diff --git "a/MobileMamba_B4s/mobilemamba_b4s.txt" "b/MobileMamba_B4s/mobilemamba_b4s.txt" new file mode 100644--- /dev/null +++ "b/MobileMamba_B4s/mobilemamba_b4s.txt" @@ -0,0 +1,30321 @@ +2024-10-14 23:41:53,340 - ==> Logging on master GPU: 0 +2024-10-14 23:41:53,341 - ==> Running Trainer: CLSTrainer +2024-10-14 23:41:53,341 - ==> Using GPU: [0, 1, 2, 3, 4, 5, 6, 7] for Training +2024-10-14 23:41:53,341 - ==> Building model +2024-10-14 23:41:54,939 - ==> Creating optimizer +2024-10-14 23:41:56,750 - ==> Native DDP +2024-10-14 23:41:56,844 - ==> Loading dataset: ImageFolderLMDB +2024-10-14 23:41:56,903 - ==> ********** cfg ********** +seed : 42 +size : 512 +epoch_full : 1000 +warmup_epochs : 20 +test_start_epoch : 200 +batch_size : 1024 +lr : 0.0015 +weight_decay : 0.05 +nb_classes : 1000 +ft : False +data.type : ImageFolderLMDB +data.root : /dev/shm/tmp/imagenet +data.loader_type : pil +data.sampler : naive +data.nb_classes : 1000 +data.train_transforms : [{'type': 'timm_create_transform', 'input_size': 512, 'is_training': True, 'color_jitter': 0.4, 'auto_augment': 'rand-m9-mstd0.5-inc1', 'interpolation': 'random', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 're_prob': 0.25, 're_mode': 'pixel', 're_count': 1}] +data.test_transforms : [{'type': 'Resize', 'size': 585, 'interpolation': }, {'type': 'CenterCrop', 'size': 512}, {'type': 'ToTensor'}, {'type': 'Normalize', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 'inplace': True}] +data.train_size : 1251 +data.test_size : 50 +data.train_length : 1281167 +data.test_length : 50000 +model.name : MobileMamba_B4s +model.model_kwargs : {'pretrained': False, 'checkpoint_path': '', 'ema': False, 'strict': True, 'num_classes': 1000} +optim.lr : 0.003 +optim.optim_kwargs : {'name': 'adamw', 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.05, 'amsgrad': False} +trainer.name : CLSTrainer +trainer.checkpoint : runs/mobilemamba +trainer.resume_dir : +trainer.cuda_deterministic : False +trainer.epoch_full : 1000 +trainer.scheduler_kwargs : {'name': 'cosine', 'lr_noise': None, 'noise_pct': 0.67, 'noise_std': 1.0, 'noise_seed': 42, 'lr_min': 3e-05, 'warmup_lr': 3e-06, 'warmup_iters': -1, 'cooldown_iters': 0, 'warmup_epochs': 20, 'cooldown_epochs': 0, 'use_iters': True, 'patience_iters': 0, 'patience_epochs': 0, 'decay_iters': 0, 'decay_epochs': 0, 'cycle_decay': 0.1} +trainer.data.batch_size : 1024 +trainer.data.batch_size_per_gpu : 128 +trainer.data.batch_size_test : 1000 +trainer.data.batch_size_per_gpu_test : 125 +trainer.data.num_workers_per_gpu : 8 +trainer.data.drop_last : True +trainer.data.pin_memory : True +trainer.data.persistent_workers : False +trainer.data.num_workers : 64 +trainer.mixup_kwargs : {'mixup_alpha': 0.8, 'cutmix_alpha': 1.0, 'cutmix_minmax': None, 'prob': 1.0, 'switch_prob': 0.5, 'mode': 'batch', 'correct_lam': True, 'label_smoothing': 0.1, 'num_classes': 1000} +trainer.scale_kwargs : {'n_scale': 0, 'base_h': 512, 'base_w': 512, 'min_h': 160, 'max_h': 320, 'min_w': 160, 'max_w': 320, 'check_scale_div_factor': 32} +trainer.test_start_epoch : 200 +trainer.test_per_epoch : 5 +trainer.save_per_epoch : 15 +trainer.find_unused_parameters : False +trainer.sync_BN : none +trainer.dist_BN : +trainer.scaler : native +trainer.ema : 0.9998 +trainer.iter : 0 +trainer.epoch : 0 +trainer.topk_recorder : {'net_top1': [], 'net_top5': [], 'net_E_top1': [], 'net_E_top5': []} +trainer.iter_full : 1251000 +tea_model.name : tresnet_l_v2 +tea_model.model_kwargs : {'pretrained': False, 'checkpoint_path': 'pretrained/tresnet_l_v2_83_9.pth', 'ema': False, 'strict': True, 'num_classes': 1000} +loss.loss_terms : [{'type': 'SoftTargetCE', 'name': 'CE', 'lam': 1.0, 'fp32': True}, {'type': 'CLSKDLoss', 'name': 'KD', 'cfg': Namespace(name='tresnet_l_v2', model_kwargs={'pretrained': False, 'checkpoint_path': 'pretrained/tresnet_l_v2_83_9.pth', 'ema': False, 'strict': True, 'num_classes': 1000}), 'lam': 5.0, 'kd_type': 'soft', 'tau': 1.0, 'size': 224, 'mean_t': (0, 0, 0), 'std_t': (1, 1, 1), 'mean_s': (0.485, 0.456, 0.406), 'std_s': (0.229, 0.224, 0.225)}] +loss.clip_grad : 5.0 +loss.create_graph : False +loss.retain_graph : False +logging.log_terms_train : [{'name': 'batch_t', 'fmt': ':>5.3f', 'add_name': 'avg'}, {'name': 'data_t', 'fmt': ':>5.3f'}, {'name': 'optim_t', 'fmt': ':>5.3f'}, {'name': 'lr', 'fmt': ':>7.6f'}, {'name': 'CE', 'fmt': ':>5.3f', 'add_name': 'avg'}, {'name': 'KD', 'fmt': ':>5.3f', 'add_name': 'avg'}] +logging.log_terms_test : [{'name': 'batch_t', 'fmt': ':>5.3f', 'add_name': 'avg'}, {'name': 'top1_cnt', 'fmt': ':>6.0f', 'show_name': 'sum'}, {'name': 'top5_cnt', 'fmt': ':>6.0f', 'show_name': 'sum'}, {'name': 'top_all', 'fmt': ':>6.0f', 'show_name': 'sum'}] +logging.train_reset_log_per : 50 +logging.train_log_per : 50 +logging.test_log_per : 50 +cfg_path : configs.mobilemamba.mobilemamba_b4s +mode : train +sleep : -1 +memory : -1 +dist_url : env:// +logger_rank : 0 +opts : ['model.name=MobileMamba_B4s'] +command : python3 -m torch.distributed.launch --nproc_per_node=$nproc_per_node --nnodes=$nnodes --node_rank=$node_rank --master_addr=$master_addr --master_port=$master_port --use_env run.py -c configs.mobilemamba.mobilemamba_b4s -m train --sleep -1 --memory -1 --dist_url env:// --logger_rank 0 model.name=MobileMamba_B4s +task_start_time : 7244417.677326321 +dist : True +world_size : 8 +rank : 0 +local_rank : 0 +ngpus_per_node : 8 +nnodes : 1 +master : True +dist_backend : nccl +logdir : runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153 +logger.filters : [] +logger.name : root +logger.level : 20 +logger.parent : None +logger.propagate : True +logger.disabled : False +logdir_train : runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153/show_train +logdir_test : runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153/show_test +2024-10-14 23:41:56,904 - ==> Starting training with 1 nodes x 8 GPUs +2024-10-14 23:42:37,911 - Train: 0.00% [50/1251000] [0.0/1000.0] [batch_t 0.484 (0.817)] [data_t 0.016] [optim_t 0.468] [lr 0.000009] [CE 6.974 (6.986)] [KD 24.518 (24.814)] +2024-10-14 23:42:59,632 - Train: 0.01% [100/1251000] [0.1/1000.0] [batch_t 0.385 (0.434)] [data_t 0.015] [optim_t 0.369] [lr 0.000015] [CE 6.941 (6.965)] [KD 25.526 (24.766)] +2024-10-14 23:43:20,900 - Train: 0.01% [150/1251000] [0.1/1000.0] [batch_t 0.358 (0.425)] [data_t 0.015] [optim_t 0.342] [lr 0.000021] [CE 6.921 (6.938)] [KD 25.532 (24.428)] +2024-10-14 23:43:42,464 - Train: 0.02% [200/1251000] [0.2/1000.0] [batch_t 0.477 (0.431)] [data_t 0.015] [optim_t 0.461] [lr 0.000027] [CE 6.924 (6.912)] [KD 23.764 (24.259)] +2024-10-14 23:44:03,670 - Train: 0.02% [250/1251000] [0.2/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.000033] [CE 6.876 (6.891)] [KD 24.573 (23.959)] +2024-10-14 23:44:24,539 - Train: 0.02% [300/1251000] [0.2/1000.0] [batch_t 0.410 (0.417)] [data_t 0.015] [optim_t 0.394] [lr 0.000039] [CE 6.856 (6.865)] [KD 23.785 (24.195)] +2024-10-14 23:44:45,576 - Train: 0.03% [350/1251000] [0.3/1000.0] [batch_t 0.462 (0.421)] [data_t 0.015] [optim_t 0.447] [lr 0.000045] [CE 6.815 (6.847)] [KD 24.394 (23.667)] +2024-10-14 23:45:06,521 - Train: 0.03% [400/1251000] [0.3/1000.0] [batch_t 0.376 (0.419)] [data_t 0.015] [optim_t 0.361] [lr 0.000051] [CE 6.784 (6.828)] [KD 24.858 (23.762)] +2024-10-14 23:45:27,345 - Train: 0.04% [450/1251000] [0.4/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.346] [lr 0.000057] [CE 6.805 (6.808)] [KD 24.400 (23.660)] +2024-10-14 23:45:48,673 - Train: 0.04% [500/1251000] [0.4/1000.0] [batch_t 0.366 (0.426)] [data_t 0.015] [optim_t 0.350] [lr 0.000063] [CE 6.756 (6.793)] [KD 22.684 (23.166)] +2024-10-14 23:46:09,893 - Train: 0.04% [550/1251000] [0.4/1000.0] [batch_t 0.496 (0.424)] [data_t 0.015] [optim_t 0.480] [lr 0.000069] [CE 6.776 (6.777)] [KD 21.754 (23.187)] +2024-10-14 23:46:31,011 - Train: 0.05% [600/1251000] [0.5/1000.0] [batch_t 0.398 (0.422)] [data_t 0.015] [optim_t 0.383] [lr 0.000075] [CE 6.738 (6.755)] [KD 22.047 (23.227)] +2024-10-14 23:46:52,114 - Train: 0.05% [650/1251000] [0.5/1000.0] [batch_t 0.406 (0.422)] [data_t 0.015] [optim_t 0.391] [lr 0.000081] [CE 6.759 (6.736)] [KD 21.003 (22.868)] +2024-10-14 23:47:13,025 - Train: 0.06% [700/1251000] [0.6/1000.0] [batch_t 0.414 (0.418)] [data_t 0.015] [optim_t 0.399] [lr 0.000087] [CE 6.636 (6.710)] [KD 23.366 (22.732)] +2024-10-14 23:47:33,887 - Train: 0.06% [750/1251000] [0.6/1000.0] [batch_t 0.393 (0.417)] [data_t 0.015] [optim_t 0.378] [lr 0.000093] [CE 6.655 (6.696)] [KD 22.667 (22.454)] +2024-10-14 23:47:54,607 - Train: 0.06% [800/1251000] [0.6/1000.0] [batch_t 0.416 (0.414)] [data_t 0.015] [optim_t 0.401] [lr 0.000099] [CE 6.759 (6.661)] [KD 20.422 (22.490)] +2024-10-14 23:48:15,802 - Train: 0.07% [850/1251000] [0.7/1000.0] [batch_t 0.442 (0.424)] [data_t 0.016] [optim_t 0.426] [lr 0.000105] [CE 6.707 (6.647)] [KD 21.602 (22.313)] +2024-10-14 23:48:36,884 - Train: 0.07% [900/1251000] [0.7/1000.0] [batch_t 0.364 (0.422)] [data_t 0.015] [optim_t 0.348] [lr 0.000111] [CE 6.598 (6.630)] [KD 22.190 (22.047)] +2024-10-14 23:48:58,460 - Train: 0.08% [950/1251000] [0.8/1000.0] [batch_t 0.466 (0.431)] [data_t 0.015] [optim_t 0.450] [lr 0.000117] [CE 6.572 (6.616)] [KD 21.846 (21.979)] +2024-10-14 23:49:19,979 - Train: 0.08% [1000/1251000] [0.8/1000.0] [batch_t 0.434 (0.430)] [data_t 0.016] [optim_t 0.418] [lr 0.000123] [CE 6.531 (6.594)] [KD 22.165 (21.795)] +2024-10-14 23:49:41,208 - Train: 0.08% [1050/1251000] [0.8/1000.0] [batch_t 0.439 (0.424)] [data_t 0.016] [optim_t 0.423] [lr 0.000129] [CE 6.657 (6.569)] [KD 20.609 (21.684)] +2024-10-14 23:50:02,492 - Train: 0.09% [1100/1251000] [0.9/1000.0] [batch_t 0.529 (0.426)] [data_t 0.016] [optim_t 0.514] [lr 0.000135] [CE 6.488 (6.559)] [KD 21.899 (21.468)] +2024-10-14 23:50:23,783 - Train: 0.09% [1150/1251000] [0.9/1000.0] [batch_t 0.417 (0.426)] [data_t 0.015] [optim_t 0.401] [lr 0.000141] [CE 6.549 (6.538)] [KD 20.578 (21.195)] +2024-10-14 23:50:45,068 - Train: 0.10% [1200/1251000] [1.0/1000.0] [batch_t 0.455 (0.426)] [data_t 0.016] [optim_t 0.440] [lr 0.000147] [CE 6.463 (6.532)] [KD 21.656 (21.013)] +2024-10-14 23:51:05,679 - Train: 0.10% [1250/1251000] [1.0/1000.0] [batch_t 0.359 (0.412)] [data_t 0.015] [optim_t 0.344] [lr 0.000153] [CE 6.395 (6.515)] [KD 21.719 (20.847)] +2024-10-14 23:51:06,037 - ==> Total time: 0:09:14 Eta: 6 days, 9:55:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-14 23:51:31,540 - Train: 0.10% [1300/1251000] [1.0/1000.0] [batch_t 0.445 (0.487)] [data_t 0.015] [optim_t 0.429] [lr 0.000159] [CE 6.344 (6.476)] [KD 21.126 (20.889)] +2024-10-14 23:51:53,999 - Train: 0.11% [1350/1251000] [1.1/1000.0] [batch_t 0.454 (0.449)] [data_t 0.015] [optim_t 0.439] [lr 0.000165] [CE 6.366 (6.473)] [KD 20.887 (20.584)] +2024-10-14 23:52:16,241 - Train: 0.11% [1400/1251000] [1.1/1000.0] [batch_t 0.359 (0.445)] [data_t 0.015] [optim_t 0.344] [lr 0.000171] [CE 6.279 (6.439)] [KD 20.848 (20.444)] +2024-10-14 23:52:37,979 - Train: 0.12% [1450/1251000] [1.2/1000.0] [batch_t 0.459 (0.435)] [data_t 0.015] [optim_t 0.444] [lr 0.000177] [CE 6.465 (6.436)] [KD 20.290 (20.068)] +2024-10-14 23:52:59,724 - Train: 0.12% [1500/1251000] [1.2/1000.0] [batch_t 0.428 (0.435)] [data_t 0.015] [optim_t 0.413] [lr 0.000183] [CE 6.459 (6.415)] [KD 19.395 (19.957)] +2024-10-14 23:53:21,368 - Train: 0.12% [1550/1251000] [1.2/1000.0] [batch_t 0.453 (0.433)] [data_t 0.015] [optim_t 0.438] [lr 0.000189] [CE 6.445 (6.417)] [KD 19.355 (19.708)] +2024-10-14 23:53:42,744 - Train: 0.13% [1600/1251000] [1.3/1000.0] [batch_t 0.416 (0.427)] [data_t 0.015] [optim_t 0.400] [lr 0.000195] [CE 6.405 (6.386)] [KD 19.610 (19.565)] +2024-10-14 23:54:03,396 - Train: 0.13% [1650/1251000] [1.3/1000.0] [batch_t 0.484 (0.413)] [data_t 0.015] [optim_t 0.469] [lr 0.000201] [CE 6.342 (6.342)] [KD 19.483 (19.550)] +2024-10-14 23:54:24,695 - Train: 0.14% [1700/1251000] [1.4/1000.0] [batch_t 0.440 (0.426)] [data_t 0.015] [optim_t 0.424] [lr 0.000207] [CE 6.252 (6.340)] [KD 19.285 (19.333)] +2024-10-14 23:54:46,493 - Train: 0.14% [1750/1251000] [1.4/1000.0] [batch_t 0.509 (0.436)] [data_t 0.016] [optim_t 0.493] [lr 0.000213] [CE 6.327 (6.303)] [KD 18.691 (19.170)] +2024-10-14 23:55:07,700 - Train: 0.14% [1800/1251000] [1.4/1000.0] [batch_t 0.436 (0.424)] [data_t 0.015] [optim_t 0.420] [lr 0.000218] [CE 6.401 (6.301)] [KD 18.797 (18.997)] +2024-10-14 23:55:29,285 - Train: 0.15% [1850/1251000] [1.5/1000.0] [batch_t 0.514 (0.432)] [data_t 0.015] [optim_t 0.499] [lr 0.000224] [CE 6.300 (6.269)] [KD 18.247 (18.774)] +2024-10-14 23:55:50,780 - Train: 0.15% [1900/1251000] [1.5/1000.0] [batch_t 0.449 (0.430)] [data_t 0.015] [optim_t 0.433] [lr 0.000230] [CE 6.303 (6.274)] [KD 18.259 (18.524)] +2024-10-14 23:56:12,133 - Train: 0.16% [1950/1251000] [1.6/1000.0] [batch_t 0.433 (0.427)] [data_t 0.015] [optim_t 0.417] [lr 0.000236] [CE 6.082 (6.226)] [KD 18.533 (18.459)] +2024-10-14 23:56:33,772 - Train: 0.16% [2000/1251000] [1.6/1000.0] [batch_t 0.446 (0.433)] [data_t 0.015] [optim_t 0.431] [lr 0.000242] [CE 6.250 (6.225)] [KD 17.197 (18.281)] +2024-10-14 23:56:55,520 - Train: 0.16% [2050/1251000] [1.6/1000.0] [batch_t 0.503 (0.435)] [data_t 0.015] [optim_t 0.487] [lr 0.000248] [CE 6.248 (6.207)] [KD 18.026 (18.134)] +2024-10-14 23:57:17,105 - Train: 0.17% [2100/1251000] [1.7/1000.0] [batch_t 0.481 (0.432)] [data_t 0.015] [optim_t 0.466] [lr 0.000254] [CE 6.283 (6.201)] [KD 17.845 (17.984)] +2024-10-14 23:57:38,282 - Train: 0.17% [2150/1251000] [1.7/1000.0] [batch_t 0.437 (0.423)] [data_t 0.015] [optim_t 0.422] [lr 0.000260] [CE 6.011 (6.153)] [KD 18.836 (17.880)] +2024-10-14 23:57:59,505 - Train: 0.18% [2200/1251000] [1.8/1000.0] [batch_t 0.374 (0.424)] [data_t 0.015] [optim_t 0.358] [lr 0.000266] [CE 6.098 (6.167)] [KD 18.068 (17.620)] +2024-10-14 23:58:21,018 - Train: 0.18% [2250/1251000] [1.8/1000.0] [batch_t 0.413 (0.430)] [data_t 0.015] [optim_t 0.398] [lr 0.000272] [CE 6.305 (6.148)] [KD 16.862 (17.455)] +2024-10-14 23:58:42,510 - Train: 0.18% [2300/1251000] [1.8/1000.0] [batch_t 0.410 (0.430)] [data_t 0.015] [optim_t 0.395] [lr 0.000278] [CE 6.268 (6.097)] [KD 17.118 (17.353)] +2024-10-14 23:59:04,171 - Train: 0.19% [2350/1251000] [1.9/1000.0] [batch_t 0.361 (0.433)] [data_t 0.015] [optim_t 0.345] [lr 0.000284] [CE 5.924 (6.122)] [KD 16.907 (17.102)] +2024-10-14 23:59:26,106 - Train: 0.19% [2400/1251000] [1.9/1000.0] [batch_t 0.430 (0.439)] [data_t 0.015] [optim_t 0.414] [lr 0.000290] [CE 6.048 (6.066)] [KD 16.710 (17.033)] +2024-10-14 23:59:48,432 - Train: 0.20% [2450/1251000] [2.0/1000.0] [batch_t 0.495 (0.446)] [data_t 0.015] [optim_t 0.480] [lr 0.000296] [CE 5.896 (6.054)] [KD 17.354 (16.884)] +2024-10-15 00:00:09,960 - Train: 0.20% [2500/1251000] [2.0/1000.0] [batch_t 0.357 (0.430)] [data_t 0.015] [optim_t 0.342] [lr 0.000302] [CE 6.129 (6.080)] [KD 16.495 (16.720)] +2024-10-15 00:00:10,675 - ==> Total time: 0:18:19 Eta: 6 days, 8:22:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 00:00:37,674 - Train: 0.20% [2550/1251000] [2.0/1000.0] [batch_t 0.467 (0.531)] [data_t 0.016] [optim_t 0.451] [lr 0.000308] [CE 6.098 (6.046)] [KD 15.764 (16.479)] +2024-10-15 00:01:00,194 - Train: 0.21% [2600/1251000] [2.1/1000.0] [batch_t 0.362 (0.450)] [data_t 0.015] [optim_t 0.346] [lr 0.000314] [CE 5.965 (6.026)] [KD 16.528 (16.486)] +2024-10-15 00:01:22,382 - Train: 0.21% [2650/1251000] [2.1/1000.0] [batch_t 0.481 (0.444)] [data_t 0.015] [optim_t 0.465] [lr 0.000320] [CE 6.270 (5.959)] [KD 15.829 (16.379)] +2024-10-15 00:01:44,612 - Train: 0.22% [2700/1251000] [2.2/1000.0] [batch_t 0.431 (0.445)] [data_t 0.015] [optim_t 0.415] [lr 0.000326] [CE 6.072 (5.991)] [KD 16.038 (16.130)] +2024-10-15 00:02:06,620 - Train: 0.22% [2750/1251000] [2.2/1000.0] [batch_t 0.429 (0.440)] [data_t 0.016] [optim_t 0.413] [lr 0.000332] [CE 5.846 (6.006)] [KD 16.402 (15.980)] +2024-10-15 00:02:28,451 - Train: 0.22% [2800/1251000] [2.2/1000.0] [batch_t 0.459 (0.437)] [data_t 0.016] [optim_t 0.443] [lr 0.000338] [CE 6.058 (5.977)] [KD 15.510 (15.857)] +2024-10-15 00:02:49,642 - Train: 0.23% [2850/1251000] [2.3/1000.0] [batch_t 0.453 (0.424)] [data_t 0.015] [optim_t 0.437] [lr 0.000344] [CE 6.080 (5.948)] [KD 15.318 (15.706)] +2024-10-15 00:03:10,690 - Train: 0.23% [2900/1251000] [2.3/1000.0] [batch_t 0.363 (0.421)] [data_t 0.015] [optim_t 0.348] [lr 0.000350] [CE 6.064 (5.909)] [KD 15.419 (15.665)] +2024-10-15 00:03:32,248 - Train: 0.24% [2950/1251000] [2.4/1000.0] [batch_t 0.411 (0.431)] [data_t 0.015] [optim_t 0.396] [lr 0.000356] [CE 6.083 (5.940)] [KD 15.096 (15.470)] +2024-10-15 00:03:53,510 - Train: 0.24% [3000/1251000] [2.4/1000.0] [batch_t 0.441 (0.425)] [data_t 0.015] [optim_t 0.426] [lr 0.000362] [CE 6.159 (5.933)] [KD 15.279 (15.319)] +2024-10-15 00:04:14,834 - Train: 0.24% [3050/1251000] [2.4/1000.0] [batch_t 0.469 (0.426)] [data_t 0.015] [optim_t 0.453] [lr 0.000368] [CE 5.847 (5.926)] [KD 15.046 (15.259)] +2024-10-15 00:04:36,734 - Train: 0.25% [3100/1251000] [2.5/1000.0] [batch_t 0.522 (0.438)] [data_t 0.015] [optim_t 0.507] [lr 0.000374] [CE 6.110 (5.912)] [KD 14.971 (15.201)] +2024-10-15 00:04:58,400 - Train: 0.25% [3150/1251000] [2.5/1000.0] [batch_t 0.391 (0.433)] [data_t 0.015] [optim_t 0.375] [lr 0.000380] [CE 5.626 (5.916)] [KD 15.993 (15.078)] +2024-10-15 00:05:19,726 - Train: 0.26% [3200/1251000] [2.6/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.348] [lr 0.000386] [CE 5.821 (5.891)] [KD 14.968 (14.905)] +2024-10-15 00:05:41,558 - Train: 0.26% [3250/1251000] [2.6/1000.0] [batch_t 0.534 (0.437)] [data_t 0.015] [optim_t 0.518] [lr 0.000392] [CE 5.914 (5.868)] [KD 14.548 (14.810)] +2024-10-15 00:06:03,451 - Train: 0.26% [3300/1251000] [2.6/1000.0] [batch_t 0.494 (0.438)] [data_t 0.015] [optim_t 0.478] [lr 0.000398] [CE 5.741 (5.851)] [KD 14.459 (14.710)] +2024-10-15 00:06:24,973 - Train: 0.27% [3350/1251000] [2.7/1000.0] [batch_t 0.369 (0.430)] [data_t 0.015] [optim_t 0.353] [lr 0.000404] [CE 5.731 (5.889)] [KD 14.715 (14.470)] +2024-10-15 00:06:46,510 - Train: 0.27% [3400/1251000] [2.7/1000.0] [batch_t 0.380 (0.431)] [data_t 0.015] [optim_t 0.365] [lr 0.000410] [CE 5.972 (5.851)] [KD 14.544 (14.411)] +2024-10-15 00:07:07,769 - Train: 0.28% [3450/1251000] [2.8/1000.0] [batch_t 0.418 (0.425)] [data_t 0.016] [optim_t 0.403] [lr 0.000416] [CE 5.885 (5.786)] [KD 13.831 (14.354)] +2024-10-15 00:07:30,235 - Train: 0.28% [3500/1251000] [2.8/1000.0] [batch_t 0.423 (0.449)] [data_t 0.015] [optim_t 0.408] [lr 0.000422] [CE 5.898 (5.810)] [KD 13.874 (14.182)] +2024-10-15 00:07:51,929 - Train: 0.28% [3550/1251000] [2.8/1000.0] [batch_t 0.577 (0.434)] [data_t 0.015] [optim_t 0.562] [lr 0.000428] [CE 6.070 (5.763)] [KD 14.133 (14.091)] +2024-10-15 00:08:13,461 - Train: 0.29% [3600/1251000] [2.9/1000.0] [batch_t 0.501 (0.431)] [data_t 0.015] [optim_t 0.486] [lr 0.000434] [CE 5.694 (5.740)] [KD 14.142 (14.024)] +2024-10-15 00:08:35,391 - Train: 0.29% [3650/1251000] [2.9/1000.0] [batch_t 0.429 (0.439)] [data_t 0.016] [optim_t 0.414] [lr 0.000440] [CE 5.629 (5.762)] [KD 13.888 (13.900)] +2024-10-15 00:08:57,080 - Train: 0.30% [3700/1251000] [3.0/1000.0] [batch_t 0.421 (0.434)] [data_t 0.015] [optim_t 0.406] [lr 0.000446] [CE 5.819 (5.780)] [KD 14.097 (13.824)] +2024-10-15 00:09:17,520 - Train: 0.30% [3750/1251000] [3.0/1000.0] [batch_t 0.360 (0.409)] [data_t 0.015] [optim_t 0.345] [lr 0.000452] [CE 5.640 (5.756)] [KD 13.531 (13.676)] +2024-10-15 00:09:18,605 - ==> Total time: 0:27:27 Eta: 6 days, 8:03:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 00:09:42,192 - Train: 0.30% [3800/1251000] [3.0/1000.0] [batch_t 0.578 (0.468)] [data_t 0.120] [optim_t 0.458] [lr 0.000458] [CE 5.420 (5.758)] [KD 13.754 (13.638)] +2024-10-15 00:10:03,713 - Train: 0.31% [3850/1251000] [3.1/1000.0] [batch_t 0.361 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.000464] [CE 5.822 (5.727)] [KD 13.066 (13.462)] +2024-10-15 00:10:25,141 - Train: 0.31% [3900/1251000] [3.1/1000.0] [batch_t 0.427 (0.428)] [data_t 0.087] [optim_t 0.340] [lr 0.000470] [CE 5.546 (5.746)] [KD 13.774 (13.445)] +2024-10-15 00:10:45,949 - Train: 0.32% [3950/1251000] [3.2/1000.0] [batch_t 0.365 (0.416)] [data_t 0.015] [optim_t 0.350] [lr 0.000476] [CE 5.861 (5.761)] [KD 13.454 (13.377)] +2024-10-15 00:11:08,217 - Train: 0.32% [4000/1251000] [3.2/1000.0] [batch_t 0.447 (0.445)] [data_t 0.015] [optim_t 0.431] [lr 0.000482] [CE 5.898 (5.718)] [KD 13.084 (13.247)] +2024-10-15 00:11:30,742 - Train: 0.32% [4050/1251000] [3.2/1000.0] [batch_t 0.425 (0.450)] [data_t 0.015] [optim_t 0.410] [lr 0.000488] [CE 5.571 (5.714)] [KD 13.211 (13.046)] +2024-10-15 00:11:51,675 - Train: 0.33% [4100/1251000] [3.3/1000.0] [batch_t 0.845 (0.419)] [data_t 0.504] [optim_t 0.341] [lr 0.000494] [CE 5.738 (5.751)] [KD 12.915 (12.990)] +2024-10-15 00:12:13,156 - Train: 0.33% [4150/1251000] [3.3/1000.0] [batch_t 0.458 (0.430)] [data_t 0.015] [optim_t 0.442] [lr 0.000500] [CE 5.606 (5.749)] [KD 13.174 (13.022)] +2024-10-15 00:12:35,015 - Train: 0.34% [4200/1251000] [3.4/1000.0] [batch_t 0.517 (0.437)] [data_t 0.015] [optim_t 0.501] [lr 0.000506] [CE 5.386 (5.643)] [KD 12.850 (12.919)] +2024-10-15 00:12:56,264 - Train: 0.34% [4250/1251000] [3.4/1000.0] [batch_t 0.448 (0.425)] [data_t 0.105] [optim_t 0.343] [lr 0.000512] [CE 5.518 (5.660)] [KD 13.113 (12.786)] +2024-10-15 00:13:17,106 - Train: 0.34% [4300/1251000] [3.4/1000.0] [batch_t 0.478 (0.417)] [data_t 0.136] [optim_t 0.342] [lr 0.000518] [CE 5.187 (5.698)] [KD 12.813 (12.758)] +2024-10-15 00:13:37,860 - Train: 0.35% [4350/1251000] [3.5/1000.0] [batch_t 0.363 (0.415)] [data_t 0.015] [optim_t 0.348] [lr 0.000524] [CE 5.810 (5.568)] [KD 12.592 (12.576)] +2024-10-15 00:13:59,063 - Train: 0.35% [4400/1251000] [3.5/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.000530] [CE 5.403 (5.589)] [KD 12.669 (12.508)] +2024-10-15 00:14:20,808 - Train: 0.36% [4450/1251000] [3.6/1000.0] [batch_t 0.403 (0.435)] [data_t 0.059] [optim_t 0.344] [lr 0.000536] [CE 5.555 (5.578)] [KD 12.271 (12.425)] +2024-10-15 00:14:42,027 - Train: 0.36% [4500/1251000] [3.6/1000.0] [batch_t 0.359 (0.424)] [data_t 0.016] [optim_t 0.344] [lr 0.000542] [CE 5.303 (5.575)] [KD 12.266 (12.274)] +2024-10-15 00:15:03,783 - Train: 0.36% [4550/1251000] [3.6/1000.0] [batch_t 0.479 (0.435)] [data_t 0.138] [optim_t 0.341] [lr 0.000548] [CE 5.750 (5.584)] [KD 12.485 (12.220)] +2024-10-15 00:15:25,122 - Train: 0.37% [4600/1251000] [3.7/1000.0] [batch_t 0.431 (0.427)] [data_t 0.089] [optim_t 0.342] [lr 0.000554] [CE 5.277 (5.537)] [KD 12.237 (12.189)] +2024-10-15 00:15:46,204 - Train: 0.37% [4650/1251000] [3.7/1000.0] [batch_t 0.409 (0.422)] [data_t 0.062] [optim_t 0.347] [lr 0.000560] [CE 5.530 (5.617)] [KD 12.150 (12.058)] +2024-10-15 00:16:07,687 - Train: 0.38% [4700/1251000] [3.8/1000.0] [batch_t 0.409 (0.430)] [data_t 0.066] [optim_t 0.342] [lr 0.000566] [CE 5.401 (5.628)] [KD 12.579 (12.125)] +2024-10-15 00:16:28,487 - Train: 0.38% [4750/1251000] [3.8/1000.0] [batch_t 0.429 (0.416)] [data_t 0.086] [optim_t 0.343] [lr 0.000572] [CE 5.865 (5.560)] [KD 11.556 (11.908)] +2024-10-15 00:16:49,596 - Train: 0.38% [4800/1251000] [3.8/1000.0] [batch_t 0.358 (0.422)] [data_t 0.016] [optim_t 0.343] [lr 0.000578] [CE 5.367 (5.556)] [KD 11.896 (11.978)] +2024-10-15 00:17:10,286 - Train: 0.39% [4850/1251000] [3.9/1000.0] [batch_t 0.455 (0.414)] [data_t 0.111] [optim_t 0.344] [lr 0.000584] [CE 5.785 (5.565)] [KD 11.682 (11.797)] +2024-10-15 00:17:31,199 - Train: 0.39% [4900/1251000] [3.9/1000.0] [batch_t 0.480 (0.418)] [data_t 0.137] [optim_t 0.343] [lr 0.000590] [CE 5.231 (5.527)] [KD 11.659 (11.812)] +2024-10-15 00:17:52,368 - Train: 0.40% [4950/1251000] [4.0/1000.0] [batch_t 0.440 (0.423)] [data_t 0.015] [optim_t 0.424] [lr 0.000596] [CE 5.618 (5.592)] [KD 11.483 (11.718)] +2024-10-15 00:18:13,470 - Train: 0.40% [5000/1251000] [4.0/1000.0] [batch_t 0.361 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.000602] [CE 5.698 (5.532)] [KD 11.264 (11.544)] +2024-10-15 00:18:14,916 - ==> Total time: 0:36:23 Eta: 6 days, 7:01:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 00:18:39,373 - Train: 0.40% [5050/1251000] [4.0/1000.0] [batch_t 0.429 (0.505)] [data_t 0.015] [optim_t 0.414] [lr 0.000608] [CE 5.296 (5.501)] [KD 11.339 (11.527)] +2024-10-15 00:19:01,856 - Train: 0.41% [5100/1251000] [4.1/1000.0] [batch_t 0.422 (0.450)] [data_t 0.015] [optim_t 0.406] [lr 0.000614] [CE 5.739 (5.514)] [KD 11.673 (11.418)] +2024-10-15 00:19:23,792 - Train: 0.41% [5150/1251000] [4.1/1000.0] [batch_t 0.417 (0.439)] [data_t 0.015] [optim_t 0.401] [lr 0.000620] [CE 5.316 (5.458)] [KD 11.383 (11.302)] +2024-10-15 00:19:45,553 - Train: 0.42% [5200/1251000] [4.2/1000.0] [batch_t 0.396 (0.435)] [data_t 0.015] [optim_t 0.381] [lr 0.000626] [CE 5.591 (5.497)] [KD 11.552 (11.325)] +2024-10-15 00:20:06,345 - Train: 0.42% [5250/1251000] [4.2/1000.0] [batch_t 0.408 (0.416)] [data_t 0.015] [optim_t 0.392] [lr 0.000632] [CE 5.107 (5.499)] [KD 11.349 (11.143)] +2024-10-15 00:20:27,235 - Train: 0.42% [5300/1251000] [4.2/1000.0] [batch_t 0.482 (0.418)] [data_t 0.015] [optim_t 0.467] [lr 0.000638] [CE 5.514 (5.448)] [KD 11.391 (11.102)] +2024-10-15 00:20:48,754 - Train: 0.43% [5350/1251000] [4.3/1000.0] [batch_t 0.429 (0.430)] [data_t 0.015] [optim_t 0.414] [lr 0.000644] [CE 5.896 (5.482)] [KD 10.751 (11.190)] +2024-10-15 00:21:10,366 - Train: 0.43% [5400/1251000] [4.3/1000.0] [batch_t 0.426 (0.432)] [data_t 0.015] [optim_t 0.411] [lr 0.000650] [CE 5.591 (5.449)] [KD 11.343 (11.004)] +2024-10-15 00:21:31,029 - Train: 0.44% [5450/1251000] [4.4/1000.0] [batch_t 0.374 (0.413)] [data_t 0.015] [optim_t 0.359] [lr 0.000656] [CE 5.242 (5.492)] [KD 10.892 (11.045)] +2024-10-15 00:21:52,462 - Train: 0.44% [5500/1251000] [4.4/1000.0] [batch_t 0.465 (0.429)] [data_t 0.015] [optim_t 0.450] [lr 0.000662] [CE 5.425 (5.426)] [KD 10.659 (10.807)] +2024-10-15 00:22:13,418 - Train: 0.44% [5550/1251000] [4.4/1000.0] [batch_t 0.402 (0.419)] [data_t 0.015] [optim_t 0.387] [lr 0.000668] [CE 5.806 (5.474)] [KD 10.981 (10.828)] +2024-10-15 00:22:34,141 - Train: 0.45% [5600/1251000] [4.5/1000.0] [batch_t 0.409 (0.414)] [data_t 0.015] [optim_t 0.394] [lr 0.000674] [CE 5.474 (5.444)] [KD 11.210 (10.832)] +2024-10-15 00:22:54,969 - Train: 0.45% [5650/1251000] [4.5/1000.0] [batch_t 0.394 (0.416)] [data_t 0.015] [optim_t 0.378] [lr 0.000680] [CE 5.647 (5.473)] [KD 10.606 (10.819)] +2024-10-15 00:23:15,302 - Train: 0.46% [5700/1251000] [4.6/1000.0] [batch_t 0.362 (0.407)] [data_t 0.015] [optim_t 0.346] [lr 0.000686] [CE 5.095 (5.404)] [KD 10.477 (10.646)] +2024-10-15 00:23:36,326 - Train: 0.46% [5750/1251000] [4.6/1000.0] [batch_t 0.481 (0.420)] [data_t 0.015] [optim_t 0.465] [lr 0.000692] [CE 5.055 (5.431)] [KD 10.662 (10.581)] +2024-10-15 00:23:57,623 - Train: 0.46% [5800/1251000] [4.6/1000.0] [batch_t 0.470 (0.426)] [data_t 0.015] [optim_t 0.454] [lr 0.000698] [CE 5.587 (5.399)] [KD 10.433 (10.425)] +2024-10-15 00:24:18,274 - Train: 0.47% [5850/1251000] [4.7/1000.0] [batch_t 0.425 (0.413)] [data_t 0.015] [optim_t 0.409] [lr 0.000704] [CE 4.970 (5.365)] [KD 10.451 (10.392)] +2024-10-15 00:24:39,580 - Train: 0.47% [5900/1251000] [4.7/1000.0] [batch_t 0.391 (0.426)] [data_t 0.015] [optim_t 0.376] [lr 0.000710] [CE 5.629 (5.471)] [KD 10.541 (10.509)] +2024-10-15 00:25:01,257 - Train: 0.48% [5950/1251000] [4.8/1000.0] [batch_t 0.431 (0.433)] [data_t 0.015] [optim_t 0.416] [lr 0.000716] [CE 5.125 (5.364)] [KD 10.531 (10.356)] +2024-10-15 00:25:22,435 - Train: 0.48% [6000/1251000] [4.8/1000.0] [batch_t 0.420 (0.423)] [data_t 0.015] [optim_t 0.404] [lr 0.000722] [CE 5.441 (5.394)] [KD 10.511 (10.330)] +2024-10-15 00:25:44,735 - Train: 0.48% [6050/1251000] [4.8/1000.0] [batch_t 0.438 (0.446)] [data_t 0.015] [optim_t 0.422] [lr 0.000728] [CE 5.404 (5.480)] [KD 10.275 (10.327)] +2024-10-15 00:26:06,233 - Train: 0.49% [6100/1251000] [4.9/1000.0] [batch_t 0.446 (0.430)] [data_t 0.015] [optim_t 0.431] [lr 0.000734] [CE 5.336 (5.355)] [KD 10.188 (10.341)] +2024-10-15 00:26:26,703 - Train: 0.49% [6150/1251000] [4.9/1000.0] [batch_t 0.422 (0.409)] [data_t 0.015] [optim_t 0.407] [lr 0.000740] [CE 4.929 (5.330)] [KD 9.616 (10.089)] +2024-10-15 00:26:47,574 - Train: 0.50% [6200/1251000] [5.0/1000.0] [batch_t 0.440 (0.417)] [data_t 0.097] [optim_t 0.343] [lr 0.000746] [CE 5.390 (5.397)] [KD 10.085 (10.105)] +2024-10-15 00:27:07,532 - Train: 0.50% [6250/1251000] [5.0/1000.0] [batch_t 0.358 (0.399)] [data_t 0.015] [optim_t 0.343] [lr 0.000752] [CE 5.295 (5.361)] [KD 9.595 (10.017)] +2024-10-15 00:27:31,646 - Test (net): 100.00% [50/50] [batch_t 0.153 (0.443)] [top1_cnt 23631] [top5_cnt 36436] [top_all 50000] +2024-10-15 00:27:31,647 - net: 47.262 (72.872) +2024-10-15 00:27:52,643 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 50] [top5_cnt 260] [top_all 50000] +2024-10-15 00:27:52,644 - net_E: 0.100 (0.520) +2024-10-15 00:27:52,794 - Max [top1: 47.262 (epoch: 5)] [top1-ema: 0.100 (epoch: 5)] +2024-10-15 00:27:52,794 - ==> Total time: 0:46:01 Eta: 6 days, 8:38:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 00:28:17,270 - Train: 0.50% [6300/1251000] [5.0/1000.0] [batch_t 0.426 (0.430)] [data_t 0.015] [optim_t 0.410] [lr 0.000758] [CE 5.009 (5.249)] [KD 9.574 (9.806)] +2024-10-15 00:28:39,223 - Train: 0.51% [6350/1251000] [5.1/1000.0] [batch_t 0.360 (0.439)] [data_t 0.015] [optim_t 0.345] [lr 0.000764] [CE 5.412 (5.312)] [KD 9.995 (9.907)] +2024-10-15 00:29:01,120 - Train: 0.51% [6400/1251000] [5.1/1000.0] [batch_t 0.454 (0.438)] [data_t 0.015] [optim_t 0.439] [lr 0.000769] [CE 5.450 (5.326)] [KD 9.751 (9.820)] +2024-10-15 00:29:23,214 - Train: 0.52% [6450/1251000] [5.2/1000.0] [batch_t 0.431 (0.442)] [data_t 0.015] [optim_t 0.415] [lr 0.000775] [CE 5.515 (5.344)] [KD 9.724 (9.828)] +2024-10-15 00:29:44,120 - Train: 0.52% [6500/1251000] [5.2/1000.0] [batch_t 0.369 (0.418)] [data_t 0.015] [optim_t 0.354] [lr 0.000781] [CE 5.207 (5.288)] [KD 10.043 (9.741)] +2024-10-15 00:30:05,499 - Train: 0.52% [6550/1251000] [5.2/1000.0] [batch_t 0.497 (0.427)] [data_t 0.015] [optim_t 0.482] [lr 0.000787] [CE 4.860 (5.299)] [KD 9.411 (9.785)] +2024-10-15 00:30:27,234 - Train: 0.53% [6600/1251000] [5.3/1000.0] [batch_t 0.479 (0.435)] [data_t 0.016] [optim_t 0.463] [lr 0.000793] [CE 5.470 (5.296)] [KD 9.806 (9.687)] +2024-10-15 00:30:48,867 - Train: 0.53% [6650/1251000] [5.3/1000.0] [batch_t 0.497 (0.433)] [data_t 0.015] [optim_t 0.482] [lr 0.000799] [CE 5.118 (5.319)] [KD 9.582 (9.690)] +2024-10-15 00:31:10,286 - Train: 0.54% [6700/1251000] [5.4/1000.0] [batch_t 0.381 (0.428)] [data_t 0.015] [optim_t 0.365] [lr 0.000805] [CE 4.952 (5.251)] [KD 9.088 (9.534)] +2024-10-15 00:31:31,555 - Train: 0.54% [6750/1251000] [5.4/1000.0] [batch_t 0.441 (0.425)] [data_t 0.015] [optim_t 0.426] [lr 0.000811] [CE 5.052 (5.317)] [KD 9.383 (9.599)] +2024-10-15 00:31:53,389 - Train: 0.54% [6800/1251000] [5.4/1000.0] [batch_t 0.432 (0.437)] [data_t 0.015] [optim_t 0.416] [lr 0.000817] [CE 5.460 (5.254)] [KD 9.720 (9.547)] +2024-10-15 00:32:14,508 - Train: 0.55% [6850/1251000] [5.5/1000.0] [batch_t 0.442 (0.422)] [data_t 0.015] [optim_t 0.427] [lr 0.000823] [CE 4.906 (5.271)] [KD 9.221 (9.346)] +2024-10-15 00:32:35,414 - Train: 0.55% [6900/1251000] [5.5/1000.0] [batch_t 0.413 (0.418)] [data_t 0.015] [optim_t 0.398] [lr 0.000829] [CE 5.569 (5.254)] [KD 9.644 (9.348)] +2024-10-15 00:32:56,908 - Train: 0.56% [6950/1251000] [5.6/1000.0] [batch_t 0.443 (0.430)] [data_t 0.015] [optim_t 0.428] [lr 0.000835] [CE 5.394 (5.297)] [KD 9.253 (9.444)] +2024-10-15 00:33:18,510 - Train: 0.56% [7000/1251000] [5.6/1000.0] [batch_t 0.468 (0.432)] [data_t 0.015] [optim_t 0.453] [lr 0.000841] [CE 5.142 (5.218)] [KD 9.212 (9.322)] +2024-10-15 00:33:39,394 - Train: 0.56% [7050/1251000] [5.6/1000.0] [batch_t 0.422 (0.418)] [data_t 0.015] [optim_t 0.407] [lr 0.000847] [CE 5.183 (5.291)] [KD 9.672 (9.441)] +2024-10-15 00:34:00,593 - Train: 0.57% [7100/1251000] [5.7/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.000853] [CE 5.086 (5.271)] [KD 8.954 (9.359)] +2024-10-15 00:34:22,224 - Train: 0.57% [7150/1251000] [5.7/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.347] [lr 0.000859] [CE 5.117 (5.241)] [KD 9.141 (9.260)] +2024-10-15 00:34:43,733 - Train: 0.58% [7200/1251000] [5.8/1000.0] [batch_t 0.374 (0.430)] [data_t 0.015] [optim_t 0.358] [lr 0.000865] [CE 5.158 (5.278)] [KD 9.366 (9.247)] +2024-10-15 00:35:04,661 - Train: 0.58% [7250/1251000] [5.8/1000.0] [batch_t 0.360 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.000871] [CE 5.536 (5.188)] [KD 9.313 (9.232)] +2024-10-15 00:35:25,484 - Train: 0.58% [7300/1251000] [5.8/1000.0] [batch_t 0.381 (0.416)] [data_t 0.015] [optim_t 0.366] [lr 0.000877] [CE 5.278 (5.246)] [KD 9.068 (9.265)] +2024-10-15 00:35:47,378 - Train: 0.59% [7350/1251000] [5.9/1000.0] [batch_t 0.422 (0.438)] [data_t 0.015] [optim_t 0.407] [lr 0.000883] [CE 5.320 (5.194)] [KD 8.816 (9.029)] +2024-10-15 00:36:08,714 - Train: 0.59% [7400/1251000] [5.9/1000.0] [batch_t 0.441 (0.427)] [data_t 0.016] [optim_t 0.425] [lr 0.000889] [CE 5.341 (5.257)] [KD 9.110 (9.119)] +2024-10-15 00:36:29,406 - Train: 0.60% [7450/1251000] [6.0/1000.0] [batch_t 0.360 (0.414)] [data_t 0.015] [optim_t 0.344] [lr 0.000895] [CE 5.226 (5.205)] [KD 9.230 (9.081)] +2024-10-15 00:36:49,771 - Train: 0.60% [7500/1251000] [6.0/1000.0] [batch_t 0.357 (0.407)] [data_t 0.015] [optim_t 0.342] [lr 0.000901] [CE 5.311 (5.255)] [KD 9.184 (9.146)] +2024-10-15 00:36:51,919 - ==> Total time: 0:55:00 Eta: 6 days, 7:53:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 00:37:14,768 - Train: 0.60% [7550/1251000] [6.0/1000.0] [batch_t 0.361 (0.489)] [data_t 0.015] [optim_t 0.346] [lr 0.000907] [CE 4.555 (5.149)] [KD 8.747 (8.826)] +2024-10-15 00:37:35,237 - Train: 0.61% [7600/1251000] [6.1/1000.0] [batch_t 0.359 (0.409)] [data_t 0.015] [optim_t 0.344] [lr 0.000913] [CE 5.332 (5.269)] [KD 9.005 (9.098)] +2024-10-15 00:37:56,159 - Train: 0.61% [7650/1251000] [6.1/1000.0] [batch_t 0.430 (0.418)] [data_t 0.015] [optim_t 0.415] [lr 0.000919] [CE 5.437 (5.289)] [KD 9.009 (8.969)] +2024-10-15 00:38:17,720 - Train: 0.62% [7700/1251000] [6.2/1000.0] [batch_t 0.450 (0.431)] [data_t 0.016] [optim_t 0.434] [lr 0.000925] [CE 4.981 (5.186)] [KD 8.933 (8.808)] +2024-10-15 00:38:38,682 - Train: 0.62% [7750/1251000] [6.2/1000.0] [batch_t 0.416 (0.419)] [data_t 0.015] [optim_t 0.401] [lr 0.000931] [CE 4.815 (5.155)] [KD 8.604 (8.839)] +2024-10-15 00:39:00,153 - Train: 0.62% [7800/1251000] [6.2/1000.0] [batch_t 0.424 (0.429)] [data_t 0.015] [optim_t 0.409] [lr 0.000937] [CE 4.840 (5.176)] [KD 8.545 (8.715)] +2024-10-15 00:39:21,256 - Train: 0.63% [7850/1251000] [6.3/1000.0] [batch_t 0.452 (0.422)] [data_t 0.015] [optim_t 0.437] [lr 0.000943] [CE 4.911 (5.159)] [KD 8.628 (8.698)] +2024-10-15 00:39:42,416 - Train: 0.63% [7900/1251000] [6.3/1000.0] [batch_t 0.437 (0.423)] [data_t 0.015] [optim_t 0.421] [lr 0.000949] [CE 4.934 (5.205)] [KD 9.061 (8.701)] +2024-10-15 00:40:03,185 - Train: 0.64% [7950/1251000] [6.4/1000.0] [batch_t 0.414 (0.415)] [data_t 0.015] [optim_t 0.399] [lr 0.000955] [CE 5.526 (5.193)] [KD 8.767 (8.757)] +2024-10-15 00:40:24,109 - Train: 0.64% [8000/1251000] [6.4/1000.0] [batch_t 0.423 (0.418)] [data_t 0.015] [optim_t 0.407] [lr 0.000961] [CE 5.128 (5.167)] [KD 8.416 (8.625)] +2024-10-15 00:40:45,214 - Train: 0.64% [8050/1251000] [6.4/1000.0] [batch_t 0.403 (0.422)] [data_t 0.015] [optim_t 0.387] [lr 0.000967] [CE 5.360 (5.200)] [KD 8.618 (8.647)] +2024-10-15 00:41:06,519 - Train: 0.65% [8100/1251000] [6.5/1000.0] [batch_t 0.422 (0.426)] [data_t 0.015] [optim_t 0.406] [lr 0.000973] [CE 4.959 (5.210)] [KD 8.548 (8.629)] +2024-10-15 00:41:27,285 - Train: 0.65% [8150/1251000] [6.5/1000.0] [batch_t 0.434 (0.415)] [data_t 0.015] [optim_t 0.418] [lr 0.000979] [CE 4.699 (5.151)] [KD 8.867 (8.607)] +2024-10-15 00:41:48,220 - Train: 0.66% [8200/1251000] [6.6/1000.0] [batch_t 0.380 (0.419)] [data_t 0.015] [optim_t 0.365] [lr 0.000985] [CE 5.198 (5.183)] [KD 8.617 (8.542)] +2024-10-15 00:42:09,146 - Train: 0.66% [8250/1251000] [6.6/1000.0] [batch_t 0.488 (0.418)] [data_t 0.015] [optim_t 0.472] [lr 0.000991] [CE 4.831 (5.187)] [KD 8.137 (8.515)] +2024-10-15 00:42:29,944 - Train: 0.66% [8300/1251000] [6.6/1000.0] [batch_t 0.475 (0.416)] [data_t 0.015] [optim_t 0.460] [lr 0.000997] [CE 4.748 (5.136)] [KD 8.060 (8.313)] +2024-10-15 00:42:52,064 - Train: 0.67% [8350/1251000] [6.7/1000.0] [batch_t 0.463 (0.442)] [data_t 0.015] [optim_t 0.448] [lr 0.001003] [CE 5.207 (5.152)] [KD 8.372 (8.515)] +2024-10-15 00:43:12,638 - Train: 0.67% [8400/1251000] [6.7/1000.0] [batch_t 0.403 (0.411)] [data_t 0.015] [optim_t 0.388] [lr 0.001009] [CE 4.851 (5.132)] [KD 7.876 (8.280)] +2024-10-15 00:43:33,295 - Train: 0.68% [8450/1251000] [6.8/1000.0] [batch_t 0.361 (0.413)] [data_t 0.015] [optim_t 0.346] [lr 0.001015] [CE 5.412 (5.158)] [KD 8.564 (8.313)] +2024-10-15 00:43:53,980 - Train: 0.68% [8500/1251000] [6.8/1000.0] [batch_t 0.400 (0.414)] [data_t 0.015] [optim_t 0.385] [lr 0.001021] [CE 5.130 (5.134)] [KD 8.127 (8.552)] +2024-10-15 00:44:14,804 - Train: 0.68% [8550/1251000] [6.8/1000.0] [batch_t 0.417 (0.416)] [data_t 0.015] [optim_t 0.402] [lr 0.001027] [CE 5.184 (5.098)] [KD 8.143 (8.414)] +2024-10-15 00:44:35,887 - Train: 0.69% [8600/1251000] [6.9/1000.0] [batch_t 0.437 (0.422)] [data_t 0.015] [optim_t 0.422] [lr 0.001033] [CE 4.760 (5.088)] [KD 8.327 (8.275)] +2024-10-15 00:44:56,754 - Train: 0.69% [8650/1251000] [6.9/1000.0] [batch_t 0.392 (0.417)] [data_t 0.016] [optim_t 0.377] [lr 0.001039] [CE 4.677 (5.095)] [KD 8.107 (8.310)] +2024-10-15 00:45:17,336 - Train: 0.70% [8700/1251000] [7.0/1000.0] [batch_t 0.405 (0.412)] [data_t 0.015] [optim_t 0.390] [lr 0.001045] [CE 5.260 (5.197)] [KD 8.294 (8.343)] +2024-10-15 00:45:37,598 - Train: 0.70% [8750/1251000] [7.0/1000.0] [batch_t 0.357 (0.405)] [data_t 0.015] [optim_t 0.342] [lr 0.001051] [CE 4.729 (5.084)] [KD 8.212 (8.212)] +2024-10-15 00:45:40,124 - ==> Total time: 1:03:48 Eta: 6 days, 6:52:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 00:46:03,727 - Train: 0.70% [8800/1251000] [7.0/1000.0] [batch_t 0.565 (0.522)] [data_t 0.015] [optim_t 0.550] [lr 0.001057] [CE 5.153 (5.117)] [KD 8.096 (8.204)] +2024-10-15 00:46:27,330 - Train: 0.71% [8850/1251000] [7.1/1000.0] [batch_t 0.448 (0.472)] [data_t 0.015] [optim_t 0.433] [lr 0.001063] [CE 5.388 (5.109)] [KD 8.458 (8.067)] +2024-10-15 00:46:49,958 - Train: 0.71% [8900/1251000] [7.1/1000.0] [batch_t 0.386 (0.452)] [data_t 0.015] [optim_t 0.370] [lr 0.001069] [CE 4.951 (5.165)] [KD 8.308 (8.379)] +2024-10-15 00:47:12,230 - Train: 0.72% [8950/1251000] [7.2/1000.0] [batch_t 0.358 (0.445)] [data_t 0.015] [optim_t 0.343] [lr 0.001075] [CE 5.589 (5.084)] [KD 8.077 (8.109)] +2024-10-15 00:47:34,483 - Train: 0.72% [9000/1251000] [7.2/1000.0] [batch_t 0.505 (0.445)] [data_t 0.015] [optim_t 0.490] [lr 0.001081] [CE 5.082 (5.176)] [KD 8.005 (8.148)] +2024-10-15 00:47:56,744 - Train: 0.72% [9050/1251000] [7.2/1000.0] [batch_t 0.460 (0.445)] [data_t 0.015] [optim_t 0.445] [lr 0.001087] [CE 4.636 (5.176)] [KD 8.356 (8.206)] +2024-10-15 00:48:18,849 - Train: 0.73% [9100/1251000] [7.3/1000.0] [batch_t 0.380 (0.442)] [data_t 0.015] [optim_t 0.365] [lr 0.001093] [CE 4.981 (5.094)] [KD 8.388 (8.124)] +2024-10-15 00:48:40,961 - Train: 0.73% [9150/1251000] [7.3/1000.0] [batch_t 0.440 (0.442)] [data_t 0.015] [optim_t 0.424] [lr 0.001099] [CE 4.884 (5.026)] [KD 8.255 (8.034)] +2024-10-15 00:49:01,971 - Train: 0.74% [9200/1251000] [7.4/1000.0] [batch_t 0.555 (0.420)] [data_t 0.015] [optim_t 0.540] [lr 0.001105] [CE 5.064 (5.071)] [KD 8.245 (8.015)] +2024-10-15 00:49:22,367 - Train: 0.74% [9250/1251000] [7.4/1000.0] [batch_t 0.360 (0.408)] [data_t 0.015] [optim_t 0.345] [lr 0.001111] [CE 5.038 (5.025)] [KD 7.834 (8.001)] +2024-10-15 00:49:42,666 - Train: 0.74% [9300/1251000] [7.4/1000.0] [batch_t 0.446 (0.406)] [data_t 0.052] [optim_t 0.393] [lr 0.001117] [CE 5.180 (5.142)] [KD 7.947 (7.828)] +2024-10-15 00:50:04,776 - Train: 0.75% [9350/1251000] [7.5/1000.0] [batch_t 0.450 (0.442)] [data_t 0.110] [optim_t 0.340] [lr 0.001123] [CE 5.351 (5.113)] [KD 8.213 (8.018)] +2024-10-15 00:50:26,257 - Train: 0.75% [9400/1251000] [7.5/1000.0] [batch_t 0.405 (0.430)] [data_t 0.015] [optim_t 0.390] [lr 0.001129] [CE 5.312 (5.111)] [KD 7.895 (8.039)] +2024-10-15 00:50:47,497 - Train: 0.76% [9450/1251000] [7.6/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.001135] [CE 4.586 (5.089)] [KD 7.622 (7.892)] +2024-10-15 00:51:08,334 - Train: 0.76% [9500/1251000] [7.6/1000.0] [batch_t 0.384 (0.417)] [data_t 0.016] [optim_t 0.368] [lr 0.001141] [CE 5.520 (5.128)] [KD 8.058 (7.867)] +2024-10-15 00:51:29,311 - Train: 0.76% [9550/1251000] [7.6/1000.0] [batch_t 0.402 (0.419)] [data_t 0.015] [optim_t 0.386] [lr 0.001147] [CE 4.999 (5.018)] [KD 7.710 (7.742)] +2024-10-15 00:51:51,067 - Train: 0.77% [9600/1251000] [7.7/1000.0] [batch_t 0.503 (0.435)] [data_t 0.015] [optim_t 0.488] [lr 0.001153] [CE 5.226 (5.004)] [KD 7.968 (7.734)] +2024-10-15 00:52:13,302 - Train: 0.77% [9650/1251000] [7.7/1000.0] [batch_t 0.460 (0.445)] [data_t 0.015] [optim_t 0.444] [lr 0.001159] [CE 4.964 (5.067)] [KD 7.957 (7.895)] +2024-10-15 00:52:35,570 - Train: 0.78% [9700/1251000] [7.8/1000.0] [batch_t 0.426 (0.445)] [data_t 0.015] [optim_t 0.411] [lr 0.001165] [CE 4.723 (5.019)] [KD 7.274 (7.738)] +2024-10-15 00:52:56,785 - Train: 0.78% [9750/1251000] [7.8/1000.0] [batch_t 0.424 (0.424)] [data_t 0.016] [optim_t 0.408] [lr 0.001171] [CE 4.757 (5.065)] [KD 7.475 (7.721)] +2024-10-15 00:53:18,111 - Train: 0.78% [9800/1251000] [7.8/1000.0] [batch_t 0.446 (0.426)] [data_t 0.015] [optim_t 0.431] [lr 0.001177] [CE 4.969 (5.033)] [KD 8.275 (7.721)] +2024-10-15 00:53:39,236 - Train: 0.79% [9850/1251000] [7.9/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.347] [lr 0.001183] [CE 5.105 (4.985)] [KD 8.096 (7.678)] +2024-10-15 00:54:00,954 - Train: 0.79% [9900/1251000] [7.9/1000.0] [batch_t 0.417 (0.434)] [data_t 0.015] [optim_t 0.402] [lr 0.001189] [CE 5.536 (5.067)] [KD 8.386 (7.571)] +2024-10-15 00:54:23,015 - Train: 0.80% [9950/1251000] [8.0/1000.0] [batch_t 0.409 (0.441)] [data_t 0.015] [optim_t 0.393] [lr 0.001195] [CE 4.841 (5.036)] [KD 7.720 (7.558)] +2024-10-15 00:54:44,040 - Train: 0.80% [10000/1251000] [8.0/1000.0] [batch_t 0.359 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.001201] [CE 5.039 (5.044)] [KD 7.521 (7.570)] +2024-10-15 00:54:46,909 - ==> Total time: 1:12:55 Eta: 6 days, 6:42:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 00:55:09,369 - Train: 0.80% [10050/1251000] [8.0/1000.0] [batch_t 0.366 (0.506)] [data_t 0.015] [optim_t 0.351] [lr 0.001207] [CE 4.925 (5.015)] [KD 7.247 (7.398)] +2024-10-15 00:55:30,942 - Train: 0.81% [10100/1251000] [8.1/1000.0] [batch_t 0.422 (0.431)] [data_t 0.015] [optim_t 0.407] [lr 0.001213] [CE 5.204 (4.998)] [KD 7.648 (7.457)] +2024-10-15 00:55:52,311 - Train: 0.81% [10150/1251000] [8.1/1000.0] [batch_t 0.356 (0.427)] [data_t 0.016] [optim_t 0.341] [lr 0.001219] [CE 5.019 (4.981)] [KD 8.011 (7.722)] +2024-10-15 00:56:14,095 - Train: 0.82% [10200/1251000] [8.2/1000.0] [batch_t 0.371 (0.436)] [data_t 0.015] [optim_t 0.356] [lr 0.001225] [CE 5.525 (5.006)] [KD 7.711 (7.588)] +2024-10-15 00:56:35,297 - Train: 0.82% [10250/1251000] [8.2/1000.0] [batch_t 0.488 (0.424)] [data_t 0.015] [optim_t 0.473] [lr 0.001231] [CE 4.771 (4.964)] [KD 7.288 (7.470)] +2024-10-15 00:56:56,866 - Train: 0.82% [10300/1251000] [8.2/1000.0] [batch_t 0.360 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.001237] [CE 5.064 (4.999)] [KD 7.149 (7.471)] +2024-10-15 00:57:18,695 - Train: 0.83% [10350/1251000] [8.3/1000.0] [batch_t 0.456 (0.436)] [data_t 0.015] [optim_t 0.441] [lr 0.001243] [CE 4.709 (5.073)] [KD 7.282 (7.570)] +2024-10-15 00:57:40,164 - Train: 0.83% [10400/1251000] [8.3/1000.0] [batch_t 0.394 (0.429)] [data_t 0.015] [optim_t 0.379] [lr 0.001249] [CE 4.985 (4.993)] [KD 7.554 (7.484)] +2024-10-15 00:58:01,666 - Train: 0.84% [10450/1251000] [8.4/1000.0] [batch_t 0.401 (0.430)] [data_t 0.015] [optim_t 0.386] [lr 0.001255] [CE 5.197 (5.018)] [KD 7.659 (7.379)] +2024-10-15 00:58:22,610 - Train: 0.84% [10500/1251000] [8.4/1000.0] [batch_t 0.432 (0.419)] [data_t 0.015] [optim_t 0.417] [lr 0.001261] [CE 5.168 (4.938)] [KD 7.123 (7.382)] +2024-10-15 00:58:43,821 - Train: 0.84% [10550/1251000] [8.4/1000.0] [batch_t 0.361 (0.424)] [data_t 0.016] [optim_t 0.345] [lr 0.001267] [CE 5.002 (5.034)] [KD 7.208 (7.416)] +2024-10-15 00:59:05,456 - Train: 0.85% [10600/1251000] [8.5/1000.0] [batch_t 0.478 (0.433)] [data_t 0.015] [optim_t 0.462] [lr 0.001273] [CE 4.889 (4.979)] [KD 7.304 (7.385)] +2024-10-15 00:59:26,655 - Train: 0.85% [10650/1251000] [8.5/1000.0] [batch_t 0.391 (0.424)] [data_t 0.016] [optim_t 0.375] [lr 0.001279] [CE 4.933 (4.996)] [KD 7.353 (7.365)] +2024-10-15 00:59:48,247 - Train: 0.86% [10700/1251000] [8.6/1000.0] [batch_t 0.431 (0.432)] [data_t 0.016] [optim_t 0.415] [lr 0.001285] [CE 4.984 (5.122)] [KD 7.179 (7.494)] +2024-10-15 01:00:09,796 - Train: 0.86% [10750/1251000] [8.6/1000.0] [batch_t 0.525 (0.431)] [data_t 0.016] [optim_t 0.509] [lr 0.001291] [CE 4.993 (5.024)] [KD 7.410 (7.421)] +2024-10-15 01:00:30,894 - Train: 0.86% [10800/1251000] [8.6/1000.0] [batch_t 0.378 (0.422)] [data_t 0.015] [optim_t 0.363] [lr 0.001297] [CE 4.686 (5.009)] [KD 7.063 (7.353)] +2024-10-15 01:00:52,440 - Train: 0.87% [10850/1251000] [8.7/1000.0] [batch_t 0.362 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.001303] [CE 4.970 (4.955)] [KD 7.429 (7.138)] +2024-10-15 01:01:13,553 - Train: 0.87% [10900/1251000] [8.7/1000.0] [batch_t 0.484 (0.422)] [data_t 0.015] [optim_t 0.468] [lr 0.001309] [CE 4.655 (4.958)] [KD 7.263 (7.304)] +2024-10-15 01:01:34,748 - Train: 0.88% [10950/1251000] [8.8/1000.0] [batch_t 0.507 (0.424)] [data_t 0.015] [optim_t 0.491] [lr 0.001315] [CE 4.712 (5.001)] [KD 6.808 (7.191)] +2024-10-15 01:01:56,254 - Train: 0.88% [11000/1251000] [8.8/1000.0] [batch_t 0.413 (0.430)] [data_t 0.015] [optim_t 0.398] [lr 0.001321] [CE 4.712 (4.949)] [KD 7.238 (7.092)] +2024-10-15 01:02:17,515 - Train: 0.88% [11050/1251000] [8.8/1000.0] [batch_t 0.376 (0.425)] [data_t 0.015] [optim_t 0.361] [lr 0.001326] [CE 4.948 (4.997)] [KD 7.336 (7.359)] +2024-10-15 01:02:39,124 - Train: 0.89% [11100/1251000] [8.9/1000.0] [batch_t 0.365 (0.432)] [data_t 0.015] [optim_t 0.349] [lr 0.001332] [CE 4.911 (5.008)] [KD 6.999 (7.164)] +2024-10-15 01:03:00,610 - Train: 0.89% [11150/1251000] [8.9/1000.0] [batch_t 0.419 (0.430)] [data_t 0.015] [optim_t 0.404] [lr 0.001338] [CE 5.644 (4.979)] [KD 7.248 (7.359)] +2024-10-15 01:03:21,824 - Train: 0.90% [11200/1251000] [9.0/1000.0] [batch_t 0.563 (0.424)] [data_t 0.015] [optim_t 0.547] [lr 0.001344] [CE 5.317 (5.031)] [KD 7.219 (7.244)] +2024-10-15 01:03:42,805 - Train: 0.90% [11250/1251000] [9.0/1000.0] [batch_t 0.362 (0.420)] [data_t 0.015] [optim_t 0.347] [lr 0.001350] [CE 4.316 (4.996)] [KD 7.182 (7.176)] +2024-10-15 01:03:46,048 - ==> Total time: 1:21:54 Eta: 6 days, 6:19:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 01:04:07,933 - Train: 0.90% [11300/1251000] [9.0/1000.0] [batch_t 0.364 (0.500)] [data_t 0.016] [optim_t 0.348] [lr 0.001356] [CE 4.812 (4.980)] [KD 7.011 (7.211)] +2024-10-15 01:04:29,127 - Train: 0.91% [11350/1251000] [9.1/1000.0] [batch_t 0.475 (0.424)] [data_t 0.015] [optim_t 0.459] [lr 0.001362] [CE 5.070 (4.988)] [KD 6.968 (7.201)] +2024-10-15 01:04:51,244 - Train: 0.91% [11400/1251000] [9.1/1000.0] [batch_t 0.485 (0.442)] [data_t 0.015] [optim_t 0.470] [lr 0.001368] [CE 4.967 (4.899)] [KD 7.176 (7.073)] +2024-10-15 01:05:13,325 - Train: 0.92% [11450/1251000] [9.2/1000.0] [batch_t 0.696 (0.442)] [data_t 0.015] [optim_t 0.681] [lr 0.001374] [CE 5.327 (4.957)] [KD 6.993 (7.188)] +2024-10-15 01:05:34,472 - Train: 0.92% [11500/1251000] [9.2/1000.0] [batch_t 0.517 (0.423)] [data_t 0.015] [optim_t 0.502] [lr 0.001380] [CE 4.640 (4.956)] [KD 6.850 (7.122)] +2024-10-15 01:05:55,782 - Train: 0.92% [11550/1251000] [9.2/1000.0] [batch_t 0.433 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.001386] [CE 4.692 (4.936)] [KD 6.943 (7.098)] +2024-10-15 01:06:16,939 - Train: 0.93% [11600/1251000] [9.3/1000.0] [batch_t 0.428 (0.423)] [data_t 0.015] [optim_t 0.412] [lr 0.001392] [CE 4.793 (4.948)] [KD 7.243 (7.112)] +2024-10-15 01:06:38,483 - Train: 0.93% [11650/1251000] [9.3/1000.0] [batch_t 0.454 (0.431)] [data_t 0.015] [optim_t 0.439] [lr 0.001398] [CE 4.372 (4.919)] [KD 7.086 (7.060)] +2024-10-15 01:06:59,668 - Train: 0.94% [11700/1251000] [9.4/1000.0] [batch_t 0.523 (0.424)] [data_t 0.015] [optim_t 0.507] [lr 0.001404] [CE 5.347 (4.890)] [KD 7.088 (6.943)] +2024-10-15 01:07:20,868 - Train: 0.94% [11750/1251000] [9.4/1000.0] [batch_t 0.456 (0.424)] [data_t 0.015] [optim_t 0.440] [lr 0.001410] [CE 5.449 (4.922)] [KD 7.207 (7.008)] +2024-10-15 01:07:42,108 - Train: 0.94% [11800/1251000] [9.4/1000.0] [batch_t 0.365 (0.425)] [data_t 0.015] [optim_t 0.350] [lr 0.001416] [CE 5.204 (4.991)] [KD 7.124 (7.103)] +2024-10-15 01:08:03,500 - Train: 0.95% [11850/1251000] [9.5/1000.0] [batch_t 0.425 (0.428)] [data_t 0.015] [optim_t 0.409] [lr 0.001422] [CE 5.144 (4.900)] [KD 7.312 (6.952)] +2024-10-15 01:08:25,413 - Train: 0.95% [11900/1251000] [9.5/1000.0] [batch_t 0.514 (0.438)] [data_t 0.015] [optim_t 0.498] [lr 0.001428] [CE 5.018 (4.941)] [KD 6.970 (6.938)] +2024-10-15 01:08:46,809 - Train: 0.96% [11950/1251000] [9.6/1000.0] [batch_t 0.448 (0.428)] [data_t 0.015] [optim_t 0.433] [lr 0.001434] [CE 4.732 (4.916)] [KD 6.550 (6.924)] +2024-10-15 01:09:08,581 - Train: 0.96% [12000/1251000] [9.6/1000.0] [batch_t 0.497 (0.435)] [data_t 0.015] [optim_t 0.481] [lr 0.001440] [CE 5.262 (4.987)] [KD 7.016 (6.907)] +2024-10-15 01:09:29,965 - Train: 0.96% [12050/1251000] [9.6/1000.0] [batch_t 0.456 (0.428)] [data_t 0.016] [optim_t 0.441] [lr 0.001446] [CE 5.173 (4.900)] [KD 6.848 (6.891)] +2024-10-15 01:09:51,725 - Train: 0.97% [12100/1251000] [9.7/1000.0] [batch_t 0.469 (0.435)] [data_t 0.015] [optim_t 0.453] [lr 0.001452] [CE 5.055 (4.872)] [KD 6.715 (6.811)] +2024-10-15 01:10:13,487 - Train: 0.97% [12150/1251000] [9.7/1000.0] [batch_t 0.367 (0.435)] [data_t 0.015] [optim_t 0.352] [lr 0.001458] [CE 4.988 (4.954)] [KD 6.332 (6.779)] +2024-10-15 01:10:35,036 - Train: 0.98% [12200/1251000] [9.8/1000.0] [batch_t 0.400 (0.431)] [data_t 0.060] [optim_t 0.341] [lr 0.001464] [CE 5.272 (4.944)] [KD 6.907 (6.692)] +2024-10-15 01:10:57,112 - Train: 0.98% [12250/1251000] [9.8/1000.0] [batch_t 0.447 (0.441)] [data_t 0.103] [optim_t 0.344] [lr 0.001470] [CE 5.117 (4.982)] [KD 7.697 (6.992)] +2024-10-15 01:11:18,978 - Train: 0.98% [12300/1251000] [9.8/1000.0] [batch_t 0.425 (0.437)] [data_t 0.083] [optim_t 0.343] [lr 0.001476] [CE 4.406 (4.958)] [KD 6.803 (7.017)] +2024-10-15 01:11:40,394 - Train: 0.99% [12350/1251000] [9.9/1000.0] [batch_t 0.489 (0.428)] [data_t 0.140] [optim_t 0.349] [lr 0.001482] [CE 4.879 (4.925)] [KD 6.976 (6.888)] +2024-10-15 01:12:01,590 - Train: 0.99% [12400/1251000] [9.9/1000.0] [batch_t 0.430 (0.424)] [data_t 0.084] [optim_t 0.346] [lr 0.001488] [CE 4.923 (4.948)] [KD 7.208 (6.875)] +2024-10-15 01:12:23,393 - Train: 1.00% [12450/1251000] [10.0/1000.0] [batch_t 0.366 (0.436)] [data_t 0.016] [optim_t 0.351] [lr 0.001494] [CE 4.613 (4.843)] [KD 6.423 (6.745)] +2024-10-15 01:12:44,145 - Train: 1.00% [12500/1251000] [10.0/1000.0] [batch_t 0.362 (0.415)] [data_t 0.015] [optim_t 0.346] [lr 0.001500] [CE 5.609 (4.919)] [KD 6.961 (6.833)] +2024-10-15 01:13:09,268 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 29094] [top5_cnt 41082] [top_all 50000] +2024-10-15 01:13:09,269 - net: 58.188 (82.164) +2024-10-15 01:13:30,421 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 430] [top5_cnt 2286] [top_all 50000] +2024-10-15 01:13:30,422 - net_E: 0.860 (4.572) +2024-10-15 01:13:30,604 - Max [top1: 58.188 (epoch: 10)] [top1-ema: 0.860 (epoch: 10)] +2024-10-15 01:13:30,604 - ==> Total time: 1:31:39 Eta: 6 days, 7:13:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 01:13:53,801 - Train: 1.00% [12550/1251000] [10.0/1000.0] [batch_t 0.361 (0.437)] [data_t 0.016] [optim_t 0.346] [lr 0.001506] [CE 5.375 (4.951)] [KD 7.233 (6.839)] +2024-10-15 01:14:14,868 - Train: 1.01% [12600/1251000] [10.1/1000.0] [batch_t 0.404 (0.421)] [data_t 0.059] [optim_t 0.345] [lr 0.001512] [CE 5.107 (4.894)] [KD 6.979 (6.849)] +2024-10-15 01:14:36,361 - Train: 1.01% [12650/1251000] [10.1/1000.0] [batch_t 0.454 (0.430)] [data_t 0.015] [optim_t 0.439] [lr 0.001518] [CE 4.357 (4.891)] [KD 6.514 (6.830)] +2024-10-15 01:14:57,712 - Train: 1.02% [12700/1251000] [10.2/1000.0] [batch_t 0.474 (0.427)] [data_t 0.016] [optim_t 0.459] [lr 0.001524] [CE 4.688 (4.932)] [KD 6.252 (6.802)] +2024-10-15 01:15:18,843 - Train: 1.02% [12750/1251000] [10.2/1000.0] [batch_t 0.437 (0.423)] [data_t 0.015] [optim_t 0.422] [lr 0.001530] [CE 4.998 (4.947)] [KD 6.657 (6.868)] +2024-10-15 01:15:40,241 - Train: 1.02% [12800/1251000] [10.2/1000.0] [batch_t 0.365 (0.428)] [data_t 0.015] [optim_t 0.350] [lr 0.001536] [CE 5.061 (4.874)] [KD 6.782 (6.698)] +2024-10-15 01:16:01,520 - Train: 1.03% [12850/1251000] [10.3/1000.0] [batch_t 0.441 (0.425)] [data_t 0.015] [optim_t 0.426] [lr 0.001542] [CE 4.574 (4.882)] [KD 6.884 (6.681)] +2024-10-15 01:16:22,402 - Train: 1.03% [12900/1251000] [10.3/1000.0] [batch_t 0.362 (0.418)] [data_t 0.015] [optim_t 0.346] [lr 0.001548] [CE 4.714 (4.880)] [KD 6.327 (6.738)] +2024-10-15 01:16:43,662 - Train: 1.04% [12950/1251000] [10.4/1000.0] [batch_t 0.457 (0.425)] [data_t 0.015] [optim_t 0.442] [lr 0.001554] [CE 4.862 (4.887)] [KD 6.727 (6.692)] +2024-10-15 01:17:04,907 - Train: 1.04% [13000/1251000] [10.4/1000.0] [batch_t 0.482 (0.425)] [data_t 0.015] [optim_t 0.466] [lr 0.001560] [CE 4.756 (4.942)] [KD 6.576 (6.668)] +2024-10-15 01:17:26,158 - Train: 1.04% [13050/1251000] [10.4/1000.0] [batch_t 0.446 (0.425)] [data_t 0.016] [optim_t 0.430] [lr 0.001566] [CE 4.667 (4.888)] [KD 6.442 (6.628)] +2024-10-15 01:17:47,493 - Train: 1.05% [13100/1251000] [10.5/1000.0] [batch_t 0.454 (0.427)] [data_t 0.015] [optim_t 0.439] [lr 0.001572] [CE 4.928 (4.861)] [KD 6.591 (6.686)] +2024-10-15 01:18:08,955 - Train: 1.05% [13150/1251000] [10.5/1000.0] [batch_t 0.421 (0.429)] [data_t 0.016] [optim_t 0.405] [lr 0.001578] [CE 4.604 (4.859)] [KD 6.259 (6.683)] +2024-10-15 01:18:30,659 - Train: 1.06% [13200/1251000] [10.6/1000.0] [batch_t 0.404 (0.434)] [data_t 0.015] [optim_t 0.388] [lr 0.001584] [CE 4.897 (4.846)] [KD 6.438 (6.565)] +2024-10-15 01:18:51,741 - Train: 1.06% [13250/1251000] [10.6/1000.0] [batch_t 0.540 (0.422)] [data_t 0.016] [optim_t 0.524] [lr 0.001590] [CE 4.573 (4.812)] [KD 6.827 (6.651)] +2024-10-15 01:19:13,225 - Train: 1.06% [13300/1251000] [10.6/1000.0] [batch_t 0.430 (0.430)] [data_t 0.015] [optim_t 0.414] [lr 0.001596] [CE 5.134 (4.857)] [KD 6.590 (6.524)] +2024-10-15 01:19:34,439 - Train: 1.07% [13350/1251000] [10.7/1000.0] [batch_t 0.415 (0.424)] [data_t 0.015] [optim_t 0.399] [lr 0.001602] [CE 4.995 (4.893)] [KD 6.767 (6.510)] +2024-10-15 01:19:55,751 - Train: 1.07% [13400/1251000] [10.7/1000.0] [batch_t 0.439 (0.426)] [data_t 0.016] [optim_t 0.424] [lr 0.001608] [CE 4.794 (4.846)] [KD 6.923 (6.525)] +2024-10-15 01:20:17,262 - Train: 1.08% [13450/1251000] [10.8/1000.0] [batch_t 0.364 (0.430)] [data_t 0.015] [optim_t 0.349] [lr 0.001614] [CE 5.001 (4.868)] [KD 6.713 (6.575)] +2024-10-15 01:20:38,931 - Train: 1.08% [13500/1251000] [10.8/1000.0] [batch_t 0.473 (0.433)] [data_t 0.015] [optim_t 0.457] [lr 0.001620] [CE 4.669 (4.859)] [KD 6.725 (6.577)] +2024-10-15 01:21:01,004 - Train: 1.08% [13550/1251000] [10.8/1000.0] [batch_t 0.750 (0.441)] [data_t 0.015] [optim_t 0.734] [lr 0.001626] [CE 5.337 (4.891)] [KD 6.610 (6.641)] +2024-10-15 01:21:21,102 - Train: 1.09% [13600/1251000] [10.9/1000.0] [batch_t 0.408 (0.402)] [data_t 0.016] [optim_t 0.392] [lr 0.001632] [CE 4.297 (4.831)] [KD 6.588 (6.476)] +2024-10-15 01:21:42,360 - Train: 1.09% [13650/1251000] [10.9/1000.0] [batch_t 0.441 (0.425)] [data_t 0.015] [optim_t 0.425] [lr 0.001638] [CE 5.295 (4.891)] [KD 6.533 (6.528)] +2024-10-15 01:22:03,293 - Train: 1.10% [13700/1251000] [11.0/1000.0] [batch_t 0.458 (0.419)] [data_t 0.114] [optim_t 0.345] [lr 0.001644] [CE 4.749 (4.872)] [KD 6.339 (6.567)] +2024-10-15 01:22:24,603 - Train: 1.10% [13750/1251000] [11.0/1000.0] [batch_t 0.399 (0.426)] [data_t 0.058] [optim_t 0.341] [lr 0.001650] [CE 4.953 (4.895)] [KD 6.442 (6.507)] +2024-10-15 01:22:28,550 - ==> Total time: 1:40:37 Eta: 6 days, 6:46:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 01:22:49,649 - Train: 1.10% [13800/1251000] [11.0/1000.0] [batch_t 0.365 (0.500)] [data_t 0.015] [optim_t 0.350] [lr 0.001656] [CE 5.324 (4.768)] [KD 6.750 (6.431)] +2024-10-15 01:23:11,740 - Train: 1.11% [13850/1251000] [11.1/1000.0] [batch_t 0.455 (0.442)] [data_t 0.015] [optim_t 0.439] [lr 0.001662] [CE 4.590 (4.885)] [KD 6.188 (6.499)] +2024-10-15 01:23:33,585 - Train: 1.11% [13900/1251000] [11.1/1000.0] [batch_t 0.447 (0.437)] [data_t 0.016] [optim_t 0.432] [lr 0.001668] [CE 4.747 (4.872)] [KD 6.705 (6.536)] +2024-10-15 01:23:55,315 - Train: 1.12% [13950/1251000] [11.2/1000.0] [batch_t 0.433 (0.434)] [data_t 0.015] [optim_t 0.417] [lr 0.001674] [CE 5.020 (4.871)] [KD 6.416 (6.505)] +2024-10-15 01:24:17,372 - Train: 1.12% [14000/1251000] [11.2/1000.0] [batch_t 0.406 (0.441)] [data_t 0.015] [optim_t 0.391] [lr 0.001680] [CE 5.141 (4.810)] [KD 6.680 (6.438)] +2024-10-15 01:24:39,086 - Train: 1.12% [14050/1251000] [11.2/1000.0] [batch_t 0.433 (0.434)] [data_t 0.015] [optim_t 0.417] [lr 0.001686] [CE 4.325 (4.855)] [KD 6.493 (6.493)] +2024-10-15 01:25:01,148 - Train: 1.13% [14100/1251000] [11.3/1000.0] [batch_t 0.475 (0.441)] [data_t 0.015] [optim_t 0.460] [lr 0.001692] [CE 5.090 (4.824)] [KD 6.899 (6.470)] +2024-10-15 01:25:22,560 - Train: 1.13% [14150/1251000] [11.3/1000.0] [batch_t 0.456 (0.428)] [data_t 0.016] [optim_t 0.441] [lr 0.001698] [CE 4.827 (4.949)] [KD 6.746 (6.668)] +2024-10-15 01:25:44,190 - Train: 1.14% [14200/1251000] [11.4/1000.0] [batch_t 0.426 (0.433)] [data_t 0.015] [optim_t 0.410] [lr 0.001704] [CE 4.798 (4.848)] [KD 6.378 (6.496)] +2024-10-15 01:26:05,696 - Train: 1.14% [14250/1251000] [11.4/1000.0] [batch_t 0.465 (0.430)] [data_t 0.015] [optim_t 0.449] [lr 0.001710] [CE 5.328 (4.846)] [KD 6.578 (6.422)] +2024-10-15 01:26:27,152 - Train: 1.14% [14300/1251000] [11.4/1000.0] [batch_t 0.397 (0.429)] [data_t 0.016] [optim_t 0.381] [lr 0.001716] [CE 4.853 (4.859)] [KD 6.691 (6.496)] +2024-10-15 01:26:48,761 - Train: 1.15% [14350/1251000] [11.5/1000.0] [batch_t 0.423 (0.432)] [data_t 0.015] [optim_t 0.407] [lr 0.001722] [CE 5.487 (4.903)] [KD 6.713 (6.408)] +2024-10-15 01:27:09,761 - Train: 1.15% [14400/1251000] [11.5/1000.0] [batch_t 0.460 (0.420)] [data_t 0.015] [optim_t 0.445] [lr 0.001728] [CE 4.277 (4.886)] [KD 6.792 (6.470)] +2024-10-15 01:27:30,635 - Train: 1.16% [14450/1251000] [11.6/1000.0] [batch_t 0.431 (0.417)] [data_t 0.016] [optim_t 0.415] [lr 0.001734] [CE 4.689 (4.858)] [KD 6.281 (6.443)] +2024-10-15 01:27:51,989 - Train: 1.16% [14500/1251000] [11.6/1000.0] [batch_t 0.421 (0.427)] [data_t 0.015] [optim_t 0.406] [lr 0.001740] [CE 4.775 (4.887)] [KD 6.087 (6.282)] +2024-10-15 01:28:12,825 - Train: 1.16% [14550/1251000] [11.6/1000.0] [batch_t 0.432 (0.417)] [data_t 0.016] [optim_t 0.417] [lr 0.001746] [CE 4.594 (4.869)] [KD 6.357 (6.408)] +2024-10-15 01:28:34,185 - Train: 1.17% [14600/1251000] [11.7/1000.0] [batch_t 0.406 (0.427)] [data_t 0.015] [optim_t 0.390] [lr 0.001752] [CE 5.004 (4.892)] [KD 6.437 (6.475)] +2024-10-15 01:28:56,118 - Train: 1.17% [14650/1251000] [11.7/1000.0] [batch_t 0.470 (0.439)] [data_t 0.016] [optim_t 0.454] [lr 0.001758] [CE 5.181 (4.858)] [KD 6.765 (6.342)] +2024-10-15 01:29:16,947 - Train: 1.18% [14700/1251000] [11.8/1000.0] [batch_t 0.421 (0.416)] [data_t 0.016] [optim_t 0.405] [lr 0.001764] [CE 4.635 (4.870)] [KD 6.360 (6.301)] +2024-10-15 01:29:38,305 - Train: 1.18% [14750/1251000] [11.8/1000.0] [batch_t 0.411 (0.427)] [data_t 0.015] [optim_t 0.395] [lr 0.001770] [CE 5.061 (4.864)] [KD 6.407 (6.365)] +2024-10-15 01:29:59,261 - Train: 1.18% [14800/1251000] [11.8/1000.0] [batch_t 0.456 (0.419)] [data_t 0.016] [optim_t 0.440] [lr 0.001776] [CE 4.703 (4.858)] [KD 6.163 (6.327)] +2024-10-15 01:30:20,569 - Train: 1.19% [14850/1251000] [11.9/1000.0] [batch_t 0.415 (0.426)] [data_t 0.015] [optim_t 0.400] [lr 0.001782] [CE 4.636 (4.847)] [KD 6.085 (6.420)] +2024-10-15 01:30:42,216 - Train: 1.19% [14900/1251000] [11.9/1000.0] [batch_t 0.433 (0.433)] [data_t 0.015] [optim_t 0.418] [lr 0.001788] [CE 4.726 (4.843)] [KD 6.457 (6.292)] +2024-10-15 01:31:03,061 - Train: 1.20% [14950/1251000] [12.0/1000.0] [batch_t 0.369 (0.417)] [data_t 0.015] [optim_t 0.353] [lr 0.001794] [CE 5.103 (4.805)] [KD 6.183 (6.181)] +2024-10-15 01:31:24,294 - Train: 1.20% [15000/1251000] [12.0/1000.0] [batch_t 0.359 (0.425)] [data_t 0.015] [optim_t 0.344] [lr 0.001800] [CE 4.468 (4.884)] [KD 6.052 (6.507)] +2024-10-15 01:31:28,726 - ==> Total time: 1:49:37 Eta: 6 days, 6:25:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 01:31:49,404 - Train: 1.20% [15050/1251000] [12.0/1000.0] [batch_t 0.362 (0.505)] [data_t 0.016] [optim_t 0.347] [lr 0.001806] [CE 5.217 (4.922)] [KD 6.279 (6.380)] +2024-10-15 01:32:10,232 - Train: 1.21% [15100/1251000] [12.1/1000.0] [batch_t 0.441 (0.416)] [data_t 0.016] [optim_t 0.425] [lr 0.001812] [CE 4.971 (4.835)] [KD 6.270 (6.164)] +2024-10-15 01:32:31,767 - Train: 1.21% [15150/1251000] [12.1/1000.0] [batch_t 0.420 (0.431)] [data_t 0.016] [optim_t 0.404] [lr 0.001818] [CE 4.061 (4.821)] [KD 5.841 (6.181)] +2024-10-15 01:32:53,386 - Train: 1.22% [15200/1251000] [12.2/1000.0] [batch_t 0.498 (0.432)] [data_t 0.015] [optim_t 0.483] [lr 0.001824] [CE 4.682 (4.772)] [KD 6.376 (6.137)] +2024-10-15 01:33:14,832 - Train: 1.22% [15250/1251000] [12.2/1000.0] [batch_t 0.447 (0.429)] [data_t 0.015] [optim_t 0.432] [lr 0.001830] [CE 4.615 (4.831)] [KD 6.185 (6.250)] +2024-10-15 01:33:36,158 - Train: 1.22% [15300/1251000] [12.2/1000.0] [batch_t 0.427 (0.426)] [data_t 0.016] [optim_t 0.412] [lr 0.001836] [CE 4.840 (4.923)] [KD 5.997 (6.260)] +2024-10-15 01:33:57,888 - Train: 1.23% [15350/1251000] [12.3/1000.0] [batch_t 0.393 (0.435)] [data_t 0.015] [optim_t 0.377] [lr 0.001842] [CE 4.634 (4.854)] [KD 6.047 (6.171)] +2024-10-15 01:34:19,692 - Train: 1.23% [15400/1251000] [12.3/1000.0] [batch_t 0.476 (0.436)] [data_t 0.016] [optim_t 0.460] [lr 0.001848] [CE 5.426 (4.851)] [KD 6.500 (6.239)] +2024-10-15 01:34:40,644 - Train: 1.24% [15450/1251000] [12.4/1000.0] [batch_t 0.420 (0.419)] [data_t 0.015] [optim_t 0.404] [lr 0.001854] [CE 4.583 (4.792)] [KD 6.457 (6.371)] +2024-10-15 01:35:01,788 - Train: 1.24% [15500/1251000] [12.4/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.001860] [CE 4.542 (4.787)] [KD 6.075 (6.147)] +2024-10-15 01:35:22,974 - Train: 1.24% [15550/1251000] [12.4/1000.0] [batch_t 0.415 (0.424)] [data_t 0.016] [optim_t 0.399] [lr 0.001866] [CE 5.165 (4.893)] [KD 6.078 (6.091)] +2024-10-15 01:35:44,701 - Train: 1.25% [15600/1251000] [12.5/1000.0] [batch_t 0.440 (0.434)] [data_t 0.016] [optim_t 0.424] [lr 0.001872] [CE 4.520 (4.734)] [KD 6.269 (6.092)] +2024-10-15 01:36:05,905 - Train: 1.25% [15650/1251000] [12.5/1000.0] [batch_t 0.438 (0.424)] [data_t 0.015] [optim_t 0.422] [lr 0.001878] [CE 4.674 (4.791)] [KD 6.280 (6.169)] +2024-10-15 01:36:27,328 - Train: 1.25% [15700/1251000] [12.5/1000.0] [batch_t 0.454 (0.428)] [data_t 0.015] [optim_t 0.439] [lr 0.001883] [CE 4.595 (4.782)] [KD 6.251 (6.112)] +2024-10-15 01:36:48,474 - Train: 1.26% [15750/1251000] [12.6/1000.0] [batch_t 0.405 (0.423)] [data_t 0.015] [optim_t 0.389] [lr 0.001889] [CE 4.882 (4.762)] [KD 5.984 (5.991)] +2024-10-15 01:37:09,935 - Train: 1.26% [15800/1251000] [12.6/1000.0] [batch_t 0.394 (0.429)] [data_t 0.015] [optim_t 0.379] [lr 0.001895] [CE 4.575 (4.800)] [KD 5.855 (6.112)] +2024-10-15 01:37:31,674 - Train: 1.27% [15850/1251000] [12.7/1000.0] [batch_t 0.450 (0.435)] [data_t 0.015] [optim_t 0.435] [lr 0.001901] [CE 4.583 (4.814)] [KD 6.047 (6.174)] +2024-10-15 01:37:52,939 - Train: 1.27% [15900/1251000] [12.7/1000.0] [batch_t 0.438 (0.425)] [data_t 0.015] [optim_t 0.422] [lr 0.001907] [CE 4.866 (4.847)] [KD 5.710 (6.170)] +2024-10-15 01:38:14,260 - Train: 1.27% [15950/1251000] [12.7/1000.0] [batch_t 0.471 (0.426)] [data_t 0.015] [optim_t 0.455] [lr 0.001913] [CE 4.856 (4.800)] [KD 5.872 (6.027)] +2024-10-15 01:38:35,887 - Train: 1.28% [16000/1251000] [12.8/1000.0] [batch_t 0.465 (0.432)] [data_t 0.015] [optim_t 0.450] [lr 0.001919] [CE 4.557 (4.805)] [KD 6.367 (6.056)] +2024-10-15 01:38:57,390 - Train: 1.28% [16050/1251000] [12.8/1000.0] [batch_t 0.435 (0.430)] [data_t 0.015] [optim_t 0.420] [lr 0.001925] [CE 4.977 (4.775)] [KD 5.948 (6.082)] +2024-10-15 01:39:18,753 - Train: 1.29% [16100/1251000] [12.9/1000.0] [batch_t 0.421 (0.427)] [data_t 0.015] [optim_t 0.406] [lr 0.001931] [CE 4.683 (4.787)] [KD 5.874 (6.073)] +2024-10-15 01:39:40,399 - Train: 1.29% [16150/1251000] [12.9/1000.0] [batch_t 0.359 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.001937] [CE 4.961 (4.794)] [KD 6.451 (6.141)] +2024-10-15 01:40:02,261 - Train: 1.29% [16200/1251000] [12.9/1000.0] [batch_t 0.422 (0.437)] [data_t 0.015] [optim_t 0.406] [lr 0.001943] [CE 4.396 (4.792)] [KD 6.182 (6.177)] +2024-10-15 01:40:23,278 - Train: 1.30% [16250/1251000] [13.0/1000.0] [batch_t 0.406 (0.420)] [data_t 0.015] [optim_t 0.391] [lr 0.001949] [CE 5.019 (4.845)] [KD 6.391 (6.181)] +2024-10-15 01:40:27,993 - ==> Total time: 1:58:36 Eta: 6 days, 6:05:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 01:40:48,397 - Train: 1.30% [16300/1251000] [13.0/1000.0] [batch_t 0.367 (0.514)] [data_t 0.015] [optim_t 0.352] [lr 0.001955] [CE 5.220 (4.755)] [KD 5.919 (6.134)] +2024-10-15 01:41:10,963 - Train: 1.31% [16350/1251000] [13.1/1000.0] [batch_t 0.408 (0.451)] [data_t 0.015] [optim_t 0.393] [lr 0.001961] [CE 5.182 (4.793)] [KD 6.547 (6.080)] +2024-10-15 01:41:33,146 - Train: 1.31% [16400/1251000] [13.1/1000.0] [batch_t 0.359 (0.444)] [data_t 0.015] [optim_t 0.344] [lr 0.001967] [CE 4.834 (4.734)] [KD 6.088 (6.062)] +2024-10-15 01:41:54,761 - Train: 1.31% [16450/1251000] [13.1/1000.0] [batch_t 0.361 (0.432)] [data_t 0.016] [optim_t 0.345] [lr 0.001973] [CE 4.577 (4.733)] [KD 6.034 (6.035)] +2024-10-15 01:42:16,933 - Train: 1.32% [16500/1251000] [13.2/1000.0] [batch_t 0.419 (0.443)] [data_t 0.015] [optim_t 0.404] [lr 0.001979] [CE 4.652 (4.883)] [KD 6.216 (6.107)] +2024-10-15 01:42:37,390 - Train: 1.32% [16550/1251000] [13.2/1000.0] [batch_t 0.368 (0.409)] [data_t 0.015] [optim_t 0.353] [lr 0.001985] [CE 5.274 (4.735)] [KD 6.256 (5.960)] +2024-10-15 01:42:58,032 - Train: 1.33% [16600/1251000] [13.3/1000.0] [batch_t 0.419 (0.413)] [data_t 0.016] [optim_t 0.403] [lr 0.001991] [CE 4.674 (4.754)] [KD 6.116 (6.043)] +2024-10-15 01:43:18,666 - Train: 1.33% [16650/1251000] [13.3/1000.0] [batch_t 0.490 (0.413)] [data_t 0.015] [optim_t 0.474] [lr 0.001997] [CE 5.179 (4.825)] [KD 6.311 (6.104)] +2024-10-15 01:43:40,090 - Train: 1.33% [16700/1251000] [13.3/1000.0] [batch_t 0.429 (0.428)] [data_t 0.015] [optim_t 0.413] [lr 0.002003] [CE 4.681 (4.760)] [KD 6.277 (6.154)] +2024-10-15 01:44:01,590 - Train: 1.34% [16750/1251000] [13.4/1000.0] [batch_t 0.440 (0.430)] [data_t 0.098] [optim_t 0.342] [lr 0.002009] [CE 4.507 (4.787)] [KD 5.816 (6.074)] +2024-10-15 01:44:23,919 - Train: 1.34% [16800/1251000] [13.4/1000.0] [batch_t 0.468 (0.446)] [data_t 0.126] [optim_t 0.342] [lr 0.002015] [CE 4.877 (4.747)] [KD 6.182 (5.945)] +2024-10-15 01:44:45,688 - Train: 1.35% [16850/1251000] [13.5/1000.0] [batch_t 0.467 (0.435)] [data_t 0.124] [optim_t 0.343] [lr 0.002021] [CE 5.309 (4.759)] [KD 5.952 (5.960)] +2024-10-15 01:45:07,824 - Train: 1.35% [16900/1251000] [13.5/1000.0] [batch_t 0.368 (0.443)] [data_t 0.026] [optim_t 0.342] [lr 0.002027] [CE 4.545 (4.777)] [KD 6.131 (6.077)] +2024-10-15 01:45:28,834 - Train: 1.35% [16950/1251000] [13.5/1000.0] [batch_t 0.439 (0.420)] [data_t 0.089] [optim_t 0.350] [lr 0.002033] [CE 4.839 (4.870)] [KD 5.813 (6.134)] +2024-10-15 01:45:49,856 - Train: 1.36% [17000/1251000] [13.6/1000.0] [batch_t 0.406 (0.420)] [data_t 0.062] [optim_t 0.344] [lr 0.002039] [CE 4.534 (4.778)] [KD 5.870 (5.881)] +2024-10-15 01:46:10,893 - Train: 1.36% [17050/1251000] [13.6/1000.0] [batch_t 0.406 (0.421)] [data_t 0.062] [optim_t 0.344] [lr 0.002045] [CE 5.099 (4.814)] [KD 6.229 (6.061)] +2024-10-15 01:46:32,442 - Train: 1.37% [17100/1251000] [13.7/1000.0] [batch_t 0.446 (0.431)] [data_t 0.101] [optim_t 0.345] [lr 0.002051] [CE 4.199 (4.760)] [KD 5.694 (6.033)] +2024-10-15 01:46:53,594 - Train: 1.37% [17150/1251000] [13.7/1000.0] [batch_t 0.403 (0.423)] [data_t 0.058] [optim_t 0.344] [lr 0.002057] [CE 5.126 (4.776)] [KD 6.241 (6.031)] +2024-10-15 01:47:14,814 - Train: 1.37% [17200/1251000] [13.7/1000.0] [batch_t 0.439 (0.424)] [data_t 0.097] [optim_t 0.342] [lr 0.002063] [CE 4.806 (4.780)] [KD 6.241 (5.876)] +2024-10-15 01:47:36,044 - Train: 1.38% [17250/1251000] [13.8/1000.0] [batch_t 0.467 (0.425)] [data_t 0.122] [optim_t 0.344] [lr 0.002069] [CE 4.490 (4.845)] [KD 5.586 (5.894)] +2024-10-15 01:47:57,365 - Train: 1.38% [17300/1251000] [13.8/1000.0] [batch_t 0.467 (0.426)] [data_t 0.124] [optim_t 0.343] [lr 0.002075] [CE 5.361 (4.787)] [KD 6.262 (5.992)] +2024-10-15 01:48:18,528 - Train: 1.39% [17350/1251000] [13.9/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.002081] [CE 4.556 (4.707)] [KD 5.880 (5.853)] +2024-10-15 01:48:39,959 - Train: 1.39% [17400/1251000] [13.9/1000.0] [batch_t 0.466 (0.429)] [data_t 0.121] [optim_t 0.344] [lr 0.002087] [CE 4.540 (4.736)] [KD 5.808 (5.806)] +2024-10-15 01:49:01,487 - Train: 1.39% [17450/1251000] [13.9/1000.0] [batch_t 0.361 (0.430)] [data_t 0.015] [optim_t 0.346] [lr 0.002093] [CE 4.867 (4.782)] [KD 6.073 (5.906)] +2024-10-15 01:49:22,493 - Train: 1.40% [17500/1251000] [14.0/1000.0] [batch_t 0.359 (0.420)] [data_t 0.020] [optim_t 0.339] [lr 0.002099] [CE 5.006 (4.849)] [KD 5.818 (5.894)] +2024-10-15 01:49:27,550 - ==> Total time: 2:07:36 Eta: 6 days, 5:46:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 01:49:47,468 - Train: 1.40% [17550/1251000] [14.0/1000.0] [batch_t 0.451 (0.513)] [data_t 0.015] [optim_t 0.435] [lr 0.002105] [CE 4.881 (4.822)] [KD 6.053 (5.787)] +2024-10-15 01:50:08,303 - Train: 1.41% [17600/1251000] [14.1/1000.0] [batch_t 0.359 (0.417)] [data_t 0.015] [optim_t 0.343] [lr 0.002111] [CE 4.699 (4.815)] [KD 5.925 (5.904)] +2024-10-15 01:50:30,179 - Train: 1.41% [17650/1251000] [14.1/1000.0] [batch_t 0.440 (0.437)] [data_t 0.094] [optim_t 0.345] [lr 0.002117] [CE 4.727 (4.739)] [KD 5.726 (5.826)] +2024-10-15 01:50:51,869 - Train: 1.41% [17700/1251000] [14.1/1000.0] [batch_t 0.415 (0.434)] [data_t 0.067] [optim_t 0.348] [lr 0.002123] [CE 3.794 (4.816)] [KD 5.955 (5.903)] +2024-10-15 01:51:12,775 - Train: 1.42% [17750/1251000] [14.2/1000.0] [batch_t 0.428 (0.418)] [data_t 0.081] [optim_t 0.347] [lr 0.002129] [CE 4.711 (4.724)] [KD 5.345 (5.861)] +2024-10-15 01:51:33,622 - Train: 1.42% [17800/1251000] [14.2/1000.0] [batch_t 0.506 (0.417)] [data_t 0.103] [optim_t 0.403] [lr 0.002135] [CE 4.691 (4.706)] [KD 5.733 (5.759)] +2024-10-15 01:51:54,506 - Train: 1.43% [17850/1251000] [14.3/1000.0] [batch_t 0.443 (0.418)] [data_t 0.015] [optim_t 0.428] [lr 0.002141] [CE 4.513 (4.660)] [KD 5.998 (5.879)] +2024-10-15 01:52:15,351 - Train: 1.43% [17900/1251000] [14.3/1000.0] [batch_t 0.436 (0.417)] [data_t 0.015] [optim_t 0.421] [lr 0.002147] [CE 5.157 (4.749)] [KD 6.045 (5.729)] +2024-10-15 01:52:35,862 - Train: 1.43% [17950/1251000] [14.3/1000.0] [batch_t 0.391 (0.410)] [data_t 0.015] [optim_t 0.376] [lr 0.002153] [CE 4.824 (4.760)] [KD 5.686 (5.938)] +2024-10-15 01:52:56,766 - Train: 1.44% [18000/1251000] [14.4/1000.0] [batch_t 0.499 (0.418)] [data_t 0.016] [optim_t 0.483] [lr 0.002159] [CE 4.771 (4.703)] [KD 6.396 (5.870)] +2024-10-15 01:53:17,782 - Train: 1.44% [18050/1251000] [14.4/1000.0] [batch_t 0.490 (0.420)] [data_t 0.016] [optim_t 0.474] [lr 0.002165] [CE 5.110 (4.802)] [KD 6.247 (5.832)] +2024-10-15 01:53:39,336 - Train: 1.45% [18100/1251000] [14.5/1000.0] [batch_t 0.425 (0.431)] [data_t 0.015] [optim_t 0.410] [lr 0.002171] [CE 4.802 (4.695)] [KD 5.642 (5.768)] +2024-10-15 01:54:00,710 - Train: 1.45% [18150/1251000] [14.5/1000.0] [batch_t 0.433 (0.427)] [data_t 0.015] [optim_t 0.417] [lr 0.002177] [CE 4.972 (4.810)] [KD 5.521 (5.776)] +2024-10-15 01:54:22,742 - Train: 1.45% [18200/1251000] [14.5/1000.0] [batch_t 0.421 (0.441)] [data_t 0.016] [optim_t 0.405] [lr 0.002183] [CE 4.577 (4.685)] [KD 5.537 (5.737)] +2024-10-15 01:54:44,105 - Train: 1.46% [18250/1251000] [14.6/1000.0] [batch_t 0.440 (0.427)] [data_t 0.016] [optim_t 0.425] [lr 0.002189] [CE 4.846 (4.715)] [KD 5.672 (5.776)] +2024-10-15 01:55:05,025 - Train: 1.46% [18300/1251000] [14.6/1000.0] [batch_t 0.395 (0.418)] [data_t 0.015] [optim_t 0.379] [lr 0.002195] [CE 4.813 (4.772)] [KD 5.954 (5.895)] +2024-10-15 01:55:26,284 - Train: 1.47% [18350/1251000] [14.7/1000.0] [batch_t 0.406 (0.425)] [data_t 0.015] [optim_t 0.391] [lr 0.002201] [CE 4.972 (4.808)] [KD 5.988 (5.890)] +2024-10-15 01:55:47,721 - Train: 1.47% [18400/1251000] [14.7/1000.0] [batch_t 0.455 (0.429)] [data_t 0.016] [optim_t 0.439] [lr 0.002207] [CE 4.749 (4.635)] [KD 5.945 (5.808)] +2024-10-15 01:56:09,456 - Train: 1.47% [18450/1251000] [14.7/1000.0] [batch_t 0.458 (0.435)] [data_t 0.015] [optim_t 0.443] [lr 0.002213] [CE 4.977 (4.762)] [KD 5.860 (5.876)] +2024-10-15 01:56:31,189 - Train: 1.48% [18500/1251000] [14.8/1000.0] [batch_t 0.498 (0.435)] [data_t 0.015] [optim_t 0.482] [lr 0.002219] [CE 4.441 (4.699)] [KD 5.669 (5.875)] +2024-10-15 01:56:51,995 - Train: 1.48% [18550/1251000] [14.8/1000.0] [batch_t 0.397 (0.416)] [data_t 0.016] [optim_t 0.382] [lr 0.002225] [CE 4.837 (4.718)] [KD 6.151 (5.856)] +2024-10-15 01:57:13,710 - Train: 1.49% [18600/1251000] [14.9/1000.0] [batch_t 0.395 (0.434)] [data_t 0.053] [optim_t 0.343] [lr 0.002231] [CE 5.070 (4.706)] [KD 6.053 (5.841)] +2024-10-15 01:57:34,593 - Train: 1.49% [18650/1251000] [14.9/1000.0] [batch_t 0.449 (0.418)] [data_t 0.015] [optim_t 0.434] [lr 0.002237] [CE 4.623 (4.798)] [KD 5.860 (5.813)] +2024-10-15 01:57:56,228 - Train: 1.49% [18700/1251000] [14.9/1000.0] [batch_t 0.359 (0.433)] [data_t 0.016] [optim_t 0.343] [lr 0.002243] [CE 4.637 (4.746)] [KD 6.004 (5.772)] +2024-10-15 01:58:17,374 - Train: 1.50% [18750/1251000] [15.0/1000.0] [batch_t 0.466 (0.423)] [data_t 0.123] [optim_t 0.343] [lr 0.002249] [CE 4.340 (4.703)] [KD 5.999 (5.853)] +2024-10-15 01:58:45,016 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.435)] [top1_cnt 32762] [top5_cnt 43421] [top_all 50000] +2024-10-15 01:58:45,017 - net: 65.524 (86.842) +2024-10-15 01:59:07,056 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 21043] [top5_cnt 33626] [top_all 50000] +2024-10-15 01:59:07,057 - net_E: 42.086 (67.252) +2024-10-15 01:59:07,216 - Max [top1: 65.524 (epoch: 15)] [top1-ema: 42.086 (epoch: 15)] +2024-10-15 01:59:07,216 - ==> Total time: 2:17:15 Eta: 6 days, 6:13:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 01:59:28,926 - Train: 1.50% [18800/1251000] [15.0/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.002255] [CE 4.298 (4.723)] [KD 5.565 (5.579)] +2024-10-15 01:59:50,091 - Train: 1.51% [18850/1251000] [15.1/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.002261] [CE 5.298 (4.777)] [KD 6.230 (5.899)] +2024-10-15 02:00:12,077 - Train: 1.51% [18900/1251000] [15.1/1000.0] [batch_t 0.389 (0.440)] [data_t 0.047] [optim_t 0.342] [lr 0.002267] [CE 4.919 (4.713)] [KD 6.216 (5.815)] +2024-10-15 02:00:33,154 - Train: 1.51% [18950/1251000] [15.1/1000.0] [batch_t 0.467 (0.421)] [data_t 0.124] [optim_t 0.343] [lr 0.002273] [CE 4.554 (4.727)] [KD 5.939 (5.708)] +2024-10-15 02:00:54,239 - Train: 1.52% [19000/1251000] [15.2/1000.0] [batch_t 0.427 (0.422)] [data_t 0.081] [optim_t 0.346] [lr 0.002279] [CE 4.623 (4.745)] [KD 6.026 (5.871)] +2024-10-15 02:01:15,458 - Train: 1.52% [19050/1251000] [15.2/1000.0] [batch_t 0.450 (0.424)] [data_t 0.107] [optim_t 0.344] [lr 0.002285] [CE 4.860 (4.711)] [KD 5.695 (5.808)] +2024-10-15 02:01:36,741 - Train: 1.53% [19100/1251000] [15.3/1000.0] [batch_t 0.405 (0.426)] [data_t 0.060] [optim_t 0.345] [lr 0.002291] [CE 4.592 (4.802)] [KD 6.505 (5.854)] +2024-10-15 02:01:58,036 - Train: 1.53% [19150/1251000] [15.3/1000.0] [batch_t 0.365 (0.426)] [data_t 0.021] [optim_t 0.344] [lr 0.002297] [CE 4.667 (4.727)] [KD 5.614 (5.803)] +2024-10-15 02:02:19,378 - Train: 1.53% [19200/1251000] [15.3/1000.0] [batch_t 0.388 (0.427)] [data_t 0.045] [optim_t 0.342] [lr 0.002303] [CE 5.029 (4.708)] [KD 5.790 (5.570)] +2024-10-15 02:02:40,532 - Train: 1.54% [19250/1251000] [15.4/1000.0] [batch_t 0.493 (0.423)] [data_t 0.076] [optim_t 0.417] [lr 0.002309] [CE 4.841 (4.725)] [KD 5.372 (5.732)] +2024-10-15 02:03:02,103 - Train: 1.54% [19300/1251000] [15.4/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.002315] [CE 4.458 (4.690)] [KD 5.257 (5.669)] +2024-10-15 02:03:23,656 - Train: 1.55% [19350/1251000] [15.5/1000.0] [batch_t 0.396 (0.431)] [data_t 0.055] [optim_t 0.341] [lr 0.002321] [CE 5.079 (4.741)] [KD 5.955 (5.621)] +2024-10-15 02:03:45,243 - Train: 1.55% [19400/1251000] [15.5/1000.0] [batch_t 0.444 (0.432)] [data_t 0.096] [optim_t 0.348] [lr 0.002327] [CE 4.855 (4.697)] [KD 5.931 (5.756)] +2024-10-15 02:04:06,941 - Train: 1.55% [19450/1251000] [15.5/1000.0] [batch_t 0.473 (0.434)] [data_t 0.128] [optim_t 0.345] [lr 0.002333] [CE 4.278 (4.734)] [KD 5.688 (5.828)] +2024-10-15 02:04:27,861 - Train: 1.56% [19500/1251000] [15.6/1000.0] [batch_t 0.362 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.002339] [CE 4.769 (4.708)] [KD 5.879 (5.709)] +2024-10-15 02:04:49,111 - Train: 1.56% [19550/1251000] [15.6/1000.0] [batch_t 0.365 (0.425)] [data_t 0.023] [optim_t 0.342] [lr 0.002345] [CE 4.701 (4.800)] [KD 6.101 (5.720)] +2024-10-15 02:05:10,249 - Train: 1.57% [19600/1251000] [15.7/1000.0] [batch_t 0.422 (0.423)] [data_t 0.078] [optim_t 0.344] [lr 0.002351] [CE 4.552 (4.748)] [KD 5.890 (5.869)] +2024-10-15 02:05:31,765 - Train: 1.57% [19650/1251000] [15.7/1000.0] [batch_t 0.429 (0.430)] [data_t 0.085] [optim_t 0.345] [lr 0.002357] [CE 4.764 (4.762)] [KD 5.603 (5.788)] +2024-10-15 02:05:53,274 - Train: 1.57% [19700/1251000] [15.7/1000.0] [batch_t 0.395 (0.430)] [data_t 0.047] [optim_t 0.348] [lr 0.002363] [CE 4.562 (4.692)] [KD 5.405 (5.652)] +2024-10-15 02:06:14,894 - Train: 1.58% [19750/1251000] [15.8/1000.0] [batch_t 0.408 (0.432)] [data_t 0.063] [optim_t 0.345] [lr 0.002369] [CE 4.323 (4.714)] [KD 5.285 (5.651)] +2024-10-15 02:06:36,674 - Train: 1.58% [19800/1251000] [15.8/1000.0] [batch_t 0.459 (0.436)] [data_t 0.116] [optim_t 0.343] [lr 0.002375] [CE 4.464 (4.701)] [KD 5.294 (5.659)] +2024-10-15 02:06:58,244 - Train: 1.59% [19850/1251000] [15.9/1000.0] [batch_t 0.393 (0.431)] [data_t 0.048] [optim_t 0.345] [lr 0.002381] [CE 4.819 (4.777)] [KD 6.117 (5.766)] +2024-10-15 02:07:19,849 - Train: 1.59% [19900/1251000] [15.9/1000.0] [batch_t 0.398 (0.432)] [data_t 0.052] [optim_t 0.346] [lr 0.002387] [CE 4.835 (4.694)] [KD 5.647 (5.683)] +2024-10-15 02:07:41,275 - Train: 1.59% [19950/1251000] [15.9/1000.0] [batch_t 0.393 (0.428)] [data_t 0.049] [optim_t 0.344] [lr 0.002393] [CE 4.641 (4.746)] [KD 5.808 (5.644)] +2024-10-15 02:08:02,708 - Train: 1.60% [20000/1251000] [16.0/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.002399] [CE 4.883 (4.792)] [KD 6.190 (5.977)] +2024-10-15 02:08:08,657 - ==> Total time: 2:26:17 Eta: 6 days, 5:56:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 02:08:28,095 - Train: 1.60% [20050/1251000] [16.0/1000.0] [batch_t 0.359 (0.521)] [data_t 0.016] [optim_t 0.343] [lr 0.002405] [CE 4.807 (4.774)] [KD 5.831 (5.722)] +2024-10-15 02:08:49,486 - Train: 1.61% [20100/1251000] [16.1/1000.0] [batch_t 0.456 (0.428)] [data_t 0.015] [optim_t 0.441] [lr 0.002411] [CE 4.809 (4.708)] [KD 5.453 (5.479)] +2024-10-15 02:09:11,286 - Train: 1.61% [20150/1251000] [16.1/1000.0] [batch_t 0.490 (0.436)] [data_t 0.016] [optim_t 0.474] [lr 0.002417] [CE 4.481 (4.712)] [KD 5.662 (5.655)] +2024-10-15 02:09:32,982 - Train: 1.61% [20200/1251000] [16.1/1000.0] [batch_t 0.434 (0.434)] [data_t 0.015] [optim_t 0.418] [lr 0.002423] [CE 4.594 (4.788)] [KD 5.401 (5.667)] +2024-10-15 02:09:54,526 - Train: 1.62% [20250/1251000] [16.2/1000.0] [batch_t 0.385 (0.431)] [data_t 0.015] [optim_t 0.369] [lr 0.002429] [CE 5.666 (4.741)] [KD 5.810 (5.476)] +2024-10-15 02:10:16,689 - Train: 1.62% [20300/1251000] [16.2/1000.0] [batch_t 0.465 (0.443)] [data_t 0.015] [optim_t 0.450] [lr 0.002434] [CE 4.778 (4.722)] [KD 5.590 (5.664)] +2024-10-15 02:10:38,868 - Train: 1.63% [20350/1251000] [16.3/1000.0] [batch_t 0.409 (0.443)] [data_t 0.015] [optim_t 0.393] [lr 0.002440] [CE 4.814 (4.693)] [KD 5.853 (5.646)] +2024-10-15 02:11:01,130 - Train: 1.63% [20400/1251000] [16.3/1000.0] [batch_t 0.481 (0.445)] [data_t 0.015] [optim_t 0.465] [lr 0.002446] [CE 4.462 (4.675)] [KD 5.417 (5.623)] +2024-10-15 02:11:22,827 - Train: 1.63% [20450/1251000] [16.3/1000.0] [batch_t 0.440 (0.434)] [data_t 0.016] [optim_t 0.424] [lr 0.002452] [CE 4.586 (4.738)] [KD 5.823 (5.526)] +2024-10-15 02:11:44,626 - Train: 1.64% [20500/1251000] [16.4/1000.0] [batch_t 0.430 (0.436)] [data_t 0.015] [optim_t 0.415] [lr 0.002458] [CE 4.893 (4.751)] [KD 6.043 (5.603)] +2024-10-15 02:12:06,285 - Train: 1.64% [20550/1251000] [16.4/1000.0] [batch_t 0.449 (0.433)] [data_t 0.015] [optim_t 0.434] [lr 0.002464] [CE 4.307 (4.749)] [KD 5.350 (5.592)] +2024-10-15 02:12:27,034 - Train: 1.65% [20600/1251000] [16.5/1000.0] [batch_t 0.408 (0.415)] [data_t 0.015] [optim_t 0.392] [lr 0.002470] [CE 4.590 (4.699)] [KD 5.382 (5.627)] +2024-10-15 02:12:47,535 - Train: 1.65% [20650/1251000] [16.5/1000.0] [batch_t 0.360 (0.410)] [data_t 0.015] [optim_t 0.344] [lr 0.002476] [CE 4.636 (4.761)] [KD 5.680 (5.664)] +2024-10-15 02:13:09,109 - Train: 1.65% [20700/1251000] [16.5/1000.0] [batch_t 0.431 (0.431)] [data_t 0.016] [optim_t 0.416] [lr 0.002482] [CE 4.617 (4.696)] [KD 6.217 (5.673)] +2024-10-15 02:13:30,180 - Train: 1.66% [20750/1251000] [16.6/1000.0] [batch_t 0.379 (0.421)] [data_t 0.015] [optim_t 0.364] [lr 0.002488] [CE 4.978 (4.709)] [KD 5.810 (5.705)] +2024-10-15 02:13:51,494 - Train: 1.66% [20800/1251000] [16.6/1000.0] [batch_t 0.433 (0.426)] [data_t 0.016] [optim_t 0.417] [lr 0.002494] [CE 4.684 (4.743)] [KD 5.448 (5.711)] +2024-10-15 02:14:12,779 - Train: 1.67% [20850/1251000] [16.7/1000.0] [batch_t 0.421 (0.426)] [data_t 0.015] [optim_t 0.406] [lr 0.002500] [CE 4.613 (4.751)] [KD 5.496 (5.677)] +2024-10-15 02:14:33,944 - Train: 1.67% [20900/1251000] [16.7/1000.0] [batch_t 0.386 (0.423)] [data_t 0.015] [optim_t 0.370] [lr 0.002506] [CE 4.398 (4.685)] [KD 5.707 (5.531)] +2024-10-15 02:14:55,128 - Train: 1.67% [20950/1251000] [16.7/1000.0] [batch_t 0.453 (0.424)] [data_t 0.015] [optim_t 0.437] [lr 0.002512] [CE 4.835 (4.703)] [KD 5.487 (5.578)] +2024-10-15 02:15:17,144 - Train: 1.68% [21000/1251000] [16.8/1000.0] [batch_t 0.351 (0.440)] [data_t 0.016] [optim_t 0.335] [lr 0.002518] [CE 5.286 (4.763)] [KD 5.616 (5.691)] +2024-10-15 02:15:38,131 - Train: 1.68% [21050/1251000] [16.8/1000.0] [batch_t 0.510 (0.420)] [data_t 0.120] [optim_t 0.390] [lr 0.002524] [CE 4.748 (4.680)] [KD 5.576 (5.527)] +2024-10-15 02:15:59,255 - Train: 1.69% [21100/1251000] [16.9/1000.0] [batch_t 0.457 (0.422)] [data_t 0.015] [optim_t 0.441] [lr 0.002530] [CE 4.879 (4.720)] [KD 5.419 (5.491)] +2024-10-15 02:16:20,683 - Train: 1.69% [21150/1251000] [16.9/1000.0] [batch_t 0.430 (0.428)] [data_t 0.015] [optim_t 0.414] [lr 0.002536] [CE 4.403 (4.673)] [KD 5.398 (5.529)] +2024-10-15 02:16:42,306 - Train: 1.69% [21200/1251000] [16.9/1000.0] [batch_t 0.498 (0.432)] [data_t 0.015] [optim_t 0.483] [lr 0.002542] [CE 5.018 (4.674)] [KD 5.427 (5.441)] +2024-10-15 02:17:03,292 - Train: 1.70% [21250/1251000] [17.0/1000.0] [batch_t 0.445 (0.420)] [data_t 0.015] [optim_t 0.430] [lr 0.002548] [CE 4.679 (4.692)] [KD 5.429 (5.538)] +2024-10-15 02:17:09,626 - ==> Total time: 2:35:18 Eta: 6 days, 5:40:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 02:17:28,132 - Train: 1.70% [21300/1251000] [17.0/1000.0] [batch_t 0.361 (0.512)] [data_t 0.016] [optim_t 0.345] [lr 0.002554] [CE 3.902 (4.627)] [KD 5.222 (5.380)] +2024-10-15 02:17:49,744 - Train: 1.71% [21350/1251000] [17.1/1000.0] [batch_t 0.521 (0.432)] [data_t 0.015] [optim_t 0.506] [lr 0.002560] [CE 4.837 (4.651)] [KD 5.363 (5.516)] +2024-10-15 02:18:11,272 - Train: 1.71% [21400/1251000] [17.1/1000.0] [batch_t 0.414 (0.430)] [data_t 0.015] [optim_t 0.399] [lr 0.002566] [CE 4.318 (4.620)] [KD 5.632 (5.606)] +2024-10-15 02:18:32,056 - Train: 1.71% [21450/1251000] [17.1/1000.0] [batch_t 0.404 (0.416)] [data_t 0.015] [optim_t 0.388] [lr 0.002572] [CE 4.682 (4.677)] [KD 5.935 (5.558)] +2024-10-15 02:18:53,168 - Train: 1.72% [21500/1251000] [17.2/1000.0] [batch_t 0.420 (0.422)] [data_t 0.074] [optim_t 0.346] [lr 0.002578] [CE 4.837 (4.712)] [KD 5.772 (5.542)] +2024-10-15 02:19:14,274 - Train: 1.72% [21550/1251000] [17.2/1000.0] [batch_t 0.538 (0.422)] [data_t 0.192] [optim_t 0.347] [lr 0.002584] [CE 4.975 (4.728)] [KD 6.341 (5.797)] +2024-10-15 02:19:34,964 - Train: 1.73% [21600/1251000] [17.3/1000.0] [batch_t 0.444 (0.414)] [data_t 0.100] [optim_t 0.344] [lr 0.002590] [CE 4.636 (4.773)] [KD 5.727 (5.634)] +2024-10-15 02:19:56,004 - Train: 1.73% [21650/1251000] [17.3/1000.0] [batch_t 0.425 (0.421)] [data_t 0.082] [optim_t 0.343] [lr 0.002596] [CE 5.028 (4.738)] [KD 5.863 (5.597)] +2024-10-15 02:20:17,115 - Train: 1.73% [21700/1251000] [17.3/1000.0] [batch_t 0.363 (0.422)] [data_t 0.018] [optim_t 0.345] [lr 0.002602] [CE 4.862 (4.671)] [KD 5.672 (5.535)] +2024-10-15 02:20:37,917 - Train: 1.74% [21750/1251000] [17.4/1000.0] [batch_t 0.441 (0.416)] [data_t 0.098] [optim_t 0.344] [lr 0.002608] [CE 5.159 (4.735)] [KD 5.741 (5.680)] +2024-10-15 02:20:58,688 - Train: 1.74% [21800/1251000] [17.4/1000.0] [batch_t 0.435 (0.415)] [data_t 0.092] [optim_t 0.344] [lr 0.002614] [CE 4.808 (4.644)] [KD 5.959 (5.572)] +2024-10-15 02:21:19,418 - Train: 1.75% [21850/1251000] [17.5/1000.0] [batch_t 0.440 (0.414)] [data_t 0.015] [optim_t 0.425] [lr 0.002620] [CE 4.906 (4.744)] [KD 6.147 (5.516)] +2024-10-15 02:21:40,762 - Train: 1.75% [21900/1251000] [17.5/1000.0] [batch_t 0.420 (0.427)] [data_t 0.015] [optim_t 0.405] [lr 0.002626] [CE 4.978 (4.615)] [KD 5.519 (5.615)] +2024-10-15 02:22:02,253 - Train: 1.75% [21950/1251000] [17.5/1000.0] [batch_t 0.445 (0.430)] [data_t 0.015] [optim_t 0.430] [lr 0.002632] [CE 4.302 (4.703)] [KD 5.511 (5.592)] +2024-10-15 02:22:23,775 - Train: 1.76% [22000/1251000] [17.6/1000.0] [batch_t 0.433 (0.430)] [data_t 0.015] [optim_t 0.417] [lr 0.002638] [CE 4.517 (4.647)] [KD 5.483 (5.492)] +2024-10-15 02:22:45,129 - Train: 1.76% [22050/1251000] [17.6/1000.0] [batch_t 0.486 (0.427)] [data_t 0.015] [optim_t 0.471] [lr 0.002644] [CE 4.342 (4.728)] [KD 5.375 (5.610)] +2024-10-15 02:23:06,305 - Train: 1.77% [22100/1251000] [17.7/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.002650] [CE 4.321 (4.762)] [KD 5.563 (5.746)] +2024-10-15 02:23:27,610 - Train: 1.77% [22150/1251000] [17.7/1000.0] [batch_t 0.452 (0.426)] [data_t 0.104] [optim_t 0.347] [lr 0.002656] [CE 4.365 (4.670)] [KD 5.324 (5.433)] +2024-10-15 02:23:50,064 - Train: 1.77% [22200/1251000] [17.7/1000.0] [batch_t 0.463 (0.449)] [data_t 0.121] [optim_t 0.343] [lr 0.002662] [CE 4.604 (4.679)] [KD 5.310 (5.593)] +2024-10-15 02:24:12,202 - Train: 1.78% [22250/1251000] [17.8/1000.0] [batch_t 0.461 (0.443)] [data_t 0.117] [optim_t 0.344] [lr 0.002668] [CE 4.639 (4.760)] [KD 5.445 (5.601)] +2024-10-15 02:24:33,849 - Train: 1.78% [22300/1251000] [17.8/1000.0] [batch_t 0.436 (0.433)] [data_t 0.091] [optim_t 0.345] [lr 0.002674] [CE 4.729 (4.728)] [KD 5.258 (5.494)] +2024-10-15 02:24:55,555 - Train: 1.79% [22350/1251000] [17.9/1000.0] [batch_t 0.410 (0.434)] [data_t 0.065] [optim_t 0.345] [lr 0.002680] [CE 4.418 (4.637)] [KD 5.296 (5.403)] +2024-10-15 02:25:17,504 - Train: 1.79% [22400/1251000] [17.9/1000.0] [batch_t 0.377 (0.439)] [data_t 0.035] [optim_t 0.342] [lr 0.002686] [CE 4.664 (4.803)] [KD 5.553 (5.584)] +2024-10-15 02:25:38,626 - Train: 1.79% [22450/1251000] [17.9/1000.0] [batch_t 0.390 (0.422)] [data_t 0.046] [optim_t 0.343] [lr 0.002692] [CE 5.087 (4.672)] [KD 5.909 (5.653)] +2024-10-15 02:25:59,800 - Train: 1.80% [22500/1251000] [18.0/1000.0] [batch_t 0.415 (0.423)] [data_t 0.072] [optim_t 0.344] [lr 0.002698] [CE 5.081 (4.713)] [KD 5.626 (5.520)] +2024-10-15 02:26:06,673 - ==> Total time: 2:44:15 Eta: 6 days, 5:21:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 02:26:25,188 - Train: 1.80% [22550/1251000] [18.0/1000.0] [batch_t 0.365 (0.535)] [data_t 0.015] [optim_t 0.349] [lr 0.002704] [CE 4.868 (4.709)] [KD 5.780 (5.530)] +2024-10-15 02:26:45,428 - Train: 1.81% [22600/1251000] [18.1/1000.0] [batch_t 0.419 (0.405)] [data_t 0.077] [optim_t 0.342] [lr 0.002710] [CE 4.576 (4.601)] [KD 5.280 (5.469)] +2024-10-15 02:27:06,316 - Train: 1.81% [22650/1251000] [18.1/1000.0] [batch_t 0.361 (0.418)] [data_t 0.017] [optim_t 0.343] [lr 0.002716] [CE 4.703 (4.721)] [KD 5.672 (5.435)] +2024-10-15 02:27:27,991 - Train: 1.81% [22700/1251000] [18.1/1000.0] [batch_t 0.513 (0.433)] [data_t 0.170] [optim_t 0.344] [lr 0.002722] [CE 4.761 (4.711)] [KD 5.866 (5.445)] +2024-10-15 02:27:49,402 - Train: 1.82% [22750/1251000] [18.2/1000.0] [batch_t 0.428 (0.428)] [data_t 0.085] [optim_t 0.343] [lr 0.002728] [CE 4.689 (4.782)] [KD 5.227 (5.581)] +2024-10-15 02:28:10,497 - Train: 1.82% [22800/1251000] [18.2/1000.0] [batch_t 0.400 (0.422)] [data_t 0.032] [optim_t 0.368] [lr 0.002734] [CE 4.780 (4.738)] [KD 5.364 (5.557)] +2024-10-15 02:28:31,764 - Train: 1.83% [22850/1251000] [18.3/1000.0] [batch_t 0.413 (0.425)] [data_t 0.062] [optim_t 0.352] [lr 0.002740] [CE 5.087 (4.690)] [KD 5.549 (5.452)] +2024-10-15 02:28:53,021 - Train: 1.83% [22900/1251000] [18.3/1000.0] [batch_t 0.484 (0.425)] [data_t 0.140] [optim_t 0.344] [lr 0.002746] [CE 4.429 (4.712)] [KD 5.533 (5.480)] +2024-10-15 02:29:14,143 - Train: 1.83% [22950/1251000] [18.3/1000.0] [batch_t 0.412 (0.422)] [data_t 0.067] [optim_t 0.345] [lr 0.002752] [CE 4.511 (4.629)] [KD 5.546 (5.460)] +2024-10-15 02:29:35,505 - Train: 1.84% [23000/1251000] [18.4/1000.0] [batch_t 0.393 (0.427)] [data_t 0.049] [optim_t 0.344] [lr 0.002758] [CE 5.364 (4.694)] [KD 5.741 (5.487)] +2024-10-15 02:29:57,295 - Train: 1.84% [23050/1251000] [18.4/1000.0] [batch_t 0.477 (0.436)] [data_t 0.016] [optim_t 0.461] [lr 0.002764] [CE 4.752 (4.656)] [KD 5.370 (5.399)] +2024-10-15 02:30:18,668 - Train: 1.85% [23100/1251000] [18.5/1000.0] [batch_t 0.440 (0.427)] [data_t 0.015] [optim_t 0.425] [lr 0.002770] [CE 4.663 (4.693)] [KD 5.459 (5.550)] +2024-10-15 02:30:39,918 - Train: 1.85% [23150/1251000] [18.5/1000.0] [batch_t 0.415 (0.425)] [data_t 0.016] [optim_t 0.400] [lr 0.002776] [CE 4.531 (4.654)] [KD 5.308 (5.491)] +2024-10-15 02:31:01,425 - Train: 1.85% [23200/1251000] [18.5/1000.0] [batch_t 0.409 (0.430)] [data_t 0.016] [optim_t 0.393] [lr 0.002782] [CE 4.922 (4.666)] [KD 5.557 (5.420)] +2024-10-15 02:31:23,143 - Train: 1.86% [23250/1251000] [18.6/1000.0] [batch_t 0.371 (0.434)] [data_t 0.015] [optim_t 0.356] [lr 0.002788] [CE 4.633 (4.675)] [KD 5.373 (5.462)] +2024-10-15 02:31:44,462 - Train: 1.86% [23300/1251000] [18.6/1000.0] [batch_t 0.382 (0.426)] [data_t 0.016] [optim_t 0.366] [lr 0.002794] [CE 4.717 (4.710)] [KD 5.555 (5.530)] +2024-10-15 02:32:05,584 - Train: 1.87% [23350/1251000] [18.7/1000.0] [batch_t 0.394 (0.422)] [data_t 0.015] [optim_t 0.379] [lr 0.002800] [CE 4.756 (4.734)] [KD 5.493 (5.570)] +2024-10-15 02:32:27,318 - Train: 1.87% [23400/1251000] [18.7/1000.0] [batch_t 0.489 (0.435)] [data_t 0.015] [optim_t 0.473] [lr 0.002806] [CE 4.471 (4.639)] [KD 5.547 (5.373)] +2024-10-15 02:32:48,914 - Train: 1.87% [23450/1251000] [18.7/1000.0] [batch_t 0.451 (0.432)] [data_t 0.015] [optim_t 0.436] [lr 0.002812] [CE 4.837 (4.663)] [KD 5.364 (5.462)] +2024-10-15 02:33:10,299 - Train: 1.88% [23500/1251000] [18.8/1000.0] [batch_t 0.461 (0.428)] [data_t 0.015] [optim_t 0.446] [lr 0.002818] [CE 4.680 (4.665)] [KD 5.733 (5.522)] +2024-10-15 02:33:31,321 - Train: 1.88% [23550/1251000] [18.8/1000.0] [batch_t 0.407 (0.420)] [data_t 0.015] [optim_t 0.392] [lr 0.002824] [CE 4.869 (4.721)] [KD 5.809 (5.513)] +2024-10-15 02:33:52,593 - Train: 1.89% [23600/1251000] [18.9/1000.0] [batch_t 0.442 (0.425)] [data_t 0.097] [optim_t 0.345] [lr 0.002830] [CE 4.808 (4.689)] [KD 5.406 (5.421)] +2024-10-15 02:34:14,364 - Train: 1.89% [23650/1251000] [18.9/1000.0] [batch_t 0.506 (0.435)] [data_t 0.160] [optim_t 0.346] [lr 0.002836] [CE 4.539 (4.694)] [KD 5.508 (5.518)] +2024-10-15 02:34:35,988 - Train: 1.89% [23700/1251000] [18.9/1000.0] [batch_t 0.464 (0.432)] [data_t 0.116] [optim_t 0.348] [lr 0.002842] [CE 4.506 (4.736)] [KD 5.246 (5.548)] +2024-10-15 02:34:57,649 - Train: 1.90% [23750/1251000] [19.0/1000.0] [batch_t 0.430 (0.433)] [data_t 0.086] [optim_t 0.344] [lr 0.002848] [CE 4.169 (4.682)] [KD 5.192 (5.372)] +2024-10-15 02:35:04,869 - ==> Total time: 2:53:13 Eta: 6 days, 5:03:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 02:35:23,823 - Train: 1.90% [23800/1251000] [19.0/1000.0] [batch_t 0.550 (0.479)] [data_t 0.207] [optim_t 0.343] [lr 0.002854] [CE 5.001 (4.691)] [KD 5.215 (5.296)] +2024-10-15 02:35:46,046 - Train: 1.91% [23850/1251000] [19.1/1000.0] [batch_t 0.436 (0.444)] [data_t 0.088] [optim_t 0.348] [lr 0.002860] [CE 4.189 (4.669)] [KD 5.140 (5.396)] +2024-10-15 02:36:07,258 - Train: 1.91% [23900/1251000] [19.1/1000.0] [batch_t 0.403 (0.424)] [data_t 0.059] [optim_t 0.344] [lr 0.002866] [CE 5.345 (4.628)] [KD 5.763 (5.397)] +2024-10-15 02:36:28,191 - Train: 1.91% [23950/1251000] [19.1/1000.0] [batch_t 0.363 (0.419)] [data_t 0.015] [optim_t 0.348] [lr 0.002872] [CE 4.554 (4.715)] [KD 5.544 (5.437)] +2024-10-15 02:36:49,222 - Train: 1.92% [24000/1251000] [19.2/1000.0] [batch_t 0.418 (0.421)] [data_t 0.075] [optim_t 0.344] [lr 0.002878] [CE 4.630 (4.665)] [KD 5.321 (5.358)] +2024-10-15 02:37:10,236 - Train: 1.92% [24050/1251000] [19.2/1000.0] [batch_t 0.409 (0.420)] [data_t 0.065] [optim_t 0.344] [lr 0.002884] [CE 4.560 (4.704)] [KD 5.755 (5.435)] +2024-10-15 02:37:31,721 - Train: 1.93% [24100/1251000] [19.3/1000.0] [batch_t 0.480 (0.430)] [data_t 0.132] [optim_t 0.348] [lr 0.002890] [CE 4.401 (4.690)] [KD 5.382 (5.381)] +2024-10-15 02:37:52,790 - Train: 1.93% [24150/1251000] [19.3/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.002896] [CE 4.873 (4.722)] [KD 5.648 (5.466)] +2024-10-15 02:38:14,069 - Train: 1.93% [24200/1251000] [19.3/1000.0] [batch_t 0.392 (0.425)] [data_t 0.015] [optim_t 0.377] [lr 0.002902] [CE 4.862 (4.684)] [KD 5.241 (5.553)] +2024-10-15 02:38:35,533 - Train: 1.94% [24250/1251000] [19.4/1000.0] [batch_t 0.384 (0.429)] [data_t 0.040] [optim_t 0.344] [lr 0.002908] [CE 4.649 (4.644)] [KD 5.445 (5.472)] +2024-10-15 02:38:56,751 - Train: 1.94% [24300/1251000] [19.4/1000.0] [batch_t 0.362 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.002914] [CE 4.214 (4.690)] [KD 5.211 (5.319)] +2024-10-15 02:39:17,850 - Train: 1.95% [24350/1251000] [19.5/1000.0] [batch_t 0.501 (0.422)] [data_t 0.085] [optim_t 0.416] [lr 0.002920] [CE 4.695 (4.612)] [KD 5.340 (5.385)] +2024-10-15 02:39:39,054 - Train: 1.95% [24400/1251000] [19.5/1000.0] [batch_t 0.456 (0.424)] [data_t 0.114] [optim_t 0.342] [lr 0.002926] [CE 4.893 (4.637)] [KD 5.755 (5.498)] +2024-10-15 02:40:00,037 - Train: 1.95% [24450/1251000] [19.5/1000.0] [batch_t 0.418 (0.420)] [data_t 0.074] [optim_t 0.344] [lr 0.002932] [CE 4.472 (4.728)] [KD 5.414 (5.483)] +2024-10-15 02:40:20,926 - Train: 1.96% [24500/1251000] [19.6/1000.0] [batch_t 0.495 (0.418)] [data_t 0.149] [optim_t 0.346] [lr 0.002938] [CE 4.540 (4.682)] [KD 5.291 (5.451)] +2024-10-15 02:40:42,069 - Train: 1.96% [24550/1251000] [19.6/1000.0] [batch_t 0.435 (0.423)] [data_t 0.089] [optim_t 0.346] [lr 0.002944] [CE 4.710 (4.670)] [KD 5.743 (5.473)] +2024-10-15 02:41:03,057 - Train: 1.97% [24600/1251000] [19.7/1000.0] [batch_t 0.413 (0.420)] [data_t 0.068] [optim_t 0.345] [lr 0.002950] [CE 4.399 (4.660)] [KD 5.107 (5.445)] +2024-10-15 02:41:24,695 - Train: 1.97% [24650/1251000] [19.7/1000.0] [batch_t 0.407 (0.433)] [data_t 0.063] [optim_t 0.344] [lr 0.002956] [CE 4.541 (4.635)] [KD 5.272 (5.441)] +2024-10-15 02:41:46,123 - Train: 1.97% [24700/1251000] [19.7/1000.0] [batch_t 0.459 (0.428)] [data_t 0.115] [optim_t 0.344] [lr 0.002962] [CE 4.800 (4.642)] [KD 5.276 (5.439)] +2024-10-15 02:42:07,138 - Train: 1.98% [24750/1251000] [19.8/1000.0] [batch_t 0.382 (0.420)] [data_t 0.034] [optim_t 0.348] [lr 0.002968] [CE 5.240 (4.739)] [KD 5.643 (5.547)] +2024-10-15 02:42:28,274 - Train: 1.98% [24800/1251000] [19.8/1000.0] [batch_t 0.414 (0.423)] [data_t 0.069] [optim_t 0.344] [lr 0.002974] [CE 4.891 (4.724)] [KD 5.685 (5.558)] +2024-10-15 02:42:49,316 - Train: 1.99% [24850/1251000] [19.9/1000.0] [batch_t 0.364 (0.421)] [data_t 0.020] [optim_t 0.344] [lr 0.002980] [CE 4.480 (4.633)] [KD 5.296 (5.448)] +2024-10-15 02:43:10,573 - Train: 1.99% [24900/1251000] [19.9/1000.0] [batch_t 0.513 (0.425)] [data_t 0.171] [optim_t 0.343] [lr 0.002986] [CE 4.852 (4.698)] [KD 5.577 (5.463)] +2024-10-15 02:43:31,548 - Train: 1.99% [24950/1251000] [19.9/1000.0] [batch_t 0.421 (0.419)] [data_t 0.077] [optim_t 0.344] [lr 0.002991] [CE 4.698 (4.716)] [KD 5.554 (5.510)] +2024-10-15 02:43:52,488 - Train: 2.00% [25000/1251000] [20.0/1000.0] [batch_t 0.380 (0.419)] [data_t 0.036] [optim_t 0.344] [lr 0.002997] [CE 5.079 (4.685)] [KD 5.411 (5.462)] +2024-10-15 02:44:21,846 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 33572] [top5_cnt 43969] [top_all 50000] +2024-10-15 02:44:21,846 - net: 67.144 (87.938) +2024-10-15 02:44:43,846 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 32489] [top5_cnt 43170] [top_all 50000] +2024-10-15 02:44:43,846 - net_E: 64.978 (86.340) +2024-10-15 02:44:43,989 - Max [top1: 67.144 (epoch: 20)] [top1-ema: 64.978 (epoch: 20)] +2024-10-15 02:44:43,989 - ==> Total time: 3:02:52 Eta: 6 days, 5:20:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 02:45:03,037 - Train: 2.00% [25050/1251000] [20.0/1000.0] [batch_t 0.360 (0.457)] [data_t 0.016] [optim_t 0.345] [lr 0.002997] [CE 4.658 (4.754)] [KD 4.763 (5.339)] +2024-10-15 02:45:24,136 - Train: 2.01% [25100/1251000] [20.1/1000.0] [batch_t 0.389 (0.422)] [data_t 0.015] [optim_t 0.374] [lr 0.002997] [CE 5.025 (4.611)] [KD 5.523 (5.413)] +2024-10-15 02:45:45,928 - Train: 2.01% [25150/1251000] [20.1/1000.0] [batch_t 0.424 (0.436)] [data_t 0.015] [optim_t 0.408] [lr 0.002997] [CE 4.721 (4.678)] [KD 5.224 (5.299)] +2024-10-15 02:46:07,306 - Train: 2.01% [25200/1251000] [20.1/1000.0] [batch_t 0.460 (0.427)] [data_t 0.015] [optim_t 0.444] [lr 0.002997] [CE 4.561 (4.710)] [KD 5.515 (5.440)] +2024-10-15 02:46:28,688 - Train: 2.02% [25250/1251000] [20.2/1000.0] [batch_t 0.473 (0.428)] [data_t 0.015] [optim_t 0.458] [lr 0.002997] [CE 4.954 (4.671)] [KD 5.690 (5.291)] +2024-10-15 02:46:49,912 - Train: 2.02% [25300/1251000] [20.2/1000.0] [batch_t 0.369 (0.424)] [data_t 0.016] [optim_t 0.353] [lr 0.002997] [CE 4.641 (4.651)] [KD 5.555 (5.266)] +2024-10-15 02:47:11,184 - Train: 2.03% [25350/1251000] [20.3/1000.0] [batch_t 0.456 (0.425)] [data_t 0.015] [optim_t 0.441] [lr 0.002997] [CE 4.063 (4.666)] [KD 4.979 (5.341)] +2024-10-15 02:47:32,715 - Train: 2.03% [25400/1251000] [20.3/1000.0] [batch_t 0.400 (0.431)] [data_t 0.015] [optim_t 0.385] [lr 0.002997] [CE 4.162 (4.730)] [KD 5.535 (5.526)] +2024-10-15 02:47:54,161 - Train: 2.03% [25450/1251000] [20.3/1000.0] [batch_t 0.447 (0.429)] [data_t 0.015] [optim_t 0.431] [lr 0.002997] [CE 4.212 (4.707)] [KD 5.542 (5.464)] +2024-10-15 02:48:15,691 - Train: 2.04% [25500/1251000] [20.4/1000.0] [batch_t 0.359 (0.430)] [data_t 0.015] [optim_t 0.343] [lr 0.002997] [CE 4.189 (4.634)] [KD 5.190 (5.349)] +2024-10-15 02:48:36,887 - Train: 2.04% [25550/1251000] [20.4/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.002997] [CE 4.630 (4.664)] [KD 5.513 (5.338)] +2024-10-15 02:48:58,464 - Train: 2.05% [25600/1251000] [20.5/1000.0] [batch_t 0.410 (0.431)] [data_t 0.016] [optim_t 0.395] [lr 0.002997] [CE 4.396 (4.683)] [KD 5.312 (5.367)] +2024-10-15 02:49:19,993 - Train: 2.05% [25650/1251000] [20.5/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.002997] [CE 4.824 (4.658)] [KD 5.590 (5.424)] +2024-10-15 02:49:41,392 - Train: 2.05% [25700/1251000] [20.5/1000.0] [batch_t 0.362 (0.428)] [data_t 0.016] [optim_t 0.346] [lr 0.002997] [CE 5.318 (4.637)] [KD 5.657 (5.353)] +2024-10-15 02:50:02,541 - Train: 2.06% [25750/1251000] [20.6/1000.0] [batch_t 0.440 (0.423)] [data_t 0.015] [optim_t 0.424] [lr 0.002997] [CE 4.073 (4.701)] [KD 5.466 (5.325)] +2024-10-15 02:50:23,301 - Train: 2.06% [25800/1251000] [20.6/1000.0] [batch_t 0.398 (0.415)] [data_t 0.015] [optim_t 0.382] [lr 0.002997] [CE 4.456 (4.701)] [KD 5.603 (5.459)] +2024-10-15 02:50:43,718 - Train: 2.07% [25850/1251000] [20.7/1000.0] [batch_t 0.392 (0.408)] [data_t 0.015] [optim_t 0.377] [lr 0.002997] [CE 4.865 (4.641)] [KD 5.085 (5.271)] +2024-10-15 02:51:04,206 - Train: 2.07% [25900/1251000] [20.7/1000.0] [batch_t 0.453 (0.410)] [data_t 0.015] [optim_t 0.437] [lr 0.002997] [CE 4.465 (4.675)] [KD 5.420 (5.349)] +2024-10-15 02:51:25,325 - Train: 2.07% [25950/1251000] [20.7/1000.0] [batch_t 0.388 (0.422)] [data_t 0.015] [optim_t 0.372] [lr 0.002997] [CE 4.716 (4.685)] [KD 5.417 (5.452)] +2024-10-15 02:51:46,374 - Train: 2.08% [26000/1251000] [20.8/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.002997] [CE 4.683 (4.703)] [KD 5.206 (5.274)] +2024-10-15 02:52:07,687 - Train: 2.08% [26050/1251000] [20.8/1000.0] [batch_t 0.428 (0.426)] [data_t 0.015] [optim_t 0.412] [lr 0.002997] [CE 4.268 (4.666)] [KD 5.342 (5.302)] +2024-10-15 02:52:28,688 - Train: 2.09% [26100/1251000] [20.9/1000.0] [batch_t 0.431 (0.420)] [data_t 0.015] [optim_t 0.416] [lr 0.002997] [CE 4.193 (4.750)] [KD 5.161 (5.517)] +2024-10-15 02:52:49,765 - Train: 2.09% [26150/1251000] [20.9/1000.0] [batch_t 0.376 (0.421)] [data_t 0.016] [optim_t 0.361] [lr 0.002997] [CE 4.193 (4.692)] [KD 4.930 (5.221)] +2024-10-15 02:53:10,856 - Train: 2.09% [26200/1251000] [20.9/1000.0] [batch_t 0.388 (0.422)] [data_t 0.015] [optim_t 0.373] [lr 0.002997] [CE 4.662 (4.517)] [KD 5.214 (5.293)] +2024-10-15 02:53:32,264 - Train: 2.10% [26250/1251000] [21.0/1000.0] [batch_t 0.463 (0.428)] [data_t 0.015] [optim_t 0.448] [lr 0.002997] [CE 4.353 (4.599)] [KD 5.131 (5.275)] +2024-10-15 02:53:40,401 - ==> Total time: 3:11:49 Eta: 6 days, 5:02:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 02:53:58,150 - Train: 2.10% [26300/1251000] [21.0/1000.0] [batch_t 0.359 (0.561)] [data_t 0.015] [optim_t 0.344] [lr 0.002997] [CE 4.556 (4.694)] [KD 4.886 (5.237)] +2024-10-15 02:54:21,741 - Train: 2.11% [26350/1251000] [21.1/1000.0] [batch_t 0.531 (0.472)] [data_t 0.015] [optim_t 0.515] [lr 0.002997] [CE 4.323 (4.658)] [KD 5.083 (5.350)] +2024-10-15 02:54:45,089 - Train: 2.11% [26400/1251000] [21.1/1000.0] [batch_t 0.444 (0.467)] [data_t 0.015] [optim_t 0.428] [lr 0.002997] [CE 4.232 (4.609)] [KD 5.160 (5.129)] +2024-10-15 02:55:07,516 - Train: 2.11% [26450/1251000] [21.1/1000.0] [batch_t 0.387 (0.448)] [data_t 0.015] [optim_t 0.371] [lr 0.002997] [CE 4.413 (4.656)] [KD 5.320 (5.245)] +2024-10-15 02:55:30,378 - Train: 2.12% [26500/1251000] [21.2/1000.0] [batch_t 0.484 (0.457)] [data_t 0.015] [optim_t 0.469] [lr 0.002997] [CE 4.543 (4.617)] [KD 5.182 (5.177)] +2024-10-15 02:55:52,701 - Train: 2.12% [26550/1251000] [21.2/1000.0] [batch_t 0.427 (0.446)] [data_t 0.015] [optim_t 0.412] [lr 0.002997] [CE 5.130 (4.709)] [KD 5.528 (5.291)] +2024-10-15 02:56:14,770 - Train: 2.13% [26600/1251000] [21.3/1000.0] [batch_t 0.430 (0.441)] [data_t 0.016] [optim_t 0.414] [lr 0.002997] [CE 4.882 (4.680)] [KD 5.473 (5.295)] +2024-10-15 02:56:37,155 - Train: 2.13% [26650/1251000] [21.3/1000.0] [batch_t 0.468 (0.448)] [data_t 0.015] [optim_t 0.452] [lr 0.002997] [CE 4.510 (4.607)] [KD 5.078 (5.163)] +2024-10-15 02:56:59,402 - Train: 2.13% [26700/1251000] [21.3/1000.0] [batch_t 0.391 (0.445)] [data_t 0.015] [optim_t 0.376] [lr 0.002997] [CE 4.585 (4.689)] [KD 5.430 (5.199)] +2024-10-15 02:57:20,578 - Train: 2.14% [26750/1251000] [21.4/1000.0] [batch_t 0.444 (0.423)] [data_t 0.016] [optim_t 0.429] [lr 0.002997] [CE 4.840 (4.657)] [KD 5.284 (5.246)] +2024-10-15 02:57:42,017 - Train: 2.14% [26800/1251000] [21.4/1000.0] [batch_t 0.494 (0.429)] [data_t 0.016] [optim_t 0.479] [lr 0.002997] [CE 4.602 (4.679)] [KD 5.197 (5.166)] +2024-10-15 02:58:03,469 - Train: 2.15% [26850/1251000] [21.5/1000.0] [batch_t 0.492 (0.429)] [data_t 0.015] [optim_t 0.476] [lr 0.002997] [CE 4.843 (4.624)] [KD 5.148 (5.104)] +2024-10-15 02:58:25,679 - Train: 2.15% [26900/1251000] [21.5/1000.0] [batch_t 0.420 (0.444)] [data_t 0.015] [optim_t 0.404] [lr 0.002997] [CE 4.459 (4.609)] [KD 5.277 (5.237)] +2024-10-15 02:58:47,781 - Train: 2.15% [26950/1251000] [21.5/1000.0] [batch_t 0.419 (0.442)] [data_t 0.016] [optim_t 0.404] [lr 0.002997] [CE 4.743 (4.672)] [KD 5.522 (5.235)] +2024-10-15 02:59:09,917 - Train: 2.16% [27000/1251000] [21.6/1000.0] [batch_t 0.443 (0.443)] [data_t 0.015] [optim_t 0.427] [lr 0.002997] [CE 4.681 (4.654)] [KD 5.372 (5.183)] +2024-10-15 02:59:31,760 - Train: 2.16% [27050/1251000] [21.6/1000.0] [batch_t 0.371 (0.437)] [data_t 0.015] [optim_t 0.356] [lr 0.002997] [CE 4.774 (4.609)] [KD 5.308 (5.177)] +2024-10-15 02:59:53,701 - Train: 2.17% [27100/1251000] [21.7/1000.0] [batch_t 0.417 (0.439)] [data_t 0.015] [optim_t 0.401] [lr 0.002997] [CE 4.437 (4.622)] [KD 4.938 (5.163)] +2024-10-15 03:00:15,301 - Train: 2.17% [27150/1251000] [21.7/1000.0] [batch_t 0.375 (0.432)] [data_t 0.015] [optim_t 0.359] [lr 0.002997] [CE 4.769 (4.604)] [KD 5.333 (5.147)] +2024-10-15 03:00:36,556 - Train: 2.17% [27200/1251000] [21.7/1000.0] [batch_t 0.368 (0.425)] [data_t 0.015] [optim_t 0.353] [lr 0.002997] [CE 5.208 (4.695)] [KD 5.453 (5.283)] +2024-10-15 03:00:58,358 - Train: 2.18% [27250/1251000] [21.8/1000.0] [batch_t 0.442 (0.436)] [data_t 0.016] [optim_t 0.426] [lr 0.002997] [CE 4.777 (4.675)] [KD 5.235 (5.188)] +2024-10-15 03:01:20,066 - Train: 2.18% [27300/1251000] [21.8/1000.0] [batch_t 0.465 (0.434)] [data_t 0.015] [optim_t 0.449] [lr 0.002997] [CE 4.703 (4.632)] [KD 5.182 (5.138)] +2024-10-15 03:01:41,449 - Train: 2.19% [27350/1251000] [21.9/1000.0] [batch_t 0.465 (0.428)] [data_t 0.015] [optim_t 0.450] [lr 0.002996] [CE 4.674 (4.667)] [KD 5.345 (5.254)] +2024-10-15 03:02:03,018 - Train: 2.19% [27400/1251000] [21.9/1000.0] [batch_t 0.540 (0.431)] [data_t 0.015] [optim_t 0.525] [lr 0.002996] [CE 4.672 (4.619)] [KD 5.045 (5.097)] +2024-10-15 03:02:24,110 - Train: 2.19% [27450/1251000] [21.9/1000.0] [batch_t 0.407 (0.422)] [data_t 0.015] [optim_t 0.391] [lr 0.002996] [CE 4.549 (4.613)] [KD 5.078 (5.247)] +2024-10-15 03:02:45,537 - Train: 2.20% [27500/1251000] [22.0/1000.0] [batch_t 0.432 (0.428)] [data_t 0.015] [optim_t 0.417] [lr 0.002996] [CE 4.109 (4.625)] [KD 5.194 (5.111)] +2024-10-15 03:02:54,037 - ==> Total time: 3:21:02 Eta: 6 days, 4:57:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 03:03:11,603 - Train: 2.20% [27550/1251000] [22.0/1000.0] [batch_t 0.363 (0.581)] [data_t 0.015] [optim_t 0.348] [lr 0.002996] [CE 4.797 (4.619)] [KD 5.219 (5.072)] +2024-10-15 03:03:31,486 - Train: 2.21% [27600/1251000] [22.1/1000.0] [batch_t 0.469 (0.398)] [data_t 0.015] [optim_t 0.454] [lr 0.002996] [CE 4.466 (4.610)] [KD 4.780 (5.047)] +2024-10-15 03:03:52,558 - Train: 2.21% [27650/1251000] [22.1/1000.0] [batch_t 0.433 (0.421)] [data_t 0.015] [optim_t 0.418] [lr 0.002996] [CE 4.411 (4.627)] [KD 4.637 (5.055)] +2024-10-15 03:04:13,739 - Train: 2.21% [27700/1251000] [22.1/1000.0] [batch_t 0.397 (0.424)] [data_t 0.015] [optim_t 0.382] [lr 0.002996] [CE 4.580 (4.677)] [KD 5.038 (5.125)] +2024-10-15 03:04:34,724 - Train: 2.22% [27750/1251000] [22.2/1000.0] [batch_t 0.444 (0.420)] [data_t 0.015] [optim_t 0.428] [lr 0.002996] [CE 4.705 (4.659)] [KD 5.313 (5.170)] +2024-10-15 03:04:56,094 - Train: 2.22% [27800/1251000] [22.2/1000.0] [batch_t 0.466 (0.427)] [data_t 0.016] [optim_t 0.451] [lr 0.002996] [CE 3.972 (4.647)] [KD 5.001 (5.150)] +2024-10-15 03:05:17,422 - Train: 2.23% [27850/1251000] [22.3/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.002996] [CE 4.849 (4.630)] [KD 5.206 (5.014)] +2024-10-15 03:05:38,693 - Train: 2.23% [27900/1251000] [22.3/1000.0] [batch_t 0.469 (0.425)] [data_t 0.015] [optim_t 0.454] [lr 0.002996] [CE 4.596 (4.660)] [KD 4.860 (5.043)] +2024-10-15 03:05:59,831 - Train: 2.23% [27950/1251000] [22.3/1000.0] [batch_t 0.451 (0.423)] [data_t 0.015] [optim_t 0.436] [lr 0.002996] [CE 4.642 (4.576)] [KD 5.091 (4.957)] +2024-10-15 03:06:20,933 - Train: 2.24% [28000/1251000] [22.4/1000.0] [batch_t 0.482 (0.422)] [data_t 0.015] [optim_t 0.467] [lr 0.002996] [CE 4.503 (4.659)] [KD 5.090 (5.213)] +2024-10-15 03:06:42,355 - Train: 2.24% [28050/1251000] [22.4/1000.0] [batch_t 0.447 (0.428)] [data_t 0.015] [optim_t 0.432] [lr 0.002996] [CE 4.735 (4.680)] [KD 5.248 (5.219)] +2024-10-15 03:07:03,360 - Train: 2.25% [28100/1251000] [22.5/1000.0] [batch_t 0.381 (0.420)] [data_t 0.015] [optim_t 0.365] [lr 0.002996] [CE 4.117 (4.612)] [KD 4.637 (5.049)] +2024-10-15 03:07:24,862 - Train: 2.25% [28150/1251000] [22.5/1000.0] [batch_t 0.358 (0.430)] [data_t 0.015] [optim_t 0.343] [lr 0.002996] [CE 4.698 (4.571)] [KD 4.956 (4.927)] +2024-10-15 03:07:45,935 - Train: 2.25% [28200/1251000] [22.5/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.347] [lr 0.002996] [CE 4.435 (4.604)] [KD 5.229 (5.155)] +2024-10-15 03:08:07,418 - Train: 2.26% [28250/1251000] [22.6/1000.0] [batch_t 0.459 (0.430)] [data_t 0.016] [optim_t 0.443] [lr 0.002996] [CE 4.688 (4.686)] [KD 5.167 (5.193)] +2024-10-15 03:08:28,750 - Train: 2.26% [28300/1251000] [22.6/1000.0] [batch_t 0.402 (0.427)] [data_t 0.015] [optim_t 0.387] [lr 0.002996] [CE 4.776 (4.616)] [KD 5.111 (4.992)] +2024-10-15 03:08:50,124 - Train: 2.27% [28350/1251000] [22.7/1000.0] [batch_t 0.507 (0.427)] [data_t 0.153] [optim_t 0.354] [lr 0.002996] [CE 4.973 (4.567)] [KD 5.227 (5.146)] +2024-10-15 03:09:12,066 - Train: 2.27% [28400/1251000] [22.7/1000.0] [batch_t 0.365 (0.439)] [data_t 0.015] [optim_t 0.349] [lr 0.002996] [CE 4.808 (4.613)] [KD 4.626 (5.051)] +2024-10-15 03:09:33,848 - Train: 2.27% [28450/1251000] [22.7/1000.0] [batch_t 0.367 (0.436)] [data_t 0.023] [optim_t 0.344] [lr 0.002996] [CE 4.546 (4.636)] [KD 5.347 (5.055)] +2024-10-15 03:09:55,722 - Train: 2.28% [28500/1251000] [22.8/1000.0] [batch_t 0.431 (0.437)] [data_t 0.087] [optim_t 0.345] [lr 0.002996] [CE 4.595 (4.592)] [KD 5.163 (5.153)] +2024-10-15 03:10:17,624 - Train: 2.28% [28550/1251000] [22.8/1000.0] [batch_t 0.532 (0.438)] [data_t 0.191] [optim_t 0.341] [lr 0.002996] [CE 4.570 (4.654)] [KD 5.077 (5.128)] +2024-10-15 03:10:39,804 - Train: 2.29% [28600/1251000] [22.9/1000.0] [batch_t 0.578 (0.443)] [data_t 0.093] [optim_t 0.485] [lr 0.002996] [CE 4.645 (4.638)] [KD 5.133 (4.990)] +2024-10-15 03:11:01,379 - Train: 2.29% [28650/1251000] [22.9/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.002996] [CE 4.277 (4.648)] [KD 5.073 (5.184)] +2024-10-15 03:11:22,591 - Train: 2.29% [28700/1251000] [22.9/1000.0] [batch_t 0.387 (0.424)] [data_t 0.043] [optim_t 0.344] [lr 0.002996] [CE 4.541 (4.617)] [KD 4.979 (5.131)] +2024-10-15 03:11:43,851 - Train: 2.30% [28750/1251000] [23.0/1000.0] [batch_t 0.364 (0.425)] [data_t 0.020] [optim_t 0.343] [lr 0.002996] [CE 4.295 (4.582)] [KD 4.972 (5.067)] +2024-10-15 03:11:52,825 - ==> Total time: 3:30:01 Eta: 6 days, 4:41:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 03:12:08,947 - Train: 2.30% [28800/1251000] [23.0/1000.0] [batch_t 0.360 (0.552)] [data_t 0.016] [optim_t 0.345] [lr 0.002996] [CE 4.177 (4.653)] [KD 4.937 (5.014)] +2024-10-15 03:12:29,726 - Train: 2.31% [28850/1251000] [23.1/1000.0] [batch_t 0.452 (0.415)] [data_t 0.015] [optim_t 0.437] [lr 0.002996] [CE 4.602 (4.654)] [KD 5.131 (5.040)] +2024-10-15 03:12:51,752 - Train: 2.31% [28900/1251000] [23.1/1000.0] [batch_t 0.380 (0.440)] [data_t 0.015] [optim_t 0.365] [lr 0.002996] [CE 4.426 (4.676)] [KD 4.885 (5.092)] +2024-10-15 03:13:13,531 - Train: 2.31% [28950/1251000] [23.1/1000.0] [batch_t 0.361 (0.435)] [data_t 0.015] [optim_t 0.346] [lr 0.002996] [CE 4.619 (4.644)] [KD 5.198 (5.058)] +2024-10-15 03:13:33,409 - Train: 2.32% [29000/1251000] [23.2/1000.0] [batch_t 0.395 (0.397)] [data_t 0.015] [optim_t 0.380] [lr 0.002996] [CE 4.961 (4.560)] [KD 5.108 (5.022)] +2024-10-15 03:13:53,906 - Train: 2.32% [29050/1251000] [23.2/1000.0] [batch_t 0.417 (0.410)] [data_t 0.015] [optim_t 0.402] [lr 0.002996] [CE 4.930 (4.646)] [KD 5.099 (5.039)] +2024-10-15 03:14:14,278 - Train: 2.33% [29100/1251000] [23.3/1000.0] [batch_t 0.385 (0.407)] [data_t 0.016] [optim_t 0.370] [lr 0.002996] [CE 5.238 (4.646)] [KD 5.463 (5.113)] +2024-10-15 03:14:35,939 - Train: 2.33% [29150/1251000] [23.3/1000.0] [batch_t 0.415 (0.433)] [data_t 0.016] [optim_t 0.399] [lr 0.002996] [CE 4.692 (4.573)] [KD 5.272 (5.039)] +2024-10-15 03:14:57,681 - Train: 2.33% [29200/1251000] [23.3/1000.0] [batch_t 0.430 (0.435)] [data_t 0.015] [optim_t 0.415] [lr 0.002996] [CE 4.873 (4.565)] [KD 5.147 (4.918)] +2024-10-15 03:15:19,203 - Train: 2.34% [29250/1251000] [23.4/1000.0] [batch_t 0.427 (0.430)] [data_t 0.015] [optim_t 0.412] [lr 0.002996] [CE 4.736 (4.628)] [KD 5.050 (4.921)] +2024-10-15 03:15:40,336 - Train: 2.34% [29300/1251000] [23.4/1000.0] [batch_t 0.375 (0.423)] [data_t 0.015] [optim_t 0.359] [lr 0.002996] [CE 4.357 (4.625)] [KD 5.022 (4.990)] +2024-10-15 03:16:01,355 - Train: 2.35% [29350/1251000] [23.5/1000.0] [batch_t 0.462 (0.420)] [data_t 0.015] [optim_t 0.447] [lr 0.002996] [CE 4.716 (4.594)] [KD 5.148 (5.090)] +2024-10-15 03:16:21,902 - Train: 2.35% [29400/1251000] [23.5/1000.0] [batch_t 0.436 (0.411)] [data_t 0.015] [optim_t 0.421] [lr 0.002996] [CE 4.721 (4.611)] [KD 4.958 (5.050)] +2024-10-15 03:16:42,531 - Train: 2.35% [29450/1251000] [23.5/1000.0] [batch_t 0.430 (0.412)] [data_t 0.015] [optim_t 0.415] [lr 0.002996] [CE 4.140 (4.532)] [KD 4.807 (5.025)] +2024-10-15 03:17:03,919 - Train: 2.36% [29500/1251000] [23.6/1000.0] [batch_t 0.436 (0.428)] [data_t 0.015] [optim_t 0.421] [lr 0.002996] [CE 4.675 (4.629)] [KD 5.201 (5.034)] +2024-10-15 03:17:24,480 - Train: 2.36% [29550/1251000] [23.6/1000.0] [batch_t 0.462 (0.411)] [data_t 0.015] [optim_t 0.447] [lr 0.002996] [CE 4.711 (4.604)] [KD 4.805 (5.012)] +2024-10-15 03:17:44,648 - Train: 2.37% [29600/1251000] [23.7/1000.0] [batch_t 0.403 (0.403)] [data_t 0.016] [optim_t 0.387] [lr 0.002996] [CE 4.883 (4.631)] [KD 4.958 (5.031)] +2024-10-15 03:18:05,114 - Train: 2.37% [29650/1251000] [23.7/1000.0] [batch_t 0.401 (0.409)] [data_t 0.016] [optim_t 0.386] [lr 0.002996] [CE 4.433 (4.624)] [KD 4.937 (4.927)] +2024-10-15 03:18:25,807 - Train: 2.37% [29700/1251000] [23.7/1000.0] [batch_t 0.411 (0.414)] [data_t 0.015] [optim_t 0.395] [lr 0.002996] [CE 4.901 (4.616)] [KD 5.094 (5.010)] +2024-10-15 03:18:46,684 - Train: 2.38% [29750/1251000] [23.8/1000.0] [batch_t 0.396 (0.417)] [data_t 0.015] [optim_t 0.380] [lr 0.002996] [CE 5.005 (4.655)] [KD 5.337 (5.068)] +2024-10-15 03:19:08,082 - Train: 2.38% [29800/1251000] [23.8/1000.0] [batch_t 0.401 (0.428)] [data_t 0.015] [optim_t 0.386] [lr 0.002996] [CE 4.303 (4.565)] [KD 4.862 (5.033)] +2024-10-15 03:19:29,260 - Train: 2.39% [29850/1251000] [23.9/1000.0] [batch_t 0.404 (0.423)] [data_t 0.015] [optim_t 0.388] [lr 0.002996] [CE 4.034 (4.630)] [KD 4.525 (5.081)] +2024-10-15 03:19:50,493 - Train: 2.39% [29900/1251000] [23.9/1000.0] [batch_t 0.400 (0.425)] [data_t 0.015] [optim_t 0.385] [lr 0.002996] [CE 4.128 (4.611)] [KD 4.366 (4.956)] +2024-10-15 03:20:11,656 - Train: 2.39% [29950/1251000] [23.9/1000.0] [batch_t 0.426 (0.423)] [data_t 0.015] [optim_t 0.410] [lr 0.002996] [CE 4.623 (4.592)] [KD 5.010 (4.861)] +2024-10-15 03:20:33,399 - Train: 2.40% [30000/1251000] [24.0/1000.0] [batch_t 0.367 (0.435)] [data_t 0.015] [optim_t 0.351] [lr 0.002996] [CE 4.695 (4.655)] [KD 5.302 (5.005)] +2024-10-15 03:20:42,784 - ==> Total time: 3:38:51 Eta: 6 days, 4:20:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 03:20:58,614 - Train: 2.40% [30050/1251000] [24.0/1000.0] [batch_t 0.358 (0.561)] [data_t 0.016] [optim_t 0.343] [lr 0.002996] [CE 4.980 (4.579)] [KD 4.831 (4.887)] +2024-10-15 03:21:20,983 - Train: 2.41% [30100/1251000] [24.1/1000.0] [batch_t 0.413 (0.447)] [data_t 0.015] [optim_t 0.397] [lr 0.002996] [CE 4.737 (4.518)] [KD 4.995 (4.771)] +2024-10-15 03:21:41,349 - Train: 2.41% [30150/1251000] [24.1/1000.0] [batch_t 0.401 (0.407)] [data_t 0.015] [optim_t 0.386] [lr 0.002996] [CE 4.749 (4.598)] [KD 4.759 (4.905)] +2024-10-15 03:22:01,857 - Train: 2.41% [30200/1251000] [24.1/1000.0] [batch_t 0.365 (0.410)] [data_t 0.015] [optim_t 0.350] [lr 0.002996] [CE 4.526 (4.579)] [KD 5.294 (4.831)] +2024-10-15 03:22:22,551 - Train: 2.42% [30250/1251000] [24.2/1000.0] [batch_t 0.416 (0.414)] [data_t 0.015] [optim_t 0.400] [lr 0.002996] [CE 4.894 (4.608)] [KD 4.989 (4.885)] +2024-10-15 03:22:43,351 - Train: 2.42% [30300/1251000] [24.2/1000.0] [batch_t 0.384 (0.416)] [data_t 0.016] [optim_t 0.369] [lr 0.002996] [CE 4.069 (4.568)] [KD 4.773 (4.878)] +2024-10-15 03:23:04,625 - Train: 2.43% [30350/1251000] [24.3/1000.0] [batch_t 0.427 (0.425)] [data_t 0.015] [optim_t 0.411] [lr 0.002996] [CE 4.770 (4.584)] [KD 4.840 (4.923)] +2024-10-15 03:23:25,545 - Train: 2.43% [30400/1251000] [24.3/1000.0] [batch_t 0.421 (0.418)] [data_t 0.015] [optim_t 0.405] [lr 0.002996] [CE 4.128 (4.599)] [KD 4.568 (4.979)] +2024-10-15 03:23:46,745 - Train: 2.43% [30450/1251000] [24.3/1000.0] [batch_t 0.430 (0.424)] [data_t 0.015] [optim_t 0.415] [lr 0.002996] [CE 4.258 (4.558)] [KD 5.120 (4.900)] +2024-10-15 03:24:08,110 - Train: 2.44% [30500/1251000] [24.4/1000.0] [batch_t 0.437 (0.427)] [data_t 0.015] [optim_t 0.422] [lr 0.002996] [CE 4.736 (4.632)] [KD 5.028 (5.048)] +2024-10-15 03:24:29,000 - Train: 2.44% [30550/1251000] [24.4/1000.0] [batch_t 0.360 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.002996] [CE 4.527 (4.639)] [KD 4.816 (4.950)] +2024-10-15 03:24:49,832 - Train: 2.45% [30600/1251000] [24.5/1000.0] [batch_t 0.444 (0.417)] [data_t 0.015] [optim_t 0.429] [lr 0.002996] [CE 5.079 (4.547)] [KD 5.159 (5.010)] +2024-10-15 03:25:10,797 - Train: 2.45% [30650/1251000] [24.5/1000.0] [batch_t 0.435 (0.419)] [data_t 0.015] [optim_t 0.420] [lr 0.002996] [CE 4.130 (4.603)] [KD 4.903 (4.910)] +2024-10-15 03:25:32,281 - Train: 2.45% [30700/1251000] [24.5/1000.0] [batch_t 0.370 (0.430)] [data_t 0.015] [optim_t 0.354] [lr 0.002996] [CE 4.122 (4.554)] [KD 4.942 (4.936)] +2024-10-15 03:25:53,618 - Train: 2.46% [30750/1251000] [24.6/1000.0] [batch_t 0.477 (0.427)] [data_t 0.015] [optim_t 0.462] [lr 0.002996] [CE 4.494 (4.584)] [KD 4.990 (4.904)] +2024-10-15 03:26:15,002 - Train: 2.46% [30800/1251000] [24.6/1000.0] [batch_t 0.408 (0.428)] [data_t 0.015] [optim_t 0.393] [lr 0.002996] [CE 4.244 (4.598)] [KD 4.913 (4.977)] +2024-10-15 03:26:36,901 - Train: 2.47% [30850/1251000] [24.7/1000.0] [batch_t 0.428 (0.438)] [data_t 0.015] [optim_t 0.412] [lr 0.002996] [CE 4.587 (4.589)] [KD 4.864 (4.896)] +2024-10-15 03:26:58,060 - Train: 2.47% [30900/1251000] [24.7/1000.0] [batch_t 0.416 (0.423)] [data_t 0.015] [optim_t 0.401] [lr 0.002996] [CE 4.349 (4.644)] [KD 5.019 (4.866)] +2024-10-15 03:27:19,087 - Train: 2.47% [30950/1251000] [24.7/1000.0] [batch_t 0.452 (0.420)] [data_t 0.015] [optim_t 0.436] [lr 0.002996] [CE 4.284 (4.647)] [KD 4.746 (5.000)] +2024-10-15 03:27:40,447 - Train: 2.48% [31000/1251000] [24.8/1000.0] [batch_t 0.394 (0.427)] [data_t 0.015] [optim_t 0.379] [lr 0.002996] [CE 4.058 (4.564)] [KD 4.681 (4.950)] +2024-10-15 03:28:01,969 - Train: 2.48% [31050/1251000] [24.8/1000.0] [batch_t 0.402 (0.430)] [data_t 0.016] [optim_t 0.386] [lr 0.002995] [CE 4.314 (4.621)] [KD 5.093 (4.936)] +2024-10-15 03:28:23,637 - Train: 2.49% [31100/1251000] [24.9/1000.0] [batch_t 0.500 (0.433)] [data_t 0.015] [optim_t 0.485] [lr 0.002995] [CE 4.591 (4.546)] [KD 5.068 (5.008)] +2024-10-15 03:28:44,630 - Train: 2.49% [31150/1251000] [24.9/1000.0] [batch_t 0.435 (0.420)] [data_t 0.015] [optim_t 0.419] [lr 0.002995] [CE 4.212 (4.571)] [KD 4.712 (4.814)] +2024-10-15 03:29:05,821 - Train: 2.49% [31200/1251000] [24.9/1000.0] [batch_t 0.427 (0.424)] [data_t 0.016] [optim_t 0.411] [lr 0.002995] [CE 4.231 (4.646)] [KD 4.956 (5.051)] +2024-10-15 03:29:27,714 - Train: 2.50% [31250/1251000] [25.0/1000.0] [batch_t 0.426 (0.438)] [data_t 0.015] [optim_t 0.410] [lr 0.002995] [CE 4.646 (4.541)] [KD 4.770 (4.788)] +2024-10-15 03:29:58,620 - Test (net): 100.00% [50/50] [batch_t 0.175 (0.418)] [top1_cnt 34451] [top5_cnt 44582] [top_all 50000] +2024-10-15 03:29:58,620 - net: 68.902 (89.164) +2024-10-15 03:30:20,139 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 36083] [top5_cnt 45334] [top_all 50000] +2024-10-15 03:30:20,139 - net_E: 72.166 (90.668) +2024-10-15 03:30:20,262 - Max [top1: 68.902 (epoch: 25)] [top1-ema: 72.166 (epoch: 25)] +2024-10-15 03:30:20,262 - ==> Total time: 3:48:28 Eta: 6 days, 4:30:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 03:30:38,522 - Train: 2.50% [31300/1251000] [25.0/1000.0] [batch_t 0.362 (0.510)] [data_t 0.015] [optim_t 0.347] [lr 0.002995] [CE 5.128 (4.540)] [KD 4.920 (4.717)] +2024-10-15 03:30:58,886 - Train: 2.51% [31350/1251000] [25.1/1000.0] [batch_t 0.483 (0.407)] [data_t 0.015] [optim_t 0.467] [lr 0.002995] [CE 4.372 (4.609)] [KD 4.771 (4.810)] +2024-10-15 03:31:20,502 - Train: 2.51% [31400/1251000] [25.1/1000.0] [batch_t 0.423 (0.432)] [data_t 0.015] [optim_t 0.408] [lr 0.002995] [CE 4.056 (4.591)] [KD 4.551 (4.838)] +2024-10-15 03:31:42,028 - Train: 2.51% [31450/1251000] [25.1/1000.0] [batch_t 0.504 (0.430)] [data_t 0.015] [optim_t 0.489] [lr 0.002995] [CE 4.819 (4.694)] [KD 4.672 (4.959)] +2024-10-15 03:32:03,111 - Train: 2.52% [31500/1251000] [25.2/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.344] [lr 0.002995] [CE 4.617 (4.623)] [KD 4.913 (4.851)] +2024-10-15 03:32:24,129 - Train: 2.52% [31550/1251000] [25.2/1000.0] [batch_t 0.389 (0.420)] [data_t 0.015] [optim_t 0.374] [lr 0.002995] [CE 4.425 (4.554)] [KD 4.554 (4.763)] +2024-10-15 03:32:45,229 - Train: 2.53% [31600/1251000] [25.3/1000.0] [batch_t 0.374 (0.422)] [data_t 0.016] [optim_t 0.358] [lr 0.002995] [CE 4.360 (4.596)] [KD 4.561 (4.793)] +2024-10-15 03:33:06,438 - Train: 2.53% [31650/1251000] [25.3/1000.0] [batch_t 0.374 (0.424)] [data_t 0.015] [optim_t 0.359] [lr 0.002995] [CE 4.901 (4.578)] [KD 5.256 (4.855)] +2024-10-15 03:33:27,281 - Train: 2.53% [31700/1251000] [25.3/1000.0] [batch_t 0.455 (0.417)] [data_t 0.015] [optim_t 0.440] [lr 0.002995] [CE 5.020 (4.617)] [KD 5.043 (4.862)] +2024-10-15 03:33:48,546 - Train: 2.54% [31750/1251000] [25.4/1000.0] [batch_t 0.457 (0.425)] [data_t 0.015] [optim_t 0.442] [lr 0.002995] [CE 4.635 (4.619)] [KD 4.980 (4.898)] +2024-10-15 03:34:09,676 - Train: 2.54% [31800/1251000] [25.4/1000.0] [batch_t 0.412 (0.423)] [data_t 0.016] [optim_t 0.396] [lr 0.002995] [CE 4.663 (4.582)] [KD 4.968 (4.829)] +2024-10-15 03:34:30,749 - Train: 2.55% [31850/1251000] [25.5/1000.0] [batch_t 0.422 (0.421)] [data_t 0.015] [optim_t 0.406] [lr 0.002995] [CE 4.679 (4.575)] [KD 4.869 (4.765)] +2024-10-15 03:34:51,916 - Train: 2.55% [31900/1251000] [25.5/1000.0] [batch_t 0.415 (0.423)] [data_t 0.015] [optim_t 0.400] [lr 0.002995] [CE 4.537 (4.567)] [KD 4.634 (4.693)] +2024-10-15 03:35:13,494 - Train: 2.55% [31950/1251000] [25.5/1000.0] [batch_t 0.440 (0.431)] [data_t 0.015] [optim_t 0.425] [lr 0.002995] [CE 4.348 (4.554)] [KD 4.653 (4.764)] +2024-10-15 03:35:35,220 - Train: 2.56% [32000/1251000] [25.6/1000.0] [batch_t 0.454 (0.434)] [data_t 0.015] [optim_t 0.439] [lr 0.002995] [CE 4.688 (4.598)] [KD 4.388 (4.814)] +2024-10-15 03:35:56,660 - Train: 2.56% [32050/1251000] [25.6/1000.0] [batch_t 0.422 (0.429)] [data_t 0.015] [optim_t 0.407] [lr 0.002995] [CE 4.337 (4.564)] [KD 4.633 (4.739)] +2024-10-15 03:36:18,548 - Train: 2.57% [32100/1251000] [25.7/1000.0] [batch_t 0.509 (0.438)] [data_t 0.016] [optim_t 0.494] [lr 0.002995] [CE 4.515 (4.593)] [KD 4.431 (4.804)] +2024-10-15 03:36:39,880 - Train: 2.57% [32150/1251000] [25.7/1000.0] [batch_t 0.414 (0.427)] [data_t 0.015] [optim_t 0.399] [lr 0.002995] [CE 4.737 (4.623)] [KD 4.820 (4.844)] +2024-10-15 03:37:01,096 - Train: 2.57% [32200/1251000] [25.7/1000.0] [batch_t 0.383 (0.424)] [data_t 0.015] [optim_t 0.368] [lr 0.002995] [CE 4.247 (4.580)] [KD 4.791 (4.849)] +2024-10-15 03:37:22,566 - Train: 2.58% [32250/1251000] [25.8/1000.0] [batch_t 0.446 (0.429)] [data_t 0.015] [optim_t 0.431] [lr 0.002995] [CE 4.505 (4.552)] [KD 4.831 (4.671)] +2024-10-15 03:37:43,620 - Train: 2.58% [32300/1251000] [25.8/1000.0] [batch_t 0.398 (0.421)] [data_t 0.015] [optim_t 0.383] [lr 0.002995] [CE 4.629 (4.503)] [KD 4.696 (4.732)] +2024-10-15 03:38:05,026 - Train: 2.59% [32350/1251000] [25.9/1000.0] [batch_t 0.464 (0.428)] [data_t 0.015] [optim_t 0.449] [lr 0.002995] [CE 5.009 (4.580)] [KD 4.969 (4.876)] +2024-10-15 03:38:26,428 - Train: 2.59% [32400/1251000] [25.9/1000.0] [batch_t 0.473 (0.428)] [data_t 0.016] [optim_t 0.457] [lr 0.002995] [CE 4.220 (4.547)] [KD 4.925 (4.785)] +2024-10-15 03:38:48,085 - Train: 2.59% [32450/1251000] [25.9/1000.0] [batch_t 0.462 (0.433)] [data_t 0.015] [optim_t 0.446] [lr 0.002995] [CE 4.584 (4.631)] [KD 4.648 (4.833)] +2024-10-15 03:39:09,500 - Train: 2.60% [32500/1251000] [26.0/1000.0] [batch_t 0.363 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.002995] [CE 5.160 (4.495)] [KD 4.990 (4.823)] +2024-10-15 03:39:19,687 - ==> Total time: 3:57:28 Eta: 6 days, 4:16:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 03:39:35,520 - Train: 2.60% [32550/1251000] [26.0/1000.0] [batch_t 0.361 (0.602)] [data_t 0.015] [optim_t 0.346] [lr 0.002995] [CE 4.711 (4.634)] [KD 4.905 (4.927)] +2024-10-15 03:39:56,537 - Train: 2.61% [32600/1251000] [26.1/1000.0] [batch_t 0.362 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002995] [CE 4.693 (4.612)] [KD 5.026 (4.851)] +2024-10-15 03:40:18,701 - Train: 2.61% [32650/1251000] [26.1/1000.0] [batch_t 0.473 (0.443)] [data_t 0.133] [optim_t 0.341] [lr 0.002995] [CE 4.554 (4.518)] [KD 5.102 (4.725)] +2024-10-15 03:40:40,980 - Train: 2.61% [32700/1251000] [26.1/1000.0] [batch_t 0.430 (0.445)] [data_t 0.079] [optim_t 0.351] [lr 0.002995] [CE 4.662 (4.549)] [KD 4.725 (4.737)] +2024-10-15 03:41:02,964 - Train: 2.62% [32750/1251000] [26.2/1000.0] [batch_t 0.418 (0.440)] [data_t 0.077] [optim_t 0.341] [lr 0.002995] [CE 4.740 (4.557)] [KD 4.817 (4.747)] +2024-10-15 03:41:25,194 - Train: 2.62% [32800/1251000] [26.2/1000.0] [batch_t 0.477 (0.445)] [data_t 0.134] [optim_t 0.343] [lr 0.002995] [CE 4.557 (4.579)] [KD 4.717 (4.856)] +2024-10-15 03:41:46,961 - Train: 2.63% [32850/1251000] [26.3/1000.0] [batch_t 0.435 (0.435)] [data_t 0.096] [optim_t 0.339] [lr 0.002995] [CE 4.411 (4.507)] [KD 4.642 (4.711)] +2024-10-15 03:42:07,998 - Train: 2.63% [32900/1251000] [26.3/1000.0] [batch_t 0.411 (0.421)] [data_t 0.070] [optim_t 0.341] [lr 0.002995] [CE 4.534 (4.535)] [KD 4.744 (4.734)] +2024-10-15 03:42:29,337 - Train: 2.63% [32950/1251000] [26.3/1000.0] [batch_t 0.478 (0.427)] [data_t 0.015] [optim_t 0.463] [lr 0.002995] [CE 4.472 (4.595)] [KD 4.880 (4.694)] +2024-10-15 03:42:50,029 - Train: 2.64% [33000/1251000] [26.4/1000.0] [batch_t 0.437 (0.414)] [data_t 0.095] [optim_t 0.343] [lr 0.002995] [CE 4.319 (4.544)] [KD 4.943 (4.809)] +2024-10-15 03:43:11,232 - Train: 2.64% [33050/1251000] [26.4/1000.0] [batch_t 0.364 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.002995] [CE 4.984 (4.581)] [KD 4.906 (4.800)] +2024-10-15 03:43:32,364 - Train: 2.65% [33100/1251000] [26.5/1000.0] [batch_t 0.564 (0.423)] [data_t 0.016] [optim_t 0.549] [lr 0.002995] [CE 3.803 (4.539)] [KD 4.461 (4.742)] +2024-10-15 03:43:53,880 - Train: 2.65% [33150/1251000] [26.5/1000.0] [batch_t 0.436 (0.430)] [data_t 0.016] [optim_t 0.421] [lr 0.002995] [CE 4.354 (4.522)] [KD 4.883 (4.810)] +2024-10-15 03:44:15,307 - Train: 2.65% [33200/1251000] [26.5/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.002995] [CE 4.335 (4.543)] [KD 4.842 (4.844)] +2024-10-15 03:44:36,952 - Train: 2.66% [33250/1251000] [26.6/1000.0] [batch_t 0.458 (0.433)] [data_t 0.015] [optim_t 0.443] [lr 0.002995] [CE 4.089 (4.499)] [KD 4.629 (4.731)] +2024-10-15 03:44:58,067 - Train: 2.66% [33300/1251000] [26.6/1000.0] [batch_t 0.378 (0.422)] [data_t 0.015] [optim_t 0.363] [lr 0.002995] [CE 4.265 (4.588)] [KD 5.057 (4.765)] +2024-10-15 03:45:20,342 - Train: 2.67% [33350/1251000] [26.7/1000.0] [batch_t 0.467 (0.445)] [data_t 0.015] [optim_t 0.452] [lr 0.002995] [CE 4.275 (4.584)] [KD 4.732 (4.881)] +2024-10-15 03:45:42,417 - Train: 2.67% [33400/1251000] [26.7/1000.0] [batch_t 0.364 (0.441)] [data_t 0.015] [optim_t 0.348] [lr 0.002995] [CE 4.787 (4.634)] [KD 4.670 (4.818)] +2024-10-15 03:46:02,960 - Train: 2.67% [33450/1251000] [26.7/1000.0] [batch_t 0.362 (0.411)] [data_t 0.016] [optim_t 0.346] [lr 0.002995] [CE 4.701 (4.547)] [KD 4.657 (4.711)] +2024-10-15 03:46:24,365 - Train: 2.68% [33500/1251000] [26.8/1000.0] [batch_t 0.448 (0.428)] [data_t 0.015] [optim_t 0.433] [lr 0.002995] [CE 4.389 (4.536)] [KD 4.771 (4.712)] +2024-10-15 03:46:45,195 - Train: 2.68% [33550/1251000] [26.8/1000.0] [batch_t 0.378 (0.417)] [data_t 0.015] [optim_t 0.363] [lr 0.002995] [CE 4.341 (4.544)] [KD 4.657 (4.674)] +2024-10-15 03:47:06,843 - Train: 2.69% [33600/1251000] [26.9/1000.0] [batch_t 0.474 (0.433)] [data_t 0.015] [optim_t 0.459] [lr 0.002995] [CE 4.859 (4.476)] [KD 4.569 (4.720)] +2024-10-15 03:47:28,557 - Train: 2.69% [33650/1251000] [26.9/1000.0] [batch_t 0.450 (0.434)] [data_t 0.016] [optim_t 0.434] [lr 0.002995] [CE 4.262 (4.574)] [KD 4.533 (4.700)] +2024-10-15 03:47:50,102 - Train: 2.69% [33700/1251000] [26.9/1000.0] [batch_t 0.458 (0.431)] [data_t 0.015] [optim_t 0.442] [lr 0.002995] [CE 4.524 (4.542)] [KD 4.766 (4.710)] +2024-10-15 03:48:11,511 - Train: 2.70% [33750/1251000] [27.0/1000.0] [batch_t 0.368 (0.428)] [data_t 0.016] [optim_t 0.352] [lr 0.002995] [CE 3.553 (4.553)] [KD 4.577 (4.729)] +2024-10-15 03:48:22,249 - ==> Total time: 4:06:30 Eta: 6 days, 4:03:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 03:48:37,446 - Train: 2.70% [33800/1251000] [27.0/1000.0] [batch_t 0.364 (0.589)] [data_t 0.016] [optim_t 0.348] [lr 0.002995] [CE 4.711 (4.562)] [KD 4.610 (4.598)] +2024-10-15 03:48:58,134 - Train: 2.71% [33850/1251000] [27.1/1000.0] [batch_t 0.431 (0.414)] [data_t 0.015] [optim_t 0.415] [lr 0.002995] [CE 4.619 (4.518)] [KD 4.611 (4.567)] +2024-10-15 03:49:20,011 - Train: 2.71% [33900/1251000] [27.1/1000.0] [batch_t 0.435 (0.437)] [data_t 0.016] [optim_t 0.419] [lr 0.002995] [CE 4.817 (4.494)] [KD 4.785 (4.694)] +2024-10-15 03:49:41,969 - Train: 2.71% [33950/1251000] [27.1/1000.0] [batch_t 0.359 (0.439)] [data_t 0.015] [optim_t 0.344] [lr 0.002995] [CE 4.826 (4.571)] [KD 4.854 (4.701)] +2024-10-15 03:50:03,404 - Train: 2.72% [34000/1251000] [27.2/1000.0] [batch_t 0.482 (0.429)] [data_t 0.135] [optim_t 0.346] [lr 0.002995] [CE 4.749 (4.528)] [KD 4.662 (4.694)] +2024-10-15 03:50:25,688 - Train: 2.72% [34050/1251000] [27.2/1000.0] [batch_t 0.396 (0.446)] [data_t 0.048] [optim_t 0.348] [lr 0.002995] [CE 4.103 (4.565)] [KD 4.722 (4.700)] +2024-10-15 03:50:47,257 - Train: 2.73% [34100/1251000] [27.3/1000.0] [batch_t 0.430 (0.431)] [data_t 0.086] [optim_t 0.344] [lr 0.002995] [CE 4.935 (4.597)] [KD 4.718 (4.715)] +2024-10-15 03:51:08,855 - Train: 2.73% [34150/1251000] [27.3/1000.0] [batch_t 0.464 (0.432)] [data_t 0.118] [optim_t 0.345] [lr 0.002995] [CE 4.775 (4.497)] [KD 5.010 (4.748)] +2024-10-15 03:51:30,513 - Train: 2.73% [34200/1251000] [27.3/1000.0] [batch_t 0.402 (0.433)] [data_t 0.058] [optim_t 0.344] [lr 0.002995] [CE 4.587 (4.530)] [KD 4.804 (4.758)] +2024-10-15 03:51:51,880 - Train: 2.74% [34250/1251000] [27.4/1000.0] [batch_t 0.410 (0.427)] [data_t 0.042] [optim_t 0.368] [lr 0.002995] [CE 4.815 (4.505)] [KD 4.850 (4.746)] +2024-10-15 03:52:12,978 - Train: 2.74% [34300/1251000] [27.4/1000.0] [batch_t 0.448 (0.422)] [data_t 0.099] [optim_t 0.349] [lr 0.002994] [CE 4.550 (4.514)] [KD 4.314 (4.707)] +2024-10-15 03:52:34,898 - Train: 2.75% [34350/1251000] [27.5/1000.0] [batch_t 0.482 (0.438)] [data_t 0.136] [optim_t 0.345] [lr 0.002994] [CE 4.245 (4.453)] [KD 4.637 (4.610)] +2024-10-15 03:52:56,815 - Train: 2.75% [34400/1251000] [27.5/1000.0] [batch_t 0.474 (0.438)] [data_t 0.129] [optim_t 0.345] [lr 0.002994] [CE 4.350 (4.577)] [KD 4.321 (4.667)] +2024-10-15 03:53:18,228 - Train: 2.75% [34450/1251000] [27.5/1000.0] [batch_t 0.428 (0.428)] [data_t 0.084] [optim_t 0.344] [lr 0.002994] [CE 4.381 (4.526)] [KD 4.688 (4.676)] +2024-10-15 03:53:39,554 - Train: 2.76% [34500/1251000] [27.6/1000.0] [batch_t 0.407 (0.426)] [data_t 0.063] [optim_t 0.344] [lr 0.002994] [CE 4.607 (4.609)] [KD 4.914 (4.708)] +2024-10-15 03:54:00,878 - Train: 2.76% [34550/1251000] [27.6/1000.0] [batch_t 0.463 (0.426)] [data_t 0.115] [optim_t 0.348] [lr 0.002994] [CE 4.254 (4.548)] [KD 4.629 (4.699)] +2024-10-15 03:54:22,125 - Train: 2.77% [34600/1251000] [27.7/1000.0] [batch_t 0.443 (0.425)] [data_t 0.100] [optim_t 0.343] [lr 0.002994] [CE 3.962 (4.573)] [KD 4.082 (4.735)] +2024-10-15 03:54:43,543 - Train: 2.77% [34650/1251000] [27.7/1000.0] [batch_t 0.434 (0.428)] [data_t 0.090] [optim_t 0.344] [lr 0.002994] [CE 4.124 (4.555)] [KD 4.295 (4.747)] +2024-10-15 03:55:05,231 - Train: 2.77% [34700/1251000] [27.7/1000.0] [batch_t 0.373 (0.434)] [data_t 0.028] [optim_t 0.345] [lr 0.002994] [CE 4.462 (4.557)] [KD 4.682 (4.750)] +2024-10-15 03:55:26,702 - Train: 2.78% [34750/1251000] [27.8/1000.0] [batch_t 0.465 (0.429)] [data_t 0.120] [optim_t 0.344] [lr 0.002994] [CE 5.105 (4.576)] [KD 4.871 (4.724)] +2024-10-15 03:55:48,394 - Train: 2.78% [34800/1251000] [27.8/1000.0] [batch_t 0.390 (0.434)] [data_t 0.047] [optim_t 0.343] [lr 0.002994] [CE 4.979 (4.558)] [KD 4.906 (4.719)] +2024-10-15 03:56:09,798 - Train: 2.79% [34850/1251000] [27.9/1000.0] [batch_t 0.422 (0.428)] [data_t 0.080] [optim_t 0.342] [lr 0.002994] [CE 4.915 (4.571)] [KD 5.147 (4.637)] +2024-10-15 03:56:31,157 - Train: 2.79% [34900/1251000] [27.9/1000.0] [batch_t 0.447 (0.427)] [data_t 0.102] [optim_t 0.345] [lr 0.002994] [CE 4.467 (4.548)] [KD 4.755 (4.697)] +2024-10-15 03:56:52,338 - Train: 2.79% [34950/1251000] [27.9/1000.0] [batch_t 0.402 (0.424)] [data_t 0.056] [optim_t 0.346] [lr 0.002994] [CE 4.955 (4.554)] [KD 4.813 (4.750)] +2024-10-15 03:57:13,887 - Train: 2.80% [35000/1251000] [28.0/1000.0] [batch_t 0.479 (0.431)] [data_t 0.133] [optim_t 0.345] [lr 0.002994] [CE 4.776 (4.537)] [KD 4.914 (4.713)] +2024-10-15 03:57:25,074 - ==> Total time: 4:15:33 Eta: 6 days, 3:51:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 03:57:39,948 - Train: 2.80% [35050/1251000] [28.0/1000.0] [batch_t 0.363 (0.606)] [data_t 0.015] [optim_t 0.348] [lr 0.002994] [CE 4.753 (4.487)] [KD 4.655 (4.607)] +2024-10-15 03:58:02,360 - Train: 2.81% [35100/1251000] [28.1/1000.0] [batch_t 0.466 (0.448)] [data_t 0.016] [optim_t 0.450] [lr 0.002994] [CE 4.460 (4.545)] [KD 4.593 (4.572)] +2024-10-15 03:58:24,806 - Train: 2.81% [35150/1251000] [28.1/1000.0] [batch_t 0.360 (0.449)] [data_t 0.016] [optim_t 0.345] [lr 0.002994] [CE 4.816 (4.611)] [KD 5.036 (4.652)] +2024-10-15 03:58:47,311 - Train: 2.81% [35200/1251000] [28.1/1000.0] [batch_t 0.464 (0.450)] [data_t 0.016] [optim_t 0.449] [lr 0.002994] [CE 4.339 (4.557)] [KD 4.653 (4.732)] +2024-10-15 03:59:09,558 - Train: 2.82% [35250/1251000] [28.2/1000.0] [batch_t 0.420 (0.445)] [data_t 0.015] [optim_t 0.405] [lr 0.002994] [CE 4.658 (4.577)] [KD 4.443 (4.663)] +2024-10-15 03:59:31,735 - Train: 2.82% [35300/1251000] [28.2/1000.0] [batch_t 0.415 (0.443)] [data_t 0.015] [optim_t 0.399] [lr 0.002994] [CE 4.936 (4.520)] [KD 4.764 (4.662)] +2024-10-15 03:59:54,159 - Train: 2.83% [35350/1251000] [28.3/1000.0] [batch_t 0.459 (0.448)] [data_t 0.015] [optim_t 0.443] [lr 0.002994] [CE 4.494 (4.497)] [KD 4.713 (4.679)] +2024-10-15 04:00:16,581 - Train: 2.83% [35400/1251000] [28.3/1000.0] [batch_t 0.498 (0.448)] [data_t 0.015] [optim_t 0.483] [lr 0.002994] [CE 4.416 (4.504)] [KD 4.585 (4.773)] +2024-10-15 04:00:38,918 - Train: 2.83% [35450/1251000] [28.3/1000.0] [batch_t 0.472 (0.447)] [data_t 0.058] [optim_t 0.413] [lr 0.002994] [CE 4.246 (4.554)] [KD 4.751 (4.771)] +2024-10-15 04:01:01,156 - Train: 2.84% [35500/1251000] [28.4/1000.0] [batch_t 0.467 (0.445)] [data_t 0.123] [optim_t 0.344] [lr 0.002994] [CE 4.334 (4.578)] [KD 4.339 (4.631)] +2024-10-15 04:01:23,504 - Train: 2.84% [35550/1251000] [28.4/1000.0] [batch_t 0.455 (0.447)] [data_t 0.106] [optim_t 0.349] [lr 0.002994] [CE 4.496 (4.532)] [KD 4.499 (4.666)] +2024-10-15 04:01:46,142 - Train: 2.85% [35600/1251000] [28.5/1000.0] [batch_t 0.430 (0.453)] [data_t 0.083] [optim_t 0.347] [lr 0.002994] [CE 4.854 (4.551)] [KD 4.823 (4.695)] +2024-10-15 04:02:08,291 - Train: 2.85% [35650/1251000] [28.5/1000.0] [batch_t 0.509 (0.443)] [data_t 0.165] [optim_t 0.344] [lr 0.002994] [CE 4.392 (4.528)] [KD 4.558 (4.607)] +2024-10-15 04:02:30,325 - Train: 2.85% [35700/1251000] [28.5/1000.0] [batch_t 0.395 (0.441)] [data_t 0.051] [optim_t 0.344] [lr 0.002994] [CE 4.412 (4.463)] [KD 4.609 (4.661)] +2024-10-15 04:02:51,836 - Train: 2.86% [35750/1251000] [28.6/1000.0] [batch_t 0.440 (0.430)] [data_t 0.015] [optim_t 0.425] [lr 0.002994] [CE 4.537 (4.565)] [KD 4.811 (4.676)] +2024-10-15 04:03:13,054 - Train: 2.86% [35800/1251000] [28.6/1000.0] [batch_t 0.444 (0.424)] [data_t 0.098] [optim_t 0.345] [lr 0.002994] [CE 4.800 (4.583)] [KD 4.974 (4.789)] +2024-10-15 04:03:34,847 - Train: 2.87% [35850/1251000] [28.7/1000.0] [batch_t 0.477 (0.436)] [data_t 0.133] [optim_t 0.343] [lr 0.002994] [CE 4.570 (4.420)] [KD 4.946 (4.688)] +2024-10-15 04:03:56,748 - Train: 2.87% [35900/1251000] [28.7/1000.0] [batch_t 0.471 (0.438)] [data_t 0.124] [optim_t 0.347] [lr 0.002994] [CE 4.258 (4.568)] [KD 4.497 (4.658)] +2024-10-15 04:04:18,687 - Train: 2.87% [35950/1251000] [28.7/1000.0] [batch_t 0.508 (0.439)] [data_t 0.098] [optim_t 0.409] [lr 0.002994] [CE 4.747 (4.539)] [KD 4.473 (4.605)] +2024-10-15 04:04:39,921 - Train: 2.88% [36000/1251000] [28.8/1000.0] [batch_t 0.472 (0.425)] [data_t 0.126] [optim_t 0.346] [lr 0.002994] [CE 4.731 (4.514)] [KD 4.624 (4.651)] +2024-10-15 04:05:01,308 - Train: 2.88% [36050/1251000] [28.8/1000.0] [batch_t 0.446 (0.428)] [data_t 0.101] [optim_t 0.345] [lr 0.002994] [CE 4.357 (4.522)] [KD 4.598 (4.629)] +2024-10-15 04:05:22,495 - Train: 2.89% [36100/1251000] [28.9/1000.0] [batch_t 0.415 (0.424)] [data_t 0.068] [optim_t 0.348] [lr 0.002994] [CE 4.666 (4.608)] [KD 4.980 (4.700)] +2024-10-15 04:05:43,976 - Train: 2.89% [36150/1251000] [28.9/1000.0] [batch_t 0.429 (0.429)] [data_t 0.082] [optim_t 0.346] [lr 0.002994] [CE 4.638 (4.491)] [KD 4.369 (4.584)] +2024-10-15 04:06:05,642 - Train: 2.89% [36200/1251000] [28.9/1000.0] [batch_t 0.406 (0.433)] [data_t 0.063] [optim_t 0.343] [lr 0.002994] [CE 4.102 (4.525)] [KD 4.328 (4.593)] +2024-10-15 04:06:27,144 - Train: 2.90% [36250/1251000] [29.0/1000.0] [batch_t 0.389 (0.430)] [data_t 0.043] [optim_t 0.346] [lr 0.002994] [CE 4.593 (4.538)] [KD 4.589 (4.642)] +2024-10-15 04:06:38,789 - ==> Total time: 4:24:47 Eta: 6 days, 3:45:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 04:06:53,231 - Train: 2.90% [36300/1251000] [29.0/1000.0] [batch_t 0.361 (0.608)] [data_t 0.016] [optim_t 0.345] [lr 0.002994] [CE 4.623 (4.664)] [KD 4.577 (4.607)] +2024-10-15 04:07:12,219 - Train: 2.91% [36350/1251000] [29.1/1000.0] [batch_t 0.378 (0.380)] [data_t 0.035] [optim_t 0.343] [lr 0.002994] [CE 3.531 (4.541)] [KD 4.247 (4.631)] +2024-10-15 04:07:33,140 - Train: 2.91% [36400/1251000] [29.1/1000.0] [batch_t 0.358 (0.418)] [data_t 0.015] [optim_t 0.343] [lr 0.002994] [CE 4.512 (4.544)] [KD 4.347 (4.601)] +2024-10-15 04:07:53,995 - Train: 2.91% [36450/1251000] [29.1/1000.0] [batch_t 0.441 (0.417)] [data_t 0.094] [optim_t 0.347] [lr 0.002994] [CE 3.989 (4.518)] [KD 4.474 (4.508)] +2024-10-15 04:08:15,232 - Train: 2.92% [36500/1251000] [29.2/1000.0] [batch_t 0.440 (0.425)] [data_t 0.093] [optim_t 0.347] [lr 0.002994] [CE 4.516 (4.520)] [KD 4.426 (4.615)] +2024-10-15 04:08:37,019 - Train: 2.92% [36550/1251000] [29.2/1000.0] [batch_t 0.412 (0.436)] [data_t 0.066] [optim_t 0.346] [lr 0.002994] [CE 4.890 (4.509)] [KD 4.673 (4.569)] +2024-10-15 04:08:58,564 - Train: 2.93% [36600/1251000] [29.3/1000.0] [batch_t 0.365 (0.431)] [data_t 0.020] [optim_t 0.345] [lr 0.002994] [CE 4.711 (4.610)] [KD 4.546 (4.655)] +2024-10-15 04:09:19,944 - Train: 2.93% [36650/1251000] [29.3/1000.0] [batch_t 0.480 (0.427)] [data_t 0.137] [optim_t 0.343] [lr 0.002994] [CE 4.371 (4.509)] [KD 4.789 (4.620)] +2024-10-15 04:09:40,487 - Train: 2.93% [36700/1251000] [29.3/1000.0] [batch_t 0.415 (0.411)] [data_t 0.067] [optim_t 0.347] [lr 0.002994] [CE 4.263 (4.456)] [KD 4.434 (4.563)] +2024-10-15 04:10:01,652 - Train: 2.94% [36750/1251000] [29.4/1000.0] [batch_t 0.494 (0.423)] [data_t 0.149] [optim_t 0.346] [lr 0.002994] [CE 4.367 (4.516)] [KD 4.640 (4.626)] +2024-10-15 04:10:23,988 - Train: 2.94% [36800/1251000] [29.4/1000.0] [batch_t 0.512 (0.447)] [data_t 0.067] [optim_t 0.445] [lr 0.002994] [CE 4.421 (4.601)] [KD 5.008 (4.683)] +2024-10-15 04:10:45,651 - Train: 2.95% [36850/1251000] [29.5/1000.0] [batch_t 0.468 (0.433)] [data_t 0.124] [optim_t 0.344] [lr 0.002994] [CE 4.515 (4.529)] [KD 4.486 (4.620)] +2024-10-15 04:11:06,705 - Train: 2.95% [36900/1251000] [29.5/1000.0] [batch_t 0.433 (0.421)] [data_t 0.089] [optim_t 0.344] [lr 0.002994] [CE 4.458 (4.519)] [KD 4.976 (4.631)] +2024-10-15 04:11:27,399 - Train: 2.95% [36950/1251000] [29.5/1000.0] [batch_t 0.408 (0.414)] [data_t 0.064] [optim_t 0.344] [lr 0.002994] [CE 5.250 (4.527)] [KD 5.042 (4.649)] +2024-10-15 04:11:48,116 - Train: 2.96% [37000/1251000] [29.6/1000.0] [batch_t 0.401 (0.414)] [data_t 0.059] [optim_t 0.342] [lr 0.002994] [CE 4.579 (4.521)] [KD 4.815 (4.579)] +2024-10-15 04:12:09,113 - Train: 2.96% [37050/1251000] [29.6/1000.0] [batch_t 0.410 (0.420)] [data_t 0.068] [optim_t 0.343] [lr 0.002994] [CE 5.161 (4.618)] [KD 4.808 (4.566)] +2024-10-15 04:12:30,443 - Train: 2.97% [37100/1251000] [29.7/1000.0] [batch_t 0.432 (0.426)] [data_t 0.088] [optim_t 0.344] [lr 0.002994] [CE 5.016 (4.539)] [KD 4.747 (4.679)] +2024-10-15 04:12:51,823 - Train: 2.97% [37150/1251000] [29.7/1000.0] [batch_t 0.392 (0.427)] [data_t 0.046] [optim_t 0.346] [lr 0.002994] [CE 4.402 (4.537)] [KD 4.595 (4.662)] +2024-10-15 04:13:13,301 - Train: 2.97% [37200/1251000] [29.7/1000.0] [batch_t 0.381 (0.429)] [data_t 0.035] [optim_t 0.346] [lr 0.002994] [CE 4.726 (4.530)] [KD 4.633 (4.696)] +2024-10-15 04:13:34,994 - Train: 2.98% [37250/1251000] [29.8/1000.0] [batch_t 0.451 (0.434)] [data_t 0.105] [optim_t 0.346] [lr 0.002994] [CE 4.439 (4.609)] [KD 4.512 (4.626)] +2024-10-15 04:13:56,452 - Train: 2.98% [37300/1251000] [29.8/1000.0] [batch_t 0.395 (0.429)] [data_t 0.050] [optim_t 0.345] [lr 0.002993] [CE 4.441 (4.510)] [KD 4.650 (4.694)] +2024-10-15 04:14:17,522 - Train: 2.99% [37350/1251000] [29.9/1000.0] [batch_t 0.402 (0.421)] [data_t 0.057] [optim_t 0.346] [lr 0.002993] [CE 4.539 (4.597)] [KD 4.793 (4.745)] +2024-10-15 04:14:39,158 - Train: 2.99% [37400/1251000] [29.9/1000.0] [batch_t 0.442 (0.433)] [data_t 0.098] [optim_t 0.345] [lr 0.002993] [CE 4.675 (4.613)] [KD 4.721 (4.590)] +2024-10-15 04:15:00,130 - Train: 2.99% [37450/1251000] [29.9/1000.0] [batch_t 0.445 (0.419)] [data_t 0.097] [optim_t 0.348] [lr 0.002993] [CE 4.430 (4.434)] [KD 4.839 (4.648)] +2024-10-15 04:15:21,475 - Train: 3.00% [37500/1251000] [30.0/1000.0] [batch_t 0.411 (0.427)] [data_t 0.066] [optim_t 0.344] [lr 0.002993] [CE 3.904 (4.504)] [KD 4.579 (4.653)] +2024-10-15 04:15:54,817 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 35591] [top5_cnt 45204] [top_all 50000] +2024-10-15 04:15:54,817 - net: 71.182 (90.408) +2024-10-15 04:16:16,446 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 37312] [top5_cnt 46064] [top_all 50000] +2024-10-15 04:16:16,447 - net_E: 74.624 (92.128) +2024-10-15 04:16:16,597 - Max [top1: 71.182 (epoch: 30)] [top1-ema: 74.624 (epoch: 30)] +2024-10-15 04:16:16,598 - ==> Total time: 4:34:25 Eta: 6 days, 3:52:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 04:16:33,186 - Train: 3.00% [37550/1251000] [30.0/1000.0] [batch_t 0.364 (0.449)] [data_t 0.016] [optim_t 0.348] [lr 0.002993] [CE 4.505 (4.533)] [KD 4.435 (4.572)] +2024-10-15 04:16:53,671 - Train: 3.01% [37600/1251000] [30.1/1000.0] [batch_t 0.467 (0.410)] [data_t 0.015] [optim_t 0.452] [lr 0.002993] [CE 4.541 (4.540)] [KD 4.604 (4.625)] +2024-10-15 04:17:15,454 - Train: 3.01% [37650/1251000] [30.1/1000.0] [batch_t 0.362 (0.436)] [data_t 0.015] [optim_t 0.346] [lr 0.002993] [CE 3.885 (4.531)] [KD 4.364 (4.624)] +2024-10-15 04:17:37,407 - Train: 3.01% [37700/1251000] [30.1/1000.0] [batch_t 0.451 (0.439)] [data_t 0.016] [optim_t 0.435] [lr 0.002993] [CE 4.567 (4.518)] [KD 4.434 (4.567)] +2024-10-15 04:17:59,356 - Train: 3.02% [37750/1251000] [30.2/1000.0] [batch_t 0.449 (0.439)] [data_t 0.015] [optim_t 0.434] [lr 0.002993] [CE 4.781 (4.534)] [KD 4.598 (4.515)] +2024-10-15 04:18:21,316 - Train: 3.02% [37800/1251000] [30.2/1000.0] [batch_t 0.520 (0.439)] [data_t 0.015] [optim_t 0.505] [lr 0.002993] [CE 4.430 (4.532)] [KD 4.640 (4.591)] +2024-10-15 04:18:41,900 - Train: 3.03% [37850/1251000] [30.3/1000.0] [batch_t 0.471 (0.412)] [data_t 0.015] [optim_t 0.456] [lr 0.002993] [CE 4.731 (4.548)] [KD 4.810 (4.700)] +2024-10-15 04:19:02,463 - Train: 3.03% [37900/1251000] [30.3/1000.0] [batch_t 0.364 (0.411)] [data_t 0.016] [optim_t 0.349] [lr 0.002993] [CE 4.681 (4.558)] [KD 4.722 (4.580)] +2024-10-15 04:19:23,227 - Train: 3.03% [37950/1251000] [30.3/1000.0] [batch_t 0.368 (0.415)] [data_t 0.015] [optim_t 0.353] [lr 0.002993] [CE 4.854 (4.544)] [KD 4.766 (4.567)] +2024-10-15 04:19:45,573 - Train: 3.04% [38000/1251000] [30.4/1000.0] [batch_t 0.427 (0.447)] [data_t 0.082] [optim_t 0.344] [lr 0.002993] [CE 4.207 (4.475)] [KD 4.148 (4.438)] +2024-10-15 04:20:07,061 - Train: 3.04% [38050/1251000] [30.4/1000.0] [batch_t 0.430 (0.430)] [data_t 0.086] [optim_t 0.343] [lr 0.002993] [CE 4.711 (4.508)] [KD 4.525 (4.525)] +2024-10-15 04:20:28,020 - Train: 3.05% [38100/1251000] [30.5/1000.0] [batch_t 0.453 (0.419)] [data_t 0.109] [optim_t 0.345] [lr 0.002993] [CE 4.146 (4.520)] [KD 4.520 (4.698)] +2024-10-15 04:20:49,144 - Train: 3.05% [38150/1251000] [30.5/1000.0] [batch_t 0.368 (0.422)] [data_t 0.015] [optim_t 0.353] [lr 0.002993] [CE 4.098 (4.507)] [KD 4.429 (4.597)] +2024-10-15 04:21:11,298 - Train: 3.05% [38200/1251000] [30.5/1000.0] [batch_t 0.369 (0.443)] [data_t 0.015] [optim_t 0.354] [lr 0.002993] [CE 4.500 (4.529)] [KD 4.689 (4.570)] +2024-10-15 04:21:32,443 - Train: 3.06% [38250/1251000] [30.6/1000.0] [batch_t 0.476 (0.423)] [data_t 0.015] [optim_t 0.460] [lr 0.002993] [CE 4.060 (4.504)] [KD 4.413 (4.503)] +2024-10-15 04:21:53,917 - Train: 3.06% [38300/1251000] [30.6/1000.0] [batch_t 0.409 (0.429)] [data_t 0.015] [optim_t 0.394] [lr 0.002993] [CE 4.131 (4.548)] [KD 4.413 (4.565)] +2024-10-15 04:22:15,473 - Train: 3.07% [38350/1251000] [30.7/1000.0] [batch_t 0.442 (0.431)] [data_t 0.015] [optim_t 0.427] [lr 0.002993] [CE 4.218 (4.519)] [KD 4.361 (4.526)] +2024-10-15 04:22:37,456 - Train: 3.07% [38400/1251000] [30.7/1000.0] [batch_t 0.361 (0.440)] [data_t 0.015] [optim_t 0.346] [lr 0.002993] [CE 4.748 (4.521)] [KD 4.635 (4.548)] +2024-10-15 04:22:59,179 - Train: 3.07% [38450/1251000] [30.7/1000.0] [batch_t 0.440 (0.434)] [data_t 0.016] [optim_t 0.425] [lr 0.002993] [CE 4.289 (4.593)] [KD 4.393 (4.675)] +2024-10-15 04:23:20,694 - Train: 3.08% [38500/1251000] [30.8/1000.0] [batch_t 0.433 (0.430)] [data_t 0.015] [optim_t 0.417] [lr 0.002993] [CE 4.460 (4.493)] [KD 4.581 (4.653)] +2024-10-15 04:23:41,793 - Train: 3.08% [38550/1251000] [30.8/1000.0] [batch_t 0.421 (0.422)] [data_t 0.015] [optim_t 0.405] [lr 0.002993] [CE 5.263 (4.612)] [KD 4.807 (4.614)] +2024-10-15 04:24:02,776 - Train: 3.09% [38600/1251000] [30.9/1000.0] [batch_t 0.463 (0.420)] [data_t 0.015] [optim_t 0.448] [lr 0.002993] [CE 4.630 (4.604)] [KD 4.342 (4.629)] +2024-10-15 04:24:24,344 - Train: 3.09% [38650/1251000] [30.9/1000.0] [batch_t 0.426 (0.431)] [data_t 0.015] [optim_t 0.410] [lr 0.002993] [CE 4.625 (4.585)] [KD 4.780 (4.624)] +2024-10-15 04:24:45,794 - Train: 3.09% [38700/1251000] [30.9/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.002993] [CE 4.006 (4.489)] [KD 4.373 (4.560)] +2024-10-15 04:25:07,715 - Train: 3.10% [38750/1251000] [31.0/1000.0] [batch_t 0.453 (0.438)] [data_t 0.015] [optim_t 0.438] [lr 0.002993] [CE 4.394 (4.614)] [KD 4.499 (4.633)] +2024-10-15 04:25:20,138 - ==> Total time: 4:43:28 Eta: 6 days, 3:41:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 04:25:33,839 - Train: 3.10% [38800/1251000] [31.0/1000.0] [batch_t 0.361 (0.649)] [data_t 0.016] [optim_t 0.345] [lr 0.002993] [CE 4.203 (4.592)] [KD 4.357 (4.572)] +2024-10-15 04:25:54,848 - Train: 3.11% [38850/1251000] [31.1/1000.0] [batch_t 0.394 (0.420)] [data_t 0.015] [optim_t 0.378] [lr 0.002993] [CE 4.480 (4.495)] [KD 4.276 (4.453)] +2024-10-15 04:26:15,809 - Train: 3.11% [38900/1251000] [31.1/1000.0] [batch_t 0.490 (0.419)] [data_t 0.015] [optim_t 0.475] [lr 0.002993] [CE 4.080 (4.492)] [KD 4.366 (4.498)] +2024-10-15 04:26:36,427 - Train: 3.11% [38950/1251000] [31.1/1000.0] [batch_t 0.397 (0.412)] [data_t 0.015] [optim_t 0.382] [lr 0.002993] [CE 4.680 (4.514)] [KD 4.935 (4.552)] +2024-10-15 04:26:57,862 - Train: 3.12% [39000/1251000] [31.2/1000.0] [batch_t 0.466 (0.429)] [data_t 0.015] [optim_t 0.451] [lr 0.002993] [CE 4.132 (4.578)] [KD 4.324 (4.625)] +2024-10-15 04:27:18,975 - Train: 3.12% [39050/1251000] [31.2/1000.0] [batch_t 0.455 (0.422)] [data_t 0.015] [optim_t 0.440] [lr 0.002993] [CE 4.523 (4.575)] [KD 4.602 (4.585)] +2024-10-15 04:27:40,029 - Train: 3.13% [39100/1251000] [31.3/1000.0] [batch_t 0.444 (0.421)] [data_t 0.016] [optim_t 0.429] [lr 0.002993] [CE 4.748 (4.520)] [KD 4.406 (4.572)] +2024-10-15 04:28:00,867 - Train: 3.13% [39150/1251000] [31.3/1000.0] [batch_t 0.423 (0.417)] [data_t 0.015] [optim_t 0.408] [lr 0.002993] [CE 4.719 (4.536)] [KD 4.588 (4.530)] +2024-10-15 04:28:21,734 - Train: 3.13% [39200/1251000] [31.3/1000.0] [batch_t 0.406 (0.417)] [data_t 0.015] [optim_t 0.390] [lr 0.002993] [CE 4.470 (4.482)] [KD 4.765 (4.613)] +2024-10-15 04:28:42,548 - Train: 3.14% [39250/1251000] [31.4/1000.0] [batch_t 0.403 (0.416)] [data_t 0.015] [optim_t 0.387] [lr 0.002993] [CE 4.700 (4.538)] [KD 4.275 (4.613)] +2024-10-15 04:29:03,609 - Train: 3.14% [39300/1251000] [31.4/1000.0] [batch_t 0.424 (0.421)] [data_t 0.015] [optim_t 0.409] [lr 0.002993] [CE 4.692 (4.518)] [KD 4.849 (4.586)] +2024-10-15 04:29:24,326 - Train: 3.15% [39350/1251000] [31.5/1000.0] [batch_t 0.434 (0.414)] [data_t 0.015] [optim_t 0.418] [lr 0.002993] [CE 4.814 (4.590)] [KD 4.594 (4.572)] +2024-10-15 04:29:44,753 - Train: 3.15% [39400/1251000] [31.5/1000.0] [batch_t 0.406 (0.408)] [data_t 0.015] [optim_t 0.390] [lr 0.002993] [CE 4.625 (4.510)] [KD 4.721 (4.563)] +2024-10-15 04:30:05,119 - Train: 3.15% [39450/1251000] [31.5/1000.0] [batch_t 0.360 (0.407)] [data_t 0.015] [optim_t 0.345] [lr 0.002993] [CE 4.572 (4.503)] [KD 4.622 (4.555)] +2024-10-15 04:30:26,554 - Train: 3.16% [39500/1251000] [31.6/1000.0] [batch_t 0.445 (0.429)] [data_t 0.015] [optim_t 0.430] [lr 0.002993] [CE 4.430 (4.497)] [KD 4.595 (4.599)] +2024-10-15 04:30:48,000 - Train: 3.16% [39550/1251000] [31.6/1000.0] [batch_t 0.497 (0.429)] [data_t 0.015] [optim_t 0.481] [lr 0.002993] [CE 4.386 (4.477)] [KD 4.507 (4.618)] +2024-10-15 04:31:09,850 - Train: 3.17% [39600/1251000] [31.7/1000.0] [batch_t 0.421 (0.437)] [data_t 0.015] [optim_t 0.406] [lr 0.002993] [CE 4.744 (4.481)] [KD 4.916 (4.534)] +2024-10-15 04:31:31,573 - Train: 3.17% [39650/1251000] [31.7/1000.0] [batch_t 0.458 (0.434)] [data_t 0.015] [optim_t 0.443] [lr 0.002993] [CE 4.394 (4.534)] [KD 4.452 (4.577)] +2024-10-15 04:31:53,755 - Train: 3.17% [39700/1251000] [31.7/1000.0] [batch_t 0.448 (0.444)] [data_t 0.015] [optim_t 0.432] [lr 0.002993] [CE 4.204 (4.498)] [KD 4.744 (4.473)] +2024-10-15 04:32:14,469 - Train: 3.18% [39750/1251000] [31.8/1000.0] [batch_t 0.407 (0.414)] [data_t 0.015] [optim_t 0.391] [lr 0.002993] [CE 4.421 (4.528)] [KD 4.500 (4.628)] +2024-10-15 04:32:35,443 - Train: 3.18% [39800/1251000] [31.8/1000.0] [batch_t 0.447 (0.419)] [data_t 0.016] [optim_t 0.432] [lr 0.002993] [CE 5.006 (4.577)] [KD 4.674 (4.570)] +2024-10-15 04:32:56,229 - Train: 3.19% [39850/1251000] [31.9/1000.0] [batch_t 0.446 (0.416)] [data_t 0.015] [optim_t 0.430] [lr 0.002993] [CE 4.692 (4.536)] [KD 4.684 (4.605)] +2024-10-15 04:33:17,119 - Train: 3.19% [39900/1251000] [31.9/1000.0] [batch_t 0.450 (0.418)] [data_t 0.015] [optim_t 0.435] [lr 0.002993] [CE 4.635 (4.551)] [KD 4.507 (4.521)] +2024-10-15 04:33:38,928 - Train: 3.19% [39950/1251000] [31.9/1000.0] [batch_t 0.442 (0.436)] [data_t 0.016] [optim_t 0.427] [lr 0.002993] [CE 4.564 (4.569)] [KD 4.667 (4.598)] +2024-10-15 04:33:59,970 - Train: 3.20% [40000/1251000] [32.0/1000.0] [batch_t 0.375 (0.421)] [data_t 0.016] [optim_t 0.359] [lr 0.002993] [CE 4.494 (4.556)] [KD 4.491 (4.606)] +2024-10-15 04:34:12,918 - ==> Total time: 4:52:21 Eta: 6 days, 3:23:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 04:34:26,826 - Train: 3.20% [40050/1251000] [32.0/1000.0] [batch_t 0.361 (0.674)] [data_t 0.015] [optim_t 0.346] [lr 0.002992] [CE 4.286 (4.470)] [KD 4.261 (4.381)] +2024-10-15 04:34:48,410 - Train: 3.21% [40100/1251000] [32.1/1000.0] [batch_t 0.428 (0.432)] [data_t 0.086] [optim_t 0.342] [lr 0.002992] [CE 4.833 (4.492)] [KD 4.391 (4.549)] +2024-10-15 04:35:10,759 - Train: 3.21% [40150/1251000] [32.1/1000.0] [batch_t 0.453 (0.447)] [data_t 0.110] [optim_t 0.344] [lr 0.002992] [CE 4.234 (4.474)] [KD 4.506 (4.488)] +2024-10-15 04:35:33,068 - Train: 3.21% [40200/1251000] [32.1/1000.0] [batch_t 0.455 (0.446)] [data_t 0.112] [optim_t 0.344] [lr 0.002992] [CE 4.961 (4.508)] [KD 4.371 (4.456)] +2024-10-15 04:35:55,530 - Train: 3.22% [40250/1251000] [32.2/1000.0] [batch_t 0.413 (0.449)] [data_t 0.070] [optim_t 0.343] [lr 0.002992] [CE 4.398 (4.517)] [KD 4.628 (4.499)] +2024-10-15 04:36:17,692 - Train: 3.22% [40300/1251000] [32.2/1000.0] [batch_t 0.449 (0.443)] [data_t 0.103] [optim_t 0.347] [lr 0.002992] [CE 4.427 (4.557)] [KD 4.401 (4.542)] +2024-10-15 04:36:40,016 - Train: 3.23% [40350/1251000] [32.3/1000.0] [batch_t 0.405 (0.446)] [data_t 0.061] [optim_t 0.344] [lr 0.002992] [CE 4.636 (4.444)] [KD 4.349 (4.488)] +2024-10-15 04:37:02,407 - Train: 3.23% [40400/1251000] [32.3/1000.0] [batch_t 0.515 (0.448)] [data_t 0.172] [optim_t 0.343] [lr 0.002992] [CE 4.137 (4.454)] [KD 4.557 (4.477)] +2024-10-15 04:37:24,340 - Train: 3.23% [40450/1251000] [32.3/1000.0] [batch_t 0.492 (0.439)] [data_t 0.148] [optim_t 0.344] [lr 0.002992] [CE 4.428 (4.571)] [KD 4.329 (4.536)] +2024-10-15 04:37:45,439 - Train: 3.24% [40500/1251000] [32.4/1000.0] [batch_t 0.400 (0.422)] [data_t 0.055] [optim_t 0.345] [lr 0.002992] [CE 4.395 (4.503)] [KD 4.804 (4.488)] +2024-10-15 04:38:06,611 - Train: 3.24% [40550/1251000] [32.4/1000.0] [batch_t 0.397 (0.423)] [data_t 0.052] [optim_t 0.344] [lr 0.002992] [CE 4.380 (4.494)] [KD 4.602 (4.527)] +2024-10-15 04:38:28,137 - Train: 3.25% [40600/1251000] [32.5/1000.0] [batch_t 0.437 (0.430)] [data_t 0.095] [optim_t 0.343] [lr 0.002992] [CE 4.729 (4.485)] [KD 4.682 (4.487)] +2024-10-15 04:38:49,718 - Train: 3.25% [40650/1251000] [32.5/1000.0] [batch_t 0.459 (0.431)] [data_t 0.116] [optim_t 0.342] [lr 0.002992] [CE 4.318 (4.524)] [KD 4.395 (4.530)] +2024-10-15 04:39:10,858 - Train: 3.25% [40700/1251000] [32.5/1000.0] [batch_t 0.359 (0.423)] [data_t 0.016] [optim_t 0.343] [lr 0.002992] [CE 4.249 (4.458)] [KD 4.314 (4.452)] +2024-10-15 04:39:32,240 - Train: 3.26% [40750/1251000] [32.6/1000.0] [batch_t 0.438 (0.428)] [data_t 0.093] [optim_t 0.345] [lr 0.002992] [CE 4.607 (4.529)] [KD 4.316 (4.546)] +2024-10-15 04:39:53,177 - Train: 3.26% [40800/1251000] [32.6/1000.0] [batch_t 0.416 (0.419)] [data_t 0.072] [optim_t 0.344] [lr 0.002992] [CE 4.105 (4.556)] [KD 4.644 (4.561)] +2024-10-15 04:40:14,057 - Train: 3.27% [40850/1251000] [32.7/1000.0] [batch_t 0.390 (0.417)] [data_t 0.044] [optim_t 0.346] [lr 0.002992] [CE 5.109 (4.489)] [KD 4.587 (4.459)] +2024-10-15 04:40:34,805 - Train: 3.27% [40900/1251000] [32.7/1000.0] [batch_t 0.393 (0.415)] [data_t 0.048] [optim_t 0.346] [lr 0.002992] [CE 4.187 (4.492)] [KD 4.237 (4.371)] +2024-10-15 04:40:55,784 - Train: 3.27% [40950/1251000] [32.7/1000.0] [batch_t 0.418 (0.419)] [data_t 0.076] [optim_t 0.343] [lr 0.002992] [CE 4.755 (4.529)] [KD 4.348 (4.499)] +2024-10-15 04:41:17,057 - Train: 3.28% [41000/1251000] [32.8/1000.0] [batch_t 0.536 (0.425)] [data_t 0.191] [optim_t 0.345] [lr 0.002992] [CE 4.277 (4.578)] [KD 4.478 (4.575)] +2024-10-15 04:41:38,813 - Train: 3.28% [41050/1251000] [32.8/1000.0] [batch_t 0.527 (0.435)] [data_t 0.185] [optim_t 0.342] [lr 0.002992] [CE 3.762 (4.524)] [KD 4.320 (4.583)] +2024-10-15 04:42:00,701 - Train: 3.29% [41100/1251000] [32.9/1000.0] [batch_t 0.429 (0.438)] [data_t 0.086] [optim_t 0.343] [lr 0.002992] [CE 4.446 (4.459)] [KD 4.579 (4.429)] +2024-10-15 04:42:22,565 - Train: 3.29% [41150/1251000] [32.9/1000.0] [batch_t 0.358 (0.437)] [data_t 0.015] [optim_t 0.343] [lr 0.002992] [CE 4.644 (4.557)] [KD 4.503 (4.638)] +2024-10-15 04:42:44,332 - Train: 3.29% [41200/1251000] [32.9/1000.0] [batch_t 0.470 (0.435)] [data_t 0.126] [optim_t 0.344] [lr 0.002992] [CE 4.773 (4.517)] [KD 4.925 (4.498)] +2024-10-15 04:43:06,096 - Train: 3.30% [41250/1251000] [33.0/1000.0] [batch_t 0.440 (0.435)] [data_t 0.096] [optim_t 0.343] [lr 0.002992] [CE 4.904 (4.516)] [KD 4.740 (4.482)] +2024-10-15 04:43:19,422 - ==> Total time: 5:01:28 Eta: 6 days, 3:13:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 04:43:32,372 - Train: 3.30% [41300/1251000] [33.0/1000.0] [batch_t 0.360 (0.684)] [data_t 0.016] [optim_t 0.344] [lr 0.002992] [CE 4.275 (4.524)] [KD 4.546 (4.474)] +2024-10-15 04:43:51,931 - Train: 3.31% [41350/1251000] [33.1/1000.0] [batch_t 0.414 (0.391)] [data_t 0.015] [optim_t 0.398] [lr 0.002992] [CE 4.181 (4.501)] [KD 4.473 (4.490)] +2024-10-15 04:44:13,702 - Train: 3.31% [41400/1251000] [33.1/1000.0] [batch_t 0.459 (0.435)] [data_t 0.015] [optim_t 0.444] [lr 0.002992] [CE 5.095 (4.518)] [KD 5.146 (4.532)] +2024-10-15 04:44:35,331 - Train: 3.31% [41450/1251000] [33.1/1000.0] [batch_t 0.372 (0.433)] [data_t 0.016] [optim_t 0.357] [lr 0.002992] [CE 4.787 (4.546)] [KD 4.303 (4.508)] +2024-10-15 04:44:56,565 - Train: 3.32% [41500/1251000] [33.2/1000.0] [batch_t 0.437 (0.425)] [data_t 0.015] [optim_t 0.422] [lr 0.002992] [CE 4.331 (4.508)] [KD 4.590 (4.503)] +2024-10-15 04:45:17,486 - Train: 3.32% [41550/1251000] [33.2/1000.0] [batch_t 0.414 (0.418)] [data_t 0.015] [optim_t 0.399] [lr 0.002992] [CE 4.461 (4.536)] [KD 4.493 (4.537)] +2024-10-15 04:45:38,646 - Train: 3.33% [41600/1251000] [33.3/1000.0] [batch_t 0.380 (0.423)] [data_t 0.015] [optim_t 0.365] [lr 0.002992] [CE 4.064 (4.467)] [KD 4.492 (4.459)] +2024-10-15 04:46:00,144 - Train: 3.33% [41650/1251000] [33.3/1000.0] [batch_t 0.508 (0.430)] [data_t 0.015] [optim_t 0.493] [lr 0.002992] [CE 4.318 (4.487)] [KD 4.308 (4.448)] +2024-10-15 04:46:20,946 - Train: 3.33% [41700/1251000] [33.3/1000.0] [batch_t 0.402 (0.416)] [data_t 0.015] [optim_t 0.386] [lr 0.002992] [CE 4.369 (4.493)] [KD 4.297 (4.449)] +2024-10-15 04:46:41,897 - Train: 3.34% [41750/1251000] [33.4/1000.0] [batch_t 0.418 (0.419)] [data_t 0.015] [optim_t 0.403] [lr 0.002992] [CE 4.324 (4.527)] [KD 4.209 (4.460)] +2024-10-15 04:47:02,885 - Train: 3.34% [41800/1251000] [33.4/1000.0] [batch_t 0.403 (0.420)] [data_t 0.015] [optim_t 0.388] [lr 0.002992] [CE 4.531 (4.462)] [KD 4.398 (4.447)] +2024-10-15 04:47:24,298 - Train: 3.35% [41850/1251000] [33.5/1000.0] [batch_t 0.486 (0.428)] [data_t 0.015] [optim_t 0.471] [lr 0.002992] [CE 4.575 (4.525)] [KD 4.600 (4.530)] +2024-10-15 04:47:45,795 - Train: 3.35% [41900/1251000] [33.5/1000.0] [batch_t 0.443 (0.430)] [data_t 0.015] [optim_t 0.428] [lr 0.002992] [CE 4.522 (4.453)] [KD 4.459 (4.501)] +2024-10-15 04:48:06,875 - Train: 3.35% [41950/1251000] [33.5/1000.0] [batch_t 0.418 (0.422)] [data_t 0.015] [optim_t 0.403] [lr 0.002992] [CE 5.104 (4.449)] [KD 4.721 (4.607)] +2024-10-15 04:48:28,066 - Train: 3.36% [42000/1251000] [33.6/1000.0] [batch_t 0.514 (0.424)] [data_t 0.015] [optim_t 0.498] [lr 0.002992] [CE 4.563 (4.532)] [KD 4.234 (4.505)] +2024-10-15 04:48:49,237 - Train: 3.36% [42050/1251000] [33.6/1000.0] [batch_t 0.407 (0.423)] [data_t 0.015] [optim_t 0.392] [lr 0.002992] [CE 4.281 (4.511)] [KD 4.496 (4.419)] +2024-10-15 04:49:10,647 - Train: 3.37% [42100/1251000] [33.7/1000.0] [batch_t 0.459 (0.428)] [data_t 0.015] [optim_t 0.444] [lr 0.002992] [CE 4.773 (4.521)] [KD 4.684 (4.498)] +2024-10-15 04:49:31,559 - Train: 3.37% [42150/1251000] [33.7/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.002992] [CE 4.706 (4.444)] [KD 4.727 (4.446)] +2024-10-15 04:49:52,965 - Train: 3.37% [42200/1251000] [33.7/1000.0] [batch_t 0.456 (0.428)] [data_t 0.015] [optim_t 0.440] [lr 0.002992] [CE 4.154 (4.457)] [KD 4.307 (4.495)] +2024-10-15 04:50:14,246 - Train: 3.38% [42250/1251000] [33.8/1000.0] [batch_t 0.457 (0.426)] [data_t 0.015] [optim_t 0.442] [lr 0.002992] [CE 4.304 (4.581)] [KD 4.294 (4.489)] +2024-10-15 04:50:35,192 - Train: 3.38% [42300/1251000] [33.8/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.346] [lr 0.002992] [CE 4.347 (4.468)] [KD 4.359 (4.427)] +2024-10-15 04:50:56,149 - Train: 3.39% [42350/1251000] [33.9/1000.0] [batch_t 0.479 (0.419)] [data_t 0.015] [optim_t 0.463] [lr 0.002992] [CE 4.521 (4.502)] [KD 4.386 (4.454)] +2024-10-15 04:51:16,925 - Train: 3.39% [42400/1251000] [33.9/1000.0] [batch_t 0.419 (0.415)] [data_t 0.015] [optim_t 0.403] [lr 0.002992] [CE 4.288 (4.485)] [KD 4.339 (4.476)] +2024-10-15 04:51:38,451 - Train: 3.39% [42450/1251000] [33.9/1000.0] [batch_t 0.435 (0.430)] [data_t 0.015] [optim_t 0.420] [lr 0.002992] [CE 4.801 (4.465)] [KD 4.439 (4.468)] +2024-10-15 04:51:59,491 - Train: 3.40% [42500/1251000] [34.0/1000.0] [batch_t 0.471 (0.421)] [data_t 0.015] [optim_t 0.456] [lr 0.002992] [CE 4.555 (4.513)] [KD 4.441 (4.436)] +2024-10-15 04:52:13,592 - ==> Total time: 5:10:22 Eta: 6 days, 2:58:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 04:52:25,908 - Train: 3.40% [42550/1251000] [34.0/1000.0] [batch_t 0.362 (0.684)] [data_t 0.015] [optim_t 0.347] [lr 0.002992] [CE 4.441 (4.490)] [KD 4.260 (4.483)] +2024-10-15 04:52:45,898 - Train: 3.41% [42600/1251000] [34.1/1000.0] [batch_t 0.483 (0.400)] [data_t 0.015] [optim_t 0.468] [lr 0.002992] [CE 4.570 (4.500)] [KD 4.610 (4.436)] +2024-10-15 04:53:07,368 - Train: 3.41% [42650/1251000] [34.1/1000.0] [batch_t 0.435 (0.429)] [data_t 0.015] [optim_t 0.420] [lr 0.002991] [CE 4.471 (4.506)] [KD 4.406 (4.461)] +2024-10-15 04:53:28,078 - Train: 3.41% [42700/1251000] [34.1/1000.0] [batch_t 0.377 (0.414)] [data_t 0.016] [optim_t 0.361] [lr 0.002991] [CE 4.126 (4.526)] [KD 4.289 (4.505)] +2024-10-15 04:53:48,711 - Train: 3.42% [42750/1251000] [34.2/1000.0] [batch_t 0.415 (0.413)] [data_t 0.015] [optim_t 0.399] [lr 0.002991] [CE 4.004 (4.507)] [KD 4.736 (4.521)] +2024-10-15 04:54:09,947 - Train: 3.42% [42800/1251000] [34.2/1000.0] [batch_t 0.402 (0.425)] [data_t 0.015] [optim_t 0.387] [lr 0.002991] [CE 4.379 (4.428)] [KD 4.339 (4.421)] +2024-10-15 04:54:30,532 - Train: 3.43% [42850/1251000] [34.3/1000.0] [batch_t 0.372 (0.412)] [data_t 0.016] [optim_t 0.356] [lr 0.002991] [CE 4.838 (4.509)] [KD 4.375 (4.469)] +2024-10-15 04:54:51,268 - Train: 3.43% [42900/1251000] [34.3/1000.0] [batch_t 0.447 (0.415)] [data_t 0.015] [optim_t 0.432] [lr 0.002991] [CE 4.610 (4.502)] [KD 4.330 (4.450)] +2024-10-15 04:55:12,482 - Train: 3.43% [42950/1251000] [34.3/1000.0] [batch_t 0.418 (0.424)] [data_t 0.015] [optim_t 0.403] [lr 0.002991] [CE 4.575 (4.564)] [KD 4.473 (4.447)] +2024-10-15 04:55:33,443 - Train: 3.44% [43000/1251000] [34.4/1000.0] [batch_t 0.415 (0.419)] [data_t 0.015] [optim_t 0.399] [lr 0.002991] [CE 4.697 (4.508)] [KD 4.564 (4.425)] +2024-10-15 04:55:54,458 - Train: 3.44% [43050/1251000] [34.4/1000.0] [batch_t 0.401 (0.420)] [data_t 0.015] [optim_t 0.386] [lr 0.002991] [CE 4.508 (4.571)] [KD 4.265 (4.422)] +2024-10-15 04:56:15,513 - Train: 3.45% [43100/1251000] [34.5/1000.0] [batch_t 0.408 (0.421)] [data_t 0.015] [optim_t 0.393] [lr 0.002991] [CE 4.443 (4.532)] [KD 4.357 (4.492)] +2024-10-15 04:56:36,422 - Train: 3.45% [43150/1251000] [34.5/1000.0] [batch_t 0.428 (0.418)] [data_t 0.015] [optim_t 0.413] [lr 0.002991] [CE 4.478 (4.539)] [KD 4.658 (4.401)] +2024-10-15 04:56:57,386 - Train: 3.45% [43200/1251000] [34.5/1000.0] [batch_t 0.377 (0.419)] [data_t 0.015] [optim_t 0.361] [lr 0.002991] [CE 4.386 (4.464)] [KD 4.570 (4.459)] +2024-10-15 04:57:18,467 - Train: 3.46% [43250/1251000] [34.6/1000.0] [batch_t 0.405 (0.422)] [data_t 0.015] [optim_t 0.389] [lr 0.002991] [CE 4.492 (4.470)] [KD 4.278 (4.519)] +2024-10-15 04:57:39,221 - Train: 3.46% [43300/1251000] [34.6/1000.0] [batch_t 0.482 (0.415)] [data_t 0.015] [optim_t 0.467] [lr 0.002991] [CE 4.816 (4.467)] [KD 4.342 (4.438)] +2024-10-15 04:58:00,115 - Train: 3.47% [43350/1251000] [34.7/1000.0] [batch_t 0.407 (0.418)] [data_t 0.015] [optim_t 0.391] [lr 0.002991] [CE 4.293 (4.506)] [KD 4.634 (4.433)] +2024-10-15 04:58:21,568 - Train: 3.47% [43400/1251000] [34.7/1000.0] [batch_t 0.482 (0.429)] [data_t 0.015] [optim_t 0.466] [lr 0.002991] [CE 4.538 (4.534)] [KD 4.226 (4.491)] +2024-10-15 04:58:43,148 - Train: 3.47% [43450/1251000] [34.7/1000.0] [batch_t 0.397 (0.432)] [data_t 0.015] [optim_t 0.381] [lr 0.002991] [CE 4.105 (4.543)] [KD 4.290 (4.447)] +2024-10-15 04:59:04,255 - Train: 3.48% [43500/1251000] [34.8/1000.0] [batch_t 0.415 (0.422)] [data_t 0.016] [optim_t 0.399] [lr 0.002991] [CE 4.579 (4.464)] [KD 4.773 (4.386)] +2024-10-15 04:59:25,087 - Train: 3.48% [43550/1251000] [34.8/1000.0] [batch_t 0.446 (0.417)] [data_t 0.015] [optim_t 0.430] [lr 0.002991] [CE 4.625 (4.510)] [KD 4.169 (4.470)] +2024-10-15 04:59:45,766 - Train: 3.49% [43600/1251000] [34.9/1000.0] [batch_t 0.364 (0.413)] [data_t 0.015] [optim_t 0.348] [lr 0.002991] [CE 4.797 (4.456)] [KD 4.249 (4.359)] +2024-10-15 05:00:06,326 - Train: 3.49% [43650/1251000] [34.9/1000.0] [batch_t 0.410 (0.411)] [data_t 0.015] [optim_t 0.394] [lr 0.002991] [CE 4.680 (4.522)] [KD 4.427 (4.457)] +2024-10-15 05:00:26,961 - Train: 3.49% [43700/1251000] [34.9/1000.0] [batch_t 0.409 (0.413)] [data_t 0.015] [optim_t 0.394] [lr 0.002991] [CE 4.757 (4.511)] [KD 4.270 (4.473)] +2024-10-15 05:00:47,507 - Train: 3.50% [43750/1251000] [35.0/1000.0] [batch_t 0.399 (0.411)] [data_t 0.015] [optim_t 0.383] [lr 0.002991] [CE 4.533 (4.508)] [KD 4.357 (4.509)] +2024-10-15 05:01:22,404 - Test (net): 100.00% [50/50] [batch_t 0.145 (0.420)] [top1_cnt 35677] [top5_cnt 45382] [top_all 50000] +2024-10-15 05:01:22,405 - net: 71.354 (90.764) +2024-10-15 05:01:44,550 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 37919] [top5_cnt 46385] [top_all 50000] +2024-10-15 05:01:44,551 - net_E: 75.838 (92.770) +2024-10-15 05:01:44,703 - Max [top1: 71.354 (epoch: 35)] [top1-ema: 75.838 (epoch: 35)] +2024-10-15 05:01:44,703 - ==> Total time: 5:19:53 Eta: 6 days, 2:59:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 05:01:57,999 - Train: 3.50% [43800/1251000] [35.0/1000.0] [batch_t 0.359 (0.551)] [data_t 0.015] [optim_t 0.344] [lr 0.002991] [CE 4.630 (4.394)] [KD 4.258 (4.305)] +2024-10-15 05:02:18,213 - Train: 3.51% [43850/1251000] [35.1/1000.0] [batch_t 0.432 (0.404)] [data_t 0.015] [optim_t 0.417] [lr 0.002991] [CE 4.693 (4.489)] [KD 4.617 (4.441)] +2024-10-15 05:02:40,373 - Train: 3.51% [43900/1251000] [35.1/1000.0] [batch_t 0.429 (0.443)] [data_t 0.015] [optim_t 0.414] [lr 0.002991] [CE 4.155 (4.494)] [KD 4.168 (4.394)] +2024-10-15 05:03:02,356 - Train: 3.51% [43950/1251000] [35.1/1000.0] [batch_t 0.391 (0.440)] [data_t 0.015] [optim_t 0.376] [lr 0.002991] [CE 4.012 (4.513)] [KD 4.561 (4.510)] +2024-10-15 05:03:23,108 - Train: 3.52% [44000/1251000] [35.2/1000.0] [batch_t 0.405 (0.415)] [data_t 0.015] [optim_t 0.389] [lr 0.002991] [CE 4.390 (4.600)] [KD 4.339 (4.499)] +2024-10-15 05:03:43,130 - Train: 3.52% [44050/1251000] [35.2/1000.0] [batch_t 0.383 (0.400)] [data_t 0.015] [optim_t 0.367] [lr 0.002991] [CE 4.163 (4.564)] [KD 4.177 (4.430)] +2024-10-15 05:04:03,935 - Train: 3.53% [44100/1251000] [35.3/1000.0] [batch_t 0.471 (0.416)] [data_t 0.015] [optim_t 0.456] [lr 0.002991] [CE 4.573 (4.484)] [KD 4.497 (4.441)] +2024-10-15 05:04:25,579 - Train: 3.53% [44150/1251000] [35.3/1000.0] [batch_t 0.479 (0.433)] [data_t 0.015] [optim_t 0.463] [lr 0.002991] [CE 3.995 (4.523)] [KD 4.220 (4.479)] +2024-10-15 05:04:46,943 - Train: 3.53% [44200/1251000] [35.3/1000.0] [batch_t 0.362 (0.427)] [data_t 0.015] [optim_t 0.347] [lr 0.002991] [CE 4.672 (4.573)] [KD 4.635 (4.492)] +2024-10-15 05:05:08,741 - Train: 3.54% [44250/1251000] [35.4/1000.0] [batch_t 0.466 (0.436)] [data_t 0.015] [optim_t 0.450] [lr 0.002991] [CE 4.073 (4.439)] [KD 4.478 (4.428)] +2024-10-15 05:05:29,777 - Train: 3.54% [44300/1251000] [35.4/1000.0] [batch_t 0.454 (0.421)] [data_t 0.016] [optim_t 0.438] [lr 0.002991] [CE 4.775 (4.538)] [KD 4.338 (4.464)] +2024-10-15 05:05:50,949 - Train: 3.55% [44350/1251000] [35.5/1000.0] [batch_t 0.421 (0.423)] [data_t 0.015] [optim_t 0.406] [lr 0.002991] [CE 4.531 (4.464)] [KD 4.269 (4.499)] +2024-10-15 05:06:11,864 - Train: 3.55% [44400/1251000] [35.5/1000.0] [batch_t 0.445 (0.418)] [data_t 0.015] [optim_t 0.429] [lr 0.002991] [CE 4.165 (4.466)] [KD 4.341 (4.502)] +2024-10-15 05:06:32,627 - Train: 3.55% [44450/1251000] [35.5/1000.0] [batch_t 0.371 (0.415)] [data_t 0.015] [optim_t 0.355] [lr 0.002991] [CE 3.679 (4.475)] [KD 4.188 (4.397)] +2024-10-15 05:06:53,564 - Train: 3.56% [44500/1251000] [35.6/1000.0] [batch_t 0.420 (0.419)] [data_t 0.015] [optim_t 0.405] [lr 0.002991] [CE 4.681 (4.481)] [KD 4.541 (4.445)] +2024-10-15 05:07:14,702 - Train: 3.56% [44550/1251000] [35.6/1000.0] [batch_t 0.362 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.002991] [CE 4.528 (4.452)] [KD 4.319 (4.396)] +2024-10-15 05:07:35,326 - Train: 3.57% [44600/1251000] [35.7/1000.0] [batch_t 0.482 (0.412)] [data_t 0.015] [optim_t 0.466] [lr 0.002991] [CE 4.684 (4.435)] [KD 4.611 (4.390)] +2024-10-15 05:07:57,302 - Train: 3.57% [44650/1251000] [35.7/1000.0] [batch_t 0.418 (0.439)] [data_t 0.015] [optim_t 0.402] [lr 0.002991] [CE 4.449 (4.544)] [KD 4.505 (4.527)] +2024-10-15 05:08:18,243 - Train: 3.57% [44700/1251000] [35.7/1000.0] [batch_t 0.371 (0.419)] [data_t 0.015] [optim_t 0.356] [lr 0.002991] [CE 4.298 (4.475)] [KD 4.425 (4.523)] +2024-10-15 05:08:39,141 - Train: 3.58% [44750/1251000] [35.8/1000.0] [batch_t 0.424 (0.418)] [data_t 0.015] [optim_t 0.408] [lr 0.002991] [CE 4.307 (4.519)] [KD 3.929 (4.459)] +2024-10-15 05:08:59,827 - Train: 3.58% [44800/1251000] [35.8/1000.0] [batch_t 0.367 (0.414)] [data_t 0.015] [optim_t 0.352] [lr 0.002991] [CE 4.484 (4.496)] [KD 4.305 (4.389)] +2024-10-15 05:09:21,372 - Train: 3.59% [44850/1251000] [35.9/1000.0] [batch_t 0.456 (0.431)] [data_t 0.016] [optim_t 0.440] [lr 0.002991] [CE 4.885 (4.509)] [KD 4.824 (4.468)] +2024-10-15 05:09:42,222 - Train: 3.59% [44900/1251000] [35.9/1000.0] [batch_t 0.381 (0.417)] [data_t 0.015] [optim_t 0.366] [lr 0.002991] [CE 4.965 (4.502)] [KD 4.902 (4.463)] +2024-10-15 05:10:03,151 - Train: 3.59% [44950/1251000] [35.9/1000.0] [batch_t 0.399 (0.418)] [data_t 0.015] [optim_t 0.383] [lr 0.002991] [CE 4.691 (4.486)] [KD 4.661 (4.475)] +2024-10-15 05:10:24,230 - Train: 3.60% [45000/1251000] [36.0/1000.0] [batch_t 0.363 (0.421)] [data_t 0.015] [optim_t 0.348] [lr 0.002991] [CE 4.678 (4.437)] [KD 4.684 (4.516)] +2024-10-15 05:10:38,716 - ==> Total time: 5:28:47 Eta: 6 days, 2:44:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 05:10:49,940 - Train: 3.60% [45050/1251000] [36.0/1000.0] [batch_t 0.365 (0.707)] [data_t 0.015] [optim_t 0.350] [lr 0.002991] [CE 4.485 (4.495)] [KD 4.302 (4.411)] +2024-10-15 05:11:10,209 - Train: 3.61% [45100/1251000] [36.1/1000.0] [batch_t 0.422 (0.405)] [data_t 0.080] [optim_t 0.342] [lr 0.002990] [CE 4.555 (4.502)] [KD 4.550 (4.452)] +2024-10-15 05:11:31,368 - Train: 3.61% [45150/1251000] [36.1/1000.0] [batch_t 0.364 (0.423)] [data_t 0.015] [optim_t 0.349] [lr 0.002990] [CE 4.086 (4.468)] [KD 4.038 (4.373)] +2024-10-15 05:11:52,046 - Train: 3.61% [45200/1251000] [36.1/1000.0] [batch_t 0.413 (0.413)] [data_t 0.070] [optim_t 0.344] [lr 0.002990] [CE 4.206 (4.465)] [KD 4.390 (4.407)] +2024-10-15 05:12:12,874 - Train: 3.62% [45250/1251000] [36.2/1000.0] [batch_t 0.367 (0.416)] [data_t 0.015] [optim_t 0.351] [lr 0.002990] [CE 4.157 (4.487)] [KD 4.628 (4.473)] +2024-10-15 05:12:34,760 - Train: 3.62% [45300/1251000] [36.2/1000.0] [batch_t 0.603 (0.438)] [data_t 0.015] [optim_t 0.587] [lr 0.002990] [CE 4.654 (4.446)] [KD 4.266 (4.390)] +2024-10-15 05:12:56,405 - Train: 3.63% [45350/1251000] [36.3/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.347] [lr 0.002990] [CE 4.118 (4.499)] [KD 4.348 (4.455)] +2024-10-15 05:13:17,597 - Train: 3.63% [45400/1251000] [36.3/1000.0] [batch_t 0.451 (0.424)] [data_t 0.015] [optim_t 0.435] [lr 0.002990] [CE 4.047 (4.501)] [KD 4.433 (4.514)] +2024-10-15 05:13:38,751 - Train: 3.63% [45450/1251000] [36.3/1000.0] [batch_t 0.439 (0.423)] [data_t 0.015] [optim_t 0.423] [lr 0.002990] [CE 4.875 (4.499)] [KD 4.575 (4.443)] +2024-10-15 05:14:00,070 - Train: 3.64% [45500/1251000] [36.4/1000.0] [batch_t 0.441 (0.426)] [data_t 0.015] [optim_t 0.425] [lr 0.002990] [CE 4.140 (4.446)] [KD 4.195 (4.364)] +2024-10-15 05:14:21,522 - Train: 3.64% [45550/1251000] [36.4/1000.0] [batch_t 0.515 (0.429)] [data_t 0.015] [optim_t 0.500] [lr 0.002990] [CE 4.271 (4.489)] [KD 4.584 (4.418)] +2024-10-15 05:14:43,332 - Train: 3.65% [45600/1251000] [36.5/1000.0] [batch_t 0.421 (0.436)] [data_t 0.015] [optim_t 0.406] [lr 0.002990] [CE 4.158 (4.548)] [KD 4.605 (4.491)] +2024-10-15 05:15:04,141 - Train: 3.65% [45650/1251000] [36.5/1000.0] [batch_t 0.437 (0.416)] [data_t 0.015] [optim_t 0.421] [lr 0.002990] [CE 4.498 (4.513)] [KD 4.265 (4.392)] +2024-10-15 05:15:24,866 - Train: 3.65% [45700/1251000] [36.5/1000.0] [batch_t 0.422 (0.414)] [data_t 0.015] [optim_t 0.406] [lr 0.002990] [CE 4.191 (4.425)] [KD 4.263 (4.343)] +2024-10-15 05:15:45,730 - Train: 3.66% [45750/1251000] [36.6/1000.0] [batch_t 0.403 (0.417)] [data_t 0.016] [optim_t 0.387] [lr 0.002990] [CE 4.304 (4.494)] [KD 4.281 (4.455)] +2024-10-15 05:16:06,648 - Train: 3.66% [45800/1251000] [36.6/1000.0] [batch_t 0.415 (0.418)] [data_t 0.015] [optim_t 0.400] [lr 0.002990] [CE 4.799 (4.510)] [KD 4.651 (4.362)] +2024-10-15 05:16:27,713 - Train: 3.67% [45850/1251000] [36.7/1000.0] [batch_t 0.373 (0.421)] [data_t 0.015] [optim_t 0.357] [lr 0.002990] [CE 3.966 (4.512)] [KD 4.519 (4.448)] +2024-10-15 05:16:49,187 - Train: 3.67% [45900/1251000] [36.7/1000.0] [batch_t 0.447 (0.429)] [data_t 0.015] [optim_t 0.432] [lr 0.002990] [CE 3.905 (4.466)] [KD 4.151 (4.441)] +2024-10-15 05:17:10,320 - Train: 3.67% [45950/1251000] [36.7/1000.0] [batch_t 0.406 (0.423)] [data_t 0.015] [optim_t 0.390] [lr 0.002990] [CE 3.948 (4.468)] [KD 4.063 (4.312)] +2024-10-15 05:17:31,369 - Train: 3.68% [46000/1251000] [36.8/1000.0] [batch_t 0.469 (0.421)] [data_t 0.015] [optim_t 0.453] [lr 0.002990] [CE 4.984 (4.461)] [KD 4.617 (4.368)] +2024-10-15 05:17:52,455 - Train: 3.68% [46050/1251000] [36.8/1000.0] [batch_t 0.378 (0.422)] [data_t 0.015] [optim_t 0.362] [lr 0.002990] [CE 4.436 (4.476)] [KD 4.389 (4.400)] +2024-10-15 05:18:13,989 - Train: 3.69% [46100/1251000] [36.9/1000.0] [batch_t 0.440 (0.431)] [data_t 0.015] [optim_t 0.424] [lr 0.002990] [CE 4.376 (4.561)] [KD 4.330 (4.518)] +2024-10-15 05:18:35,665 - Train: 3.69% [46150/1251000] [36.9/1000.0] [batch_t 0.439 (0.433)] [data_t 0.015] [optim_t 0.424] [lr 0.002990] [CE 4.571 (4.495)] [KD 4.523 (4.468)] +2024-10-15 05:18:57,390 - Train: 3.69% [46200/1251000] [36.9/1000.0] [batch_t 0.401 (0.434)] [data_t 0.015] [optim_t 0.385] [lr 0.002990] [CE 4.087 (4.489)] [KD 4.157 (4.413)] +2024-10-15 05:19:17,989 - Train: 3.70% [46250/1251000] [37.0/1000.0] [batch_t 0.427 (0.412)] [data_t 0.015] [optim_t 0.411] [lr 0.002990] [CE 4.428 (4.467)] [KD 4.494 (4.488)] +2024-10-15 05:19:32,940 - ==> Total time: 5:37:41 Eta: 6 days, 2:29:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 05:19:44,492 - Train: 3.70% [46300/1251000] [37.0/1000.0] [batch_t 0.364 (0.784)] [data_t 0.015] [optim_t 0.349] [lr 0.002990] [CE 3.888 (4.444)] [KD 4.257 (4.309)] +2024-10-15 05:20:03,529 - Train: 3.71% [46350/1251000] [37.1/1000.0] [batch_t 0.398 (0.381)] [data_t 0.055] [optim_t 0.343] [lr 0.002990] [CE 4.695 (4.480)] [KD 4.502 (4.382)] +2024-10-15 05:20:24,878 - Train: 3.71% [46400/1251000] [37.1/1000.0] [batch_t 0.474 (0.427)] [data_t 0.132] [optim_t 0.342] [lr 0.002990] [CE 4.535 (4.463)] [KD 4.486 (4.363)] +2024-10-15 05:20:46,226 - Train: 3.71% [46450/1251000] [37.1/1000.0] [batch_t 0.376 (0.427)] [data_t 0.035] [optim_t 0.341] [lr 0.002990] [CE 4.595 (4.487)] [KD 4.328 (4.378)] +2024-10-15 05:21:07,375 - Train: 3.72% [46500/1251000] [37.2/1000.0] [batch_t 0.406 (0.423)] [data_t 0.060] [optim_t 0.346] [lr 0.002990] [CE 4.137 (4.434)] [KD 4.464 (4.296)] +2024-10-15 05:21:28,351 - Train: 3.72% [46550/1251000] [37.2/1000.0] [batch_t 0.432 (0.419)] [data_t 0.090] [optim_t 0.342] [lr 0.002990] [CE 4.004 (4.449)] [KD 4.394 (4.374)] +2024-10-15 05:21:49,191 - Train: 3.73% [46600/1251000] [37.3/1000.0] [batch_t 0.475 (0.417)] [data_t 0.133] [optim_t 0.342] [lr 0.002990] [CE 4.321 (4.506)] [KD 4.207 (4.315)] +2024-10-15 05:22:10,186 - Train: 3.73% [46650/1251000] [37.3/1000.0] [batch_t 0.464 (0.420)] [data_t 0.120] [optim_t 0.344] [lr 0.002990] [CE 4.768 (4.504)] [KD 4.151 (4.378)] +2024-10-15 05:22:31,517 - Train: 3.73% [46700/1251000] [37.3/1000.0] [batch_t 0.400 (0.427)] [data_t 0.016] [optim_t 0.384] [lr 0.002990] [CE 4.404 (4.506)] [KD 4.292 (4.385)] +2024-10-15 05:22:52,820 - Train: 3.74% [46750/1251000] [37.4/1000.0] [batch_t 0.408 (0.426)] [data_t 0.015] [optim_t 0.392] [lr 0.002990] [CE 4.539 (4.477)] [KD 4.356 (4.417)] +2024-10-15 05:23:14,543 - Train: 3.74% [46800/1251000] [37.4/1000.0] [batch_t 0.451 (0.434)] [data_t 0.015] [optim_t 0.436] [lr 0.002990] [CE 4.973 (4.504)] [KD 4.726 (4.496)] +2024-10-15 05:23:36,208 - Train: 3.75% [46850/1251000] [37.5/1000.0] [batch_t 0.441 (0.433)] [data_t 0.015] [optim_t 0.425] [lr 0.002990] [CE 4.284 (4.527)] [KD 4.293 (4.440)] +2024-10-15 05:23:57,674 - Train: 3.75% [46900/1251000] [37.5/1000.0] [batch_t 0.423 (0.429)] [data_t 0.015] [optim_t 0.407] [lr 0.002990] [CE 5.090 (4.467)] [KD 4.466 (4.383)] +2024-10-15 05:24:19,296 - Train: 3.75% [46950/1251000] [37.5/1000.0] [batch_t 0.486 (0.432)] [data_t 0.016] [optim_t 0.471] [lr 0.002990] [CE 4.025 (4.447)] [KD 4.450 (4.391)] +2024-10-15 05:24:40,994 - Train: 3.76% [47000/1251000] [37.6/1000.0] [batch_t 0.387 (0.434)] [data_t 0.015] [optim_t 0.371] [lr 0.002990] [CE 4.976 (4.470)] [KD 4.779 (4.426)] +2024-10-15 05:25:02,311 - Train: 3.76% [47050/1251000] [37.6/1000.0] [batch_t 0.427 (0.426)] [data_t 0.015] [optim_t 0.412] [lr 0.002990] [CE 4.107 (4.544)] [KD 4.443 (4.431)] +2024-10-15 05:25:23,308 - Train: 3.76% [47100/1251000] [37.6/1000.0] [batch_t 0.511 (0.420)] [data_t 0.015] [optim_t 0.496] [lr 0.002990] [CE 4.824 (4.431)] [KD 4.458 (4.412)] +2024-10-15 05:25:44,659 - Train: 3.77% [47150/1251000] [37.7/1000.0] [batch_t 0.411 (0.427)] [data_t 0.015] [optim_t 0.395] [lr 0.002990] [CE 4.478 (4.494)] [KD 4.445 (4.364)] +2024-10-15 05:26:06,198 - Train: 3.77% [47200/1251000] [37.7/1000.0] [batch_t 0.409 (0.431)] [data_t 0.015] [optim_t 0.394] [lr 0.002990] [CE 4.112 (4.392)] [KD 4.260 (4.359)] +2024-10-15 05:26:27,490 - Train: 3.78% [47250/1251000] [37.8/1000.0] [batch_t 0.475 (0.426)] [data_t 0.015] [optim_t 0.459] [lr 0.002990] [CE 4.673 (4.456)] [KD 4.620 (4.427)] +2024-10-15 05:26:48,947 - Train: 3.78% [47300/1251000] [37.8/1000.0] [batch_t 0.437 (0.429)] [data_t 0.015] [optim_t 0.422] [lr 0.002990] [CE 4.529 (4.393)] [KD 4.463 (4.352)] +2024-10-15 05:27:10,653 - Train: 3.78% [47350/1251000] [37.8/1000.0] [batch_t 0.417 (0.434)] [data_t 0.015] [optim_t 0.401] [lr 0.002990] [CE 4.539 (4.583)] [KD 4.666 (4.451)] +2024-10-15 05:27:31,660 - Train: 3.79% [47400/1251000] [37.9/1000.0] [batch_t 0.427 (0.420)] [data_t 0.015] [optim_t 0.412] [lr 0.002989] [CE 4.631 (4.463)] [KD 4.380 (4.368)] +2024-10-15 05:27:52,895 - Train: 3.79% [47450/1251000] [37.9/1000.0] [batch_t 0.422 (0.425)] [data_t 0.015] [optim_t 0.406] [lr 0.002989] [CE 4.402 (4.459)] [KD 4.583 (4.355)] +2024-10-15 05:28:14,325 - Train: 3.80% [47500/1251000] [38.0/1000.0] [batch_t 0.486 (0.429)] [data_t 0.145] [optim_t 0.342] [lr 0.002989] [CE 4.624 (4.500)] [KD 4.167 (4.372)] +2024-10-15 05:28:30,093 - ==> Total time: 5:46:38 Eta: 6 days, 2:15:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 05:28:40,982 - Train: 3.80% [47550/1251000] [38.0/1000.0] [batch_t 0.361 (0.759)] [data_t 0.015] [optim_t 0.346] [lr 0.002989] [CE 4.700 (4.423)] [KD 4.394 (4.283)] +2024-10-15 05:29:01,914 - Train: 3.80% [47600/1251000] [38.0/1000.0] [batch_t 0.470 (0.419)] [data_t 0.126] [optim_t 0.343] [lr 0.002989] [CE 3.833 (4.473)] [KD 4.383 (4.369)] +2024-10-15 05:29:23,481 - Train: 3.81% [47650/1251000] [38.1/1000.0] [batch_t 0.411 (0.431)] [data_t 0.071] [optim_t 0.340] [lr 0.002989] [CE 4.860 (4.495)] [KD 4.434 (4.388)] +2024-10-15 05:29:44,384 - Train: 3.81% [47700/1251000] [38.1/1000.0] [batch_t 0.404 (0.418)] [data_t 0.015] [optim_t 0.388] [lr 0.002989] [CE 4.222 (4.476)] [KD 4.192 (4.383)] +2024-10-15 05:30:04,753 - Train: 3.82% [47750/1251000] [38.2/1000.0] [batch_t 0.389 (0.407)] [data_t 0.015] [optim_t 0.373] [lr 0.002989] [CE 4.404 (4.517)] [KD 4.130 (4.390)] +2024-10-15 05:30:25,877 - Train: 3.82% [47800/1251000] [38.2/1000.0] [batch_t 0.448 (0.422)] [data_t 0.016] [optim_t 0.432] [lr 0.002989] [CE 4.207 (4.495)] [KD 4.224 (4.352)] +2024-10-15 05:30:47,119 - Train: 3.82% [47850/1251000] [38.2/1000.0] [batch_t 0.427 (0.425)] [data_t 0.016] [optim_t 0.411] [lr 0.002989] [CE 4.731 (4.429)] [KD 4.530 (4.361)] +2024-10-15 05:31:09,165 - Train: 3.83% [47900/1251000] [38.3/1000.0] [batch_t 0.424 (0.441)] [data_t 0.016] [optim_t 0.408] [lr 0.002989] [CE 4.135 (4.507)] [KD 4.322 (4.433)] +2024-10-15 05:31:31,431 - Train: 3.83% [47950/1251000] [38.3/1000.0] [batch_t 0.452 (0.445)] [data_t 0.015] [optim_t 0.436] [lr 0.002989] [CE 4.589 (4.458)] [KD 4.353 (4.300)] +2024-10-15 05:31:53,301 - Train: 3.84% [48000/1251000] [38.4/1000.0] [batch_t 0.457 (0.437)] [data_t 0.015] [optim_t 0.442] [lr 0.002989] [CE 4.448 (4.481)] [KD 4.185 (4.332)] +2024-10-15 05:32:15,380 - Train: 3.84% [48050/1251000] [38.4/1000.0] [batch_t 0.430 (0.441)] [data_t 0.016] [optim_t 0.415] [lr 0.002989] [CE 4.106 (4.468)] [KD 4.037 (4.360)] +2024-10-15 05:32:37,147 - Train: 3.84% [48100/1251000] [38.4/1000.0] [batch_t 0.501 (0.435)] [data_t 0.015] [optim_t 0.486] [lr 0.002989] [CE 4.467 (4.574)] [KD 4.153 (4.394)] +2024-10-15 05:32:57,913 - Train: 3.85% [48150/1251000] [38.5/1000.0] [batch_t 0.393 (0.415)] [data_t 0.015] [optim_t 0.378] [lr 0.002989] [CE 4.202 (4.466)] [KD 4.283 (4.338)] +2024-10-15 05:33:18,852 - Train: 3.85% [48200/1251000] [38.5/1000.0] [batch_t 0.540 (0.419)] [data_t 0.015] [optim_t 0.524] [lr 0.002989] [CE 4.397 (4.464)] [KD 4.297 (4.407)] +2024-10-15 05:33:39,877 - Train: 3.86% [48250/1251000] [38.6/1000.0] [batch_t 0.420 (0.420)] [data_t 0.015] [optim_t 0.405] [lr 0.002989] [CE 4.715 (4.442)] [KD 4.304 (4.353)] +2024-10-15 05:34:01,871 - Train: 3.86% [48300/1251000] [38.6/1000.0] [batch_t 0.399 (0.440)] [data_t 0.015] [optim_t 0.384] [lr 0.002989] [CE 4.514 (4.489)] [KD 4.486 (4.407)] +2024-10-15 05:34:22,813 - Train: 3.86% [48350/1251000] [38.6/1000.0] [batch_t 0.435 (0.419)] [data_t 0.016] [optim_t 0.420] [lr 0.002989] [CE 4.256 (4.420)] [KD 4.295 (4.391)] +2024-10-15 05:34:43,392 - Train: 3.87% [48400/1251000] [38.7/1000.0] [batch_t 0.447 (0.411)] [data_t 0.015] [optim_t 0.432] [lr 0.002989] [CE 4.297 (4.526)] [KD 4.287 (4.402)] +2024-10-15 05:35:04,448 - Train: 3.87% [48450/1251000] [38.7/1000.0] [batch_t 0.446 (0.421)] [data_t 0.015] [optim_t 0.431] [lr 0.002989] [CE 4.718 (4.579)] [KD 4.524 (4.394)] +2024-10-15 05:35:26,234 - Train: 3.88% [48500/1251000] [38.8/1000.0] [batch_t 0.445 (0.436)] [data_t 0.015] [optim_t 0.430] [lr 0.002989] [CE 4.491 (4.499)] [KD 4.293 (4.325)] +2024-10-15 05:35:48,234 - Train: 3.88% [48550/1251000] [38.8/1000.0] [batch_t 0.504 (0.440)] [data_t 0.015] [optim_t 0.488] [lr 0.002989] [CE 4.215 (4.515)] [KD 4.292 (4.392)] +2024-10-15 05:36:10,408 - Train: 3.88% [48600/1251000] [38.8/1000.0] [batch_t 0.363 (0.443)] [data_t 0.015] [optim_t 0.347] [lr 0.002989] [CE 5.194 (4.496)] [KD 4.678 (4.429)] +2024-10-15 05:36:31,958 - Train: 3.89% [48650/1251000] [38.9/1000.0] [batch_t 0.426 (0.431)] [data_t 0.015] [optim_t 0.410] [lr 0.002989] [CE 4.147 (4.522)] [KD 4.491 (4.511)] +2024-10-15 05:36:53,338 - Train: 3.89% [48700/1251000] [38.9/1000.0] [batch_t 0.363 (0.428)] [data_t 0.016] [optim_t 0.348] [lr 0.002989] [CE 4.157 (4.487)] [KD 4.125 (4.348)] +2024-10-15 05:37:15,148 - Train: 3.90% [48750/1251000] [39.0/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.345] [lr 0.002989] [CE 4.439 (4.472)] [KD 4.126 (4.398)] +2024-10-15 05:37:31,113 - ==> Total time: 5:55:39 Eta: 6 days, 2:03:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 05:37:41,510 - Train: 3.90% [48800/1251000] [39.0/1000.0] [batch_t 0.364 (0.790)] [data_t 0.015] [optim_t 0.348] [lr 0.002989] [CE 4.701 (4.591)] [KD 4.849 (4.457)] +2024-10-15 05:38:03,525 - Train: 3.90% [48850/1251000] [39.0/1000.0] [batch_t 0.511 (0.440)] [data_t 0.015] [optim_t 0.495] [lr 0.002989] [CE 4.326 (4.422)] [KD 4.148 (4.354)] +2024-10-15 05:38:25,452 - Train: 3.91% [48900/1251000] [39.1/1000.0] [batch_t 0.364 (0.438)] [data_t 0.015] [optim_t 0.349] [lr 0.002989] [CE 4.458 (4.489)] [KD 4.181 (4.295)] +2024-10-15 05:38:47,902 - Train: 3.91% [48950/1251000] [39.1/1000.0] [batch_t 0.413 (0.449)] [data_t 0.015] [optim_t 0.398] [lr 0.002989] [CE 4.475 (4.491)] [KD 4.540 (4.290)] +2024-10-15 05:39:09,930 - Train: 3.92% [49000/1251000] [39.2/1000.0] [batch_t 0.457 (0.440)] [data_t 0.015] [optim_t 0.442] [lr 0.002989] [CE 4.514 (4.438)] [KD 4.161 (4.333)] +2024-10-15 05:39:30,786 - Train: 3.92% [49050/1251000] [39.2/1000.0] [batch_t 0.441 (0.417)] [data_t 0.015] [optim_t 0.426] [lr 0.002989] [CE 4.609 (4.405)] [KD 4.470 (4.287)] +2024-10-15 05:39:52,029 - Train: 3.92% [49100/1251000] [39.2/1000.0] [batch_t 0.419 (0.425)] [data_t 0.015] [optim_t 0.403] [lr 0.002989] [CE 4.458 (4.500)] [KD 4.275 (4.358)] +2024-10-15 05:40:13,992 - Train: 3.93% [49150/1251000] [39.3/1000.0] [batch_t 0.429 (0.439)] [data_t 0.015] [optim_t 0.413] [lr 0.002989] [CE 4.554 (4.451)] [KD 4.465 (4.330)] +2024-10-15 05:40:35,922 - Train: 3.93% [49200/1251000] [39.3/1000.0] [batch_t 0.409 (0.438)] [data_t 0.015] [optim_t 0.393] [lr 0.002989] [CE 4.386 (4.442)] [KD 4.438 (4.364)] +2024-10-15 05:40:57,082 - Train: 3.94% [49250/1251000] [39.4/1000.0] [batch_t 0.370 (0.423)] [data_t 0.015] [optim_t 0.354] [lr 0.002989] [CE 4.544 (4.500)] [KD 4.107 (4.419)] +2024-10-15 05:41:18,054 - Train: 3.94% [49300/1251000] [39.4/1000.0] [batch_t 0.408 (0.419)] [data_t 0.015] [optim_t 0.393] [lr 0.002989] [CE 4.440 (4.419)] [KD 4.404 (4.312)] +2024-10-15 05:41:38,362 - Train: 3.94% [49350/1251000] [39.4/1000.0] [batch_t 0.360 (0.406)] [data_t 0.015] [optim_t 0.344] [lr 0.002989] [CE 4.434 (4.474)] [KD 4.311 (4.340)] +2024-10-15 05:42:00,168 - Train: 3.95% [49400/1251000] [39.5/1000.0] [batch_t 0.484 (0.436)] [data_t 0.015] [optim_t 0.468] [lr 0.002989] [CE 4.631 (4.463)] [KD 4.603 (4.489)] +2024-10-15 05:42:21,373 - Train: 3.95% [49450/1251000] [39.5/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.002989] [CE 4.424 (4.440)] [KD 4.218 (4.404)] +2024-10-15 05:42:42,901 - Train: 3.96% [49500/1251000] [39.6/1000.0] [batch_t 0.392 (0.430)] [data_t 0.015] [optim_t 0.377] [lr 0.002989] [CE 4.354 (4.478)] [KD 4.448 (4.417)] +2024-10-15 05:43:04,383 - Train: 3.96% [49550/1251000] [39.6/1000.0] [batch_t 0.507 (0.430)] [data_t 0.015] [optim_t 0.492] [lr 0.002989] [CE 4.598 (4.468)] [KD 4.486 (4.339)] +2024-10-15 05:43:25,818 - Train: 3.96% [49600/1251000] [39.6/1000.0] [batch_t 0.439 (0.429)] [data_t 0.015] [optim_t 0.424] [lr 0.002988] [CE 4.715 (4.543)] [KD 4.778 (4.452)] +2024-10-15 05:43:46,877 - Train: 3.97% [49650/1251000] [39.7/1000.0] [batch_t 0.428 (0.421)] [data_t 0.015] [optim_t 0.413] [lr 0.002988] [CE 4.503 (4.445)] [KD 4.308 (4.354)] +2024-10-15 05:44:08,436 - Train: 3.97% [49700/1251000] [39.7/1000.0] [batch_t 0.363 (0.431)] [data_t 0.015] [optim_t 0.347] [lr 0.002988] [CE 4.462 (4.427)] [KD 4.408 (4.353)] +2024-10-15 05:44:29,073 - Train: 3.98% [49750/1251000] [39.8/1000.0] [batch_t 0.362 (0.413)] [data_t 0.015] [optim_t 0.346] [lr 0.002988] [CE 4.461 (4.480)] [KD 4.401 (4.347)] +2024-10-15 05:44:50,426 - Train: 3.98% [49800/1251000] [39.8/1000.0] [batch_t 0.411 (0.427)] [data_t 0.015] [optim_t 0.396] [lr 0.002988] [CE 4.940 (4.507)] [KD 4.859 (4.409)] +2024-10-15 05:45:11,408 - Train: 3.98% [49850/1251000] [39.8/1000.0] [batch_t 0.397 (0.420)] [data_t 0.015] [optim_t 0.381] [lr 0.002988] [CE 4.512 (4.499)] [KD 4.292 (4.409)] +2024-10-15 05:45:32,591 - Train: 3.99% [49900/1251000] [39.9/1000.0] [batch_t 0.394 (0.424)] [data_t 0.015] [optim_t 0.379] [lr 0.002988] [CE 4.816 (4.536)] [KD 4.387 (4.434)] +2024-10-15 05:45:53,684 - Train: 3.99% [49950/1251000] [39.9/1000.0] [batch_t 0.389 (0.422)] [data_t 0.015] [optim_t 0.374] [lr 0.002988] [CE 4.313 (4.523)] [KD 4.547 (4.321)] +2024-10-15 05:46:14,779 - Train: 4.00% [50000/1251000] [40.0/1000.0] [batch_t 0.452 (0.422)] [data_t 0.015] [optim_t 0.437] [lr 0.002988] [CE 5.175 (4.463)] [KD 4.445 (4.376)] +2024-10-15 05:46:52,565 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 35608] [top5_cnt 45288] [top_all 50000] +2024-10-15 05:46:52,566 - net: 71.216 (90.576) +2024-10-15 05:47:13,622 - Test (net_E): 100.00% [50/50] [batch_t 0.153 (0.415)] [top1_cnt 38177] [top5_cnt 46584] [top_all 50000] +2024-10-15 05:47:13,622 - net_E: 76.354 (93.168) +2024-10-15 05:47:13,770 - Max [top1: 71.354 (epoch: 35)] [top1-ema: 76.354 (epoch: 40)] +2024-10-15 05:47:13,771 - ==> Total time: 6:05:22 Eta: 6 days, 2:08:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 05:47:24,556 - Train: 4.00% [50050/1251000] [40.0/1000.0] [batch_t 0.363 (0.625)] [data_t 0.015] [optim_t 0.348] [lr 0.002988] [CE 3.927 (4.447)] [KD 4.171 (4.370)] +2024-10-15 05:47:44,585 - Train: 4.00% [50100/1251000] [40.0/1000.0] [batch_t 0.403 (0.400)] [data_t 0.058] [optim_t 0.345] [lr 0.002988] [CE 4.464 (4.334)] [KD 4.416 (4.227)] +2024-10-15 05:48:06,216 - Train: 4.01% [50150/1251000] [40.1/1000.0] [batch_t 0.439 (0.433)] [data_t 0.096] [optim_t 0.343] [lr 0.002988] [CE 4.999 (4.539)] [KD 4.649 (4.294)] +2024-10-15 05:48:26,873 - Train: 4.01% [50200/1251000] [40.1/1000.0] [batch_t 0.429 (0.413)] [data_t 0.088] [optim_t 0.341] [lr 0.002988] [CE 4.359 (4.381)] [KD 4.333 (4.194)] +2024-10-15 05:48:48,522 - Train: 4.02% [50250/1251000] [40.2/1000.0] [batch_t 0.410 (0.433)] [data_t 0.068] [optim_t 0.342] [lr 0.002988] [CE 4.353 (4.443)] [KD 4.202 (4.333)] +2024-10-15 05:49:11,033 - Train: 4.02% [50300/1251000] [40.2/1000.0] [batch_t 0.830 (0.450)] [data_t 0.488] [optim_t 0.341] [lr 0.002988] [CE 3.840 (4.470)] [KD 4.127 (4.368)] +2024-10-15 05:49:32,593 - Train: 4.02% [50350/1251000] [40.2/1000.0] [batch_t 0.485 (0.431)] [data_t 0.143] [optim_t 0.342] [lr 0.002988] [CE 4.565 (4.462)] [KD 4.173 (4.348)] +2024-10-15 05:49:54,568 - Train: 4.03% [50400/1251000] [40.3/1000.0] [batch_t 0.445 (0.439)] [data_t 0.106] [optim_t 0.340] [lr 0.002988] [CE 4.523 (4.437)] [KD 4.654 (4.254)] +2024-10-15 05:50:16,508 - Train: 4.03% [50450/1251000] [40.3/1000.0] [batch_t 0.403 (0.439)] [data_t 0.059] [optim_t 0.344] [lr 0.002988] [CE 4.351 (4.424)] [KD 4.559 (4.330)] +2024-10-15 05:50:38,756 - Train: 4.04% [50500/1251000] [40.4/1000.0] [batch_t 0.783 (0.445)] [data_t 0.443] [optim_t 0.340] [lr 0.002988] [CE 4.051 (4.555)] [KD 4.046 (4.473)] +2024-10-15 05:51:00,268 - Train: 4.04% [50550/1251000] [40.4/1000.0] [batch_t 0.490 (0.430)] [data_t 0.151] [optim_t 0.339] [lr 0.002988] [CE 4.585 (4.439)] [KD 4.551 (4.327)] +2024-10-15 05:51:22,292 - Train: 4.04% [50600/1251000] [40.4/1000.0] [batch_t 0.430 (0.440)] [data_t 0.089] [optim_t 0.341] [lr 0.002988] [CE 4.704 (4.501)] [KD 4.171 (4.340)] +2024-10-15 05:51:43,639 - Train: 4.05% [50650/1251000] [40.5/1000.0] [batch_t 0.466 (0.427)] [data_t 0.125] [optim_t 0.341] [lr 0.002988] [CE 4.605 (4.508)] [KD 4.387 (4.315)] +2024-10-15 05:52:05,724 - Train: 4.05% [50700/1251000] [40.5/1000.0] [batch_t 0.475 (0.442)] [data_t 0.133] [optim_t 0.341] [lr 0.002988] [CE 4.310 (4.551)] [KD 4.378 (4.383)] +2024-10-15 05:52:27,624 - Train: 4.06% [50750/1251000] [40.6/1000.0] [batch_t 0.467 (0.438)] [data_t 0.124] [optim_t 0.343] [lr 0.002988] [CE 4.602 (4.446)] [KD 4.582 (4.353)] +2024-10-15 05:52:49,591 - Train: 4.06% [50800/1251000] [40.6/1000.0] [batch_t 0.361 (0.439)] [data_t 0.023] [optim_t 0.338] [lr 0.002988] [CE 4.443 (4.525)] [KD 4.404 (4.370)] +2024-10-15 05:53:11,010 - Train: 4.06% [50850/1251000] [40.6/1000.0] [batch_t 0.416 (0.428)] [data_t 0.072] [optim_t 0.344] [lr 0.002988] [CE 4.892 (4.495)] [KD 4.406 (4.342)] +2024-10-15 05:53:32,051 - Train: 4.07% [50900/1251000] [40.7/1000.0] [batch_t 0.360 (0.421)] [data_t 0.017] [optim_t 0.343] [lr 0.002988] [CE 4.498 (4.452)] [KD 4.408 (4.375)] +2024-10-15 05:53:53,485 - Train: 4.07% [50950/1251000] [40.7/1000.0] [batch_t 0.532 (0.429)] [data_t 0.191] [optim_t 0.341] [lr 0.002988] [CE 4.361 (4.482)] [KD 4.516 (4.336)] +2024-10-15 05:54:15,484 - Train: 4.08% [51000/1251000] [40.8/1000.0] [batch_t 0.450 (0.440)] [data_t 0.109] [optim_t 0.340] [lr 0.002988] [CE 4.578 (4.437)] [KD 4.382 (4.287)] +2024-10-15 05:54:37,348 - Train: 4.08% [51050/1251000] [40.8/1000.0] [batch_t 0.419 (0.437)] [data_t 0.076] [optim_t 0.343] [lr 0.002988] [CE 4.443 (4.449)] [KD 4.081 (4.282)] +2024-10-15 05:54:59,131 - Train: 4.08% [51100/1251000] [40.8/1000.0] [batch_t 0.425 (0.436)] [data_t 0.083] [optim_t 0.342] [lr 0.002988] [CE 4.455 (4.410)] [KD 4.386 (4.305)] +2024-10-15 05:55:20,849 - Train: 4.09% [51150/1251000] [40.9/1000.0] [batch_t 0.490 (0.434)] [data_t 0.148] [optim_t 0.342] [lr 0.002988] [CE 5.117 (4.552)] [KD 4.640 (4.377)] +2024-10-15 05:55:42,566 - Train: 4.09% [51200/1251000] [40.9/1000.0] [batch_t 0.447 (0.434)] [data_t 0.107] [optim_t 0.340] [lr 0.002988] [CE 4.683 (4.462)] [KD 4.606 (4.345)] +2024-10-15 05:56:04,586 - Train: 4.10% [51250/1251000] [41.0/1000.0] [batch_t 0.359 (0.440)] [data_t 0.016] [optim_t 0.343] [lr 0.002988] [CE 4.540 (4.427)] [KD 4.220 (4.348)] +2024-10-15 05:56:20,723 - ==> Total time: 6:14:29 Eta: 6 days, 1:59:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 05:56:30,416 - Train: 4.10% [51300/1251000] [41.0/1000.0] [batch_t 0.361 (0.878)] [data_t 0.015] [optim_t 0.345] [lr 0.002988] [CE 4.655 (4.442)] [KD 4.351 (4.200)] +2024-10-15 05:56:50,731 - Train: 4.10% [51350/1251000] [41.0/1000.0] [batch_t 0.480 (0.406)] [data_t 0.015] [optim_t 0.464] [lr 0.002988] [CE 4.334 (4.447)] [KD 4.268 (4.257)] +2024-10-15 05:57:12,921 - Train: 4.11% [51400/1251000] [41.1/1000.0] [batch_t 0.429 (0.444)] [data_t 0.015] [optim_t 0.414] [lr 0.002988] [CE 4.973 (4.459)] [KD 4.587 (4.281)] +2024-10-15 05:57:35,063 - Train: 4.11% [51450/1251000] [41.1/1000.0] [batch_t 0.492 (0.443)] [data_t 0.015] [optim_t 0.477] [lr 0.002988] [CE 4.465 (4.446)] [KD 4.181 (4.383)] +2024-10-15 05:57:56,361 - Train: 4.12% [51500/1251000] [41.2/1000.0] [batch_t 0.436 (0.426)] [data_t 0.015] [optim_t 0.420] [lr 0.002988] [CE 4.276 (4.459)] [KD 4.040 (4.332)] +2024-10-15 05:58:17,784 - Train: 4.12% [51550/1251000] [41.2/1000.0] [batch_t 0.440 (0.428)] [data_t 0.015] [optim_t 0.425] [lr 0.002988] [CE 4.329 (4.455)] [KD 4.187 (4.262)] +2024-10-15 05:58:38,966 - Train: 4.12% [51600/1251000] [41.2/1000.0] [batch_t 0.491 (0.424)] [data_t 0.015] [optim_t 0.475] [lr 0.002988] [CE 4.816 (4.499)] [KD 4.488 (4.316)] +2024-10-15 05:58:59,629 - Train: 4.13% [51650/1251000] [41.3/1000.0] [batch_t 0.516 (0.413)] [data_t 0.016] [optim_t 0.500] [lr 0.002988] [CE 4.411 (4.437)] [KD 4.135 (4.318)] +2024-10-15 05:59:21,433 - Train: 4.13% [51700/1251000] [41.3/1000.0] [batch_t 0.461 (0.436)] [data_t 0.117] [optim_t 0.344] [lr 0.002988] [CE 4.301 (4.481)] [KD 4.156 (4.264)] +2024-10-15 05:59:43,442 - Train: 4.14% [51750/1251000] [41.4/1000.0] [batch_t 0.428 (0.440)] [data_t 0.085] [optim_t 0.343] [lr 0.002987] [CE 5.187 (4.428)] [KD 4.913 (4.309)] +2024-10-15 06:00:04,823 - Train: 4.14% [51800/1251000] [41.4/1000.0] [batch_t 0.425 (0.428)] [data_t 0.084] [optim_t 0.341] [lr 0.002987] [CE 4.875 (4.443)] [KD 4.504 (4.273)] +2024-10-15 06:00:26,693 - Train: 4.14% [51850/1251000] [41.4/1000.0] [batch_t 0.436 (0.437)] [data_t 0.093] [optim_t 0.342] [lr 0.002987] [CE 4.638 (4.471)] [KD 4.416 (4.326)] +2024-10-15 06:00:48,163 - Train: 4.15% [51900/1251000] [41.5/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.347] [lr 0.002987] [CE 4.482 (4.498)] [KD 4.189 (4.351)] +2024-10-15 06:01:09,172 - Train: 4.15% [51950/1251000] [41.5/1000.0] [batch_t 0.448 (0.420)] [data_t 0.101] [optim_t 0.347] [lr 0.002987] [CE 4.387 (4.420)] [KD 4.341 (4.362)] +2024-10-15 06:01:30,374 - Train: 4.16% [52000/1251000] [41.6/1000.0] [batch_t 0.453 (0.424)] [data_t 0.089] [optim_t 0.364] [lr 0.002987] [CE 4.641 (4.498)] [KD 4.298 (4.400)] +2024-10-15 06:01:51,785 - Train: 4.16% [52050/1251000] [41.6/1000.0] [batch_t 0.361 (0.428)] [data_t 0.016] [optim_t 0.346] [lr 0.002987] [CE 4.087 (4.491)] [KD 4.450 (4.335)] +2024-10-15 06:02:11,961 - Train: 4.16% [52100/1251000] [41.6/1000.0] [batch_t 0.394 (0.403)] [data_t 0.050] [optim_t 0.343] [lr 0.002987] [CE 4.819 (4.483)] [KD 4.260 (4.306)] +2024-10-15 06:02:33,451 - Train: 4.17% [52150/1251000] [41.7/1000.0] [batch_t 0.430 (0.430)] [data_t 0.075] [optim_t 0.355] [lr 0.002987] [CE 4.617 (4.472)] [KD 4.278 (4.326)] +2024-10-15 06:02:55,604 - Train: 4.17% [52200/1251000] [41.7/1000.0] [batch_t 0.420 (0.443)] [data_t 0.015] [optim_t 0.404] [lr 0.002987] [CE 5.024 (4.581)] [KD 4.516 (4.222)] +2024-10-15 06:03:16,686 - Train: 4.18% [52250/1251000] [41.8/1000.0] [batch_t 0.363 (0.422)] [data_t 0.016] [optim_t 0.348] [lr 0.002987] [CE 4.761 (4.480)] [KD 4.529 (4.292)] +2024-10-15 06:03:38,729 - Train: 4.18% [52300/1251000] [41.8/1000.0] [batch_t 0.481 (0.441)] [data_t 0.015] [optim_t 0.466] [lr 0.002987] [CE 4.556 (4.527)] [KD 3.995 (4.396)] +2024-10-15 06:04:00,869 - Train: 4.18% [52350/1251000] [41.8/1000.0] [batch_t 0.448 (0.443)] [data_t 0.015] [optim_t 0.432] [lr 0.002987] [CE 4.400 (4.519)] [KD 4.372 (4.337)] +2024-10-15 06:04:23,129 - Train: 4.19% [52400/1251000] [41.9/1000.0] [batch_t 0.362 (0.445)] [data_t 0.015] [optim_t 0.346] [lr 0.002987] [CE 4.745 (4.490)] [KD 4.335 (4.363)] +2024-10-15 06:04:45,093 - Train: 4.19% [52450/1251000] [41.9/1000.0] [batch_t 0.409 (0.439)] [data_t 0.015] [optim_t 0.394] [lr 0.002987] [CE 4.945 (4.529)] [KD 4.791 (4.372)] +2024-10-15 06:05:06,545 - Train: 4.20% [52500/1251000] [42.0/1000.0] [batch_t 0.379 (0.429)] [data_t 0.015] [optim_t 0.364] [lr 0.002987] [CE 4.355 (4.463)] [KD 4.051 (4.342)] +2024-10-15 06:05:23,463 - ==> Total time: 6:23:32 Eta: 6 days, 1:48:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 06:05:33,780 - Train: 4.20% [52550/1251000] [42.0/1000.0] [batch_t 0.362 (1.112)] [data_t 0.015] [optim_t 0.347] [lr 0.002987] [CE 4.572 (4.593)] [KD 4.205 (4.274)] +2024-10-15 06:05:54,072 - Train: 4.20% [52600/1251000] [42.0/1000.0] [batch_t 0.458 (0.406)] [data_t 0.015] [optim_t 0.443] [lr 0.002987] [CE 4.680 (4.455)] [KD 4.333 (4.225)] +2024-10-15 06:06:16,112 - Train: 4.21% [52650/1251000] [42.1/1000.0] [batch_t 0.362 (0.441)] [data_t 0.015] [optim_t 0.346] [lr 0.002987] [CE 4.378 (4.567)] [KD 4.343 (4.373)] +2024-10-15 06:06:37,915 - Train: 4.21% [52700/1251000] [42.1/1000.0] [batch_t 0.386 (0.436)] [data_t 0.015] [optim_t 0.370] [lr 0.002987] [CE 4.251 (4.434)] [KD 3.949 (4.312)] +2024-10-15 06:06:59,650 - Train: 4.22% [52750/1251000] [42.2/1000.0] [batch_t 0.407 (0.435)] [data_t 0.015] [optim_t 0.392] [lr 0.002987] [CE 4.355 (4.510)] [KD 4.452 (4.237)] +2024-10-15 06:07:21,368 - Train: 4.22% [52800/1251000] [42.2/1000.0] [batch_t 0.398 (0.434)] [data_t 0.015] [optim_t 0.382] [lr 0.002987] [CE 4.592 (4.466)] [KD 4.236 (4.184)] +2024-10-15 06:07:43,094 - Train: 4.22% [52850/1251000] [42.2/1000.0] [batch_t 0.362 (0.434)] [data_t 0.015] [optim_t 0.347] [lr 0.002987] [CE 4.639 (4.439)] [KD 4.048 (4.195)] +2024-10-15 06:08:04,655 - Train: 4.23% [52900/1251000] [42.3/1000.0] [batch_t 0.410 (0.431)] [data_t 0.015] [optim_t 0.395] [lr 0.002987] [CE 4.022 (4.419)] [KD 3.908 (4.180)] +2024-10-15 06:08:26,273 - Train: 4.23% [52950/1251000] [42.3/1000.0] [batch_t 0.414 (0.432)] [data_t 0.015] [optim_t 0.399] [lr 0.002987] [CE 4.050 (4.479)] [KD 4.279 (4.302)] +2024-10-15 06:08:47,756 - Train: 4.24% [53000/1251000] [42.4/1000.0] [batch_t 0.374 (0.430)] [data_t 0.015] [optim_t 0.358] [lr 0.002987] [CE 4.264 (4.491)] [KD 4.443 (4.373)] +2024-10-15 06:09:09,525 - Train: 4.24% [53050/1251000] [42.4/1000.0] [batch_t 0.493 (0.435)] [data_t 0.015] [optim_t 0.477] [lr 0.002987] [CE 4.626 (4.475)] [KD 4.333 (4.334)] +2024-10-15 06:09:30,692 - Train: 4.24% [53100/1251000] [42.4/1000.0] [batch_t 0.365 (0.423)] [data_t 0.015] [optim_t 0.349] [lr 0.002987] [CE 4.443 (4.417)] [KD 4.139 (4.238)] +2024-10-15 06:09:52,621 - Train: 4.25% [53150/1251000] [42.5/1000.0] [batch_t 0.412 (0.438)] [data_t 0.015] [optim_t 0.396] [lr 0.002987] [CE 4.003 (4.397)] [KD 4.111 (4.249)] +2024-10-15 06:10:14,159 - Train: 4.25% [53200/1251000] [42.5/1000.0] [batch_t 0.396 (0.431)] [data_t 0.015] [optim_t 0.381] [lr 0.002987] [CE 4.626 (4.417)] [KD 4.343 (4.191)] +2024-10-15 06:10:35,917 - Train: 4.26% [53250/1251000] [42.6/1000.0] [batch_t 0.510 (0.435)] [data_t 0.015] [optim_t 0.494] [lr 0.002987] [CE 4.322 (4.463)] [KD 3.925 (4.211)] +2024-10-15 06:10:57,356 - Train: 4.26% [53300/1251000] [42.6/1000.0] [batch_t 0.443 (0.429)] [data_t 0.015] [optim_t 0.428] [lr 0.002987] [CE 4.514 (4.502)] [KD 4.156 (4.382)] +2024-10-15 06:11:18,706 - Train: 4.26% [53350/1251000] [42.6/1000.0] [batch_t 0.405 (0.427)] [data_t 0.015] [optim_t 0.389] [lr 0.002987] [CE 4.381 (4.554)] [KD 4.256 (4.391)] +2024-10-15 06:11:40,199 - Train: 4.27% [53400/1251000] [42.7/1000.0] [batch_t 0.436 (0.430)] [data_t 0.015] [optim_t 0.420] [lr 0.002987] [CE 4.583 (4.556)] [KD 4.368 (4.436)] +2024-10-15 06:12:01,741 - Train: 4.27% [53450/1251000] [42.7/1000.0] [batch_t 0.388 (0.431)] [data_t 0.015] [optim_t 0.373] [lr 0.002987] [CE 4.402 (4.394)] [KD 4.287 (4.154)] +2024-10-15 06:12:22,857 - Train: 4.28% [53500/1251000] [42.8/1000.0] [batch_t 0.377 (0.422)] [data_t 0.016] [optim_t 0.362] [lr 0.002987] [CE 4.665 (4.479)] [KD 4.686 (4.337)] +2024-10-15 06:12:44,075 - Train: 4.28% [53550/1251000] [42.8/1000.0] [batch_t 0.407 (0.424)] [data_t 0.015] [optim_t 0.392] [lr 0.002987] [CE 4.542 (4.509)] [KD 4.207 (4.409)] +2024-10-15 06:13:05,658 - Train: 4.28% [53600/1251000] [42.8/1000.0] [batch_t 0.507 (0.432)] [data_t 0.015] [optim_t 0.492] [lr 0.002987] [CE 4.358 (4.585)] [KD 4.147 (4.374)] +2024-10-15 06:13:27,185 - Train: 4.29% [53650/1251000] [42.9/1000.0] [batch_t 0.506 (0.430)] [data_t 0.015] [optim_t 0.491] [lr 0.002987] [CE 4.512 (4.467)] [KD 4.283 (4.372)] +2024-10-15 06:13:48,683 - Train: 4.29% [53700/1251000] [42.9/1000.0] [batch_t 0.409 (0.430)] [data_t 0.015] [optim_t 0.393] [lr 0.002987] [CE 4.990 (4.526)] [KD 4.541 (4.420)] +2024-10-15 06:14:10,101 - Train: 4.30% [53750/1251000] [43.0/1000.0] [batch_t 0.399 (0.428)] [data_t 0.016] [optim_t 0.384] [lr 0.002986] [CE 3.974 (4.421)] [KD 3.856 (4.277)] +2024-10-15 06:14:27,919 - ==> Total time: 6:32:36 Eta: 6 days, 1:37:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 06:14:37,277 - Train: 4.30% [53800/1251000] [43.0/1000.0] [batch_t 0.360 (1.133)] [data_t 0.015] [optim_t 0.345] [lr 0.002986] [CE 4.738 (4.516)] [KD 4.630 (4.336)] +2024-10-15 06:14:56,222 - Train: 4.30% [53850/1251000] [43.0/1000.0] [batch_t 0.363 (0.379)] [data_t 0.015] [optim_t 0.347] [lr 0.002986] [CE 4.144 (4.502)] [KD 4.324 (4.355)] +2024-10-15 06:15:17,356 - Train: 4.31% [53900/1251000] [43.1/1000.0] [batch_t 0.432 (0.423)] [data_t 0.016] [optim_t 0.417] [lr 0.002986] [CE 4.338 (4.409)] [KD 4.335 (4.254)] +2024-10-15 06:15:37,974 - Train: 4.31% [53950/1251000] [43.1/1000.0] [batch_t 0.471 (0.412)] [data_t 0.015] [optim_t 0.456] [lr 0.002986] [CE 4.613 (4.545)] [KD 4.393 (4.370)] +2024-10-15 06:15:59,061 - Train: 4.32% [54000/1251000] [43.2/1000.0] [batch_t 0.428 (0.422)] [data_t 0.016] [optim_t 0.412] [lr 0.002986] [CE 4.491 (4.462)] [KD 4.361 (4.285)] +2024-10-15 06:16:20,506 - Train: 4.32% [54050/1251000] [43.2/1000.0] [batch_t 0.367 (0.429)] [data_t 0.016] [optim_t 0.351] [lr 0.002986] [CE 4.628 (4.492)] [KD 4.410 (4.316)] +2024-10-15 06:16:41,660 - Train: 4.32% [54100/1251000] [43.2/1000.0] [batch_t 0.452 (0.423)] [data_t 0.015] [optim_t 0.437] [lr 0.002986] [CE 4.461 (4.437)] [KD 4.413 (4.203)] +2024-10-15 06:17:02,737 - Train: 4.33% [54150/1251000] [43.3/1000.0] [batch_t 0.421 (0.421)] [data_t 0.015] [optim_t 0.406] [lr 0.002986] [CE 4.827 (4.399)] [KD 4.342 (4.216)] +2024-10-15 06:17:23,900 - Train: 4.33% [54200/1251000] [43.3/1000.0] [batch_t 0.418 (0.423)] [data_t 0.076] [optim_t 0.342] [lr 0.002986] [CE 4.502 (4.412)] [KD 4.225 (4.285)] +2024-10-15 06:17:45,816 - Train: 4.34% [54250/1251000] [43.4/1000.0] [batch_t 0.430 (0.438)] [data_t 0.088] [optim_t 0.342] [lr 0.002986] [CE 4.493 (4.455)] [KD 4.188 (4.337)] +2024-10-15 06:18:07,505 - Train: 4.34% [54300/1251000] [43.4/1000.0] [batch_t 0.405 (0.434)] [data_t 0.061] [optim_t 0.344] [lr 0.002986] [CE 4.614 (4.471)] [KD 4.508 (4.266)] +2024-10-15 06:18:28,891 - Train: 4.34% [54350/1251000] [43.4/1000.0] [batch_t 0.396 (0.428)] [data_t 0.055] [optim_t 0.342] [lr 0.002986] [CE 4.750 (4.487)] [KD 4.347 (4.348)] +2024-10-15 06:18:50,627 - Train: 4.35% [54400/1251000] [43.5/1000.0] [batch_t 0.465 (0.435)] [data_t 0.121] [optim_t 0.344] [lr 0.002986] [CE 3.884 (4.427)] [KD 4.116 (4.280)] +2024-10-15 06:19:12,344 - Train: 4.35% [54450/1251000] [43.5/1000.0] [batch_t 0.463 (0.434)] [data_t 0.120] [optim_t 0.343] [lr 0.002986] [CE 3.960 (4.493)] [KD 3.902 (4.305)] +2024-10-15 06:19:33,622 - Train: 4.36% [54500/1251000] [43.6/1000.0] [batch_t 0.457 (0.425)] [data_t 0.117] [optim_t 0.340] [lr 0.002986] [CE 4.272 (4.479)] [KD 4.028 (4.303)] +2024-10-15 06:19:55,273 - Train: 4.36% [54550/1251000] [43.6/1000.0] [batch_t 0.459 (0.433)] [data_t 0.117] [optim_t 0.342] [lr 0.002986] [CE 4.551 (4.484)] [KD 4.532 (4.349)] +2024-10-15 06:20:16,412 - Train: 4.36% [54600/1251000] [43.6/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.002986] [CE 4.291 (4.483)] [KD 4.197 (4.306)] +2024-10-15 06:20:37,810 - Train: 4.37% [54650/1251000] [43.7/1000.0] [batch_t 0.417 (0.428)] [data_t 0.072] [optim_t 0.345] [lr 0.002986] [CE 3.990 (4.392)] [KD 4.053 (4.207)] +2024-10-15 06:20:59,394 - Train: 4.37% [54700/1251000] [43.7/1000.0] [batch_t 0.525 (0.432)] [data_t 0.180] [optim_t 0.345] [lr 0.002986] [CE 4.510 (4.477)] [KD 4.225 (4.285)] +2024-10-15 06:21:21,237 - Train: 4.38% [54750/1251000] [43.8/1000.0] [batch_t 0.423 (0.437)] [data_t 0.081] [optim_t 0.342] [lr 0.002986] [CE 4.352 (4.453)] [KD 4.441 (4.270)] +2024-10-15 06:21:42,575 - Train: 4.38% [54800/1251000] [43.8/1000.0] [batch_t 0.411 (0.427)] [data_t 0.071] [optim_t 0.340] [lr 0.002986] [CE 4.363 (4.491)] [KD 4.236 (4.327)] +2024-10-15 06:22:04,407 - Train: 4.38% [54850/1251000] [43.8/1000.0] [batch_t 0.432 (0.437)] [data_t 0.089] [optim_t 0.343] [lr 0.002986] [CE 4.485 (4.392)] [KD 4.183 (4.275)] +2024-10-15 06:22:26,276 - Train: 4.39% [54900/1251000] [43.9/1000.0] [batch_t 0.426 (0.437)] [data_t 0.087] [optim_t 0.339] [lr 0.002986] [CE 4.550 (4.515)] [KD 4.410 (4.330)] +2024-10-15 06:22:48,211 - Train: 4.39% [54950/1251000] [43.9/1000.0] [batch_t 0.409 (0.439)] [data_t 0.066] [optim_t 0.343] [lr 0.002986] [CE 4.970 (4.481)] [KD 4.490 (4.312)] +2024-10-15 06:23:09,992 - Train: 4.40% [55000/1251000] [44.0/1000.0] [batch_t 0.359 (0.436)] [data_t 0.016] [optim_t 0.343] [lr 0.002986] [CE 4.382 (4.473)] [KD 4.164 (4.287)] +2024-10-15 06:23:28,504 - ==> Total time: 6:41:37 Eta: 6 days, 1:26:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 06:23:37,527 - Train: 4.40% [55050/1251000] [44.0/1000.0] [batch_t 0.364 (1.251)] [data_t 0.015] [optim_t 0.348] [lr 0.002986] [CE 4.336 (4.507)] [KD 4.148 (4.265)] +2024-10-15 06:23:56,972 - Train: 4.40% [55100/1251000] [44.0/1000.0] [batch_t 0.419 (0.389)] [data_t 0.015] [optim_t 0.404] [lr 0.002986] [CE 4.751 (4.382)] [KD 4.372 (4.211)] +2024-10-15 06:24:19,319 - Train: 4.41% [55150/1251000] [44.1/1000.0] [batch_t 0.494 (0.447)] [data_t 0.016] [optim_t 0.479] [lr 0.002986] [CE 4.349 (4.456)] [KD 4.033 (4.267)] +2024-10-15 06:24:40,783 - Train: 4.41% [55200/1251000] [44.1/1000.0] [batch_t 0.462 (0.429)] [data_t 0.015] [optim_t 0.447] [lr 0.002986] [CE 4.781 (4.413)] [KD 4.151 (4.223)] +2024-10-15 06:25:01,627 - Train: 4.42% [55250/1251000] [44.2/1000.0] [batch_t 0.472 (0.417)] [data_t 0.015] [optim_t 0.456] [lr 0.002986] [CE 4.448 (4.478)] [KD 4.331 (4.265)] +2024-10-15 06:25:23,060 - Train: 4.42% [55300/1251000] [44.2/1000.0] [batch_t 0.429 (0.429)] [data_t 0.015] [optim_t 0.413] [lr 0.002986] [CE 4.549 (4.393)] [KD 4.373 (4.212)] +2024-10-15 06:25:44,447 - Train: 4.42% [55350/1251000] [44.2/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.002986] [CE 4.325 (4.443)] [KD 4.038 (4.192)] +2024-10-15 06:26:06,246 - Train: 4.43% [55400/1251000] [44.3/1000.0] [batch_t 0.360 (0.436)] [data_t 0.015] [optim_t 0.345] [lr 0.002986] [CE 3.967 (4.501)] [KD 4.267 (4.270)] +2024-10-15 06:26:28,035 - Train: 4.43% [55450/1251000] [44.3/1000.0] [batch_t 0.456 (0.436)] [data_t 0.015] [optim_t 0.440] [lr 0.002986] [CE 4.457 (4.520)] [KD 4.396 (4.302)] +2024-10-15 06:26:49,416 - Train: 4.44% [55500/1251000] [44.4/1000.0] [batch_t 0.415 (0.428)] [data_t 0.015] [optim_t 0.399] [lr 0.002986] [CE 4.684 (4.403)] [KD 4.122 (4.239)] +2024-10-15 06:27:11,234 - Train: 4.44% [55550/1251000] [44.4/1000.0] [batch_t 0.370 (0.436)] [data_t 0.015] [optim_t 0.355] [lr 0.002986] [CE 4.974 (4.466)] [KD 4.415 (4.230)] +2024-10-15 06:27:32,763 - Train: 4.44% [55600/1251000] [44.4/1000.0] [batch_t 0.392 (0.430)] [data_t 0.015] [optim_t 0.377] [lr 0.002986] [CE 4.457 (4.477)] [KD 4.313 (4.219)] +2024-10-15 06:27:54,110 - Train: 4.45% [55650/1251000] [44.5/1000.0] [batch_t 0.396 (0.427)] [data_t 0.015] [optim_t 0.381] [lr 0.002986] [CE 4.119 (4.387)] [KD 4.036 (4.305)] +2024-10-15 06:28:15,340 - Train: 4.45% [55700/1251000] [44.5/1000.0] [batch_t 0.365 (0.424)] [data_t 0.016] [optim_t 0.350] [lr 0.002985] [CE 4.426 (4.533)] [KD 4.747 (4.348)] +2024-10-15 06:28:36,851 - Train: 4.46% [55750/1251000] [44.6/1000.0] [batch_t 0.442 (0.430)] [data_t 0.015] [optim_t 0.427] [lr 0.002985] [CE 4.322 (4.475)] [KD 4.035 (4.335)] +2024-10-15 06:28:58,542 - Train: 4.46% [55800/1251000] [44.6/1000.0] [batch_t 0.462 (0.434)] [data_t 0.015] [optim_t 0.447] [lr 0.002985] [CE 4.625 (4.423)] [KD 4.175 (4.133)] +2024-10-15 06:29:19,725 - Train: 4.46% [55850/1251000] [44.6/1000.0] [batch_t 0.463 (0.424)] [data_t 0.015] [optim_t 0.448] [lr 0.002985] [CE 4.860 (4.544)] [KD 4.431 (4.321)] +2024-10-15 06:29:40,879 - Train: 4.47% [55900/1251000] [44.7/1000.0] [batch_t 0.439 (0.423)] [data_t 0.015] [optim_t 0.424] [lr 0.002985] [CE 4.516 (4.438)] [KD 4.253 (4.278)] +2024-10-15 06:30:03,010 - Train: 4.47% [55950/1251000] [44.7/1000.0] [batch_t 0.511 (0.443)] [data_t 0.015] [optim_t 0.495] [lr 0.002985] [CE 4.376 (4.462)] [KD 4.172 (4.346)] +2024-10-15 06:30:24,947 - Train: 4.48% [56000/1251000] [44.8/1000.0] [batch_t 0.461 (0.439)] [data_t 0.015] [optim_t 0.446] [lr 0.002985] [CE 4.516 (4.458)] [KD 4.116 (4.282)] +2024-10-15 06:30:46,423 - Train: 4.48% [56050/1251000] [44.8/1000.0] [batch_t 0.362 (0.429)] [data_t 0.015] [optim_t 0.347] [lr 0.002985] [CE 5.009 (4.442)] [KD 4.474 (4.260)] +2024-10-15 06:31:08,095 - Train: 4.48% [56100/1251000] [44.8/1000.0] [batch_t 0.388 (0.433)] [data_t 0.015] [optim_t 0.373] [lr 0.002985] [CE 4.281 (4.483)] [KD 3.923 (4.256)] +2024-10-15 06:31:30,204 - Train: 4.49% [56150/1251000] [44.9/1000.0] [batch_t 0.524 (0.442)] [data_t 0.015] [optim_t 0.509] [lr 0.002985] [CE 4.415 (4.484)] [KD 4.243 (4.243)] +2024-10-15 06:31:51,361 - Train: 4.49% [56200/1251000] [44.9/1000.0] [batch_t 0.434 (0.423)] [data_t 0.016] [optim_t 0.418] [lr 0.002985] [CE 4.603 (4.437)] [KD 4.272 (4.264)] +2024-10-15 06:32:12,967 - Train: 4.50% [56250/1251000] [45.0/1000.0] [batch_t 0.436 (0.432)] [data_t 0.015] [optim_t 0.420] [lr 0.002985] [CE 4.098 (4.376)] [KD 4.051 (4.222)] +2024-10-15 06:32:52,989 - Test (net): 100.00% [50/50] [batch_t 0.177 (0.427)] [top1_cnt 35854] [top5_cnt 45477] [top_all 50000] +2024-10-15 06:32:52,990 - net: 71.708 (90.954) +2024-10-15 06:33:14,431 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 38428] [top5_cnt 46694] [top_all 50000] +2024-10-15 06:33:14,432 - net_E: 76.856 (93.388) +2024-10-15 06:33:14,593 - Max [top1: 71.708 (epoch: 45)] [top1-ema: 76.856 (epoch: 45)] +2024-10-15 06:33:14,593 - ==> Total time: 6:51:23 Eta: 6 days, 1:30:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 06:33:25,398 - Train: 4.50% [56300/1251000] [45.0/1000.0] [batch_t 0.357 (0.772)] [data_t 0.015] [optim_t 0.342] [lr 0.002985] [CE 4.471 (4.559)] [KD 4.040 (4.156)] +2024-10-15 06:33:44,366 - Train: 4.50% [56350/1251000] [45.0/1000.0] [batch_t 0.362 (0.379)] [data_t 0.016] [optim_t 0.346] [lr 0.002985] [CE 4.401 (4.405)] [KD 4.212 (4.180)] +2024-10-15 06:34:04,203 - Train: 4.51% [56400/1251000] [45.1/1000.0] [batch_t 0.432 (0.397)] [data_t 0.015] [optim_t 0.416] [lr 0.002985] [CE 4.349 (4.475)] [KD 4.099 (4.242)] +2024-10-15 06:34:25,772 - Train: 4.51% [56450/1251000] [45.1/1000.0] [batch_t 0.432 (0.431)] [data_t 0.015] [optim_t 0.417] [lr 0.002985] [CE 4.835 (4.451)] [KD 4.167 (4.228)] +2024-10-15 06:34:48,014 - Train: 4.52% [56500/1251000] [45.2/1000.0] [batch_t 0.494 (0.445)] [data_t 0.015] [optim_t 0.478] [lr 0.002985] [CE 4.417 (4.433)] [KD 4.024 (4.214)] +2024-10-15 06:35:09,024 - Train: 4.52% [56550/1251000] [45.2/1000.0] [batch_t 0.472 (0.420)] [data_t 0.015] [optim_t 0.456] [lr 0.002985] [CE 4.440 (4.447)] [KD 4.495 (4.208)] +2024-10-15 06:35:29,872 - Train: 4.52% [56600/1251000] [45.2/1000.0] [batch_t 0.455 (0.417)] [data_t 0.015] [optim_t 0.440] [lr 0.002985] [CE 4.475 (4.479)] [KD 4.196 (4.262)] +2024-10-15 06:35:51,275 - Train: 4.53% [56650/1251000] [45.3/1000.0] [batch_t 0.467 (0.428)] [data_t 0.015] [optim_t 0.452] [lr 0.002985] [CE 4.340 (4.415)] [KD 4.294 (4.232)] +2024-10-15 06:36:12,670 - Train: 4.53% [56700/1251000] [45.3/1000.0] [batch_t 0.480 (0.428)] [data_t 0.015] [optim_t 0.464] [lr 0.002985] [CE 4.425 (4.393)] [KD 4.265 (4.168)] +2024-10-15 06:36:33,880 - Train: 4.54% [56750/1251000] [45.4/1000.0] [batch_t 0.432 (0.424)] [data_t 0.015] [optim_t 0.417] [lr 0.002985] [CE 4.650 (4.463)] [KD 4.418 (4.252)] +2024-10-15 06:36:55,046 - Train: 4.54% [56800/1251000] [45.4/1000.0] [batch_t 0.386 (0.423)] [data_t 0.015] [optim_t 0.371] [lr 0.002985] [CE 4.831 (4.480)] [KD 4.335 (4.213)] +2024-10-15 06:37:15,888 - Train: 4.54% [56850/1251000] [45.4/1000.0] [batch_t 0.359 (0.417)] [data_t 0.016] [optim_t 0.344] [lr 0.002985] [CE 4.525 (4.467)] [KD 4.485 (4.259)] +2024-10-15 06:37:36,707 - Train: 4.55% [56900/1251000] [45.5/1000.0] [batch_t 0.364 (0.416)] [data_t 0.015] [optim_t 0.348] [lr 0.002985] [CE 4.188 (4.423)] [KD 3.882 (4.293)] +2024-10-15 06:37:57,612 - Train: 4.55% [56950/1251000] [45.5/1000.0] [batch_t 0.425 (0.418)] [data_t 0.016] [optim_t 0.410] [lr 0.002985] [CE 5.015 (4.495)] [KD 4.366 (4.372)] +2024-10-15 06:38:18,916 - Train: 4.56% [57000/1251000] [45.6/1000.0] [batch_t 0.421 (0.426)] [data_t 0.015] [optim_t 0.406] [lr 0.002985] [CE 4.752 (4.494)] [KD 4.385 (4.317)] +2024-10-15 06:38:41,078 - Train: 4.56% [57050/1251000] [45.6/1000.0] [batch_t 0.442 (0.443)] [data_t 0.015] [optim_t 0.427] [lr 0.002985] [CE 4.846 (4.412)] [KD 4.448 (4.225)] +2024-10-15 06:39:02,827 - Train: 4.56% [57100/1251000] [45.6/1000.0] [batch_t 0.393 (0.435)] [data_t 0.015] [optim_t 0.378] [lr 0.002985] [CE 4.413 (4.551)] [KD 4.031 (4.318)] +2024-10-15 06:39:23,418 - Train: 4.57% [57150/1251000] [45.7/1000.0] [batch_t 0.461 (0.412)] [data_t 0.016] [optim_t 0.445] [lr 0.002985] [CE 4.619 (4.430)] [KD 4.141 (4.229)] +2024-10-15 06:39:44,378 - Train: 4.57% [57200/1251000] [45.7/1000.0] [batch_t 0.368 (0.419)] [data_t 0.016] [optim_t 0.353] [lr 0.002985] [CE 4.667 (4.468)] [KD 4.332 (4.273)] +2024-10-15 06:40:05,682 - Train: 4.58% [57250/1251000] [45.8/1000.0] [batch_t 0.403 (0.426)] [data_t 0.015] [optim_t 0.387] [lr 0.002985] [CE 4.590 (4.523)] [KD 4.420 (4.352)] +2024-10-15 06:40:27,363 - Train: 4.58% [57300/1251000] [45.8/1000.0] [batch_t 0.362 (0.434)] [data_t 0.015] [optim_t 0.346] [lr 0.002985] [CE 4.608 (4.427)] [KD 4.446 (4.268)] +2024-10-15 06:40:48,389 - Train: 4.58% [57350/1251000] [45.8/1000.0] [batch_t 0.436 (0.420)] [data_t 0.015] [optim_t 0.421] [lr 0.002985] [CE 4.699 (4.450)] [KD 4.124 (4.273)] +2024-10-15 06:41:09,418 - Train: 4.59% [57400/1251000] [45.9/1000.0] [batch_t 0.399 (0.420)] [data_t 0.015] [optim_t 0.383] [lr 0.002985] [CE 4.271 (4.442)] [KD 4.064 (4.297)] +2024-10-15 06:41:30,281 - Train: 4.59% [57450/1251000] [45.9/1000.0] [batch_t 0.385 (0.417)] [data_t 0.016] [optim_t 0.369] [lr 0.002985] [CE 4.338 (4.461)] [KD 4.235 (4.251)] +2024-10-15 06:41:51,381 - Train: 4.60% [57500/1251000] [46.0/1000.0] [batch_t 0.365 (0.422)] [data_t 0.015] [optim_t 0.349] [lr 0.002985] [CE 4.534 (4.449)] [KD 4.217 (4.280)] +2024-10-15 06:42:10,666 - ==> Total time: 7:00:19 Eta: 6 days, 1:17:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 06:42:18,935 - Train: 4.60% [57550/1251000] [46.0/1000.0] [batch_t 0.363 (1.744)] [data_t 0.015] [optim_t 0.347] [lr 0.002985] [CE 4.775 (4.434)] [KD 4.146 (4.097)] +2024-10-15 06:42:37,832 - Train: 4.60% [57600/1251000] [46.0/1000.0] [batch_t 0.577 (0.378)] [data_t 0.015] [optim_t 0.561] [lr 0.002984] [CE 4.894 (4.516)] [KD 4.204 (4.157)] +2024-10-15 06:42:58,605 - Train: 4.61% [57650/1251000] [46.1/1000.0] [batch_t 0.427 (0.415)] [data_t 0.015] [optim_t 0.412] [lr 0.002984] [CE 4.835 (4.534)] [KD 4.436 (4.282)] +2024-10-15 06:43:19,797 - Train: 4.61% [57700/1251000] [46.1/1000.0] [batch_t 0.438 (0.424)] [data_t 0.015] [optim_t 0.423] [lr 0.002984] [CE 4.410 (4.495)] [KD 4.007 (4.240)] +2024-10-15 06:43:41,280 - Train: 4.62% [57750/1251000] [46.2/1000.0] [batch_t 0.458 (0.430)] [data_t 0.015] [optim_t 0.443] [lr 0.002984] [CE 4.702 (4.441)] [KD 4.308 (4.212)] +2024-10-15 06:44:02,499 - Train: 4.62% [57800/1251000] [46.2/1000.0] [batch_t 0.411 (0.424)] [data_t 0.015] [optim_t 0.396] [lr 0.002984] [CE 4.595 (4.440)] [KD 4.186 (4.143)] +2024-10-15 06:44:23,211 - Train: 4.62% [57850/1251000] [46.2/1000.0] [batch_t 0.421 (0.414)] [data_t 0.016] [optim_t 0.405] [lr 0.002984] [CE 4.260 (4.393)] [KD 4.253 (4.241)] +2024-10-15 06:44:44,255 - Train: 4.63% [57900/1251000] [46.3/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.002984] [CE 4.564 (4.448)] [KD 4.302 (4.212)] +2024-10-15 06:45:06,455 - Train: 4.63% [57950/1251000] [46.3/1000.0] [batch_t 0.497 (0.444)] [data_t 0.015] [optim_t 0.482] [lr 0.002984] [CE 4.110 (4.429)] [KD 4.127 (4.277)] +2024-10-15 06:45:28,471 - Train: 4.64% [58000/1251000] [46.4/1000.0] [batch_t 0.410 (0.440)] [data_t 0.015] [optim_t 0.395] [lr 0.002984] [CE 4.199 (4.395)] [KD 4.258 (4.191)] +2024-10-15 06:45:50,538 - Train: 4.64% [58050/1251000] [46.4/1000.0] [batch_t 0.463 (0.441)] [data_t 0.015] [optim_t 0.448] [lr 0.002984] [CE 4.526 (4.447)] [KD 4.073 (4.245)] +2024-10-15 06:46:12,443 - Train: 4.64% [58100/1251000] [46.4/1000.0] [batch_t 0.406 (0.438)] [data_t 0.015] [optim_t 0.391] [lr 0.002984] [CE 4.648 (4.394)] [KD 4.313 (4.235)] +2024-10-15 06:46:34,407 - Train: 4.65% [58150/1251000] [46.5/1000.0] [batch_t 0.478 (0.439)] [data_t 0.015] [optim_t 0.463] [lr 0.002984] [CE 4.293 (4.443)] [KD 4.256 (4.291)] +2024-10-15 06:46:56,344 - Train: 4.65% [58200/1251000] [46.5/1000.0] [batch_t 0.408 (0.439)] [data_t 0.015] [optim_t 0.393] [lr 0.002984] [CE 4.543 (4.412)] [KD 4.372 (4.206)] +2024-10-15 06:47:17,215 - Train: 4.66% [58250/1251000] [46.6/1000.0] [batch_t 0.384 (0.417)] [data_t 0.015] [optim_t 0.368] [lr 0.002984] [CE 4.846 (4.436)] [KD 4.390 (4.214)] +2024-10-15 06:47:37,928 - Train: 4.66% [58300/1251000] [46.6/1000.0] [batch_t 0.407 (0.414)] [data_t 0.015] [optim_t 0.391] [lr 0.002984] [CE 4.540 (4.451)] [KD 4.338 (4.245)] +2024-10-15 06:47:58,417 - Train: 4.66% [58350/1251000] [46.6/1000.0] [batch_t 0.432 (0.410)] [data_t 0.015] [optim_t 0.416] [lr 0.002984] [CE 4.733 (4.368)] [KD 4.184 (4.195)] +2024-10-15 06:48:19,271 - Train: 4.67% [58400/1251000] [46.7/1000.0] [batch_t 0.394 (0.417)] [data_t 0.015] [optim_t 0.379] [lr 0.002984] [CE 4.516 (4.435)] [KD 4.299 (4.307)] +2024-10-15 06:48:40,362 - Train: 4.67% [58450/1251000] [46.7/1000.0] [batch_t 0.418 (0.422)] [data_t 0.015] [optim_t 0.403] [lr 0.002984] [CE 4.384 (4.489)] [KD 4.219 (4.221)] +2024-10-15 06:49:01,980 - Train: 4.68% [58500/1251000] [46.8/1000.0] [batch_t 0.404 (0.432)] [data_t 0.015] [optim_t 0.389] [lr 0.002984] [CE 4.739 (4.481)] [KD 4.529 (4.287)] +2024-10-15 06:49:22,983 - Train: 4.68% [58550/1251000] [46.8/1000.0] [batch_t 0.417 (0.420)] [data_t 0.015] [optim_t 0.401] [lr 0.002984] [CE 4.635 (4.459)] [KD 4.337 (4.303)] +2024-10-15 06:49:44,274 - Train: 4.68% [58600/1251000] [46.8/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.002984] [CE 4.673 (4.483)] [KD 4.074 (4.273)] +2024-10-15 06:50:05,407 - Train: 4.69% [58650/1251000] [46.9/1000.0] [batch_t 0.396 (0.423)] [data_t 0.015] [optim_t 0.380] [lr 0.002984] [CE 4.231 (4.370)] [KD 4.345 (4.184)] +2024-10-15 06:50:26,591 - Train: 4.69% [58700/1251000] [46.9/1000.0] [batch_t 0.457 (0.424)] [data_t 0.015] [optim_t 0.442] [lr 0.002984] [CE 4.169 (4.516)] [KD 4.231 (4.331)] +2024-10-15 06:50:47,967 - Train: 4.70% [58750/1251000] [47.0/1000.0] [batch_t 0.427 (0.427)] [data_t 0.015] [optim_t 0.412] [lr 0.002984] [CE 3.597 (4.447)] [KD 3.967 (4.256)] +2024-10-15 06:51:07,275 - ==> Total time: 7:09:15 Eta: 6 days, 1:04:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 06:51:14,567 - Train: 4.70% [58800/1251000] [47.0/1000.0] [batch_t 0.360 (1.994)] [data_t 0.016] [optim_t 0.344] [lr 0.002984] [CE 4.549 (4.335)] [KD 4.143 (4.138)] +2024-10-15 06:51:35,038 - Train: 4.70% [58850/1251000] [47.0/1000.0] [batch_t 0.361 (0.409)] [data_t 0.015] [optim_t 0.346] [lr 0.002984] [CE 4.444 (4.468)] [KD 4.471 (4.248)] +2024-10-15 06:51:56,745 - Train: 4.71% [58900/1251000] [47.1/1000.0] [batch_t 0.361 (0.434)] [data_t 0.015] [optim_t 0.345] [lr 0.002984] [CE 4.752 (4.473)] [KD 4.339 (4.258)] +2024-10-15 06:52:18,991 - Train: 4.71% [58950/1251000] [47.1/1000.0] [batch_t 0.431 (0.445)] [data_t 0.015] [optim_t 0.416] [lr 0.002984] [CE 4.002 (4.532)] [KD 3.928 (4.248)] +2024-10-15 06:52:41,829 - Train: 4.72% [59000/1251000] [47.2/1000.0] [batch_t 0.434 (0.457)] [data_t 0.015] [optim_t 0.419] [lr 0.002984] [CE 4.682 (4.441)] [KD 4.134 (4.179)] +2024-10-15 06:53:03,880 - Train: 4.72% [59050/1251000] [47.2/1000.0] [batch_t 0.432 (0.441)] [data_t 0.015] [optim_t 0.417] [lr 0.002984] [CE 4.777 (4.436)] [KD 4.080 (4.169)] +2024-10-15 06:53:26,220 - Train: 4.72% [59100/1251000] [47.2/1000.0] [batch_t 0.501 (0.447)] [data_t 0.016] [optim_t 0.485] [lr 0.002984] [CE 4.081 (4.458)] [KD 4.154 (4.300)] +2024-10-15 06:53:48,493 - Train: 4.73% [59150/1251000] [47.3/1000.0] [batch_t 0.502 (0.445)] [data_t 0.015] [optim_t 0.487] [lr 0.002984] [CE 4.709 (4.504)] [KD 4.252 (4.256)] +2024-10-15 06:54:10,594 - Train: 4.73% [59200/1251000] [47.3/1000.0] [batch_t 0.472 (0.442)] [data_t 0.016] [optim_t 0.456] [lr 0.002984] [CE 4.955 (4.477)] [KD 4.286 (4.307)] +2024-10-15 06:54:32,441 - Train: 4.74% [59250/1251000] [47.4/1000.0] [batch_t 0.423 (0.437)] [data_t 0.015] [optim_t 0.407] [lr 0.002984] [CE 4.527 (4.463)] [KD 4.323 (4.281)] +2024-10-15 06:54:53,937 - Train: 4.74% [59300/1251000] [47.4/1000.0] [batch_t 0.457 (0.430)] [data_t 0.016] [optim_t 0.441] [lr 0.002984] [CE 4.651 (4.546)] [KD 4.275 (4.286)] +2024-10-15 06:55:15,795 - Train: 4.74% [59350/1251000] [47.4/1000.0] [batch_t 0.437 (0.437)] [data_t 0.015] [optim_t 0.422] [lr 0.002984] [CE 4.009 (4.515)] [KD 3.973 (4.295)] +2024-10-15 06:55:36,811 - Train: 4.75% [59400/1251000] [47.5/1000.0] [batch_t 0.419 (0.420)] [data_t 0.015] [optim_t 0.403] [lr 0.002984] [CE 4.540 (4.445)] [KD 4.413 (4.257)] +2024-10-15 06:55:57,381 - Train: 4.75% [59450/1251000] [47.5/1000.0] [batch_t 0.413 (0.411)] [data_t 0.015] [optim_t 0.398] [lr 0.002983] [CE 4.701 (4.467)] [KD 4.223 (4.280)] +2024-10-15 06:56:18,962 - Train: 4.76% [59500/1251000] [47.6/1000.0] [batch_t 0.385 (0.432)] [data_t 0.043] [optim_t 0.342] [lr 0.002983] [CE 4.490 (4.441)] [KD 4.253 (4.186)] +2024-10-15 06:56:40,919 - Train: 4.76% [59550/1251000] [47.6/1000.0] [batch_t 0.384 (0.439)] [data_t 0.039] [optim_t 0.345] [lr 0.002983] [CE 4.870 (4.512)] [KD 4.385 (4.271)] +2024-10-15 06:57:01,706 - Train: 4.76% [59600/1251000] [47.6/1000.0] [batch_t 0.360 (0.416)] [data_t 0.015] [optim_t 0.344] [lr 0.002983] [CE 4.311 (4.455)] [KD 4.232 (4.282)] +2024-10-15 06:57:22,792 - Train: 4.77% [59650/1251000] [47.7/1000.0] [batch_t 0.409 (0.422)] [data_t 0.015] [optim_t 0.394] [lr 0.002983] [CE 4.530 (4.478)] [KD 4.035 (4.219)] +2024-10-15 06:57:44,875 - Train: 4.77% [59700/1251000] [47.7/1000.0] [batch_t 0.363 (0.442)] [data_t 0.015] [optim_t 0.347] [lr 0.002983] [CE 3.791 (4.461)] [KD 4.216 (4.243)] +2024-10-15 06:58:06,396 - Train: 4.78% [59750/1251000] [47.8/1000.0] [batch_t 0.446 (0.430)] [data_t 0.015] [optim_t 0.430] [lr 0.002983] [CE 4.691 (4.392)] [KD 4.101 (4.220)] +2024-10-15 06:58:27,610 - Train: 4.78% [59800/1251000] [47.8/1000.0] [batch_t 0.417 (0.424)] [data_t 0.015] [optim_t 0.401] [lr 0.002983] [CE 4.600 (4.368)] [KD 4.294 (4.139)] +2024-10-15 06:58:48,868 - Train: 4.78% [59850/1251000] [47.8/1000.0] [batch_t 0.415 (0.425)] [data_t 0.016] [optim_t 0.400] [lr 0.002983] [CE 4.559 (4.509)] [KD 4.270 (4.304)] +2024-10-15 06:59:10,212 - Train: 4.79% [59900/1251000] [47.9/1000.0] [batch_t 0.364 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.002983] [CE 5.012 (4.448)] [KD 4.663 (4.288)] +2024-10-15 06:59:31,544 - Train: 4.79% [59950/1251000] [47.9/1000.0] [batch_t 0.426 (0.427)] [data_t 0.015] [optim_t 0.411] [lr 0.002983] [CE 4.006 (4.458)] [KD 3.950 (4.203)] +2024-10-15 06:59:52,771 - Train: 4.80% [60000/1251000] [48.0/1000.0] [batch_t 0.449 (0.424)] [data_t 0.015] [optim_t 0.434] [lr 0.002983] [CE 4.478 (4.492)] [KD 4.130 (4.256)] +2024-10-15 07:00:12,228 - ==> Total time: 7:18:20 Eta: 6 days, 0:53:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 07:00:18,172 - Train: 4.80% [60050/1251000] [48.0/1000.0] [batch_t 0.463 (2.272)] [data_t 0.016] [optim_t 0.448] [lr 0.002983] [CE 4.611 (4.637)] [KD 4.110 (4.208)] +2024-10-15 07:00:38,016 - Train: 4.80% [60100/1251000] [48.0/1000.0] [batch_t 0.405 (0.397)] [data_t 0.015] [optim_t 0.390] [lr 0.002983] [CE 4.552 (4.384)] [KD 4.146 (4.123)] +2024-10-15 07:00:58,567 - Train: 4.81% [60150/1251000] [48.1/1000.0] [batch_t 0.442 (0.411)] [data_t 0.015] [optim_t 0.427] [lr 0.002983] [CE 4.233 (4.413)] [KD 4.264 (4.166)] +2024-10-15 07:01:18,945 - Train: 4.81% [60200/1251000] [48.1/1000.0] [batch_t 0.419 (0.407)] [data_t 0.015] [optim_t 0.403] [lr 0.002983] [CE 4.365 (4.495)] [KD 4.130 (4.253)] +2024-10-15 07:01:39,744 - Train: 4.82% [60250/1251000] [48.2/1000.0] [batch_t 0.410 (0.416)] [data_t 0.015] [optim_t 0.395] [lr 0.002983] [CE 4.850 (4.450)] [KD 4.129 (4.209)] +2024-10-15 07:02:01,400 - Train: 4.82% [60300/1251000] [48.2/1000.0] [batch_t 0.460 (0.433)] [data_t 0.016] [optim_t 0.444] [lr 0.002983] [CE 4.390 (4.383)] [KD 4.195 (4.148)] +2024-10-15 07:02:22,151 - Train: 4.82% [60350/1251000] [48.2/1000.0] [batch_t 0.360 (0.415)] [data_t 0.015] [optim_t 0.345] [lr 0.002983] [CE 4.427 (4.496)] [KD 4.252 (4.332)] +2024-10-15 07:02:43,386 - Train: 4.83% [60400/1251000] [48.3/1000.0] [batch_t 0.450 (0.425)] [data_t 0.016] [optim_t 0.434] [lr 0.002983] [CE 4.084 (4.420)] [KD 3.844 (4.219)] +2024-10-15 07:03:04,407 - Train: 4.83% [60450/1251000] [48.3/1000.0] [batch_t 0.408 (0.420)] [data_t 0.015] [optim_t 0.392] [lr 0.002983] [CE 4.533 (4.485)] [KD 4.292 (4.255)] +2024-10-15 07:03:25,511 - Train: 4.84% [60500/1251000] [48.4/1000.0] [batch_t 0.443 (0.422)] [data_t 0.015] [optim_t 0.428] [lr 0.002983] [CE 3.954 (4.443)] [KD 4.378 (4.272)] +2024-10-15 07:03:47,197 - Train: 4.84% [60550/1251000] [48.4/1000.0] [batch_t 0.409 (0.434)] [data_t 0.015] [optim_t 0.394] [lr 0.002983] [CE 4.480 (4.441)] [KD 4.296 (4.247)] +2024-10-15 07:04:08,467 - Train: 4.84% [60600/1251000] [48.4/1000.0] [batch_t 0.474 (0.425)] [data_t 0.015] [optim_t 0.458] [lr 0.002983] [CE 4.237 (4.372)] [KD 4.206 (4.165)] +2024-10-15 07:04:29,678 - Train: 4.85% [60650/1251000] [48.5/1000.0] [batch_t 0.401 (0.424)] [data_t 0.015] [optim_t 0.385] [lr 0.002983] [CE 4.176 (4.542)] [KD 4.248 (4.371)] +2024-10-15 07:04:50,857 - Train: 4.85% [60700/1251000] [48.5/1000.0] [batch_t 0.428 (0.423)] [data_t 0.016] [optim_t 0.412] [lr 0.002983] [CE 4.689 (4.412)] [KD 4.167 (4.205)] +2024-10-15 07:05:12,022 - Train: 4.86% [60750/1251000] [48.6/1000.0] [batch_t 0.405 (0.423)] [data_t 0.016] [optim_t 0.389] [lr 0.002983] [CE 4.988 (4.505)] [KD 4.472 (4.247)] +2024-10-15 07:05:33,043 - Train: 4.86% [60800/1251000] [48.6/1000.0] [batch_t 0.440 (0.420)] [data_t 0.015] [optim_t 0.424] [lr 0.002983] [CE 4.590 (4.510)] [KD 4.287 (4.303)] +2024-10-15 07:05:54,123 - Train: 4.86% [60850/1251000] [48.6/1000.0] [batch_t 0.415 (0.421)] [data_t 0.016] [optim_t 0.399] [lr 0.002983] [CE 4.500 (4.403)] [KD 4.188 (4.225)] +2024-10-15 07:06:15,084 - Train: 4.87% [60900/1251000] [48.7/1000.0] [batch_t 0.433 (0.419)] [data_t 0.015] [optim_t 0.418] [lr 0.002983] [CE 3.966 (4.372)] [KD 4.034 (4.174)] +2024-10-15 07:06:36,673 - Train: 4.87% [60950/1251000] [48.7/1000.0] [batch_t 0.443 (0.432)] [data_t 0.015] [optim_t 0.427] [lr 0.002983] [CE 4.295 (4.389)] [KD 4.240 (4.213)] +2024-10-15 07:06:57,972 - Train: 4.88% [61000/1251000] [48.8/1000.0] [batch_t 0.456 (0.426)] [data_t 0.015] [optim_t 0.440] [lr 0.002983] [CE 4.318 (4.413)] [KD 4.204 (4.175)] +2024-10-15 07:07:19,482 - Train: 4.88% [61050/1251000] [48.8/1000.0] [batch_t 0.389 (0.430)] [data_t 0.015] [optim_t 0.373] [lr 0.002983] [CE 4.257 (4.490)] [KD 4.231 (4.156)] +2024-10-15 07:07:40,593 - Train: 4.88% [61100/1251000] [48.8/1000.0] [batch_t 0.440 (0.422)] [data_t 0.015] [optim_t 0.425] [lr 0.002983] [CE 4.608 (4.516)] [KD 4.219 (4.238)] +2024-10-15 07:08:02,020 - Train: 4.89% [61150/1251000] [48.9/1000.0] [batch_t 0.457 (0.428)] [data_t 0.015] [optim_t 0.442] [lr 0.002983] [CE 4.693 (4.468)] [KD 4.130 (4.247)] +2024-10-15 07:08:23,011 - Train: 4.89% [61200/1251000] [48.9/1000.0] [batch_t 0.386 (0.420)] [data_t 0.015] [optim_t 0.371] [lr 0.002982] [CE 4.561 (4.474)] [KD 4.171 (4.309)] +2024-10-15 07:08:44,514 - Train: 4.90% [61250/1251000] [49.0/1000.0] [batch_t 0.485 (0.430)] [data_t 0.016] [optim_t 0.470] [lr 0.002982] [CE 4.421 (4.400)] [KD 4.070 (4.223)] +2024-10-15 07:09:04,794 - ==> Total time: 7:27:13 Eta: 6 days, 0:39:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 07:09:11,807 - Train: 4.90% [61300/1251000] [49.0/1000.0] [batch_t 5.606 (5.606)] [data_t 2.695] [optim_t 2.911] [lr 0.002982] [CE 4.367 (4.367)] [KD 4.046 (4.046)] +2024-10-15 07:09:30,856 - Train: 4.90% [61350/1251000] [49.0/1000.0] [batch_t 0.423 (0.381)] [data_t 0.016] [optim_t 0.408] [lr 0.002982] [CE 4.444 (4.439)] [KD 4.097 (4.107)] +2024-10-15 07:09:52,882 - Train: 4.91% [61400/1251000] [49.1/1000.0] [batch_t 0.430 (0.440)] [data_t 0.016] [optim_t 0.415] [lr 0.002982] [CE 4.744 (4.394)] [KD 4.209 (4.151)] +2024-10-15 07:10:13,718 - Train: 4.91% [61450/1251000] [49.1/1000.0] [batch_t 0.411 (0.417)] [data_t 0.015] [optim_t 0.396] [lr 0.002982] [CE 4.330 (4.473)] [KD 4.264 (4.187)] +2024-10-15 07:10:34,762 - Train: 4.92% [61500/1251000] [49.2/1000.0] [batch_t 0.363 (0.421)] [data_t 0.016] [optim_t 0.348] [lr 0.002982] [CE 3.845 (4.451)] [KD 3.975 (4.124)] +2024-10-15 07:10:55,645 - Train: 4.92% [61550/1251000] [49.2/1000.0] [batch_t 0.410 (0.418)] [data_t 0.016] [optim_t 0.394] [lr 0.002982] [CE 4.919 (4.458)] [KD 4.490 (4.192)] +2024-10-15 07:11:16,786 - Train: 4.92% [61600/1251000] [49.2/1000.0] [batch_t 0.447 (0.423)] [data_t 0.015] [optim_t 0.431] [lr 0.002982] [CE 4.819 (4.510)] [KD 4.382 (4.213)] +2024-10-15 07:11:37,230 - Train: 4.93% [61650/1251000] [49.3/1000.0] [batch_t 0.413 (0.409)] [data_t 0.016] [optim_t 0.398] [lr 0.002982] [CE 5.041 (4.487)] [KD 4.462 (4.183)] +2024-10-15 07:11:58,318 - Train: 4.93% [61700/1251000] [49.3/1000.0] [batch_t 0.451 (0.422)] [data_t 0.015] [optim_t 0.435] [lr 0.002982] [CE 4.598 (4.377)] [KD 3.984 (4.098)] +2024-10-15 07:12:19,546 - Train: 4.94% [61750/1251000] [49.4/1000.0] [batch_t 0.503 (0.424)] [data_t 0.015] [optim_t 0.488] [lr 0.002982] [CE 4.178 (4.420)] [KD 3.983 (4.176)] +2024-10-15 07:12:40,245 - Train: 4.94% [61800/1251000] [49.4/1000.0] [batch_t 0.461 (0.414)] [data_t 0.015] [optim_t 0.446] [lr 0.002982] [CE 4.180 (4.422)] [KD 4.297 (4.155)] +2024-10-15 07:13:01,793 - Train: 4.94% [61850/1251000] [49.4/1000.0] [batch_t 0.432 (0.431)] [data_t 0.015] [optim_t 0.417] [lr 0.002982] [CE 5.208 (4.495)] [KD 4.412 (4.258)] +2024-10-15 07:13:23,298 - Train: 4.95% [61900/1251000] [49.5/1000.0] [batch_t 0.374 (0.430)] [data_t 0.015] [optim_t 0.359] [lr 0.002982] [CE 4.730 (4.471)] [KD 4.427 (4.227)] +2024-10-15 07:13:44,454 - Train: 4.95% [61950/1251000] [49.5/1000.0] [batch_t 0.454 (0.423)] [data_t 0.015] [optim_t 0.439] [lr 0.002982] [CE 4.185 (4.452)] [KD 4.054 (4.198)] +2024-10-15 07:14:05,334 - Train: 4.96% [62000/1251000] [49.6/1000.0] [batch_t 0.401 (0.418)] [data_t 0.016] [optim_t 0.385] [lr 0.002982] [CE 4.553 (4.435)] [KD 4.066 (4.186)] +2024-10-15 07:14:26,986 - Train: 4.96% [62050/1251000] [49.6/1000.0] [batch_t 0.447 (0.433)] [data_t 0.016] [optim_t 0.431] [lr 0.002982] [CE 4.205 (4.377)] [KD 4.377 (4.180)] +2024-10-15 07:14:48,221 - Train: 4.96% [62100/1251000] [49.6/1000.0] [batch_t 0.391 (0.425)] [data_t 0.015] [optim_t 0.376] [lr 0.002982] [CE 4.264 (4.412)] [KD 4.262 (4.237)] +2024-10-15 07:15:09,274 - Train: 4.97% [62150/1251000] [49.7/1000.0] [batch_t 0.485 (0.421)] [data_t 0.015] [optim_t 0.469] [lr 0.002982] [CE 4.001 (4.455)] [KD 3.863 (4.188)] +2024-10-15 07:15:30,606 - Train: 4.97% [62200/1251000] [49.7/1000.0] [batch_t 0.361 (0.427)] [data_t 0.015] [optim_t 0.346] [lr 0.002982] [CE 4.992 (4.526)] [KD 4.529 (4.248)] +2024-10-15 07:15:51,456 - Train: 4.98% [62250/1251000] [49.8/1000.0] [batch_t 0.481 (0.417)] [data_t 0.015] [optim_t 0.465] [lr 0.002982] [CE 4.365 (4.426)] [KD 4.246 (4.233)] +2024-10-15 07:16:12,928 - Train: 4.98% [62300/1251000] [49.8/1000.0] [batch_t 0.385 (0.429)] [data_t 0.015] [optim_t 0.370] [lr 0.002982] [CE 4.177 (4.441)] [KD 3.934 (4.214)] +2024-10-15 07:16:34,532 - Train: 4.98% [62350/1251000] [49.8/1000.0] [batch_t 0.444 (0.432)] [data_t 0.015] [optim_t 0.429] [lr 0.002982] [CE 4.913 (4.462)] [KD 4.530 (4.211)] +2024-10-15 07:16:55,762 - Train: 4.99% [62400/1251000] [49.9/1000.0] [batch_t 0.423 (0.424)] [data_t 0.015] [optim_t 0.407] [lr 0.002982] [CE 4.319 (4.416)] [KD 4.157 (4.181)] +2024-10-15 07:17:17,492 - Train: 4.99% [62450/1251000] [49.9/1000.0] [batch_t 0.386 (0.434)] [data_t 0.015] [optim_t 0.370] [lr 0.002982] [CE 4.528 (4.448)] [KD 4.045 (4.237)] +2024-10-15 07:17:39,303 - Train: 5.00% [62500/1251000] [50.0/1000.0] [batch_t 0.468 (0.436)] [data_t 0.015] [optim_t 0.453] [lr 0.002982] [CE 4.048 (4.466)] [KD 3.898 (4.181)] +2024-10-15 07:18:00,172 - Train: 5.00% [62550/1251000] [50.0/1000.0] [batch_t 0.361 (0.417)] [data_t 0.015] [optim_t 0.346] [lr 0.002982] [CE 4.897 (4.468)] [KD 4.361 (4.279)] +2024-10-15 07:18:21,276 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 36051] [top5_cnt 45584] [top_all 50000] +2024-10-15 07:18:21,277 - net: 72.102 (91.168) +2024-10-15 07:18:42,216 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 38624] [top5_cnt 46789] [top_all 50000] +2024-10-15 07:18:42,217 - net_E: 77.248 (93.578) +2024-10-15 07:18:42,353 - Max [top1: 72.102 (epoch: 50)] [top1-ema: 77.248 (epoch: 50)] +2024-10-15 07:18:42,353 - ==> Total time: 7:36:50 Eta: 6 days, 0:40:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 07:19:09,832 - Train: 5.00% [62600/1251000] [50.0/1000.0] [batch_t 0.455 (0.426)] [data_t 0.112] [optim_t 0.343] [lr 0.002982] [CE 4.601 (4.488)] [KD 4.152 (4.136)] +2024-10-15 07:19:31,448 - Train: 5.01% [62650/1251000] [50.1/1000.0] [batch_t 0.461 (0.432)] [data_t 0.015] [optim_t 0.446] [lr 0.002982] [CE 4.426 (4.426)] [KD 4.046 (4.114)] +2024-10-15 07:19:52,097 - Train: 5.01% [62700/1251000] [50.1/1000.0] [batch_t 0.406 (0.413)] [data_t 0.015] [optim_t 0.391] [lr 0.002982] [CE 4.387 (4.380)] [KD 4.098 (4.196)] +2024-10-15 07:20:13,195 - Train: 5.02% [62750/1251000] [50.2/1000.0] [batch_t 0.481 (0.422)] [data_t 0.015] [optim_t 0.466] [lr 0.002982] [CE 4.740 (4.475)] [KD 4.445 (4.169)] +2024-10-15 07:20:34,332 - Train: 5.02% [62800/1251000] [50.2/1000.0] [batch_t 0.450 (0.423)] [data_t 0.016] [optim_t 0.434] [lr 0.002982] [CE 4.061 (4.354)] [KD 3.991 (4.193)] +2024-10-15 07:20:55,841 - Train: 5.02% [62850/1251000] [50.2/1000.0] [batch_t 0.425 (0.430)] [data_t 0.015] [optim_t 0.409] [lr 0.002982] [CE 4.650 (4.449)] [KD 4.316 (4.160)] +2024-10-15 07:21:17,665 - Train: 5.03% [62900/1251000] [50.3/1000.0] [batch_t 0.403 (0.436)] [data_t 0.015] [optim_t 0.387] [lr 0.002982] [CE 3.966 (4.425)] [KD 3.954 (4.154)] +2024-10-15 07:21:38,954 - Train: 5.03% [62950/1251000] [50.3/1000.0] [batch_t 0.481 (0.426)] [data_t 0.015] [optim_t 0.466] [lr 0.002981] [CE 4.914 (4.504)] [KD 4.501 (4.194)] +2024-10-15 07:21:59,937 - Train: 5.04% [63000/1251000] [50.4/1000.0] [batch_t 0.439 (0.420)] [data_t 0.015] [optim_t 0.424] [lr 0.002981] [CE 4.646 (4.450)] [KD 4.556 (4.113)] +2024-10-15 07:22:21,157 - Train: 5.04% [63050/1251000] [50.4/1000.0] [batch_t 0.467 (0.424)] [data_t 0.015] [optim_t 0.452] [lr 0.002981] [CE 4.548 (4.493)] [KD 4.206 (4.152)] +2024-10-15 07:22:42,627 - Train: 5.04% [63100/1251000] [50.4/1000.0] [batch_t 0.431 (0.429)] [data_t 0.015] [optim_t 0.416] [lr 0.002981] [CE 4.181 (4.449)] [KD 3.945 (4.177)] +2024-10-15 07:23:03,921 - Train: 5.05% [63150/1251000] [50.5/1000.0] [batch_t 0.396 (0.426)] [data_t 0.016] [optim_t 0.381] [lr 0.002981] [CE 4.675 (4.443)] [KD 4.274 (4.144)] +2024-10-15 07:23:25,435 - Train: 5.05% [63200/1251000] [50.5/1000.0] [batch_t 0.452 (0.430)] [data_t 0.016] [optim_t 0.436] [lr 0.002981] [CE 4.548 (4.374)] [KD 4.240 (4.087)] +2024-10-15 07:23:46,928 - Train: 5.06% [63250/1251000] [50.6/1000.0] [batch_t 0.366 (0.430)] [data_t 0.016] [optim_t 0.350] [lr 0.002981] [CE 4.496 (4.419)] [KD 4.415 (4.187)] +2024-10-15 07:24:08,202 - Train: 5.06% [63300/1251000] [50.6/1000.0] [batch_t 0.392 (0.425)] [data_t 0.015] [optim_t 0.376] [lr 0.002981] [CE 3.874 (4.449)] [KD 4.029 (4.217)] +2024-10-15 07:24:29,025 - Train: 5.06% [63350/1251000] [50.6/1000.0] [batch_t 0.395 (0.416)] [data_t 0.016] [optim_t 0.379] [lr 0.002981] [CE 4.888 (4.413)] [KD 4.375 (4.173)] +2024-10-15 07:24:49,683 - Train: 5.07% [63400/1251000] [50.7/1000.0] [batch_t 0.456 (0.413)] [data_t 0.015] [optim_t 0.440] [lr 0.002981] [CE 4.519 (4.456)] [KD 4.282 (4.283)] +2024-10-15 07:25:11,589 - Train: 5.07% [63450/1251000] [50.7/1000.0] [batch_t 0.449 (0.438)] [data_t 0.015] [optim_t 0.434] [lr 0.002981] [CE 4.235 (4.406)] [KD 4.253 (4.189)] +2024-10-15 07:25:32,905 - Train: 5.08% [63500/1251000] [50.8/1000.0] [batch_t 0.358 (0.426)] [data_t 0.016] [optim_t 0.343] [lr 0.002981] [CE 4.582 (4.458)] [KD 4.064 (4.188)] +2024-10-15 07:25:54,156 - Train: 5.08% [63550/1251000] [50.8/1000.0] [batch_t 0.387 (0.425)] [data_t 0.015] [optim_t 0.372] [lr 0.002981] [CE 4.370 (4.394)] [KD 4.334 (4.159)] +2024-10-15 07:26:15,307 - Train: 5.08% [63600/1251000] [50.8/1000.0] [batch_t 0.449 (0.423)] [data_t 0.016] [optim_t 0.433] [lr 0.002981] [CE 4.503 (4.524)] [KD 4.474 (4.230)] +2024-10-15 07:26:36,573 - Train: 5.09% [63650/1251000] [50.9/1000.0] [batch_t 0.379 (0.425)] [data_t 0.039] [optim_t 0.340] [lr 0.002981] [CE 5.185 (4.480)] [KD 4.429 (4.242)] +2024-10-15 07:26:57,738 - Train: 5.09% [63700/1251000] [50.9/1000.0] [batch_t 0.489 (0.423)] [data_t 0.133] [optim_t 0.356] [lr 0.002981] [CE 3.838 (4.386)] [KD 4.030 (4.212)] +2024-10-15 07:27:18,861 - Train: 5.10% [63750/1251000] [51.0/1000.0] [batch_t 0.364 (0.422)] [data_t 0.016] [optim_t 0.349] [lr 0.002981] [CE 3.852 (4.477)] [KD 4.058 (4.175)] +2024-10-15 07:27:39,730 - Train: 5.10% [63800/1251000] [51.0/1000.0] [batch_t 0.357 (0.417)] [data_t 0.015] [optim_t 0.342] [lr 0.002981] [CE 4.430 (4.395)] [KD 4.296 (4.140)] +2024-10-15 07:27:40,089 - ==> Total time: 7:45:48 Eta: 6 days, 0:27:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 07:28:05,003 - Train: 5.10% [63850/1251000] [51.0/1000.0] [batch_t 0.464 (0.482)] [data_t 0.015] [optim_t 0.449] [lr 0.002981] [CE 4.120 (4.455)] [KD 4.014 (4.169)] +2024-10-15 07:28:25,381 - Train: 5.11% [63900/1251000] [51.1/1000.0] [batch_t 0.382 (0.407)] [data_t 0.015] [optim_t 0.367] [lr 0.002981] [CE 4.811 (4.486)] [KD 4.337 (4.118)] +2024-10-15 07:28:46,530 - Train: 5.11% [63950/1251000] [51.1/1000.0] [batch_t 0.426 (0.423)] [data_t 0.015] [optim_t 0.410] [lr 0.002981] [CE 4.146 (4.499)] [KD 4.083 (4.197)] +2024-10-15 07:29:08,076 - Train: 5.12% [64000/1251000] [51.2/1000.0] [batch_t 0.411 (0.431)] [data_t 0.016] [optim_t 0.396] [lr 0.002981] [CE 4.797 (4.461)] [KD 4.518 (4.207)] +2024-10-15 07:29:29,052 - Train: 5.12% [64050/1251000] [51.2/1000.0] [batch_t 0.403 (0.419)] [data_t 0.015] [optim_t 0.387] [lr 0.002981] [CE 4.354 (4.399)] [KD 3.935 (4.171)] +2024-10-15 07:29:50,165 - Train: 5.12% [64100/1251000] [51.2/1000.0] [batch_t 0.465 (0.422)] [data_t 0.015] [optim_t 0.450] [lr 0.002981] [CE 3.959 (4.441)] [KD 4.002 (4.178)] +2024-10-15 07:30:11,228 - Train: 5.13% [64150/1251000] [51.3/1000.0] [batch_t 0.397 (0.421)] [data_t 0.015] [optim_t 0.381] [lr 0.002981] [CE 4.311 (4.444)] [KD 4.112 (4.141)] +2024-10-15 07:30:32,357 - Train: 5.13% [64200/1251000] [51.3/1000.0] [batch_t 0.488 (0.422)] [data_t 0.015] [optim_t 0.473] [lr 0.002981] [CE 4.508 (4.412)] [KD 4.006 (4.181)] +2024-10-15 07:30:53,508 - Train: 5.14% [64250/1251000] [51.4/1000.0] [batch_t 0.430 (0.423)] [data_t 0.015] [optim_t 0.415] [lr 0.002981] [CE 4.534 (4.480)] [KD 4.249 (4.167)] +2024-10-15 07:31:14,183 - Train: 5.14% [64300/1251000] [51.4/1000.0] [batch_t 0.368 (0.413)] [data_t 0.015] [optim_t 0.352] [lr 0.002981] [CE 4.057 (4.402)] [KD 4.231 (4.159)] +2024-10-15 07:31:35,248 - Train: 5.14% [64350/1251000] [51.4/1000.0] [batch_t 0.425 (0.421)] [data_t 0.015] [optim_t 0.410] [lr 0.002981] [CE 3.853 (4.400)] [KD 3.781 (4.157)] +2024-10-15 07:31:55,999 - Train: 5.15% [64400/1251000] [51.5/1000.0] [batch_t 0.389 (0.415)] [data_t 0.015] [optim_t 0.373] [lr 0.002981] [CE 4.592 (4.471)] [KD 4.298 (4.218)] +2024-10-15 07:32:16,677 - Train: 5.15% [64450/1251000] [51.5/1000.0] [batch_t 0.485 (0.413)] [data_t 0.015] [optim_t 0.470] [lr 0.002981] [CE 4.667 (4.449)] [KD 4.145 (4.225)] +2024-10-15 07:32:37,640 - Train: 5.16% [64500/1251000] [51.6/1000.0] [batch_t 0.482 (0.419)] [data_t 0.015] [optim_t 0.466] [lr 0.002981] [CE 5.159 (4.353)] [KD 4.195 (4.111)] +2024-10-15 07:32:58,830 - Train: 5.16% [64550/1251000] [51.6/1000.0] [batch_t 0.449 (0.424)] [data_t 0.015] [optim_t 0.433] [lr 0.002981] [CE 4.649 (4.482)] [KD 4.232 (4.173)] +2024-10-15 07:33:20,467 - Train: 5.16% [64600/1251000] [51.6/1000.0] [batch_t 0.381 (0.433)] [data_t 0.015] [optim_t 0.365] [lr 0.002981] [CE 4.015 (4.480)] [KD 3.887 (4.216)] +2024-10-15 07:33:42,415 - Train: 5.17% [64650/1251000] [51.7/1000.0] [batch_t 0.390 (0.439)] [data_t 0.015] [optim_t 0.375] [lr 0.002980] [CE 4.449 (4.489)] [KD 4.495 (4.184)] +2024-10-15 07:34:02,745 - Train: 5.17% [64700/1251000] [51.7/1000.0] [batch_t 0.368 (0.406)] [data_t 0.015] [optim_t 0.353] [lr 0.002980] [CE 4.442 (4.443)] [KD 4.230 (4.278)] +2024-10-15 07:34:24,101 - Train: 5.18% [64750/1251000] [51.8/1000.0] [batch_t 0.445 (0.427)] [data_t 0.015] [optim_t 0.430] [lr 0.002980] [CE 4.083 (4.420)] [KD 4.172 (4.228)] +2024-10-15 07:34:45,801 - Train: 5.18% [64800/1251000] [51.8/1000.0] [batch_t 0.444 (0.434)] [data_t 0.015] [optim_t 0.429] [lr 0.002980] [CE 4.379 (4.487)] [KD 4.326 (4.313)] +2024-10-15 07:35:07,252 - Train: 5.18% [64850/1251000] [51.8/1000.0] [batch_t 0.430 (0.429)] [data_t 0.015] [optim_t 0.414] [lr 0.002980] [CE 4.889 (4.453)] [KD 4.218 (4.245)] +2024-10-15 07:35:29,007 - Train: 5.19% [64900/1251000] [51.9/1000.0] [batch_t 0.408 (0.435)] [data_t 0.016] [optim_t 0.393] [lr 0.002980] [CE 4.646 (4.410)] [KD 4.354 (4.265)] +2024-10-15 07:35:51,023 - Train: 5.19% [64950/1251000] [51.9/1000.0] [batch_t 0.401 (0.440)] [data_t 0.015] [optim_t 0.385] [lr 0.002980] [CE 4.966 (4.399)] [KD 4.397 (4.205)] +2024-10-15 07:36:11,666 - Train: 5.20% [65000/1251000] [52.0/1000.0] [batch_t 0.409 (0.413)] [data_t 0.015] [optim_t 0.394] [lr 0.002980] [CE 4.896 (4.478)] [KD 4.737 (4.250)] +2024-10-15 07:36:31,580 - Train: 5.20% [65050/1251000] [52.0/1000.0] [batch_t 0.361 (0.398)] [data_t 0.015] [optim_t 0.345] [lr 0.002980] [CE 4.011 (4.445)] [KD 4.099 (4.175)] +2024-10-15 07:36:32,307 - ==> Total time: 7:54:40 Eta: 6 days, 0:13:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 07:36:56,672 - Train: 5.20% [65100/1251000] [52.0/1000.0] [batch_t 0.384 (0.480)] [data_t 0.016] [optim_t 0.368] [lr 0.002980] [CE 4.694 (4.426)] [KD 4.199 (4.128)] +2024-10-15 07:37:18,412 - Train: 5.21% [65150/1251000] [52.1/1000.0] [batch_t 0.454 (0.435)] [data_t 0.015] [optim_t 0.439] [lr 0.002980] [CE 4.191 (4.417)] [KD 3.962 (4.090)] +2024-10-15 07:37:38,839 - Train: 5.21% [65200/1251000] [52.1/1000.0] [batch_t 0.418 (0.408)] [data_t 0.015] [optim_t 0.403] [lr 0.002980] [CE 4.332 (4.418)] [KD 3.852 (4.107)] +2024-10-15 07:37:59,347 - Train: 5.22% [65250/1251000] [52.2/1000.0] [batch_t 0.383 (0.410)] [data_t 0.015] [optim_t 0.367] [lr 0.002980] [CE 4.652 (4.427)] [KD 4.185 (4.176)] +2024-10-15 07:38:20,101 - Train: 5.22% [65300/1251000] [52.2/1000.0] [batch_t 0.414 (0.415)] [data_t 0.015] [optim_t 0.398] [lr 0.002980] [CE 4.302 (4.461)] [KD 4.086 (4.164)] +2024-10-15 07:38:41,150 - Train: 5.22% [65350/1251000] [52.2/1000.0] [batch_t 0.437 (0.421)] [data_t 0.016] [optim_t 0.421] [lr 0.002980] [CE 4.329 (4.464)] [KD 4.004 (4.152)] +2024-10-15 07:39:02,485 - Train: 5.23% [65400/1251000] [52.3/1000.0] [batch_t 0.389 (0.427)] [data_t 0.015] [optim_t 0.373] [lr 0.002980] [CE 4.909 (4.481)] [KD 4.608 (4.211)] +2024-10-15 07:39:23,022 - Train: 5.23% [65450/1251000] [52.3/1000.0] [batch_t 0.396 (0.411)] [data_t 0.015] [optim_t 0.381] [lr 0.002980] [CE 4.380 (4.460)] [KD 3.950 (4.098)] +2024-10-15 07:39:43,710 - Train: 5.24% [65500/1251000] [52.4/1000.0] [batch_t 0.388 (0.414)] [data_t 0.016] [optim_t 0.373] [lr 0.002980] [CE 4.826 (4.394)] [KD 4.586 (4.061)] +2024-10-15 07:40:05,956 - Train: 5.24% [65550/1251000] [52.4/1000.0] [batch_t 0.366 (0.445)] [data_t 0.016] [optim_t 0.350] [lr 0.002980] [CE 4.499 (4.424)] [KD 4.100 (4.192)] +2024-10-15 07:40:26,642 - Train: 5.24% [65600/1251000] [52.4/1000.0] [batch_t 0.446 (0.414)] [data_t 0.016] [optim_t 0.430] [lr 0.002980] [CE 4.479 (4.444)] [KD 4.430 (4.295)] +2024-10-15 07:40:47,458 - Train: 5.25% [65650/1251000] [52.5/1000.0] [batch_t 0.390 (0.416)] [data_t 0.016] [optim_t 0.375] [lr 0.002980] [CE 4.384 (4.480)] [KD 4.345 (4.257)] +2024-10-15 07:41:08,173 - Train: 5.25% [65700/1251000] [52.5/1000.0] [batch_t 0.438 (0.414)] [data_t 0.015] [optim_t 0.422] [lr 0.002980] [CE 4.816 (4.441)] [KD 4.487 (4.183)] +2024-10-15 07:41:29,110 - Train: 5.26% [65750/1251000] [52.6/1000.0] [batch_t 0.410 (0.419)] [data_t 0.015] [optim_t 0.394] [lr 0.002980] [CE 4.549 (4.481)] [KD 4.092 (4.246)] +2024-10-15 07:41:49,717 - Train: 5.26% [65800/1251000] [52.6/1000.0] [batch_t 0.371 (0.412)] [data_t 0.016] [optim_t 0.355] [lr 0.002980] [CE 4.450 (4.457)] [KD 4.245 (4.119)] +2024-10-15 07:42:10,865 - Train: 5.26% [65850/1251000] [52.6/1000.0] [batch_t 0.469 (0.423)] [data_t 0.015] [optim_t 0.453] [lr 0.002980] [CE 4.457 (4.432)] [KD 4.282 (4.122)] +2024-10-15 07:42:32,153 - Train: 5.27% [65900/1251000] [52.7/1000.0] [batch_t 0.452 (0.426)] [data_t 0.016] [optim_t 0.436] [lr 0.002980] [CE 4.240 (4.407)] [KD 4.054 (4.128)] +2024-10-15 07:42:53,614 - Train: 5.27% [65950/1251000] [52.7/1000.0] [batch_t 0.451 (0.429)] [data_t 0.016] [optim_t 0.435] [lr 0.002980] [CE 4.522 (4.461)] [KD 4.041 (4.168)] +2024-10-15 07:43:14,914 - Train: 5.28% [66000/1251000] [52.8/1000.0] [batch_t 0.428 (0.426)] [data_t 0.016] [optim_t 0.412] [lr 0.002980] [CE 4.165 (4.501)] [KD 4.120 (4.205)] +2024-10-15 07:43:35,878 - Train: 5.28% [66050/1251000] [52.8/1000.0] [batch_t 0.416 (0.419)] [data_t 0.016] [optim_t 0.401] [lr 0.002980] [CE 4.659 (4.457)] [KD 4.429 (4.216)] +2024-10-15 07:43:56,540 - Train: 5.28% [66100/1251000] [52.8/1000.0] [batch_t 0.377 (0.413)] [data_t 0.016] [optim_t 0.362] [lr 0.002980] [CE 4.319 (4.454)] [KD 4.056 (4.258)] +2024-10-15 07:44:17,753 - Train: 5.29% [66150/1251000] [52.9/1000.0] [batch_t 0.458 (0.424)] [data_t 0.016] [optim_t 0.442] [lr 0.002980] [CE 4.339 (4.534)] [KD 4.275 (4.225)] +2024-10-15 07:44:38,791 - Train: 5.29% [66200/1251000] [52.9/1000.0] [batch_t 0.436 (0.421)] [data_t 0.016] [optim_t 0.421] [lr 0.002980] [CE 4.319 (4.389)] [KD 4.094 (4.169)] +2024-10-15 07:44:59,884 - Train: 5.30% [66250/1251000] [53.0/1000.0] [batch_t 0.387 (0.422)] [data_t 0.016] [optim_t 0.371] [lr 0.002979] [CE 4.693 (4.505)] [KD 4.323 (4.176)] +2024-10-15 07:45:20,033 - Train: 5.30% [66300/1251000] [53.0/1000.0] [batch_t 0.359 (0.403)] [data_t 0.015] [optim_t 0.344] [lr 0.002979] [CE 4.307 (4.465)] [KD 4.275 (4.161)] +2024-10-15 07:45:21,118 - ==> Total time: 8:03:29 Eta: 5 days, 23:59:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 07:45:45,038 - Train: 5.30% [66350/1251000] [53.0/1000.0] [batch_t 0.484 (0.476)] [data_t 0.138] [optim_t 0.346] [lr 0.002979] [CE 4.237 (4.406)] [KD 3.956 (4.133)] +2024-10-15 07:46:05,650 - Train: 5.31% [66400/1251000] [53.1/1000.0] [batch_t 0.364 (0.412)] [data_t 0.015] [optim_t 0.349] [lr 0.002979] [CE 4.531 (4.364)] [KD 4.200 (4.092)] +2024-10-15 07:46:27,606 - Train: 5.31% [66450/1251000] [53.1/1000.0] [batch_t 0.429 (0.439)] [data_t 0.086] [optim_t 0.342] [lr 0.002979] [CE 4.404 (4.394)] [KD 3.987 (4.023)] +2024-10-15 07:46:48,641 - Train: 5.32% [66500/1251000] [53.2/1000.0] [batch_t 0.416 (0.421)] [data_t 0.073] [optim_t 0.344] [lr 0.002979] [CE 5.009 (4.424)] [KD 4.584 (4.153)] +2024-10-15 07:47:09,781 - Train: 5.32% [66550/1251000] [53.2/1000.0] [batch_t 0.417 (0.423)] [data_t 0.073] [optim_t 0.344] [lr 0.002979] [CE 4.772 (4.455)] [KD 4.193 (4.082)] +2024-10-15 07:47:30,833 - Train: 5.32% [66600/1251000] [53.2/1000.0] [batch_t 0.365 (0.421)] [data_t 0.015] [optim_t 0.349] [lr 0.002979] [CE 4.466 (4.423)] [KD 3.942 (4.093)] +2024-10-15 07:47:51,935 - Train: 5.33% [66650/1251000] [53.3/1000.0] [batch_t 0.418 (0.422)] [data_t 0.076] [optim_t 0.341] [lr 0.002979] [CE 4.494 (4.418)] [KD 4.053 (4.194)] +2024-10-15 07:48:12,757 - Train: 5.33% [66700/1251000] [53.3/1000.0] [batch_t 0.415 (0.416)] [data_t 0.072] [optim_t 0.343] [lr 0.002979] [CE 4.327 (4.394)] [KD 4.238 (4.133)] +2024-10-15 07:48:33,519 - Train: 5.34% [66750/1251000] [53.4/1000.0] [batch_t 0.363 (0.415)] [data_t 0.015] [optim_t 0.348] [lr 0.002979] [CE 4.407 (4.460)] [KD 4.043 (4.176)] +2024-10-15 07:48:54,760 - Train: 5.34% [66800/1251000] [53.4/1000.0] [batch_t 0.436 (0.425)] [data_t 0.015] [optim_t 0.421] [lr 0.002979] [CE 4.219 (4.446)] [KD 3.841 (4.099)] +2024-10-15 07:49:16,727 - Train: 5.34% [66850/1251000] [53.4/1000.0] [batch_t 0.410 (0.439)] [data_t 0.015] [optim_t 0.394] [lr 0.002979] [CE 4.192 (4.473)] [KD 4.196 (4.175)] +2024-10-15 07:49:38,719 - Train: 5.35% [66900/1251000] [53.5/1000.0] [batch_t 0.426 (0.440)] [data_t 0.015] [optim_t 0.411] [lr 0.002979] [CE 4.801 (4.445)] [KD 4.343 (4.161)] +2024-10-15 07:50:00,493 - Train: 5.35% [66950/1251000] [53.5/1000.0] [batch_t 0.434 (0.435)] [data_t 0.015] [optim_t 0.419] [lr 0.002979] [CE 4.315 (4.437)] [KD 4.030 (4.157)] +2024-10-15 07:50:21,286 - Train: 5.36% [67000/1251000] [53.6/1000.0] [batch_t 0.401 (0.416)] [data_t 0.015] [optim_t 0.386] [lr 0.002979] [CE 4.125 (4.424)] [KD 4.121 (4.196)] +2024-10-15 07:50:41,775 - Train: 5.36% [67050/1251000] [53.6/1000.0] [batch_t 0.407 (0.410)] [data_t 0.015] [optim_t 0.392] [lr 0.002979] [CE 4.015 (4.437)] [KD 3.894 (4.151)] +2024-10-15 07:51:02,949 - Train: 5.36% [67100/1251000] [53.6/1000.0] [batch_t 0.458 (0.423)] [data_t 0.016] [optim_t 0.442] [lr 0.002979] [CE 4.026 (4.428)] [KD 4.111 (4.238)] +2024-10-15 07:51:23,865 - Train: 5.37% [67150/1251000] [53.7/1000.0] [batch_t 0.373 (0.418)] [data_t 0.015] [optim_t 0.358] [lr 0.002979] [CE 4.855 (4.451)] [KD 4.398 (4.161)] +2024-10-15 07:51:44,644 - Train: 5.37% [67200/1251000] [53.7/1000.0] [batch_t 0.371 (0.415)] [data_t 0.016] [optim_t 0.355] [lr 0.002979] [CE 4.625 (4.445)] [KD 4.074 (4.162)] +2024-10-15 07:52:05,504 - Train: 5.38% [67250/1251000] [53.8/1000.0] [batch_t 0.410 (0.417)] [data_t 0.016] [optim_t 0.395] [lr 0.002979] [CE 4.752 (4.462)] [KD 4.361 (4.184)] +2024-10-15 07:52:27,044 - Train: 5.38% [67300/1251000] [53.8/1000.0] [batch_t 0.523 (0.431)] [data_t 0.016] [optim_t 0.508] [lr 0.002979] [CE 4.469 (4.429)] [KD 4.115 (4.148)] +2024-10-15 07:52:48,269 - Train: 5.38% [67350/1251000] [53.8/1000.0] [batch_t 0.479 (0.424)] [data_t 0.015] [optim_t 0.463] [lr 0.002979] [CE 4.315 (4.465)] [KD 4.106 (4.166)] +2024-10-15 07:53:09,302 - Train: 5.39% [67400/1251000] [53.9/1000.0] [batch_t 0.435 (0.421)] [data_t 0.015] [optim_t 0.419] [lr 0.002979] [CE 5.051 (4.408)] [KD 4.743 (4.177)] +2024-10-15 07:53:30,596 - Train: 5.39% [67450/1251000] [53.9/1000.0] [batch_t 0.383 (0.426)] [data_t 0.016] [optim_t 0.368] [lr 0.002979] [CE 4.550 (4.458)] [KD 4.262 (4.165)] +2024-10-15 07:53:52,052 - Train: 5.40% [67500/1251000] [54.0/1000.0] [batch_t 0.431 (0.429)] [data_t 0.016] [optim_t 0.415] [lr 0.002979] [CE 4.490 (4.391)] [KD 4.180 (4.187)] +2024-10-15 07:54:13,060 - Train: 5.40% [67550/1251000] [54.0/1000.0] [batch_t 0.357 (0.420)] [data_t 0.015] [optim_t 0.342] [lr 0.002979] [CE 4.623 (4.454)] [KD 4.346 (4.168)] +2024-10-15 07:54:14,497 - ==> Total time: 8:12:23 Eta: 5 days, 23:45:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 07:54:38,499 - Train: 5.40% [67600/1251000] [54.0/1000.0] [batch_t 0.368 (0.492)] [data_t 0.015] [optim_t 0.353] [lr 0.002979] [CE 3.630 (4.391)] [KD 3.739 (4.182)] +2024-10-15 07:55:00,414 - Train: 5.41% [67650/1251000] [54.1/1000.0] [batch_t 0.450 (0.438)] [data_t 0.015] [optim_t 0.435] [lr 0.002979] [CE 4.360 (4.376)] [KD 4.043 (4.198)] +2024-10-15 07:55:21,439 - Train: 5.41% [67700/1251000] [54.1/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002979] [CE 4.451 (4.420)] [KD 4.194 (4.160)] +2024-10-15 07:55:42,473 - Train: 5.42% [67750/1251000] [54.2/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.002979] [CE 4.301 (4.405)] [KD 4.127 (4.122)] +2024-10-15 07:56:03,983 - Train: 5.42% [67800/1251000] [54.2/1000.0] [batch_t 0.495 (0.430)] [data_t 0.015] [optim_t 0.480] [lr 0.002979] [CE 4.394 (4.440)] [KD 3.807 (4.148)] +2024-10-15 07:56:25,635 - Train: 5.42% [67850/1251000] [54.2/1000.0] [batch_t 0.452 (0.433)] [data_t 0.015] [optim_t 0.437] [lr 0.002978] [CE 4.292 (4.466)] [KD 3.837 (4.117)] +2024-10-15 07:56:46,740 - Train: 5.43% [67900/1251000] [54.3/1000.0] [batch_t 0.427 (0.422)] [data_t 0.015] [optim_t 0.412] [lr 0.002978] [CE 4.002 (4.428)] [KD 3.641 (4.107)] +2024-10-15 07:57:08,497 - Train: 5.43% [67950/1251000] [54.3/1000.0] [batch_t 0.447 (0.435)] [data_t 0.015] [optim_t 0.431] [lr 0.002978] [CE 4.409 (4.461)] [KD 3.871 (4.215)] +2024-10-15 07:57:30,091 - Train: 5.44% [68000/1251000] [54.4/1000.0] [batch_t 0.411 (0.432)] [data_t 0.015] [optim_t 0.396] [lr 0.002978] [CE 4.721 (4.459)] [KD 4.330 (4.075)] +2024-10-15 07:57:51,889 - Train: 5.44% [68050/1251000] [54.4/1000.0] [batch_t 0.512 (0.436)] [data_t 0.015] [optim_t 0.497] [lr 0.002978] [CE 3.882 (4.413)] [KD 4.051 (4.209)] +2024-10-15 07:58:13,473 - Train: 5.44% [68100/1251000] [54.4/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.002978] [CE 4.507 (4.423)] [KD 4.139 (4.208)] +2024-10-15 07:58:35,214 - Train: 5.45% [68150/1251000] [54.5/1000.0] [batch_t 0.475 (0.435)] [data_t 0.015] [optim_t 0.460] [lr 0.002978] [CE 4.611 (4.430)] [KD 4.453 (4.196)] +2024-10-15 07:58:56,756 - Train: 5.45% [68200/1251000] [54.5/1000.0] [batch_t 0.360 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.002978] [CE 4.620 (4.445)] [KD 4.161 (4.175)] +2024-10-15 07:59:18,495 - Train: 5.46% [68250/1251000] [54.6/1000.0] [batch_t 0.502 (0.435)] [data_t 0.016] [optim_t 0.486] [lr 0.002978] [CE 4.732 (4.447)] [KD 3.908 (4.131)] +2024-10-15 07:59:39,816 - Train: 5.46% [68300/1251000] [54.6/1000.0] [batch_t 0.401 (0.426)] [data_t 0.015] [optim_t 0.386] [lr 0.002978] [CE 4.416 (4.450)] [KD 4.492 (4.228)] +2024-10-15 08:00:01,438 - Train: 5.46% [68350/1251000] [54.6/1000.0] [batch_t 0.430 (0.432)] [data_t 0.016] [optim_t 0.414] [lr 0.002978] [CE 4.452 (4.440)] [KD 4.228 (4.135)] +2024-10-15 08:00:22,683 - Train: 5.47% [68400/1251000] [54.7/1000.0] [batch_t 0.403 (0.425)] [data_t 0.015] [optim_t 0.387] [lr 0.002978] [CE 4.472 (4.451)] [KD 4.144 (4.143)] +2024-10-15 08:00:43,609 - Train: 5.47% [68450/1251000] [54.7/1000.0] [batch_t 0.362 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.002978] [CE 4.826 (4.438)] [KD 4.213 (4.157)] +2024-10-15 08:01:04,881 - Train: 5.48% [68500/1251000] [54.8/1000.0] [batch_t 0.462 (0.425)] [data_t 0.015] [optim_t 0.447] [lr 0.002978] [CE 4.298 (4.407)] [KD 4.250 (4.131)] +2024-10-15 08:01:26,173 - Train: 5.48% [68550/1251000] [54.8/1000.0] [batch_t 0.404 (0.426)] [data_t 0.015] [optim_t 0.389] [lr 0.002978] [CE 4.761 (4.380)] [KD 4.261 (4.147)] +2024-10-15 08:01:47,439 - Train: 5.48% [68600/1251000] [54.8/1000.0] [batch_t 0.363 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.002978] [CE 4.581 (4.403)] [KD 4.309 (4.194)] +2024-10-15 08:02:09,128 - Train: 5.49% [68650/1251000] [54.9/1000.0] [batch_t 0.460 (0.434)] [data_t 0.015] [optim_t 0.445] [lr 0.002978] [CE 4.770 (4.447)] [KD 4.109 (4.149)] +2024-10-15 08:02:30,878 - Train: 5.49% [68700/1251000] [54.9/1000.0] [batch_t 0.406 (0.435)] [data_t 0.015] [optim_t 0.390] [lr 0.002978] [CE 3.959 (4.388)] [KD 3.975 (4.226)] +2024-10-15 08:02:52,178 - Train: 5.50% [68750/1251000] [55.0/1000.0] [batch_t 0.408 (0.426)] [data_t 0.016] [optim_t 0.393] [lr 0.002978] [CE 4.033 (4.427)] [KD 4.042 (4.175)] +2024-10-15 08:03:12,964 - Train: 5.50% [68800/1251000] [55.0/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.002978] [CE 4.572 (4.415)] [KD 4.174 (4.178)] +2024-10-15 08:03:36,410 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 36540] [top5_cnt 45746] [top_all 50000] +2024-10-15 08:03:36,411 - net: 73.080 (91.492) +2024-10-15 08:03:57,865 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 38734] [top5_cnt 46910] [top_all 50000] +2024-10-15 08:03:57,866 - net_E: 77.468 (93.820) +2024-10-15 08:03:57,997 - Max [top1: 73.080 (epoch: 55)] [top1-ema: 77.468 (epoch: 55)] +2024-10-15 08:03:57,998 - ==> Total time: 8:22:06 Eta: 5 days, 23:47:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 08:04:26,314 - Train: 5.50% [68850/1251000] [55.0/1000.0] [batch_t 0.439 (0.428)] [data_t 0.099] [optim_t 0.340] [lr 0.002978] [CE 4.477 (4.364)] [KD 4.028 (4.082)] +2024-10-15 08:04:48,325 - Train: 5.51% [68900/1251000] [55.1/1000.0] [batch_t 0.476 (0.440)] [data_t 0.136] [optim_t 0.340] [lr 0.002978] [CE 4.340 (4.378)] [KD 4.009 (4.093)] +2024-10-15 08:05:10,290 - Train: 5.51% [68950/1251000] [55.1/1000.0] [batch_t 0.403 (0.439)] [data_t 0.061] [optim_t 0.342] [lr 0.002978] [CE 3.866 (4.393)] [KD 3.952 (4.132)] +2024-10-15 08:05:32,309 - Train: 5.52% [69000/1251000] [55.2/1000.0] [batch_t 0.454 (0.440)] [data_t 0.111] [optim_t 0.344] [lr 0.002978] [CE 4.745 (4.476)] [KD 4.174 (4.128)] +2024-10-15 08:05:54,096 - Train: 5.52% [69050/1251000] [55.2/1000.0] [batch_t 0.438 (0.436)] [data_t 0.093] [optim_t 0.345] [lr 0.002978] [CE 3.711 (4.350)] [KD 3.838 (4.143)] +2024-10-15 08:06:14,554 - Train: 5.52% [69100/1251000] [55.2/1000.0] [batch_t 0.433 (0.409)] [data_t 0.091] [optim_t 0.342] [lr 0.002978] [CE 4.757 (4.493)] [KD 4.123 (4.151)] +2024-10-15 08:06:35,465 - Train: 5.53% [69150/1251000] [55.3/1000.0] [batch_t 0.509 (0.418)] [data_t 0.047] [optim_t 0.462] [lr 0.002978] [CE 4.182 (4.315)] [KD 3.837 (4.076)] +2024-10-15 08:06:56,144 - Train: 5.53% [69200/1251000] [55.3/1000.0] [batch_t 0.375 (0.413)] [data_t 0.030] [optim_t 0.345] [lr 0.002978] [CE 4.556 (4.440)] [KD 4.157 (4.129)] +2024-10-15 08:07:17,622 - Train: 5.54% [69250/1251000] [55.4/1000.0] [batch_t 0.451 (0.429)] [data_t 0.015] [optim_t 0.436] [lr 0.002978] [CE 4.495 (4.375)] [KD 4.317 (4.056)] +2024-10-15 08:07:39,614 - Train: 5.54% [69300/1251000] [55.4/1000.0] [batch_t 0.450 (0.440)] [data_t 0.015] [optim_t 0.435] [lr 0.002978] [CE 4.531 (4.431)] [KD 4.236 (4.197)] +2024-10-15 08:08:01,292 - Train: 5.54% [69350/1251000] [55.4/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.347] [lr 0.002978] [CE 4.181 (4.435)] [KD 3.970 (4.143)] +2024-10-15 08:08:21,416 - Train: 5.55% [69400/1251000] [55.5/1000.0] [batch_t 0.366 (0.402)] [data_t 0.015] [optim_t 0.350] [lr 0.002978] [CE 4.432 (4.444)] [KD 4.047 (4.186)] +2024-10-15 08:08:43,261 - Train: 5.55% [69450/1251000] [55.5/1000.0] [batch_t 0.443 (0.437)] [data_t 0.015] [optim_t 0.428] [lr 0.002977] [CE 4.652 (4.431)] [KD 4.213 (4.133)] +2024-10-15 08:09:04,631 - Train: 5.56% [69500/1251000] [55.6/1000.0] [batch_t 0.475 (0.427)] [data_t 0.015] [optim_t 0.459] [lr 0.002977] [CE 4.459 (4.445)] [KD 4.167 (4.108)] +2024-10-15 08:09:25,028 - Train: 5.56% [69550/1251000] [55.6/1000.0] [batch_t 0.402 (0.408)] [data_t 0.016] [optim_t 0.386] [lr 0.002977] [CE 3.822 (4.432)] [KD 3.938 (4.123)] +2024-10-15 08:09:46,046 - Train: 5.56% [69600/1251000] [55.6/1000.0] [batch_t 0.486 (0.420)] [data_t 0.015] [optim_t 0.471] [lr 0.002977] [CE 4.270 (4.421)] [KD 4.162 (4.101)] +2024-10-15 08:10:07,042 - Train: 5.57% [69650/1251000] [55.7/1000.0] [batch_t 0.375 (0.420)] [data_t 0.015] [optim_t 0.360] [lr 0.002977] [CE 3.988 (4.429)] [KD 4.065 (4.108)] +2024-10-15 08:10:28,570 - Train: 5.57% [69700/1251000] [55.7/1000.0] [batch_t 0.474 (0.430)] [data_t 0.015] [optim_t 0.459] [lr 0.002977] [CE 3.893 (4.420)] [KD 3.669 (4.114)] +2024-10-15 08:10:50,092 - Train: 5.58% [69750/1251000] [55.8/1000.0] [batch_t 0.434 (0.430)] [data_t 0.015] [optim_t 0.418] [lr 0.002977] [CE 4.670 (4.494)] [KD 4.299 (4.186)] +2024-10-15 08:11:11,406 - Train: 5.58% [69800/1251000] [55.8/1000.0] [batch_t 0.443 (0.426)] [data_t 0.016] [optim_t 0.428] [lr 0.002977] [CE 4.482 (4.368)] [KD 4.186 (4.187)] +2024-10-15 08:11:32,779 - Train: 5.58% [69850/1251000] [55.8/1000.0] [batch_t 0.462 (0.427)] [data_t 0.016] [optim_t 0.447] [lr 0.002977] [CE 4.569 (4.469)] [KD 4.109 (4.160)] +2024-10-15 08:11:54,203 - Train: 5.59% [69900/1251000] [55.9/1000.0] [batch_t 0.409 (0.428)] [data_t 0.016] [optim_t 0.393] [lr 0.002977] [CE 4.267 (4.394)] [KD 4.155 (4.178)] +2024-10-15 08:12:15,526 - Train: 5.59% [69950/1251000] [55.9/1000.0] [batch_t 0.496 (0.426)] [data_t 0.015] [optim_t 0.481] [lr 0.002977] [CE 4.722 (4.459)] [KD 4.164 (4.179)] +2024-10-15 08:12:36,930 - Train: 5.60% [70000/1251000] [56.0/1000.0] [batch_t 0.361 (0.428)] [data_t 0.015] [optim_t 0.345] [lr 0.002977] [CE 4.639 (4.512)] [KD 4.239 (4.252)] +2024-10-15 08:12:58,025 - Train: 5.60% [70050/1251000] [56.0/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.002977] [CE 4.582 (4.407)] [KD 4.361 (4.166)] +2024-10-15 08:13:00,183 - ==> Total time: 8:31:08 Eta: 5 days, 23:36:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 08:13:22,536 - Train: 5.60% [70100/1251000] [56.0/1000.0] [batch_t 0.360 (0.478)] [data_t 0.015] [optim_t 0.345] [lr 0.002977] [CE 4.551 (4.421)] [KD 3.894 (4.159)] +2024-10-15 08:13:43,011 - Train: 5.61% [70150/1251000] [56.1/1000.0] [batch_t 0.442 (0.409)] [data_t 0.016] [optim_t 0.426] [lr 0.002977] [CE 4.236 (4.349)] [KD 3.755 (4.029)] +2024-10-15 08:14:03,772 - Train: 5.61% [70200/1251000] [56.1/1000.0] [batch_t 0.470 (0.415)] [data_t 0.015] [optim_t 0.454] [lr 0.002977] [CE 4.184 (4.452)] [KD 3.841 (4.089)] +2024-10-15 08:14:24,672 - Train: 5.62% [70250/1251000] [56.2/1000.0] [batch_t 0.414 (0.418)] [data_t 0.015] [optim_t 0.399] [lr 0.002977] [CE 4.723 (4.462)] [KD 4.270 (4.130)] +2024-10-15 08:14:45,603 - Train: 5.62% [70300/1251000] [56.2/1000.0] [batch_t 0.441 (0.419)] [data_t 0.015] [optim_t 0.426] [lr 0.002977] [CE 4.795 (4.325)] [KD 4.001 (4.045)] +2024-10-15 08:15:06,237 - Train: 5.62% [70350/1251000] [56.2/1000.0] [batch_t 0.417 (0.413)] [data_t 0.016] [optim_t 0.402] [lr 0.002977] [CE 4.570 (4.431)] [KD 4.248 (4.078)] +2024-10-15 08:15:27,355 - Train: 5.63% [70400/1251000] [56.3/1000.0] [batch_t 0.422 (0.422)] [data_t 0.015] [optim_t 0.406] [lr 0.002977] [CE 4.487 (4.432)] [KD 4.137 (4.214)] +2024-10-15 08:15:48,124 - Train: 5.63% [70450/1251000] [56.3/1000.0] [batch_t 0.369 (0.415)] [data_t 0.015] [optim_t 0.354] [lr 0.002977] [CE 4.211 (4.438)] [KD 4.007 (4.092)] +2024-10-15 08:16:09,024 - Train: 5.64% [70500/1251000] [56.4/1000.0] [batch_t 0.388 (0.418)] [data_t 0.015] [optim_t 0.372] [lr 0.002977] [CE 4.361 (4.456)] [KD 4.528 (4.144)] +2024-10-15 08:16:29,814 - Train: 5.64% [70550/1251000] [56.4/1000.0] [batch_t 0.431 (0.416)] [data_t 0.015] [optim_t 0.416] [lr 0.002977] [CE 4.845 (4.412)] [KD 4.047 (4.134)] +2024-10-15 08:16:50,714 - Train: 5.64% [70600/1251000] [56.4/1000.0] [batch_t 0.412 (0.418)] [data_t 0.015] [optim_t 0.396] [lr 0.002977] [CE 4.024 (4.379)] [KD 4.121 (4.102)] +2024-10-15 08:17:11,510 - Train: 5.65% [70650/1251000] [56.5/1000.0] [batch_t 0.474 (0.416)] [data_t 0.015] [optim_t 0.459] [lr 0.002977] [CE 4.598 (4.410)] [KD 4.198 (4.053)] +2024-10-15 08:17:32,225 - Train: 5.65% [70700/1251000] [56.5/1000.0] [batch_t 0.425 (0.414)] [data_t 0.015] [optim_t 0.410] [lr 0.002977] [CE 4.664 (4.446)] [KD 4.274 (4.096)] +2024-10-15 08:17:52,875 - Train: 5.66% [70750/1251000] [56.6/1000.0] [batch_t 0.418 (0.413)] [data_t 0.015] [optim_t 0.402] [lr 0.002977] [CE 4.947 (4.402)] [KD 4.429 (4.114)] +2024-10-15 08:18:13,833 - Train: 5.66% [70800/1251000] [56.6/1000.0] [batch_t 0.427 (0.419)] [data_t 0.016] [optim_t 0.411] [lr 0.002977] [CE 4.363 (4.406)] [KD 4.236 (4.140)] +2024-10-15 08:18:34,780 - Train: 5.66% [70850/1251000] [56.6/1000.0] [batch_t 0.430 (0.419)] [data_t 0.015] [optim_t 0.414] [lr 0.002977] [CE 4.570 (4.394)] [KD 3.947 (4.121)] +2024-10-15 08:18:55,684 - Train: 5.67% [70900/1251000] [56.7/1000.0] [batch_t 0.394 (0.418)] [data_t 0.015] [optim_t 0.379] [lr 0.002977] [CE 4.073 (4.467)] [KD 3.761 (4.131)] +2024-10-15 08:19:16,555 - Train: 5.67% [70950/1251000] [56.7/1000.0] [batch_t 0.362 (0.417)] [data_t 0.016] [optim_t 0.346] [lr 0.002976] [CE 4.713 (4.369)] [KD 4.078 (4.108)] +2024-10-15 08:19:37,784 - Train: 5.68% [71000/1251000] [56.8/1000.0] [batch_t 0.450 (0.424)] [data_t 0.015] [optim_t 0.434] [lr 0.002976] [CE 4.512 (4.448)] [KD 4.244 (4.139)] +2024-10-15 08:19:58,660 - Train: 5.68% [71050/1251000] [56.8/1000.0] [batch_t 0.395 (0.417)] [data_t 0.015] [optim_t 0.380] [lr 0.002976] [CE 4.681 (4.441)] [KD 4.207 (4.184)] +2024-10-15 08:20:19,487 - Train: 5.68% [71100/1251000] [56.8/1000.0] [batch_t 0.400 (0.416)] [data_t 0.015] [optim_t 0.385] [lr 0.002976] [CE 4.122 (4.374)] [KD 3.968 (4.157)] +2024-10-15 08:20:40,562 - Train: 5.69% [71150/1251000] [56.9/1000.0] [batch_t 0.400 (0.421)] [data_t 0.015] [optim_t 0.385] [lr 0.002976] [CE 4.579 (4.504)] [KD 4.095 (4.194)] +2024-10-15 08:21:01,530 - Train: 5.69% [71200/1251000] [56.9/1000.0] [batch_t 0.404 (0.419)] [data_t 0.016] [optim_t 0.389] [lr 0.002976] [CE 4.703 (4.473)] [KD 4.143 (4.166)] +2024-10-15 08:21:22,731 - Train: 5.70% [71250/1251000] [57.0/1000.0] [batch_t 0.389 (0.424)] [data_t 0.015] [optim_t 0.374] [lr 0.002976] [CE 4.731 (4.379)] [KD 4.129 (4.145)] +2024-10-15 08:21:43,768 - Train: 5.70% [71300/1251000] [57.0/1000.0] [batch_t 0.359 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.002976] [CE 4.501 (4.510)] [KD 4.176 (4.179)] +2024-10-15 08:21:46,405 - ==> Total time: 8:39:55 Eta: 5 days, 23:21:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 08:22:08,619 - Train: 5.70% [71350/1251000] [57.0/1000.0] [batch_t 0.359 (0.483)] [data_t 0.015] [optim_t 0.344] [lr 0.002976] [CE 4.922 (4.431)] [KD 4.305 (4.168)] +2024-10-15 08:22:29,208 - Train: 5.71% [71400/1251000] [57.1/1000.0] [batch_t 0.373 (0.412)] [data_t 0.016] [optim_t 0.357] [lr 0.002976] [CE 4.294 (4.409)] [KD 3.852 (4.070)] +2024-10-15 08:22:50,341 - Train: 5.71% [71450/1251000] [57.1/1000.0] [batch_t 0.397 (0.423)] [data_t 0.015] [optim_t 0.381] [lr 0.002976] [CE 4.525 (4.468)] [KD 3.960 (4.072)] +2024-10-15 08:23:11,830 - Train: 5.72% [71500/1251000] [57.2/1000.0] [batch_t 0.402 (0.430)] [data_t 0.015] [optim_t 0.387] [lr 0.002976] [CE 4.308 (4.438)] [KD 4.005 (4.085)] +2024-10-15 08:23:33,693 - Train: 5.72% [71550/1251000] [57.2/1000.0] [batch_t 0.366 (0.437)] [data_t 0.015] [optim_t 0.351] [lr 0.002976] [CE 4.205 (4.387)] [KD 3.952 (4.006)] +2024-10-15 08:23:55,496 - Train: 5.72% [71600/1251000] [57.2/1000.0] [batch_t 0.423 (0.436)] [data_t 0.015] [optim_t 0.408] [lr 0.002976] [CE 4.227 (4.439)] [KD 3.776 (4.039)] +2024-10-15 08:24:17,476 - Train: 5.73% [71650/1251000] [57.3/1000.0] [batch_t 0.368 (0.440)] [data_t 0.015] [optim_t 0.353] [lr 0.002976] [CE 4.499 (4.431)] [KD 3.894 (4.143)] +2024-10-15 08:24:39,054 - Train: 5.73% [71700/1251000] [57.3/1000.0] [batch_t 0.359 (0.431)] [data_t 0.015] [optim_t 0.344] [lr 0.002976] [CE 4.370 (4.472)] [KD 4.291 (4.190)] +2024-10-15 08:25:00,126 - Train: 5.74% [71750/1251000] [57.4/1000.0] [batch_t 0.366 (0.421)] [data_t 0.015] [optim_t 0.350] [lr 0.002976] [CE 4.646 (4.423)] [KD 3.972 (4.154)] +2024-10-15 08:25:21,408 - Train: 5.74% [71800/1251000] [57.4/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.002976] [CE 4.157 (4.415)] [KD 4.014 (4.162)] +2024-10-15 08:25:42,824 - Train: 5.74% [71850/1251000] [57.4/1000.0] [batch_t 0.423 (0.428)] [data_t 0.015] [optim_t 0.408] [lr 0.002976] [CE 4.346 (4.493)] [KD 3.975 (4.250)] +2024-10-15 08:26:04,221 - Train: 5.75% [71900/1251000] [57.5/1000.0] [batch_t 0.403 (0.428)] [data_t 0.015] [optim_t 0.388] [lr 0.002976] [CE 4.502 (4.384)] [KD 4.138 (4.093)] +2024-10-15 08:26:25,379 - Train: 5.75% [71950/1251000] [57.5/1000.0] [batch_t 0.367 (0.423)] [data_t 0.015] [optim_t 0.351] [lr 0.002976] [CE 4.323 (4.451)] [KD 4.082 (4.185)] +2024-10-15 08:26:46,555 - Train: 5.76% [72000/1251000] [57.6/1000.0] [batch_t 0.391 (0.423)] [data_t 0.016] [optim_t 0.375] [lr 0.002976] [CE 4.235 (4.456)] [KD 4.037 (4.144)] +2024-10-15 08:27:07,772 - Train: 5.76% [72050/1251000] [57.6/1000.0] [batch_t 0.438 (0.424)] [data_t 0.015] [optim_t 0.422] [lr 0.002976] [CE 5.044 (4.452)] [KD 4.485 (4.195)] +2024-10-15 08:27:29,008 - Train: 5.76% [72100/1251000] [57.6/1000.0] [batch_t 0.454 (0.425)] [data_t 0.015] [optim_t 0.438] [lr 0.002976] [CE 4.705 (4.450)] [KD 4.155 (4.159)] +2024-10-15 08:27:50,192 - Train: 5.77% [72150/1251000] [57.7/1000.0] [batch_t 0.367 (0.424)] [data_t 0.015] [optim_t 0.351] [lr 0.002976] [CE 5.027 (4.462)] [KD 4.047 (4.103)] +2024-10-15 08:28:11,184 - Train: 5.77% [72200/1251000] [57.7/1000.0] [batch_t 0.392 (0.420)] [data_t 0.015] [optim_t 0.376] [lr 0.002976] [CE 4.195 (4.420)] [KD 4.054 (4.109)] +2024-10-15 08:28:32,678 - Train: 5.78% [72250/1251000] [57.8/1000.0] [batch_t 0.406 (0.430)] [data_t 0.016] [optim_t 0.391] [lr 0.002976] [CE 4.083 (4.355)] [KD 3.918 (4.061)] +2024-10-15 08:28:53,969 - Train: 5.78% [72300/1251000] [57.8/1000.0] [batch_t 0.490 (0.426)] [data_t 0.015] [optim_t 0.474] [lr 0.002976] [CE 3.950 (4.434)] [KD 3.937 (4.109)] +2024-10-15 08:29:15,402 - Train: 5.78% [72350/1251000] [57.8/1000.0] [batch_t 0.556 (0.429)] [data_t 0.016] [optim_t 0.540] [lr 0.002976] [CE 4.738 (4.441)] [KD 4.201 (4.099)] +2024-10-15 08:29:36,567 - Train: 5.79% [72400/1251000] [57.9/1000.0] [batch_t 0.390 (0.423)] [data_t 0.015] [optim_t 0.375] [lr 0.002976] [CE 3.953 (4.384)] [KD 3.938 (4.113)] +2024-10-15 08:29:57,764 - Train: 5.79% [72450/1251000] [57.9/1000.0] [batch_t 0.392 (0.424)] [data_t 0.016] [optim_t 0.377] [lr 0.002975] [CE 4.561 (4.399)] [KD 4.329 (4.139)] +2024-10-15 08:30:19,139 - Train: 5.80% [72500/1251000] [58.0/1000.0] [batch_t 0.476 (0.427)] [data_t 0.015] [optim_t 0.461] [lr 0.002975] [CE 3.923 (4.388)] [KD 3.902 (4.097)] +2024-10-15 08:30:40,261 - Train: 5.80% [72550/1251000] [58.0/1000.0] [batch_t 0.363 (0.422)] [data_t 0.015] [optim_t 0.348] [lr 0.002975] [CE 4.113 (4.470)] [KD 3.983 (4.136)] +2024-10-15 08:30:43,294 - ==> Total time: 8:48:51 Eta: 5 days, 23:09:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 08:31:05,617 - Train: 5.80% [72600/1251000] [58.0/1000.0] [batch_t 0.358 (0.502)] [data_t 0.016] [optim_t 0.343] [lr 0.002975] [CE 3.984 (4.381)] [KD 3.904 (4.056)] +2024-10-15 08:31:26,111 - Train: 5.81% [72650/1251000] [58.1/1000.0] [batch_t 0.404 (0.410)] [data_t 0.015] [optim_t 0.388] [lr 0.002975] [CE 4.483 (4.451)] [KD 3.971 (4.134)] +2024-10-15 08:31:46,563 - Train: 5.81% [72700/1251000] [58.1/1000.0] [batch_t 0.403 (0.409)] [data_t 0.016] [optim_t 0.388] [lr 0.002975] [CE 4.609 (4.429)] [KD 4.150 (4.142)] +2024-10-15 08:32:08,242 - Train: 5.82% [72750/1251000] [58.2/1000.0] [batch_t 0.487 (0.433)] [data_t 0.015] [optim_t 0.472] [lr 0.002975] [CE 4.686 (4.419)] [KD 4.091 (4.143)] +2024-10-15 08:32:30,425 - Train: 5.82% [72800/1251000] [58.2/1000.0] [batch_t 0.501 (0.444)] [data_t 0.015] [optim_t 0.485] [lr 0.002975] [CE 4.563 (4.422)] [KD 4.134 (4.012)] +2024-10-15 08:32:51,044 - Train: 5.82% [72850/1251000] [58.2/1000.0] [batch_t 0.426 (0.412)] [data_t 0.015] [optim_t 0.411] [lr 0.002975] [CE 4.862 (4.392)] [KD 4.442 (4.098)] +2024-10-15 08:33:11,928 - Train: 5.83% [72900/1251000] [58.3/1000.0] [batch_t 0.423 (0.418)] [data_t 0.015] [optim_t 0.407] [lr 0.002975] [CE 4.733 (4.475)] [KD 4.198 (4.134)] +2024-10-15 08:33:32,603 - Train: 5.83% [72950/1251000] [58.3/1000.0] [batch_t 0.400 (0.413)] [data_t 0.015] [optim_t 0.385] [lr 0.002975] [CE 3.971 (4.404)] [KD 4.007 (4.118)] +2024-10-15 08:33:53,422 - Train: 5.84% [73000/1251000] [58.4/1000.0] [batch_t 0.418 (0.416)] [data_t 0.015] [optim_t 0.403] [lr 0.002975] [CE 4.310 (4.419)] [KD 4.175 (4.138)] +2024-10-15 08:34:13,679 - Train: 5.84% [73050/1251000] [58.4/1000.0] [batch_t 0.451 (0.405)] [data_t 0.015] [optim_t 0.435] [lr 0.002975] [CE 4.293 (4.451)] [KD 4.174 (4.119)] +2024-10-15 08:34:35,848 - Train: 5.84% [73100/1251000] [58.4/1000.0] [batch_t 0.406 (0.443)] [data_t 0.015] [optim_t 0.391] [lr 0.002975] [CE 4.688 (4.352)] [KD 3.961 (4.037)] +2024-10-15 08:34:57,536 - Train: 5.85% [73150/1251000] [58.5/1000.0] [batch_t 0.396 (0.434)] [data_t 0.015] [optim_t 0.381] [lr 0.002975] [CE 3.753 (4.416)] [KD 3.878 (4.128)] +2024-10-15 08:35:19,223 - Train: 5.85% [73200/1251000] [58.5/1000.0] [batch_t 0.464 (0.434)] [data_t 0.015] [optim_t 0.449] [lr 0.002975] [CE 4.729 (4.388)] [KD 4.349 (4.078)] +2024-10-15 08:35:40,598 - Train: 5.86% [73250/1251000] [58.6/1000.0] [batch_t 0.413 (0.427)] [data_t 0.015] [optim_t 0.398] [lr 0.002975] [CE 4.458 (4.454)] [KD 4.145 (4.146)] +2024-10-15 08:36:01,515 - Train: 5.86% [73300/1251000] [58.6/1000.0] [batch_t 0.465 (0.418)] [data_t 0.015] [optim_t 0.450] [lr 0.002975] [CE 4.333 (4.387)] [KD 4.099 (4.108)] +2024-10-15 08:36:21,929 - Train: 5.86% [73350/1251000] [58.6/1000.0] [batch_t 0.365 (0.408)] [data_t 0.015] [optim_t 0.350] [lr 0.002975] [CE 4.715 (4.496)] [KD 4.006 (4.197)] +2024-10-15 08:36:42,285 - Train: 5.87% [73400/1251000] [58.7/1000.0] [batch_t 0.391 (0.407)] [data_t 0.015] [optim_t 0.375] [lr 0.002975] [CE 4.015 (4.424)] [KD 3.754 (4.030)] +2024-10-15 08:37:03,971 - Train: 5.87% [73450/1251000] [58.7/1000.0] [batch_t 0.393 (0.434)] [data_t 0.015] [optim_t 0.378] [lr 0.002975] [CE 4.466 (4.489)] [KD 4.296 (4.116)] +2024-10-15 08:37:25,362 - Train: 5.88% [73500/1251000] [58.8/1000.0] [batch_t 0.428 (0.428)] [data_t 0.015] [optim_t 0.413] [lr 0.002975] [CE 4.348 (4.448)] [KD 4.365 (4.142)] +2024-10-15 08:37:46,508 - Train: 5.88% [73550/1251000] [58.8/1000.0] [batch_t 0.495 (0.423)] [data_t 0.015] [optim_t 0.479] [lr 0.002975] [CE 4.416 (4.512)] [KD 3.943 (4.059)] +2024-10-15 08:38:06,936 - Train: 5.88% [73600/1251000] [58.8/1000.0] [batch_t 0.364 (0.408)] [data_t 0.015] [optim_t 0.348] [lr 0.002975] [CE 3.871 (4.352)] [KD 3.687 (3.992)] +2024-10-15 08:38:27,293 - Train: 5.89% [73650/1251000] [58.9/1000.0] [batch_t 0.440 (0.407)] [data_t 0.015] [optim_t 0.425] [lr 0.002975] [CE 4.175 (4.371)] [KD 4.342 (4.045)] +2024-10-15 08:38:47,437 - Train: 5.89% [73700/1251000] [58.9/1000.0] [batch_t 0.361 (0.403)] [data_t 0.016] [optim_t 0.346] [lr 0.002975] [CE 4.503 (4.402)] [KD 4.326 (4.044)] +2024-10-15 08:39:08,681 - Train: 5.90% [73750/1251000] [59.0/1000.0] [batch_t 0.363 (0.425)] [data_t 0.015] [optim_t 0.348] [lr 0.002975] [CE 4.352 (4.365)] [KD 3.960 (4.080)] +2024-10-15 08:39:30,259 - Train: 5.90% [73800/1251000] [59.0/1000.0] [batch_t 0.359 (0.431)] [data_t 0.015] [optim_t 0.344] [lr 0.002975] [CE 4.725 (4.458)] [KD 4.107 (4.198)] +2024-10-15 08:39:33,592 - ==> Total time: 8:57:42 Eta: 5 days, 22:55:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 08:39:55,325 - Train: 5.90% [73850/1251000] [59.0/1000.0] [batch_t 0.359 (0.498)] [data_t 0.015] [optim_t 0.343] [lr 0.002975] [CE 4.458 (4.364)] [KD 4.023 (4.088)] +2024-10-15 08:40:17,939 - Train: 5.91% [73900/1251000] [59.1/1000.0] [batch_t 0.362 (0.452)] [data_t 0.021] [optim_t 0.341] [lr 0.002975] [CE 4.655 (4.464)] [KD 4.357 (4.106)] +2024-10-15 08:40:39,998 - Train: 5.91% [73950/1251000] [59.1/1000.0] [batch_t 0.396 (0.441)] [data_t 0.055] [optim_t 0.341] [lr 0.002974] [CE 4.665 (4.416)] [KD 4.283 (4.113)] +2024-10-15 08:41:02,008 - Train: 5.92% [74000/1251000] [59.2/1000.0] [batch_t 0.512 (0.440)] [data_t 0.172] [optim_t 0.340] [lr 0.002974] [CE 4.874 (4.359)] [KD 4.407 (3.996)] +2024-10-15 08:41:23,943 - Train: 5.92% [74050/1251000] [59.2/1000.0] [batch_t 0.425 (0.439)] [data_t 0.084] [optim_t 0.341] [lr 0.002974] [CE 4.514 (4.389)] [KD 4.190 (4.031)] +2024-10-15 08:41:45,718 - Train: 5.92% [74100/1251000] [59.2/1000.0] [batch_t 0.402 (0.435)] [data_t 0.059] [optim_t 0.343] [lr 0.002974] [CE 4.675 (4.498)] [KD 3.951 (4.163)] +2024-10-15 08:42:06,974 - Train: 5.93% [74150/1251000] [59.3/1000.0] [batch_t 0.396 (0.425)] [data_t 0.051] [optim_t 0.345] [lr 0.002974] [CE 3.985 (4.398)] [KD 4.050 (4.096)] +2024-10-15 08:42:28,257 - Train: 5.93% [74200/1251000] [59.3/1000.0] [batch_t 0.795 (0.426)] [data_t 0.454] [optim_t 0.341] [lr 0.002974] [CE 4.763 (4.468)] [KD 4.445 (4.148)] +2024-10-15 08:42:48,489 - Train: 5.94% [74250/1251000] [59.4/1000.0] [batch_t 0.411 (0.405)] [data_t 0.070] [optim_t 0.341] [lr 0.002974] [CE 4.552 (4.398)] [KD 3.931 (4.106)] +2024-10-15 08:43:09,318 - Train: 5.94% [74300/1251000] [59.4/1000.0] [batch_t 0.472 (0.416)] [data_t 0.127] [optim_t 0.345] [lr 0.002974] [CE 3.838 (4.527)] [KD 4.104 (4.132)] +2024-10-15 08:43:29,946 - Train: 5.94% [74350/1251000] [59.4/1000.0] [batch_t 0.436 (0.412)] [data_t 0.096] [optim_t 0.340] [lr 0.002974] [CE 4.658 (4.350)] [KD 4.164 (4.064)] +2024-10-15 08:43:51,230 - Train: 5.95% [74400/1251000] [59.5/1000.0] [batch_t 0.445 (0.426)] [data_t 0.102] [optim_t 0.343] [lr 0.002974] [CE 4.318 (4.400)] [KD 4.010 (4.101)] +2024-10-15 08:44:12,294 - Train: 5.95% [74450/1251000] [59.5/1000.0] [batch_t 0.455 (0.421)] [data_t 0.112] [optim_t 0.343] [lr 0.002974] [CE 4.227 (4.387)] [KD 4.143 (4.048)] +2024-10-15 08:44:34,389 - Train: 5.96% [74500/1251000] [59.6/1000.0] [batch_t 0.364 (0.442)] [data_t 0.021] [optim_t 0.342] [lr 0.002974] [CE 4.557 (4.420)] [KD 4.047 (4.092)] +2024-10-15 08:44:56,369 - Train: 5.96% [74550/1251000] [59.6/1000.0] [batch_t 0.441 (0.440)] [data_t 0.096] [optim_t 0.344] [lr 0.002974] [CE 4.502 (4.358)] [KD 4.166 (4.123)] +2024-10-15 08:45:18,320 - Train: 5.96% [74600/1251000] [59.6/1000.0] [batch_t 0.380 (0.439)] [data_t 0.036] [optim_t 0.344] [lr 0.002974] [CE 4.313 (4.407)] [KD 3.863 (4.046)] +2024-10-15 08:45:40,291 - Train: 5.97% [74650/1251000] [59.7/1000.0] [batch_t 0.504 (0.439)] [data_t 0.162] [optim_t 0.342] [lr 0.002974] [CE 4.890 (4.438)] [KD 4.347 (4.127)] +2024-10-15 08:46:01,429 - Train: 5.97% [74700/1251000] [59.7/1000.0] [batch_t 0.495 (0.423)] [data_t 0.153] [optim_t 0.342] [lr 0.002974] [CE 4.062 (4.421)] [KD 4.175 (4.091)] +2024-10-15 08:46:22,077 - Train: 5.98% [74750/1251000] [59.8/1000.0] [batch_t 0.384 (0.413)] [data_t 0.038] [optim_t 0.346] [lr 0.002974] [CE 4.341 (4.444)] [KD 4.191 (4.118)] +2024-10-15 08:46:42,561 - Train: 5.98% [74800/1251000] [59.8/1000.0] [batch_t 0.429 (0.410)] [data_t 0.089] [optim_t 0.340] [lr 0.002974] [CE 4.735 (4.478)] [KD 4.315 (4.183)] +2024-10-15 08:47:03,905 - Train: 5.98% [74850/1251000] [59.8/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.347] [lr 0.002974] [CE 4.300 (4.405)] [KD 4.216 (4.101)] +2024-10-15 08:47:25,130 - Train: 5.99% [74900/1251000] [59.9/1000.0] [batch_t 0.438 (0.424)] [data_t 0.016] [optim_t 0.423] [lr 0.002974] [CE 4.726 (4.486)] [KD 4.319 (4.138)] +2024-10-15 08:47:46,485 - Train: 5.99% [74950/1251000] [59.9/1000.0] [batch_t 0.447 (0.427)] [data_t 0.015] [optim_t 0.432] [lr 0.002974] [CE 4.617 (4.392)] [KD 3.782 (4.049)] +2024-10-15 08:48:07,135 - Train: 6.00% [75000/1251000] [60.0/1000.0] [batch_t 0.364 (0.413)] [data_t 0.015] [optim_t 0.349] [lr 0.002974] [CE 4.660 (4.394)] [KD 4.179 (4.035)] +2024-10-15 08:48:28,387 - Train: 6.00% [75050/1251000] [60.0/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.002974] [CE 4.647 (4.523)] [KD 4.248 (4.155)] +2024-10-15 08:48:53,191 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 36537] [top5_cnt 45889] [top_all 50000] +2024-10-15 08:48:53,192 - net: 73.074 (91.778) +2024-10-15 08:49:15,112 - Test (net_E): 100.00% [50/50] [batch_t 0.133 (0.432)] [top1_cnt 38832] [top5_cnt 46946] [top_all 50000] +2024-10-15 08:49:15,112 - net_E: 77.664 (93.892) +2024-10-15 08:49:15,240 - Max [top1: 73.080 (epoch: 55)] [top1-ema: 77.664 (epoch: 60)] +2024-10-15 08:49:15,240 - ==> Total time: 9:07:23 Eta: 5 days, 22:55:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 08:49:37,754 - Train: 6.00% [75100/1251000] [60.0/1000.0] [batch_t 0.360 (0.441)] [data_t 0.015] [optim_t 0.345] [lr 0.002974] [CE 4.772 (4.411)] [KD 4.315 (4.038)] +2024-10-15 08:50:00,703 - Train: 6.01% [75150/1251000] [60.1/1000.0] [batch_t 0.468 (0.459)] [data_t 0.015] [optim_t 0.453] [lr 0.002974] [CE 4.776 (4.437)] [KD 4.081 (4.067)] +2024-10-15 08:50:21,974 - Train: 6.01% [75200/1251000] [60.1/1000.0] [batch_t 0.408 (0.425)] [data_t 0.015] [optim_t 0.393] [lr 0.002974] [CE 4.423 (4.381)] [KD 3.857 (4.099)] +2024-10-15 08:50:42,905 - Train: 6.02% [75250/1251000] [60.2/1000.0] [batch_t 0.421 (0.419)] [data_t 0.015] [optim_t 0.405] [lr 0.002974] [CE 4.170 (4.393)] [KD 4.087 (4.059)] +2024-10-15 08:51:04,050 - Train: 6.02% [75300/1251000] [60.2/1000.0] [batch_t 0.410 (0.423)] [data_t 0.015] [optim_t 0.395] [lr 0.002974] [CE 4.052 (4.443)] [KD 4.053 (4.109)] +2024-10-15 08:51:25,535 - Train: 6.02% [75350/1251000] [60.2/1000.0] [batch_t 0.460 (0.430)] [data_t 0.015] [optim_t 0.445] [lr 0.002973] [CE 4.199 (4.453)] [KD 4.014 (4.083)] +2024-10-15 08:51:47,055 - Train: 6.03% [75400/1251000] [60.3/1000.0] [batch_t 0.391 (0.430)] [data_t 0.015] [optim_t 0.376] [lr 0.002973] [CE 4.581 (4.386)] [KD 4.141 (4.134)] +2024-10-15 08:52:08,018 - Train: 6.03% [75450/1251000] [60.3/1000.0] [batch_t 0.414 (0.419)] [data_t 0.015] [optim_t 0.399] [lr 0.002973] [CE 4.831 (4.398)] [KD 4.470 (4.087)] +2024-10-15 08:52:29,357 - Train: 6.04% [75500/1251000] [60.4/1000.0] [batch_t 0.410 (0.427)] [data_t 0.015] [optim_t 0.394] [lr 0.002973] [CE 5.011 (4.402)] [KD 4.424 (4.028)] +2024-10-15 08:52:50,766 - Train: 6.04% [75550/1251000] [60.4/1000.0] [batch_t 0.453 (0.428)] [data_t 0.015] [optim_t 0.438] [lr 0.002973] [CE 4.365 (4.457)] [KD 4.138 (4.152)] +2024-10-15 08:53:12,089 - Train: 6.04% [75600/1251000] [60.4/1000.0] [batch_t 0.453 (0.426)] [data_t 0.015] [optim_t 0.438] [lr 0.002973] [CE 4.214 (4.354)] [KD 4.071 (4.108)] +2024-10-15 08:53:33,649 - Train: 6.05% [75650/1251000] [60.5/1000.0] [batch_t 0.381 (0.431)] [data_t 0.015] [optim_t 0.366] [lr 0.002973] [CE 4.717 (4.381)] [KD 4.085 (4.096)] +2024-10-15 08:53:55,012 - Train: 6.05% [75700/1251000] [60.5/1000.0] [batch_t 0.418 (0.427)] [data_t 0.015] [optim_t 0.403] [lr 0.002973] [CE 4.515 (4.448)] [KD 4.039 (4.146)] +2024-10-15 08:54:16,238 - Train: 6.06% [75750/1251000] [60.6/1000.0] [batch_t 0.442 (0.424)] [data_t 0.015] [optim_t 0.427] [lr 0.002973] [CE 4.703 (4.424)] [KD 4.080 (4.130)] +2024-10-15 08:54:37,508 - Train: 6.06% [75800/1251000] [60.6/1000.0] [batch_t 0.400 (0.425)] [data_t 0.015] [optim_t 0.384] [lr 0.002973] [CE 4.911 (4.359)] [KD 4.208 (4.034)] +2024-10-15 08:54:58,374 - Train: 6.06% [75850/1251000] [60.6/1000.0] [batch_t 0.446 (0.417)] [data_t 0.015] [optim_t 0.431] [lr 0.002973] [CE 4.928 (4.414)] [KD 4.406 (4.041)] +2024-10-15 08:55:19,204 - Train: 6.07% [75900/1251000] [60.7/1000.0] [batch_t 0.439 (0.416)] [data_t 0.016] [optim_t 0.423] [lr 0.002973] [CE 3.936 (4.431)] [KD 3.958 (4.097)] +2024-10-15 08:55:40,171 - Train: 6.07% [75950/1251000] [60.7/1000.0] [batch_t 0.441 (0.419)] [data_t 0.015] [optim_t 0.425] [lr 0.002973] [CE 3.776 (4.433)] [KD 3.708 (4.046)] +2024-10-15 08:56:01,765 - Train: 6.08% [76000/1251000] [60.8/1000.0] [batch_t 0.361 (0.432)] [data_t 0.016] [optim_t 0.345] [lr 0.002973] [CE 4.735 (4.414)] [KD 4.235 (4.145)] +2024-10-15 08:56:22,464 - Train: 6.08% [76050/1251000] [60.8/1000.0] [batch_t 0.397 (0.414)] [data_t 0.015] [optim_t 0.382] [lr 0.002973] [CE 4.400 (4.440)] [KD 3.823 (4.163)] +2024-10-15 08:56:43,931 - Train: 6.08% [76100/1251000] [60.8/1000.0] [batch_t 0.453 (0.429)] [data_t 0.015] [optim_t 0.437] [lr 0.002973] [CE 4.323 (4.453)] [KD 3.936 (4.123)] +2024-10-15 08:57:05,231 - Train: 6.09% [76150/1251000] [60.9/1000.0] [batch_t 0.404 (0.426)] [data_t 0.015] [optim_t 0.388] [lr 0.002973] [CE 4.349 (4.446)] [KD 4.072 (4.036)] +2024-10-15 08:57:26,105 - Train: 6.09% [76200/1251000] [60.9/1000.0] [batch_t 0.412 (0.417)] [data_t 0.015] [optim_t 0.397] [lr 0.002973] [CE 4.188 (4.463)] [KD 4.416 (4.173)] +2024-10-15 08:57:47,266 - Train: 6.10% [76250/1251000] [61.0/1000.0] [batch_t 0.435 (0.423)] [data_t 0.015] [optim_t 0.420] [lr 0.002973] [CE 4.686 (4.434)] [KD 4.073 (4.093)] +2024-10-15 08:58:08,524 - Train: 6.10% [76300/1251000] [61.0/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.346] [lr 0.002973] [CE 4.787 (4.365)] [KD 4.098 (4.149)] +2024-10-15 08:58:12,475 - ==> Total time: 9:16:21 Eta: 5 days, 22:44:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 08:58:33,643 - Train: 6.10% [76350/1251000] [61.0/1000.0] [batch_t 0.438 (0.509)] [data_t 0.016] [optim_t 0.423] [lr 0.002973] [CE 3.912 (4.407)] [KD 3.712 (4.001)] +2024-10-15 08:58:55,954 - Train: 6.11% [76400/1251000] [61.1/1000.0] [batch_t 0.357 (0.446)] [data_t 0.016] [optim_t 0.342] [lr 0.002973] [CE 4.680 (4.426)] [KD 4.072 (4.016)] +2024-10-15 08:59:17,914 - Train: 6.11% [76450/1251000] [61.1/1000.0] [batch_t 0.393 (0.439)] [data_t 0.015] [optim_t 0.378] [lr 0.002973] [CE 4.184 (4.437)] [KD 4.136 (4.083)] +2024-10-15 08:59:39,641 - Train: 6.12% [76500/1251000] [61.2/1000.0] [batch_t 0.497 (0.434)] [data_t 0.015] [optim_t 0.481] [lr 0.002973] [CE 4.576 (4.424)] [KD 3.958 (4.051)] +2024-10-15 09:00:00,911 - Train: 6.12% [76550/1251000] [61.2/1000.0] [batch_t 0.442 (0.425)] [data_t 0.016] [optim_t 0.426] [lr 0.002973] [CE 4.211 (4.444)] [KD 3.957 (4.070)] +2024-10-15 09:00:22,881 - Train: 6.12% [76600/1251000] [61.2/1000.0] [batch_t 0.359 (0.439)] [data_t 0.015] [optim_t 0.344] [lr 0.002973] [CE 4.787 (4.326)] [KD 4.097 (4.039)] +2024-10-15 09:00:44,070 - Train: 6.13% [76650/1251000] [61.3/1000.0] [batch_t 0.476 (0.424)] [data_t 0.015] [optim_t 0.460] [lr 0.002973] [CE 4.030 (4.463)] [KD 3.975 (4.101)] +2024-10-15 09:01:05,500 - Train: 6.13% [76700/1251000] [61.3/1000.0] [batch_t 0.480 (0.428)] [data_t 0.015] [optim_t 0.465] [lr 0.002973] [CE 4.013 (4.422)] [KD 3.631 (4.065)] +2024-10-15 09:01:27,190 - Train: 6.14% [76750/1251000] [61.4/1000.0] [batch_t 0.396 (0.434)] [data_t 0.015] [optim_t 0.380] [lr 0.002973] [CE 4.115 (4.420)] [KD 3.929 (4.103)] +2024-10-15 09:01:48,783 - Train: 6.14% [76800/1251000] [61.4/1000.0] [batch_t 0.390 (0.432)] [data_t 0.015] [optim_t 0.374] [lr 0.002972] [CE 4.411 (4.422)] [KD 4.138 (4.044)] +2024-10-15 09:02:10,558 - Train: 6.14% [76850/1251000] [61.4/1000.0] [batch_t 0.458 (0.435)] [data_t 0.015] [optim_t 0.443] [lr 0.002972] [CE 3.873 (4.373)] [KD 3.633 (4.041)] +2024-10-15 09:02:32,566 - Train: 6.15% [76900/1251000] [61.5/1000.0] [batch_t 0.468 (0.440)] [data_t 0.015] [optim_t 0.453] [lr 0.002972] [CE 4.587 (4.512)] [KD 4.080 (4.135)] +2024-10-15 09:02:53,800 - Train: 6.15% [76950/1251000] [61.5/1000.0] [batch_t 0.397 (0.425)] [data_t 0.015] [optim_t 0.381] [lr 0.002972] [CE 4.523 (4.498)] [KD 4.454 (4.181)] +2024-10-15 09:03:15,486 - Train: 6.16% [77000/1251000] [61.6/1000.0] [batch_t 0.418 (0.434)] [data_t 0.015] [optim_t 0.402] [lr 0.002972] [CE 4.140 (4.508)] [KD 3.958 (4.151)] +2024-10-15 09:03:36,593 - Train: 6.16% [77050/1251000] [61.6/1000.0] [batch_t 0.472 (0.422)] [data_t 0.015] [optim_t 0.457] [lr 0.002972] [CE 4.245 (4.469)] [KD 3.966 (4.121)] +2024-10-15 09:03:57,518 - Train: 6.16% [77100/1251000] [61.6/1000.0] [batch_t 0.422 (0.418)] [data_t 0.015] [optim_t 0.407] [lr 0.002972] [CE 4.640 (4.483)] [KD 4.229 (4.140)] +2024-10-15 09:04:18,244 - Train: 6.17% [77150/1251000] [61.7/1000.0] [batch_t 0.392 (0.414)] [data_t 0.015] [optim_t 0.376] [lr 0.002972] [CE 4.780 (4.462)] [KD 4.377 (4.161)] +2024-10-15 09:04:39,110 - Train: 6.17% [77200/1251000] [61.7/1000.0] [batch_t 0.450 (0.417)] [data_t 0.015] [optim_t 0.434] [lr 0.002972] [CE 4.720 (4.443)] [KD 4.093 (4.102)] +2024-10-15 09:05:00,020 - Train: 6.18% [77250/1251000] [61.8/1000.0] [batch_t 0.373 (0.418)] [data_t 0.015] [optim_t 0.358] [lr 0.002972] [CE 4.258 (4.378)] [KD 4.083 (4.055)] +2024-10-15 09:05:20,393 - Train: 6.18% [77300/1251000] [61.8/1000.0] [batch_t 0.401 (0.407)] [data_t 0.016] [optim_t 0.386] [lr 0.002972] [CE 3.879 (4.400)] [KD 4.036 (4.114)] +2024-10-15 09:05:42,038 - Train: 6.18% [77350/1251000] [61.8/1000.0] [batch_t 0.510 (0.433)] [data_t 0.016] [optim_t 0.495] [lr 0.002972] [CE 4.413 (4.452)] [KD 4.018 (4.091)] +2024-10-15 09:06:03,984 - Train: 6.19% [77400/1251000] [61.9/1000.0] [batch_t 0.369 (0.439)] [data_t 0.016] [optim_t 0.353] [lr 0.002972] [CE 4.650 (4.383)] [KD 4.137 (4.068)] +2024-10-15 09:06:24,853 - Train: 6.19% [77450/1251000] [61.9/1000.0] [batch_t 0.458 (0.417)] [data_t 0.016] [optim_t 0.442] [lr 0.002972] [CE 4.426 (4.444)] [KD 4.283 (4.139)] +2024-10-15 09:06:46,036 - Train: 6.20% [77500/1251000] [62.0/1000.0] [batch_t 0.444 (0.423)] [data_t 0.016] [optim_t 0.429] [lr 0.002972] [CE 4.456 (4.434)] [KD 4.422 (4.112)] +2024-10-15 09:07:07,732 - Train: 6.20% [77550/1251000] [62.0/1000.0] [batch_t 0.412 (0.434)] [data_t 0.015] [optim_t 0.397] [lr 0.002972] [CE 4.511 (4.396)] [KD 4.119 (4.092)] +2024-10-15 09:07:12,239 - ==> Total time: 9:25:20 Eta: 5 days, 22:33:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 09:07:33,340 - Train: 6.20% [77600/1251000] [62.0/1000.0] [batch_t 0.369 (0.513)] [data_t 0.016] [optim_t 0.353] [lr 0.002972] [CE 4.330 (4.345)] [KD 3.958 (4.006)] +2024-10-15 09:07:55,447 - Train: 6.21% [77650/1251000] [62.1/1000.0] [batch_t 0.436 (0.442)] [data_t 0.016] [optim_t 0.420] [lr 0.002972] [CE 3.979 (4.388)] [KD 3.943 (4.149)] +2024-10-15 09:08:17,440 - Train: 6.21% [77700/1251000] [62.1/1000.0] [batch_t 0.475 (0.440)] [data_t 0.015] [optim_t 0.459] [lr 0.002972] [CE 4.620 (4.422)] [KD 4.215 (4.114)] +2024-10-15 09:08:38,911 - Train: 6.22% [77750/1251000] [62.2/1000.0] [batch_t 0.402 (0.429)] [data_t 0.057] [optim_t 0.345] [lr 0.002972] [CE 4.625 (4.393)] [KD 4.264 (4.028)] +2024-10-15 09:09:00,552 - Train: 6.22% [77800/1251000] [62.2/1000.0] [batch_t 0.405 (0.433)] [data_t 0.057] [optim_t 0.348] [lr 0.002972] [CE 4.722 (4.418)] [KD 4.248 (4.090)] +2024-10-15 09:09:22,449 - Train: 6.22% [77850/1251000] [62.2/1000.0] [batch_t 0.368 (0.438)] [data_t 0.026] [optim_t 0.342] [lr 0.002972] [CE 4.356 (4.447)] [KD 3.868 (4.094)] +2024-10-15 09:09:44,281 - Train: 6.23% [77900/1251000] [62.3/1000.0] [batch_t 0.493 (0.437)] [data_t 0.150] [optim_t 0.343] [lr 0.002972] [CE 3.773 (4.421)] [KD 4.155 (4.091)] +2024-10-15 09:10:06,308 - Train: 6.23% [77950/1251000] [62.3/1000.0] [batch_t 0.426 (0.440)] [data_t 0.077] [optim_t 0.349] [lr 0.002972] [CE 4.242 (4.399)] [KD 3.938 (4.083)] +2024-10-15 09:10:27,841 - Train: 6.24% [78000/1251000] [62.4/1000.0] [batch_t 0.451 (0.431)] [data_t 0.108] [optim_t 0.343] [lr 0.002972] [CE 4.239 (4.425)] [KD 4.220 (4.074)] +2024-10-15 09:10:49,376 - Train: 6.24% [78050/1251000] [62.4/1000.0] [batch_t 0.450 (0.431)] [data_t 0.108] [optim_t 0.343] [lr 0.002972] [CE 3.836 (4.445)] [KD 3.989 (4.017)] +2024-10-15 09:11:10,682 - Train: 6.24% [78100/1251000] [62.4/1000.0] [batch_t 0.457 (0.426)] [data_t 0.114] [optim_t 0.344] [lr 0.002972] [CE 4.574 (4.376)] [KD 4.207 (4.039)] +2024-10-15 09:11:32,422 - Train: 6.25% [78150/1251000] [62.5/1000.0] [batch_t 0.432 (0.435)] [data_t 0.016] [optim_t 0.416] [lr 0.002971] [CE 4.564 (4.440)] [KD 4.302 (4.102)] +2024-10-15 09:11:55,164 - Train: 6.25% [78200/1251000] [62.5/1000.0] [batch_t 0.441 (0.455)] [data_t 0.016] [optim_t 0.425] [lr 0.002971] [CE 4.569 (4.466)] [KD 4.139 (4.114)] +2024-10-15 09:12:16,113 - Train: 6.25% [78250/1251000] [62.5/1000.0] [batch_t 0.460 (0.419)] [data_t 0.015] [optim_t 0.444] [lr 0.002971] [CE 4.472 (4.425)] [KD 4.092 (4.044)] +2024-10-15 09:12:37,247 - Train: 6.26% [78300/1251000] [62.6/1000.0] [batch_t 0.436 (0.423)] [data_t 0.016] [optim_t 0.421] [lr 0.002971] [CE 4.789 (4.417)] [KD 4.157 (4.078)] +2024-10-15 09:12:58,100 - Train: 6.26% [78350/1251000] [62.6/1000.0] [batch_t 0.422 (0.417)] [data_t 0.070] [optim_t 0.352] [lr 0.002971] [CE 4.284 (4.432)] [KD 3.893 (4.050)] +2024-10-15 09:13:19,983 - Train: 6.27% [78400/1251000] [62.7/1000.0] [batch_t 0.681 (0.438)] [data_t 0.185] [optim_t 0.496] [lr 0.002971] [CE 3.937 (4.415)] [KD 4.012 (4.073)] +2024-10-15 09:13:41,281 - Train: 6.27% [78450/1251000] [62.7/1000.0] [batch_t 0.434 (0.426)] [data_t 0.091] [optim_t 0.343] [lr 0.002971] [CE 4.636 (4.419)] [KD 4.273 (4.094)] +2024-10-15 09:14:02,900 - Train: 6.27% [78500/1251000] [62.7/1000.0] [batch_t 0.492 (0.432)] [data_t 0.146] [optim_t 0.346] [lr 0.002971] [CE 4.854 (4.386)] [KD 4.295 (4.053)] +2024-10-15 09:14:24,455 - Train: 6.28% [78550/1251000] [62.8/1000.0] [batch_t 0.398 (0.431)] [data_t 0.052] [optim_t 0.346] [lr 0.002971] [CE 4.577 (4.392)] [KD 3.990 (4.071)] +2024-10-15 09:14:46,123 - Train: 6.28% [78600/1251000] [62.8/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.002971] [CE 4.414 (4.429)] [KD 3.875 (4.062)] +2024-10-15 09:15:06,760 - Train: 6.29% [78650/1251000] [62.9/1000.0] [batch_t 0.505 (0.413)] [data_t 0.163] [optim_t 0.343] [lr 0.002971] [CE 4.329 (4.348)] [KD 4.019 (4.095)] +2024-10-15 09:15:28,301 - Train: 6.29% [78700/1251000] [62.9/1000.0] [batch_t 0.401 (0.431)] [data_t 0.056] [optim_t 0.345] [lr 0.002971] [CE 4.363 (4.438)] [KD 3.969 (4.113)] +2024-10-15 09:15:50,160 - Train: 6.29% [78750/1251000] [62.9/1000.0] [batch_t 0.406 (0.437)] [data_t 0.061] [optim_t 0.345] [lr 0.002971] [CE 4.796 (4.484)] [KD 4.291 (4.132)] +2024-10-15 09:16:11,892 - Train: 6.30% [78800/1251000] [63.0/1000.0] [batch_t 0.429 (0.435)] [data_t 0.084] [optim_t 0.345] [lr 0.002971] [CE 4.390 (4.375)] [KD 3.985 (4.048)] +2024-10-15 09:16:16,636 - ==> Total time: 9:34:25 Eta: 5 days, 22:23:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 09:16:36,827 - Train: 6.30% [78850/1251000] [63.0/1000.0] [batch_t 0.362 (0.506)] [data_t 0.015] [optim_t 0.346] [lr 0.002971] [CE 4.307 (4.362)] [KD 3.756 (3.965)] +2024-10-15 09:16:58,026 - Train: 6.31% [78900/1251000] [63.1/1000.0] [batch_t 0.416 (0.424)] [data_t 0.015] [optim_t 0.401] [lr 0.002971] [CE 4.607 (4.427)] [KD 3.970 (4.070)] +2024-10-15 09:17:18,639 - Train: 6.31% [78950/1251000] [63.1/1000.0] [batch_t 0.406 (0.412)] [data_t 0.015] [optim_t 0.390] [lr 0.002971] [CE 4.294 (4.387)] [KD 4.358 (3.988)] +2024-10-15 09:17:40,121 - Train: 6.31% [79000/1251000] [63.1/1000.0] [batch_t 0.391 (0.430)] [data_t 0.015] [optim_t 0.375] [lr 0.002971] [CE 4.122 (4.399)] [KD 4.025 (4.042)] +2024-10-15 09:18:01,615 - Train: 6.32% [79050/1251000] [63.2/1000.0] [batch_t 0.358 (0.430)] [data_t 0.015] [optim_t 0.343] [lr 0.002971] [CE 4.276 (4.449)] [KD 3.834 (4.056)] +2024-10-15 09:18:22,536 - Train: 6.32% [79100/1251000] [63.2/1000.0] [batch_t 0.482 (0.418)] [data_t 0.015] [optim_t 0.467] [lr 0.002971] [CE 3.654 (4.397)] [KD 3.603 (4.055)] +2024-10-15 09:18:43,582 - Train: 6.33% [79150/1251000] [63.3/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.002971] [CE 4.421 (4.439)] [KD 4.200 (4.090)] +2024-10-15 09:19:04,658 - Train: 6.33% [79200/1251000] [63.3/1000.0] [batch_t 0.409 (0.421)] [data_t 0.015] [optim_t 0.393] [lr 0.002971] [CE 4.146 (4.456)] [KD 3.946 (4.136)] +2024-10-15 09:19:25,916 - Train: 6.33% [79250/1251000] [63.3/1000.0] [batch_t 0.427 (0.425)] [data_t 0.015] [optim_t 0.412] [lr 0.002971] [CE 4.432 (4.392)] [KD 3.896 (4.043)] +2024-10-15 09:19:46,684 - Train: 6.34% [79300/1251000] [63.4/1000.0] [batch_t 0.357 (0.415)] [data_t 0.015] [optim_t 0.342] [lr 0.002971] [CE 4.043 (4.400)] [KD 3.950 (4.049)] +2024-10-15 09:20:07,980 - Train: 6.34% [79350/1251000] [63.4/1000.0] [batch_t 0.398 (0.426)] [data_t 0.015] [optim_t 0.382] [lr 0.002971] [CE 4.321 (4.452)] [KD 3.986 (4.069)] +2024-10-15 09:20:28,976 - Train: 6.35% [79400/1251000] [63.5/1000.0] [batch_t 0.479 (0.420)] [data_t 0.015] [optim_t 0.464] [lr 0.002971] [CE 4.878 (4.430)] [KD 4.246 (4.058)] +2024-10-15 09:20:50,120 - Train: 6.35% [79450/1251000] [63.5/1000.0] [batch_t 0.453 (0.423)] [data_t 0.016] [optim_t 0.437] [lr 0.002971] [CE 4.120 (4.454)] [KD 3.834 (4.088)] +2024-10-15 09:21:11,241 - Train: 6.35% [79500/1251000] [63.5/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.002971] [CE 4.275 (4.376)] [KD 4.109 (4.059)] +2024-10-15 09:21:32,746 - Train: 6.36% [79550/1251000] [63.6/1000.0] [batch_t 0.459 (0.430)] [data_t 0.015] [optim_t 0.444] [lr 0.002970] [CE 4.705 (4.409)] [KD 4.193 (4.078)] +2024-10-15 09:21:53,891 - Train: 6.36% [79600/1251000] [63.6/1000.0] [batch_t 0.414 (0.423)] [data_t 0.015] [optim_t 0.398] [lr 0.002970] [CE 4.674 (4.443)] [KD 4.147 (4.117)] +2024-10-15 09:22:14,852 - Train: 6.37% [79650/1251000] [63.7/1000.0] [batch_t 0.379 (0.419)] [data_t 0.015] [optim_t 0.364] [lr 0.002970] [CE 4.614 (4.448)] [KD 4.137 (4.027)] +2024-10-15 09:22:36,252 - Train: 6.37% [79700/1251000] [63.7/1000.0] [batch_t 0.386 (0.428)] [data_t 0.015] [optim_t 0.371] [lr 0.002970] [CE 4.552 (4.457)] [KD 4.355 (4.085)] +2024-10-15 09:22:57,527 - Train: 6.37% [79750/1251000] [63.7/1000.0] [batch_t 0.470 (0.425)] [data_t 0.015] [optim_t 0.454] [lr 0.002970] [CE 4.241 (4.427)] [KD 4.177 (4.065)] +2024-10-15 09:23:19,150 - Train: 6.38% [79800/1251000] [63.8/1000.0] [batch_t 0.412 (0.432)] [data_t 0.015] [optim_t 0.397] [lr 0.002970] [CE 4.162 (4.370)] [KD 4.091 (4.057)] +2024-10-15 09:23:40,449 - Train: 6.38% [79850/1251000] [63.8/1000.0] [batch_t 0.449 (0.426)] [data_t 0.016] [optim_t 0.433] [lr 0.002970] [CE 4.912 (4.362)] [KD 4.111 (4.068)] +2024-10-15 09:24:01,612 - Train: 6.39% [79900/1251000] [63.9/1000.0] [batch_t 0.480 (0.423)] [data_t 0.016] [optim_t 0.465] [lr 0.002970] [CE 4.279 (4.368)] [KD 4.083 (4.040)] +2024-10-15 09:24:23,111 - Train: 6.39% [79950/1251000] [63.9/1000.0] [batch_t 0.461 (0.430)] [data_t 0.016] [optim_t 0.445] [lr 0.002970] [CE 4.494 (4.467)] [KD 3.964 (4.106)] +2024-10-15 09:24:44,716 - Train: 6.39% [80000/1251000] [63.9/1000.0] [batch_t 0.430 (0.432)] [data_t 0.015] [optim_t 0.414] [lr 0.002970] [CE 4.664 (4.355)] [KD 4.204 (4.082)] +2024-10-15 09:25:06,072 - Train: 6.40% [80050/1251000] [64.0/1000.0] [batch_t 0.376 (0.427)] [data_t 0.015] [optim_t 0.361] [lr 0.002970] [CE 4.363 (4.494)] [KD 4.326 (4.141)] +2024-10-15 09:25:11,137 - ==> Total time: 9:43:19 Eta: 5 days, 22:11:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 09:25:30,835 - Train: 6.40% [80100/1251000] [64.0/1000.0] [batch_t 0.359 (0.503)] [data_t 0.015] [optim_t 0.344] [lr 0.002970] [CE 4.767 (4.410)] [KD 4.275 (3.993)] +2024-10-15 09:25:52,401 - Train: 6.41% [80150/1251000] [64.1/1000.0] [batch_t 0.559 (0.431)] [data_t 0.015] [optim_t 0.544] [lr 0.002970] [CE 4.792 (4.429)] [KD 4.104 (3.990)] +2024-10-15 09:26:13,496 - Train: 6.41% [80200/1251000] [64.1/1000.0] [batch_t 0.367 (0.422)] [data_t 0.016] [optim_t 0.351] [lr 0.002970] [CE 3.962 (4.481)] [KD 3.844 (4.096)] +2024-10-15 09:26:34,475 - Train: 6.41% [80250/1251000] [64.1/1000.0] [batch_t 0.483 (0.419)] [data_t 0.015] [optim_t 0.467] [lr 0.002970] [CE 4.483 (4.404)] [KD 3.983 (4.087)] +2024-10-15 09:26:55,217 - Train: 6.42% [80300/1251000] [64.2/1000.0] [batch_t 0.435 (0.415)] [data_t 0.016] [optim_t 0.420] [lr 0.002970] [CE 4.227 (4.489)] [KD 3.837 (4.085)] +2024-10-15 09:27:15,472 - Train: 6.42% [80350/1251000] [64.2/1000.0] [batch_t 0.432 (0.405)] [data_t 0.015] [optim_t 0.417] [lr 0.002970] [CE 3.832 (4.434)] [KD 4.035 (4.104)] +2024-10-15 09:27:36,213 - Train: 6.43% [80400/1251000] [64.3/1000.0] [batch_t 0.434 (0.415)] [data_t 0.016] [optim_t 0.418] [lr 0.002970] [CE 4.464 (4.322)] [KD 3.943 (3.986)] +2024-10-15 09:27:57,375 - Train: 6.43% [80450/1251000] [64.3/1000.0] [batch_t 0.397 (0.423)] [data_t 0.015] [optim_t 0.381] [lr 0.002970] [CE 4.603 (4.442)] [KD 4.217 (4.107)] +2024-10-15 09:28:18,089 - Train: 6.43% [80500/1251000] [64.3/1000.0] [batch_t 0.427 (0.414)] [data_t 0.015] [optim_t 0.412] [lr 0.002970] [CE 4.533 (4.385)] [KD 4.023 (4.064)] +2024-10-15 09:28:39,327 - Train: 6.44% [80550/1251000] [64.4/1000.0] [batch_t 0.445 (0.425)] [data_t 0.016] [optim_t 0.429] [lr 0.002970] [CE 4.583 (4.360)] [KD 3.659 (4.021)] +2024-10-15 09:29:01,021 - Train: 6.44% [80600/1251000] [64.4/1000.0] [batch_t 0.455 (0.434)] [data_t 0.015] [optim_t 0.440] [lr 0.002970] [CE 4.880 (4.324)] [KD 4.360 (4.017)] +2024-10-15 09:29:22,836 - Train: 6.45% [80650/1251000] [64.5/1000.0] [batch_t 0.494 (0.436)] [data_t 0.016] [optim_t 0.478] [lr 0.002970] [CE 4.765 (4.439)] [KD 4.028 (4.122)] +2024-10-15 09:29:43,628 - Train: 6.45% [80700/1251000] [64.5/1000.0] [batch_t 0.458 (0.416)] [data_t 0.015] [optim_t 0.443] [lr 0.002970] [CE 4.302 (4.401)] [KD 4.223 (4.056)] +2024-10-15 09:30:04,142 - Train: 6.45% [80750/1251000] [64.5/1000.0] [batch_t 0.405 (0.410)] [data_t 0.015] [optim_t 0.390] [lr 0.002970] [CE 4.047 (4.380)] [KD 4.085 (4.100)] +2024-10-15 09:30:24,845 - Train: 6.46% [80800/1251000] [64.6/1000.0] [batch_t 0.423 (0.414)] [data_t 0.015] [optim_t 0.407] [lr 0.002970] [CE 4.221 (4.419)] [KD 3.811 (4.061)] +2024-10-15 09:30:45,780 - Train: 6.46% [80850/1251000] [64.6/1000.0] [batch_t 0.358 (0.419)] [data_t 0.015] [optim_t 0.343] [lr 0.002969] [CE 4.243 (4.417)] [KD 3.680 (3.985)] +2024-10-15 09:31:06,315 - Train: 6.47% [80900/1251000] [64.7/1000.0] [batch_t 0.486 (0.411)] [data_t 0.015] [optim_t 0.470] [lr 0.002969] [CE 4.499 (4.384)] [KD 4.293 (4.017)] +2024-10-15 09:31:26,861 - Train: 6.47% [80950/1251000] [64.7/1000.0] [batch_t 0.430 (0.411)] [data_t 0.016] [optim_t 0.414] [lr 0.002969] [CE 4.102 (4.412)] [KD 3.910 (4.068)] +2024-10-15 09:31:47,783 - Train: 6.47% [81000/1251000] [64.7/1000.0] [batch_t 0.487 (0.418)] [data_t 0.015] [optim_t 0.471] [lr 0.002969] [CE 4.685 (4.337)] [KD 4.243 (4.062)] +2024-10-15 09:32:09,259 - Train: 6.48% [81050/1251000] [64.8/1000.0] [batch_t 0.421 (0.429)] [data_t 0.015] [optim_t 0.405] [lr 0.002969] [CE 3.717 (4.462)] [KD 3.681 (4.121)] +2024-10-15 09:32:30,483 - Train: 6.48% [81100/1251000] [64.8/1000.0] [batch_t 0.499 (0.424)] [data_t 0.015] [optim_t 0.484] [lr 0.002969] [CE 4.173 (4.447)] [KD 4.044 (4.066)] +2024-10-15 09:32:51,520 - Train: 6.49% [81150/1251000] [64.9/1000.0] [batch_t 0.467 (0.421)] [data_t 0.015] [optim_t 0.451] [lr 0.002969] [CE 4.372 (4.441)] [KD 4.112 (4.039)] +2024-10-15 09:33:12,998 - Train: 6.49% [81200/1251000] [64.9/1000.0] [batch_t 0.367 (0.429)] [data_t 0.016] [optim_t 0.351] [lr 0.002969] [CE 4.306 (4.424)] [KD 3.903 (4.066)] +2024-10-15 09:33:34,193 - Train: 6.49% [81250/1251000] [64.9/1000.0] [batch_t 0.357 (0.424)] [data_t 0.015] [optim_t 0.341] [lr 0.002969] [CE 4.341 (4.413)] [KD 3.779 (4.052)] +2024-10-15 09:33:55,120 - Train: 6.50% [81300/1251000] [65.0/1000.0] [batch_t 0.476 (0.418)] [data_t 0.025] [optim_t 0.451] [lr 0.002969] [CE 4.520 (4.403)] [KD 4.220 (4.086)] +2024-10-15 09:34:22,146 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 36466] [top5_cnt 45838] [top_all 50000] +2024-10-15 09:34:22,147 - net: 72.932 (91.676) +2024-10-15 09:34:43,571 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 38902] [top5_cnt 46989] [top_all 50000] +2024-10-15 09:34:43,571 - net_E: 77.804 (93.978) +2024-10-15 09:34:43,705 - Max [top1: 73.080 (epoch: 55)] [top1-ema: 77.804 (epoch: 65)] +2024-10-15 09:34:43,706 - ==> Total time: 9:52:52 Eta: 5 days, 22:08:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 09:35:03,936 - Train: 6.50% [81350/1251000] [65.0/1000.0] [batch_t 0.358 (0.454)] [data_t 0.015] [optim_t 0.343] [lr 0.002969] [CE 4.690 (4.347)] [KD 4.051 (3.984)] +2024-10-15 09:35:24,089 - Train: 6.51% [81400/1251000] [65.1/1000.0] [batch_t 0.440 (0.403)] [data_t 0.015] [optim_t 0.425] [lr 0.002969] [CE 4.839 (4.378)] [KD 4.171 (3.990)] +2024-10-15 09:35:45,919 - Train: 6.51% [81450/1251000] [65.1/1000.0] [batch_t 0.409 (0.436)] [data_t 0.016] [optim_t 0.393] [lr 0.002969] [CE 4.150 (4.494)] [KD 3.684 (4.065)] +2024-10-15 09:36:06,210 - Train: 6.51% [81500/1251000] [65.1/1000.0] [batch_t 0.361 (0.406)] [data_t 0.016] [optim_t 0.345] [lr 0.002969] [CE 4.609 (4.404)] [KD 4.148 (3.974)] +2024-10-15 09:36:26,466 - Train: 6.52% [81550/1251000] [65.2/1000.0] [batch_t 0.371 (0.405)] [data_t 0.015] [optim_t 0.356] [lr 0.002969] [CE 4.221 (4.412)] [KD 3.722 (3.979)] +2024-10-15 09:36:46,927 - Train: 6.52% [81600/1251000] [65.2/1000.0] [batch_t 0.401 (0.409)] [data_t 0.015] [optim_t 0.386] [lr 0.002969] [CE 4.588 (4.374)] [KD 4.233 (4.052)] +2024-10-15 09:37:08,413 - Train: 6.53% [81650/1251000] [65.3/1000.0] [batch_t 0.417 (0.430)] [data_t 0.015] [optim_t 0.402] [lr 0.002969] [CE 4.783 (4.403)] [KD 4.058 (4.004)] +2024-10-15 09:37:28,986 - Train: 6.53% [81700/1251000] [65.3/1000.0] [batch_t 0.359 (0.411)] [data_t 0.015] [optim_t 0.344] [lr 0.002969] [CE 3.842 (4.367)] [KD 4.035 (4.057)] +2024-10-15 09:37:49,745 - Train: 6.53% [81750/1251000] [65.3/1000.0] [batch_t 0.456 (0.415)] [data_t 0.015] [optim_t 0.441] [lr 0.002969] [CE 4.553 (4.479)] [KD 4.100 (4.090)] +2024-10-15 09:38:10,635 - Train: 6.54% [81800/1251000] [65.4/1000.0] [batch_t 0.458 (0.418)] [data_t 0.015] [optim_t 0.442] [lr 0.002969] [CE 4.321 (4.397)] [KD 4.039 (4.082)] +2024-10-15 09:38:31,035 - Train: 6.54% [81850/1251000] [65.4/1000.0] [batch_t 0.407 (0.408)] [data_t 0.015] [optim_t 0.392] [lr 0.002969] [CE 4.102 (4.457)] [KD 3.913 (4.083)] +2024-10-15 09:38:52,808 - Train: 6.55% [81900/1251000] [65.5/1000.0] [batch_t 0.449 (0.435)] [data_t 0.015] [optim_t 0.434] [lr 0.002969] [CE 3.932 (4.436)] [KD 3.768 (4.078)] +2024-10-15 09:39:14,731 - Train: 6.55% [81950/1251000] [65.5/1000.0] [batch_t 0.395 (0.438)] [data_t 0.015] [optim_t 0.380] [lr 0.002969] [CE 3.845 (4.432)] [KD 3.907 (4.059)] +2024-10-15 09:39:35,244 - Train: 6.55% [82000/1251000] [65.5/1000.0] [batch_t 0.432 (0.410)] [data_t 0.015] [optim_t 0.417] [lr 0.002969] [CE 4.901 (4.409)] [KD 4.272 (4.199)] +2024-10-15 09:39:55,958 - Train: 6.56% [82050/1251000] [65.6/1000.0] [batch_t 0.403 (0.414)] [data_t 0.015] [optim_t 0.388] [lr 0.002969] [CE 4.150 (4.388)] [KD 3.950 (4.085)] +2024-10-15 09:40:16,336 - Train: 6.56% [82100/1251000] [65.6/1000.0] [batch_t 0.377 (0.407)] [data_t 0.015] [optim_t 0.362] [lr 0.002969] [CE 4.963 (4.426)] [KD 4.496 (4.100)] +2024-10-15 09:40:36,958 - Train: 6.57% [82150/1251000] [65.7/1000.0] [batch_t 0.440 (0.412)] [data_t 0.016] [optim_t 0.424] [lr 0.002969] [CE 4.119 (4.379)] [KD 3.951 (4.107)] +2024-10-15 09:40:57,898 - Train: 6.57% [82200/1251000] [65.7/1000.0] [batch_t 0.394 (0.419)] [data_t 0.016] [optim_t 0.378] [lr 0.002968] [CE 4.461 (4.352)] [KD 3.935 (3.993)] +2024-10-15 09:41:18,614 - Train: 6.57% [82250/1251000] [65.7/1000.0] [batch_t 0.476 (0.414)] [data_t 0.015] [optim_t 0.460] [lr 0.002968] [CE 4.428 (4.377)] [KD 4.108 (4.031)] +2024-10-15 09:41:39,175 - Train: 6.58% [82300/1251000] [65.8/1000.0] [batch_t 0.402 (0.411)] [data_t 0.015] [optim_t 0.387] [lr 0.002968] [CE 4.237 (4.359)] [KD 3.790 (3.995)] +2024-10-15 09:42:00,172 - Train: 6.58% [82350/1251000] [65.8/1000.0] [batch_t 0.460 (0.420)] [data_t 0.015] [optim_t 0.445] [lr 0.002968] [CE 4.379 (4.455)] [KD 4.036 (4.086)] +2024-10-15 09:42:20,720 - Train: 6.59% [82400/1251000] [65.9/1000.0] [batch_t 0.401 (0.411)] [data_t 0.016] [optim_t 0.385] [lr 0.002968] [CE 4.394 (4.459)] [KD 4.293 (4.108)] +2024-10-15 09:42:41,261 - Train: 6.59% [82450/1251000] [65.9/1000.0] [batch_t 0.364 (0.411)] [data_t 0.016] [optim_t 0.349] [lr 0.002968] [CE 4.631 (4.414)] [KD 4.333 (4.121)] +2024-10-15 09:43:01,996 - Train: 6.59% [82500/1251000] [65.9/1000.0] [batch_t 0.375 (0.415)] [data_t 0.015] [optim_t 0.360] [lr 0.002968] [CE 3.976 (4.448)] [KD 3.826 (4.092)] +2024-10-15 09:43:22,696 - Train: 6.60% [82550/1251000] [66.0/1000.0] [batch_t 0.420 (0.414)] [data_t 0.016] [optim_t 0.404] [lr 0.002968] [CE 4.419 (4.372)] [KD 4.118 (3.964)] +2024-10-15 09:43:28,784 - ==> Total time: 10:01:37 Eta: 5 days, 21:53:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 09:43:48,819 - Train: 6.60% [82600/1251000] [66.0/1000.0] [batch_t 0.359 (0.527)] [data_t 0.015] [optim_t 0.343] [lr 0.002968] [CE 4.913 (4.387)] [KD 4.195 (4.045)] +2024-10-15 09:44:10,880 - Train: 6.61% [82650/1251000] [66.1/1000.0] [batch_t 0.405 (0.441)] [data_t 0.061] [optim_t 0.344] [lr 0.002968] [CE 4.407 (4.352)] [KD 4.215 (4.079)] +2024-10-15 09:44:32,984 - Train: 6.61% [82700/1251000] [66.1/1000.0] [batch_t 0.566 (0.442)] [data_t 0.224] [optim_t 0.342] [lr 0.002968] [CE 4.613 (4.379)] [KD 4.163 (3.972)] +2024-10-15 09:44:54,761 - Train: 6.61% [82750/1251000] [66.1/1000.0] [batch_t 0.445 (0.435)] [data_t 0.102] [optim_t 0.342] [lr 0.002968] [CE 4.168 (4.374)] [KD 3.990 (4.056)] +2024-10-15 09:45:16,452 - Train: 6.62% [82800/1251000] [66.2/1000.0] [batch_t 0.359 (0.434)] [data_t 0.015] [optim_t 0.344] [lr 0.002968] [CE 3.906 (4.375)] [KD 3.963 (4.048)] +2024-10-15 09:45:38,105 - Train: 6.62% [82850/1251000] [66.2/1000.0] [batch_t 0.464 (0.433)] [data_t 0.110] [optim_t 0.354] [lr 0.002968] [CE 3.900 (4.438)] [KD 4.197 (4.071)] +2024-10-15 09:45:59,971 - Train: 6.63% [82900/1251000] [66.3/1000.0] [batch_t 0.365 (0.437)] [data_t 0.016] [optim_t 0.349] [lr 0.002968] [CE 4.489 (4.390)] [KD 3.887 (4.048)] +2024-10-15 09:46:21,285 - Train: 6.63% [82950/1251000] [66.3/1000.0] [batch_t 0.415 (0.426)] [data_t 0.016] [optim_t 0.399] [lr 0.002968] [CE 4.450 (4.424)] [KD 3.954 (4.040)] +2024-10-15 09:46:42,299 - Train: 6.63% [83000/1251000] [66.3/1000.0] [batch_t 0.570 (0.420)] [data_t 0.227] [optim_t 0.343] [lr 0.002968] [CE 4.553 (4.442)] [KD 4.076 (4.029)] +2024-10-15 09:47:03,647 - Train: 6.64% [83050/1251000] [66.4/1000.0] [batch_t 0.496 (0.427)] [data_t 0.151] [optim_t 0.345] [lr 0.002968] [CE 4.197 (4.470)] [KD 3.965 (4.036)] +2024-10-15 09:47:24,974 - Train: 6.64% [83100/1251000] [66.4/1000.0] [batch_t 0.447 (0.426)] [data_t 0.101] [optim_t 0.346] [lr 0.002968] [CE 4.303 (4.412)] [KD 3.849 (4.029)] +2024-10-15 09:47:46,317 - Train: 6.65% [83150/1251000] [66.5/1000.0] [batch_t 0.401 (0.427)] [data_t 0.058] [optim_t 0.343] [lr 0.002968] [CE 4.920 (4.427)] [KD 4.567 (4.083)] +2024-10-15 09:48:07,616 - Train: 6.65% [83200/1251000] [66.5/1000.0] [batch_t 0.401 (0.426)] [data_t 0.058] [optim_t 0.343] [lr 0.002968] [CE 4.786 (4.337)] [KD 4.256 (4.012)] +2024-10-15 09:48:28,871 - Train: 6.65% [83250/1251000] [66.5/1000.0] [batch_t 0.431 (0.425)] [data_t 0.086] [optim_t 0.345] [lr 0.002968] [CE 4.518 (4.406)] [KD 4.223 (3.990)] +2024-10-15 09:48:50,134 - Train: 6.66% [83300/1251000] [66.6/1000.0] [batch_t 0.446 (0.425)] [data_t 0.102] [optim_t 0.345] [lr 0.002968] [CE 4.233 (4.445)] [KD 3.942 (4.121)] +2024-10-15 09:49:11,374 - Train: 6.66% [83350/1251000] [66.6/1000.0] [batch_t 0.425 (0.425)] [data_t 0.080] [optim_t 0.345] [lr 0.002968] [CE 4.307 (4.456)] [KD 4.009 (4.065)] +2024-10-15 09:49:32,863 - Train: 6.67% [83400/1251000] [66.7/1000.0] [batch_t 0.474 (0.430)] [data_t 0.130] [optim_t 0.344] [lr 0.002968] [CE 4.326 (4.414)] [KD 4.015 (4.103)] +2024-10-15 09:49:53,830 - Train: 6.67% [83450/1251000] [66.7/1000.0] [batch_t 0.365 (0.419)] [data_t 0.016] [optim_t 0.349] [lr 0.002968] [CE 4.533 (4.443)] [KD 4.144 (4.056)] +2024-10-15 09:50:14,704 - Train: 6.67% [83500/1251000] [66.7/1000.0] [batch_t 0.411 (0.417)] [data_t 0.069] [optim_t 0.342] [lr 0.002967] [CE 4.579 (4.425)] [KD 4.381 (4.094)] +2024-10-15 09:50:35,839 - Train: 6.68% [83550/1251000] [66.8/1000.0] [batch_t 0.389 (0.423)] [data_t 0.044] [optim_t 0.345] [lr 0.002967] [CE 4.420 (4.364)] [KD 4.098 (4.099)] +2024-10-15 09:50:56,850 - Train: 6.68% [83600/1251000] [66.8/1000.0] [batch_t 0.370 (0.420)] [data_t 0.026] [optim_t 0.344] [lr 0.002967] [CE 4.555 (4.424)] [KD 3.983 (4.065)] +2024-10-15 09:51:18,534 - Train: 6.69% [83650/1251000] [66.9/1000.0] [batch_t 0.423 (0.434)] [data_t 0.080] [optim_t 0.343] [lr 0.002967] [CE 4.699 (4.453)] [KD 4.301 (4.076)] +2024-10-15 09:51:39,525 - Train: 6.69% [83700/1251000] [66.9/1000.0] [batch_t 0.429 (0.420)] [data_t 0.086] [optim_t 0.343] [lr 0.002967] [CE 4.700 (4.330)] [KD 4.051 (3.979)] +2024-10-15 09:52:00,926 - Train: 6.69% [83750/1251000] [66.9/1000.0] [batch_t 0.428 (0.428)] [data_t 0.080] [optim_t 0.348] [lr 0.002967] [CE 4.244 (4.399)] [KD 3.739 (3.997)] +2024-10-15 09:52:21,887 - Train: 6.70% [83800/1251000] [67.0/1000.0] [batch_t 0.487 (0.419)] [data_t 0.144] [optim_t 0.343] [lr 0.002967] [CE 4.341 (4.390)] [KD 3.824 (3.978)] +2024-10-15 09:52:28,278 - ==> Total time: 10:10:36 Eta: 5 days, 21:43:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 09:52:47,400 - Train: 6.70% [83850/1251000] [67.0/1000.0] [batch_t 0.369 (0.534)] [data_t 0.015] [optim_t 0.354] [lr 0.002967] [CE 4.550 (4.332)] [KD 4.073 (4.033)] +2024-10-15 09:53:07,304 - Train: 6.71% [83900/1251000] [67.1/1000.0] [batch_t 0.443 (0.398)] [data_t 0.015] [optim_t 0.427] [lr 0.002967] [CE 4.438 (4.342)] [KD 4.029 (3.956)] +2024-10-15 09:53:28,064 - Train: 6.71% [83950/1251000] [67.1/1000.0] [batch_t 0.417 (0.415)] [data_t 0.015] [optim_t 0.401] [lr 0.002967] [CE 4.135 (4.315)] [KD 3.719 (3.900)] +2024-10-15 09:53:48,655 - Train: 6.71% [84000/1251000] [67.1/1000.0] [batch_t 0.400 (0.412)] [data_t 0.016] [optim_t 0.384] [lr 0.002967] [CE 4.634 (4.382)] [KD 3.818 (3.936)] +2024-10-15 09:54:09,350 - Train: 6.72% [84050/1251000] [67.2/1000.0] [batch_t 0.406 (0.414)] [data_t 0.015] [optim_t 0.391] [lr 0.002967] [CE 4.541 (4.401)] [KD 4.180 (3.956)] +2024-10-15 09:54:30,263 - Train: 6.72% [84100/1251000] [67.2/1000.0] [batch_t 0.391 (0.418)] [data_t 0.015] [optim_t 0.376] [lr 0.002967] [CE 4.697 (4.396)] [KD 4.200 (4.022)] +2024-10-15 09:54:51,512 - Train: 6.73% [84150/1251000] [67.3/1000.0] [batch_t 0.489 (0.425)] [data_t 0.015] [optim_t 0.473] [lr 0.002967] [CE 4.105 (4.402)] [KD 3.950 (3.979)] +2024-10-15 09:55:12,277 - Train: 6.73% [84200/1251000] [67.3/1000.0] [batch_t 0.407 (0.415)] [data_t 0.016] [optim_t 0.392] [lr 0.002967] [CE 4.544 (4.379)] [KD 3.938 (3.981)] +2024-10-15 09:55:33,343 - Train: 6.73% [84250/1251000] [67.3/1000.0] [batch_t 0.411 (0.421)] [data_t 0.015] [optim_t 0.396] [lr 0.002967] [CE 4.161 (4.427)] [KD 3.973 (4.036)] +2024-10-15 09:55:54,176 - Train: 6.74% [84300/1251000] [67.4/1000.0] [batch_t 0.439 (0.417)] [data_t 0.016] [optim_t 0.423] [lr 0.002967] [CE 4.268 (4.369)] [KD 3.895 (4.022)] +2024-10-15 09:56:15,299 - Train: 6.74% [84350/1251000] [67.4/1000.0] [batch_t 0.429 (0.422)] [data_t 0.015] [optim_t 0.413] [lr 0.002967] [CE 4.235 (4.379)] [KD 3.837 (4.007)] +2024-10-15 09:56:37,386 - Train: 6.75% [84400/1251000] [67.5/1000.0] [batch_t 0.401 (0.442)] [data_t 0.015] [optim_t 0.386] [lr 0.002967] [CE 3.766 (4.420)] [KD 3.722 (4.037)] +2024-10-15 09:56:58,165 - Train: 6.75% [84450/1251000] [67.5/1000.0] [batch_t 0.425 (0.415)] [data_t 0.015] [optim_t 0.409] [lr 0.002967] [CE 4.221 (4.402)] [KD 3.877 (4.062)] +2024-10-15 09:57:18,671 - Train: 6.75% [84500/1251000] [67.5/1000.0] [batch_t 0.448 (0.410)] [data_t 0.015] [optim_t 0.433] [lr 0.002967] [CE 4.350 (4.373)] [KD 4.070 (4.044)] +2024-10-15 09:57:39,675 - Train: 6.76% [84550/1251000] [67.6/1000.0] [batch_t 0.494 (0.420)] [data_t 0.015] [optim_t 0.479] [lr 0.002967] [CE 4.019 (4.397)] [KD 3.767 (4.135)] +2024-10-15 09:58:00,280 - Train: 6.76% [84600/1251000] [67.6/1000.0] [batch_t 0.491 (0.412)] [data_t 0.015] [optim_t 0.475] [lr 0.002967] [CE 4.144 (4.439)] [KD 3.991 (4.123)] +2024-10-15 09:58:20,966 - Train: 6.77% [84650/1251000] [67.7/1000.0] [batch_t 0.360 (0.414)] [data_t 0.015] [optim_t 0.345] [lr 0.002967] [CE 4.265 (4.386)] [KD 4.037 (4.070)] +2024-10-15 09:58:42,298 - Train: 6.77% [84700/1251000] [67.7/1000.0] [batch_t 0.476 (0.427)] [data_t 0.015] [optim_t 0.461] [lr 0.002967] [CE 3.694 (4.370)] [KD 3.756 (4.033)] +2024-10-15 09:59:03,414 - Train: 6.77% [84750/1251000] [67.7/1000.0] [batch_t 0.404 (0.422)] [data_t 0.015] [optim_t 0.388] [lr 0.002966] [CE 4.501 (4.433)] [KD 4.217 (4.080)] +2024-10-15 09:59:25,262 - Train: 6.78% [84800/1251000] [67.8/1000.0] [batch_t 0.453 (0.437)] [data_t 0.015] [optim_t 0.438] [lr 0.002966] [CE 4.471 (4.466)] [KD 3.844 (4.075)] +2024-10-15 09:59:46,295 - Train: 6.78% [84850/1251000] [67.8/1000.0] [batch_t 0.435 (0.421)] [data_t 0.015] [optim_t 0.419] [lr 0.002966] [CE 4.829 (4.401)] [KD 3.970 (4.078)] +2024-10-15 10:00:07,427 - Train: 6.79% [84900/1251000] [67.9/1000.0] [batch_t 0.449 (0.423)] [data_t 0.016] [optim_t 0.433] [lr 0.002966] [CE 4.317 (4.410)] [KD 3.916 (4.096)] +2024-10-15 10:00:29,110 - Train: 6.79% [84950/1251000] [67.9/1000.0] [batch_t 0.433 (0.434)] [data_t 0.015] [optim_t 0.418] [lr 0.002966] [CE 4.984 (4.484)] [KD 4.361 (4.066)] +2024-10-15 10:00:50,737 - Train: 6.79% [85000/1251000] [67.9/1000.0] [batch_t 0.426 (0.432)] [data_t 0.015] [optim_t 0.410] [lr 0.002966] [CE 4.246 (4.417)] [KD 3.987 (4.078)] +2024-10-15 10:01:12,222 - Train: 6.80% [85050/1251000] [68.0/1000.0] [batch_t 0.411 (0.430)] [data_t 0.015] [optim_t 0.396] [lr 0.002966] [CE 4.524 (4.447)] [KD 4.070 (4.100)] +2024-10-15 10:01:18,957 - ==> Total time: 10:19:27 Eta: 5 days, 21:30:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 10:01:37,737 - Train: 6.80% [85100/1251000] [68.0/1000.0] [batch_t 0.564 (0.550)] [data_t 0.015] [optim_t 0.548] [lr 0.002966] [CE 4.895 (4.392)] [KD 4.129 (4.010)] +2024-10-15 10:01:59,966 - Train: 6.81% [85150/1251000] [68.1/1000.0] [batch_t 0.543 (0.444)] [data_t 0.015] [optim_t 0.527] [lr 0.002966] [CE 3.817 (4.407)] [KD 3.720 (4.027)] +2024-10-15 10:02:22,018 - Train: 6.81% [85200/1251000] [68.1/1000.0] [batch_t 0.490 (0.441)] [data_t 0.015] [optim_t 0.475] [lr 0.002966] [CE 4.008 (4.411)] [KD 3.730 (4.051)] +2024-10-15 10:02:44,095 - Train: 6.81% [85250/1251000] [68.1/1000.0] [batch_t 0.477 (0.441)] [data_t 0.015] [optim_t 0.462] [lr 0.002966] [CE 4.679 (4.398)] [KD 4.310 (4.016)] +2024-10-15 10:03:05,551 - Train: 6.82% [85300/1251000] [68.2/1000.0] [batch_t 0.453 (0.429)] [data_t 0.015] [optim_t 0.437] [lr 0.002966] [CE 4.350 (4.395)] [KD 3.969 (4.037)] +2024-10-15 10:03:27,261 - Train: 6.82% [85350/1251000] [68.2/1000.0] [batch_t 0.470 (0.434)] [data_t 0.015] [optim_t 0.455] [lr 0.002966] [CE 4.280 (4.465)] [KD 3.938 (4.014)] +2024-10-15 10:03:48,602 - Train: 6.83% [85400/1251000] [68.3/1000.0] [batch_t 0.376 (0.427)] [data_t 0.015] [optim_t 0.360] [lr 0.002966] [CE 4.553 (4.412)] [KD 4.376 (4.030)] +2024-10-15 10:04:10,521 - Train: 6.83% [85450/1251000] [68.3/1000.0] [batch_t 0.428 (0.438)] [data_t 0.015] [optim_t 0.413] [lr 0.002966] [CE 4.358 (4.376)] [KD 3.997 (3.994)] +2024-10-15 10:04:32,794 - Train: 6.83% [85500/1251000] [68.3/1000.0] [batch_t 0.474 (0.445)] [data_t 0.016] [optim_t 0.459] [lr 0.002966] [CE 3.859 (4.385)] [KD 3.607 (3.963)] +2024-10-15 10:04:54,823 - Train: 6.84% [85550/1251000] [68.4/1000.0] [batch_t 0.446 (0.440)] [data_t 0.015] [optim_t 0.430] [lr 0.002966] [CE 3.959 (4.408)] [KD 3.683 (3.953)] +2024-10-15 10:05:16,750 - Train: 6.84% [85600/1251000] [68.4/1000.0] [batch_t 0.364 (0.438)] [data_t 0.015] [optim_t 0.348] [lr 0.002966] [CE 4.309 (4.412)] [KD 3.928 (4.015)] +2024-10-15 10:05:38,580 - Train: 6.85% [85650/1251000] [68.5/1000.0] [batch_t 0.391 (0.436)] [data_t 0.015] [optim_t 0.376] [lr 0.002966] [CE 4.409 (4.451)] [KD 3.955 (4.064)] +2024-10-15 10:05:59,981 - Train: 6.85% [85700/1251000] [68.5/1000.0] [batch_t 0.378 (0.428)] [data_t 0.016] [optim_t 0.363] [lr 0.002966] [CE 4.327 (4.409)] [KD 4.042 (4.067)] +2024-10-15 10:06:21,081 - Train: 6.85% [85750/1251000] [68.5/1000.0] [batch_t 0.435 (0.422)] [data_t 0.015] [optim_t 0.420] [lr 0.002966] [CE 4.444 (4.427)] [KD 4.121 (4.081)] +2024-10-15 10:06:42,300 - Train: 6.86% [85800/1251000] [68.6/1000.0] [batch_t 0.422 (0.424)] [data_t 0.016] [optim_t 0.407] [lr 0.002966] [CE 4.383 (4.342)] [KD 3.729 (3.954)] +2024-10-15 10:07:03,854 - Train: 6.86% [85850/1251000] [68.6/1000.0] [batch_t 0.400 (0.431)] [data_t 0.015] [optim_t 0.385] [lr 0.002966] [CE 4.009 (4.433)] [KD 4.066 (4.071)] +2024-10-15 10:07:25,104 - Train: 6.87% [85900/1251000] [68.7/1000.0] [batch_t 0.444 (0.425)] [data_t 0.015] [optim_t 0.428] [lr 0.002966] [CE 4.668 (4.399)] [KD 4.260 (4.074)] +2024-10-15 10:07:46,555 - Train: 6.87% [85950/1251000] [68.7/1000.0] [batch_t 0.416 (0.429)] [data_t 0.015] [optim_t 0.400] [lr 0.002966] [CE 4.792 (4.407)] [KD 4.082 (4.012)] +2024-10-15 10:08:08,714 - Train: 6.87% [86000/1251000] [68.7/1000.0] [batch_t 0.438 (0.443)] [data_t 0.015] [optim_t 0.423] [lr 0.002966] [CE 4.307 (4.411)] [KD 3.789 (3.930)] +2024-10-15 10:08:30,478 - Train: 6.88% [86050/1251000] [68.8/1000.0] [batch_t 0.434 (0.435)] [data_t 0.015] [optim_t 0.419] [lr 0.002965] [CE 4.588 (4.464)] [KD 4.234 (4.052)] +2024-10-15 10:08:52,132 - Train: 6.88% [86100/1251000] [68.8/1000.0] [batch_t 0.492 (0.433)] [data_t 0.015] [optim_t 0.476] [lr 0.002965] [CE 4.157 (4.368)] [KD 4.068 (4.023)] +2024-10-15 10:09:13,303 - Train: 6.89% [86150/1251000] [68.9/1000.0] [batch_t 0.413 (0.423)] [data_t 0.015] [optim_t 0.398] [lr 0.002965] [CE 4.448 (4.410)] [KD 4.075 (4.003)] +2024-10-15 10:09:34,571 - Train: 6.89% [86200/1251000] [68.9/1000.0] [batch_t 0.377 (0.425)] [data_t 0.015] [optim_t 0.362] [lr 0.002965] [CE 4.123 (4.385)] [KD 3.942 (4.087)] +2024-10-15 10:09:56,405 - Train: 6.89% [86250/1251000] [68.9/1000.0] [batch_t 0.446 (0.437)] [data_t 0.015] [optim_t 0.430] [lr 0.002965] [CE 4.448 (4.392)] [KD 3.952 (4.011)] +2024-10-15 10:10:17,923 - Train: 6.90% [86300/1251000] [69.0/1000.0] [batch_t 0.474 (0.430)] [data_t 0.015] [optim_t 0.458] [lr 0.002965] [CE 4.564 (4.420)] [KD 4.025 (4.049)] +2024-10-15 10:10:25,176 - ==> Total time: 10:28:33 Eta: 5 days, 21:21:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 10:10:42,681 - Train: 6.90% [86350/1251000] [69.0/1000.0] [batch_t 0.377 (0.523)] [data_t 0.015] [optim_t 0.362] [lr 0.002965] [CE 4.316 (4.379)] [KD 3.641 (3.971)] +2024-10-15 10:11:04,195 - Train: 6.91% [86400/1251000] [69.1/1000.0] [batch_t 0.405 (0.430)] [data_t 0.015] [optim_t 0.390] [lr 0.002965] [CE 4.249 (4.456)] [KD 4.073 (4.011)] +2024-10-15 10:11:24,939 - Train: 6.91% [86450/1251000] [69.1/1000.0] [batch_t 0.416 (0.415)] [data_t 0.015] [optim_t 0.401] [lr 0.002965] [CE 4.389 (4.390)] [KD 4.156 (4.018)] +2024-10-15 10:11:45,777 - Train: 6.91% [86500/1251000] [69.1/1000.0] [batch_t 0.366 (0.417)] [data_t 0.015] [optim_t 0.350] [lr 0.002965] [CE 3.999 (4.395)] [KD 3.850 (4.009)] +2024-10-15 10:12:07,024 - Train: 6.92% [86550/1251000] [69.2/1000.0] [batch_t 0.505 (0.425)] [data_t 0.015] [optim_t 0.489] [lr 0.002965] [CE 4.980 (4.346)] [KD 4.143 (3.988)] +2024-10-15 10:12:28,708 - Train: 6.92% [86600/1251000] [69.2/1000.0] [batch_t 0.443 (0.434)] [data_t 0.015] [optim_t 0.428] [lr 0.002965] [CE 4.249 (4.377)] [KD 4.005 (4.021)] +2024-10-15 10:12:49,809 - Train: 6.93% [86650/1251000] [69.3/1000.0] [batch_t 0.442 (0.422)] [data_t 0.016] [optim_t 0.426] [lr 0.002965] [CE 4.889 (4.374)] [KD 4.165 (4.033)] +2024-10-15 10:13:10,937 - Train: 6.93% [86700/1251000] [69.3/1000.0] [batch_t 0.387 (0.422)] [data_t 0.015] [optim_t 0.372] [lr 0.002965] [CE 4.305 (4.401)] [KD 4.094 (4.042)] +2024-10-15 10:13:31,805 - Train: 6.93% [86750/1251000] [69.3/1000.0] [batch_t 0.426 (0.417)] [data_t 0.015] [optim_t 0.410] [lr 0.002965] [CE 4.704 (4.396)] [KD 4.007 (3.993)] +2024-10-15 10:13:53,583 - Train: 6.94% [86800/1251000] [69.4/1000.0] [batch_t 0.455 (0.435)] [data_t 0.015] [optim_t 0.440] [lr 0.002965] [CE 3.757 (4.475)] [KD 3.640 (4.091)] +2024-10-15 10:14:14,914 - Train: 6.94% [86850/1251000] [69.4/1000.0] [batch_t 0.429 (0.427)] [data_t 0.015] [optim_t 0.413] [lr 0.002965] [CE 3.753 (4.420)] [KD 3.799 (4.031)] +2024-10-15 10:14:36,147 - Train: 6.95% [86900/1251000] [69.5/1000.0] [batch_t 0.418 (0.425)] [data_t 0.015] [optim_t 0.402] [lr 0.002965] [CE 4.274 (4.398)] [KD 4.021 (3.988)] +2024-10-15 10:14:57,039 - Train: 6.95% [86950/1251000] [69.5/1000.0] [batch_t 0.446 (0.418)] [data_t 0.015] [optim_t 0.431] [lr 0.002965] [CE 4.458 (4.364)] [KD 3.906 (3.973)] +2024-10-15 10:15:18,638 - Train: 6.95% [87000/1251000] [69.5/1000.0] [batch_t 0.582 (0.432)] [data_t 0.016] [optim_t 0.567] [lr 0.002965] [CE 4.352 (4.372)] [KD 4.129 (4.053)] +2024-10-15 10:15:39,596 - Train: 6.96% [87050/1251000] [69.6/1000.0] [batch_t 0.465 (0.419)] [data_t 0.016] [optim_t 0.449] [lr 0.002965] [CE 4.071 (4.411)] [KD 3.815 (4.001)] +2024-10-15 10:16:00,726 - Train: 6.96% [87100/1251000] [69.6/1000.0] [batch_t 0.499 (0.422)] [data_t 0.015] [optim_t 0.484] [lr 0.002965] [CE 4.148 (4.391)] [KD 3.858 (4.037)] +2024-10-15 10:16:22,247 - Train: 6.97% [87150/1251000] [69.7/1000.0] [batch_t 0.373 (0.430)] [data_t 0.015] [optim_t 0.357] [lr 0.002965] [CE 4.118 (4.379)] [KD 3.969 (3.971)] +2024-10-15 10:16:43,472 - Train: 6.97% [87200/1251000] [69.7/1000.0] [batch_t 0.396 (0.424)] [data_t 0.016] [optim_t 0.380] [lr 0.002965] [CE 4.499 (4.420)] [KD 3.748 (4.023)] +2024-10-15 10:17:04,836 - Train: 6.97% [87250/1251000] [69.7/1000.0] [batch_t 0.387 (0.427)] [data_t 0.015] [optim_t 0.372] [lr 0.002964] [CE 4.581 (4.431)] [KD 4.038 (4.013)] +2024-10-15 10:17:25,721 - Train: 6.98% [87300/1251000] [69.8/1000.0] [batch_t 0.367 (0.418)] [data_t 0.015] [optim_t 0.352] [lr 0.002964] [CE 4.637 (4.351)] [KD 4.062 (3.984)] +2024-10-15 10:17:46,910 - Train: 6.98% [87350/1251000] [69.8/1000.0] [batch_t 0.427 (0.424)] [data_t 0.085] [optim_t 0.342] [lr 0.002964] [CE 4.090 (4.459)] [KD 4.218 (4.035)] +2024-10-15 10:18:08,046 - Train: 6.99% [87400/1251000] [69.9/1000.0] [batch_t 0.406 (0.423)] [data_t 0.066] [optim_t 0.340] [lr 0.002964] [CE 4.583 (4.379)] [KD 3.974 (4.065)] +2024-10-15 10:18:29,574 - Train: 6.99% [87450/1251000] [69.9/1000.0] [batch_t 0.358 (0.430)] [data_t 0.015] [optim_t 0.343] [lr 0.002964] [CE 4.757 (4.356)] [KD 4.254 (4.026)] +2024-10-15 10:18:51,013 - Train: 6.99% [87500/1251000] [69.9/1000.0] [batch_t 0.416 (0.429)] [data_t 0.015] [optim_t 0.400] [lr 0.002964] [CE 4.296 (4.397)] [KD 4.060 (4.028)] +2024-10-15 10:19:12,042 - Train: 7.00% [87550/1251000] [70.0/1000.0] [batch_t 0.365 (0.420)] [data_t 0.016] [optim_t 0.349] [lr 0.002964] [CE 4.621 (4.463)] [KD 4.094 (4.036)] +2024-10-15 10:19:42,454 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.450)] [top1_cnt 36421] [top5_cnt 45832] [top_all 50000] +2024-10-15 10:19:42,454 - net: 72.842 (91.664) +2024-10-15 10:20:04,410 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 38976] [top5_cnt 47020] [top_all 50000] +2024-10-15 10:20:04,411 - net_E: 77.952 (94.040) +2024-10-15 10:20:04,549 - Max [top1: 73.080 (epoch: 55)] [top1-ema: 77.952 (epoch: 70)] +2024-10-15 10:20:04,550 - ==> Total time: 10:38:13 Eta: 5 days, 21:19:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 10:20:23,225 - Train: 7.00% [87600/1251000] [70.0/1000.0] [batch_t 0.362 (0.462)] [data_t 0.015] [optim_t 0.347] [lr 0.002964] [CE 3.883 (4.409)] [KD 3.697 (3.886)] +2024-10-15 10:20:44,164 - Train: 7.01% [87650/1251000] [70.1/1000.0] [batch_t 0.460 (0.419)] [data_t 0.015] [optim_t 0.445] [lr 0.002964] [CE 3.981 (4.391)] [KD 3.666 (3.945)] +2024-10-15 10:21:06,681 - Train: 7.01% [87700/1251000] [70.1/1000.0] [batch_t 0.357 (0.450)] [data_t 0.015] [optim_t 0.341] [lr 0.002964] [CE 3.711 (4.469)] [KD 3.565 (3.981)] +2024-10-15 10:21:29,162 - Train: 7.01% [87750/1251000] [70.1/1000.0] [batch_t 0.458 (0.450)] [data_t 0.016] [optim_t 0.443] [lr 0.002964] [CE 4.619 (4.410)] [KD 3.942 (3.902)] +2024-10-15 10:21:50,412 - Train: 7.02% [87800/1251000] [70.2/1000.0] [batch_t 0.506 (0.425)] [data_t 0.164] [optim_t 0.342] [lr 0.002964] [CE 4.504 (4.377)] [KD 4.105 (4.000)] +2024-10-15 10:22:12,840 - Train: 7.02% [87850/1251000] [70.2/1000.0] [batch_t 0.379 (0.448)] [data_t 0.038] [optim_t 0.341] [lr 0.002964] [CE 4.179 (4.404)] [KD 3.985 (4.013)] +2024-10-15 10:22:35,052 - Train: 7.03% [87900/1251000] [70.3/1000.0] [batch_t 0.488 (0.444)] [data_t 0.145] [optim_t 0.343] [lr 0.002964] [CE 4.135 (4.352)] [KD 3.893 (3.995)] +2024-10-15 10:22:57,018 - Train: 7.03% [87950/1251000] [70.3/1000.0] [batch_t 0.466 (0.439)] [data_t 0.124] [optim_t 0.342] [lr 0.002964] [CE 4.528 (4.463)] [KD 4.133 (4.086)] +2024-10-15 10:23:18,918 - Train: 7.03% [88000/1251000] [70.3/1000.0] [batch_t 0.450 (0.438)] [data_t 0.110] [optim_t 0.340] [lr 0.002964] [CE 4.187 (4.418)] [KD 3.928 (4.046)] +2024-10-15 10:23:40,950 - Train: 7.04% [88050/1251000] [70.4/1000.0] [batch_t 0.446 (0.441)] [data_t 0.088] [optim_t 0.358] [lr 0.002964] [CE 4.487 (4.410)] [KD 4.009 (4.079)] +2024-10-15 10:24:02,872 - Train: 7.04% [88100/1251000] [70.4/1000.0] [batch_t 0.425 (0.438)] [data_t 0.084] [optim_t 0.341] [lr 0.002964] [CE 4.256 (4.394)] [KD 4.081 (4.024)] +2024-10-15 10:24:24,855 - Train: 7.05% [88150/1251000] [70.5/1000.0] [batch_t 0.460 (0.440)] [data_t 0.120] [optim_t 0.339] [lr 0.002964] [CE 4.362 (4.358)] [KD 4.092 (3.949)] +2024-10-15 10:24:46,997 - Train: 7.05% [88200/1251000] [70.5/1000.0] [batch_t 0.470 (0.443)] [data_t 0.129] [optim_t 0.340] [lr 0.002964] [CE 4.960 (4.421)] [KD 4.231 (4.035)] +2024-10-15 10:25:08,762 - Train: 7.05% [88250/1251000] [70.5/1000.0] [batch_t 0.429 (0.435)] [data_t 0.090] [optim_t 0.339] [lr 0.002964] [CE 4.721 (4.464)] [KD 4.314 (4.084)] +2024-10-15 10:25:30,734 - Train: 7.06% [88300/1251000] [70.6/1000.0] [batch_t 0.411 (0.439)] [data_t 0.069] [optim_t 0.341] [lr 0.002964] [CE 4.152 (4.398)] [KD 3.943 (4.049)] +2024-10-15 10:25:52,738 - Train: 7.06% [88350/1251000] [70.6/1000.0] [batch_t 0.428 (0.440)] [data_t 0.088] [optim_t 0.341] [lr 0.002964] [CE 4.509 (4.358)] [KD 4.135 (3.957)] +2024-10-15 10:26:14,820 - Train: 7.07% [88400/1251000] [70.7/1000.0] [batch_t 0.518 (0.442)] [data_t 0.175] [optim_t 0.343] [lr 0.002964] [CE 4.581 (4.436)] [KD 3.913 (4.064)] +2024-10-15 10:26:35,384 - Train: 7.07% [88450/1251000] [70.7/1000.0] [batch_t 0.431 (0.411)] [data_t 0.088] [optim_t 0.343] [lr 0.002964] [CE 4.225 (4.424)] [KD 4.054 (4.078)] +2024-10-15 10:26:56,316 - Train: 7.07% [88500/1251000] [70.7/1000.0] [batch_t 0.440 (0.419)] [data_t 0.096] [optim_t 0.344] [lr 0.002963] [CE 4.577 (4.376)] [KD 4.075 (4.022)] +2024-10-15 10:27:17,407 - Train: 7.08% [88550/1251000] [70.8/1000.0] [batch_t 0.473 (0.422)] [data_t 0.132] [optim_t 0.341] [lr 0.002963] [CE 4.066 (4.429)] [KD 3.870 (4.048)] +2024-10-15 10:27:38,523 - Train: 7.08% [88600/1251000] [70.8/1000.0] [batch_t 0.482 (0.422)] [data_t 0.140] [optim_t 0.342] [lr 0.002963] [CE 4.280 (4.466)] [KD 3.949 (4.141)] +2024-10-15 10:27:59,639 - Train: 7.09% [88650/1251000] [70.9/1000.0] [batch_t 0.409 (0.422)] [data_t 0.015] [optim_t 0.393] [lr 0.002963] [CE 4.431 (4.369)] [KD 4.024 (4.053)] +2024-10-15 10:28:20,830 - Train: 7.09% [88700/1251000] [70.9/1000.0] [batch_t 0.362 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.002963] [CE 4.566 (4.440)] [KD 4.324 (4.084)] +2024-10-15 10:28:42,719 - Train: 7.09% [88750/1251000] [70.9/1000.0] [batch_t 0.461 (0.438)] [data_t 0.015] [optim_t 0.445] [lr 0.002963] [CE 4.151 (4.399)] [KD 3.876 (4.016)] +2024-10-15 10:29:04,093 - Train: 7.10% [88800/1251000] [71.0/1000.0] [batch_t 0.455 (0.427)] [data_t 0.015] [optim_t 0.440] [lr 0.002963] [CE 3.737 (4.393)] [KD 3.971 (4.018)] +2024-10-15 10:29:12,340 - ==> Total time: 10:47:20 Eta: 5 days, 21:10:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 10:29:29,165 - Train: 7.10% [88850/1251000] [71.0/1000.0] [batch_t 0.361 (0.525)] [data_t 0.015] [optim_t 0.346] [lr 0.002963] [CE 4.778 (4.277)] [KD 3.860 (3.875)] +2024-10-15 10:29:51,100 - Train: 7.11% [88900/1251000] [71.1/1000.0] [batch_t 0.468 (0.439)] [data_t 0.015] [optim_t 0.453] [lr 0.002963] [CE 4.498 (4.352)] [KD 4.233 (3.914)] +2024-10-15 10:30:13,022 - Train: 7.11% [88950/1251000] [71.1/1000.0] [batch_t 0.462 (0.438)] [data_t 0.016] [optim_t 0.446] [lr 0.002963] [CE 3.983 (4.435)] [KD 3.926 (3.914)] +2024-10-15 10:30:34,218 - Train: 7.11% [89000/1251000] [71.1/1000.0] [batch_t 0.467 (0.424)] [data_t 0.015] [optim_t 0.452] [lr 0.002963] [CE 4.237 (4.382)] [KD 3.916 (3.958)] +2024-10-15 10:30:54,802 - Train: 7.12% [89050/1251000] [71.2/1000.0] [batch_t 0.361 (0.412)] [data_t 0.015] [optim_t 0.346] [lr 0.002963] [CE 4.651 (4.409)] [KD 3.926 (4.026)] +2024-10-15 10:31:15,379 - Train: 7.12% [89100/1251000] [71.2/1000.0] [batch_t 0.455 (0.411)] [data_t 0.015] [optim_t 0.440] [lr 0.002963] [CE 3.715 (4.398)] [KD 3.888 (4.071)] +2024-10-15 10:31:35,943 - Train: 7.13% [89150/1251000] [71.3/1000.0] [batch_t 0.441 (0.411)] [data_t 0.016] [optim_t 0.425] [lr 0.002963] [CE 4.635 (4.420)] [KD 4.310 (4.122)] +2024-10-15 10:31:56,171 - Train: 7.13% [89200/1251000] [71.3/1000.0] [batch_t 0.415 (0.404)] [data_t 0.015] [optim_t 0.399] [lr 0.002963] [CE 4.306 (4.335)] [KD 3.957 (4.016)] +2024-10-15 10:32:17,684 - Train: 7.13% [89250/1251000] [71.3/1000.0] [batch_t 0.406 (0.430)] [data_t 0.015] [optim_t 0.390] [lr 0.002963] [CE 4.263 (4.480)] [KD 4.198 (4.065)] +2024-10-15 10:32:39,650 - Train: 7.14% [89300/1251000] [71.4/1000.0] [batch_t 0.360 (0.439)] [data_t 0.015] [optim_t 0.345] [lr 0.002963] [CE 4.581 (4.407)] [KD 4.192 (4.015)] +2024-10-15 10:33:01,857 - Train: 7.14% [89350/1251000] [71.4/1000.0] [batch_t 0.483 (0.444)] [data_t 0.141] [optim_t 0.342] [lr 0.002963] [CE 3.734 (4.354)] [KD 3.784 (4.014)] +2024-10-15 10:33:23,701 - Train: 7.15% [89400/1251000] [71.5/1000.0] [batch_t 0.424 (0.437)] [data_t 0.077] [optim_t 0.347] [lr 0.002963] [CE 4.586 (4.351)] [KD 4.254 (4.023)] +2024-10-15 10:33:44,671 - Train: 7.15% [89450/1251000] [71.5/1000.0] [batch_t 0.422 (0.419)] [data_t 0.080] [optim_t 0.342] [lr 0.002963] [CE 4.877 (4.410)] [KD 4.395 (4.071)] +2024-10-15 10:34:05,296 - Train: 7.15% [89500/1251000] [71.5/1000.0] [batch_t 0.501 (0.412)] [data_t 0.158] [optim_t 0.343] [lr 0.002963] [CE 4.167 (4.401)] [KD 3.829 (4.083)] +2024-10-15 10:34:26,578 - Train: 7.16% [89550/1251000] [71.6/1000.0] [batch_t 0.358 (0.426)] [data_t 0.016] [optim_t 0.343] [lr 0.002963] [CE 4.535 (4.356)] [KD 3.970 (3.964)] +2024-10-15 10:34:46,922 - Train: 7.16% [89600/1251000] [71.6/1000.0] [batch_t 0.395 (0.407)] [data_t 0.050] [optim_t 0.345] [lr 0.002963] [CE 4.664 (4.406)] [KD 4.197 (4.012)] +2024-10-15 10:35:08,506 - Train: 7.17% [89650/1251000] [71.7/1000.0] [batch_t 0.492 (0.432)] [data_t 0.015] [optim_t 0.476] [lr 0.002963] [CE 4.743 (4.457)] [KD 3.985 (4.156)] +2024-10-15 10:35:29,934 - Train: 7.17% [89700/1251000] [71.7/1000.0] [batch_t 0.440 (0.428)] [data_t 0.015] [optim_t 0.425] [lr 0.002962] [CE 4.098 (4.413)] [KD 3.901 (4.049)] +2024-10-15 10:35:50,159 - Train: 7.17% [89750/1251000] [71.7/1000.0] [batch_t 0.452 (0.404)] [data_t 0.015] [optim_t 0.437] [lr 0.002962] [CE 4.258 (4.375)] [KD 3.997 (3.946)] +2024-10-15 10:36:11,371 - Train: 7.18% [89800/1251000] [71.8/1000.0] [batch_t 0.403 (0.424)] [data_t 0.015] [optim_t 0.387] [lr 0.002962] [CE 4.595 (4.371)] [KD 4.207 (3.991)] +2024-10-15 10:36:33,322 - Train: 7.18% [89850/1251000] [71.8/1000.0] [batch_t 0.491 (0.439)] [data_t 0.015] [optim_t 0.476] [lr 0.002962] [CE 4.637 (4.373)] [KD 4.142 (4.032)] +2024-10-15 10:36:55,474 - Train: 7.19% [89900/1251000] [71.9/1000.0] [batch_t 0.496 (0.443)] [data_t 0.015] [optim_t 0.481] [lr 0.002962] [CE 4.522 (4.408)] [KD 4.069 (4.032)] +2024-10-15 10:37:17,387 - Train: 7.19% [89950/1251000] [71.9/1000.0] [batch_t 0.468 (0.438)] [data_t 0.015] [optim_t 0.452] [lr 0.002962] [CE 4.174 (4.427)] [KD 4.024 (4.042)] +2024-10-15 10:37:38,729 - Train: 7.19% [90000/1251000] [71.9/1000.0] [batch_t 0.474 (0.427)] [data_t 0.015] [optim_t 0.458] [lr 0.002962] [CE 4.732 (4.393)] [KD 4.287 (4.038)] +2024-10-15 10:37:59,360 - Train: 7.20% [90050/1251000] [72.0/1000.0] [batch_t 0.425 (0.413)] [data_t 0.016] [optim_t 0.409] [lr 0.002962] [CE 4.190 (4.422)] [KD 3.946 (3.978)] +2024-10-15 10:38:08,083 - ==> Total time: 10:56:16 Eta: 5 days, 20:58:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 10:38:25,004 - Train: 7.20% [90100/1251000] [72.0/1000.0] [batch_t 0.363 (0.557)] [data_t 0.015] [optim_t 0.347] [lr 0.002962] [CE 4.552 (4.493)] [KD 4.221 (4.070)] +2024-10-15 10:38:46,345 - Train: 7.21% [90150/1251000] [72.1/1000.0] [batch_t 0.521 (0.427)] [data_t 0.015] [optim_t 0.506] [lr 0.002962] [CE 4.220 (4.423)] [KD 4.025 (4.046)] +2024-10-15 10:39:08,255 - Train: 7.21% [90200/1251000] [72.1/1000.0] [batch_t 0.426 (0.438)] [data_t 0.015] [optim_t 0.411] [lr 0.002962] [CE 4.323 (4.366)] [KD 3.907 (4.006)] +2024-10-15 10:39:29,960 - Train: 7.21% [90250/1251000] [72.1/1000.0] [batch_t 0.463 (0.434)] [data_t 0.015] [optim_t 0.448] [lr 0.002962] [CE 4.484 (4.514)] [KD 4.049 (4.127)] +2024-10-15 10:39:51,565 - Train: 7.22% [90300/1251000] [72.2/1000.0] [batch_t 0.424 (0.432)] [data_t 0.016] [optim_t 0.408] [lr 0.002962] [CE 4.307 (4.362)] [KD 3.994 (3.966)] +2024-10-15 10:40:13,569 - Train: 7.22% [90350/1251000] [72.2/1000.0] [batch_t 0.418 (0.440)] [data_t 0.015] [optim_t 0.403] [lr 0.002962] [CE 4.393 (4.363)] [KD 3.764 (3.982)] +2024-10-15 10:40:34,533 - Train: 7.23% [90400/1251000] [72.3/1000.0] [batch_t 0.400 (0.419)] [data_t 0.015] [optim_t 0.385] [lr 0.002962] [CE 4.167 (4.411)] [KD 3.974 (3.994)] +2024-10-15 10:40:55,888 - Train: 7.23% [90450/1251000] [72.3/1000.0] [batch_t 0.492 (0.427)] [data_t 0.015] [optim_t 0.477] [lr 0.002962] [CE 4.390 (4.455)] [KD 3.973 (4.146)] +2024-10-15 10:41:17,264 - Train: 7.23% [90500/1251000] [72.3/1000.0] [batch_t 0.436 (0.427)] [data_t 0.015] [optim_t 0.420] [lr 0.002962] [CE 4.352 (4.455)] [KD 4.118 (4.114)] +2024-10-15 10:41:38,256 - Train: 7.24% [90550/1251000] [72.4/1000.0] [batch_t 0.402 (0.420)] [data_t 0.015] [optim_t 0.386] [lr 0.002962] [CE 4.551 (4.383)] [KD 4.126 (4.041)] +2024-10-15 10:41:59,734 - Train: 7.24% [90600/1251000] [72.4/1000.0] [batch_t 0.509 (0.429)] [data_t 0.015] [optim_t 0.494] [lr 0.002962] [CE 4.812 (4.344)] [KD 4.089 (3.977)] +2024-10-15 10:42:21,005 - Train: 7.25% [90650/1251000] [72.5/1000.0] [batch_t 0.427 (0.425)] [data_t 0.015] [optim_t 0.412] [lr 0.002962] [CE 4.712 (4.407)] [KD 3.961 (3.998)] +2024-10-15 10:42:42,330 - Train: 7.25% [90700/1251000] [72.5/1000.0] [batch_t 0.397 (0.426)] [data_t 0.015] [optim_t 0.382] [lr 0.002962] [CE 4.887 (4.411)] [KD 4.178 (3.996)] +2024-10-15 10:43:03,512 - Train: 7.25% [90750/1251000] [72.5/1000.0] [batch_t 0.403 (0.424)] [data_t 0.015] [optim_t 0.388] [lr 0.002962] [CE 4.295 (4.410)] [KD 3.977 (4.044)] +2024-10-15 10:43:25,062 - Train: 7.26% [90800/1251000] [72.6/1000.0] [batch_t 0.437 (0.431)] [data_t 0.015] [optim_t 0.421] [lr 0.002962] [CE 4.622 (4.395)] [KD 4.278 (4.000)] +2024-10-15 10:43:46,559 - Train: 7.26% [90850/1251000] [72.6/1000.0] [batch_t 0.414 (0.430)] [data_t 0.016] [optim_t 0.398] [lr 0.002962] [CE 4.909 (4.403)] [KD 4.112 (4.032)] +2024-10-15 10:44:08,149 - Train: 7.27% [90900/1251000] [72.7/1000.0] [batch_t 0.429 (0.432)] [data_t 0.015] [optim_t 0.413] [lr 0.002961] [CE 4.013 (4.374)] [KD 3.800 (3.896)] +2024-10-15 10:44:29,354 - Train: 7.27% [90950/1251000] [72.7/1000.0] [batch_t 0.445 (0.424)] [data_t 0.015] [optim_t 0.430] [lr 0.002961] [CE 4.167 (4.387)] [KD 3.917 (4.026)] +2024-10-15 10:44:50,745 - Train: 7.27% [91000/1251000] [72.7/1000.0] [batch_t 0.412 (0.428)] [data_t 0.016] [optim_t 0.397] [lr 0.002961] [CE 4.221 (4.385)] [KD 3.887 (4.017)] +2024-10-15 10:45:12,286 - Train: 7.28% [91050/1251000] [72.8/1000.0] [batch_t 0.404 (0.431)] [data_t 0.015] [optim_t 0.389] [lr 0.002961] [CE 4.404 (4.482)] [KD 4.066 (4.082)] +2024-10-15 10:45:33,654 - Train: 7.28% [91100/1251000] [72.8/1000.0] [batch_t 0.490 (0.427)] [data_t 0.015] [optim_t 0.474] [lr 0.002961] [CE 4.162 (4.411)] [KD 4.073 (4.055)] +2024-10-15 10:45:55,083 - Train: 7.29% [91150/1251000] [72.9/1000.0] [batch_t 0.428 (0.429)] [data_t 0.015] [optim_t 0.412] [lr 0.002961] [CE 4.742 (4.364)] [KD 3.984 (3.942)] +2024-10-15 10:46:16,320 - Train: 7.29% [91200/1251000] [72.9/1000.0] [batch_t 0.422 (0.425)] [data_t 0.015] [optim_t 0.407] [lr 0.002961] [CE 4.618 (4.347)] [KD 4.360 (4.040)] +2024-10-15 10:46:38,049 - Train: 7.29% [91250/1251000] [72.9/1000.0] [batch_t 0.377 (0.434)] [data_t 0.015] [optim_t 0.361] [lr 0.002961] [CE 4.318 (4.452)] [KD 4.227 (4.066)] +2024-10-15 10:46:59,510 - Train: 7.30% [91300/1251000] [73.0/1000.0] [batch_t 0.406 (0.429)] [data_t 0.015] [optim_t 0.391] [lr 0.002961] [CE 5.028 (4.500)] [KD 4.441 (4.092)] +2024-10-15 10:47:08,679 - ==> Total time: 11:05:17 Eta: 5 days, 20:48:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 10:47:25,218 - Train: 7.30% [91350/1251000] [73.0/1000.0] [batch_t 0.359 (0.563)] [data_t 0.016] [optim_t 0.344] [lr 0.002961] [CE 4.163 (4.305)] [KD 3.737 (3.890)] +2024-10-15 10:47:45,282 - Train: 7.31% [91400/1251000] [73.1/1000.0] [batch_t 0.486 (0.401)] [data_t 0.015] [optim_t 0.471] [lr 0.002961] [CE 4.550 (4.434)] [KD 4.181 (4.025)] +2024-10-15 10:48:06,701 - Train: 7.31% [91450/1251000] [73.1/1000.0] [batch_t 0.390 (0.428)] [data_t 0.015] [optim_t 0.375] [lr 0.002961] [CE 4.647 (4.433)] [KD 3.977 (4.053)] +2024-10-15 10:48:27,485 - Train: 7.31% [91500/1251000] [73.1/1000.0] [batch_t 0.450 (0.416)] [data_t 0.015] [optim_t 0.434] [lr 0.002961] [CE 4.147 (4.322)] [KD 4.090 (3.984)] +2024-10-15 10:48:48,444 - Train: 7.32% [91550/1251000] [73.2/1000.0] [batch_t 0.402 (0.419)] [data_t 0.015] [optim_t 0.386] [lr 0.002961] [CE 4.115 (4.388)] [KD 3.695 (3.984)] +2024-10-15 10:49:09,342 - Train: 7.32% [91600/1251000] [73.2/1000.0] [batch_t 0.434 (0.418)] [data_t 0.015] [optim_t 0.419] [lr 0.002961] [CE 4.313 (4.390)] [KD 3.969 (4.020)] +2024-10-15 10:49:30,581 - Train: 7.33% [91650/1251000] [73.3/1000.0] [batch_t 0.465 (0.425)] [data_t 0.015] [optim_t 0.449] [lr 0.002961] [CE 4.653 (4.334)] [KD 4.093 (3.988)] +2024-10-15 10:49:51,523 - Train: 7.33% [91700/1251000] [73.3/1000.0] [batch_t 0.391 (0.419)] [data_t 0.015] [optim_t 0.375] [lr 0.002961] [CE 3.983 (4.417)] [KD 3.647 (4.028)] +2024-10-15 10:50:12,694 - Train: 7.33% [91750/1251000] [73.3/1000.0] [batch_t 0.407 (0.423)] [data_t 0.015] [optim_t 0.392] [lr 0.002961] [CE 4.394 (4.436)] [KD 3.861 (3.937)] +2024-10-15 10:50:33,481 - Train: 7.34% [91800/1251000] [73.4/1000.0] [batch_t 0.411 (0.416)] [data_t 0.015] [optim_t 0.395] [lr 0.002961] [CE 4.489 (4.401)] [KD 3.817 (3.955)] +2024-10-15 10:50:54,227 - Train: 7.34% [91850/1251000] [73.4/1000.0] [batch_t 0.360 (0.415)] [data_t 0.015] [optim_t 0.345] [lr 0.002961] [CE 4.570 (4.358)] [KD 4.062 (3.935)] +2024-10-15 10:51:15,254 - Train: 7.35% [91900/1251000] [73.5/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.002961] [CE 4.530 (4.397)] [KD 4.286 (4.071)] +2024-10-15 10:51:36,402 - Train: 7.35% [91950/1251000] [73.5/1000.0] [batch_t 0.418 (0.423)] [data_t 0.015] [optim_t 0.403] [lr 0.002961] [CE 5.003 (4.396)] [KD 4.558 (4.012)] +2024-10-15 10:51:57,137 - Train: 7.35% [92000/1251000] [73.5/1000.0] [batch_t 0.386 (0.415)] [data_t 0.015] [optim_t 0.371] [lr 0.002961] [CE 4.266 (4.480)] [KD 4.016 (4.025)] +2024-10-15 10:52:18,391 - Train: 7.36% [92050/1251000] [73.6/1000.0] [batch_t 0.462 (0.425)] [data_t 0.015] [optim_t 0.446] [lr 0.002961] [CE 4.324 (4.349)] [KD 3.991 (3.992)] +2024-10-15 10:52:39,423 - Train: 7.36% [92100/1251000] [73.6/1000.0] [batch_t 0.410 (0.421)] [data_t 0.015] [optim_t 0.395] [lr 0.002960] [CE 4.524 (4.379)] [KD 3.947 (4.036)] +2024-10-15 10:53:00,581 - Train: 7.37% [92150/1251000] [73.7/1000.0] [batch_t 0.371 (0.423)] [data_t 0.015] [optim_t 0.356] [lr 0.002960] [CE 4.520 (4.390)] [KD 4.066 (3.997)] +2024-10-15 10:53:21,596 - Train: 7.37% [92200/1251000] [73.7/1000.0] [batch_t 0.407 (0.420)] [data_t 0.015] [optim_t 0.392] [lr 0.002960] [CE 4.483 (4.365)] [KD 4.046 (4.049)] +2024-10-15 10:53:42,882 - Train: 7.37% [92250/1251000] [73.7/1000.0] [batch_t 0.472 (0.426)] [data_t 0.016] [optim_t 0.456] [lr 0.002960] [CE 3.877 (4.467)] [KD 4.007 (4.046)] +2024-10-15 10:54:03,862 - Train: 7.38% [92300/1251000] [73.8/1000.0] [batch_t 0.395 (0.419)] [data_t 0.015] [optim_t 0.380] [lr 0.002960] [CE 4.791 (4.415)] [KD 4.173 (4.039)] +2024-10-15 10:54:25,846 - Train: 7.38% [92350/1251000] [73.8/1000.0] [batch_t 0.387 (0.440)] [data_t 0.015] [optim_t 0.371] [lr 0.002960] [CE 4.345 (4.338)] [KD 3.973 (3.933)] +2024-10-15 10:54:46,723 - Train: 7.39% [92400/1251000] [73.9/1000.0] [batch_t 0.458 (0.417)] [data_t 0.016] [optim_t 0.443] [lr 0.002960] [CE 4.544 (4.389)] [KD 4.074 (4.017)] +2024-10-15 10:55:08,044 - Train: 7.39% [92450/1251000] [73.9/1000.0] [batch_t 0.432 (0.426)] [data_t 0.015] [optim_t 0.416] [lr 0.002960] [CE 4.533 (4.379)] [KD 4.108 (4.010)] +2024-10-15 10:55:29,714 - Train: 7.39% [92500/1251000] [73.9/1000.0] [batch_t 0.460 (0.433)] [data_t 0.015] [optim_t 0.444] [lr 0.002960] [CE 4.430 (4.494)] [KD 4.019 (4.091)] +2024-10-15 10:55:51,286 - Train: 7.40% [92550/1251000] [74.0/1000.0] [batch_t 0.490 (0.431)] [data_t 0.147] [optim_t 0.343] [lr 0.002960] [CE 4.357 (4.443)] [KD 3.992 (4.026)] +2024-10-15 10:56:00,802 - ==> Total time: 11:14:09 Eta: 5 days, 20:36:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 10:56:18,735 - Train: 7.40% [92600/1251000] [74.0/1000.0] [batch_t 0.361 (0.493)] [data_t 0.015] [optim_t 0.346] [lr 0.002960] [CE 4.511 (4.369)] [KD 3.885 (3.958)] +2024-10-15 10:56:38,139 - Train: 7.41% [92650/1251000] [74.1/1000.0] [batch_t 0.417 (0.388)] [data_t 0.015] [optim_t 0.401] [lr 0.002960] [CE 4.784 (4.383)] [KD 3.961 (3.903)] +2024-10-15 10:57:00,054 - Train: 7.41% [92700/1251000] [74.1/1000.0] [batch_t 0.448 (0.438)] [data_t 0.016] [optim_t 0.433] [lr 0.002960] [CE 4.389 (4.380)] [KD 3.987 (3.983)] +2024-10-15 10:57:21,555 - Train: 7.41% [92750/1251000] [74.1/1000.0] [batch_t 0.371 (0.430)] [data_t 0.015] [optim_t 0.356] [lr 0.002960] [CE 4.922 (4.376)] [KD 4.161 (3.966)] +2024-10-15 10:57:42,026 - Train: 7.42% [92800/1251000] [74.2/1000.0] [batch_t 0.420 (0.409)] [data_t 0.015] [optim_t 0.405] [lr 0.002960] [CE 4.749 (4.412)] [KD 3.826 (4.034)] +2024-10-15 10:58:02,589 - Train: 7.42% [92850/1251000] [74.2/1000.0] [batch_t 0.405 (0.411)] [data_t 0.015] [optim_t 0.390] [lr 0.002960] [CE 3.582 (4.371)] [KD 3.438 (3.965)] +2024-10-15 10:58:23,078 - Train: 7.43% [92900/1251000] [74.3/1000.0] [batch_t 0.405 (0.410)] [data_t 0.015] [optim_t 0.389] [lr 0.002960] [CE 4.518 (4.379)] [KD 4.006 (3.938)] +2024-10-15 10:58:44,259 - Train: 7.43% [92950/1251000] [74.3/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.002960] [CE 4.473 (4.453)] [KD 3.965 (4.004)] +2024-10-15 10:59:05,114 - Train: 7.43% [93000/1251000] [74.3/1000.0] [batch_t 0.429 (0.417)] [data_t 0.015] [optim_t 0.414] [lr 0.002960] [CE 4.152 (4.387)] [KD 3.851 (3.968)] +2024-10-15 10:59:25,929 - Train: 7.44% [93050/1251000] [74.4/1000.0] [batch_t 0.401 (0.416)] [data_t 0.015] [optim_t 0.386] [lr 0.002960] [CE 4.233 (4.375)] [KD 3.656 (3.944)] +2024-10-15 10:59:46,766 - Train: 7.44% [93100/1251000] [74.4/1000.0] [batch_t 0.439 (0.417)] [data_t 0.015] [optim_t 0.423] [lr 0.002960] [CE 4.563 (4.324)] [KD 4.182 (3.908)] +2024-10-15 11:00:07,458 - Train: 7.45% [93150/1251000] [74.5/1000.0] [batch_t 0.421 (0.414)] [data_t 0.015] [optim_t 0.406] [lr 0.002960] [CE 4.332 (4.368)] [KD 3.599 (3.973)] +2024-10-15 11:00:28,725 - Train: 7.45% [93200/1251000] [74.5/1000.0] [batch_t 0.420 (0.425)] [data_t 0.015] [optim_t 0.405] [lr 0.002960] [CE 5.101 (4.427)] [KD 4.643 (4.048)] +2024-10-15 11:00:50,431 - Train: 7.45% [93250/1251000] [74.5/1000.0] [batch_t 0.412 (0.434)] [data_t 0.015] [optim_t 0.397] [lr 0.002959] [CE 4.538 (4.420)] [KD 3.793 (4.004)] +2024-10-15 11:01:12,468 - Train: 7.46% [93300/1251000] [74.6/1000.0] [batch_t 0.504 (0.441)] [data_t 0.015] [optim_t 0.489] [lr 0.002959] [CE 4.224 (4.387)] [KD 3.886 (4.017)] +2024-10-15 11:01:33,747 - Train: 7.46% [93350/1251000] [74.6/1000.0] [batch_t 0.474 (0.425)] [data_t 0.016] [optim_t 0.459] [lr 0.002959] [CE 4.628 (4.393)] [KD 4.121 (3.971)] +2024-10-15 11:01:54,715 - Train: 7.47% [93400/1251000] [74.7/1000.0] [batch_t 0.401 (0.419)] [data_t 0.016] [optim_t 0.385] [lr 0.002959] [CE 4.614 (4.320)] [KD 4.145 (3.944)] +2024-10-15 11:02:15,621 - Train: 7.47% [93450/1251000] [74.7/1000.0] [batch_t 0.464 (0.418)] [data_t 0.015] [optim_t 0.449] [lr 0.002959] [CE 4.218 (4.441)] [KD 3.998 (4.056)] +2024-10-15 11:02:36,462 - Train: 7.47% [93500/1251000] [74.7/1000.0] [batch_t 0.409 (0.417)] [data_t 0.016] [optim_t 0.393] [lr 0.002959] [CE 3.710 (4.354)] [KD 3.748 (3.962)] +2024-10-15 11:02:58,731 - Train: 7.48% [93550/1251000] [74.8/1000.0] [batch_t 0.492 (0.445)] [data_t 0.015] [optim_t 0.476] [lr 0.002959] [CE 4.469 (4.336)] [KD 4.166 (4.004)] +2024-10-15 11:03:20,393 - Train: 7.48% [93600/1251000] [74.8/1000.0] [batch_t 0.391 (0.433)] [data_t 0.015] [optim_t 0.375] [lr 0.002959] [CE 4.364 (4.346)] [KD 3.906 (3.964)] +2024-10-15 11:03:40,892 - Train: 7.49% [93650/1251000] [74.9/1000.0] [batch_t 0.405 (0.410)] [data_t 0.015] [optim_t 0.390] [lr 0.002959] [CE 4.093 (4.378)] [KD 3.887 (3.987)] +2024-10-15 11:04:01,555 - Train: 7.49% [93700/1251000] [74.9/1000.0] [batch_t 0.508 (0.413)] [data_t 0.015] [optim_t 0.493] [lr 0.002959] [CE 4.241 (4.423)] [KD 4.007 (3.998)] +2024-10-15 11:04:22,459 - Train: 7.49% [93750/1251000] [74.9/1000.0] [batch_t 0.425 (0.418)] [data_t 0.015] [optim_t 0.409] [lr 0.002959] [CE 4.575 (4.397)] [KD 4.019 (3.956)] +2024-10-15 11:04:43,501 - Train: 7.50% [93800/1251000] [75.0/1000.0] [batch_t 0.385 (0.421)] [data_t 0.015] [optim_t 0.370] [lr 0.002959] [CE 4.392 (4.359)] [KD 4.051 (4.032)] +2024-10-15 11:05:14,274 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 36408] [top5_cnt 45724] [top_all 50000] +2024-10-15 11:05:14,274 - net: 72.816 (91.448) +2024-10-15 11:05:35,549 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 39012] [top5_cnt 47050] [top_all 50000] +2024-10-15 11:05:35,550 - net_E: 78.024 (94.100) +2024-10-15 11:05:35,679 - Max [top1: 73.080 (epoch: 55)] [top1-ema: 78.024 (epoch: 75)] +2024-10-15 11:05:35,679 - ==> Total time: 11:23:44 Eta: 5 days, 20:32:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 11:05:52,197 - Train: 7.50% [93850/1251000] [75.0/1000.0] [batch_t 0.367 (0.473)] [data_t 0.016] [optim_t 0.352] [lr 0.002959] [CE 4.465 (4.441)] [KD 4.303 (4.041)] +2024-10-15 11:06:12,657 - Train: 7.51% [93900/1251000] [75.1/1000.0] [batch_t 0.461 (0.409)] [data_t 0.016] [optim_t 0.445] [lr 0.002959] [CE 4.673 (4.390)] [KD 3.969 (4.020)] +2024-10-15 11:06:34,334 - Train: 7.51% [93950/1251000] [75.1/1000.0] [batch_t 0.435 (0.433)] [data_t 0.016] [optim_t 0.420] [lr 0.002959] [CE 4.222 (4.353)] [KD 4.091 (3.894)] +2024-10-15 11:06:56,260 - Train: 7.51% [94000/1251000] [75.1/1000.0] [batch_t 0.388 (0.438)] [data_t 0.015] [optim_t 0.373] [lr 0.002959] [CE 4.313 (4.326)] [KD 3.984 (4.008)] +2024-10-15 11:07:17,822 - Train: 7.52% [94050/1251000] [75.2/1000.0] [batch_t 0.423 (0.431)] [data_t 0.016] [optim_t 0.408] [lr 0.002959] [CE 4.102 (4.451)] [KD 3.742 (4.084)] +2024-10-15 11:07:39,418 - Train: 7.52% [94100/1251000] [75.2/1000.0] [batch_t 0.456 (0.432)] [data_t 0.015] [optim_t 0.441] [lr 0.002959] [CE 4.052 (4.379)] [KD 3.795 (4.012)] +2024-10-15 11:08:01,454 - Train: 7.53% [94150/1251000] [75.3/1000.0] [batch_t 0.432 (0.441)] [data_t 0.015] [optim_t 0.417] [lr 0.002959] [CE 4.462 (4.419)] [KD 3.900 (3.947)] +2024-10-15 11:08:23,532 - Train: 7.53% [94200/1251000] [75.3/1000.0] [batch_t 0.384 (0.441)] [data_t 0.015] [optim_t 0.368] [lr 0.002959] [CE 4.032 (4.388)] [KD 4.129 (4.004)] +2024-10-15 11:08:45,680 - Train: 7.53% [94250/1251000] [75.3/1000.0] [batch_t 0.408 (0.443)] [data_t 0.016] [optim_t 0.392] [lr 0.002959] [CE 4.790 (4.393)] [KD 4.251 (3.983)] +2024-10-15 11:09:07,690 - Train: 7.54% [94300/1251000] [75.4/1000.0] [batch_t 0.436 (0.440)] [data_t 0.015] [optim_t 0.421] [lr 0.002959] [CE 4.138 (4.372)] [KD 3.777 (4.043)] +2024-10-15 11:09:29,056 - Train: 7.54% [94350/1251000] [75.4/1000.0] [batch_t 0.432 (0.427)] [data_t 0.015] [optim_t 0.417] [lr 0.002959] [CE 4.561 (4.344)] [KD 3.903 (3.965)] +2024-10-15 11:09:50,235 - Train: 7.55% [94400/1251000] [75.5/1000.0] [batch_t 0.494 (0.423)] [data_t 0.015] [optim_t 0.479] [lr 0.002958] [CE 4.670 (4.382)] [KD 3.999 (3.924)] +2024-10-15 11:10:11,723 - Train: 7.55% [94450/1251000] [75.5/1000.0] [batch_t 0.443 (0.430)] [data_t 0.016] [optim_t 0.427] [lr 0.002958] [CE 4.463 (4.410)] [KD 3.920 (3.989)] +2024-10-15 11:10:33,761 - Train: 7.55% [94500/1251000] [75.5/1000.0] [batch_t 0.446 (0.441)] [data_t 0.015] [optim_t 0.431] [lr 0.002958] [CE 4.631 (4.391)] [KD 3.808 (3.958)] +2024-10-15 11:10:55,446 - Train: 7.56% [94550/1251000] [75.6/1000.0] [batch_t 0.456 (0.434)] [data_t 0.015] [optim_t 0.441] [lr 0.002958] [CE 4.294 (4.384)] [KD 4.094 (3.966)] +2024-10-15 11:11:16,180 - Train: 7.56% [94600/1251000] [75.6/1000.0] [batch_t 0.414 (0.415)] [data_t 0.015] [optim_t 0.399] [lr 0.002958] [CE 4.379 (4.390)] [KD 4.055 (4.004)] +2024-10-15 11:11:36,869 - Train: 7.57% [94650/1251000] [75.7/1000.0] [batch_t 0.429 (0.414)] [data_t 0.015] [optim_t 0.414] [lr 0.002958] [CE 5.067 (4.271)] [KD 4.182 (3.898)] +2024-10-15 11:11:58,111 - Train: 7.57% [94700/1251000] [75.7/1000.0] [batch_t 0.394 (0.425)] [data_t 0.015] [optim_t 0.379] [lr 0.002958] [CE 4.751 (4.405)] [KD 4.191 (3.996)] +2024-10-15 11:12:19,249 - Train: 7.57% [94750/1251000] [75.7/1000.0] [batch_t 0.464 (0.423)] [data_t 0.015] [optim_t 0.448] [lr 0.002958] [CE 4.367 (4.429)] [KD 3.855 (4.020)] +2024-10-15 11:12:40,651 - Train: 7.58% [94800/1251000] [75.8/1000.0] [batch_t 0.410 (0.428)] [data_t 0.015] [optim_t 0.394] [lr 0.002958] [CE 4.581 (4.411)] [KD 4.226 (3.985)] +2024-10-15 11:13:01,060 - Train: 7.58% [94850/1251000] [75.8/1000.0] [batch_t 0.406 (0.408)] [data_t 0.015] [optim_t 0.391] [lr 0.002958] [CE 4.119 (4.474)] [KD 3.914 (3.991)] +2024-10-15 11:13:22,005 - Train: 7.59% [94900/1251000] [75.9/1000.0] [batch_t 0.461 (0.419)] [data_t 0.119] [optim_t 0.341] [lr 0.002958] [CE 4.271 (4.411)] [KD 3.867 (4.007)] +2024-10-15 11:13:43,274 - Train: 7.59% [94950/1251000] [75.9/1000.0] [batch_t 0.501 (0.425)] [data_t 0.159] [optim_t 0.342] [lr 0.002958] [CE 3.958 (4.419)] [KD 3.763 (4.001)] +2024-10-15 11:14:05,126 - Train: 7.59% [95000/1251000] [75.9/1000.0] [batch_t 0.505 (0.437)] [data_t 0.015] [optim_t 0.490] [lr 0.002958] [CE 4.543 (4.397)] [KD 4.008 (4.058)] +2024-10-15 11:14:25,211 - Train: 7.60% [95050/1251000] [76.0/1000.0] [batch_t 0.468 (0.402)] [data_t 0.123] [optim_t 0.346] [lr 0.002958] [CE 4.845 (4.307)] [KD 4.383 (3.889)] +2024-10-15 11:14:35,462 - ==> Total time: 11:32:44 Eta: 5 days, 20:22:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 11:14:51,056 - Train: 7.60% [95100/1251000] [76.0/1000.0] [batch_t 0.358 (0.575)] [data_t 0.015] [optim_t 0.343] [lr 0.002958] [CE 4.329 (4.372)] [KD 3.943 (3.943)] +2024-10-15 11:15:12,932 - Train: 7.61% [95150/1251000] [76.1/1000.0] [batch_t 0.461 (0.437)] [data_t 0.118] [optim_t 0.343] [lr 0.002958] [CE 4.851 (4.349)] [KD 4.242 (3.988)] +2024-10-15 11:15:34,180 - Train: 7.61% [95200/1251000] [76.1/1000.0] [batch_t 0.465 (0.425)] [data_t 0.061] [optim_t 0.405] [lr 0.002958] [CE 4.397 (4.419)] [KD 3.857 (3.909)] +2024-10-15 11:15:54,833 - Train: 7.61% [95250/1251000] [76.1/1000.0] [batch_t 0.414 (0.413)] [data_t 0.074] [optim_t 0.340] [lr 0.002958] [CE 4.659 (4.421)] [KD 3.637 (3.932)] +2024-10-15 11:16:15,383 - Train: 7.62% [95300/1251000] [76.2/1000.0] [batch_t 0.365 (0.411)] [data_t 0.016] [optim_t 0.349] [lr 0.002958] [CE 4.422 (4.343)] [KD 4.059 (3.925)] +2024-10-15 11:16:36,137 - Train: 7.62% [95350/1251000] [76.2/1000.0] [batch_t 0.396 (0.415)] [data_t 0.054] [optim_t 0.342] [lr 0.002958] [CE 4.301 (4.376)] [KD 4.146 (3.968)] +2024-10-15 11:16:57,178 - Train: 7.63% [95400/1251000] [76.3/1000.0] [batch_t 0.474 (0.421)] [data_t 0.015] [optim_t 0.458] [lr 0.002958] [CE 4.474 (4.412)] [KD 4.049 (4.014)] +2024-10-15 11:17:18,566 - Train: 7.63% [95450/1251000] [76.3/1000.0] [batch_t 0.458 (0.428)] [data_t 0.015] [optim_t 0.443] [lr 0.002958] [CE 4.657 (4.363)] [KD 4.165 (3.915)] +2024-10-15 11:17:39,606 - Train: 7.63% [95500/1251000] [76.3/1000.0] [batch_t 0.416 (0.421)] [data_t 0.015] [optim_t 0.400] [lr 0.002957] [CE 4.329 (4.407)] [KD 3.836 (3.948)] +2024-10-15 11:18:00,620 - Train: 7.64% [95550/1251000] [76.4/1000.0] [batch_t 0.425 (0.420)] [data_t 0.015] [optim_t 0.410] [lr 0.002957] [CE 4.426 (4.397)] [KD 3.870 (3.968)] +2024-10-15 11:18:21,582 - Train: 7.64% [95600/1251000] [76.4/1000.0] [batch_t 0.427 (0.419)] [data_t 0.015] [optim_t 0.411] [lr 0.002957] [CE 4.620 (4.393)] [KD 3.855 (3.996)] +2024-10-15 11:18:42,649 - Train: 7.65% [95650/1251000] [76.5/1000.0] [batch_t 0.420 (0.421)] [data_t 0.015] [optim_t 0.405] [lr 0.002957] [CE 4.316 (4.402)] [KD 3.835 (3.962)] +2024-10-15 11:19:03,920 - Train: 7.65% [95700/1251000] [76.5/1000.0] [batch_t 0.359 (0.425)] [data_t 0.016] [optim_t 0.343] [lr 0.002957] [CE 4.603 (4.352)] [KD 4.268 (3.958)] +2024-10-15 11:19:25,249 - Train: 7.65% [95750/1251000] [76.5/1000.0] [batch_t 0.452 (0.426)] [data_t 0.015] [optim_t 0.436] [lr 0.002957] [CE 4.572 (4.390)] [KD 4.118 (3.965)] +2024-10-15 11:19:46,229 - Train: 7.66% [95800/1251000] [76.6/1000.0] [batch_t 0.388 (0.419)] [data_t 0.016] [optim_t 0.373] [lr 0.002957] [CE 4.453 (4.446)] [KD 4.098 (4.044)] +2024-10-15 11:20:07,267 - Train: 7.66% [95850/1251000] [76.6/1000.0] [batch_t 0.435 (0.421)] [data_t 0.015] [optim_t 0.419] [lr 0.002957] [CE 3.961 (4.387)] [KD 3.610 (4.011)] +2024-10-15 11:20:27,761 - Train: 7.67% [95900/1251000] [76.7/1000.0] [batch_t 0.368 (0.410)] [data_t 0.015] [optim_t 0.352] [lr 0.002957] [CE 4.561 (4.396)] [KD 3.871 (4.017)] +2024-10-15 11:20:48,626 - Train: 7.67% [95950/1251000] [76.7/1000.0] [batch_t 0.363 (0.417)] [data_t 0.015] [optim_t 0.348] [lr 0.002957] [CE 4.394 (4.366)] [KD 3.900 (4.027)] +2024-10-15 11:21:09,680 - Train: 7.67% [96000/1251000] [76.7/1000.0] [batch_t 0.478 (0.421)] [data_t 0.135] [optim_t 0.343] [lr 0.002957] [CE 4.891 (4.499)] [KD 4.105 (4.057)] +2024-10-15 11:21:31,482 - Train: 7.68% [96050/1251000] [76.8/1000.0] [batch_t 0.423 (0.436)] [data_t 0.083] [optim_t 0.340] [lr 0.002957] [CE 4.344 (4.380)] [KD 4.045 (3.965)] +2024-10-15 11:21:51,745 - Train: 7.68% [96100/1251000] [76.8/1000.0] [batch_t 0.363 (0.405)] [data_t 0.016] [optim_t 0.347] [lr 0.002957] [CE 4.628 (4.425)] [KD 4.221 (4.045)] +2024-10-15 11:22:12,290 - Train: 7.69% [96150/1251000] [76.9/1000.0] [batch_t 0.387 (0.411)] [data_t 0.042] [optim_t 0.345] [lr 0.002957] [CE 4.637 (4.390)] [KD 4.166 (4.022)] +2024-10-15 11:22:33,092 - Train: 7.69% [96200/1251000] [76.9/1000.0] [batch_t 0.382 (0.416)] [data_t 0.016] [optim_t 0.366] [lr 0.002957] [CE 4.479 (4.340)] [KD 4.222 (3.994)] +2024-10-15 11:22:54,627 - Train: 7.69% [96250/1251000] [76.9/1000.0] [batch_t 0.454 (0.431)] [data_t 0.015] [optim_t 0.438] [lr 0.002957] [CE 4.263 (4.341)] [KD 3.971 (4.033)] +2024-10-15 11:23:15,995 - Train: 7.70% [96300/1251000] [77.0/1000.0] [batch_t 0.362 (0.427)] [data_t 0.015] [optim_t 0.346] [lr 0.002957] [CE 3.699 (4.406)] [KD 3.693 (3.988)] +2024-10-15 11:23:26,549 - ==> Total time: 11:41:35 Eta: 5 days, 20:09:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 11:23:42,003 - Train: 7.70% [96350/1251000] [77.0/1000.0] [batch_t 0.362 (0.607)] [data_t 0.015] [optim_t 0.346] [lr 0.002957] [CE 4.659 (4.356)] [KD 4.132 (3.914)] +2024-10-15 11:24:02,308 - Train: 7.71% [96400/1251000] [77.1/1000.0] [batch_t 0.399 (0.406)] [data_t 0.016] [optim_t 0.384] [lr 0.002957] [CE 4.873 (4.427)] [KD 4.090 (3.982)] +2024-10-15 11:24:23,825 - Train: 7.71% [96450/1251000] [77.1/1000.0] [batch_t 0.464 (0.430)] [data_t 0.015] [optim_t 0.448] [lr 0.002957] [CE 4.251 (4.378)] [KD 3.914 (3.974)] +2024-10-15 11:24:45,674 - Train: 7.71% [96500/1251000] [77.1/1000.0] [batch_t 0.466 (0.437)] [data_t 0.015] [optim_t 0.451] [lr 0.002957] [CE 4.365 (4.383)] [KD 3.720 (3.953)] +2024-10-15 11:25:07,254 - Train: 7.72% [96550/1251000] [77.2/1000.0] [batch_t 0.490 (0.431)] [data_t 0.015] [optim_t 0.474] [lr 0.002957] [CE 4.668 (4.398)] [KD 4.002 (3.902)] +2024-10-15 11:25:28,409 - Train: 7.72% [96600/1251000] [77.2/1000.0] [batch_t 0.394 (0.423)] [data_t 0.015] [optim_t 0.379] [lr 0.002957] [CE 4.248 (4.430)] [KD 3.867 (4.016)] +2024-10-15 11:25:49,900 - Train: 7.73% [96650/1251000] [77.3/1000.0] [batch_t 0.449 (0.430)] [data_t 0.015] [optim_t 0.433] [lr 0.002956] [CE 3.760 (4.392)] [KD 3.983 (3.983)] +2024-10-15 11:26:11,091 - Train: 7.73% [96700/1251000] [77.3/1000.0] [batch_t 0.387 (0.424)] [data_t 0.016] [optim_t 0.371] [lr 0.002956] [CE 4.246 (4.422)] [KD 3.883 (3.970)] +2024-10-15 11:26:32,727 - Train: 7.73% [96750/1251000] [77.3/1000.0] [batch_t 0.521 (0.433)] [data_t 0.015] [optim_t 0.505] [lr 0.002956] [CE 4.700 (4.299)] [KD 4.141 (3.959)] +2024-10-15 11:26:53,569 - Train: 7.74% [96800/1251000] [77.4/1000.0] [batch_t 0.394 (0.417)] [data_t 0.015] [optim_t 0.379] [lr 0.002956] [CE 4.116 (4.423)] [KD 4.061 (4.033)] +2024-10-15 11:27:15,292 - Train: 7.74% [96850/1251000] [77.4/1000.0] [batch_t 0.404 (0.434)] [data_t 0.015] [optim_t 0.388] [lr 0.002956] [CE 4.609 (4.360)] [KD 4.125 (3.898)] +2024-10-15 11:27:37,177 - Train: 7.75% [96900/1251000] [77.5/1000.0] [batch_t 0.471 (0.438)] [data_t 0.015] [optim_t 0.455] [lr 0.002956] [CE 4.574 (4.356)] [KD 3.972 (3.936)] +2024-10-15 11:27:58,968 - Train: 7.75% [96950/1251000] [77.5/1000.0] [batch_t 0.478 (0.436)] [data_t 0.015] [optim_t 0.462] [lr 0.002956] [CE 4.415 (4.416)] [KD 4.072 (3.958)] +2024-10-15 11:28:20,049 - Train: 7.75% [97000/1251000] [77.5/1000.0] [batch_t 0.364 (0.422)] [data_t 0.015] [optim_t 0.348] [lr 0.002956] [CE 4.785 (4.380)] [KD 4.170 (3.990)] +2024-10-15 11:28:40,805 - Train: 7.76% [97050/1251000] [77.6/1000.0] [batch_t 0.359 (0.415)] [data_t 0.015] [optim_t 0.344] [lr 0.002956] [CE 4.374 (4.391)] [KD 3.935 (4.032)] +2024-10-15 11:29:01,878 - Train: 7.76% [97100/1251000] [77.6/1000.0] [batch_t 0.458 (0.421)] [data_t 0.015] [optim_t 0.443] [lr 0.002956] [CE 4.828 (4.488)] [KD 4.227 (4.047)] +2024-10-15 11:29:23,320 - Train: 7.77% [97150/1251000] [77.7/1000.0] [batch_t 0.434 (0.429)] [data_t 0.015] [optim_t 0.419] [lr 0.002956] [CE 4.425 (4.354)] [KD 4.168 (4.029)] +2024-10-15 11:29:44,488 - Train: 7.77% [97200/1251000] [77.7/1000.0] [batch_t 0.430 (0.423)] [data_t 0.016] [optim_t 0.414] [lr 0.002956] [CE 4.569 (4.395)] [KD 4.025 (4.036)] +2024-10-15 11:30:05,806 - Train: 7.77% [97250/1251000] [77.7/1000.0] [batch_t 0.383 (0.426)] [data_t 0.015] [optim_t 0.368] [lr 0.002956] [CE 4.547 (4.423)] [KD 4.376 (4.062)] +2024-10-15 11:30:26,938 - Train: 7.78% [97300/1251000] [77.8/1000.0] [batch_t 0.473 (0.423)] [data_t 0.015] [optim_t 0.458] [lr 0.002956] [CE 4.495 (4.438)] [KD 4.008 (4.093)] +2024-10-15 11:30:48,447 - Train: 7.78% [97350/1251000] [77.8/1000.0] [batch_t 0.451 (0.430)] [data_t 0.016] [optim_t 0.435] [lr 0.002956] [CE 4.701 (4.411)] [KD 4.269 (4.008)] +2024-10-15 11:31:09,546 - Train: 7.79% [97400/1251000] [77.9/1000.0] [batch_t 0.432 (0.422)] [data_t 0.016] [optim_t 0.417] [lr 0.002956] [CE 4.075 (4.327)] [KD 4.013 (4.049)] +2024-10-15 11:31:31,327 - Train: 7.79% [97450/1251000] [77.9/1000.0] [batch_t 0.444 (0.436)] [data_t 0.015] [optim_t 0.428] [lr 0.002956] [CE 4.082 (4.397)] [KD 4.064 (4.049)] +2024-10-15 11:31:52,860 - Train: 7.79% [97500/1251000] [77.9/1000.0] [batch_t 0.359 (0.431)] [data_t 0.015] [optim_t 0.344] [lr 0.002956] [CE 4.619 (4.463)] [KD 4.228 (4.033)] +2024-10-15 11:32:13,863 - Train: 7.80% [97550/1251000] [78.0/1000.0] [batch_t 0.448 (0.420)] [data_t 0.015] [optim_t 0.433] [lr 0.002956] [CE 4.262 (4.421)] [KD 3.890 (3.985)] +2024-10-15 11:32:24,934 - ==> Total time: 11:50:33 Eta: 5 days, 19:59:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 11:32:39,637 - Train: 7.80% [97600/1251000] [78.0/1000.0] [batch_t 0.358 (0.604)] [data_t 0.015] [optim_t 0.343] [lr 0.002956] [CE 4.279 (4.316)] [KD 3.710 (3.856)] +2024-10-15 11:33:01,305 - Train: 7.81% [97650/1251000] [78.1/1000.0] [batch_t 0.559 (0.433)] [data_t 0.015] [optim_t 0.543] [lr 0.002956] [CE 3.540 (4.408)] [KD 3.608 (3.961)] +2024-10-15 11:33:22,877 - Train: 7.81% [97700/1251000] [78.1/1000.0] [batch_t 0.452 (0.431)] [data_t 0.015] [optim_t 0.437] [lr 0.002956] [CE 4.448 (4.362)] [KD 4.013 (3.930)] +2024-10-15 11:33:44,980 - Train: 7.81% [97750/1251000] [78.1/1000.0] [batch_t 0.471 (0.442)] [data_t 0.015] [optim_t 0.456] [lr 0.002955] [CE 4.326 (4.400)] [KD 4.045 (3.945)] +2024-10-15 11:34:07,108 - Train: 7.82% [97800/1251000] [78.2/1000.0] [batch_t 0.475 (0.442)] [data_t 0.015] [optim_t 0.460] [lr 0.002955] [CE 4.627 (4.347)] [KD 3.965 (3.976)] +2024-10-15 11:34:29,135 - Train: 7.82% [97850/1251000] [78.2/1000.0] [batch_t 0.409 (0.440)] [data_t 0.015] [optim_t 0.394] [lr 0.002955] [CE 3.945 (4.404)] [KD 3.703 (3.969)] +2024-10-15 11:34:51,233 - Train: 7.83% [97900/1251000] [78.3/1000.0] [batch_t 0.396 (0.442)] [data_t 0.016] [optim_t 0.380] [lr 0.002955] [CE 4.752 (4.408)] [KD 4.230 (4.002)] +2024-10-15 11:35:12,805 - Train: 7.83% [97950/1251000] [78.3/1000.0] [batch_t 0.454 (0.431)] [data_t 0.015] [optim_t 0.439] [lr 0.002955] [CE 4.441 (4.387)] [KD 3.585 (3.951)] +2024-10-15 11:35:34,129 - Train: 7.83% [98000/1251000] [78.3/1000.0] [batch_t 0.497 (0.426)] [data_t 0.016] [optim_t 0.482] [lr 0.002955] [CE 4.153 (4.370)] [KD 3.750 (3.946)] +2024-10-15 11:35:55,331 - Train: 7.84% [98050/1251000] [78.4/1000.0] [batch_t 0.363 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.002955] [CE 3.722 (4.347)] [KD 3.739 (3.939)] +2024-10-15 11:36:17,115 - Train: 7.84% [98100/1251000] [78.4/1000.0] [batch_t 0.471 (0.436)] [data_t 0.016] [optim_t 0.456] [lr 0.002955] [CE 4.547 (4.424)] [KD 4.098 (3.994)] +2024-10-15 11:36:38,921 - Train: 7.85% [98150/1251000] [78.5/1000.0] [batch_t 0.454 (0.436)] [data_t 0.015] [optim_t 0.439] [lr 0.002955] [CE 4.407 (4.393)] [KD 3.792 (3.980)] +2024-10-15 11:37:00,384 - Train: 7.85% [98200/1251000] [78.5/1000.0] [batch_t 0.469 (0.429)] [data_t 0.015] [optim_t 0.454] [lr 0.002955] [CE 4.712 (4.442)] [KD 4.083 (4.058)] +2024-10-15 11:37:21,513 - Train: 7.85% [98250/1251000] [78.5/1000.0] [batch_t 0.359 (0.422)] [data_t 0.016] [optim_t 0.343] [lr 0.002955] [CE 4.222 (4.361)] [KD 3.830 (4.007)] +2024-10-15 11:37:42,990 - Train: 7.86% [98300/1251000] [78.6/1000.0] [batch_t 0.448 (0.429)] [data_t 0.015] [optim_t 0.432] [lr 0.002955] [CE 4.811 (4.389)] [KD 4.158 (3.965)] +2024-10-15 11:38:04,694 - Train: 7.86% [98350/1251000] [78.6/1000.0] [batch_t 0.461 (0.434)] [data_t 0.015] [optim_t 0.446] [lr 0.002955] [CE 4.392 (4.369)] [KD 3.934 (3.969)] +2024-10-15 11:38:26,041 - Train: 7.87% [98400/1251000] [78.7/1000.0] [batch_t 0.445 (0.427)] [data_t 0.015] [optim_t 0.430] [lr 0.002955] [CE 4.046 (4.394)] [KD 3.936 (3.925)] +2024-10-15 11:38:47,663 - Train: 7.87% [98450/1251000] [78.7/1000.0] [batch_t 0.372 (0.432)] [data_t 0.015] [optim_t 0.356] [lr 0.002955] [CE 4.208 (4.363)] [KD 3.993 (3.910)] +2024-10-15 11:39:09,376 - Train: 7.87% [98500/1251000] [78.7/1000.0] [batch_t 0.452 (0.434)] [data_t 0.015] [optim_t 0.437] [lr 0.002955] [CE 4.341 (4.341)] [KD 3.978 (3.963)] +2024-10-15 11:39:31,108 - Train: 7.88% [98550/1251000] [78.8/1000.0] [batch_t 0.402 (0.435)] [data_t 0.015] [optim_t 0.387] [lr 0.002955] [CE 4.334 (4.397)] [KD 4.001 (3.939)] +2024-10-15 11:39:52,462 - Train: 7.88% [98600/1251000] [78.8/1000.0] [batch_t 0.419 (0.427)] [data_t 0.015] [optim_t 0.403] [lr 0.002955] [CE 4.910 (4.377)] [KD 3.928 (3.931)] +2024-10-15 11:40:14,064 - Train: 7.89% [98650/1251000] [78.9/1000.0] [batch_t 0.455 (0.432)] [data_t 0.015] [optim_t 0.439] [lr 0.002955] [CE 4.423 (4.323)] [KD 4.215 (3.922)] +2024-10-15 11:40:35,401 - Train: 7.89% [98700/1251000] [78.9/1000.0] [batch_t 0.416 (0.427)] [data_t 0.015] [optim_t 0.401] [lr 0.002955] [CE 4.228 (4.407)] [KD 3.998 (4.000)] +2024-10-15 11:40:56,871 - Train: 7.89% [98750/1251000] [78.9/1000.0] [batch_t 0.389 (0.429)] [data_t 0.015] [optim_t 0.374] [lr 0.002955] [CE 4.093 (4.331)] [KD 3.642 (3.978)] +2024-10-15 11:41:18,505 - Train: 7.90% [98800/1251000] [79.0/1000.0] [batch_t 0.473 (0.433)] [data_t 0.015] [optim_t 0.458] [lr 0.002955] [CE 4.750 (4.375)] [KD 4.020 (3.936)] +2024-10-15 11:41:29,843 - ==> Total time: 11:59:38 Eta: 5 days, 19:49:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 11:41:44,793 - Train: 7.90% [98850/1251000] [79.0/1000.0] [batch_t 0.359 (0.643)] [data_t 0.016] [optim_t 0.344] [lr 0.002954] [CE 4.749 (4.373)] [KD 4.266 (4.017)] +2024-10-15 11:42:04,533 - Train: 7.91% [98900/1251000] [79.1/1000.0] [batch_t 0.401 (0.395)] [data_t 0.015] [optim_t 0.386] [lr 0.002954] [CE 4.567 (4.370)] [KD 4.234 (3.970)] +2024-10-15 11:42:26,281 - Train: 7.91% [98950/1251000] [79.1/1000.0] [batch_t 0.397 (0.435)] [data_t 0.016] [optim_t 0.382] [lr 0.002954] [CE 3.987 (4.365)] [KD 3.807 (3.963)] +2024-10-15 11:42:48,232 - Train: 7.91% [99000/1251000] [79.1/1000.0] [batch_t 0.384 (0.439)] [data_t 0.015] [optim_t 0.368] [lr 0.002954] [CE 5.025 (4.405)] [KD 4.731 (4.026)] +2024-10-15 11:43:09,893 - Train: 7.92% [99050/1251000] [79.2/1000.0] [batch_t 0.361 (0.433)] [data_t 0.016] [optim_t 0.346] [lr 0.002954] [CE 5.001 (4.425)] [KD 4.184 (4.000)] +2024-10-15 11:43:30,911 - Train: 7.92% [99100/1251000] [79.2/1000.0] [batch_t 0.421 (0.420)] [data_t 0.016] [optim_t 0.405] [lr 0.002954] [CE 4.496 (4.394)] [KD 4.101 (3.956)] +2024-10-15 11:43:52,245 - Train: 7.93% [99150/1251000] [79.3/1000.0] [batch_t 0.425 (0.427)] [data_t 0.015] [optim_t 0.409] [lr 0.002954] [CE 4.783 (4.355)] [KD 4.055 (3.972)] +2024-10-15 11:44:13,701 - Train: 7.93% [99200/1251000] [79.3/1000.0] [batch_t 0.437 (0.429)] [data_t 0.015] [optim_t 0.422] [lr 0.002954] [CE 4.092 (4.352)] [KD 3.745 (3.930)] +2024-10-15 11:44:35,300 - Train: 7.93% [99250/1251000] [79.3/1000.0] [batch_t 0.361 (0.432)] [data_t 0.016] [optim_t 0.346] [lr 0.002954] [CE 4.587 (4.485)] [KD 4.104 (3.938)] +2024-10-15 11:44:56,850 - Train: 7.94% [99300/1251000] [79.4/1000.0] [batch_t 0.461 (0.431)] [data_t 0.016] [optim_t 0.446] [lr 0.002954] [CE 4.446 (4.347)] [KD 3.851 (3.976)] +2024-10-15 11:45:18,695 - Train: 7.94% [99350/1251000] [79.4/1000.0] [batch_t 0.388 (0.437)] [data_t 0.015] [optim_t 0.372] [lr 0.002954] [CE 4.404 (4.338)] [KD 3.978 (3.969)] +2024-10-15 11:45:40,170 - Train: 7.95% [99400/1251000] [79.5/1000.0] [batch_t 0.422 (0.429)] [data_t 0.015] [optim_t 0.406] [lr 0.002954] [CE 4.034 (4.386)] [KD 4.012 (4.010)] +2024-10-15 11:46:02,254 - Train: 7.95% [99450/1251000] [79.5/1000.0] [batch_t 0.365 (0.442)] [data_t 0.016] [optim_t 0.349] [lr 0.002954] [CE 4.400 (4.413)] [KD 4.067 (4.051)] +2024-10-15 11:46:23,249 - Train: 7.95% [99500/1251000] [79.5/1000.0] [batch_t 0.382 (0.420)] [data_t 0.016] [optim_t 0.367] [lr 0.002954] [CE 4.441 (4.424)] [KD 3.799 (3.982)] +2024-10-15 11:46:44,721 - Train: 7.96% [99550/1251000] [79.6/1000.0] [batch_t 0.408 (0.429)] [data_t 0.016] [optim_t 0.392] [lr 0.002954] [CE 4.575 (4.411)] [KD 3.854 (3.991)] +2024-10-15 11:47:06,180 - Train: 7.96% [99600/1251000] [79.6/1000.0] [batch_t 0.483 (0.429)] [data_t 0.016] [optim_t 0.468] [lr 0.002954] [CE 4.521 (4.330)] [KD 4.330 (3.956)] +2024-10-15 11:47:27,829 - Train: 7.97% [99650/1251000] [79.7/1000.0] [batch_t 0.364 (0.433)] [data_t 0.016] [optim_t 0.348] [lr 0.002954] [CE 4.507 (4.383)] [KD 4.036 (3.964)] +2024-10-15 11:47:49,239 - Train: 7.97% [99700/1251000] [79.7/1000.0] [batch_t 0.458 (0.428)] [data_t 0.016] [optim_t 0.443] [lr 0.002954] [CE 4.106 (4.397)] [KD 3.723 (3.979)] +2024-10-15 11:48:10,481 - Train: 7.97% [99750/1251000] [79.7/1000.0] [batch_t 0.496 (0.425)] [data_t 0.016] [optim_t 0.480] [lr 0.002954] [CE 4.643 (4.388)] [KD 4.021 (3.878)] +2024-10-15 11:48:31,979 - Train: 7.98% [99800/1251000] [79.8/1000.0] [batch_t 0.441 (0.430)] [data_t 0.016] [optim_t 0.426] [lr 0.002954] [CE 4.319 (4.374)] [KD 3.974 (4.001)] +2024-10-15 11:48:53,356 - Train: 7.98% [99850/1251000] [79.8/1000.0] [batch_t 0.565 (0.427)] [data_t 0.016] [optim_t 0.549] [lr 0.002954] [CE 4.219 (4.365)] [KD 3.941 (3.941)] +2024-10-15 11:49:14,057 - Train: 7.99% [99900/1251000] [79.9/1000.0] [batch_t 0.505 (0.414)] [data_t 0.016] [optim_t 0.490] [lr 0.002954] [CE 3.515 (4.380)] [KD 4.051 (4.011)] +2024-10-15 11:49:36,030 - Train: 7.99% [99950/1251000] [79.9/1000.0] [batch_t 0.365 (0.439)] [data_t 0.016] [optim_t 0.350] [lr 0.002953] [CE 4.956 (4.424)] [KD 4.004 (3.973)] +2024-10-15 11:49:57,617 - Train: 7.99% [100000/1251000] [79.9/1000.0] [batch_t 0.467 (0.432)] [data_t 0.016] [optim_t 0.451] [lr 0.002953] [CE 4.250 (4.355)] [KD 4.133 (3.977)] +2024-10-15 11:50:19,099 - Train: 8.00% [100050/1251000] [80.0/1000.0] [batch_t 0.393 (0.430)] [data_t 0.016] [optim_t 0.377] [lr 0.002953] [CE 4.405 (4.368)] [KD 3.953 (3.952)] +2024-10-15 11:50:53,888 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 36293] [top5_cnt 45741] [top_all 50000] +2024-10-15 11:50:53,889 - net: 72.586 (91.482) +2024-10-15 11:51:15,796 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 39105] [top5_cnt 47063] [top_all 50000] +2024-10-15 11:51:15,796 - net_E: 78.210 (94.126) +2024-10-15 11:51:15,945 - Max [top1: 73.080 (epoch: 55)] [top1-ema: 78.210 (epoch: 80)] +2024-10-15 11:51:15,946 - ==> Total time: 12:09:24 Eta: 5 days, 19:48:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 11:51:31,984 - Train: 8.00% [100100/1251000] [80.0/1000.0] [batch_t 0.361 (0.552)] [data_t 0.016] [optim_t 0.345] [lr 0.002953] [CE 4.055 (4.291)] [KD 4.018 (3.919)] +2024-10-15 11:51:51,346 - Train: 8.01% [100150/1251000] [80.1/1000.0] [batch_t 0.362 (0.387)] [data_t 0.016] [optim_t 0.347] [lr 0.002953] [CE 4.374 (4.391)] [KD 4.124 (3.958)] +2024-10-15 11:52:12,677 - Train: 8.01% [100200/1251000] [80.1/1000.0] [batch_t 0.367 (0.427)] [data_t 0.024] [optim_t 0.343] [lr 0.002953] [CE 4.224 (4.346)] [KD 3.874 (3.962)] +2024-10-15 11:52:34,324 - Train: 8.01% [100250/1251000] [80.1/1000.0] [batch_t 0.357 (0.433)] [data_t 0.015] [optim_t 0.342] [lr 0.002953] [CE 4.569 (4.320)] [KD 3.873 (3.962)] +2024-10-15 11:52:54,799 - Train: 8.02% [100300/1251000] [80.2/1000.0] [batch_t 0.468 (0.409)] [data_t 0.123] [optim_t 0.345] [lr 0.002953] [CE 4.060 (4.410)] [KD 3.843 (3.910)] +2024-10-15 11:53:16,562 - Train: 8.02% [100350/1251000] [80.2/1000.0] [batch_t 0.452 (0.435)] [data_t 0.015] [optim_t 0.437] [lr 0.002953] [CE 5.002 (4.400)] [KD 4.120 (3.967)] +2024-10-15 11:53:38,692 - Train: 8.03% [100400/1251000] [80.3/1000.0] [batch_t 0.478 (0.442)] [data_t 0.015] [optim_t 0.463] [lr 0.002953] [CE 4.336 (4.367)] [KD 4.067 (4.053)] +2024-10-15 11:54:00,729 - Train: 8.03% [100450/1251000] [80.3/1000.0] [batch_t 0.467 (0.441)] [data_t 0.016] [optim_t 0.452] [lr 0.002953] [CE 4.694 (4.462)] [KD 4.141 (4.057)] +2024-10-15 11:54:22,576 - Train: 8.03% [100500/1251000] [80.3/1000.0] [batch_t 0.412 (0.437)] [data_t 0.015] [optim_t 0.397] [lr 0.002953] [CE 4.208 (4.347)] [KD 3.887 (3.945)] +2024-10-15 11:54:44,409 - Train: 8.04% [100550/1251000] [80.4/1000.0] [batch_t 0.363 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.002953] [CE 4.214 (4.392)] [KD 3.956 (3.949)] +2024-10-15 11:55:04,791 - Train: 8.04% [100600/1251000] [80.4/1000.0] [batch_t 0.435 (0.408)] [data_t 0.015] [optim_t 0.419] [lr 0.002953] [CE 4.135 (4.435)] [KD 3.798 (3.973)] +2024-10-15 11:55:25,385 - Train: 8.05% [100650/1251000] [80.5/1000.0] [batch_t 0.406 (0.412)] [data_t 0.015] [optim_t 0.390] [lr 0.002953] [CE 4.585 (4.376)] [KD 4.162 (3.950)] +2024-10-15 11:55:45,960 - Train: 8.05% [100700/1251000] [80.5/1000.0] [batch_t 0.442 (0.411)] [data_t 0.015] [optim_t 0.427] [lr 0.002953] [CE 4.581 (4.372)] [KD 4.133 (3.964)] +2024-10-15 11:56:07,462 - Train: 8.05% [100750/1251000] [80.5/1000.0] [batch_t 0.465 (0.430)] [data_t 0.015] [optim_t 0.449] [lr 0.002953] [CE 4.559 (4.374)] [KD 3.951 (3.932)] +2024-10-15 11:56:29,580 - Train: 8.06% [100800/1251000] [80.6/1000.0] [batch_t 0.472 (0.442)] [data_t 0.015] [optim_t 0.456] [lr 0.002953] [CE 4.626 (4.382)] [KD 3.863 (3.977)] +2024-10-15 11:56:50,989 - Train: 8.06% [100850/1251000] [80.6/1000.0] [batch_t 0.406 (0.428)] [data_t 0.015] [optim_t 0.391] [lr 0.002953] [CE 4.261 (4.351)] [KD 3.814 (3.968)] +2024-10-15 11:57:11,772 - Train: 8.07% [100900/1251000] [80.7/1000.0] [batch_t 0.440 (0.416)] [data_t 0.015] [optim_t 0.424] [lr 0.002953] [CE 4.510 (4.397)] [KD 4.011 (3.975)] +2024-10-15 11:57:33,153 - Train: 8.07% [100950/1251000] [80.7/1000.0] [batch_t 0.440 (0.428)] [data_t 0.015] [optim_t 0.425] [lr 0.002953] [CE 4.586 (4.412)] [KD 4.242 (4.004)] +2024-10-15 11:57:54,449 - Train: 8.07% [101000/1251000] [80.7/1000.0] [batch_t 0.487 (0.426)] [data_t 0.015] [optim_t 0.472] [lr 0.002952] [CE 4.305 (4.330)] [KD 3.975 (3.915)] +2024-10-15 11:58:15,890 - Train: 8.08% [101050/1251000] [80.8/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.349] [lr 0.002952] [CE 4.803 (4.366)] [KD 4.126 (3.965)] +2024-10-15 11:58:37,160 - Train: 8.08% [101100/1251000] [80.8/1000.0] [batch_t 0.469 (0.425)] [data_t 0.128] [optim_t 0.341] [lr 0.002952] [CE 4.626 (4.502)] [KD 4.015 (4.032)] +2024-10-15 11:58:58,343 - Train: 8.09% [101150/1251000] [80.9/1000.0] [batch_t 0.412 (0.424)] [data_t 0.069] [optim_t 0.343] [lr 0.002952] [CE 4.653 (4.315)] [KD 3.904 (3.897)] +2024-10-15 11:59:19,771 - Train: 8.09% [101200/1251000] [80.9/1000.0] [batch_t 0.450 (0.428)] [data_t 0.107] [optim_t 0.343] [lr 0.002952] [CE 4.487 (4.344)] [KD 3.992 (3.967)] +2024-10-15 11:59:41,798 - Train: 8.09% [101250/1251000] [80.9/1000.0] [batch_t 0.460 (0.440)] [data_t 0.117] [optim_t 0.343] [lr 0.002952] [CE 4.853 (4.378)] [KD 4.130 (4.012)] +2024-10-15 12:00:03,216 - Train: 8.10% [101300/1251000] [81.0/1000.0] [batch_t 0.426 (0.428)] [data_t 0.084] [optim_t 0.342] [lr 0.002952] [CE 4.595 (4.401)] [KD 3.934 (3.944)] +2024-10-15 12:00:15,862 - ==> Total time: 12:18:24 Eta: 5 days, 19:37:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 12:00:29,180 - Train: 8.10% [101350/1251000] [81.0/1000.0] [batch_t 0.361 (0.627)] [data_t 0.015] [optim_t 0.346] [lr 0.002952] [CE 4.323 (4.307)] [KD 4.063 (3.923)] +2024-10-15 12:00:48,727 - Train: 8.11% [101400/1251000] [81.1/1000.0] [batch_t 0.390 (0.391)] [data_t 0.015] [optim_t 0.375] [lr 0.002952] [CE 4.185 (4.391)] [KD 3.787 (3.923)] +2024-10-15 12:01:10,837 - Train: 8.11% [101450/1251000] [81.1/1000.0] [batch_t 0.448 (0.442)] [data_t 0.015] [optim_t 0.433] [lr 0.002952] [CE 4.728 (4.398)] [KD 4.396 (3.976)] +2024-10-15 12:01:32,868 - Train: 8.11% [101500/1251000] [81.1/1000.0] [batch_t 0.420 (0.441)] [data_t 0.015] [optim_t 0.405] [lr 0.002952] [CE 4.046 (4.367)] [KD 3.827 (4.027)] +2024-10-15 12:01:54,476 - Train: 8.12% [101550/1251000] [81.2/1000.0] [batch_t 0.364 (0.432)] [data_t 0.015] [optim_t 0.349] [lr 0.002952] [CE 4.246 (4.305)] [KD 3.705 (3.882)] +2024-10-15 12:02:15,579 - Train: 8.12% [101600/1251000] [81.2/1000.0] [batch_t 0.471 (0.422)] [data_t 0.015] [optim_t 0.455] [lr 0.002952] [CE 4.373 (4.389)] [KD 3.749 (3.954)] +2024-10-15 12:02:36,859 - Train: 8.13% [101650/1251000] [81.3/1000.0] [batch_t 0.431 (0.426)] [data_t 0.015] [optim_t 0.416] [lr 0.002952] [CE 4.144 (4.372)] [KD 3.844 (3.995)] +2024-10-15 12:02:58,509 - Train: 8.13% [101700/1251000] [81.3/1000.0] [batch_t 0.424 (0.433)] [data_t 0.015] [optim_t 0.409] [lr 0.002952] [CE 4.484 (4.392)] [KD 4.079 (3.992)] +2024-10-15 12:03:19,453 - Train: 8.13% [101750/1251000] [81.3/1000.0] [batch_t 0.422 (0.419)] [data_t 0.015] [optim_t 0.406] [lr 0.002952] [CE 3.761 (4.351)] [KD 3.677 (3.889)] +2024-10-15 12:03:40,778 - Train: 8.14% [101800/1251000] [81.4/1000.0] [batch_t 0.364 (0.426)] [data_t 0.015] [optim_t 0.348] [lr 0.002952] [CE 4.040 (4.320)] [KD 3.999 (3.862)] +2024-10-15 12:04:01,674 - Train: 8.14% [101850/1251000] [81.4/1000.0] [batch_t 0.365 (0.418)] [data_t 0.016] [optim_t 0.350] [lr 0.002952] [CE 4.348 (4.303)] [KD 4.039 (3.920)] +2024-10-15 12:04:23,836 - Train: 8.15% [101900/1251000] [81.5/1000.0] [batch_t 0.367 (0.443)] [data_t 0.015] [optim_t 0.352] [lr 0.002952] [CE 4.230 (4.408)] [KD 4.082 (3.963)] +2024-10-15 12:04:45,521 - Train: 8.15% [101950/1251000] [81.5/1000.0] [batch_t 0.363 (0.434)] [data_t 0.015] [optim_t 0.347] [lr 0.002952] [CE 4.695 (4.335)] [KD 4.322 (3.941)] +2024-10-15 12:05:06,603 - Train: 8.15% [102000/1251000] [81.5/1000.0] [batch_t 0.393 (0.422)] [data_t 0.015] [optim_t 0.378] [lr 0.002952] [CE 4.854 (4.458)] [KD 4.147 (4.019)] +2024-10-15 12:05:28,486 - Train: 8.16% [102050/1251000] [81.6/1000.0] [batch_t 0.425 (0.438)] [data_t 0.015] [optim_t 0.409] [lr 0.002952] [CE 4.618 (4.429)] [KD 4.011 (4.021)] +2024-10-15 12:05:50,306 - Train: 8.16% [102100/1251000] [81.6/1000.0] [batch_t 0.390 (0.436)] [data_t 0.015] [optim_t 0.375] [lr 0.002951] [CE 4.795 (4.354)] [KD 3.955 (3.966)] +2024-10-15 12:06:12,604 - Train: 8.17% [102150/1251000] [81.7/1000.0] [batch_t 0.480 (0.446)] [data_t 0.015] [optim_t 0.464] [lr 0.002951] [CE 4.119 (4.342)] [KD 3.687 (3.908)] +2024-10-15 12:06:33,672 - Train: 8.17% [102200/1251000] [81.7/1000.0] [batch_t 0.418 (0.421)] [data_t 0.015] [optim_t 0.402] [lr 0.002951] [CE 4.239 (4.395)] [KD 3.972 (3.981)] +2024-10-15 12:06:54,686 - Train: 8.17% [102250/1251000] [81.7/1000.0] [batch_t 0.400 (0.420)] [data_t 0.015] [optim_t 0.384] [lr 0.002951] [CE 4.175 (4.369)] [KD 3.665 (3.943)] +2024-10-15 12:07:17,166 - Train: 8.18% [102300/1251000] [81.8/1000.0] [batch_t 0.447 (0.449)] [data_t 0.015] [optim_t 0.431] [lr 0.002951] [CE 4.603 (4.371)] [KD 4.195 (3.922)] +2024-10-15 12:07:39,443 - Train: 8.18% [102350/1251000] [81.8/1000.0] [batch_t 0.455 (0.445)] [data_t 0.015] [optim_t 0.440] [lr 0.002951] [CE 4.243 (4.430)] [KD 3.834 (3.945)] +2024-10-15 12:08:00,216 - Train: 8.19% [102400/1251000] [81.9/1000.0] [batch_t 0.405 (0.415)] [data_t 0.016] [optim_t 0.389] [lr 0.002951] [CE 4.010 (4.337)] [KD 3.778 (3.924)] +2024-10-15 12:08:21,409 - Train: 8.19% [102450/1251000] [81.9/1000.0] [batch_t 0.365 (0.424)] [data_t 0.016] [optim_t 0.350] [lr 0.002951] [CE 4.267 (4.427)] [KD 4.005 (3.990)] +2024-10-15 12:08:42,844 - Train: 8.19% [102500/1251000] [81.9/1000.0] [batch_t 0.455 (0.429)] [data_t 0.015] [optim_t 0.440] [lr 0.002951] [CE 4.762 (4.370)] [KD 4.053 (3.986)] +2024-10-15 12:09:04,540 - Train: 8.20% [102550/1251000] [82.0/1000.0] [batch_t 0.415 (0.434)] [data_t 0.015] [optim_t 0.399] [lr 0.002951] [CE 4.389 (4.340)] [KD 4.098 (3.983)] +2024-10-15 12:09:17,226 - ==> Total time: 12:27:25 Eta: 5 days, 19:27:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 12:09:29,952 - Train: 8.20% [102600/1251000] [82.0/1000.0] [batch_t 0.356 (0.630)] [data_t 0.016] [optim_t 0.341] [lr 0.002951] [CE 3.694 (4.408)] [KD 3.549 (3.849)] +2024-10-15 12:09:50,847 - Train: 8.21% [102650/1251000] [82.1/1000.0] [batch_t 0.384 (0.418)] [data_t 0.040] [optim_t 0.344] [lr 0.002951] [CE 4.367 (4.374)] [KD 3.776 (3.913)] +2024-10-15 12:10:12,031 - Train: 8.21% [102700/1251000] [82.1/1000.0] [batch_t 0.415 (0.424)] [data_t 0.072] [optim_t 0.343] [lr 0.002951] [CE 4.687 (4.426)] [KD 3.957 (3.977)] +2024-10-15 12:10:31,940 - Train: 8.21% [102750/1251000] [82.1/1000.0] [batch_t 0.435 (0.398)] [data_t 0.089] [optim_t 0.346] [lr 0.002951] [CE 4.012 (4.315)] [KD 4.021 (3.980)] +2024-10-15 12:10:52,389 - Train: 8.22% [102800/1251000] [82.2/1000.0] [batch_t 0.410 (0.409)] [data_t 0.066] [optim_t 0.344] [lr 0.002951] [CE 4.279 (4.456)] [KD 3.829 (3.985)] +2024-10-15 12:11:12,994 - Train: 8.22% [102850/1251000] [82.2/1000.0] [batch_t 0.362 (0.412)] [data_t 0.015] [optim_t 0.346] [lr 0.002951] [CE 4.982 (4.420)] [KD 4.023 (3.933)] +2024-10-15 12:11:33,629 - Train: 8.23% [102900/1251000] [82.3/1000.0] [batch_t 0.408 (0.413)] [data_t 0.015] [optim_t 0.393] [lr 0.002951] [CE 4.679 (4.361)] [KD 3.945 (3.935)] +2024-10-15 12:11:55,442 - Train: 8.23% [102950/1251000] [82.3/1000.0] [batch_t 0.406 (0.436)] [data_t 0.066] [optim_t 0.340] [lr 0.002951] [CE 4.012 (4.364)] [KD 3.729 (3.977)] +2024-10-15 12:12:17,447 - Train: 8.23% [103000/1251000] [82.3/1000.0] [batch_t 0.483 (0.440)] [data_t 0.143] [optim_t 0.340] [lr 0.002951] [CE 4.230 (4.295)] [KD 4.114 (3.919)] +2024-10-15 12:12:39,212 - Train: 8.24% [103050/1251000] [82.4/1000.0] [batch_t 0.482 (0.435)] [data_t 0.141] [optim_t 0.341] [lr 0.002951] [CE 4.608 (4.442)] [KD 4.133 (4.002)] +2024-10-15 12:13:00,339 - Train: 8.24% [103100/1251000] [82.4/1000.0] [batch_t 0.361 (0.422)] [data_t 0.020] [optim_t 0.340] [lr 0.002951] [CE 4.067 (4.370)] [KD 3.716 (3.880)] +2024-10-15 12:13:21,265 - Train: 8.25% [103150/1251000] [82.5/1000.0] [batch_t 0.554 (0.418)] [data_t 0.062] [optim_t 0.492] [lr 0.002950] [CE 4.165 (4.371)] [KD 3.863 (3.903)] +2024-10-15 12:13:41,416 - Train: 8.25% [103200/1251000] [82.5/1000.0] [batch_t 0.450 (0.403)] [data_t 0.108] [optim_t 0.342] [lr 0.002950] [CE 4.640 (4.391)] [KD 4.014 (3.941)] +2024-10-15 12:14:02,163 - Train: 8.25% [103250/1251000] [82.5/1000.0] [batch_t 0.404 (0.415)] [data_t 0.060] [optim_t 0.345] [lr 0.002950] [CE 3.928 (4.414)] [KD 3.866 (3.982)] +2024-10-15 12:14:23,256 - Train: 8.26% [103300/1251000] [82.6/1000.0] [batch_t 0.458 (0.422)] [data_t 0.015] [optim_t 0.443] [lr 0.002950] [CE 4.277 (4.389)] [KD 3.996 (3.951)] +2024-10-15 12:14:44,801 - Train: 8.26% [103350/1251000] [82.6/1000.0] [batch_t 0.360 (0.431)] [data_t 0.015] [optim_t 0.344] [lr 0.002950] [CE 4.508 (4.423)] [KD 3.746 (4.020)] +2024-10-15 12:15:05,741 - Train: 8.27% [103400/1251000] [82.7/1000.0] [batch_t 0.439 (0.419)] [data_t 0.095] [optim_t 0.344] [lr 0.002950] [CE 4.628 (4.330)] [KD 4.066 (3.984)] +2024-10-15 12:15:27,318 - Train: 8.27% [103450/1251000] [82.7/1000.0] [batch_t 0.462 (0.431)] [data_t 0.015] [optim_t 0.446] [lr 0.002950] [CE 4.133 (4.436)] [KD 4.204 (4.041)] +2024-10-15 12:15:48,867 - Train: 8.27% [103500/1251000] [82.7/1000.0] [batch_t 0.424 (0.431)] [data_t 0.015] [optim_t 0.409] [lr 0.002950] [CE 4.339 (4.326)] [KD 3.950 (3.945)] +2024-10-15 12:16:10,392 - Train: 8.28% [103550/1251000] [82.8/1000.0] [batch_t 0.495 (0.430)] [data_t 0.015] [optim_t 0.480] [lr 0.002950] [CE 3.948 (4.350)] [KD 3.601 (3.976)] +2024-10-15 12:16:32,033 - Train: 8.28% [103600/1251000] [82.8/1000.0] [batch_t 0.401 (0.433)] [data_t 0.015] [optim_t 0.386] [lr 0.002950] [CE 4.322 (4.440)] [KD 3.862 (4.026)] +2024-10-15 12:16:53,301 - Train: 8.29% [103650/1251000] [82.9/1000.0] [batch_t 0.445 (0.425)] [data_t 0.016] [optim_t 0.430] [lr 0.002950] [CE 3.948 (4.402)] [KD 3.739 (4.025)] +2024-10-15 12:17:14,518 - Train: 8.29% [103700/1251000] [82.9/1000.0] [batch_t 0.429 (0.424)] [data_t 0.015] [optim_t 0.414] [lr 0.002950] [CE 3.942 (4.393)] [KD 3.974 (4.013)] +2024-10-15 12:17:35,767 - Train: 8.29% [103750/1251000] [82.9/1000.0] [batch_t 0.497 (0.425)] [data_t 0.015] [optim_t 0.482] [lr 0.002950] [CE 4.782 (4.410)] [KD 4.252 (4.036)] +2024-10-15 12:17:56,971 - Train: 8.30% [103800/1251000] [83.0/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.002950] [CE 4.710 (4.416)] [KD 3.823 (3.993)] +2024-10-15 12:18:09,999 - ==> Total time: 12:36:18 Eta: 5 days, 19:15:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 12:18:22,882 - Train: 8.30% [103850/1251000] [83.0/1000.0] [batch_t 0.360 (0.685)] [data_t 0.015] [optim_t 0.345] [lr 0.002950] [CE 4.441 (4.211)] [KD 3.706 (3.765)] +2024-10-15 12:18:42,378 - Train: 8.31% [103900/1251000] [83.1/1000.0] [batch_t 0.378 (0.390)] [data_t 0.015] [optim_t 0.362] [lr 0.002950] [CE 4.404 (4.400)] [KD 4.013 (3.978)] +2024-10-15 12:19:03,069 - Train: 8.31% [103950/1251000] [83.1/1000.0] [batch_t 0.437 (0.414)] [data_t 0.015] [optim_t 0.421] [lr 0.002950] [CE 4.036 (4.400)] [KD 3.817 (3.983)] +2024-10-15 12:19:24,141 - Train: 8.31% [104000/1251000] [83.1/1000.0] [batch_t 0.472 (0.421)] [data_t 0.015] [optim_t 0.457] [lr 0.002950] [CE 4.109 (4.428)] [KD 4.074 (3.992)] +2024-10-15 12:19:45,779 - Train: 8.32% [104050/1251000] [83.2/1000.0] [batch_t 0.392 (0.433)] [data_t 0.015] [optim_t 0.377] [lr 0.002950] [CE 4.287 (4.359)] [KD 3.899 (3.899)] +2024-10-15 12:20:06,686 - Train: 8.32% [104100/1251000] [83.2/1000.0] [batch_t 0.384 (0.418)] [data_t 0.016] [optim_t 0.368] [lr 0.002950] [CE 4.795 (4.401)] [KD 4.301 (4.001)] +2024-10-15 12:20:28,411 - Train: 8.33% [104150/1251000] [83.3/1000.0] [batch_t 0.409 (0.434)] [data_t 0.015] [optim_t 0.393] [lr 0.002949] [CE 4.598 (4.388)] [KD 3.949 (3.969)] +2024-10-15 12:20:49,537 - Train: 8.33% [104200/1251000] [83.3/1000.0] [batch_t 0.469 (0.422)] [data_t 0.016] [optim_t 0.453] [lr 0.002949] [CE 4.120 (4.350)] [KD 3.882 (3.882)] +2024-10-15 12:21:10,783 - Train: 8.33% [104250/1251000] [83.3/1000.0] [batch_t 0.381 (0.425)] [data_t 0.015] [optim_t 0.366] [lr 0.002949] [CE 3.990 (4.364)] [KD 4.013 (3.924)] +2024-10-15 12:21:32,585 - Train: 8.34% [104300/1251000] [83.4/1000.0] [batch_t 0.435 (0.436)] [data_t 0.015] [optim_t 0.419] [lr 0.002949] [CE 4.449 (4.400)] [KD 3.822 (3.890)] +2024-10-15 12:21:53,481 - Train: 8.34% [104350/1251000] [83.4/1000.0] [batch_t 0.405 (0.418)] [data_t 0.015] [optim_t 0.389] [lr 0.002949] [CE 4.372 (4.338)] [KD 3.984 (3.930)] +2024-10-15 12:22:14,833 - Train: 8.35% [104400/1251000] [83.5/1000.0] [batch_t 0.425 (0.427)] [data_t 0.082] [optim_t 0.343] [lr 0.002949] [CE 4.640 (4.376)] [KD 4.106 (3.978)] +2024-10-15 12:22:36,589 - Train: 8.35% [104450/1251000] [83.5/1000.0] [batch_t 0.393 (0.435)] [data_t 0.050] [optim_t 0.343] [lr 0.002949] [CE 4.482 (4.448)] [KD 3.975 (4.019)] +2024-10-15 12:22:58,451 - Train: 8.35% [104500/1251000] [83.5/1000.0] [batch_t 0.461 (0.437)] [data_t 0.015] [optim_t 0.446] [lr 0.002949] [CE 4.379 (4.397)] [KD 3.874 (3.941)] +2024-10-15 12:23:20,010 - Train: 8.36% [104550/1251000] [83.6/1000.0] [batch_t 0.440 (0.431)] [data_t 0.015] [optim_t 0.424] [lr 0.002949] [CE 4.414 (4.364)] [KD 3.992 (3.903)] +2024-10-15 12:23:40,934 - Train: 8.36% [104600/1251000] [83.6/1000.0] [batch_t 0.386 (0.418)] [data_t 0.015] [optim_t 0.371] [lr 0.002949] [CE 4.114 (4.346)] [KD 4.006 (3.919)] +2024-10-15 12:24:02,162 - Train: 8.37% [104650/1251000] [83.7/1000.0] [batch_t 0.446 (0.424)] [data_t 0.015] [optim_t 0.431] [lr 0.002949] [CE 4.197 (4.445)] [KD 3.879 (3.925)] +2024-10-15 12:24:23,390 - Train: 8.37% [104700/1251000] [83.7/1000.0] [batch_t 0.470 (0.424)] [data_t 0.015] [optim_t 0.455] [lr 0.002949] [CE 4.580 (4.396)] [KD 4.027 (3.915)] +2024-10-15 12:24:44,224 - Train: 8.37% [104750/1251000] [83.7/1000.0] [batch_t 0.375 (0.417)] [data_t 0.015] [optim_t 0.359] [lr 0.002949] [CE 4.557 (4.452)] [KD 3.909 (4.014)] +2024-10-15 12:25:05,151 - Train: 8.38% [104800/1251000] [83.8/1000.0] [batch_t 0.432 (0.418)] [data_t 0.015] [optim_t 0.417] [lr 0.002949] [CE 4.456 (4.309)] [KD 3.922 (3.947)] +2024-10-15 12:25:26,293 - Train: 8.38% [104850/1251000] [83.8/1000.0] [batch_t 0.437 (0.423)] [data_t 0.015] [optim_t 0.421] [lr 0.002949] [CE 4.352 (4.362)] [KD 3.957 (3.909)] +2024-10-15 12:25:47,563 - Train: 8.39% [104900/1251000] [83.9/1000.0] [batch_t 0.385 (0.425)] [data_t 0.015] [optim_t 0.369] [lr 0.002949] [CE 4.083 (4.313)] [KD 3.777 (3.932)] +2024-10-15 12:26:08,588 - Train: 8.39% [104950/1251000] [83.9/1000.0] [batch_t 0.411 (0.420)] [data_t 0.015] [optim_t 0.395] [lr 0.002949] [CE 4.281 (4.346)] [KD 4.110 (3.950)] +2024-10-15 12:26:30,084 - Train: 8.39% [105000/1251000] [83.9/1000.0] [batch_t 0.434 (0.430)] [data_t 0.015] [optim_t 0.419] [lr 0.002949] [CE 4.126 (4.411)] [KD 3.810 (4.027)] +2024-10-15 12:26:51,293 - Train: 8.40% [105050/1251000] [84.0/1000.0] [batch_t 0.368 (0.424)] [data_t 0.015] [optim_t 0.353] [lr 0.002949] [CE 4.507 (4.371)] [KD 4.042 (3.958)] +2024-10-15 12:27:04,559 - ==> Total time: 12:45:13 Eta: 5 days, 19:04:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 12:27:16,896 - Train: 8.40% [105100/1251000] [84.0/1000.0] [batch_t 0.360 (0.635)] [data_t 0.015] [optim_t 0.345] [lr 0.002949] [CE 4.405 (4.405)] [KD 4.072 (3.924)] +2024-10-15 12:27:36,285 - Train: 8.41% [105150/1251000] [84.1/1000.0] [batch_t 0.409 (0.388)] [data_t 0.062] [optim_t 0.348] [lr 0.002949] [CE 4.531 (4.326)] [KD 4.048 (3.831)] +2024-10-15 12:27:56,991 - Train: 8.41% [105200/1251000] [84.1/1000.0] [batch_t 0.406 (0.414)] [data_t 0.016] [optim_t 0.390] [lr 0.002948] [CE 4.392 (4.361)] [KD 3.851 (3.884)] +2024-10-15 12:28:17,970 - Train: 8.41% [105250/1251000] [84.1/1000.0] [batch_t 0.425 (0.419)] [data_t 0.015] [optim_t 0.409] [lr 0.002948] [CE 4.609 (4.426)] [KD 4.235 (3.898)] +2024-10-15 12:28:38,942 - Train: 8.42% [105300/1251000] [84.2/1000.0] [batch_t 0.442 (0.419)] [data_t 0.015] [optim_t 0.427] [lr 0.002948] [CE 4.526 (4.391)] [KD 3.918 (3.983)] +2024-10-15 12:29:00,080 - Train: 8.42% [105350/1251000] [84.2/1000.0] [batch_t 0.410 (0.423)] [data_t 0.015] [optim_t 0.395] [lr 0.002948] [CE 4.513 (4.379)] [KD 4.115 (3.974)] +2024-10-15 12:29:21,066 - Train: 8.43% [105400/1251000] [84.3/1000.0] [batch_t 0.412 (0.420)] [data_t 0.015] [optim_t 0.397] [lr 0.002948] [CE 3.814 (4.376)] [KD 3.822 (3.925)] +2024-10-15 12:29:42,008 - Train: 8.43% [105450/1251000] [84.3/1000.0] [batch_t 0.414 (0.419)] [data_t 0.015] [optim_t 0.399] [lr 0.002948] [CE 4.214 (4.388)] [KD 4.041 (3.979)] +2024-10-15 12:30:03,619 - Train: 8.43% [105500/1251000] [84.3/1000.0] [batch_t 0.482 (0.432)] [data_t 0.015] [optim_t 0.467] [lr 0.002948] [CE 4.191 (4.425)] [KD 3.823 (3.947)] +2024-10-15 12:30:24,764 - Train: 8.44% [105550/1251000] [84.4/1000.0] [batch_t 0.442 (0.423)] [data_t 0.016] [optim_t 0.426] [lr 0.002948] [CE 4.433 (4.335)] [KD 3.812 (3.931)] +2024-10-15 12:30:46,556 - Train: 8.44% [105600/1251000] [84.4/1000.0] [batch_t 0.395 (0.436)] [data_t 0.015] [optim_t 0.380] [lr 0.002948] [CE 4.199 (4.372)] [KD 3.898 (3.907)] +2024-10-15 12:31:07,773 - Train: 8.45% [105650/1251000] [84.5/1000.0] [batch_t 0.479 (0.424)] [data_t 0.015] [optim_t 0.464] [lr 0.002948] [CE 4.435 (4.278)] [KD 3.866 (3.875)] +2024-10-15 12:31:29,378 - Train: 8.45% [105700/1251000] [84.5/1000.0] [batch_t 0.383 (0.432)] [data_t 0.015] [optim_t 0.367] [lr 0.002948] [CE 4.573 (4.473)] [KD 3.912 (3.979)] +2024-10-15 12:31:50,579 - Train: 8.45% [105750/1251000] [84.5/1000.0] [batch_t 0.402 (0.424)] [data_t 0.015] [optim_t 0.387] [lr 0.002948] [CE 4.479 (4.436)] [KD 3.991 (3.955)] +2024-10-15 12:32:11,436 - Train: 8.46% [105800/1251000] [84.6/1000.0] [batch_t 0.449 (0.417)] [data_t 0.015] [optim_t 0.434] [lr 0.002948] [CE 4.751 (4.391)] [KD 3.903 (3.946)] +2024-10-15 12:32:32,474 - Train: 8.46% [105850/1251000] [84.6/1000.0] [batch_t 0.401 (0.421)] [data_t 0.015] [optim_t 0.386] [lr 0.002948] [CE 4.692 (4.354)] [KD 4.113 (3.920)] +2024-10-15 12:32:53,943 - Train: 8.47% [105900/1251000] [84.7/1000.0] [batch_t 0.507 (0.429)] [data_t 0.154] [optim_t 0.353] [lr 0.002948] [CE 4.308 (4.377)] [KD 4.115 (3.942)] +2024-10-15 12:33:15,226 - Train: 8.47% [105950/1251000] [84.7/1000.0] [batch_t 0.425 (0.426)] [data_t 0.085] [optim_t 0.339] [lr 0.002948] [CE 4.481 (4.390)] [KD 3.757 (3.954)] +2024-10-15 12:33:37,194 - Train: 8.47% [106000/1251000] [84.7/1000.0] [batch_t 0.473 (0.439)] [data_t 0.130] [optim_t 0.343] [lr 0.002948] [CE 4.059 (4.396)] [KD 3.871 (3.959)] +2024-10-15 12:33:58,524 - Train: 8.48% [106050/1251000] [84.8/1000.0] [batch_t 0.417 (0.426)] [data_t 0.076] [optim_t 0.342] [lr 0.002948] [CE 4.268 (4.397)] [KD 4.043 (3.927)] +2024-10-15 12:34:19,236 - Train: 8.48% [106100/1251000] [84.8/1000.0] [batch_t 0.448 (0.414)] [data_t 0.103] [optim_t 0.344] [lr 0.002948] [CE 4.352 (4.385)] [KD 3.812 (3.930)] +2024-10-15 12:34:39,904 - Train: 8.49% [106150/1251000] [84.9/1000.0] [batch_t 0.401 (0.413)] [data_t 0.056] [optim_t 0.345] [lr 0.002948] [CE 4.683 (4.423)] [KD 4.194 (4.021)] +2024-10-15 12:35:00,519 - Train: 8.49% [106200/1251000] [84.9/1000.0] [batch_t 0.360 (0.412)] [data_t 0.016] [optim_t 0.344] [lr 0.002948] [CE 4.819 (4.460)] [KD 4.078 (3.965)] +2024-10-15 12:35:21,709 - Train: 8.49% [106250/1251000] [84.9/1000.0] [batch_t 0.462 (0.424)] [data_t 0.119] [optim_t 0.343] [lr 0.002947] [CE 4.239 (4.391)] [KD 4.089 (3.928)] +2024-10-15 12:35:43,728 - Train: 8.50% [106300/1251000] [85.0/1000.0] [batch_t 0.520 (0.440)] [data_t 0.176] [optim_t 0.344] [lr 0.002947] [CE 4.894 (4.407)] [KD 3.962 (4.034)] +2024-10-15 12:36:19,884 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 36820] [top5_cnt 45907] [top_all 50000] +2024-10-15 12:36:19,885 - net: 73.640 (91.814) +2024-10-15 12:36:41,689 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 39131] [top5_cnt 47102] [top_all 50000] +2024-10-15 12:36:41,690 - net_E: 78.262 (94.204) +2024-10-15 12:36:41,857 - Max [top1: 73.640 (epoch: 85)] [top1-ema: 78.262 (epoch: 85)] +2024-10-15 12:36:41,857 - ==> Total time: 12:54:50 Eta: 5 days, 19:00:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 12:36:54,995 - Train: 8.50% [106350/1251000] [85.0/1000.0] [batch_t 0.358 (0.489)] [data_t 0.015] [optim_t 0.343] [lr 0.002947] [CE 3.802 (4.332)] [KD 3.686 (3.858)] +2024-10-15 12:37:14,439 - Train: 8.51% [106400/1251000] [85.1/1000.0] [batch_t 0.420 (0.389)] [data_t 0.015] [optim_t 0.405] [lr 0.002947] [CE 3.961 (4.283)] [KD 3.790 (3.877)] +2024-10-15 12:37:36,018 - Train: 8.51% [106450/1251000] [85.1/1000.0] [batch_t 0.358 (0.431)] [data_t 0.015] [optim_t 0.343] [lr 0.002947] [CE 4.330 (4.366)] [KD 3.710 (3.901)] +2024-10-15 12:37:57,238 - Train: 8.51% [106500/1251000] [85.1/1000.0] [batch_t 0.509 (0.424)] [data_t 0.015] [optim_t 0.494] [lr 0.002947] [CE 4.384 (4.404)] [KD 4.129 (3.912)] +2024-10-15 12:38:18,755 - Train: 8.52% [106550/1251000] [85.2/1000.0] [batch_t 0.388 (0.430)] [data_t 0.015] [optim_t 0.372] [lr 0.002947] [CE 3.775 (4.338)] [KD 3.561 (3.929)] +2024-10-15 12:38:40,216 - Train: 8.52% [106600/1251000] [85.2/1000.0] [batch_t 0.435 (0.429)] [data_t 0.015] [optim_t 0.420] [lr 0.002947] [CE 4.285 (4.300)] [KD 3.841 (3.916)] +2024-10-15 12:39:02,292 - Train: 8.53% [106650/1251000] [85.3/1000.0] [batch_t 0.466 (0.441)] [data_t 0.016] [optim_t 0.451] [lr 0.002947] [CE 4.621 (4.344)] [KD 4.064 (3.893)] +2024-10-15 12:39:24,323 - Train: 8.53% [106700/1251000] [85.3/1000.0] [batch_t 0.442 (0.441)] [data_t 0.015] [optim_t 0.426] [lr 0.002947] [CE 4.041 (4.400)] [KD 3.712 (3.943)] +2024-10-15 12:39:44,915 - Train: 8.53% [106750/1251000] [85.3/1000.0] [batch_t 0.365 (0.412)] [data_t 0.015] [optim_t 0.350] [lr 0.002947] [CE 4.460 (4.373)] [KD 3.972 (3.939)] +2024-10-15 12:40:05,951 - Train: 8.54% [106800/1251000] [85.4/1000.0] [batch_t 0.406 (0.421)] [data_t 0.015] [optim_t 0.390] [lr 0.002947] [CE 3.993 (4.331)] [KD 3.782 (3.913)] +2024-10-15 12:40:27,784 - Train: 8.54% [106850/1251000] [85.4/1000.0] [batch_t 0.492 (0.437)] [data_t 0.015] [optim_t 0.477] [lr 0.002947] [CE 4.789 (4.440)] [KD 3.971 (3.945)] +2024-10-15 12:40:48,830 - Train: 8.55% [106900/1251000] [85.5/1000.0] [batch_t 0.410 (0.421)] [data_t 0.016] [optim_t 0.395] [lr 0.002947] [CE 4.500 (4.356)] [KD 4.051 (3.891)] +2024-10-15 12:41:09,332 - Train: 8.55% [106950/1251000] [85.5/1000.0] [batch_t 0.469 (0.410)] [data_t 0.015] [optim_t 0.453] [lr 0.002947] [CE 4.342 (4.389)] [KD 3.797 (3.960)] +2024-10-15 12:41:30,053 - Train: 8.55% [107000/1251000] [85.5/1000.0] [batch_t 0.396 (0.414)] [data_t 0.016] [optim_t 0.380] [lr 0.002947] [CE 3.974 (4.404)] [KD 3.966 (3.986)] +2024-10-15 12:41:51,060 - Train: 8.56% [107050/1251000] [85.6/1000.0] [batch_t 0.448 (0.420)] [data_t 0.015] [optim_t 0.433] [lr 0.002947] [CE 4.350 (4.411)] [KD 3.928 (3.974)] +2024-10-15 12:42:12,203 - Train: 8.56% [107100/1251000] [85.6/1000.0] [batch_t 0.425 (0.423)] [data_t 0.015] [optim_t 0.409] [lr 0.002947] [CE 4.961 (4.406)] [KD 4.181 (3.985)] +2024-10-15 12:42:33,086 - Train: 8.57% [107150/1251000] [85.7/1000.0] [batch_t 0.435 (0.418)] [data_t 0.015] [optim_t 0.420] [lr 0.002947] [CE 4.631 (4.342)] [KD 4.242 (3.944)] +2024-10-15 12:42:53,838 - Train: 8.57% [107200/1251000] [85.7/1000.0] [batch_t 0.405 (0.415)] [data_t 0.016] [optim_t 0.390] [lr 0.002947] [CE 4.608 (4.386)] [KD 4.079 (3.971)] +2024-10-15 12:43:14,852 - Train: 8.57% [107250/1251000] [85.7/1000.0] [batch_t 0.491 (0.420)] [data_t 0.016] [optim_t 0.476] [lr 0.002946] [CE 4.406 (4.402)] [KD 3.823 (3.922)] +2024-10-15 12:43:35,803 - Train: 8.58% [107300/1251000] [85.8/1000.0] [batch_t 0.404 (0.419)] [data_t 0.015] [optim_t 0.389] [lr 0.002946] [CE 4.634 (4.342)] [KD 3.932 (3.914)] +2024-10-15 12:43:56,762 - Train: 8.58% [107350/1251000] [85.8/1000.0] [batch_t 0.432 (0.419)] [data_t 0.015] [optim_t 0.417] [lr 0.002946] [CE 4.465 (4.420)] [KD 3.887 (3.903)] +2024-10-15 12:44:17,437 - Train: 8.59% [107400/1251000] [85.9/1000.0] [batch_t 0.376 (0.413)] [data_t 0.015] [optim_t 0.361] [lr 0.002946] [CE 4.968 (4.330)] [KD 4.275 (4.038)] +2024-10-15 12:44:38,497 - Train: 8.59% [107450/1251000] [85.9/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.002946] [CE 4.362 (4.339)] [KD 3.809 (3.968)] +2024-10-15 12:44:59,820 - Train: 8.59% [107500/1251000] [85.9/1000.0] [batch_t 0.462 (0.426)] [data_t 0.015] [optim_t 0.447] [lr 0.002946] [CE 4.609 (4.318)] [KD 4.053 (3.908)] +2024-10-15 12:45:20,843 - Train: 8.60% [107550/1251000] [86.0/1000.0] [batch_t 0.495 (0.420)] [data_t 0.015] [optim_t 0.480] [lr 0.002946] [CE 4.486 (4.384)] [KD 4.052 (3.950)] +2024-10-15 12:45:35,353 - ==> Total time: 13:03:43 Eta: 5 days, 18:49:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 12:45:46,984 - Train: 8.60% [107600/1251000] [86.0/1000.0] [batch_t 0.367 (0.712)] [data_t 0.015] [optim_t 0.351] [lr 0.002946] [CE 4.196 (4.389)] [KD 3.805 (3.877)] +2024-10-15 12:46:06,347 - Train: 8.61% [107650/1251000] [86.1/1000.0] [batch_t 0.385 (0.387)] [data_t 0.044] [optim_t 0.341] [lr 0.002946] [CE 4.486 (4.383)] [KD 4.053 (3.877)] +2024-10-15 12:46:27,524 - Train: 8.61% [107700/1251000] [86.1/1000.0] [batch_t 0.440 (0.423)] [data_t 0.015] [optim_t 0.425] [lr 0.002946] [CE 4.752 (4.432)] [KD 4.415 (3.926)] +2024-10-15 12:46:48,874 - Train: 8.61% [107750/1251000] [86.1/1000.0] [batch_t 0.435 (0.427)] [data_t 0.015] [optim_t 0.420] [lr 0.002946] [CE 4.810 (4.396)] [KD 4.087 (3.932)] +2024-10-15 12:47:10,761 - Train: 8.62% [107800/1251000] [86.2/1000.0] [batch_t 0.600 (0.438)] [data_t 0.015] [optim_t 0.585] [lr 0.002946] [CE 4.265 (4.362)] [KD 4.060 (3.867)] +2024-10-15 12:47:31,717 - Train: 8.62% [107850/1251000] [86.2/1000.0] [batch_t 0.359 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.002946] [CE 4.467 (4.328)] [KD 3.937 (3.931)] +2024-10-15 12:47:53,513 - Train: 8.63% [107900/1251000] [86.3/1000.0] [batch_t 0.420 (0.436)] [data_t 0.015] [optim_t 0.404] [lr 0.002946] [CE 4.300 (4.367)] [KD 3.923 (3.942)] +2024-10-15 12:48:15,097 - Train: 8.63% [107950/1251000] [86.3/1000.0] [batch_t 0.360 (0.432)] [data_t 0.016] [optim_t 0.345] [lr 0.002946] [CE 4.132 (4.339)] [KD 3.532 (3.895)] +2024-10-15 12:48:36,619 - Train: 8.63% [108000/1251000] [86.3/1000.0] [batch_t 0.441 (0.430)] [data_t 0.016] [optim_t 0.425] [lr 0.002946] [CE 4.433 (4.371)] [KD 3.856 (3.920)] +2024-10-15 12:48:58,014 - Train: 8.64% [108050/1251000] [86.4/1000.0] [batch_t 0.370 (0.428)] [data_t 0.015] [optim_t 0.354] [lr 0.002946] [CE 4.105 (4.380)] [KD 3.656 (3.962)] +2024-10-15 12:49:19,255 - Train: 8.64% [108100/1251000] [86.4/1000.0] [batch_t 0.438 (0.425)] [data_t 0.015] [optim_t 0.423] [lr 0.002946] [CE 4.437 (4.340)] [KD 3.565 (3.849)] +2024-10-15 12:49:40,668 - Train: 8.65% [108150/1251000] [86.5/1000.0] [batch_t 0.443 (0.428)] [data_t 0.015] [optim_t 0.427] [lr 0.002946] [CE 3.655 (4.305)] [KD 3.713 (3.877)] +2024-10-15 12:50:01,798 - Train: 8.65% [108200/1251000] [86.5/1000.0] [batch_t 0.385 (0.422)] [data_t 0.015] [optim_t 0.369] [lr 0.002946] [CE 3.986 (4.401)] [KD 3.725 (3.951)] +2024-10-15 12:50:23,022 - Train: 8.65% [108250/1251000] [86.5/1000.0] [batch_t 0.579 (0.424)] [data_t 0.239] [optim_t 0.340] [lr 0.002945] [CE 4.462 (4.384)] [KD 3.902 (3.884)] +2024-10-15 12:50:44,384 - Train: 8.66% [108300/1251000] [86.6/1000.0] [batch_t 0.390 (0.427)] [data_t 0.050] [optim_t 0.340] [lr 0.002945] [CE 4.512 (4.419)] [KD 3.832 (3.981)] +2024-10-15 12:51:05,811 - Train: 8.66% [108350/1251000] [86.6/1000.0] [batch_t 0.387 (0.428)] [data_t 0.046] [optim_t 0.341] [lr 0.002945] [CE 4.917 (4.348)] [KD 4.303 (3.946)] +2024-10-15 12:51:26,936 - Train: 8.67% [108400/1251000] [86.7/1000.0] [batch_t 0.375 (0.422)] [data_t 0.015] [optim_t 0.359] [lr 0.002945] [CE 4.508 (4.412)] [KD 4.034 (3.943)] +2024-10-15 12:51:48,604 - Train: 8.67% [108450/1251000] [86.7/1000.0] [batch_t 0.410 (0.433)] [data_t 0.069] [optim_t 0.341] [lr 0.002945] [CE 4.786 (4.374)] [KD 4.122 (3.877)] +2024-10-15 12:52:09,745 - Train: 8.67% [108500/1251000] [86.7/1000.0] [batch_t 0.432 (0.423)] [data_t 0.086] [optim_t 0.346] [lr 0.002945] [CE 3.972 (4.381)] [KD 3.766 (3.981)] +2024-10-15 12:52:31,253 - Train: 8.68% [108550/1251000] [86.8/1000.0] [batch_t 0.422 (0.430)] [data_t 0.081] [optim_t 0.341] [lr 0.002945] [CE 4.526 (4.414)] [KD 4.243 (3.959)] +2024-10-15 12:52:53,096 - Train: 8.68% [108600/1251000] [86.8/1000.0] [batch_t 0.414 (0.437)] [data_t 0.071] [optim_t 0.343] [lr 0.002945] [CE 4.222 (4.385)] [KD 4.003 (3.917)] +2024-10-15 12:53:14,737 - Train: 8.69% [108650/1251000] [86.9/1000.0] [batch_t 0.450 (0.433)] [data_t 0.107] [optim_t 0.344] [lr 0.002945] [CE 4.627 (4.395)] [KD 4.128 (3.994)] +2024-10-15 12:53:35,890 - Train: 8.69% [108700/1251000] [86.9/1000.0] [batch_t 0.394 (0.423)] [data_t 0.053] [optim_t 0.340] [lr 0.002945] [CE 4.811 (4.365)] [KD 3.999 (3.905)] +2024-10-15 12:53:56,593 - Train: 8.69% [108750/1251000] [86.9/1000.0] [batch_t 0.426 (0.414)] [data_t 0.083] [optim_t 0.343] [lr 0.002945] [CE 4.468 (4.387)] [KD 4.145 (3.961)] +2024-10-15 12:54:17,605 - Train: 8.70% [108800/1251000] [87.0/1000.0] [batch_t 0.474 (0.420)] [data_t 0.133] [optim_t 0.341] [lr 0.002945] [CE 4.717 (4.403)] [KD 4.209 (3.997)] +2024-10-15 12:54:32,506 - ==> Total time: 13:12:41 Eta: 5 days, 18:38:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 12:54:44,086 - Train: 8.70% [108850/1251000] [87.0/1000.0] [batch_t 0.364 (0.790)] [data_t 0.015] [optim_t 0.349] [lr 0.002945] [CE 4.588 (4.397)] [KD 3.989 (3.918)] +2024-10-15 12:55:03,952 - Train: 8.71% [108900/1251000] [87.1/1000.0] [batch_t 0.386 (0.397)] [data_t 0.016] [optim_t 0.370] [lr 0.002945] [CE 4.153 (4.398)] [KD 3.768 (3.949)] +2024-10-15 12:55:26,137 - Train: 8.71% [108950/1251000] [87.1/1000.0] [batch_t 0.368 (0.444)] [data_t 0.015] [optim_t 0.353] [lr 0.002945] [CE 4.237 (4.374)] [KD 4.020 (3.934)] +2024-10-15 12:55:47,911 - Train: 8.71% [109000/1251000] [87.1/1000.0] [batch_t 0.406 (0.435)] [data_t 0.015] [optim_t 0.390] [lr 0.002945] [CE 4.235 (4.340)] [KD 3.642 (3.931)] +2024-10-15 12:56:09,569 - Train: 8.72% [109050/1251000] [87.2/1000.0] [batch_t 0.430 (0.433)] [data_t 0.016] [optim_t 0.414] [lr 0.002945] [CE 4.257 (4.400)] [KD 3.852 (3.961)] +2024-10-15 12:56:30,948 - Train: 8.72% [109100/1251000] [87.2/1000.0] [batch_t 0.434 (0.427)] [data_t 0.015] [optim_t 0.419] [lr 0.002945] [CE 4.719 (4.417)] [KD 4.361 (3.943)] +2024-10-15 12:56:52,773 - Train: 8.73% [109150/1251000] [87.3/1000.0] [batch_t 0.422 (0.436)] [data_t 0.015] [optim_t 0.407] [lr 0.002945] [CE 4.418 (4.292)] [KD 3.859 (3.981)] +2024-10-15 12:57:14,362 - Train: 8.73% [109200/1251000] [87.3/1000.0] [batch_t 0.422 (0.432)] [data_t 0.016] [optim_t 0.407] [lr 0.002945] [CE 4.441 (4.376)] [KD 3.805 (3.959)] +2024-10-15 12:57:36,119 - Train: 8.73% [109250/1251000] [87.3/1000.0] [batch_t 0.359 (0.435)] [data_t 0.015] [optim_t 0.343] [lr 0.002944] [CE 3.789 (4.364)] [KD 3.759 (3.887)] +2024-10-15 12:57:57,110 - Train: 8.74% [109300/1251000] [87.4/1000.0] [batch_t 0.360 (0.420)] [data_t 0.016] [optim_t 0.344] [lr 0.002944] [CE 4.211 (4.375)] [KD 3.622 (3.916)] +2024-10-15 12:58:17,389 - Train: 8.74% [109350/1251000] [87.4/1000.0] [batch_t 0.379 (0.405)] [data_t 0.015] [optim_t 0.364] [lr 0.002944] [CE 4.260 (4.324)] [KD 3.893 (3.848)] +2024-10-15 12:58:37,663 - Train: 8.75% [109400/1251000] [87.5/1000.0] [batch_t 0.377 (0.405)] [data_t 0.015] [optim_t 0.362] [lr 0.002944] [CE 4.720 (4.393)] [KD 4.123 (3.880)] +2024-10-15 12:58:59,218 - Train: 8.75% [109450/1251000] [87.5/1000.0] [batch_t 0.426 (0.431)] [data_t 0.016] [optim_t 0.410] [lr 0.002944] [CE 4.578 (4.325)] [KD 3.857 (3.908)] +2024-10-15 12:59:20,606 - Train: 8.75% [109500/1251000] [87.5/1000.0] [batch_t 0.370 (0.428)] [data_t 0.015] [optim_t 0.355] [lr 0.002944] [CE 3.996 (4.394)] [KD 3.866 (3.938)] +2024-10-15 12:59:42,224 - Train: 8.76% [109550/1251000] [87.6/1000.0] [batch_t 0.417 (0.432)] [data_t 0.015] [optim_t 0.402] [lr 0.002944] [CE 4.256 (4.398)] [KD 3.905 (3.986)] +2024-10-15 13:00:03,398 - Train: 8.76% [109600/1251000] [87.6/1000.0] [batch_t 0.385 (0.423)] [data_t 0.015] [optim_t 0.369] [lr 0.002944] [CE 4.427 (4.308)] [KD 3.919 (3.938)] +2024-10-15 13:00:24,616 - Train: 8.76% [109650/1251000] [87.6/1000.0] [batch_t 0.413 (0.424)] [data_t 0.015] [optim_t 0.398] [lr 0.002944] [CE 3.574 (4.412)] [KD 4.064 (4.032)] +2024-10-15 13:00:45,843 - Train: 8.77% [109700/1251000] [87.7/1000.0] [batch_t 0.407 (0.424)] [data_t 0.015] [optim_t 0.392] [lr 0.002944] [CE 3.779 (4.391)] [KD 3.674 (4.018)] +2024-10-15 13:01:07,194 - Train: 8.77% [109750/1251000] [87.7/1000.0] [batch_t 0.448 (0.427)] [data_t 0.016] [optim_t 0.433] [lr 0.002944] [CE 4.551 (4.410)] [KD 4.269 (3.986)] +2024-10-15 13:01:28,364 - Train: 8.78% [109800/1251000] [87.8/1000.0] [batch_t 0.441 (0.423)] [data_t 0.016] [optim_t 0.425] [lr 0.002944] [CE 4.177 (4.361)] [KD 3.865 (3.944)] +2024-10-15 13:01:49,371 - Train: 8.78% [109850/1251000] [87.8/1000.0] [batch_t 0.457 (0.420)] [data_t 0.015] [optim_t 0.442] [lr 0.002944] [CE 3.951 (4.325)] [KD 3.713 (3.935)] +2024-10-15 13:02:10,534 - Train: 8.78% [109900/1251000] [87.8/1000.0] [batch_t 0.404 (0.423)] [data_t 0.015] [optim_t 0.389] [lr 0.002944] [CE 4.359 (4.406)] [KD 3.949 (3.995)] +2024-10-15 13:02:31,258 - Train: 8.79% [109950/1251000] [87.9/1000.0] [batch_t 0.406 (0.414)] [data_t 0.015] [optim_t 0.391] [lr 0.002944] [CE 4.983 (4.318)] [KD 4.022 (3.838)] +2024-10-15 13:02:52,405 - Train: 8.79% [110000/1251000] [87.9/1000.0] [batch_t 0.384 (0.423)] [data_t 0.015] [optim_t 0.368] [lr 0.002944] [CE 4.711 (4.362)] [KD 3.974 (3.851)] +2024-10-15 13:03:13,394 - Train: 8.80% [110050/1251000] [88.0/1000.0] [batch_t 0.383 (0.420)] [data_t 0.015] [optim_t 0.367] [lr 0.002944] [CE 4.656 (4.421)] [KD 4.061 (3.935)] +2024-10-15 13:03:28,498 - ==> Total time: 13:21:37 Eta: 5 days, 18:27:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 13:03:39,185 - Train: 8.80% [110100/1251000] [88.0/1000.0] [batch_t 0.363 (0.789)] [data_t 0.015] [optim_t 0.347] [lr 0.002944] [CE 3.999 (4.351)] [KD 4.036 (3.992)] +2024-10-15 13:04:00,167 - Train: 8.80% [110150/1251000] [88.0/1000.0] [batch_t 0.476 (0.420)] [data_t 0.133] [optim_t 0.343] [lr 0.002944] [CE 4.423 (4.384)] [KD 3.981 (3.929)] +2024-10-15 13:04:22,718 - Train: 8.81% [110200/1251000] [88.1/1000.0] [batch_t 0.438 (0.451)] [data_t 0.015] [optim_t 0.423] [lr 0.002943] [CE 4.093 (4.366)] [KD 3.813 (3.969)] +2024-10-15 13:04:43,560 - Train: 8.81% [110250/1251000] [88.1/1000.0] [batch_t 0.365 (0.417)] [data_t 0.015] [optim_t 0.349] [lr 0.002943] [CE 4.394 (4.302)] [KD 3.985 (3.862)] +2024-10-15 13:05:03,852 - Train: 8.82% [110300/1251000] [88.2/1000.0] [batch_t 0.377 (0.406)] [data_t 0.016] [optim_t 0.361] [lr 0.002943] [CE 4.197 (4.422)] [KD 3.876 (3.968)] +2024-10-15 13:05:25,048 - Train: 8.82% [110350/1251000] [88.2/1000.0] [batch_t 0.468 (0.424)] [data_t 0.015] [optim_t 0.452] [lr 0.002943] [CE 3.852 (4.307)] [KD 3.584 (3.908)] +2024-10-15 13:05:46,301 - Train: 8.82% [110400/1251000] [88.2/1000.0] [batch_t 0.415 (0.425)] [data_t 0.015] [optim_t 0.399] [lr 0.002943] [CE 4.466 (4.339)] [KD 3.957 (3.878)] +2024-10-15 13:06:07,389 - Train: 8.83% [110450/1251000] [88.3/1000.0] [batch_t 0.423 (0.422)] [data_t 0.016] [optim_t 0.408] [lr 0.002943] [CE 4.255 (4.327)] [KD 3.811 (3.747)] +2024-10-15 13:06:28,122 - Train: 8.83% [110500/1251000] [88.3/1000.0] [batch_t 0.420 (0.415)] [data_t 0.015] [optim_t 0.405] [lr 0.002943] [CE 4.298 (4.359)] [KD 3.844 (3.921)] +2024-10-15 13:06:49,275 - Train: 8.84% [110550/1251000] [88.4/1000.0] [batch_t 0.408 (0.423)] [data_t 0.015] [optim_t 0.393] [lr 0.002943] [CE 4.930 (4.359)] [KD 4.164 (3.896)] +2024-10-15 13:07:10,640 - Train: 8.84% [110600/1251000] [88.4/1000.0] [batch_t 0.472 (0.427)] [data_t 0.015] [optim_t 0.457] [lr 0.002943] [CE 4.038 (4.365)] [KD 3.838 (3.957)] +2024-10-15 13:07:31,828 - Train: 8.84% [110650/1251000] [88.4/1000.0] [batch_t 0.364 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.002943] [CE 4.696 (4.373)] [KD 3.947 (3.916)] +2024-10-15 13:07:52,436 - Train: 8.85% [110700/1251000] [88.5/1000.0] [batch_t 0.365 (0.412)] [data_t 0.015] [optim_t 0.350] [lr 0.002943] [CE 4.155 (4.339)] [KD 3.811 (3.872)] +2024-10-15 13:08:13,484 - Train: 8.85% [110750/1251000] [88.5/1000.0] [batch_t 0.435 (0.421)] [data_t 0.015] [optim_t 0.420] [lr 0.002943] [CE 4.777 (4.407)] [KD 4.370 (3.973)] +2024-10-15 13:08:34,345 - Train: 8.86% [110800/1251000] [88.6/1000.0] [batch_t 0.423 (0.417)] [data_t 0.015] [optim_t 0.407] [lr 0.002943] [CE 4.470 (4.451)] [KD 3.884 (3.979)] +2024-10-15 13:08:55,204 - Train: 8.86% [110850/1251000] [88.6/1000.0] [batch_t 0.490 (0.417)] [data_t 0.015] [optim_t 0.474] [lr 0.002943] [CE 4.298 (4.304)] [KD 4.015 (3.865)] +2024-10-15 13:09:16,094 - Train: 8.86% [110900/1251000] [88.6/1000.0] [batch_t 0.498 (0.418)] [data_t 0.015] [optim_t 0.483] [lr 0.002943] [CE 4.600 (4.375)] [KD 3.911 (3.922)] +2024-10-15 13:09:36,638 - Train: 8.87% [110950/1251000] [88.7/1000.0] [batch_t 0.363 (0.411)] [data_t 0.015] [optim_t 0.348] [lr 0.002943] [CE 3.834 (4.398)] [KD 3.756 (3.940)] +2024-10-15 13:09:57,409 - Train: 8.87% [111000/1251000] [88.7/1000.0] [batch_t 0.363 (0.415)] [data_t 0.015] [optim_t 0.347] [lr 0.002943] [CE 4.477 (4.382)] [KD 4.046 (3.890)] +2024-10-15 13:10:18,182 - Train: 8.88% [111050/1251000] [88.8/1000.0] [batch_t 0.361 (0.415)] [data_t 0.015] [optim_t 0.346] [lr 0.002943] [CE 4.566 (4.374)] [KD 4.146 (3.900)] +2024-10-15 13:10:39,170 - Train: 8.88% [111100/1251000] [88.8/1000.0] [batch_t 0.495 (0.420)] [data_t 0.015] [optim_t 0.480] [lr 0.002943] [CE 4.080 (4.363)] [KD 3.861 (4.015)] +2024-10-15 13:10:59,656 - Train: 8.88% [111150/1251000] [88.8/1000.0] [batch_t 0.473 (0.410)] [data_t 0.015] [optim_t 0.458] [lr 0.002943] [CE 4.473 (4.374)] [KD 3.883 (3.958)] +2024-10-15 13:11:20,475 - Train: 8.89% [111200/1251000] [88.9/1000.0] [batch_t 0.467 (0.416)] [data_t 0.015] [optim_t 0.451] [lr 0.002942] [CE 4.504 (4.381)] [KD 4.099 (3.982)] +2024-10-15 13:11:41,405 - Train: 8.89% [111250/1251000] [88.9/1000.0] [batch_t 0.365 (0.418)] [data_t 0.015] [optim_t 0.349] [lr 0.002942] [CE 4.917 (4.418)] [KD 4.212 (3.899)] +2024-10-15 13:12:02,380 - Train: 8.90% [111300/1251000] [89.0/1000.0] [batch_t 0.459 (0.419)] [data_t 0.015] [optim_t 0.443] [lr 0.002942] [CE 4.975 (4.311)] [KD 3.968 (3.939)] +2024-10-15 13:12:18,038 - ==> Total time: 13:30:26 Eta: 5 days, 18:15:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 13:12:28,415 - Train: 8.90% [111350/1251000] [89.0/1000.0] [batch_t 0.362 (0.820)] [data_t 0.015] [optim_t 0.347] [lr 0.002942] [CE 4.004 (4.279)] [KD 3.610 (3.899)] +2024-10-15 13:12:48,225 - Train: 8.90% [111400/1251000] [89.0/1000.0] [batch_t 0.417 (0.396)] [data_t 0.072] [optim_t 0.345] [lr 0.002942] [CE 3.876 (4.393)] [KD 3.563 (3.920)] +2024-10-15 13:13:10,586 - Train: 8.91% [111450/1251000] [89.1/1000.0] [batch_t 0.362 (0.447)] [data_t 0.015] [optim_t 0.346] [lr 0.002942] [CE 4.669 (4.355)] [KD 4.623 (3.893)] +2024-10-15 13:13:31,530 - Train: 8.91% [111500/1251000] [89.1/1000.0] [batch_t 0.393 (0.419)] [data_t 0.015] [optim_t 0.378] [lr 0.002942] [CE 4.638 (4.342)] [KD 4.084 (3.932)] +2024-10-15 13:13:53,386 - Train: 8.92% [111550/1251000] [89.2/1000.0] [batch_t 0.440 (0.437)] [data_t 0.095] [optim_t 0.344] [lr 0.002942] [CE 3.539 (4.312)] [KD 3.440 (3.860)] +2024-10-15 13:14:14,243 - Train: 8.92% [111600/1251000] [89.2/1000.0] [batch_t 0.423 (0.417)] [data_t 0.077] [optim_t 0.346] [lr 0.002942] [CE 3.948 (4.402)] [KD 3.664 (3.937)] +2024-10-15 13:14:35,197 - Train: 8.92% [111650/1251000] [89.2/1000.0] [batch_t 0.455 (0.419)] [data_t 0.109] [optim_t 0.346] [lr 0.002942] [CE 4.929 (4.407)] [KD 4.320 (3.953)] +2024-10-15 13:14:56,321 - Train: 8.93% [111700/1251000] [89.3/1000.0] [batch_t 0.438 (0.422)] [data_t 0.094] [optim_t 0.344] [lr 0.002942] [CE 4.379 (4.360)] [KD 3.945 (3.944)] +2024-10-15 13:15:17,096 - Train: 8.93% [111750/1251000] [89.3/1000.0] [batch_t 0.417 (0.415)] [data_t 0.073] [optim_t 0.345] [lr 0.002942] [CE 4.192 (4.387)] [KD 3.744 (3.927)] +2024-10-15 13:15:38,044 - Train: 8.94% [111800/1251000] [89.4/1000.0] [batch_t 0.401 (0.419)] [data_t 0.057] [optim_t 0.344] [lr 0.002942] [CE 4.584 (4.346)] [KD 3.803 (3.960)] +2024-10-15 13:15:59,162 - Train: 8.94% [111850/1251000] [89.4/1000.0] [batch_t 0.450 (0.422)] [data_t 0.104] [optim_t 0.346] [lr 0.002942] [CE 4.332 (4.447)] [KD 3.952 (3.991)] +2024-10-15 13:16:21,396 - Train: 8.94% [111900/1251000] [89.4/1000.0] [batch_t 0.416 (0.445)] [data_t 0.070] [optim_t 0.346] [lr 0.002942] [CE 4.564 (4.311)] [KD 3.841 (3.930)] +2024-10-15 13:16:43,727 - Train: 8.95% [111950/1251000] [89.5/1000.0] [batch_t 0.413 (0.446)] [data_t 0.069] [optim_t 0.344] [lr 0.002942] [CE 3.900 (4.405)] [KD 3.773 (3.884)] +2024-10-15 13:17:05,232 - Train: 8.95% [112000/1251000] [89.5/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.002942] [CE 4.380 (4.453)] [KD 4.064 (3.905)] +2024-10-15 13:17:26,269 - Train: 8.96% [112050/1251000] [89.6/1000.0] [batch_t 0.416 (0.421)] [data_t 0.073] [optim_t 0.343] [lr 0.002942] [CE 4.271 (4.349)] [KD 3.876 (3.967)] +2024-10-15 13:17:47,549 - Train: 8.96% [112100/1251000] [89.6/1000.0] [batch_t 0.408 (0.425)] [data_t 0.015] [optim_t 0.393] [lr 0.002942] [CE 4.290 (4.411)] [KD 3.783 (3.942)] +2024-10-15 13:18:08,902 - Train: 8.96% [112150/1251000] [89.6/1000.0] [batch_t 0.431 (0.427)] [data_t 0.086] [optim_t 0.345] [lr 0.002941] [CE 4.625 (4.417)] [KD 4.114 (3.955)] +2024-10-15 13:18:29,943 - Train: 8.97% [112200/1251000] [89.7/1000.0] [batch_t 0.458 (0.421)] [data_t 0.112] [optim_t 0.346] [lr 0.002941] [CE 4.648 (4.418)] [KD 4.248 (3.918)] +2024-10-15 13:18:51,027 - Train: 8.97% [112250/1251000] [89.7/1000.0] [batch_t 0.423 (0.422)] [data_t 0.077] [optim_t 0.346] [lr 0.002941] [CE 4.460 (4.324)] [KD 3.890 (3.937)] +2024-10-15 13:19:12,266 - Train: 8.98% [112300/1251000] [89.8/1000.0] [batch_t 0.494 (0.425)] [data_t 0.150] [optim_t 0.344] [lr 0.002941] [CE 4.410 (4.361)] [KD 3.961 (3.961)] +2024-10-15 13:19:33,439 - Train: 8.98% [112350/1251000] [89.8/1000.0] [batch_t 0.449 (0.423)] [data_t 0.015] [optim_t 0.434] [lr 0.002941] [CE 4.568 (4.395)] [KD 3.975 (3.897)] +2024-10-15 13:19:55,409 - Train: 8.98% [112400/1251000] [89.8/1000.0] [batch_t 0.385 (0.439)] [data_t 0.015] [optim_t 0.369] [lr 0.002941] [CE 4.283 (4.394)] [KD 3.850 (3.901)] +2024-10-15 13:20:17,372 - Train: 8.99% [112450/1251000] [89.9/1000.0] [batch_t 0.399 (0.439)] [data_t 0.015] [optim_t 0.383] [lr 0.002941] [CE 4.175 (4.359)] [KD 3.955 (3.896)] +2024-10-15 13:20:38,868 - Train: 8.99% [112500/1251000] [89.9/1000.0] [batch_t 0.398 (0.430)] [data_t 0.016] [optim_t 0.382] [lr 0.002941] [CE 4.483 (4.429)] [KD 4.056 (3.974)] +2024-10-15 13:21:00,073 - Train: 9.00% [112550/1251000] [90.0/1000.0] [batch_t 0.400 (0.424)] [data_t 0.016] [optim_t 0.385] [lr 0.002941] [CE 4.690 (4.391)] [KD 3.807 (3.973)] +2024-10-15 13:21:37,730 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 36913] [top5_cnt 45985] [top_all 50000] +2024-10-15 13:21:37,730 - net: 73.826 (91.970) +2024-10-15 13:21:58,802 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 39246] [top5_cnt 47136] [top_all 50000] +2024-10-15 13:21:58,803 - net_E: 78.492 (94.272) +2024-10-15 13:21:58,946 - Max [top1: 73.826 (epoch: 90)] [top1-ema: 78.492 (epoch: 90)] +2024-10-15 13:21:58,947 - ==> Total time: 13:40:07 Eta: 5 days, 18:12:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 13:22:13,473 - Train: 9.00% [112600/1251000] [90.0/1000.0] [batch_t 0.359 (0.592)] [data_t 0.015] [optim_t 0.343] [lr 0.002941] [CE 4.705 (4.413)] [KD 4.138 (3.867)] +2024-10-15 13:22:32,695 - Train: 9.00% [112650/1251000] [90.0/1000.0] [batch_t 0.364 (0.384)] [data_t 0.016] [optim_t 0.349] [lr 0.002941] [CE 4.382 (4.363)] [KD 3.861 (3.883)] +2024-10-15 13:22:54,627 - Train: 9.01% [112700/1251000] [90.1/1000.0] [batch_t 0.534 (0.439)] [data_t 0.015] [optim_t 0.519] [lr 0.002941] [CE 4.420 (4.372)] [KD 3.900 (3.905)] +2024-10-15 13:23:16,734 - Train: 9.01% [112750/1251000] [90.1/1000.0] [batch_t 0.449 (0.442)] [data_t 0.016] [optim_t 0.434] [lr 0.002941] [CE 4.719 (4.339)] [KD 4.245 (3.883)] +2024-10-15 13:23:38,121 - Train: 9.02% [112800/1251000] [90.2/1000.0] [batch_t 0.375 (0.428)] [data_t 0.015] [optim_t 0.359] [lr 0.002941] [CE 4.111 (4.362)] [KD 3.792 (3.889)] +2024-10-15 13:23:59,601 - Train: 9.02% [112850/1251000] [90.2/1000.0] [batch_t 0.413 (0.429)] [data_t 0.015] [optim_t 0.398] [lr 0.002941] [CE 4.433 (4.350)] [KD 3.944 (3.944)] +2024-10-15 13:24:21,319 - Train: 9.02% [112900/1251000] [90.2/1000.0] [batch_t 0.418 (0.434)] [data_t 0.016] [optim_t 0.402] [lr 0.002941] [CE 4.088 (4.326)] [KD 3.912 (3.893)] +2024-10-15 13:24:42,377 - Train: 9.03% [112950/1251000] [90.3/1000.0] [batch_t 0.464 (0.421)] [data_t 0.015] [optim_t 0.449] [lr 0.002941] [CE 4.707 (4.345)] [KD 4.112 (3.897)] +2024-10-15 13:25:03,605 - Train: 9.03% [113000/1251000] [90.3/1000.0] [batch_t 0.368 (0.424)] [data_t 0.016] [optim_t 0.353] [lr 0.002941] [CE 3.915 (4.331)] [KD 3.759 (3.914)] +2024-10-15 13:25:24,843 - Train: 9.04% [113050/1251000] [90.4/1000.0] [batch_t 0.379 (0.425)] [data_t 0.016] [optim_t 0.364] [lr 0.002941] [CE 3.893 (4.314)] [KD 3.584 (3.871)] +2024-10-15 13:25:45,910 - Train: 9.04% [113100/1251000] [90.4/1000.0] [batch_t 0.394 (0.421)] [data_t 0.016] [optim_t 0.378] [lr 0.002941] [CE 4.481 (4.410)] [KD 3.965 (4.022)] +2024-10-15 13:26:06,911 - Train: 9.04% [113150/1251000] [90.4/1000.0] [batch_t 0.394 (0.420)] [data_t 0.016] [optim_t 0.379] [lr 0.002940] [CE 4.217 (4.407)] [KD 3.712 (3.970)] +2024-10-15 13:26:27,909 - Train: 9.05% [113200/1251000] [90.5/1000.0] [batch_t 0.362 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002940] [CE 4.569 (4.348)] [KD 4.051 (3.879)] +2024-10-15 13:26:48,701 - Train: 9.05% [113250/1251000] [90.5/1000.0] [batch_t 0.387 (0.416)] [data_t 0.015] [optim_t 0.372] [lr 0.002940] [CE 4.520 (4.397)] [KD 4.046 (3.925)] +2024-10-15 13:27:09,740 - Train: 9.06% [113300/1251000] [90.6/1000.0] [batch_t 0.410 (0.421)] [data_t 0.015] [optim_t 0.394] [lr 0.002940] [CE 4.679 (4.360)] [KD 4.024 (3.863)] +2024-10-15 13:27:30,555 - Train: 9.06% [113350/1251000] [90.6/1000.0] [batch_t 0.410 (0.416)] [data_t 0.015] [optim_t 0.395] [lr 0.002940] [CE 3.595 (4.338)] [KD 3.673 (3.957)] +2024-10-15 13:27:51,614 - Train: 9.06% [113400/1251000] [90.6/1000.0] [batch_t 0.359 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.002940] [CE 4.460 (4.398)] [KD 3.859 (3.926)] +2024-10-15 13:28:12,702 - Train: 9.07% [113450/1251000] [90.7/1000.0] [batch_t 0.426 (0.422)] [data_t 0.015] [optim_t 0.410] [lr 0.002940] [CE 4.295 (4.335)] [KD 4.041 (3.933)] +2024-10-15 13:28:33,763 - Train: 9.07% [113500/1251000] [90.7/1000.0] [batch_t 0.445 (0.421)] [data_t 0.015] [optim_t 0.429] [lr 0.002940] [CE 4.090 (4.345)] [KD 3.881 (3.869)] +2024-10-15 13:28:55,338 - Train: 9.08% [113550/1251000] [90.8/1000.0] [batch_t 0.455 (0.431)] [data_t 0.016] [optim_t 0.440] [lr 0.002940] [CE 4.184 (4.353)] [KD 3.695 (3.889)] +2024-10-15 13:29:16,560 - Train: 9.08% [113600/1251000] [90.8/1000.0] [batch_t 0.496 (0.424)] [data_t 0.015] [optim_t 0.481] [lr 0.002940] [CE 4.680 (4.399)] [KD 3.820 (3.875)] +2024-10-15 13:29:37,398 - Train: 9.08% [113650/1251000] [90.8/1000.0] [batch_t 0.463 (0.417)] [data_t 0.016] [optim_t 0.447] [lr 0.002940] [CE 4.849 (4.386)] [KD 4.033 (3.925)] +2024-10-15 13:29:58,317 - Train: 9.09% [113700/1251000] [90.9/1000.0] [batch_t 0.423 (0.418)] [data_t 0.015] [optim_t 0.408] [lr 0.002940] [CE 4.584 (4.450)] [KD 3.991 (3.938)] +2024-10-15 13:30:19,494 - Train: 9.09% [113750/1251000] [90.9/1000.0] [batch_t 0.459 (0.423)] [data_t 0.016] [optim_t 0.443] [lr 0.002940] [CE 3.934 (4.413)] [KD 3.767 (3.930)] +2024-10-15 13:30:40,539 - Train: 9.10% [113800/1251000] [91.0/1000.0] [batch_t 0.365 (0.421)] [data_t 0.016] [optim_t 0.350] [lr 0.002940] [CE 4.071 (4.459)] [KD 3.874 (3.991)] +2024-10-15 13:30:57,093 - ==> Total time: 13:49:05 Eta: 5 days, 18:01:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 13:31:06,960 - Train: 9.10% [113850/1251000] [91.0/1000.0] [batch_t 0.361 (0.928)] [data_t 0.015] [optim_t 0.346] [lr 0.002940] [CE 4.047 (4.311)] [KD 3.924 (3.876)] +2024-10-15 13:31:26,472 - Train: 9.10% [113900/1251000] [91.0/1000.0] [batch_t 0.453 (0.390)] [data_t 0.015] [optim_t 0.437] [lr 0.002940] [CE 4.354 (4.407)] [KD 3.779 (3.906)] +2024-10-15 13:31:47,309 - Train: 9.11% [113950/1251000] [91.1/1000.0] [batch_t 0.422 (0.417)] [data_t 0.015] [optim_t 0.407] [lr 0.002940] [CE 3.977 (4.286)] [KD 3.642 (3.809)] +2024-10-15 13:32:08,178 - Train: 9.11% [114000/1251000] [91.1/1000.0] [batch_t 0.409 (0.417)] [data_t 0.015] [optim_t 0.393] [lr 0.002940] [CE 4.378 (4.383)] [KD 3.751 (3.921)] +2024-10-15 13:32:29,436 - Train: 9.12% [114050/1251000] [91.2/1000.0] [batch_t 0.440 (0.425)] [data_t 0.015] [optim_t 0.424] [lr 0.002940] [CE 4.383 (4.425)] [KD 3.716 (3.929)] +2024-10-15 13:32:50,057 - Train: 9.12% [114100/1251000] [91.2/1000.0] [batch_t 0.399 (0.412)] [data_t 0.015] [optim_t 0.384] [lr 0.002939] [CE 4.775 (4.345)] [KD 4.066 (3.869)] +2024-10-15 13:33:10,924 - Train: 9.12% [114150/1251000] [91.2/1000.0] [batch_t 0.391 (0.417)] [data_t 0.016] [optim_t 0.375] [lr 0.002939] [CE 3.465 (4.303)] [KD 3.503 (3.801)] +2024-10-15 13:33:31,748 - Train: 9.13% [114200/1251000] [91.3/1000.0] [batch_t 0.360 (0.416)] [data_t 0.015] [optim_t 0.344] [lr 0.002939] [CE 4.540 (4.443)] [KD 3.809 (3.884)] +2024-10-15 13:33:52,416 - Train: 9.13% [114250/1251000] [91.3/1000.0] [batch_t 0.452 (0.413)] [data_t 0.015] [optim_t 0.437] [lr 0.002939] [CE 4.321 (4.443)] [KD 3.899 (3.987)] +2024-10-15 13:34:13,261 - Train: 9.14% [114300/1251000] [91.4/1000.0] [batch_t 0.437 (0.417)] [data_t 0.015] [optim_t 0.422] [lr 0.002939] [CE 4.576 (4.369)] [KD 3.742 (3.867)] +2024-10-15 13:34:34,949 - Train: 9.14% [114350/1251000] [91.4/1000.0] [batch_t 0.398 (0.434)] [data_t 0.015] [optim_t 0.383] [lr 0.002939] [CE 4.186 (4.327)] [KD 4.002 (3.911)] +2024-10-15 13:34:56,771 - Train: 9.14% [114400/1251000] [91.4/1000.0] [batch_t 0.418 (0.436)] [data_t 0.015] [optim_t 0.402] [lr 0.002939] [CE 4.426 (4.323)] [KD 3.853 (3.871)] +2024-10-15 13:35:18,190 - Train: 9.15% [114450/1251000] [91.5/1000.0] [batch_t 0.428 (0.428)] [data_t 0.015] [optim_t 0.413] [lr 0.002939] [CE 4.364 (4.327)] [KD 4.250 (3.942)] +2024-10-15 13:35:39,783 - Train: 9.15% [114500/1251000] [91.5/1000.0] [batch_t 0.462 (0.432)] [data_t 0.016] [optim_t 0.447] [lr 0.002939] [CE 4.342 (4.347)] [KD 4.020 (3.924)] +2024-10-15 13:36:01,744 - Train: 9.16% [114550/1251000] [91.6/1000.0] [batch_t 0.467 (0.439)] [data_t 0.015] [optim_t 0.452] [lr 0.002939] [CE 4.283 (4.366)] [KD 3.651 (3.906)] +2024-10-15 13:36:21,966 - Train: 9.16% [114600/1251000] [91.6/1000.0] [batch_t 0.393 (0.404)] [data_t 0.016] [optim_t 0.377] [lr 0.002939] [CE 4.857 (4.400)] [KD 4.074 (3.901)] +2024-10-15 13:36:42,721 - Train: 9.16% [114650/1251000] [91.6/1000.0] [batch_t 0.397 (0.415)] [data_t 0.016] [optim_t 0.381] [lr 0.002939] [CE 4.386 (4.306)] [KD 3.912 (3.869)] +2024-10-15 13:37:03,377 - Train: 9.17% [114700/1251000] [91.7/1000.0] [batch_t 0.388 (0.413)] [data_t 0.016] [optim_t 0.373] [lr 0.002939] [CE 4.578 (4.428)] [KD 4.053 (3.913)] +2024-10-15 13:37:24,103 - Train: 9.17% [114750/1251000] [91.7/1000.0] [batch_t 0.419 (0.414)] [data_t 0.016] [optim_t 0.403] [lr 0.002939] [CE 4.328 (4.400)] [KD 3.817 (3.894)] +2024-10-15 13:37:45,118 - Train: 9.18% [114800/1251000] [91.8/1000.0] [batch_t 0.389 (0.420)] [data_t 0.016] [optim_t 0.373] [lr 0.002939] [CE 4.605 (4.415)] [KD 4.083 (3.928)] +2024-10-15 13:38:06,166 - Train: 9.18% [114850/1251000] [91.8/1000.0] [batch_t 0.453 (0.421)] [data_t 0.015] [optim_t 0.438] [lr 0.002939] [CE 4.174 (4.444)] [KD 3.927 (3.940)] +2024-10-15 13:38:27,438 - Train: 9.18% [114900/1251000] [91.8/1000.0] [batch_t 0.396 (0.425)] [data_t 0.015] [optim_t 0.381] [lr 0.002939] [CE 4.528 (4.402)] [KD 3.884 (3.940)] +2024-10-15 13:38:48,265 - Train: 9.19% [114950/1251000] [91.9/1000.0] [batch_t 0.414 (0.416)] [data_t 0.016] [optim_t 0.399] [lr 0.002939] [CE 4.429 (4.277)] [KD 4.009 (3.857)] +2024-10-15 13:39:09,155 - Train: 9.19% [115000/1251000] [91.9/1000.0] [batch_t 0.381 (0.418)] [data_t 0.016] [optim_t 0.365] [lr 0.002939] [CE 4.551 (4.415)] [KD 4.281 (4.014)] +2024-10-15 13:39:30,026 - Train: 9.20% [115050/1251000] [92.0/1000.0] [batch_t 0.373 (0.417)] [data_t 0.015] [optim_t 0.358] [lr 0.002938] [CE 4.977 (4.413)] [KD 4.271 (3.997)] +2024-10-15 13:39:46,710 - ==> Total time: 13:57:55 Eta: 5 days, 17:49:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 13:39:56,504 - Train: 9.20% [115100/1251000] [92.0/1000.0] [batch_t 0.362 (1.036)] [data_t 0.015] [optim_t 0.347] [lr 0.002938] [CE 4.356 (4.404)] [KD 3.836 (3.800)] +2024-10-15 13:40:16,040 - Train: 9.20% [115150/1251000] [92.0/1000.0] [batch_t 0.361 (0.391)] [data_t 0.015] [optim_t 0.345] [lr 0.002938] [CE 4.291 (4.348)] [KD 4.066 (3.864)] +2024-10-15 13:40:36,959 - Train: 9.21% [115200/1251000] [92.1/1000.0] [batch_t 0.485 (0.418)] [data_t 0.015] [optim_t 0.470] [lr 0.002938] [CE 4.232 (4.329)] [KD 3.582 (3.901)] +2024-10-15 13:40:58,152 - Train: 9.21% [115250/1251000] [92.1/1000.0] [batch_t 0.400 (0.424)] [data_t 0.057] [optim_t 0.343] [lr 0.002938] [CE 4.724 (4.382)] [KD 3.823 (3.933)] +2024-10-15 13:41:18,987 - Train: 9.22% [115300/1251000] [92.2/1000.0] [batch_t 0.360 (0.417)] [data_t 0.015] [optim_t 0.345] [lr 0.002938] [CE 4.267 (4.338)] [KD 3.833 (3.829)] +2024-10-15 13:41:40,143 - Train: 9.22% [115350/1251000] [92.2/1000.0] [batch_t 0.451 (0.423)] [data_t 0.102] [optim_t 0.349] [lr 0.002938] [CE 4.614 (4.433)] [KD 3.999 (3.890)] +2024-10-15 13:42:01,369 - Train: 9.22% [115400/1251000] [92.2/1000.0] [batch_t 0.401 (0.424)] [data_t 0.057] [optim_t 0.345] [lr 0.002938] [CE 4.198 (4.433)] [KD 3.602 (3.847)] +2024-10-15 13:42:22,887 - Train: 9.23% [115450/1251000] [92.3/1000.0] [batch_t 0.420 (0.430)] [data_t 0.015] [optim_t 0.405] [lr 0.002938] [CE 4.146 (4.302)] [KD 3.735 (3.802)] +2024-10-15 13:42:44,026 - Train: 9.23% [115500/1251000] [92.3/1000.0] [batch_t 0.437 (0.423)] [data_t 0.015] [optim_t 0.421] [lr 0.002938] [CE 4.376 (4.342)] [KD 3.950 (3.891)] +2024-10-15 13:43:05,428 - Train: 9.24% [115550/1251000] [92.4/1000.0] [batch_t 0.467 (0.428)] [data_t 0.016] [optim_t 0.451] [lr 0.002938] [CE 4.288 (4.352)] [KD 4.020 (3.914)] +2024-10-15 13:43:26,224 - Train: 9.24% [115600/1251000] [92.4/1000.0] [batch_t 0.401 (0.416)] [data_t 0.056] [optim_t 0.345] [lr 0.002938] [CE 4.520 (4.331)] [KD 3.865 (3.877)] +2024-10-15 13:43:48,615 - Train: 9.24% [115650/1251000] [92.4/1000.0] [batch_t 0.359 (0.448)] [data_t 0.015] [optim_t 0.344] [lr 0.002938] [CE 4.624 (4.413)] [KD 4.161 (3.905)] +2024-10-15 13:44:10,074 - Train: 9.25% [115700/1251000] [92.5/1000.0] [batch_t 0.479 (0.429)] [data_t 0.015] [optim_t 0.464] [lr 0.002938] [CE 4.456 (4.389)] [KD 4.023 (3.936)] +2024-10-15 13:44:31,812 - Train: 9.25% [115750/1251000] [92.5/1000.0] [batch_t 0.402 (0.435)] [data_t 0.015] [optim_t 0.387] [lr 0.002938] [CE 4.561 (4.443)] [KD 3.911 (3.962)] +2024-10-15 13:44:53,046 - Train: 9.26% [115800/1251000] [92.6/1000.0] [batch_t 0.459 (0.425)] [data_t 0.015] [optim_t 0.444] [lr 0.002938] [CE 4.483 (4.411)] [KD 4.049 (3.911)] +2024-10-15 13:45:14,062 - Train: 9.26% [115850/1251000] [92.6/1000.0] [batch_t 0.454 (0.420)] [data_t 0.015] [optim_t 0.438] [lr 0.002938] [CE 5.013 (4.344)] [KD 4.210 (3.980)] +2024-10-15 13:45:35,064 - Train: 9.26% [115900/1251000] [92.6/1000.0] [batch_t 0.362 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002938] [CE 4.495 (4.396)] [KD 4.279 (3.944)] +2024-10-15 13:45:56,809 - Train: 9.27% [115950/1251000] [92.7/1000.0] [batch_t 0.481 (0.435)] [data_t 0.137] [optim_t 0.344] [lr 0.002937] [CE 4.425 (4.360)] [KD 3.797 (3.928)] +2024-10-15 13:46:18,034 - Train: 9.27% [116000/1251000] [92.7/1000.0] [batch_t 0.427 (0.424)] [data_t 0.081] [optim_t 0.346] [lr 0.002937] [CE 4.423 (4.300)] [KD 3.803 (3.876)] +2024-10-15 13:46:39,180 - Train: 9.28% [116050/1251000] [92.8/1000.0] [batch_t 0.414 (0.423)] [data_t 0.016] [optim_t 0.398] [lr 0.002937] [CE 4.642 (4.305)] [KD 4.023 (3.829)] +2024-10-15 13:47:00,382 - Train: 9.28% [116100/1251000] [92.8/1000.0] [batch_t 0.387 (0.424)] [data_t 0.015] [optim_t 0.372] [lr 0.002937] [CE 4.076 (4.357)] [KD 3.874 (3.842)] +2024-10-15 13:47:21,867 - Train: 9.28% [116150/1251000] [92.8/1000.0] [batch_t 0.481 (0.430)] [data_t 0.016] [optim_t 0.465] [lr 0.002937] [CE 4.443 (4.389)] [KD 3.978 (3.947)] +2024-10-15 13:47:43,033 - Train: 9.29% [116200/1251000] [92.9/1000.0] [batch_t 0.401 (0.423)] [data_t 0.015] [optim_t 0.385] [lr 0.002937] [CE 4.770 (4.357)] [KD 4.257 (3.934)] +2024-10-15 13:48:04,322 - Train: 9.29% [116250/1251000] [92.9/1000.0] [batch_t 0.438 (0.426)] [data_t 0.015] [optim_t 0.422] [lr 0.002937] [CE 4.636 (4.353)] [KD 3.919 (3.943)] +2024-10-15 13:48:25,679 - Train: 9.30% [116300/1251000] [93.0/1000.0] [batch_t 0.506 (0.427)] [data_t 0.015] [optim_t 0.491] [lr 0.002937] [CE 4.535 (4.367)] [KD 3.745 (3.958)] +2024-10-15 13:48:43,320 - ==> Total time: 14:06:51 Eta: 5 days, 17:39:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 13:48:52,502 - Train: 9.30% [116350/1251000] [93.0/1000.0] [batch_t 0.361 (1.092)] [data_t 0.015] [optim_t 0.345] [lr 0.002937] [CE 4.483 (4.304)] [KD 3.958 (3.787)] +2024-10-15 13:49:11,759 - Train: 9.30% [116400/1251000] [93.0/1000.0] [batch_t 0.417 (0.385)] [data_t 0.072] [optim_t 0.345] [lr 0.002937] [CE 4.664 (4.399)] [KD 4.009 (3.937)] +2024-10-15 13:49:33,644 - Train: 9.31% [116450/1251000] [93.1/1000.0] [batch_t 0.418 (0.438)] [data_t 0.068] [optim_t 0.350] [lr 0.002937] [CE 4.412 (4.350)] [KD 3.759 (3.842)] +2024-10-15 13:49:55,410 - Train: 9.31% [116500/1251000] [93.1/1000.0] [batch_t 0.440 (0.435)] [data_t 0.094] [optim_t 0.346] [lr 0.002937] [CE 4.537 (4.399)] [KD 3.722 (3.884)] +2024-10-15 13:50:16,728 - Train: 9.32% [116550/1251000] [93.2/1000.0] [batch_t 0.458 (0.426)] [data_t 0.114] [optim_t 0.344] [lr 0.002937] [CE 4.578 (4.379)] [KD 3.912 (3.922)] +2024-10-15 13:50:37,748 - Train: 9.32% [116600/1251000] [93.2/1000.0] [batch_t 0.402 (0.420)] [data_t 0.053] [optim_t 0.349] [lr 0.002937] [CE 4.739 (4.449)] [KD 3.738 (3.900)] +2024-10-15 13:50:58,786 - Train: 9.32% [116650/1251000] [93.2/1000.0] [batch_t 0.428 (0.421)] [data_t 0.080] [optim_t 0.349] [lr 0.002937] [CE 3.965 (4.304)] [KD 3.814 (3.897)] +2024-10-15 13:51:19,972 - Train: 9.33% [116700/1251000] [93.3/1000.0] [batch_t 0.382 (0.424)] [data_t 0.037] [optim_t 0.346] [lr 0.002937] [CE 4.089 (4.371)] [KD 3.980 (3.901)] +2024-10-15 13:51:41,148 - Train: 9.33% [116750/1251000] [93.3/1000.0] [batch_t 0.418 (0.423)] [data_t 0.072] [optim_t 0.346] [lr 0.002937] [CE 4.581 (4.411)] [KD 4.120 (3.906)] +2024-10-15 13:52:02,420 - Train: 9.34% [116800/1251000] [93.4/1000.0] [batch_t 0.443 (0.425)] [data_t 0.100] [optim_t 0.342] [lr 0.002937] [CE 4.384 (4.366)] [KD 3.630 (3.909)] +2024-10-15 13:52:23,593 - Train: 9.34% [116850/1251000] [93.4/1000.0] [batch_t 0.421 (0.423)] [data_t 0.077] [optim_t 0.344] [lr 0.002937] [CE 4.198 (4.343)] [KD 3.831 (3.871)] +2024-10-15 13:52:45,243 - Train: 9.34% [116900/1251000] [93.4/1000.0] [batch_t 0.495 (0.433)] [data_t 0.113] [optim_t 0.382] [lr 0.002936] [CE 3.868 (4.299)] [KD 3.491 (3.800)] +2024-10-15 13:53:06,544 - Train: 9.35% [116950/1251000] [93.5/1000.0] [batch_t 0.404 (0.426)] [data_t 0.061] [optim_t 0.344] [lr 0.002936] [CE 4.327 (4.362)] [KD 3.880 (3.821)] +2024-10-15 13:53:28,011 - Train: 9.35% [117000/1251000] [93.5/1000.0] [batch_t 0.414 (0.429)] [data_t 0.069] [optim_t 0.344] [lr 0.002936] [CE 4.727 (4.407)] [KD 3.970 (3.908)] +2024-10-15 13:53:49,453 - Train: 9.36% [117050/1251000] [93.6/1000.0] [batch_t 0.455 (0.429)] [data_t 0.111] [optim_t 0.344] [lr 0.002936] [CE 4.335 (4.305)] [KD 3.717 (3.813)] +2024-10-15 13:54:11,097 - Train: 9.36% [117100/1251000] [93.6/1000.0] [batch_t 0.460 (0.433)] [data_t 0.112] [optim_t 0.347] [lr 0.002936] [CE 4.519 (4.315)] [KD 4.000 (3.903)] +2024-10-15 13:54:32,452 - Train: 9.36% [117150/1251000] [93.6/1000.0] [batch_t 0.409 (0.427)] [data_t 0.067] [optim_t 0.343] [lr 0.002936] [CE 4.390 (4.413)] [KD 3.998 (3.992)] +2024-10-15 13:54:54,062 - Train: 9.37% [117200/1251000] [93.7/1000.0] [batch_t 0.435 (0.432)] [data_t 0.088] [optim_t 0.347] [lr 0.002936] [CE 3.812 (4.423)] [KD 3.632 (3.892)] +2024-10-15 13:55:15,479 - Train: 9.37% [117250/1251000] [93.7/1000.0] [batch_t 0.384 (0.428)] [data_t 0.041] [optim_t 0.343] [lr 0.002936] [CE 4.893 (4.405)] [KD 4.330 (3.961)] +2024-10-15 13:55:37,263 - Train: 9.38% [117300/1251000] [93.8/1000.0] [batch_t 0.430 (0.436)] [data_t 0.088] [optim_t 0.342] [lr 0.002936] [CE 3.961 (4.341)] [KD 3.493 (3.946)] +2024-10-15 13:55:58,665 - Train: 9.38% [117350/1251000] [93.8/1000.0] [batch_t 0.404 (0.428)] [data_t 0.045] [optim_t 0.359] [lr 0.002936] [CE 4.078 (4.339)] [KD 3.763 (3.875)] +2024-10-15 13:56:20,079 - Train: 9.38% [117400/1251000] [93.8/1000.0] [batch_t 0.467 (0.428)] [data_t 0.124] [optim_t 0.343] [lr 0.002936] [CE 3.762 (4.304)] [KD 3.647 (3.845)] +2024-10-15 13:56:41,599 - Train: 9.39% [117450/1251000] [93.9/1000.0] [batch_t 0.417 (0.430)] [data_t 0.074] [optim_t 0.343] [lr 0.002936] [CE 4.372 (4.382)] [KD 3.803 (3.878)] +2024-10-15 13:57:02,908 - Train: 9.39% [117500/1251000] [93.9/1000.0] [batch_t 0.398 (0.426)] [data_t 0.054] [optim_t 0.344] [lr 0.002936] [CE 4.819 (4.426)] [KD 4.131 (3.955)] +2024-10-15 13:57:23,919 - Train: 9.40% [117550/1251000] [94.0/1000.0] [batch_t 0.366 (0.420)] [data_t 0.017] [optim_t 0.349] [lr 0.002936] [CE 4.498 (4.423)] [KD 4.053 (3.957)] +2024-10-15 13:57:41,850 - ==> Total time: 14:15:50 Eta: 5 days, 17:28:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 13:57:50,732 - Train: 9.40% [117600/1251000] [94.0/1000.0] [batch_t 0.362 (1.210)] [data_t 0.015] [optim_t 0.346] [lr 0.002936] [CE 4.590 (4.444)] [KD 4.027 (3.886)] +2024-10-15 13:58:11,191 - Train: 9.40% [117650/1251000] [94.0/1000.0] [batch_t 0.367 (0.409)] [data_t 0.024] [optim_t 0.344] [lr 0.002936] [CE 4.534 (4.368)] [KD 4.121 (3.837)] +2024-10-15 13:58:32,740 - Train: 9.41% [117700/1251000] [94.1/1000.0] [batch_t 0.432 (0.431)] [data_t 0.087] [optim_t 0.344] [lr 0.002936] [CE 4.801 (4.355)] [KD 3.927 (3.884)] +2024-10-15 13:58:54,273 - Train: 9.41% [117750/1251000] [94.1/1000.0] [batch_t 0.517 (0.431)] [data_t 0.174] [optim_t 0.343] [lr 0.002936] [CE 4.359 (4.374)] [KD 3.751 (3.850)] +2024-10-15 13:59:15,823 - Train: 9.42% [117800/1251000] [94.2/1000.0] [batch_t 0.358 (0.431)] [data_t 0.016] [optim_t 0.343] [lr 0.002935] [CE 4.494 (4.381)] [KD 4.003 (3.829)] +2024-10-15 13:59:37,644 - Train: 9.42% [117850/1251000] [94.2/1000.0] [batch_t 0.362 (0.436)] [data_t 0.016] [optim_t 0.347] [lr 0.002935] [CE 4.874 (4.426)] [KD 4.168 (3.910)] +2024-10-15 13:59:59,151 - Train: 9.42% [117900/1251000] [94.2/1000.0] [batch_t 0.468 (0.430)] [data_t 0.124] [optim_t 0.344] [lr 0.002935] [CE 4.185 (4.325)] [KD 3.632 (3.841)] +2024-10-15 14:00:20,455 - Train: 9.43% [117950/1251000] [94.3/1000.0] [batch_t 0.407 (0.426)] [data_t 0.022] [optim_t 0.385] [lr 0.002935] [CE 4.421 (4.368)] [KD 3.735 (3.826)] +2024-10-15 14:00:41,942 - Train: 9.43% [118000/1251000] [94.3/1000.0] [batch_t 0.386 (0.430)] [data_t 0.016] [optim_t 0.371] [lr 0.002935] [CE 4.745 (4.322)] [KD 3.995 (3.834)] +2024-10-15 14:01:03,885 - Train: 9.44% [118050/1251000] [94.4/1000.0] [batch_t 0.427 (0.439)] [data_t 0.084] [optim_t 0.344] [lr 0.002935] [CE 4.303 (4.388)] [KD 3.806 (3.887)] +2024-10-15 14:01:25,091 - Train: 9.44% [118100/1251000] [94.4/1000.0] [batch_t 0.503 (0.424)] [data_t 0.154] [optim_t 0.350] [lr 0.002935] [CE 4.208 (4.420)] [KD 3.886 (3.872)] +2024-10-15 14:01:46,245 - Train: 9.44% [118150/1251000] [94.4/1000.0] [batch_t 0.416 (0.423)] [data_t 0.072] [optim_t 0.344] [lr 0.002935] [CE 4.213 (4.373)] [KD 3.744 (3.886)] +2024-10-15 14:02:07,912 - Train: 9.45% [118200/1251000] [94.5/1000.0] [batch_t 0.389 (0.433)] [data_t 0.046] [optim_t 0.343] [lr 0.002935] [CE 4.396 (4.361)] [KD 4.238 (3.923)] +2024-10-15 14:02:29,240 - Train: 9.45% [118250/1251000] [94.5/1000.0] [batch_t 0.450 (0.426)] [data_t 0.106] [optim_t 0.344] [lr 0.002935] [CE 3.674 (4.365)] [KD 3.623 (3.832)] +2024-10-15 14:02:50,928 - Train: 9.46% [118300/1251000] [94.6/1000.0] [batch_t 0.393 (0.434)] [data_t 0.048] [optim_t 0.345] [lr 0.002935] [CE 4.459 (4.343)] [KD 4.000 (3.910)] +2024-10-15 14:03:12,133 - Train: 9.46% [118350/1251000] [94.6/1000.0] [batch_t 0.417 (0.424)] [data_t 0.071] [optim_t 0.346] [lr 0.002935] [CE 4.087 (4.355)] [KD 3.759 (3.950)] +2024-10-15 14:03:33,456 - Train: 9.46% [118400/1251000] [94.6/1000.0] [batch_t 0.422 (0.426)] [data_t 0.076] [optim_t 0.346] [lr 0.002935] [CE 3.930 (4.385)] [KD 3.792 (3.964)] +2024-10-15 14:03:54,873 - Train: 9.47% [118450/1251000] [94.7/1000.0] [batch_t 0.408 (0.428)] [data_t 0.065] [optim_t 0.343] [lr 0.002935] [CE 4.161 (4.403)] [KD 3.898 (3.942)] +2024-10-15 14:04:16,522 - Train: 9.47% [118500/1251000] [94.7/1000.0] [batch_t 0.382 (0.433)] [data_t 0.036] [optim_t 0.346] [lr 0.002935] [CE 3.335 (4.316)] [KD 3.683 (3.863)] +2024-10-15 14:04:38,258 - Train: 9.48% [118550/1251000] [94.8/1000.0] [batch_t 0.667 (0.435)] [data_t 0.119] [optim_t 0.548] [lr 0.002935] [CE 4.678 (4.378)] [KD 4.036 (3.945)] +2024-10-15 14:04:59,882 - Train: 9.48% [118600/1251000] [94.8/1000.0] [batch_t 0.480 (0.432)] [data_t 0.134] [optim_t 0.346] [lr 0.002935] [CE 4.460 (4.356)] [KD 4.074 (3.885)] +2024-10-15 14:05:21,869 - Train: 9.48% [118650/1251000] [94.8/1000.0] [batch_t 0.401 (0.440)] [data_t 0.059] [optim_t 0.342] [lr 0.002935] [CE 3.698 (4.366)] [KD 3.791 (3.852)] +2024-10-15 14:05:43,871 - Train: 9.49% [118700/1251000] [94.9/1000.0] [batch_t 0.456 (0.440)] [data_t 0.112] [optim_t 0.345] [lr 0.002935] [CE 4.514 (4.418)] [KD 3.773 (3.897)] +2024-10-15 14:06:05,068 - Train: 9.49% [118750/1251000] [94.9/1000.0] [batch_t 0.387 (0.424)] [data_t 0.039] [optim_t 0.347] [lr 0.002934] [CE 4.368 (4.422)] [KD 3.914 (3.906)] +2024-10-15 14:06:26,831 - Train: 9.50% [118800/1251000] [95.0/1000.0] [batch_t 0.463 (0.435)] [data_t 0.116] [optim_t 0.347] [lr 0.002934] [CE 4.266 (4.367)] [KD 3.881 (3.873)] +2024-10-15 14:07:07,318 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 36907] [top5_cnt 45974] [top_all 50000] +2024-10-15 14:07:07,319 - net: 73.814 (91.948) +2024-10-15 14:07:29,221 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 39230] [top5_cnt 47156] [top_all 50000] +2024-10-15 14:07:29,222 - net_E: 78.460 (94.312) +2024-10-15 14:07:29,369 - Max [top1: 73.826 (epoch: 90)] [top1-ema: 78.492 (epoch: 90)] +2024-10-15 14:07:29,370 - ==> Total time: 14:25:37 Eta: 5 days, 17:26:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 14:07:37,780 - Train: 9.50% [118850/1251000] [95.0/1000.0] [batch_t 0.361 (1.407)] [data_t 0.015] [optim_t 0.345] [lr 0.002934] [CE 4.559 (4.306)] [KD 3.963 (3.808)] +2024-10-15 14:07:57,267 - Train: 9.50% [118900/1251000] [95.0/1000.0] [batch_t 0.437 (0.390)] [data_t 0.015] [optim_t 0.421] [lr 0.002934] [CE 4.050 (4.358)] [KD 3.608 (3.841)] +2024-10-15 14:08:18,655 - Train: 9.51% [118950/1251000] [95.1/1000.0] [batch_t 0.364 (0.428)] [data_t 0.015] [optim_t 0.348] [lr 0.002934] [CE 4.363 (4.403)] [KD 3.709 (3.891)] +2024-10-15 14:08:39,528 - Train: 9.51% [119000/1251000] [95.1/1000.0] [batch_t 0.420 (0.417)] [data_t 0.016] [optim_t 0.405] [lr 0.002934] [CE 4.516 (4.363)] [KD 3.733 (3.877)] +2024-10-15 14:09:00,651 - Train: 9.52% [119050/1251000] [95.2/1000.0] [batch_t 0.436 (0.422)] [data_t 0.015] [optim_t 0.420] [lr 0.002934] [CE 4.530 (4.296)] [KD 3.893 (3.888)] +2024-10-15 14:09:21,589 - Train: 9.52% [119100/1251000] [95.2/1000.0] [batch_t 0.415 (0.419)] [data_t 0.015] [optim_t 0.400] [lr 0.002934] [CE 4.668 (4.400)] [KD 4.043 (3.914)] +2024-10-15 14:09:42,275 - Train: 9.52% [119150/1251000] [95.2/1000.0] [batch_t 0.470 (0.414)] [data_t 0.015] [optim_t 0.455] [lr 0.002934] [CE 4.063 (4.374)] [KD 3.659 (3.844)] +2024-10-15 14:10:02,913 - Train: 9.53% [119200/1251000] [95.3/1000.0] [batch_t 0.382 (0.413)] [data_t 0.015] [optim_t 0.366] [lr 0.002934] [CE 4.008 (4.388)] [KD 3.773 (3.859)] +2024-10-15 14:10:23,456 - Train: 9.53% [119250/1251000] [95.3/1000.0] [batch_t 0.443 (0.411)] [data_t 0.015] [optim_t 0.427] [lr 0.002934] [CE 4.003 (4.339)] [KD 3.709 (3.895)] +2024-10-15 14:10:44,658 - Train: 9.54% [119300/1251000] [95.4/1000.0] [batch_t 0.466 (0.424)] [data_t 0.015] [optim_t 0.451] [lr 0.002934] [CE 4.642 (4.330)] [KD 4.069 (3.880)] +2024-10-15 14:11:05,538 - Train: 9.54% [119350/1251000] [95.4/1000.0] [batch_t 0.419 (0.418)] [data_t 0.016] [optim_t 0.403] [lr 0.002934] [CE 4.221 (4.404)] [KD 3.943 (3.962)] +2024-10-15 14:11:27,084 - Train: 9.54% [119400/1251000] [95.4/1000.0] [batch_t 0.441 (0.431)] [data_t 0.016] [optim_t 0.425] [lr 0.002934] [CE 4.860 (4.368)] [KD 4.071 (3.897)] +2024-10-15 14:11:47,888 - Train: 9.55% [119450/1251000] [95.5/1000.0] [batch_t 0.397 (0.416)] [data_t 0.015] [optim_t 0.381] [lr 0.002934] [CE 4.157 (4.336)] [KD 3.847 (3.902)] +2024-10-15 14:12:08,536 - Train: 9.55% [119500/1251000] [95.5/1000.0] [batch_t 0.400 (0.413)] [data_t 0.015] [optim_t 0.385] [lr 0.002934] [CE 4.293 (4.396)] [KD 3.783 (3.860)] +2024-10-15 14:12:29,105 - Train: 9.56% [119550/1251000] [95.6/1000.0] [batch_t 0.474 (0.411)] [data_t 0.015] [optim_t 0.458] [lr 0.002934] [CE 4.033 (4.379)] [KD 3.860 (3.883)] +2024-10-15 14:12:50,025 - Train: 9.56% [119600/1251000] [95.6/1000.0] [batch_t 0.510 (0.418)] [data_t 0.016] [optim_t 0.495] [lr 0.002934] [CE 4.478 (4.349)] [KD 3.970 (3.937)] +2024-10-15 14:13:11,420 - Train: 9.56% [119650/1251000] [95.6/1000.0] [batch_t 0.438 (0.428)] [data_t 0.015] [optim_t 0.423] [lr 0.002933] [CE 4.517 (4.325)] [KD 3.952 (3.846)] +2024-10-15 14:13:32,890 - Train: 9.57% [119700/1251000] [95.7/1000.0] [batch_t 0.441 (0.429)] [data_t 0.015] [optim_t 0.426] [lr 0.002933] [CE 4.547 (4.326)] [KD 3.823 (3.825)] +2024-10-15 14:13:53,742 - Train: 9.57% [119750/1251000] [95.7/1000.0] [batch_t 0.370 (0.417)] [data_t 0.015] [optim_t 0.354] [lr 0.002933] [CE 4.306 (4.421)] [KD 3.721 (3.921)] +2024-10-15 14:14:14,658 - Train: 9.58% [119800/1251000] [95.8/1000.0] [batch_t 0.493 (0.418)] [data_t 0.015] [optim_t 0.477] [lr 0.002933] [CE 4.318 (4.420)] [KD 3.982 (3.924)] +2024-10-15 14:14:35,742 - Train: 9.58% [119850/1251000] [95.8/1000.0] [batch_t 0.385 (0.422)] [data_t 0.015] [optim_t 0.369] [lr 0.002933] [CE 3.945 (4.386)] [KD 3.638 (3.929)] +2024-10-15 14:14:56,968 - Train: 9.58% [119900/1251000] [95.8/1000.0] [batch_t 0.426 (0.424)] [data_t 0.015] [optim_t 0.410] [lr 0.002933] [CE 4.521 (4.379)] [KD 4.023 (3.956)] +2024-10-15 14:15:18,114 - Train: 9.59% [119950/1251000] [95.9/1000.0] [batch_t 0.499 (0.423)] [data_t 0.015] [optim_t 0.484] [lr 0.002933] [CE 4.684 (4.426)] [KD 4.162 (3.962)] +2024-10-15 14:15:39,065 - Train: 9.59% [120000/1251000] [95.9/1000.0] [batch_t 0.397 (0.419)] [data_t 0.015] [optim_t 0.382] [lr 0.002933] [CE 4.121 (4.378)] [KD 3.813 (3.879)] +2024-10-15 14:16:00,031 - Train: 9.60% [120050/1251000] [96.0/1000.0] [batch_t 0.425 (0.419)] [data_t 0.015] [optim_t 0.410] [lr 0.002933] [CE 4.334 (4.391)] [KD 3.814 (3.873)] +2024-10-15 14:16:18,380 - ==> Total time: 14:34:26 Eta: 5 days, 17:14:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 14:16:26,587 - Train: 9.60% [120100/1251000] [96.0/1000.0] [batch_t 0.359 (1.706)] [data_t 0.015] [optim_t 0.343] [lr 0.002933] [CE 4.022 (4.359)] [KD 3.697 (4.052)] +2024-10-15 14:16:47,148 - Train: 9.60% [120150/1251000] [96.0/1000.0] [batch_t 0.360 (0.411)] [data_t 0.015] [optim_t 0.344] [lr 0.002933] [CE 5.040 (4.392)] [KD 4.220 (3.920)] +2024-10-15 14:17:09,126 - Train: 9.61% [120200/1251000] [96.1/1000.0] [batch_t 0.404 (0.439)] [data_t 0.015] [optim_t 0.388] [lr 0.002933] [CE 4.288 (4.349)] [KD 3.967 (3.880)] +2024-10-15 14:17:30,667 - Train: 9.61% [120250/1251000] [96.1/1000.0] [batch_t 0.393 (0.431)] [data_t 0.015] [optim_t 0.377] [lr 0.002933] [CE 4.505 (4.421)] [KD 3.794 (3.879)] +2024-10-15 14:17:52,234 - Train: 9.62% [120300/1251000] [96.2/1000.0] [batch_t 0.396 (0.431)] [data_t 0.016] [optim_t 0.380] [lr 0.002933] [CE 4.470 (4.360)] [KD 3.723 (3.823)] +2024-10-15 14:18:14,047 - Train: 9.62% [120350/1251000] [96.2/1000.0] [batch_t 0.584 (0.436)] [data_t 0.015] [optim_t 0.568] [lr 0.002933] [CE 4.654 (4.406)] [KD 4.163 (3.880)] +2024-10-15 14:18:35,999 - Train: 9.62% [120400/1251000] [96.2/1000.0] [batch_t 0.480 (0.439)] [data_t 0.015] [optim_t 0.464] [lr 0.002933] [CE 4.308 (4.372)] [KD 3.867 (3.874)] +2024-10-15 14:18:57,456 - Train: 9.63% [120450/1251000] [96.3/1000.0] [batch_t 0.362 (0.429)] [data_t 0.015] [optim_t 0.347] [lr 0.002933] [CE 4.468 (4.326)] [KD 3.954 (3.877)] +2024-10-15 14:19:19,248 - Train: 9.63% [120500/1251000] [96.3/1000.0] [batch_t 0.396 (0.436)] [data_t 0.015] [optim_t 0.380] [lr 0.002933] [CE 3.981 (4.364)] [KD 3.764 (3.867)] +2024-10-15 14:19:40,976 - Train: 9.64% [120550/1251000] [96.4/1000.0] [batch_t 0.381 (0.434)] [data_t 0.015] [optim_t 0.366] [lr 0.002932] [CE 4.148 (4.410)] [KD 3.811 (3.882)] +2024-10-15 14:20:02,313 - Train: 9.64% [120600/1251000] [96.4/1000.0] [batch_t 0.376 (0.427)] [data_t 0.015] [optim_t 0.361] [lr 0.002932] [CE 4.660 (4.358)] [KD 4.091 (3.890)] +2024-10-15 14:20:23,858 - Train: 9.64% [120650/1251000] [96.4/1000.0] [batch_t 0.478 (0.431)] [data_t 0.015] [optim_t 0.463] [lr 0.002932] [CE 4.606 (4.409)] [KD 4.136 (3.942)] +2024-10-15 14:20:44,807 - Train: 9.65% [120700/1251000] [96.5/1000.0] [batch_t 0.396 (0.419)] [data_t 0.016] [optim_t 0.381] [lr 0.002932] [CE 4.466 (4.389)] [KD 3.987 (3.906)] +2024-10-15 14:21:06,823 - Train: 9.65% [120750/1251000] [96.5/1000.0] [batch_t 0.401 (0.440)] [data_t 0.015] [optim_t 0.385] [lr 0.002932] [CE 3.950 (4.399)] [KD 3.405 (3.885)] +2024-10-15 14:21:28,493 - Train: 9.66% [120800/1251000] [96.6/1000.0] [batch_t 0.383 (0.433)] [data_t 0.015] [optim_t 0.367] [lr 0.002932] [CE 4.468 (4.360)] [KD 3.890 (3.847)] +2024-10-15 14:21:49,927 - Train: 9.66% [120850/1251000] [96.6/1000.0] [batch_t 0.388 (0.429)] [data_t 0.016] [optim_t 0.373] [lr 0.002932] [CE 4.480 (4.361)] [KD 4.142 (3.906)] +2024-10-15 14:22:12,158 - Train: 9.66% [120900/1251000] [96.6/1000.0] [batch_t 0.418 (0.445)] [data_t 0.015] [optim_t 0.402] [lr 0.002932] [CE 4.345 (4.301)] [KD 3.669 (3.879)] +2024-10-15 14:22:33,333 - Train: 9.67% [120950/1251000] [96.7/1000.0] [batch_t 0.464 (0.423)] [data_t 0.015] [optim_t 0.448] [lr 0.002932] [CE 4.159 (4.353)] [KD 3.787 (3.907)] +2024-10-15 14:22:55,266 - Train: 9.67% [121000/1251000] [96.7/1000.0] [batch_t 0.399 (0.439)] [data_t 0.015] [optim_t 0.384] [lr 0.002932] [CE 4.177 (4.391)] [KD 3.813 (3.877)] +2024-10-15 14:23:16,737 - Train: 9.68% [121050/1251000] [96.8/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.002932] [CE 4.827 (4.321)] [KD 3.845 (3.800)] +2024-10-15 14:23:38,154 - Train: 9.68% [121100/1251000] [96.8/1000.0] [batch_t 0.424 (0.428)] [data_t 0.015] [optim_t 0.409] [lr 0.002932] [CE 4.093 (4.374)] [KD 3.844 (3.899)] +2024-10-15 14:23:59,919 - Train: 9.68% [121150/1251000] [96.8/1000.0] [batch_t 0.414 (0.435)] [data_t 0.016] [optim_t 0.399] [lr 0.002932] [CE 4.212 (4.315)] [KD 4.150 (3.894)] +2024-10-15 14:24:21,585 - Train: 9.69% [121200/1251000] [96.9/1000.0] [batch_t 0.396 (0.433)] [data_t 0.015] [optim_t 0.381] [lr 0.002932] [CE 4.431 (4.438)] [KD 3.687 (3.906)] +2024-10-15 14:24:42,017 - Train: 9.69% [121250/1251000] [96.9/1000.0] [batch_t 0.407 (0.409)] [data_t 0.016] [optim_t 0.391] [lr 0.002932] [CE 4.408 (4.366)] [KD 3.819 (3.864)] +2024-10-15 14:25:03,700 - Train: 9.70% [121300/1251000] [97.0/1000.0] [batch_t 0.515 (0.434)] [data_t 0.015] [optim_t 0.499] [lr 0.002932] [CE 4.775 (4.341)] [KD 4.012 (3.919)] +2024-10-15 14:25:23,133 - ==> Total time: 14:43:31 Eta: 5 days, 17:05:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 14:25:30,292 - Train: 9.70% [121350/1251000] [97.0/1000.0] [batch_t 0.709 (1.948)] [data_t 0.015] [optim_t 0.693] [lr 0.002932] [CE 4.566 (4.457)] [KD 3.962 (3.850)] +2024-10-15 14:25:49,674 - Train: 9.70% [121400/1251000] [97.0/1000.0] [batch_t 0.387 (0.388)] [data_t 0.015] [optim_t 0.372] [lr 0.002932] [CE 4.024 (4.305)] [KD 3.706 (3.860)] +2024-10-15 14:26:11,116 - Train: 9.71% [121450/1251000] [97.1/1000.0] [batch_t 0.426 (0.429)] [data_t 0.016] [optim_t 0.411] [lr 0.002931] [CE 4.078 (4.402)] [KD 3.860 (3.866)] +2024-10-15 14:26:32,452 - Train: 9.71% [121500/1251000] [97.1/1000.0] [batch_t 0.444 (0.427)] [data_t 0.015] [optim_t 0.429] [lr 0.002931] [CE 4.634 (4.349)] [KD 4.043 (3.906)] +2024-10-15 14:26:54,214 - Train: 9.72% [121550/1251000] [97.2/1000.0] [batch_t 0.490 (0.435)] [data_t 0.016] [optim_t 0.474] [lr 0.002931] [CE 4.670 (4.304)] [KD 3.945 (3.786)] +2024-10-15 14:27:15,537 - Train: 9.72% [121600/1251000] [97.2/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.002931] [CE 4.294 (4.330)] [KD 3.630 (3.820)] +2024-10-15 14:27:37,275 - Train: 9.72% [121650/1251000] [97.2/1000.0] [batch_t 0.420 (0.435)] [data_t 0.015] [optim_t 0.405] [lr 0.002931] [CE 4.767 (4.371)] [KD 4.053 (3.881)] +2024-10-15 14:27:58,593 - Train: 9.73% [121700/1251000] [97.3/1000.0] [batch_t 0.386 (0.426)] [data_t 0.015] [optim_t 0.371] [lr 0.002931] [CE 4.208 (4.366)] [KD 4.090 (3.889)] +2024-10-15 14:28:20,440 - Train: 9.73% [121750/1251000] [97.3/1000.0] [batch_t 0.361 (0.437)] [data_t 0.015] [optim_t 0.346] [lr 0.002931] [CE 4.679 (4.413)] [KD 4.048 (3.868)] +2024-10-15 14:28:42,030 - Train: 9.74% [121800/1251000] [97.4/1000.0] [batch_t 0.500 (0.432)] [data_t 0.016] [optim_t 0.484] [lr 0.002931] [CE 4.040 (4.382)] [KD 3.347 (3.903)] +2024-10-15 14:29:03,436 - Train: 9.74% [121850/1251000] [97.4/1000.0] [batch_t 0.428 (0.428)] [data_t 0.016] [optim_t 0.413] [lr 0.002931] [CE 4.138 (4.334)] [KD 3.828 (3.847)] +2024-10-15 14:29:24,637 - Train: 9.74% [121900/1251000] [97.4/1000.0] [batch_t 0.408 (0.424)] [data_t 0.016] [optim_t 0.393] [lr 0.002931] [CE 4.286 (4.408)] [KD 3.839 (3.869)] +2024-10-15 14:29:46,438 - Train: 9.75% [121950/1251000] [97.5/1000.0] [batch_t 0.383 (0.436)] [data_t 0.015] [optim_t 0.368] [lr 0.002931] [CE 3.835 (4.387)] [KD 3.626 (3.918)] +2024-10-15 14:30:08,052 - Train: 9.75% [122000/1251000] [97.5/1000.0] [batch_t 0.407 (0.432)] [data_t 0.015] [optim_t 0.392] [lr 0.002931] [CE 4.468 (4.412)] [KD 3.975 (3.902)] +2024-10-15 14:30:30,113 - Train: 9.76% [122050/1251000] [97.6/1000.0] [batch_t 0.484 (0.441)] [data_t 0.015] [optim_t 0.469] [lr 0.002931] [CE 3.989 (4.366)] [KD 3.929 (3.871)] +2024-10-15 14:30:51,561 - Train: 9.76% [122100/1251000] [97.6/1000.0] [batch_t 0.459 (0.429)] [data_t 0.015] [optim_t 0.444] [lr 0.002931] [CE 4.808 (4.355)] [KD 4.062 (3.862)] +2024-10-15 14:31:12,927 - Train: 9.76% [122150/1251000] [97.6/1000.0] [batch_t 0.415 (0.427)] [data_t 0.015] [optim_t 0.400] [lr 0.002931] [CE 4.247 (4.339)] [KD 3.959 (3.932)] +2024-10-15 14:31:34,139 - Train: 9.77% [122200/1251000] [97.7/1000.0] [batch_t 0.477 (0.424)] [data_t 0.015] [optim_t 0.462] [lr 0.002931] [CE 4.577 (4.417)] [KD 3.857 (3.915)] +2024-10-15 14:31:55,527 - Train: 9.77% [122250/1251000] [97.7/1000.0] [batch_t 0.388 (0.427)] [data_t 0.015] [optim_t 0.373] [lr 0.002931] [CE 4.551 (4.367)] [KD 3.832 (3.886)] +2024-10-15 14:32:16,788 - Train: 9.78% [122300/1251000] [97.8/1000.0] [batch_t 0.363 (0.425)] [data_t 0.016] [optim_t 0.348] [lr 0.002931] [CE 4.585 (4.310)] [KD 3.906 (3.821)] +2024-10-15 14:32:37,859 - Train: 9.78% [122350/1251000] [97.8/1000.0] [batch_t 0.383 (0.421)] [data_t 0.015] [optim_t 0.368] [lr 0.002930] [CE 4.003 (4.397)] [KD 3.590 (3.876)] +2024-10-15 14:32:58,839 - Train: 9.78% [122400/1251000] [97.8/1000.0] [batch_t 0.403 (0.419)] [data_t 0.016] [optim_t 0.388] [lr 0.002930] [CE 4.408 (4.463)] [KD 3.856 (3.901)] +2024-10-15 14:33:19,650 - Train: 9.79% [122450/1251000] [97.9/1000.0] [batch_t 0.364 (0.416)] [data_t 0.016] [optim_t 0.349] [lr 0.002930] [CE 4.011 (4.336)] [KD 3.672 (3.861)] +2024-10-15 14:33:41,105 - Train: 9.79% [122500/1251000] [97.9/1000.0] [batch_t 0.475 (0.429)] [data_t 0.015] [optim_t 0.460] [lr 0.002930] [CE 4.381 (4.334)] [KD 3.963 (3.898)] +2024-10-15 14:34:02,904 - Train: 9.80% [122550/1251000] [98.0/1000.0] [batch_t 0.445 (0.436)] [data_t 0.015] [optim_t 0.429] [lr 0.002930] [CE 4.459 (4.321)] [KD 3.943 (3.896)] +2024-10-15 14:34:22,526 - ==> Total time: 14:52:31 Eta: 5 days, 16:54:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 14:34:30,294 - Train: 9.80% [122600/1251000] [98.0/1000.0] [batch_t 0.421 (3.315)] [data_t 0.015] [optim_t 0.406] [lr 0.002930] [CE 4.350 (4.464)] [KD 3.933 (3.907)] +2024-10-15 14:34:50,277 - Train: 9.80% [122650/1251000] [98.0/1000.0] [batch_t 0.362 (0.400)] [data_t 0.015] [optim_t 0.346] [lr 0.002930] [CE 4.975 (4.309)] [KD 4.139 (3.843)] +2024-10-15 14:35:12,383 - Train: 9.81% [122700/1251000] [98.1/1000.0] [batch_t 0.595 (0.442)] [data_t 0.015] [optim_t 0.579] [lr 0.002930] [CE 4.334 (4.381)] [KD 3.954 (3.878)] +2024-10-15 14:35:33,945 - Train: 9.81% [122750/1251000] [98.1/1000.0] [batch_t 0.470 (0.431)] [data_t 0.015] [optim_t 0.454] [lr 0.002930] [CE 4.086 (4.384)] [KD 3.673 (3.929)] +2024-10-15 14:35:54,947 - Train: 9.82% [122800/1251000] [98.2/1000.0] [batch_t 0.464 (0.420)] [data_t 0.015] [optim_t 0.449] [lr 0.002930] [CE 3.943 (4.384)] [KD 3.575 (3.836)] +2024-10-15 14:36:16,707 - Train: 9.82% [122850/1251000] [98.2/1000.0] [batch_t 0.506 (0.435)] [data_t 0.015] [optim_t 0.490] [lr 0.002930] [CE 4.746 (4.378)] [KD 4.218 (3.840)] +2024-10-15 14:36:38,419 - Train: 9.82% [122900/1251000] [98.2/1000.0] [batch_t 0.421 (0.434)] [data_t 0.015] [optim_t 0.406] [lr 0.002930] [CE 4.687 (4.277)] [KD 4.016 (3.792)] +2024-10-15 14:36:59,481 - Train: 9.83% [122950/1251000] [98.3/1000.0] [batch_t 0.434 (0.421)] [data_t 0.016] [optim_t 0.419] [lr 0.002930] [CE 4.390 (4.366)] [KD 4.031 (3.896)] +2024-10-15 14:37:20,674 - Train: 9.83% [123000/1251000] [98.3/1000.0] [batch_t 0.366 (0.424)] [data_t 0.016] [optim_t 0.350] [lr 0.002930] [CE 3.851 (4.366)] [KD 3.488 (3.877)] +2024-10-15 14:37:41,850 - Train: 9.84% [123050/1251000] [98.4/1000.0] [batch_t 0.402 (0.423)] [data_t 0.015] [optim_t 0.387] [lr 0.002930] [CE 4.234 (4.370)] [KD 3.870 (3.949)] +2024-10-15 14:38:03,493 - Train: 9.84% [123100/1251000] [98.4/1000.0] [batch_t 0.452 (0.433)] [data_t 0.015] [optim_t 0.436] [lr 0.002930] [CE 4.267 (4.353)] [KD 4.039 (3.865)] +2024-10-15 14:38:25,454 - Train: 9.84% [123150/1251000] [98.4/1000.0] [batch_t 0.397 (0.439)] [data_t 0.015] [optim_t 0.381] [lr 0.002930] [CE 3.697 (4.358)] [KD 3.429 (3.848)] +2024-10-15 14:38:46,995 - Train: 9.85% [123200/1251000] [98.5/1000.0] [batch_t 0.492 (0.431)] [data_t 0.015] [optim_t 0.477] [lr 0.002929] [CE 4.606 (4.376)] [KD 3.797 (3.871)] +2024-10-15 14:39:08,008 - Train: 9.85% [123250/1251000] [98.5/1000.0] [batch_t 0.402 (0.420)] [data_t 0.015] [optim_t 0.386] [lr 0.002929] [CE 4.059 (4.331)] [KD 3.865 (3.819)] +2024-10-15 14:39:29,219 - Train: 9.86% [123300/1251000] [98.6/1000.0] [batch_t 0.502 (0.424)] [data_t 0.015] [optim_t 0.486] [lr 0.002929] [CE 4.511 (4.340)] [KD 3.920 (3.849)] +2024-10-15 14:39:50,439 - Train: 9.86% [123350/1251000] [98.6/1000.0] [batch_t 0.441 (0.424)] [data_t 0.016] [optim_t 0.426] [lr 0.002929] [CE 4.009 (4.332)] [KD 3.555 (3.803)] +2024-10-15 14:40:11,801 - Train: 9.86% [123400/1251000] [98.6/1000.0] [batch_t 0.387 (0.427)] [data_t 0.015] [optim_t 0.372] [lr 0.002929] [CE 4.883 (4.407)] [KD 4.032 (3.881)] +2024-10-15 14:40:33,311 - Train: 9.87% [123450/1251000] [98.7/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.002929] [CE 4.575 (4.460)] [KD 3.930 (3.897)] +2024-10-15 14:40:54,791 - Train: 9.87% [123500/1251000] [98.7/1000.0] [batch_t 0.442 (0.429)] [data_t 0.015] [optim_t 0.426] [lr 0.002929] [CE 4.347 (4.336)] [KD 3.799 (3.852)] +2024-10-15 14:41:16,097 - Train: 9.88% [123550/1251000] [98.8/1000.0] [batch_t 0.396 (0.426)] [data_t 0.015] [optim_t 0.381] [lr 0.002929] [CE 4.445 (4.329)] [KD 3.936 (3.916)] +2024-10-15 14:41:37,317 - Train: 9.88% [123600/1251000] [98.8/1000.0] [batch_t 0.463 (0.424)] [data_t 0.015] [optim_t 0.448] [lr 0.002929] [CE 4.444 (4.401)] [KD 3.847 (3.914)] +2024-10-15 14:41:58,518 - Train: 9.88% [123650/1251000] [98.8/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.002929] [CE 4.521 (4.316)] [KD 3.964 (3.862)] +2024-10-15 14:42:19,808 - Train: 9.89% [123700/1251000] [98.9/1000.0] [batch_t 0.411 (0.426)] [data_t 0.015] [optim_t 0.396] [lr 0.002929] [CE 4.538 (4.418)] [KD 4.200 (3.917)] +2024-10-15 14:42:40,897 - Train: 9.89% [123750/1251000] [98.9/1000.0] [batch_t 0.425 (0.422)] [data_t 0.015] [optim_t 0.410] [lr 0.002929] [CE 4.602 (4.380)] [KD 4.028 (3.922)] +2024-10-15 14:43:02,369 - Train: 9.90% [123800/1251000] [99.0/1000.0] [batch_t 0.450 (0.429)] [data_t 0.015] [optim_t 0.435] [lr 0.002929] [CE 4.505 (4.386)] [KD 3.931 (3.967)] +2024-10-15 14:43:22,397 - ==> Total time: 15:01:31 Eta: 5 days, 16:44:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 14:43:29,045 - Train: 9.90% [123850/1251000] [99.0/1000.0] [batch_t 5.408 (5.408)] [data_t 4.438] [optim_t 0.970] [lr 0.002929] [CE 4.306 (4.306)] [KD 3.595 (3.595)] +2024-10-15 14:43:48,682 - Train: 9.90% [123900/1251000] [99.0/1000.0] [batch_t 0.435 (0.393)] [data_t 0.015] [optim_t 0.419] [lr 0.002929] [CE 4.286 (4.366)] [KD 4.007 (3.902)] +2024-10-15 14:44:10,716 - Train: 9.91% [123950/1251000] [99.1/1000.0] [batch_t 0.403 (0.441)] [data_t 0.015] [optim_t 0.388] [lr 0.002929] [CE 4.686 (4.328)] [KD 3.931 (3.849)] +2024-10-15 14:44:32,476 - Train: 9.91% [124000/1251000] [99.1/1000.0] [batch_t 0.443 (0.435)] [data_t 0.015] [optim_t 0.427] [lr 0.002929] [CE 4.377 (4.431)] [KD 3.816 (3.861)] +2024-10-15 14:44:54,304 - Train: 9.92% [124050/1251000] [99.2/1000.0] [batch_t 0.440 (0.436)] [data_t 0.015] [optim_t 0.424] [lr 0.002929] [CE 4.139 (4.338)] [KD 3.746 (3.878)] +2024-10-15 14:45:16,123 - Train: 9.92% [124100/1251000] [99.2/1000.0] [batch_t 0.423 (0.436)] [data_t 0.015] [optim_t 0.407] [lr 0.002928] [CE 4.792 (4.341)] [KD 3.898 (3.851)] +2024-10-15 14:45:37,022 - Train: 9.92% [124150/1251000] [99.2/1000.0] [batch_t 0.383 (0.418)] [data_t 0.016] [optim_t 0.368] [lr 0.002928] [CE 4.829 (4.425)] [KD 4.265 (3.868)] +2024-10-15 14:45:58,047 - Train: 9.93% [124200/1251000] [99.3/1000.0] [batch_t 0.438 (0.420)] [data_t 0.015] [optim_t 0.422] [lr 0.002928] [CE 4.294 (4.348)] [KD 3.445 (3.927)] +2024-10-15 14:46:18,119 - Train: 9.93% [124250/1251000] [99.3/1000.0] [batch_t 0.364 (0.401)] [data_t 0.015] [optim_t 0.348] [lr 0.002928] [CE 4.325 (4.351)] [KD 4.122 (3.900)] +2024-10-15 14:46:38,820 - Train: 9.94% [124300/1251000] [99.4/1000.0] [batch_t 0.422 (0.414)] [data_t 0.016] [optim_t 0.406] [lr 0.002928] [CE 4.109 (4.316)] [KD 3.511 (3.769)] +2024-10-15 14:46:59,242 - Train: 9.94% [124350/1251000] [99.4/1000.0] [batch_t 0.429 (0.408)] [data_t 0.015] [optim_t 0.413] [lr 0.002928] [CE 3.883 (4.364)] [KD 3.837 (3.865)] +2024-10-15 14:47:19,771 - Train: 9.94% [124400/1251000] [99.4/1000.0] [batch_t 0.415 (0.410)] [data_t 0.016] [optim_t 0.399] [lr 0.002928] [CE 4.684 (4.407)] [KD 3.837 (3.927)] +2024-10-15 14:47:40,815 - Train: 9.95% [124450/1251000] [99.5/1000.0] [batch_t 0.403 (0.421)] [data_t 0.015] [optim_t 0.387] [lr 0.002928] [CE 4.425 (4.375)] [KD 3.789 (3.910)] +2024-10-15 14:48:02,603 - Train: 9.95% [124500/1251000] [99.5/1000.0] [batch_t 0.446 (0.436)] [data_t 0.015] [optim_t 0.430] [lr 0.002928] [CE 4.169 (4.359)] [KD 3.673 (3.858)] +2024-10-15 14:48:23,529 - Train: 9.96% [124550/1251000] [99.6/1000.0] [batch_t 0.408 (0.418)] [data_t 0.015] [optim_t 0.393] [lr 0.002928] [CE 3.984 (4.363)] [KD 3.629 (3.906)] +2024-10-15 14:48:44,340 - Train: 9.96% [124600/1251000] [99.6/1000.0] [batch_t 0.440 (0.416)] [data_t 0.015] [optim_t 0.424] [lr 0.002928] [CE 4.606 (4.394)] [KD 4.137 (3.868)] +2024-10-15 14:49:05,434 - Train: 9.96% [124650/1251000] [99.6/1000.0] [batch_t 0.447 (0.422)] [data_t 0.015] [optim_t 0.431] [lr 0.002928] [CE 4.181 (4.352)] [KD 3.599 (3.891)] +2024-10-15 14:49:26,617 - Train: 9.97% [124700/1251000] [99.7/1000.0] [batch_t 0.391 (0.424)] [data_t 0.015] [optim_t 0.376] [lr 0.002928] [CE 4.051 (4.393)] [KD 3.874 (3.912)] +2024-10-15 14:49:48,254 - Train: 9.97% [124750/1251000] [99.7/1000.0] [batch_t 0.440 (0.433)] [data_t 0.100] [optim_t 0.340] [lr 0.002928] [CE 4.465 (4.365)] [KD 3.685 (3.842)] +2024-10-15 14:50:09,687 - Train: 9.98% [124800/1251000] [99.8/1000.0] [batch_t 0.407 (0.429)] [data_t 0.064] [optim_t 0.343] [lr 0.002928] [CE 3.762 (4.338)] [KD 3.719 (3.851)] +2024-10-15 14:50:30,570 - Train: 9.98% [124850/1251000] [99.8/1000.0] [batch_t 0.463 (0.418)] [data_t 0.119] [optim_t 0.345] [lr 0.002928] [CE 3.978 (4.375)] [KD 3.850 (3.923)] +2024-10-15 14:50:51,520 - Train: 9.98% [124900/1251000] [99.8/1000.0] [batch_t 0.380 (0.419)] [data_t 0.037] [optim_t 0.343] [lr 0.002928] [CE 4.624 (4.370)] [KD 3.952 (3.916)] +2024-10-15 14:51:12,146 - Train: 9.99% [124950/1251000] [99.9/1000.0] [batch_t 0.366 (0.412)] [data_t 0.025] [optim_t 0.342] [lr 0.002927] [CE 4.194 (4.322)] [KD 3.602 (3.815)] +2024-10-15 14:51:33,091 - Train: 9.99% [125000/1251000] [99.9/1000.0] [batch_t 0.409 (0.419)] [data_t 0.067] [optim_t 0.341] [lr 0.002927] [CE 4.966 (4.373)] [KD 4.141 (3.881)] +2024-10-15 14:51:54,075 - Train: 10.00% [125050/1251000] [100.0/1000.0] [batch_t 0.372 (0.420)] [data_t 0.027] [optim_t 0.345] [lr 0.002927] [CE 4.010 (4.363)] [KD 3.854 (3.909)] +2024-10-15 14:52:15,248 - Train: 10.00% [125100/1251000] [100.0/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.002927] [CE 4.185 (4.406)] [KD 3.834 (3.951)] +2024-10-15 14:52:36,342 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 36719] [top5_cnt 45986] [top_all 50000] +2024-10-15 14:52:36,343 - net: 73.438 (91.972) +2024-10-15 14:52:57,878 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 39285] [top5_cnt 47140] [top_all 50000] +2024-10-15 14:52:57,879 - net_E: 78.570 (94.280) +2024-10-15 14:52:58,072 - Max [top1: 73.826 (epoch: 90)] [top1-ema: 78.570 (epoch: 100)] +2024-10-15 14:52:58,073 - ==> Total time: 15:11:06 Eta: 5 days, 16:40:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 14:53:24,482 - Train: 10.00% [125150/1251000] [100.0/1000.0] [batch_t 0.362 (0.437)] [data_t 0.016] [optim_t 0.346] [lr 0.002927] [CE 4.610 (4.407)] [KD 4.034 (3.897)] +2024-10-15 14:53:46,190 - Train: 10.01% [125200/1251000] [100.1/1000.0] [batch_t 0.417 (0.434)] [data_t 0.015] [optim_t 0.402] [lr 0.002927] [CE 4.829 (4.370)] [KD 4.144 (3.837)] +2024-10-15 14:54:08,102 - Train: 10.01% [125250/1251000] [100.1/1000.0] [batch_t 0.385 (0.438)] [data_t 0.016] [optim_t 0.370] [lr 0.002927] [CE 4.218 (4.352)] [KD 3.994 (3.855)] +2024-10-15 14:54:29,865 - Train: 10.02% [125300/1251000] [100.2/1000.0] [batch_t 0.500 (0.435)] [data_t 0.015] [optim_t 0.485] [lr 0.002927] [CE 4.379 (4.390)] [KD 3.960 (3.938)] +2024-10-15 14:54:51,934 - Train: 10.02% [125350/1251000] [100.2/1000.0] [batch_t 0.474 (0.441)] [data_t 0.016] [optim_t 0.458] [lr 0.002927] [CE 4.543 (4.383)] [KD 4.029 (3.920)] +2024-10-15 14:55:13,887 - Train: 10.02% [125400/1251000] [100.2/1000.0] [batch_t 0.365 (0.439)] [data_t 0.016] [optim_t 0.350] [lr 0.002927] [CE 4.366 (4.344)] [KD 3.843 (3.893)] +2024-10-15 14:55:35,720 - Train: 10.03% [125450/1251000] [100.3/1000.0] [batch_t 0.423 (0.437)] [data_t 0.078] [optim_t 0.345] [lr 0.002927] [CE 4.279 (4.333)] [KD 3.761 (3.878)] +2024-10-15 14:55:57,128 - Train: 10.03% [125500/1251000] [100.3/1000.0] [batch_t 0.457 (0.428)] [data_t 0.099] [optim_t 0.358] [lr 0.002927] [CE 4.601 (4.300)] [KD 4.044 (3.819)] +2024-10-15 14:56:19,645 - Train: 10.04% [125550/1251000] [100.4/1000.0] [batch_t 0.359 (0.450)] [data_t 0.015] [optim_t 0.344] [lr 0.002927] [CE 4.372 (4.390)] [KD 4.249 (3.930)] +2024-10-15 14:56:40,367 - Train: 10.04% [125600/1251000] [100.4/1000.0] [batch_t 0.361 (0.414)] [data_t 0.015] [optim_t 0.346] [lr 0.002927] [CE 4.074 (4.420)] [KD 3.557 (3.893)] +2024-10-15 14:57:01,744 - Train: 10.04% [125650/1251000] [100.4/1000.0] [batch_t 0.403 (0.427)] [data_t 0.056] [optim_t 0.347] [lr 0.002927] [CE 3.850 (4.350)] [KD 3.516 (3.856)] +2024-10-15 14:57:23,131 - Train: 10.05% [125700/1251000] [100.5/1000.0] [batch_t 0.528 (0.428)] [data_t 0.149] [optim_t 0.379] [lr 0.002927] [CE 4.458 (4.435)] [KD 4.245 (3.882)] +2024-10-15 14:57:44,987 - Train: 10.05% [125750/1251000] [100.5/1000.0] [batch_t 0.509 (0.437)] [data_t 0.016] [optim_t 0.494] [lr 0.002927] [CE 4.929 (4.359)] [KD 4.072 (3.866)] +2024-10-15 14:58:06,693 - Train: 10.06% [125800/1251000] [100.6/1000.0] [batch_t 0.475 (0.434)] [data_t 0.131] [optim_t 0.344] [lr 0.002927] [CE 4.392 (4.396)] [KD 4.214 (3.914)] +2024-10-15 14:58:28,517 - Train: 10.06% [125850/1251000] [100.6/1000.0] [batch_t 0.371 (0.436)] [data_t 0.024] [optim_t 0.347] [lr 0.002926] [CE 3.859 (4.342)] [KD 3.462 (3.840)] +2024-10-15 14:58:50,368 - Train: 10.06% [125900/1251000] [100.6/1000.0] [batch_t 0.364 (0.437)] [data_t 0.015] [optim_t 0.348] [lr 0.002926] [CE 4.254 (4.342)] [KD 3.760 (3.809)] +2024-10-15 14:59:11,791 - Train: 10.07% [125950/1251000] [100.7/1000.0] [batch_t 0.373 (0.428)] [data_t 0.028] [optim_t 0.345] [lr 0.002926] [CE 4.359 (4.369)] [KD 3.996 (3.897)] +2024-10-15 14:59:33,039 - Train: 10.07% [126000/1251000] [100.7/1000.0] [batch_t 0.369 (0.425)] [data_t 0.024] [optim_t 0.345] [lr 0.002926] [CE 4.591 (4.410)] [KD 4.153 (3.897)] +2024-10-15 14:59:54,542 - Train: 10.08% [126050/1251000] [100.8/1000.0] [batch_t 0.419 (0.430)] [data_t 0.016] [optim_t 0.404] [lr 0.002926] [CE 4.352 (4.357)] [KD 3.815 (3.818)] +2024-10-15 15:00:16,275 - Train: 10.08% [126100/1251000] [100.8/1000.0] [batch_t 0.474 (0.435)] [data_t 0.015] [optim_t 0.459] [lr 0.002926] [CE 4.399 (4.314)] [KD 3.913 (3.861)] +2024-10-15 15:00:37,663 - Train: 10.08% [126150/1251000] [100.8/1000.0] [batch_t 0.501 (0.428)] [data_t 0.158] [optim_t 0.344] [lr 0.002926] [CE 5.095 (4.350)] [KD 4.140 (3.937)] +2024-10-15 15:00:59,213 - Train: 10.09% [126200/1251000] [100.9/1000.0] [batch_t 0.494 (0.431)] [data_t 0.035] [optim_t 0.459] [lr 0.002926] [CE 3.777 (4.338)] [KD 3.652 (3.804)] +2024-10-15 15:01:20,407 - Train: 10.09% [126250/1251000] [100.9/1000.0] [batch_t 0.422 (0.424)] [data_t 0.075] [optim_t 0.347] [lr 0.002926] [CE 4.564 (4.417)] [KD 3.846 (3.867)] +2024-10-15 15:01:41,673 - Train: 10.10% [126300/1251000] [101.0/1000.0] [batch_t 0.507 (0.425)] [data_t 0.165] [optim_t 0.342] [lr 0.002926] [CE 4.007 (4.357)] [KD 3.884 (3.776)] +2024-10-15 15:02:02,085 - Train: 10.10% [126350/1251000] [101.0/1000.0] [batch_t 0.361 (0.408)] [data_t 0.015] [optim_t 0.346] [lr 0.002926] [CE 4.058 (4.335)] [KD 3.638 (3.810)] +2024-10-15 15:02:02,447 - ==> Total time: 15:20:11 Eta: 5 days, 16:30:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 15:02:29,116 - Train: 10.10% [126400/1251000] [101.0/1000.0] [batch_t 0.361 (0.438)] [data_t 0.015] [optim_t 0.346] [lr 0.002926] [CE 4.526 (4.340)] [KD 3.655 (3.849)] +2024-10-15 15:02:50,048 - Train: 10.11% [126450/1251000] [101.1/1000.0] [batch_t 0.380 (0.418)] [data_t 0.016] [optim_t 0.364] [lr 0.002926] [CE 4.394 (4.410)] [KD 3.751 (3.879)] +2024-10-15 15:03:12,563 - Train: 10.11% [126500/1251000] [101.1/1000.0] [batch_t 0.599 (0.450)] [data_t 0.016] [optim_t 0.583] [lr 0.002926] [CE 4.199 (4.369)] [KD 3.999 (3.868)] +2024-10-15 15:03:34,020 - Train: 10.12% [126550/1251000] [101.2/1000.0] [batch_t 0.449 (0.429)] [data_t 0.015] [optim_t 0.434] [lr 0.002926] [CE 4.779 (4.407)] [KD 4.077 (3.878)] +2024-10-15 15:03:55,810 - Train: 10.12% [126600/1251000] [101.2/1000.0] [batch_t 0.434 (0.436)] [data_t 0.015] [optim_t 0.418] [lr 0.002926] [CE 4.404 (4.321)] [KD 3.928 (3.830)] +2024-10-15 15:04:17,077 - Train: 10.12% [126650/1251000] [101.2/1000.0] [batch_t 0.418 (0.425)] [data_t 0.015] [optim_t 0.403] [lr 0.002926] [CE 4.345 (4.329)] [KD 3.756 (3.838)] +2024-10-15 15:04:38,545 - Train: 10.13% [126700/1251000] [101.3/1000.0] [batch_t 0.463 (0.429)] [data_t 0.015] [optim_t 0.447] [lr 0.002925] [CE 4.773 (4.343)] [KD 4.272 (3.845)] +2024-10-15 15:04:59,829 - Train: 10.13% [126750/1251000] [101.3/1000.0] [batch_t 0.442 (0.426)] [data_t 0.015] [optim_t 0.426] [lr 0.002925] [CE 4.123 (4.419)] [KD 3.946 (3.910)] +2024-10-15 15:05:21,261 - Train: 10.14% [126800/1251000] [101.4/1000.0] [batch_t 0.434 (0.429)] [data_t 0.015] [optim_t 0.419] [lr 0.002925] [CE 3.834 (4.397)] [KD 3.835 (3.870)] +2024-10-15 15:05:42,441 - Train: 10.14% [126850/1251000] [101.4/1000.0] [batch_t 0.423 (0.423)] [data_t 0.016] [optim_t 0.408] [lr 0.002925] [CE 4.997 (4.392)] [KD 4.102 (3.948)] +2024-10-15 15:06:03,725 - Train: 10.14% [126900/1251000] [101.4/1000.0] [batch_t 0.438 (0.426)] [data_t 0.015] [optim_t 0.423] [lr 0.002925] [CE 4.024 (4.357)] [KD 3.685 (3.890)] +2024-10-15 15:06:24,648 - Train: 10.15% [126950/1251000] [101.5/1000.0] [batch_t 0.401 (0.418)] [data_t 0.015] [optim_t 0.385] [lr 0.002925] [CE 4.298 (4.414)] [KD 3.625 (3.915)] +2024-10-15 15:06:45,591 - Train: 10.15% [127000/1251000] [101.5/1000.0] [batch_t 0.388 (0.419)] [data_t 0.015] [optim_t 0.373] [lr 0.002925] [CE 4.231 (4.358)] [KD 3.606 (3.830)] +2024-10-15 15:07:06,502 - Train: 10.16% [127050/1251000] [101.6/1000.0] [batch_t 0.383 (0.418)] [data_t 0.016] [optim_t 0.367] [lr 0.002925] [CE 4.662 (4.378)] [KD 4.021 (3.867)] +2024-10-15 15:07:27,514 - Train: 10.16% [127100/1251000] [101.6/1000.0] [batch_t 0.473 (0.420)] [data_t 0.015] [optim_t 0.457] [lr 0.002925] [CE 4.333 (4.328)] [KD 4.064 (3.816)] +2024-10-15 15:07:48,586 - Train: 10.16% [127150/1251000] [101.6/1000.0] [batch_t 0.427 (0.421)] [data_t 0.016] [optim_t 0.412] [lr 0.002925] [CE 4.433 (4.332)] [KD 3.754 (3.838)] +2024-10-15 15:08:09,429 - Train: 10.17% [127200/1251000] [101.7/1000.0] [batch_t 0.407 (0.417)] [data_t 0.015] [optim_t 0.391] [lr 0.002925] [CE 4.654 (4.414)] [KD 4.030 (3.887)] +2024-10-15 15:08:30,127 - Train: 10.17% [127250/1251000] [101.7/1000.0] [batch_t 0.421 (0.414)] [data_t 0.015] [optim_t 0.406] [lr 0.002925] [CE 4.496 (4.451)] [KD 3.908 (3.919)] +2024-10-15 15:08:51,323 - Train: 10.18% [127300/1251000] [101.8/1000.0] [batch_t 0.409 (0.424)] [data_t 0.016] [optim_t 0.394] [lr 0.002925] [CE 4.580 (4.348)] [KD 3.858 (3.827)] +2024-10-15 15:09:12,800 - Train: 10.18% [127350/1251000] [101.8/1000.0] [batch_t 0.454 (0.429)] [data_t 0.015] [optim_t 0.439] [lr 0.002925] [CE 4.130 (4.423)] [KD 4.016 (3.877)] +2024-10-15 15:09:34,083 - Train: 10.18% [127400/1251000] [101.8/1000.0] [batch_t 0.409 (0.426)] [data_t 0.015] [optim_t 0.394] [lr 0.002925] [CE 4.161 (4.338)] [KD 3.757 (3.916)] +2024-10-15 15:09:55,527 - Train: 10.19% [127450/1251000] [101.9/1000.0] [batch_t 0.446 (0.429)] [data_t 0.016] [optim_t 0.431] [lr 0.002925] [CE 4.010 (4.364)] [KD 3.550 (3.850)] +2024-10-15 15:10:16,630 - Train: 10.19% [127500/1251000] [101.9/1000.0] [batch_t 0.407 (0.422)] [data_t 0.016] [optim_t 0.391] [lr 0.002925] [CE 4.139 (4.335)] [KD 3.745 (3.841)] +2024-10-15 15:10:37,845 - Train: 10.20% [127550/1251000] [102.0/1000.0] [batch_t 0.393 (0.424)] [data_t 0.015] [optim_t 0.378] [lr 0.002924] [CE 4.721 (4.385)] [KD 3.894 (3.803)] +2024-10-15 15:10:58,890 - Train: 10.20% [127600/1251000] [102.0/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.002924] [CE 4.045 (4.390)] [KD 4.066 (3.894)] +2024-10-15 15:10:59,609 - ==> Total time: 15:29:08 Eta: 5 days, 16:20:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 15:11:25,588 - Train: 10.20% [127650/1251000] [102.0/1000.0] [batch_t 0.442 (0.511)] [data_t 0.015] [optim_t 0.426] [lr 0.002924] [CE 4.624 (4.357)] [KD 4.044 (3.812)] +2024-10-15 15:11:47,828 - Train: 10.21% [127700/1251000] [102.1/1000.0] [batch_t 0.428 (0.445)] [data_t 0.015] [optim_t 0.413] [lr 0.002924] [CE 3.746 (4.304)] [KD 3.482 (3.818)] +2024-10-15 15:12:09,691 - Train: 10.21% [127750/1251000] [102.1/1000.0] [batch_t 0.440 (0.437)] [data_t 0.015] [optim_t 0.424] [lr 0.002924] [CE 4.533 (4.305)] [KD 3.788 (3.802)] +2024-10-15 15:12:31,130 - Train: 10.22% [127800/1251000] [102.2/1000.0] [batch_t 0.437 (0.429)] [data_t 0.015] [optim_t 0.422] [lr 0.002924] [CE 4.279 (4.363)] [KD 3.889 (3.894)] +2024-10-15 15:12:52,445 - Train: 10.22% [127850/1251000] [102.2/1000.0] [batch_t 0.366 (0.426)] [data_t 0.016] [optim_t 0.350] [lr 0.002924] [CE 4.781 (4.367)] [KD 4.193 (3.834)] +2024-10-15 15:13:13,998 - Train: 10.22% [127900/1251000] [102.2/1000.0] [batch_t 0.374 (0.431)] [data_t 0.016] [optim_t 0.358] [lr 0.002924] [CE 4.361 (4.291)] [KD 3.805 (3.754)] +2024-10-15 15:13:35,349 - Train: 10.23% [127950/1251000] [102.3/1000.0] [batch_t 0.360 (0.427)] [data_t 0.016] [optim_t 0.345] [lr 0.002924] [CE 4.270 (4.349)] [KD 3.880 (3.858)] +2024-10-15 15:13:57,138 - Train: 10.23% [128000/1251000] [102.3/1000.0] [batch_t 0.477 (0.436)] [data_t 0.016] [optim_t 0.461] [lr 0.002924] [CE 3.624 (4.356)] [KD 3.634 (3.932)] +2024-10-15 15:14:18,799 - Train: 10.24% [128050/1251000] [102.4/1000.0] [batch_t 0.414 (0.433)] [data_t 0.016] [optim_t 0.399] [lr 0.002924] [CE 4.168 (4.395)] [KD 3.896 (3.905)] +2024-10-15 15:14:39,903 - Train: 10.24% [128100/1251000] [102.4/1000.0] [batch_t 0.487 (0.422)] [data_t 0.015] [optim_t 0.472] [lr 0.002924] [CE 4.567 (4.342)] [KD 3.950 (3.831)] +2024-10-15 15:15:01,226 - Train: 10.24% [128150/1251000] [102.4/1000.0] [batch_t 0.382 (0.426)] [data_t 0.016] [optim_t 0.367] [lr 0.002924] [CE 3.810 (4.334)] [KD 3.576 (3.794)] +2024-10-15 15:15:23,205 - Train: 10.25% [128200/1251000] [102.5/1000.0] [batch_t 0.504 (0.439)] [data_t 0.016] [optim_t 0.488] [lr 0.002924] [CE 4.290 (4.323)] [KD 3.856 (3.811)] +2024-10-15 15:15:44,887 - Train: 10.25% [128250/1251000] [102.5/1000.0] [batch_t 0.389 (0.434)] [data_t 0.016] [optim_t 0.374] [lr 0.002924] [CE 4.108 (4.309)] [KD 3.462 (3.823)] +2024-10-15 15:16:06,549 - Train: 10.26% [128300/1251000] [102.6/1000.0] [batch_t 0.473 (0.433)] [data_t 0.016] [optim_t 0.458] [lr 0.002924] [CE 4.649 (4.384)] [KD 4.194 (3.968)] +2024-10-15 15:16:27,662 - Train: 10.26% [128350/1251000] [102.6/1000.0] [batch_t 0.421 (0.422)] [data_t 0.016] [optim_t 0.405] [lr 0.002924] [CE 3.919 (4.327)] [KD 3.630 (3.877)] +2024-10-15 15:16:48,923 - Train: 10.26% [128400/1251000] [102.6/1000.0] [batch_t 0.450 (0.425)] [data_t 0.016] [optim_t 0.435] [lr 0.002923] [CE 3.838 (4.401)] [KD 3.585 (3.905)] +2024-10-15 15:17:10,281 - Train: 10.27% [128450/1251000] [102.7/1000.0] [batch_t 0.472 (0.427)] [data_t 0.016] [optim_t 0.456] [lr 0.002923] [CE 4.017 (4.310)] [KD 3.853 (3.828)] +2024-10-15 15:17:31,022 - Train: 10.27% [128500/1251000] [102.7/1000.0] [batch_t 0.460 (0.415)] [data_t 0.015] [optim_t 0.444] [lr 0.002923] [CE 4.369 (4.410)] [KD 3.897 (3.907)] +2024-10-15 15:17:52,696 - Train: 10.28% [128550/1251000] [102.8/1000.0] [batch_t 0.386 (0.433)] [data_t 0.016] [optim_t 0.370] [lr 0.002923] [CE 4.366 (4.341)] [KD 3.808 (3.860)] +2024-10-15 15:18:14,255 - Train: 10.28% [128600/1251000] [102.8/1000.0] [batch_t 0.453 (0.431)] [data_t 0.016] [optim_t 0.437] [lr 0.002923] [CE 3.743 (4.317)] [KD 3.513 (3.857)] +2024-10-15 15:18:35,366 - Train: 10.28% [128650/1251000] [102.8/1000.0] [batch_t 0.429 (0.422)] [data_t 0.016] [optim_t 0.413] [lr 0.002923] [CE 4.574 (4.372)] [KD 3.837 (3.899)] +2024-10-15 15:18:56,689 - Train: 10.29% [128700/1251000] [102.9/1000.0] [batch_t 0.473 (0.426)] [data_t 0.015] [optim_t 0.458] [lr 0.002923] [CE 4.150 (4.366)] [KD 3.674 (3.964)] +2024-10-15 15:19:18,222 - Train: 10.29% [128750/1251000] [102.9/1000.0] [batch_t 0.506 (0.431)] [data_t 0.016] [optim_t 0.490] [lr 0.002923] [CE 3.849 (4.364)] [KD 3.638 (3.827)] +2024-10-15 15:19:39,623 - Train: 10.30% [128800/1251000] [103.0/1000.0] [batch_t 0.506 (0.428)] [data_t 0.016] [optim_t 0.491] [lr 0.002923] [CE 4.311 (4.435)] [KD 3.492 (3.896)] +2024-10-15 15:20:00,698 - Train: 10.30% [128850/1251000] [103.0/1000.0] [batch_t 0.359 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.002923] [CE 4.178 (4.367)] [KD 3.920 (3.867)] +2024-10-15 15:20:01,776 - ==> Total time: 15:38:10 Eta: 5 days, 16:10:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 15:20:27,119 - Train: 10.30% [128900/1251000] [103.0/1000.0] [batch_t 0.361 (0.444)] [data_t 0.015] [optim_t 0.346] [lr 0.002923] [CE 4.439 (4.384)] [KD 4.052 (3.860)] +2024-10-15 15:20:48,115 - Train: 10.31% [128950/1251000] [103.1/1000.0] [batch_t 0.409 (0.420)] [data_t 0.015] [optim_t 0.394] [lr 0.002923] [CE 4.363 (4.280)] [KD 3.477 (3.790)] +2024-10-15 15:21:08,964 - Train: 10.31% [129000/1251000] [103.1/1000.0] [batch_t 0.402 (0.417)] [data_t 0.015] [optim_t 0.386] [lr 0.002923] [CE 4.389 (4.388)] [KD 3.750 (3.819)] +2024-10-15 15:21:29,947 - Train: 10.32% [129050/1251000] [103.2/1000.0] [batch_t 0.402 (0.420)] [data_t 0.015] [optim_t 0.387] [lr 0.002923] [CE 4.011 (4.404)] [KD 3.640 (3.898)] +2024-10-15 15:21:51,266 - Train: 10.32% [129100/1251000] [103.2/1000.0] [batch_t 0.397 (0.426)] [data_t 0.015] [optim_t 0.381] [lr 0.002923] [CE 4.285 (4.331)] [KD 3.888 (3.908)] +2024-10-15 15:22:12,487 - Train: 10.32% [129150/1251000] [103.2/1000.0] [batch_t 0.409 (0.424)] [data_t 0.015] [optim_t 0.394] [lr 0.002923] [CE 4.911 (4.381)] [KD 4.175 (3.852)] +2024-10-15 15:22:33,439 - Train: 10.33% [129200/1251000] [103.3/1000.0] [batch_t 0.386 (0.419)] [data_t 0.015] [optim_t 0.371] [lr 0.002923] [CE 4.120 (4.335)] [KD 3.657 (3.867)] +2024-10-15 15:22:54,604 - Train: 10.33% [129250/1251000] [103.3/1000.0] [batch_t 0.468 (0.423)] [data_t 0.015] [optim_t 0.452] [lr 0.002922] [CE 4.965 (4.377)] [KD 4.237 (3.889)] +2024-10-15 15:23:16,160 - Train: 10.34% [129300/1251000] [103.4/1000.0] [batch_t 0.431 (0.431)] [data_t 0.015] [optim_t 0.416] [lr 0.002922] [CE 4.468 (4.344)] [KD 3.861 (3.851)] +2024-10-15 15:23:37,516 - Train: 10.34% [129350/1251000] [103.4/1000.0] [batch_t 0.449 (0.427)] [data_t 0.015] [optim_t 0.433] [lr 0.002922] [CE 4.201 (4.322)] [KD 3.987 (3.839)] +2024-10-15 15:23:58,913 - Train: 10.34% [129400/1251000] [103.4/1000.0] [batch_t 0.471 (0.428)] [data_t 0.015] [optim_t 0.455] [lr 0.002922] [CE 4.135 (4.248)] [KD 3.795 (3.860)] +2024-10-15 15:24:20,487 - Train: 10.35% [129450/1251000] [103.5/1000.0] [batch_t 0.418 (0.431)] [data_t 0.015] [optim_t 0.402] [lr 0.002922] [CE 4.012 (4.341)] [KD 3.682 (3.852)] +2024-10-15 15:24:42,203 - Train: 10.35% [129500/1251000] [103.5/1000.0] [batch_t 0.359 (0.434)] [data_t 0.015] [optim_t 0.344] [lr 0.002922] [CE 4.651 (4.366)] [KD 4.040 (3.867)] +2024-10-15 15:25:03,278 - Train: 10.36% [129550/1251000] [103.6/1000.0] [batch_t 0.388 (0.421)] [data_t 0.016] [optim_t 0.373] [lr 0.002922] [CE 4.739 (4.409)] [KD 4.067 (3.869)] +2024-10-15 15:25:24,352 - Train: 10.36% [129600/1251000] [103.6/1000.0] [batch_t 0.436 (0.421)] [data_t 0.015] [optim_t 0.420] [lr 0.002922] [CE 4.282 (4.402)] [KD 3.879 (3.875)] +2024-10-15 15:25:45,420 - Train: 10.36% [129650/1251000] [103.6/1000.0] [batch_t 0.366 (0.421)] [data_t 0.015] [optim_t 0.351] [lr 0.002922] [CE 4.135 (4.399)] [KD 3.632 (3.873)] +2024-10-15 15:26:06,244 - Train: 10.37% [129700/1251000] [103.7/1000.0] [batch_t 0.363 (0.416)] [data_t 0.016] [optim_t 0.347] [lr 0.002922] [CE 4.112 (4.301)] [KD 3.646 (3.833)] +2024-10-15 15:26:27,395 - Train: 10.37% [129750/1251000] [103.7/1000.0] [batch_t 0.440 (0.423)] [data_t 0.015] [optim_t 0.425] [lr 0.002922] [CE 5.090 (4.385)] [KD 4.156 (3.898)] +2024-10-15 15:26:48,717 - Train: 10.38% [129800/1251000] [103.8/1000.0] [batch_t 0.386 (0.426)] [data_t 0.015] [optim_t 0.371] [lr 0.002922] [CE 4.206 (4.347)] [KD 3.887 (3.900)] +2024-10-15 15:27:09,903 - Train: 10.38% [129850/1251000] [103.8/1000.0] [batch_t 0.467 (0.424)] [data_t 0.016] [optim_t 0.451] [lr 0.002922] [CE 4.887 (4.355)] [KD 4.159 (3.832)] +2024-10-15 15:27:31,039 - Train: 10.38% [129900/1251000] [103.8/1000.0] [batch_t 0.407 (0.423)] [data_t 0.016] [optim_t 0.392] [lr 0.002922] [CE 4.644 (4.295)] [KD 4.099 (3.801)] +2024-10-15 15:27:52,270 - Train: 10.39% [129950/1251000] [103.9/1000.0] [batch_t 0.370 (0.425)] [data_t 0.015] [optim_t 0.354] [lr 0.002922] [CE 4.331 (4.357)] [KD 4.000 (3.891)] +2024-10-15 15:28:13,528 - Train: 10.39% [130000/1251000] [103.9/1000.0] [batch_t 0.386 (0.425)] [data_t 0.015] [optim_t 0.371] [lr 0.002922] [CE 4.639 (4.378)] [KD 4.143 (3.861)] +2024-10-15 15:28:34,404 - Train: 10.40% [130050/1251000] [104.0/1000.0] [batch_t 0.383 (0.417)] [data_t 0.015] [optim_t 0.368] [lr 0.002922] [CE 4.098 (4.386)] [KD 3.602 (3.895)] +2024-10-15 15:28:55,007 - Train: 10.40% [130100/1251000] [104.0/1000.0] [batch_t 0.360 (0.412)] [data_t 0.015] [optim_t 0.345] [lr 0.002921] [CE 4.295 (4.335)] [KD 3.842 (3.848)] +2024-10-15 15:28:56,441 - ==> Total time: 15:47:05 Eta: 5 days, 15:59:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 15:29:19,832 - Train: 10.40% [130150/1251000] [104.0/1000.0] [batch_t 0.359 (0.479)] [data_t 0.015] [optim_t 0.344] [lr 0.002921] [CE 4.403 (4.356)] [KD 3.776 (3.832)] +2024-10-15 15:29:40,526 - Train: 10.41% [130200/1251000] [104.1/1000.0] [batch_t 0.414 (0.414)] [data_t 0.015] [optim_t 0.399] [lr 0.002921] [CE 4.338 (4.343)] [KD 3.934 (3.809)] +2024-10-15 15:30:02,403 - Train: 10.41% [130250/1251000] [104.1/1000.0] [batch_t 0.405 (0.437)] [data_t 0.015] [optim_t 0.390] [lr 0.002921] [CE 4.092 (4.318)] [KD 3.846 (3.816)] +2024-10-15 15:30:23,407 - Train: 10.42% [130300/1251000] [104.2/1000.0] [batch_t 0.391 (0.420)] [data_t 0.016] [optim_t 0.376] [lr 0.002921] [CE 4.735 (4.375)] [KD 4.091 (3.872)] +2024-10-15 15:30:44,491 - Train: 10.42% [130350/1251000] [104.2/1000.0] [batch_t 0.420 (0.422)] [data_t 0.015] [optim_t 0.405] [lr 0.002921] [CE 4.265 (4.302)] [KD 3.351 (3.792)] +2024-10-15 15:31:05,833 - Train: 10.42% [130400/1251000] [104.2/1000.0] [batch_t 0.362 (0.427)] [data_t 0.015] [optim_t 0.346] [lr 0.002921] [CE 4.239 (4.357)] [KD 3.929 (3.849)] +2024-10-15 15:31:27,976 - Train: 10.43% [130450/1251000] [104.3/1000.0] [batch_t 0.458 (0.443)] [data_t 0.015] [optim_t 0.443] [lr 0.002921] [CE 3.695 (4.376)] [KD 3.946 (3.868)] +2024-10-15 15:31:50,430 - Train: 10.43% [130500/1251000] [104.3/1000.0] [batch_t 0.478 (0.449)] [data_t 0.015] [optim_t 0.462] [lr 0.002921] [CE 4.315 (4.350)] [KD 4.084 (3.799)] +2024-10-15 15:32:11,915 - Train: 10.44% [130550/1251000] [104.4/1000.0] [batch_t 0.400 (0.430)] [data_t 0.015] [optim_t 0.384] [lr 0.002921] [CE 4.385 (4.291)] [KD 4.006 (3.864)] +2024-10-15 15:32:32,563 - Train: 10.44% [130600/1251000] [104.4/1000.0] [batch_t 0.390 (0.413)] [data_t 0.016] [optim_t 0.374] [lr 0.002921] [CE 4.138 (4.372)] [KD 3.736 (3.920)] +2024-10-15 15:32:53,038 - Train: 10.44% [130650/1251000] [104.4/1000.0] [batch_t 0.364 (0.409)] [data_t 0.016] [optim_t 0.349] [lr 0.002921] [CE 4.258 (4.344)] [KD 3.750 (3.844)] +2024-10-15 15:33:14,040 - Train: 10.45% [130700/1251000] [104.5/1000.0] [batch_t 0.463 (0.420)] [data_t 0.016] [optim_t 0.447] [lr 0.002921] [CE 4.789 (4.384)] [KD 4.085 (3.912)] +2024-10-15 15:33:34,504 - Train: 10.45% [130750/1251000] [104.5/1000.0] [batch_t 0.409 (0.409)] [data_t 0.016] [optim_t 0.393] [lr 0.002921] [CE 4.607 (4.411)] [KD 4.035 (3.910)] +2024-10-15 15:33:55,055 - Train: 10.46% [130800/1251000] [104.6/1000.0] [batch_t 0.414 (0.411)] [data_t 0.016] [optim_t 0.398] [lr 0.002921] [CE 4.597 (4.388)] [KD 3.925 (3.832)] +2024-10-15 15:34:15,838 - Train: 10.46% [130850/1251000] [104.6/1000.0] [batch_t 0.363 (0.416)] [data_t 0.016] [optim_t 0.348] [lr 0.002921] [CE 4.558 (4.415)] [KD 3.872 (3.940)] +2024-10-15 15:34:37,088 - Train: 10.46% [130900/1251000] [104.6/1000.0] [batch_t 0.420 (0.425)] [data_t 0.016] [optim_t 0.405] [lr 0.002920] [CE 3.936 (4.376)] [KD 3.687 (3.888)] +2024-10-15 15:34:58,196 - Train: 10.47% [130950/1251000] [104.7/1000.0] [batch_t 0.426 (0.422)] [data_t 0.016] [optim_t 0.411] [lr 0.002920] [CE 4.222 (4.361)] [KD 3.801 (3.900)] +2024-10-15 15:35:19,785 - Train: 10.47% [131000/1251000] [104.7/1000.0] [batch_t 0.497 (0.432)] [data_t 0.016] [optim_t 0.481] [lr 0.002920] [CE 4.161 (4.396)] [KD 3.795 (3.879)] +2024-10-15 15:35:40,836 - Train: 10.48% [131050/1251000] [104.8/1000.0] [batch_t 0.420 (0.421)] [data_t 0.016] [optim_t 0.405] [lr 0.002920] [CE 4.528 (4.334)] [KD 3.871 (3.844)] +2024-10-15 15:36:01,958 - Train: 10.48% [131100/1251000] [104.8/1000.0] [batch_t 0.400 (0.422)] [data_t 0.016] [optim_t 0.384] [lr 0.002920] [CE 4.464 (4.378)] [KD 4.130 (3.911)] +2024-10-15 15:36:23,418 - Train: 10.48% [131150/1251000] [104.8/1000.0] [batch_t 0.468 (0.429)] [data_t 0.016] [optim_t 0.452] [lr 0.002920] [CE 4.454 (4.393)] [KD 4.101 (3.915)] +2024-10-15 15:36:44,506 - Train: 10.49% [131200/1251000] [104.9/1000.0] [batch_t 0.398 (0.422)] [data_t 0.016] [optim_t 0.382] [lr 0.002920] [CE 4.376 (4.437)] [KD 3.944 (3.932)] +2024-10-15 15:37:06,274 - Train: 10.49% [131250/1251000] [104.9/1000.0] [batch_t 0.399 (0.435)] [data_t 0.015] [optim_t 0.383] [lr 0.002920] [CE 4.131 (4.387)] [KD 3.864 (3.892)] +2024-10-15 15:37:28,402 - Train: 10.50% [131300/1251000] [105.0/1000.0] [batch_t 0.441 (0.442)] [data_t 0.016] [optim_t 0.425] [lr 0.002920] [CE 4.281 (4.435)] [KD 3.827 (3.950)] +2024-10-15 15:37:49,791 - Train: 10.50% [131350/1251000] [105.0/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.345] [lr 0.002920] [CE 4.378 (4.326)] [KD 3.927 (3.849)] +2024-10-15 15:38:13,027 - Test (net): 100.00% [50/50] [batch_t 0.160 (0.423)] [top1_cnt 36697] [top5_cnt 46013] [top_all 50000] +2024-10-15 15:38:13,028 - net: 73.394 (92.026) +2024-10-15 15:38:34,584 - Test (net_E): 100.00% [50/50] [batch_t 0.144 (0.423)] [top1_cnt 39262] [top5_cnt 47196] [top_all 50000] +2024-10-15 15:38:34,584 - net_E: 78.524 (94.392) +2024-10-15 15:38:34,741 - Max [top1: 73.826 (epoch: 90)] [top1-ema: 78.570 (epoch: 100)] +2024-10-15 15:38:34,741 - ==> Total time: 15:56:43 Eta: 5 days, 15:54:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 15:38:59,346 - Train: 10.50% [131400/1251000] [105.0/1000.0] [batch_t 0.518 (0.449)] [data_t 0.016] [optim_t 0.502] [lr 0.002920] [CE 4.338 (4.333)] [KD 3.889 (3.841)] +2024-10-15 15:39:21,612 - Train: 10.51% [131450/1251000] [105.1/1000.0] [batch_t 0.496 (0.445)] [data_t 0.016] [optim_t 0.481] [lr 0.002920] [CE 4.324 (4.291)] [KD 4.023 (3.762)] +2024-10-15 15:39:43,102 - Train: 10.51% [131500/1251000] [105.1/1000.0] [batch_t 0.476 (0.430)] [data_t 0.124] [optim_t 0.352] [lr 0.002920] [CE 4.319 (4.299)] [KD 3.707 (3.760)] +2024-10-15 15:40:04,925 - Train: 10.52% [131550/1251000] [105.2/1000.0] [batch_t 0.470 (0.436)] [data_t 0.097] [optim_t 0.373] [lr 0.002920] [CE 4.506 (4.418)] [KD 3.774 (3.845)] +2024-10-15 15:40:26,832 - Train: 10.52% [131600/1251000] [105.2/1000.0] [batch_t 0.485 (0.438)] [data_t 0.015] [optim_t 0.469] [lr 0.002920] [CE 4.269 (4.324)] [KD 3.779 (3.799)] +2024-10-15 15:40:49,335 - Train: 10.52% [131650/1251000] [105.2/1000.0] [batch_t 0.492 (0.450)] [data_t 0.016] [optim_t 0.476] [lr 0.002920] [CE 4.294 (4.336)] [KD 3.709 (3.825)] +2024-10-15 15:41:10,961 - Train: 10.53% [131700/1251000] [105.3/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.002920] [CE 4.276 (4.301)] [KD 3.867 (3.854)] +2024-10-15 15:41:31,885 - Train: 10.53% [131750/1251000] [105.3/1000.0] [batch_t 0.397 (0.418)] [data_t 0.015] [optim_t 0.381] [lr 0.002919] [CE 4.478 (4.400)] [KD 3.787 (3.942)] +2024-10-15 15:41:52,615 - Train: 10.54% [131800/1251000] [105.4/1000.0] [batch_t 0.391 (0.414)] [data_t 0.015] [optim_t 0.376] [lr 0.002919] [CE 4.271 (4.261)] [KD 3.948 (3.814)] +2024-10-15 15:42:13,347 - Train: 10.54% [131850/1251000] [105.4/1000.0] [batch_t 0.413 (0.415)] [data_t 0.015] [optim_t 0.398] [lr 0.002919] [CE 4.649 (4.390)] [KD 3.910 (3.873)] +2024-10-15 15:42:34,898 - Train: 10.54% [131900/1251000] [105.4/1000.0] [batch_t 0.444 (0.431)] [data_t 0.016] [optim_t 0.429] [lr 0.002919] [CE 4.515 (4.329)] [KD 3.845 (3.824)] +2024-10-15 15:42:56,163 - Train: 10.55% [131950/1251000] [105.5/1000.0] [batch_t 0.361 (0.425)] [data_t 0.016] [optim_t 0.346] [lr 0.002919] [CE 4.693 (4.353)] [KD 4.090 (3.805)] +2024-10-15 15:43:17,792 - Train: 10.55% [132000/1251000] [105.5/1000.0] [batch_t 0.368 (0.432)] [data_t 0.016] [optim_t 0.352] [lr 0.002919] [CE 4.696 (4.377)] [KD 4.097 (3.850)] +2024-10-15 15:43:39,338 - Train: 10.56% [132050/1251000] [105.6/1000.0] [batch_t 0.435 (0.431)] [data_t 0.015] [optim_t 0.419] [lr 0.002919] [CE 4.020 (4.310)] [KD 3.758 (3.829)] +2024-10-15 15:44:00,470 - Train: 10.56% [132100/1251000] [105.6/1000.0] [batch_t 0.432 (0.423)] [data_t 0.016] [optim_t 0.417] [lr 0.002919] [CE 4.323 (4.346)] [KD 3.980 (3.880)] +2024-10-15 15:44:22,012 - Train: 10.56% [132150/1251000] [105.6/1000.0] [batch_t 0.427 (0.431)] [data_t 0.015] [optim_t 0.412] [lr 0.002919] [CE 4.228 (4.328)] [KD 3.675 (3.816)] +2024-10-15 15:44:42,901 - Train: 10.57% [132200/1251000] [105.7/1000.0] [batch_t 0.386 (0.418)] [data_t 0.016] [optim_t 0.371] [lr 0.002919] [CE 4.698 (4.370)] [KD 4.044 (3.825)] +2024-10-15 15:45:03,752 - Train: 10.57% [132250/1251000] [105.7/1000.0] [batch_t 0.427 (0.417)] [data_t 0.015] [optim_t 0.411] [lr 0.002919] [CE 3.749 (4.298)] [KD 3.582 (3.838)] +2024-10-15 15:45:25,108 - Train: 10.58% [132300/1251000] [105.8/1000.0] [batch_t 0.376 (0.427)] [data_t 0.015] [optim_t 0.361] [lr 0.002919] [CE 4.327 (4.418)] [KD 3.913 (3.865)] +2024-10-15 15:45:46,158 - Train: 10.58% [132350/1251000] [105.8/1000.0] [batch_t 0.489 (0.421)] [data_t 0.015] [optim_t 0.473] [lr 0.002919] [CE 4.179 (4.323)] [KD 3.682 (3.849)] +2024-10-15 15:46:07,156 - Train: 10.58% [132400/1251000] [105.8/1000.0] [batch_t 0.492 (0.420)] [data_t 0.015] [optim_t 0.477] [lr 0.002919] [CE 3.982 (4.414)] [KD 3.674 (3.934)] +2024-10-15 15:46:28,110 - Train: 10.59% [132450/1251000] [105.9/1000.0] [batch_t 0.387 (0.419)] [data_t 0.016] [optim_t 0.371] [lr 0.002919] [CE 4.207 (4.401)] [KD 3.859 (3.903)] +2024-10-15 15:46:49,025 - Train: 10.59% [132500/1251000] [105.9/1000.0] [batch_t 0.405 (0.418)] [data_t 0.015] [optim_t 0.390] [lr 0.002919] [CE 4.470 (4.436)] [KD 3.857 (3.902)] +2024-10-15 15:47:09,971 - Train: 10.60% [132550/1251000] [106.0/1000.0] [batch_t 0.440 (0.419)] [data_t 0.015] [optim_t 0.424] [lr 0.002918] [CE 3.782 (4.381)] [KD 3.807 (3.886)] +2024-10-15 15:47:30,684 - Train: 10.60% [132600/1251000] [106.0/1000.0] [batch_t 0.362 (0.414)] [data_t 0.015] [optim_t 0.347] [lr 0.002918] [CE 4.279 (4.372)] [KD 3.802 (3.891)] +2024-10-15 15:47:32,840 - ==> Total time: 16:05:41 Eta: 5 days, 15:44:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 15:47:55,594 - Train: 10.60% [132650/1251000] [106.0/1000.0] [batch_t 0.441 (0.479)] [data_t 0.097] [optim_t 0.345] [lr 0.002918] [CE 4.420 (4.386)] [KD 3.697 (3.839)] +2024-10-15 15:48:17,552 - Train: 10.61% [132700/1251000] [106.1/1000.0] [batch_t 0.374 (0.439)] [data_t 0.028] [optim_t 0.346] [lr 0.002918] [CE 4.498 (4.302)] [KD 3.837 (3.857)] +2024-10-15 15:48:39,344 - Train: 10.61% [132750/1251000] [106.1/1000.0] [batch_t 0.359 (0.436)] [data_t 0.015] [optim_t 0.344] [lr 0.002918] [CE 4.251 (4.350)] [KD 3.729 (3.830)] +2024-10-15 15:49:00,576 - Train: 10.62% [132800/1251000] [106.2/1000.0] [batch_t 0.428 (0.425)] [data_t 0.082] [optim_t 0.346] [lr 0.002918] [CE 4.454 (4.335)] [KD 3.766 (3.838)] +2024-10-15 15:49:21,088 - Train: 10.62% [132850/1251000] [106.2/1000.0] [batch_t 0.426 (0.410)] [data_t 0.080] [optim_t 0.346] [lr 0.002918] [CE 4.850 (4.362)] [KD 3.764 (3.808)] +2024-10-15 15:49:42,051 - Train: 10.62% [132900/1251000] [106.2/1000.0] [batch_t 0.364 (0.419)] [data_t 0.015] [optim_t 0.349] [lr 0.002918] [CE 4.658 (4.310)] [KD 3.814 (3.816)] +2024-10-15 15:50:03,511 - Train: 10.63% [132950/1251000] [106.3/1000.0] [batch_t 0.382 (0.429)] [data_t 0.015] [optim_t 0.367] [lr 0.002918] [CE 4.549 (4.336)] [KD 3.997 (3.756)] +2024-10-15 15:50:25,169 - Train: 10.63% [133000/1251000] [106.3/1000.0] [batch_t 0.449 (0.433)] [data_t 0.015] [optim_t 0.434] [lr 0.002918] [CE 4.250 (4.258)] [KD 3.399 (3.763)] +2024-10-15 15:50:46,438 - Train: 10.64% [133050/1251000] [106.4/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.002918] [CE 4.375 (4.318)] [KD 3.786 (3.834)] +2024-10-15 15:51:07,507 - Train: 10.64% [133100/1251000] [106.4/1000.0] [batch_t 0.412 (0.421)] [data_t 0.016] [optim_t 0.397] [lr 0.002918] [CE 4.545 (4.341)] [KD 3.842 (3.788)] +2024-10-15 15:51:28,511 - Train: 10.64% [133150/1251000] [106.4/1000.0] [batch_t 0.397 (0.420)] [data_t 0.015] [optim_t 0.381] [lr 0.002918] [CE 4.664 (4.325)] [KD 3.986 (3.814)] +2024-10-15 15:51:49,768 - Train: 10.65% [133200/1251000] [106.5/1000.0] [batch_t 0.444 (0.425)] [data_t 0.016] [optim_t 0.428] [lr 0.002918] [CE 4.299 (4.370)] [KD 3.935 (3.884)] +2024-10-15 15:52:11,145 - Train: 10.65% [133250/1251000] [106.5/1000.0] [batch_t 0.360 (0.427)] [data_t 0.016] [optim_t 0.345] [lr 0.002918] [CE 4.545 (4.411)] [KD 4.002 (3.910)] +2024-10-15 15:52:32,192 - Train: 10.66% [133300/1251000] [106.6/1000.0] [batch_t 0.363 (0.421)] [data_t 0.015] [optim_t 0.348] [lr 0.002918] [CE 4.610 (4.395)] [KD 3.963 (3.864)] +2024-10-15 15:52:53,705 - Train: 10.66% [133350/1251000] [106.6/1000.0] [batch_t 0.431 (0.430)] [data_t 0.016] [optim_t 0.415] [lr 0.002918] [CE 4.461 (4.424)] [KD 3.921 (3.881)] +2024-10-15 15:53:14,776 - Train: 10.66% [133400/1251000] [106.6/1000.0] [batch_t 0.454 (0.421)] [data_t 0.015] [optim_t 0.438] [lr 0.002917] [CE 4.181 (4.313)] [KD 3.866 (3.861)] +2024-10-15 15:53:35,817 - Train: 10.67% [133450/1251000] [106.7/1000.0] [batch_t 0.412 (0.421)] [data_t 0.015] [optim_t 0.397] [lr 0.002917] [CE 4.513 (4.340)] [KD 3.867 (3.830)] +2024-10-15 15:53:57,404 - Train: 10.67% [133500/1251000] [106.7/1000.0] [batch_t 0.365 (0.432)] [data_t 0.016] [optim_t 0.350] [lr 0.002917] [CE 4.366 (4.387)] [KD 3.716 (3.951)] +2024-10-15 15:54:18,268 - Train: 10.68% [133550/1251000] [106.8/1000.0] [batch_t 0.406 (0.417)] [data_t 0.016] [optim_t 0.390] [lr 0.002917] [CE 4.569 (4.461)] [KD 4.097 (3.926)] +2024-10-15 15:54:39,590 - Train: 10.68% [133600/1251000] [106.8/1000.0] [batch_t 0.443 (0.426)] [data_t 0.015] [optim_t 0.427] [lr 0.002917] [CE 4.835 (4.307)] [KD 3.997 (3.818)] +2024-10-15 15:55:01,530 - Train: 10.68% [133650/1251000] [106.8/1000.0] [batch_t 0.362 (0.439)] [data_t 0.015] [optim_t 0.347] [lr 0.002917] [CE 4.148 (4.355)] [KD 3.971 (3.831)] +2024-10-15 15:55:22,711 - Train: 10.69% [133700/1251000] [106.9/1000.0] [batch_t 0.476 (0.424)] [data_t 0.015] [optim_t 0.460] [lr 0.002917] [CE 4.788 (4.355)] [KD 3.940 (3.885)] +2024-10-15 15:55:43,928 - Train: 10.69% [133750/1251000] [106.9/1000.0] [batch_t 0.434 (0.424)] [data_t 0.015] [optim_t 0.419] [lr 0.002917] [CE 4.177 (4.337)] [KD 3.839 (3.891)] +2024-10-15 15:56:05,723 - Train: 10.70% [133800/1251000] [107.0/1000.0] [batch_t 0.432 (0.436)] [data_t 0.015] [optim_t 0.417] [lr 0.002917] [CE 4.331 (4.355)] [KD 3.899 (3.835)] +2024-10-15 15:56:26,673 - Train: 10.70% [133850/1251000] [107.0/1000.0] [batch_t 0.358 (0.419)] [data_t 0.015] [optim_t 0.342] [lr 0.002917] [CE 4.414 (4.354)] [KD 3.784 (3.884)] +2024-10-15 15:56:29,195 - ==> Total time: 16:14:37 Eta: 5 days, 15:34:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 15:56:52,249 - Train: 10.70% [133900/1251000] [107.0/1000.0] [batch_t 0.473 (0.502)] [data_t 0.015] [optim_t 0.457] [lr 0.002917] [CE 4.391 (4.253)] [KD 3.729 (3.785)] +2024-10-15 15:57:15,511 - Train: 10.71% [133950/1251000] [107.1/1000.0] [batch_t 0.456 (0.465)] [data_t 0.015] [optim_t 0.441] [lr 0.002917] [CE 4.450 (4.469)] [KD 3.807 (3.907)] +2024-10-15 15:57:37,497 - Train: 10.71% [134000/1251000] [107.1/1000.0] [batch_t 0.448 (0.440)] [data_t 0.015] [optim_t 0.432] [lr 0.002917] [CE 3.913 (4.300)] [KD 3.385 (3.764)] +2024-10-15 15:57:58,903 - Train: 10.72% [134050/1251000] [107.2/1000.0] [batch_t 0.504 (0.428)] [data_t 0.016] [optim_t 0.489] [lr 0.002917] [CE 4.613 (4.354)] [KD 3.892 (3.798)] +2024-10-15 15:58:20,738 - Train: 10.72% [134100/1251000] [107.2/1000.0] [batch_t 0.446 (0.437)] [data_t 0.015] [optim_t 0.430] [lr 0.002917] [CE 4.027 (4.351)] [KD 3.713 (3.805)] +2024-10-15 15:58:42,328 - Train: 10.72% [134150/1251000] [107.2/1000.0] [batch_t 0.418 (0.432)] [data_t 0.016] [optim_t 0.402] [lr 0.002917] [CE 4.388 (4.315)] [KD 4.077 (3.819)] +2024-10-15 15:59:04,225 - Train: 10.73% [134200/1251000] [107.3/1000.0] [batch_t 0.469 (0.438)] [data_t 0.015] [optim_t 0.454] [lr 0.002916] [CE 3.815 (4.326)] [KD 3.673 (3.787)] +2024-10-15 15:59:25,451 - Train: 10.73% [134250/1251000] [107.3/1000.0] [batch_t 0.401 (0.424)] [data_t 0.016] [optim_t 0.385] [lr 0.002916] [CE 4.705 (4.389)] [KD 3.960 (3.836)] +2024-10-15 15:59:46,492 - Train: 10.74% [134300/1251000] [107.4/1000.0] [batch_t 0.420 (0.421)] [data_t 0.015] [optim_t 0.405] [lr 0.002916] [CE 4.269 (4.348)] [KD 3.854 (3.799)] +2024-10-15 16:00:07,554 - Train: 10.74% [134350/1251000] [107.4/1000.0] [batch_t 0.443 (0.421)] [data_t 0.015] [optim_t 0.428] [lr 0.002916] [CE 4.116 (4.329)] [KD 3.565 (3.775)] +2024-10-15 16:00:29,678 - Train: 10.74% [134400/1251000] [107.4/1000.0] [batch_t 0.526 (0.442)] [data_t 0.015] [optim_t 0.511] [lr 0.002916] [CE 4.619 (4.358)] [KD 3.973 (3.848)] +2024-10-15 16:00:51,313 - Train: 10.75% [134450/1251000] [107.5/1000.0] [batch_t 0.482 (0.433)] [data_t 0.016] [optim_t 0.467] [lr 0.002916] [CE 4.335 (4.390)] [KD 3.808 (3.873)] +2024-10-15 16:01:12,829 - Train: 10.75% [134500/1251000] [107.5/1000.0] [batch_t 0.419 (0.430)] [data_t 0.016] [optim_t 0.403] [lr 0.002916] [CE 4.625 (4.283)] [KD 4.059 (3.788)] +2024-10-15 16:01:33,883 - Train: 10.76% [134550/1251000] [107.6/1000.0] [batch_t 0.397 (0.421)] [data_t 0.015] [optim_t 0.382] [lr 0.002916] [CE 4.520 (4.320)] [KD 3.767 (3.798)] +2024-10-15 16:01:55,017 - Train: 10.76% [134600/1251000] [107.6/1000.0] [batch_t 0.432 (0.423)] [data_t 0.016] [optim_t 0.417] [lr 0.002916] [CE 3.736 (4.331)] [KD 3.548 (3.766)] +2024-10-15 16:02:16,013 - Train: 10.76% [134650/1251000] [107.6/1000.0] [batch_t 0.393 (0.420)] [data_t 0.015] [optim_t 0.378] [lr 0.002916] [CE 4.640 (4.362)] [KD 4.096 (3.896)] +2024-10-15 16:02:37,399 - Train: 10.77% [134700/1251000] [107.7/1000.0] [batch_t 0.438 (0.428)] [data_t 0.015] [optim_t 0.423] [lr 0.002916] [CE 4.308 (4.339)] [KD 3.830 (3.882)] +2024-10-15 16:02:58,885 - Train: 10.77% [134750/1251000] [107.7/1000.0] [batch_t 0.404 (0.430)] [data_t 0.015] [optim_t 0.389] [lr 0.002916] [CE 4.314 (4.368)] [KD 4.168 (3.917)] +2024-10-15 16:03:20,754 - Train: 10.78% [134800/1251000] [107.8/1000.0] [batch_t 0.391 (0.437)] [data_t 0.015] [optim_t 0.375] [lr 0.002916] [CE 4.183 (4.396)] [KD 3.917 (3.854)] +2024-10-15 16:03:43,135 - Train: 10.78% [134850/1251000] [107.8/1000.0] [batch_t 0.360 (0.447)] [data_t 0.015] [optim_t 0.345] [lr 0.002916] [CE 3.669 (4.359)] [KD 3.747 (3.897)] +2024-10-15 16:04:05,137 - Train: 10.78% [134900/1251000] [107.8/1000.0] [batch_t 0.530 (0.440)] [data_t 0.015] [optim_t 0.514] [lr 0.002916] [CE 4.384 (4.334)] [KD 3.862 (3.885)] +2024-10-15 16:04:26,139 - Train: 10.79% [134950/1251000] [107.9/1000.0] [batch_t 0.383 (0.420)] [data_t 0.015] [optim_t 0.367] [lr 0.002916] [CE 4.405 (4.378)] [KD 3.927 (3.903)] +2024-10-15 16:04:48,389 - Train: 10.79% [135000/1251000] [107.9/1000.0] [batch_t 0.405 (0.445)] [data_t 0.016] [optim_t 0.389] [lr 0.002915] [CE 4.295 (4.366)] [KD 4.058 (3.876)] +2024-10-15 16:05:09,842 - Train: 10.80% [135050/1251000] [108.0/1000.0] [batch_t 0.395 (0.429)] [data_t 0.015] [optim_t 0.380] [lr 0.002915] [CE 3.572 (4.344)] [KD 3.449 (3.825)] +2024-10-15 16:05:30,344 - Train: 10.80% [135100/1251000] [108.0/1000.0] [batch_t 0.362 (0.410)] [data_t 0.015] [optim_t 0.347] [lr 0.002915] [CE 3.958 (4.347)] [KD 3.828 (3.918)] +2024-10-15 16:05:33,211 - ==> Total time: 16:23:41 Eta: 5 days, 15:24:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 16:05:55,594 - Train: 10.80% [135150/1251000] [108.0/1000.0] [batch_t 0.361 (0.499)] [data_t 0.015] [optim_t 0.346] [lr 0.002915] [CE 4.459 (4.276)] [KD 4.063 (3.799)] +2024-10-15 16:06:17,260 - Train: 10.81% [135200/1251000] [108.1/1000.0] [batch_t 0.457 (0.433)] [data_t 0.015] [optim_t 0.441] [lr 0.002915] [CE 4.294 (4.314)] [KD 3.920 (3.787)] +2024-10-15 16:06:39,067 - Train: 10.81% [135250/1251000] [108.1/1000.0] [batch_t 0.364 (0.436)] [data_t 0.016] [optim_t 0.348] [lr 0.002915] [CE 4.398 (4.339)] [KD 3.999 (3.802)] +2024-10-15 16:07:00,664 - Train: 10.82% [135300/1251000] [108.2/1000.0] [batch_t 0.485 (0.432)] [data_t 0.016] [optim_t 0.470] [lr 0.002915] [CE 3.947 (4.331)] [KD 3.628 (3.855)] +2024-10-15 16:07:21,733 - Train: 10.82% [135350/1251000] [108.2/1000.0] [batch_t 0.432 (0.421)] [data_t 0.015] [optim_t 0.416] [lr 0.002915] [CE 4.686 (4.342)] [KD 4.073 (3.812)] +2024-10-15 16:07:42,776 - Train: 10.82% [135400/1251000] [108.2/1000.0] [batch_t 0.437 (0.421)] [data_t 0.015] [optim_t 0.422] [lr 0.002915] [CE 3.903 (4.334)] [KD 3.806 (3.791)] +2024-10-15 16:08:03,849 - Train: 10.83% [135450/1251000] [108.3/1000.0] [batch_t 0.495 (0.421)] [data_t 0.016] [optim_t 0.479] [lr 0.002915] [CE 4.080 (4.327)] [KD 3.754 (3.793)] +2024-10-15 16:08:25,193 - Train: 10.83% [135500/1251000] [108.3/1000.0] [batch_t 0.361 (0.427)] [data_t 0.015] [optim_t 0.345] [lr 0.002915] [CE 4.059 (4.340)] [KD 3.648 (3.787)] +2024-10-15 16:08:46,639 - Train: 10.84% [135550/1251000] [108.4/1000.0] [batch_t 0.414 (0.429)] [data_t 0.039] [optim_t 0.375] [lr 0.002915] [CE 4.724 (4.383)] [KD 3.736 (3.882)] +2024-10-15 16:09:08,334 - Train: 10.84% [135600/1251000] [108.4/1000.0] [batch_t 0.443 (0.434)] [data_t 0.100] [optim_t 0.344] [lr 0.002915] [CE 4.801 (4.367)] [KD 3.977 (3.903)] +2024-10-15 16:09:29,775 - Train: 10.84% [135650/1251000] [108.4/1000.0] [batch_t 0.477 (0.429)] [data_t 0.133] [optim_t 0.344] [lr 0.002915] [CE 4.015 (4.375)] [KD 3.858 (3.833)] +2024-10-15 16:09:51,098 - Train: 10.85% [135700/1251000] [108.5/1000.0] [batch_t 0.389 (0.426)] [data_t 0.047] [optim_t 0.343] [lr 0.002915] [CE 4.243 (4.266)] [KD 4.086 (3.874)] +2024-10-15 16:10:12,372 - Train: 10.85% [135750/1251000] [108.5/1000.0] [batch_t 0.465 (0.425)] [data_t 0.121] [optim_t 0.344] [lr 0.002915] [CE 5.018 (4.278)] [KD 3.945 (3.805)] +2024-10-15 16:10:33,749 - Train: 10.86% [135800/1251000] [108.6/1000.0] [batch_t 0.443 (0.427)] [data_t 0.100] [optim_t 0.343] [lr 0.002914] [CE 3.829 (4.269)] [KD 3.569 (3.778)] +2024-10-15 16:10:55,277 - Train: 10.86% [135850/1251000] [108.6/1000.0] [batch_t 0.450 (0.430)] [data_t 0.105] [optim_t 0.346] [lr 0.002914] [CE 4.722 (4.331)] [KD 3.910 (3.787)] +2024-10-15 16:11:16,735 - Train: 10.86% [135900/1251000] [108.6/1000.0] [batch_t 0.472 (0.429)] [data_t 0.126] [optim_t 0.346] [lr 0.002914] [CE 4.176 (4.353)] [KD 3.717 (3.813)] +2024-10-15 16:11:38,107 - Train: 10.87% [135950/1251000] [108.7/1000.0] [batch_t 0.542 (0.427)] [data_t 0.198] [optim_t 0.344] [lr 0.002914] [CE 3.831 (4.320)] [KD 3.794 (3.862)] +2024-10-15 16:11:59,623 - Train: 10.87% [136000/1251000] [108.7/1000.0] [batch_t 0.402 (0.430)] [data_t 0.056] [optim_t 0.345] [lr 0.002914] [CE 4.513 (4.268)] [KD 3.823 (3.777)] +2024-10-15 16:12:21,338 - Train: 10.88% [136050/1251000] [108.8/1000.0] [batch_t 0.474 (0.434)] [data_t 0.129] [optim_t 0.345] [lr 0.002914] [CE 3.940 (4.302)] [KD 3.819 (3.770)] +2024-10-15 16:12:43,083 - Train: 10.88% [136100/1251000] [108.8/1000.0] [batch_t 0.432 (0.435)] [data_t 0.089] [optim_t 0.343] [lr 0.002914] [CE 4.291 (4.359)] [KD 3.795 (3.867)] +2024-10-15 16:13:04,573 - Train: 10.88% [136150/1251000] [108.8/1000.0] [batch_t 0.486 (0.430)] [data_t 0.140] [optim_t 0.346] [lr 0.002914] [CE 4.585 (4.414)] [KD 3.891 (3.914)] +2024-10-15 16:13:25,817 - Train: 10.89% [136200/1251000] [108.9/1000.0] [batch_t 0.509 (0.425)] [data_t 0.069] [optim_t 0.440] [lr 0.002914] [CE 4.575 (4.348)] [KD 4.271 (3.912)] +2024-10-15 16:13:47,058 - Train: 10.89% [136250/1251000] [108.9/1000.0] [batch_t 0.367 (0.425)] [data_t 0.023] [optim_t 0.344] [lr 0.002914] [CE 4.223 (4.338)] [KD 3.808 (3.810)] +2024-10-15 16:14:08,005 - Train: 10.90% [136300/1251000] [109.0/1000.0] [batch_t 0.364 (0.419)] [data_t 0.018] [optim_t 0.346] [lr 0.002914] [CE 4.806 (4.365)] [KD 4.136 (3.884)] +2024-10-15 16:14:29,413 - Train: 10.90% [136350/1251000] [109.0/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.345] [lr 0.002914] [CE 4.094 (4.312)] [KD 3.795 (3.815)] +2024-10-15 16:14:32,650 - ==> Total time: 16:32:41 Eta: 5 days, 15:14:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 16:14:54,682 - Train: 10.90% [136400/1251000] [109.0/1000.0] [batch_t 0.363 (0.497)] [data_t 0.015] [optim_t 0.348] [lr 0.002914] [CE 4.469 (4.299)] [KD 3.789 (3.703)] +2024-10-15 16:15:15,625 - Train: 10.91% [136450/1251000] [109.1/1000.0] [batch_t 0.424 (0.419)] [data_t 0.080] [optim_t 0.345] [lr 0.002914] [CE 4.186 (4.417)] [KD 3.671 (3.849)] +2024-10-15 16:15:36,993 - Train: 10.91% [136500/1251000] [109.1/1000.0] [batch_t 0.360 (0.427)] [data_t 0.016] [optim_t 0.345] [lr 0.002914] [CE 4.509 (4.275)] [KD 3.874 (3.733)] +2024-10-15 16:15:58,448 - Train: 10.92% [136550/1251000] [109.2/1000.0] [batch_t 0.396 (0.429)] [data_t 0.051] [optim_t 0.345] [lr 0.002914] [CE 3.422 (4.334)] [KD 3.311 (3.815)] +2024-10-15 16:16:20,095 - Train: 10.92% [136600/1251000] [109.2/1000.0] [batch_t 0.458 (0.433)] [data_t 0.086] [optim_t 0.372] [lr 0.002913] [CE 4.487 (4.275)] [KD 3.746 (3.744)] +2024-10-15 16:16:41,568 - Train: 10.92% [136650/1251000] [109.2/1000.0] [batch_t 0.421 (0.429)] [data_t 0.015] [optim_t 0.406] [lr 0.002913] [CE 4.221 (4.316)] [KD 3.910 (3.809)] +2024-10-15 16:17:02,625 - Train: 10.93% [136700/1251000] [109.3/1000.0] [batch_t 0.365 (0.421)] [data_t 0.016] [optim_t 0.350] [lr 0.002913] [CE 4.483 (4.318)] [KD 3.925 (3.785)] +2024-10-15 16:17:24,163 - Train: 10.93% [136750/1251000] [109.3/1000.0] [batch_t 0.378 (0.431)] [data_t 0.016] [optim_t 0.363] [lr 0.002913] [CE 3.556 (4.372)] [KD 3.323 (3.811)] +2024-10-15 16:17:45,328 - Train: 10.94% [136800/1251000] [109.4/1000.0] [batch_t 0.480 (0.423)] [data_t 0.015] [optim_t 0.465] [lr 0.002913] [CE 4.379 (4.395)] [KD 3.620 (3.892)] +2024-10-15 16:18:06,587 - Train: 10.94% [136850/1251000] [109.4/1000.0] [batch_t 0.409 (0.425)] [data_t 0.016] [optim_t 0.393] [lr 0.002913] [CE 5.051 (4.384)] [KD 3.650 (3.821)] +2024-10-15 16:18:27,488 - Train: 10.94% [136900/1251000] [109.4/1000.0] [batch_t 0.405 (0.418)] [data_t 0.015] [optim_t 0.390] [lr 0.002913] [CE 3.855 (4.267)] [KD 3.658 (3.795)] +2024-10-15 16:18:48,371 - Train: 10.95% [136950/1251000] [109.5/1000.0] [batch_t 0.418 (0.418)] [data_t 0.015] [optim_t 0.403] [lr 0.002913] [CE 4.559 (4.305)] [KD 3.980 (3.859)] +2024-10-15 16:19:09,394 - Train: 10.95% [137000/1251000] [109.5/1000.0] [batch_t 0.382 (0.420)] [data_t 0.016] [optim_t 0.367] [lr 0.002913] [CE 4.468 (4.385)] [KD 4.049 (3.937)] +2024-10-15 16:19:30,556 - Train: 10.96% [137050/1251000] [109.6/1000.0] [batch_t 0.418 (0.423)] [data_t 0.016] [optim_t 0.402] [lr 0.002913] [CE 4.457 (4.321)] [KD 3.988 (3.828)] +2024-10-15 16:19:51,882 - Train: 10.96% [137100/1251000] [109.6/1000.0] [batch_t 0.473 (0.426)] [data_t 0.015] [optim_t 0.457] [lr 0.002913] [CE 4.544 (4.295)] [KD 3.867 (3.829)] +2024-10-15 16:20:13,345 - Train: 10.96% [137150/1251000] [109.6/1000.0] [batch_t 0.475 (0.429)] [data_t 0.015] [optim_t 0.460] [lr 0.002913] [CE 4.556 (4.384)] [KD 4.097 (3.859)] +2024-10-15 16:20:35,213 - Train: 10.97% [137200/1251000] [109.7/1000.0] [batch_t 0.364 (0.437)] [data_t 0.016] [optim_t 0.348] [lr 0.002913] [CE 4.012 (4.385)] [KD 3.740 (3.880)] +2024-10-15 16:20:56,785 - Train: 10.97% [137250/1251000] [109.7/1000.0] [batch_t 0.437 (0.431)] [data_t 0.015] [optim_t 0.422] [lr 0.002913] [CE 4.675 (4.271)] [KD 4.070 (3.771)] +2024-10-15 16:21:18,358 - Train: 10.98% [137300/1251000] [109.8/1000.0] [batch_t 0.404 (0.431)] [data_t 0.015] [optim_t 0.388] [lr 0.002913] [CE 4.014 (4.368)] [KD 3.809 (3.864)] +2024-10-15 16:21:40,004 - Train: 10.98% [137350/1251000] [109.8/1000.0] [batch_t 0.392 (0.433)] [data_t 0.016] [optim_t 0.377] [lr 0.002913] [CE 4.567 (4.404)] [KD 3.797 (3.877)] +2024-10-15 16:22:01,242 - Train: 10.98% [137400/1251000] [109.8/1000.0] [batch_t 0.428 (0.425)] [data_t 0.015] [optim_t 0.412] [lr 0.002912] [CE 4.307 (4.393)] [KD 3.967 (3.812)] +2024-10-15 16:22:22,703 - Train: 10.99% [137450/1251000] [109.9/1000.0] [batch_t 0.381 (0.429)] [data_t 0.016] [optim_t 0.366] [lr 0.002912] [CE 4.469 (4.360)] [KD 3.899 (3.849)] +2024-10-15 16:22:44,424 - Train: 10.99% [137500/1251000] [109.9/1000.0] [batch_t 0.480 (0.434)] [data_t 0.015] [optim_t 0.465] [lr 0.002912] [CE 4.272 (4.413)] [KD 3.764 (3.838)] +2024-10-15 16:23:05,847 - Train: 11.00% [137550/1251000] [110.0/1000.0] [batch_t 0.366 (0.428)] [data_t 0.015] [optim_t 0.351] [lr 0.002912] [CE 4.571 (4.336)] [KD 3.814 (3.834)] +2024-10-15 16:23:27,779 - Train: 11.00% [137600/1251000] [110.0/1000.0] [batch_t 0.356 (0.439)] [data_t 0.015] [optim_t 0.341] [lr 0.002912] [CE 4.760 (4.312)] [KD 4.396 (3.870)] +2024-10-15 16:23:52,611 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 36722] [top5_cnt 45950] [top_all 50000] +2024-10-15 16:23:52,611 - net: 73.444 (91.900) +2024-10-15 16:24:13,575 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 39296] [top5_cnt 47229] [top_all 50000] +2024-10-15 16:24:13,575 - net_E: 78.592 (94.458) +2024-10-15 16:24:13,711 - Max [top1: 73.826 (epoch: 90)] [top1-ema: 78.592 (epoch: 110)] +2024-10-15 16:24:13,712 - ==> Total time: 16:42:22 Eta: 5 days, 15:10:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 16:24:36,474 - Train: 11.00% [137650/1251000] [110.0/1000.0] [batch_t 0.364 (0.461)] [data_t 0.015] [optim_t 0.349] [lr 0.002912] [CE 4.644 (4.276)] [KD 3.998 (3.792)] +2024-10-15 16:24:59,090 - Train: 11.01% [137700/1251000] [110.1/1000.0] [batch_t 0.473 (0.452)] [data_t 0.016] [optim_t 0.457] [lr 0.002912] [CE 4.390 (4.295)] [KD 3.598 (3.701)] +2024-10-15 16:25:21,208 - Train: 11.01% [137750/1251000] [110.1/1000.0] [batch_t 0.483 (0.442)] [data_t 0.015] [optim_t 0.468] [lr 0.002912] [CE 4.471 (4.342)] [KD 4.107 (3.778)] +2024-10-15 16:25:43,439 - Train: 11.02% [137800/1251000] [110.2/1000.0] [batch_t 0.410 (0.445)] [data_t 0.016] [optim_t 0.395] [lr 0.002912] [CE 4.291 (4.362)] [KD 3.889 (3.882)] +2024-10-15 16:26:05,737 - Train: 11.02% [137850/1251000] [110.2/1000.0] [batch_t 0.402 (0.446)] [data_t 0.016] [optim_t 0.387] [lr 0.002912] [CE 4.531 (4.338)] [KD 3.617 (3.795)] +2024-10-15 16:26:28,228 - Train: 11.02% [137900/1251000] [110.2/1000.0] [batch_t 0.451 (0.450)] [data_t 0.015] [optim_t 0.436] [lr 0.002912] [CE 4.543 (4.360)] [KD 3.716 (3.798)] +2024-10-15 16:26:50,536 - Train: 11.03% [137950/1251000] [110.3/1000.0] [batch_t 0.478 (0.446)] [data_t 0.015] [optim_t 0.463] [lr 0.002912] [CE 4.142 (4.326)] [KD 3.752 (3.793)] +2024-10-15 16:27:11,121 - Train: 11.03% [138000/1251000] [110.3/1000.0] [batch_t 0.413 (0.412)] [data_t 0.015] [optim_t 0.397] [lr 0.002912] [CE 4.106 (4.337)] [KD 3.560 (3.828)] +2024-10-15 16:27:31,764 - Train: 11.04% [138050/1251000] [110.4/1000.0] [batch_t 0.476 (0.413)] [data_t 0.015] [optim_t 0.461] [lr 0.002912] [CE 4.756 (4.305)] [KD 4.005 (3.760)] +2024-10-15 16:27:53,347 - Train: 11.04% [138100/1251000] [110.4/1000.0] [batch_t 0.440 (0.432)] [data_t 0.015] [optim_t 0.424] [lr 0.002912] [CE 4.600 (4.357)] [KD 3.798 (3.846)] +2024-10-15 16:28:14,369 - Train: 11.04% [138150/1251000] [110.4/1000.0] [batch_t 0.434 (0.420)] [data_t 0.015] [optim_t 0.419] [lr 0.002912] [CE 4.425 (4.379)] [KD 3.885 (3.908)] +2024-10-15 16:28:34,967 - Train: 11.05% [138200/1251000] [110.5/1000.0] [batch_t 0.436 (0.412)] [data_t 0.015] [optim_t 0.421] [lr 0.002911] [CE 4.967 (4.347)] [KD 4.196 (3.868)] +2024-10-15 16:28:56,343 - Train: 11.05% [138250/1251000] [110.5/1000.0] [batch_t 0.448 (0.427)] [data_t 0.015] [optim_t 0.432] [lr 0.002911] [CE 4.500 (4.372)] [KD 3.757 (3.784)] +2024-10-15 16:29:17,473 - Train: 11.06% [138300/1251000] [110.6/1000.0] [batch_t 0.399 (0.422)] [data_t 0.015] [optim_t 0.384] [lr 0.002911] [CE 4.289 (4.301)] [KD 3.797 (3.807)] +2024-10-15 16:29:39,369 - Train: 11.06% [138350/1251000] [110.6/1000.0] [batch_t 0.438 (0.438)] [data_t 0.016] [optim_t 0.423] [lr 0.002911] [CE 4.291 (4.395)] [KD 4.159 (3.883)] +2024-10-15 16:30:01,156 - Train: 11.06% [138400/1251000] [110.6/1000.0] [batch_t 0.456 (0.436)] [data_t 0.016] [optim_t 0.440] [lr 0.002911] [CE 4.178 (4.354)] [KD 3.945 (3.904)] +2024-10-15 16:30:22,492 - Train: 11.07% [138450/1251000] [110.7/1000.0] [batch_t 0.476 (0.427)] [data_t 0.015] [optim_t 0.461] [lr 0.002911] [CE 4.417 (4.397)] [KD 3.878 (3.850)] +2024-10-15 16:30:43,852 - Train: 11.07% [138500/1251000] [110.7/1000.0] [batch_t 0.431 (0.427)] [data_t 0.016] [optim_t 0.415] [lr 0.002911] [CE 4.585 (4.339)] [KD 3.982 (3.810)] +2024-10-15 16:31:05,458 - Train: 11.08% [138550/1251000] [110.8/1000.0] [batch_t 0.446 (0.432)] [data_t 0.015] [optim_t 0.430] [lr 0.002911] [CE 4.065 (4.358)] [KD 3.644 (3.848)] +2024-10-15 16:31:26,912 - Train: 11.08% [138600/1251000] [110.8/1000.0] [batch_t 0.381 (0.429)] [data_t 0.015] [optim_t 0.366] [lr 0.002911] [CE 4.010 (4.348)] [KD 3.336 (3.868)] +2024-10-15 16:31:48,246 - Train: 11.08% [138650/1251000] [110.8/1000.0] [batch_t 0.432 (0.427)] [data_t 0.016] [optim_t 0.417] [lr 0.002911] [CE 4.355 (4.281)] [KD 3.859 (3.804)] +2024-10-15 16:32:09,372 - Train: 11.09% [138700/1251000] [110.9/1000.0] [batch_t 0.460 (0.422)] [data_t 0.113] [optim_t 0.347] [lr 0.002911] [CE 4.376 (4.311)] [KD 3.855 (3.835)] +2024-10-15 16:32:30,498 - Train: 11.09% [138750/1251000] [110.9/1000.0] [batch_t 0.400 (0.422)] [data_t 0.057] [optim_t 0.342] [lr 0.002911] [CE 4.710 (4.407)] [KD 4.262 (3.908)] +2024-10-15 16:32:52,269 - Train: 11.10% [138800/1251000] [111.0/1000.0] [batch_t 0.478 (0.435)] [data_t 0.134] [optim_t 0.345] [lr 0.002911] [CE 4.032 (4.294)] [KD 3.637 (3.793)] +2024-10-15 16:33:14,654 - Train: 11.10% [138850/1251000] [111.0/1000.0] [batch_t 0.361 (0.448)] [data_t 0.015] [optim_t 0.346] [lr 0.002911] [CE 4.049 (4.262)] [KD 3.779 (3.788)] +2024-10-15 16:33:18,635 - ==> Total time: 16:51:27 Eta: 5 days, 15:00:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 16:33:40,487 - Train: 11.10% [138900/1251000] [111.0/1000.0] [batch_t 0.443 (0.519)] [data_t 0.015] [optim_t 0.427] [lr 0.002911] [CE 4.101 (4.350)] [KD 3.849 (3.815)] +2024-10-15 16:34:02,628 - Train: 11.11% [138950/1251000] [111.1/1000.0] [batch_t 0.491 (0.443)] [data_t 0.015] [optim_t 0.476] [lr 0.002911] [CE 4.390 (4.358)] [KD 3.641 (3.790)] +2024-10-15 16:34:24,297 - Train: 11.11% [139000/1251000] [111.1/1000.0] [batch_t 0.455 (0.433)] [data_t 0.015] [optim_t 0.439] [lr 0.002910] [CE 3.836 (4.318)] [KD 3.552 (3.788)] +2024-10-15 16:34:45,360 - Train: 11.12% [139050/1251000] [111.2/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.347] [lr 0.002910] [CE 4.146 (4.324)] [KD 3.714 (3.777)] +2024-10-15 16:35:06,703 - Train: 11.12% [139100/1251000] [111.2/1000.0] [batch_t 0.431 (0.427)] [data_t 0.015] [optim_t 0.416] [lr 0.002910] [CE 4.709 (4.376)] [KD 4.121 (3.838)] +2024-10-15 16:35:28,815 - Train: 11.12% [139150/1251000] [111.2/1000.0] [batch_t 0.408 (0.442)] [data_t 0.015] [optim_t 0.393] [lr 0.002910] [CE 4.065 (4.285)] [KD 3.708 (3.800)] +2024-10-15 16:35:50,827 - Train: 11.13% [139200/1251000] [111.3/1000.0] [batch_t 0.388 (0.440)] [data_t 0.015] [optim_t 0.373] [lr 0.002910] [CE 4.079 (4.344)] [KD 3.847 (3.762)] +2024-10-15 16:36:11,378 - Train: 11.13% [139250/1251000] [111.3/1000.0] [batch_t 0.364 (0.411)] [data_t 0.015] [optim_t 0.348] [lr 0.002910] [CE 4.305 (4.407)] [KD 3.767 (3.848)] +2024-10-15 16:36:32,115 - Train: 11.14% [139300/1251000] [111.4/1000.0] [batch_t 0.516 (0.415)] [data_t 0.015] [optim_t 0.501] [lr 0.002910] [CE 4.567 (4.373)] [KD 3.655 (3.835)] +2024-10-15 16:36:53,865 - Train: 11.14% [139350/1251000] [111.4/1000.0] [batch_t 0.413 (0.435)] [data_t 0.015] [optim_t 0.398] [lr 0.002910] [CE 4.367 (4.381)] [KD 3.783 (3.780)] +2024-10-15 16:37:15,328 - Train: 11.14% [139400/1251000] [111.4/1000.0] [batch_t 0.418 (0.429)] [data_t 0.016] [optim_t 0.402] [lr 0.002910] [CE 4.470 (4.342)] [KD 3.822 (3.796)] +2024-10-15 16:37:36,687 - Train: 11.15% [139450/1251000] [111.5/1000.0] [batch_t 0.368 (0.427)] [data_t 0.015] [optim_t 0.352] [lr 0.002910] [CE 4.618 (4.364)] [KD 3.777 (3.781)] +2024-10-15 16:37:58,137 - Train: 11.15% [139500/1251000] [111.5/1000.0] [batch_t 0.438 (0.429)] [data_t 0.015] [optim_t 0.423] [lr 0.002910] [CE 4.775 (4.326)] [KD 3.769 (3.768)] +2024-10-15 16:38:19,306 - Train: 11.16% [139550/1251000] [111.6/1000.0] [batch_t 0.445 (0.423)] [data_t 0.015] [optim_t 0.429] [lr 0.002910] [CE 4.239 (4.287)] [KD 3.726 (3.756)] +2024-10-15 16:38:40,898 - Train: 11.16% [139600/1251000] [111.6/1000.0] [batch_t 0.449 (0.432)] [data_t 0.015] [optim_t 0.433] [lr 0.002910] [CE 4.476 (4.379)] [KD 3.908 (3.831)] +2024-10-15 16:39:02,240 - Train: 11.16% [139650/1251000] [111.6/1000.0] [batch_t 0.442 (0.427)] [data_t 0.015] [optim_t 0.427] [lr 0.002910] [CE 4.510 (4.313)] [KD 3.980 (3.820)] +2024-10-15 16:39:24,298 - Train: 11.17% [139700/1251000] [111.7/1000.0] [batch_t 0.374 (0.441)] [data_t 0.016] [optim_t 0.358] [lr 0.002910] [CE 3.933 (4.385)] [KD 3.710 (3.899)] +2024-10-15 16:39:46,023 - Train: 11.17% [139750/1251000] [111.7/1000.0] [batch_t 0.372 (0.434)] [data_t 0.015] [optim_t 0.357] [lr 0.002909] [CE 4.540 (4.382)] [KD 3.776 (3.900)] +2024-10-15 16:40:08,012 - Train: 11.18% [139800/1251000] [111.8/1000.0] [batch_t 0.361 (0.440)] [data_t 0.015] [optim_t 0.345] [lr 0.002909] [CE 4.508 (4.353)] [KD 4.182 (3.810)] +2024-10-15 16:40:29,113 - Train: 11.18% [139850/1251000] [111.8/1000.0] [batch_t 0.503 (0.422)] [data_t 0.015] [optim_t 0.487] [lr 0.002909] [CE 4.091 (4.338)] [KD 3.662 (3.891)] +2024-10-15 16:40:50,755 - Train: 11.18% [139900/1251000] [111.8/1000.0] [batch_t 0.470 (0.433)] [data_t 0.015] [optim_t 0.454] [lr 0.002909] [CE 4.170 (4.258)] [KD 3.903 (3.864)] +2024-10-15 16:41:12,114 - Train: 11.19% [139950/1251000] [111.9/1000.0] [batch_t 0.448 (0.427)] [data_t 0.015] [optim_t 0.433] [lr 0.002909] [CE 4.725 (4.392)] [KD 3.740 (3.831)] +2024-10-15 16:41:33,703 - Train: 11.19% [140000/1251000] [111.9/1000.0] [batch_t 0.473 (0.432)] [data_t 0.016] [optim_t 0.458] [lr 0.002909] [CE 4.638 (4.321)] [KD 3.839 (3.795)] +2024-10-15 16:41:55,585 - Train: 11.20% [140050/1251000] [112.0/1000.0] [batch_t 0.428 (0.438)] [data_t 0.015] [optim_t 0.412] [lr 0.002909] [CE 3.878 (4.371)] [KD 3.848 (3.783)] +2024-10-15 16:42:17,046 - Train: 11.20% [140100/1251000] [112.0/1000.0] [batch_t 0.358 (0.429)] [data_t 0.015] [optim_t 0.343] [lr 0.002909] [CE 4.312 (4.334)] [KD 3.842 (3.799)] +2024-10-15 16:42:21,355 - ==> Total time: 17:00:29 Eta: 5 days, 14:51:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 16:42:42,971 - Train: 11.20% [140150/1251000] [112.0/1000.0] [batch_t 0.569 (0.526)] [data_t 0.015] [optim_t 0.554] [lr 0.002909] [CE 4.648 (4.389)] [KD 3.876 (3.867)] +2024-10-15 16:43:04,887 - Train: 11.21% [140200/1251000] [112.1/1000.0] [batch_t 0.375 (0.438)] [data_t 0.015] [optim_t 0.360] [lr 0.002909] [CE 4.308 (4.333)] [KD 3.815 (3.797)] +2024-10-15 16:43:26,838 - Train: 11.21% [140250/1251000] [112.1/1000.0] [batch_t 0.464 (0.439)] [data_t 0.015] [optim_t 0.449] [lr 0.002909] [CE 4.182 (4.260)] [KD 3.576 (3.682)] +2024-10-15 16:43:49,101 - Train: 11.22% [140300/1251000] [112.2/1000.0] [batch_t 0.452 (0.445)] [data_t 0.015] [optim_t 0.436] [lr 0.002909] [CE 4.067 (4.322)] [KD 3.687 (3.780)] +2024-10-15 16:44:09,978 - Train: 11.22% [140350/1251000] [112.2/1000.0] [batch_t 0.416 (0.417)] [data_t 0.016] [optim_t 0.401] [lr 0.002909] [CE 4.296 (4.334)] [KD 3.809 (3.759)] +2024-10-15 16:44:30,965 - Train: 11.22% [140400/1251000] [112.2/1000.0] [batch_t 0.413 (0.420)] [data_t 0.016] [optim_t 0.398] [lr 0.002909] [CE 4.575 (4.393)] [KD 3.773 (3.846)] +2024-10-15 16:44:51,809 - Train: 11.23% [140450/1251000] [112.3/1000.0] [batch_t 0.532 (0.417)] [data_t 0.015] [optim_t 0.517] [lr 0.002909] [CE 4.204 (4.304)] [KD 3.936 (3.835)] +2024-10-15 16:45:13,197 - Train: 11.23% [140500/1251000] [112.3/1000.0] [batch_t 0.466 (0.428)] [data_t 0.015] [optim_t 0.451] [lr 0.002909] [CE 4.655 (4.279)] [KD 3.882 (3.780)] +2024-10-15 16:45:34,817 - Train: 11.24% [140550/1251000] [112.4/1000.0] [batch_t 0.474 (0.432)] [data_t 0.015] [optim_t 0.459] [lr 0.002908] [CE 4.125 (4.347)] [KD 3.630 (3.835)] +2024-10-15 16:45:55,937 - Train: 11.24% [140600/1251000] [112.4/1000.0] [batch_t 0.365 (0.422)] [data_t 0.015] [optim_t 0.350] [lr 0.002908] [CE 4.580 (4.303)] [KD 3.874 (3.780)] +2024-10-15 16:46:17,258 - Train: 11.24% [140650/1251000] [112.4/1000.0] [batch_t 0.395 (0.426)] [data_t 0.015] [optim_t 0.380] [lr 0.002908] [CE 4.272 (4.361)] [KD 3.736 (3.796)] +2024-10-15 16:46:38,495 - Train: 11.25% [140700/1251000] [112.5/1000.0] [batch_t 0.420 (0.425)] [data_t 0.016] [optim_t 0.404] [lr 0.002908] [CE 3.892 (4.315)] [KD 3.715 (3.808)] +2024-10-15 16:46:59,943 - Train: 11.25% [140750/1251000] [112.5/1000.0] [batch_t 0.451 (0.429)] [data_t 0.015] [optim_t 0.436] [lr 0.002908] [CE 4.448 (4.318)] [KD 3.893 (3.841)] +2024-10-15 16:47:21,714 - Train: 11.25% [140800/1251000] [112.5/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.348] [lr 0.002908] [CE 3.733 (4.366)] [KD 3.331 (3.849)] +2024-10-15 16:47:43,194 - Train: 11.26% [140850/1251000] [112.6/1000.0] [batch_t 0.565 (0.430)] [data_t 0.015] [optim_t 0.549] [lr 0.002908] [CE 4.716 (4.345)] [KD 3.932 (3.856)] +2024-10-15 16:48:04,087 - Train: 11.26% [140900/1251000] [112.6/1000.0] [batch_t 0.407 (0.418)] [data_t 0.015] [optim_t 0.392] [lr 0.002908] [CE 4.479 (4.415)] [KD 3.793 (3.842)] +2024-10-15 16:48:25,415 - Train: 11.27% [140950/1251000] [112.7/1000.0] [batch_t 0.487 (0.426)] [data_t 0.016] [optim_t 0.471] [lr 0.002908] [CE 4.389 (4.422)] [KD 3.533 (3.852)] +2024-10-15 16:48:46,939 - Train: 11.27% [141000/1251000] [112.7/1000.0] [batch_t 0.444 (0.430)] [data_t 0.015] [optim_t 0.429] [lr 0.002908] [CE 4.779 (4.343)] [KD 3.948 (3.879)] +2024-10-15 16:49:08,770 - Train: 11.27% [141050/1251000] [112.7/1000.0] [batch_t 0.431 (0.437)] [data_t 0.015] [optim_t 0.415] [lr 0.002908] [CE 4.315 (4.379)] [KD 3.825 (3.947)] +2024-10-15 16:49:30,336 - Train: 11.28% [141100/1251000] [112.8/1000.0] [batch_t 0.413 (0.431)] [data_t 0.015] [optim_t 0.397] [lr 0.002908] [CE 4.032 (4.349)] [KD 3.818 (3.872)] +2024-10-15 16:49:51,770 - Train: 11.28% [141150/1251000] [112.8/1000.0] [batch_t 0.428 (0.429)] [data_t 0.016] [optim_t 0.412] [lr 0.002908] [CE 4.280 (4.360)] [KD 3.636 (3.856)] +2024-10-15 16:50:13,456 - Train: 11.29% [141200/1251000] [112.9/1000.0] [batch_t 0.444 (0.434)] [data_t 0.015] [optim_t 0.429] [lr 0.002908] [CE 4.153 (4.366)] [KD 3.880 (3.779)] +2024-10-15 16:50:35,263 - Train: 11.29% [141250/1251000] [112.9/1000.0] [batch_t 0.395 (0.436)] [data_t 0.015] [optim_t 0.380] [lr 0.002908] [CE 4.482 (4.387)] [KD 3.832 (3.868)] +2024-10-15 16:50:56,880 - Train: 11.29% [141300/1251000] [112.9/1000.0] [batch_t 0.489 (0.432)] [data_t 0.015] [optim_t 0.474] [lr 0.002907] [CE 3.732 (4.332)] [KD 3.639 (3.848)] +2024-10-15 16:51:18,075 - Train: 11.30% [141350/1251000] [113.0/1000.0] [batch_t 0.424 (0.424)] [data_t 0.015] [optim_t 0.409] [lr 0.002907] [CE 4.456 (4.279)] [KD 4.069 (3.862)] +2024-10-15 16:51:22,934 - ==> Total time: 17:09:31 Eta: 5 days, 14:41:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 16:51:43,297 - Train: 11.30% [141400/1251000] [113.0/1000.0] [batch_t 0.458 (0.507)] [data_t 0.015] [optim_t 0.443] [lr 0.002907] [CE 4.801 (4.437)] [KD 3.964 (3.815)] +2024-10-15 16:52:04,083 - Train: 11.31% [141450/1251000] [113.1/1000.0] [batch_t 0.419 (0.416)] [data_t 0.015] [optim_t 0.403] [lr 0.002907] [CE 4.348 (4.256)] [KD 3.792 (3.694)] +2024-10-15 16:52:25,130 - Train: 11.31% [141500/1251000] [113.1/1000.0] [batch_t 0.402 (0.421)] [data_t 0.015] [optim_t 0.387] [lr 0.002907] [CE 4.193 (4.305)] [KD 3.701 (3.783)] +2024-10-15 16:52:47,116 - Train: 11.31% [141550/1251000] [113.1/1000.0] [batch_t 0.502 (0.440)] [data_t 0.016] [optim_t 0.486] [lr 0.002907] [CE 4.271 (4.278)] [KD 3.793 (3.778)] +2024-10-15 16:53:08,954 - Train: 11.32% [141600/1251000] [113.2/1000.0] [batch_t 0.431 (0.437)] [data_t 0.016] [optim_t 0.415] [lr 0.002907] [CE 4.859 (4.356)] [KD 3.922 (3.792)] +2024-10-15 16:53:30,682 - Train: 11.32% [141650/1251000] [113.2/1000.0] [batch_t 0.430 (0.434)] [data_t 0.016] [optim_t 0.414] [lr 0.002907] [CE 4.297 (4.375)] [KD 3.689 (3.803)] +2024-10-15 16:53:52,305 - Train: 11.33% [141700/1251000] [113.3/1000.0] [batch_t 0.408 (0.432)] [data_t 0.016] [optim_t 0.392] [lr 0.002907] [CE 4.121 (4.310)] [KD 3.572 (3.794)] +2024-10-15 16:54:13,829 - Train: 11.33% [141750/1251000] [113.3/1000.0] [batch_t 0.404 (0.430)] [data_t 0.016] [optim_t 0.388] [lr 0.002907] [CE 4.159 (4.318)] [KD 3.630 (3.748)] +2024-10-15 16:54:34,745 - Train: 11.33% [141800/1251000] [113.3/1000.0] [batch_t 0.423 (0.418)] [data_t 0.015] [optim_t 0.408] [lr 0.002907] [CE 4.759 (4.387)] [KD 4.119 (3.778)] +2024-10-15 16:54:56,403 - Train: 11.34% [141850/1251000] [113.4/1000.0] [batch_t 0.425 (0.433)] [data_t 0.016] [optim_t 0.409] [lr 0.002907] [CE 4.394 (4.388)] [KD 3.944 (3.822)] +2024-10-15 16:55:17,567 - Train: 11.34% [141900/1251000] [113.4/1000.0] [batch_t 0.524 (0.423)] [data_t 0.016] [optim_t 0.509] [lr 0.002907] [CE 4.638 (4.396)] [KD 3.937 (3.843)] +2024-10-15 16:55:38,700 - Train: 11.35% [141950/1251000] [113.5/1000.0] [batch_t 0.436 (0.423)] [data_t 0.016] [optim_t 0.421] [lr 0.002907] [CE 4.453 (4.370)] [KD 3.932 (3.817)] +2024-10-15 16:55:59,432 - Train: 11.35% [142000/1251000] [113.5/1000.0] [batch_t 0.445 (0.415)] [data_t 0.016] [optim_t 0.429] [lr 0.002907] [CE 4.353 (4.376)] [KD 3.661 (3.824)] +2024-10-15 16:56:20,565 - Train: 11.35% [142050/1251000] [113.5/1000.0] [batch_t 0.446 (0.423)] [data_t 0.016] [optim_t 0.431] [lr 0.002907] [CE 4.679 (4.309)] [KD 4.061 (3.805)] +2024-10-15 16:56:41,529 - Train: 11.36% [142100/1251000] [113.6/1000.0] [batch_t 0.368 (0.419)] [data_t 0.016] [optim_t 0.352] [lr 0.002906] [CE 4.416 (4.338)] [KD 4.003 (3.779)] +2024-10-15 16:57:02,464 - Train: 11.36% [142150/1251000] [113.6/1000.0] [batch_t 0.454 (0.419)] [data_t 0.016] [optim_t 0.438] [lr 0.002906] [CE 4.517 (4.396)] [KD 3.881 (3.853)] +2024-10-15 16:57:23,538 - Train: 11.37% [142200/1251000] [113.7/1000.0] [batch_t 0.368 (0.421)] [data_t 0.016] [optim_t 0.353] [lr 0.002906] [CE 4.288 (4.326)] [KD 3.944 (3.816)] +2024-10-15 16:57:45,098 - Train: 11.37% [142250/1251000] [113.7/1000.0] [batch_t 0.451 (0.431)] [data_t 0.016] [optim_t 0.435] [lr 0.002906] [CE 4.078 (4.356)] [KD 3.750 (3.840)] +2024-10-15 16:58:06,653 - Train: 11.37% [142300/1251000] [113.7/1000.0] [batch_t 0.416 (0.431)] [data_t 0.016] [optim_t 0.400] [lr 0.002906] [CE 4.198 (4.418)] [KD 4.041 (3.882)] +2024-10-15 16:58:28,320 - Train: 11.38% [142350/1251000] [113.8/1000.0] [batch_t 0.442 (0.433)] [data_t 0.016] [optim_t 0.426] [lr 0.002906] [CE 4.194 (4.354)] [KD 3.965 (3.806)] +2024-10-15 16:58:50,053 - Train: 11.38% [142400/1251000] [113.8/1000.0] [batch_t 0.365 (0.434)] [data_t 0.016] [optim_t 0.349] [lr 0.002906] [CE 4.721 (4.340)] [KD 3.778 (3.816)] +2024-10-15 16:59:11,205 - Train: 11.39% [142450/1251000] [113.9/1000.0] [batch_t 0.411 (0.423)] [data_t 0.016] [optim_t 0.395] [lr 0.002906] [CE 4.631 (4.421)] [KD 3.756 (3.829)] +2024-10-15 16:59:32,728 - Train: 11.39% [142500/1251000] [113.9/1000.0] [batch_t 0.458 (0.430)] [data_t 0.016] [optim_t 0.442] [lr 0.002906] [CE 4.329 (4.362)] [KD 3.688 (3.851)] +2024-10-15 16:59:54,323 - Train: 11.39% [142550/1251000] [113.9/1000.0] [batch_t 0.571 (0.432)] [data_t 0.016] [optim_t 0.556] [lr 0.002906] [CE 4.455 (4.436)] [KD 3.917 (3.854)] +2024-10-15 17:00:15,342 - Train: 11.40% [142600/1251000] [114.0/1000.0] [batch_t 0.439 (0.420)] [data_t 0.015] [optim_t 0.423] [lr 0.002906] [CE 4.790 (4.352)] [KD 4.180 (3.811)] +2024-10-15 17:00:20,543 - ==> Total time: 17:18:29 Eta: 5 days, 14:31:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 17:00:40,705 - Train: 11.40% [142650/1251000] [114.0/1000.0] [batch_t 0.364 (0.512)] [data_t 0.016] [optim_t 0.348] [lr 0.002906] [CE 4.295 (4.372)] [KD 3.783 (3.793)] +2024-10-15 17:01:02,885 - Train: 11.41% [142700/1251000] [114.1/1000.0] [batch_t 0.432 (0.443)] [data_t 0.015] [optim_t 0.417] [lr 0.002906] [CE 4.497 (4.345)] [KD 3.855 (3.756)] +2024-10-15 17:01:23,105 - Train: 11.41% [142750/1251000] [114.1/1000.0] [batch_t 0.401 (0.404)] [data_t 0.016] [optim_t 0.386] [lr 0.002906] [CE 4.179 (4.333)] [KD 3.776 (3.778)] +2024-10-15 17:01:43,671 - Train: 11.41% [142800/1251000] [114.1/1000.0] [batch_t 0.426 (0.411)] [data_t 0.016] [optim_t 0.411] [lr 0.002906] [CE 4.129 (4.330)] [KD 3.666 (3.782)] +2024-10-15 17:02:04,992 - Train: 11.42% [142850/1251000] [114.2/1000.0] [batch_t 0.394 (0.426)] [data_t 0.046] [optim_t 0.348] [lr 0.002905] [CE 4.649 (4.332)] [KD 3.710 (3.828)] +2024-10-15 17:02:26,280 - Train: 11.42% [142900/1251000] [114.2/1000.0] [batch_t 0.366 (0.426)] [data_t 0.022] [optim_t 0.344] [lr 0.002905] [CE 4.213 (4.357)] [KD 3.707 (3.830)] +2024-10-15 17:02:47,851 - Train: 11.43% [142950/1251000] [114.3/1000.0] [batch_t 0.400 (0.431)] [data_t 0.052] [optim_t 0.348] [lr 0.002905] [CE 3.666 (4.386)] [KD 3.359 (3.844)] +2024-10-15 17:03:09,407 - Train: 11.43% [143000/1251000] [114.3/1000.0] [batch_t 0.435 (0.431)] [data_t 0.016] [optim_t 0.419] [lr 0.002905] [CE 4.405 (4.349)] [KD 3.850 (3.880)] +2024-10-15 17:03:30,730 - Train: 11.43% [143050/1251000] [114.3/1000.0] [batch_t 0.486 (0.426)] [data_t 0.016] [optim_t 0.471] [lr 0.002905] [CE 4.422 (4.364)] [KD 3.865 (3.855)] +2024-10-15 17:03:51,898 - Train: 11.44% [143100/1251000] [114.4/1000.0] [batch_t 0.422 (0.423)] [data_t 0.015] [optim_t 0.407] [lr 0.002905] [CE 4.353 (4.361)] [KD 3.691 (3.888)] +2024-10-15 17:04:13,183 - Train: 11.44% [143150/1251000] [114.4/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.002905] [CE 4.429 (4.388)] [KD 3.845 (3.836)] +2024-10-15 17:04:34,097 - Train: 11.45% [143200/1251000] [114.5/1000.0] [batch_t 0.437 (0.418)] [data_t 0.015] [optim_t 0.421] [lr 0.002905] [CE 5.000 (4.387)] [KD 4.296 (3.871)] +2024-10-15 17:04:55,091 - Train: 11.45% [143250/1251000] [114.5/1000.0] [batch_t 0.445 (0.420)] [data_t 0.015] [optim_t 0.429] [lr 0.002905] [CE 4.637 (4.363)] [KD 4.161 (3.771)] +2024-10-15 17:05:15,693 - Train: 11.45% [143300/1251000] [114.5/1000.0] [batch_t 0.417 (0.412)] [data_t 0.016] [optim_t 0.401] [lr 0.002905] [CE 3.909 (4.308)] [KD 3.449 (3.774)] +2024-10-15 17:05:36,518 - Train: 11.46% [143350/1251000] [114.6/1000.0] [batch_t 0.420 (0.416)] [data_t 0.016] [optim_t 0.404] [lr 0.002905] [CE 4.273 (4.354)] [KD 3.720 (3.810)] +2024-10-15 17:05:57,515 - Train: 11.46% [143400/1251000] [114.6/1000.0] [batch_t 0.469 (0.420)] [data_t 0.015] [optim_t 0.454] [lr 0.002905] [CE 4.254 (4.357)] [KD 3.796 (3.841)] +2024-10-15 17:06:18,661 - Train: 11.47% [143450/1251000] [114.7/1000.0] [batch_t 0.473 (0.423)] [data_t 0.015] [optim_t 0.457] [lr 0.002905] [CE 3.959 (4.380)] [KD 3.775 (3.890)] +2024-10-15 17:06:40,337 - Train: 11.47% [143500/1251000] [114.7/1000.0] [batch_t 0.419 (0.433)] [data_t 0.071] [optim_t 0.348] [lr 0.002905] [CE 4.346 (4.374)] [KD 4.002 (3.865)] +2024-10-15 17:07:01,914 - Train: 11.47% [143550/1251000] [114.7/1000.0] [batch_t 0.494 (0.431)] [data_t 0.146] [optim_t 0.347] [lr 0.002905] [CE 4.681 (4.419)] [KD 4.059 (3.863)] +2024-10-15 17:07:23,527 - Train: 11.48% [143600/1251000] [114.8/1000.0] [batch_t 0.364 (0.432)] [data_t 0.015] [optim_t 0.348] [lr 0.002904] [CE 3.920 (4.340)] [KD 3.685 (3.815)] +2024-10-15 17:07:44,896 - Train: 11.48% [143650/1251000] [114.8/1000.0] [batch_t 0.425 (0.427)] [data_t 0.079] [optim_t 0.345] [lr 0.002904] [CE 4.380 (4.340)] [KD 4.023 (3.857)] +2024-10-15 17:08:05,965 - Train: 11.49% [143700/1251000] [114.9/1000.0] [batch_t 0.399 (0.421)] [data_t 0.057] [optim_t 0.343] [lr 0.002904] [CE 4.482 (4.371)] [KD 4.061 (3.851)] +2024-10-15 17:08:27,135 - Train: 11.49% [143750/1251000] [114.9/1000.0] [batch_t 0.419 (0.423)] [data_t 0.073] [optim_t 0.346] [lr 0.002904] [CE 4.610 (4.365)] [KD 4.157 (3.886)] +2024-10-15 17:08:48,364 - Train: 11.49% [143800/1251000] [114.9/1000.0] [batch_t 0.435 (0.424)] [data_t 0.091] [optim_t 0.344] [lr 0.002904] [CE 3.802 (4.363)] [KD 3.560 (3.835)] +2024-10-15 17:09:09,579 - Train: 11.50% [143850/1251000] [115.0/1000.0] [batch_t 0.443 (0.424)] [data_t 0.094] [optim_t 0.349] [lr 0.002904] [CE 4.691 (4.355)] [KD 4.121 (3.889)] +2024-10-15 17:09:37,266 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 37002] [top5_cnt 46046] [top_all 50000] +2024-10-15 17:09:37,266 - net: 74.004 (92.092) +2024-10-15 17:09:58,905 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 39315] [top5_cnt 47215] [top_all 50000] +2024-10-15 17:09:58,905 - net_E: 78.630 (94.430) +2024-10-15 17:09:59,073 - Max [top1: 74.004 (epoch: 115)] [top1-ema: 78.630 (epoch: 115)] +2024-10-15 17:09:59,073 - ==> Total time: 17:28:07 Eta: 5 days, 14:26:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 17:10:22,420 - Train: 11.50% [143900/1251000] [115.0/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002904] [CE 4.284 (4.245)] [KD 3.924 (3.744)] +2024-10-15 17:10:42,858 - Train: 11.51% [143950/1251000] [115.1/1000.0] [batch_t 0.373 (0.409)] [data_t 0.028] [optim_t 0.345] [lr 0.002904] [CE 4.344 (4.306)] [KD 3.775 (3.798)] +2024-10-15 17:11:04,174 - Train: 11.51% [144000/1251000] [115.1/1000.0] [batch_t 0.415 (0.426)] [data_t 0.070] [optim_t 0.345] [lr 0.002904] [CE 4.779 (4.427)] [KD 4.121 (3.901)] +2024-10-15 17:11:25,124 - Train: 11.51% [144050/1251000] [115.1/1000.0] [batch_t 0.408 (0.419)] [data_t 0.063] [optim_t 0.345] [lr 0.002904] [CE 4.303 (4.291)] [KD 3.545 (3.745)] +2024-10-15 17:11:46,333 - Train: 11.52% [144100/1251000] [115.2/1000.0] [batch_t 0.516 (0.424)] [data_t 0.077] [optim_t 0.439] [lr 0.002904] [CE 3.915 (4.423)] [KD 3.614 (3.858)] +2024-10-15 17:12:07,546 - Train: 11.52% [144150/1251000] [115.2/1000.0] [batch_t 0.421 (0.424)] [data_t 0.016] [optim_t 0.406] [lr 0.002904] [CE 4.496 (4.342)] [KD 3.981 (3.841)] +2024-10-15 17:12:29,198 - Train: 11.53% [144200/1251000] [115.3/1000.0] [batch_t 0.453 (0.433)] [data_t 0.016] [optim_t 0.437] [lr 0.002904] [CE 4.879 (4.391)] [KD 4.039 (3.844)] +2024-10-15 17:12:50,604 - Train: 11.53% [144250/1251000] [115.3/1000.0] [batch_t 0.510 (0.428)] [data_t 0.015] [optim_t 0.495] [lr 0.002904] [CE 4.431 (4.344)] [KD 3.806 (3.780)] +2024-10-15 17:13:12,356 - Train: 11.53% [144300/1251000] [115.3/1000.0] [batch_t 0.442 (0.435)] [data_t 0.016] [optim_t 0.427] [lr 0.002904] [CE 3.881 (4.290)] [KD 3.742 (3.808)] +2024-10-15 17:13:33,660 - Train: 11.54% [144350/1251000] [115.4/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.002903] [CE 4.514 (4.284)] [KD 3.979 (3.779)] +2024-10-15 17:13:54,817 - Train: 11.54% [144400/1251000] [115.4/1000.0] [batch_t 0.414 (0.423)] [data_t 0.015] [optim_t 0.398] [lr 0.002903] [CE 4.317 (4.322)] [KD 3.957 (3.799)] +2024-10-15 17:14:15,847 - Train: 11.55% [144450/1251000] [115.5/1000.0] [batch_t 0.451 (0.420)] [data_t 0.015] [optim_t 0.436] [lr 0.002903] [CE 3.923 (4.315)] [KD 3.647 (3.804)] +2024-10-15 17:14:37,157 - Train: 11.55% [144500/1251000] [115.5/1000.0] [batch_t 0.380 (0.426)] [data_t 0.015] [optim_t 0.365] [lr 0.002903] [CE 3.740 (4.332)] [KD 3.694 (3.852)] +2024-10-15 17:14:58,121 - Train: 11.55% [144550/1251000] [115.5/1000.0] [batch_t 0.455 (0.419)] [data_t 0.015] [optim_t 0.440] [lr 0.002903] [CE 4.276 (4.353)] [KD 3.875 (3.844)] +2024-10-15 17:15:19,605 - Train: 11.56% [144600/1251000] [115.6/1000.0] [batch_t 0.387 (0.430)] [data_t 0.015] [optim_t 0.371] [lr 0.002903] [CE 4.022 (4.303)] [KD 3.601 (3.812)] +2024-10-15 17:15:40,832 - Train: 11.56% [144650/1251000] [115.6/1000.0] [batch_t 0.496 (0.424)] [data_t 0.016] [optim_t 0.480] [lr 0.002903] [CE 4.457 (4.364)] [KD 3.862 (3.884)] +2024-10-15 17:16:02,095 - Train: 11.57% [144700/1251000] [115.7/1000.0] [batch_t 0.485 (0.425)] [data_t 0.015] [optim_t 0.470] [lr 0.002903] [CE 4.268 (4.331)] [KD 3.821 (3.762)] +2024-10-15 17:16:22,911 - Train: 11.57% [144750/1251000] [115.7/1000.0] [batch_t 0.438 (0.416)] [data_t 0.015] [optim_t 0.422] [lr 0.002903] [CE 4.341 (4.279)] [KD 3.751 (3.784)] +2024-10-15 17:16:44,225 - Train: 11.57% [144800/1251000] [115.7/1000.0] [batch_t 0.417 (0.426)] [data_t 0.015] [optim_t 0.402] [lr 0.002903] [CE 4.616 (4.386)] [KD 3.891 (3.851)] +2024-10-15 17:17:05,579 - Train: 11.58% [144850/1251000] [115.8/1000.0] [batch_t 0.416 (0.427)] [data_t 0.015] [optim_t 0.401] [lr 0.002903] [CE 4.277 (4.359)] [KD 3.750 (3.800)] +2024-10-15 17:17:27,030 - Train: 11.58% [144900/1251000] [115.8/1000.0] [batch_t 0.450 (0.429)] [data_t 0.016] [optim_t 0.435] [lr 0.002903] [CE 4.019 (4.253)] [KD 3.786 (3.767)] +2024-10-15 17:17:48,949 - Train: 11.59% [144950/1251000] [115.9/1000.0] [batch_t 0.405 (0.438)] [data_t 0.015] [optim_t 0.390] [lr 0.002903] [CE 4.515 (4.328)] [KD 3.839 (3.832)] +2024-10-15 17:18:09,766 - Train: 11.59% [145000/1251000] [115.9/1000.0] [batch_t 0.393 (0.416)] [data_t 0.015] [optim_t 0.378] [lr 0.002903] [CE 4.266 (4.293)] [KD 3.626 (3.751)] +2024-10-15 17:18:30,868 - Train: 11.59% [145050/1251000] [115.9/1000.0] [batch_t 0.452 (0.422)] [data_t 0.016] [optim_t 0.436] [lr 0.002903] [CE 4.097 (4.309)] [KD 3.784 (3.817)] +2024-10-15 17:18:51,729 - Train: 11.60% [145100/1251000] [116.0/1000.0] [batch_t 0.440 (0.417)] [data_t 0.016] [optim_t 0.425] [lr 0.002903] [CE 3.993 (4.354)] [KD 3.704 (3.793)] +2024-10-15 17:18:57,926 - ==> Total time: 17:37:06 Eta: 5 days, 14:15:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 17:19:16,646 - Train: 11.60% [145150/1251000] [116.0/1000.0] [batch_t 0.360 (0.503)] [data_t 0.016] [optim_t 0.345] [lr 0.002902] [CE 3.759 (4.253)] [KD 3.724 (3.802)] +2024-10-15 17:19:38,679 - Train: 11.61% [145200/1251000] [116.1/1000.0] [batch_t 0.427 (0.441)] [data_t 0.015] [optim_t 0.411] [lr 0.002902] [CE 4.353 (4.316)] [KD 3.696 (3.797)] +2024-10-15 17:20:00,536 - Train: 11.61% [145250/1251000] [116.1/1000.0] [batch_t 0.565 (0.437)] [data_t 0.015] [optim_t 0.550] [lr 0.002902] [CE 4.051 (4.298)] [KD 3.600 (3.725)] +2024-10-15 17:20:20,602 - Train: 11.61% [145300/1251000] [116.1/1000.0] [batch_t 0.394 (0.401)] [data_t 0.016] [optim_t 0.378] [lr 0.002902] [CE 3.842 (4.340)] [KD 3.566 (3.788)] +2024-10-15 17:20:40,507 - Train: 11.62% [145350/1251000] [116.2/1000.0] [batch_t 0.398 (0.398)] [data_t 0.015] [optim_t 0.383] [lr 0.002902] [CE 3.873 (4.314)] [KD 3.653 (3.795)] +2024-10-15 17:21:01,797 - Train: 11.62% [145400/1251000] [116.2/1000.0] [batch_t 0.446 (0.426)] [data_t 0.015] [optim_t 0.430] [lr 0.002902] [CE 4.002 (4.279)] [KD 3.834 (3.800)] +2024-10-15 17:21:23,572 - Train: 11.63% [145450/1251000] [116.3/1000.0] [batch_t 0.462 (0.435)] [data_t 0.015] [optim_t 0.446] [lr 0.002902] [CE 4.407 (4.275)] [KD 3.895 (3.738)] +2024-10-15 17:21:44,980 - Train: 11.63% [145500/1251000] [116.3/1000.0] [batch_t 0.409 (0.428)] [data_t 0.016] [optim_t 0.394] [lr 0.002902] [CE 4.294 (4.357)] [KD 3.926 (3.843)] +2024-10-15 17:22:06,272 - Train: 11.63% [145550/1251000] [116.3/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.002902] [CE 4.304 (4.290)] [KD 3.622 (3.791)] +2024-10-15 17:22:27,852 - Train: 11.64% [145600/1251000] [116.4/1000.0] [batch_t 0.379 (0.431)] [data_t 0.015] [optim_t 0.364] [lr 0.002902] [CE 4.618 (4.295)] [KD 4.001 (3.783)] +2024-10-15 17:22:48,849 - Train: 11.64% [145650/1251000] [116.4/1000.0] [batch_t 0.422 (0.420)] [data_t 0.015] [optim_t 0.406] [lr 0.002902] [CE 4.454 (4.389)] [KD 3.753 (3.817)] +2024-10-15 17:23:10,295 - Train: 11.65% [145700/1251000] [116.5/1000.0] [batch_t 0.434 (0.429)] [data_t 0.015] [optim_t 0.418] [lr 0.002902] [CE 4.217 (4.263)] [KD 3.642 (3.755)] +2024-10-15 17:23:31,952 - Train: 11.65% [145750/1251000] [116.5/1000.0] [batch_t 0.432 (0.433)] [data_t 0.016] [optim_t 0.416] [lr 0.002902] [CE 3.901 (4.302)] [KD 3.605 (3.832)] +2024-10-15 17:23:53,498 - Train: 11.65% [145800/1251000] [116.5/1000.0] [batch_t 0.422 (0.431)] [data_t 0.015] [optim_t 0.407] [lr 0.002902] [CE 4.234 (4.369)] [KD 3.694 (3.875)] +2024-10-15 17:24:15,019 - Train: 11.66% [145850/1251000] [116.6/1000.0] [batch_t 0.499 (0.430)] [data_t 0.156] [optim_t 0.343] [lr 0.002902] [CE 4.423 (4.335)] [KD 4.188 (3.880)] +2024-10-15 17:24:36,895 - Train: 11.66% [145900/1251000] [116.6/1000.0] [batch_t 0.421 (0.437)] [data_t 0.079] [optim_t 0.342] [lr 0.002901] [CE 4.996 (4.353)] [KD 3.978 (3.806)] +2024-10-15 17:24:58,814 - Train: 11.67% [145950/1251000] [116.7/1000.0] [batch_t 0.447 (0.438)] [data_t 0.105] [optim_t 0.342] [lr 0.002901] [CE 4.500 (4.342)] [KD 3.803 (3.810)] +2024-10-15 17:25:19,292 - Train: 11.67% [146000/1251000] [116.7/1000.0] [batch_t 0.404 (0.409)] [data_t 0.064] [optim_t 0.340] [lr 0.002901] [CE 4.644 (4.343)] [KD 3.795 (3.789)] +2024-10-15 17:25:39,692 - Train: 11.67% [146050/1251000] [116.7/1000.0] [batch_t 0.384 (0.408)] [data_t 0.042] [optim_t 0.343] [lr 0.002901] [CE 4.607 (4.347)] [KD 3.759 (3.763)] +2024-10-15 17:26:00,258 - Train: 11.68% [146100/1251000] [116.8/1000.0] [batch_t 0.412 (0.411)] [data_t 0.069] [optim_t 0.343] [lr 0.002901] [CE 4.045 (4.274)] [KD 3.618 (3.775)] +2024-10-15 17:26:21,558 - Train: 11.68% [146150/1251000] [116.8/1000.0] [batch_t 0.433 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.002901] [CE 3.820 (4.349)] [KD 3.544 (3.867)] +2024-10-15 17:26:43,421 - Train: 11.69% [146200/1251000] [116.9/1000.0] [batch_t 0.482 (0.437)] [data_t 0.139] [optim_t 0.342] [lr 0.002901] [CE 4.731 (4.364)] [KD 3.996 (3.790)] +2024-10-15 17:27:05,270 - Train: 11.69% [146250/1251000] [116.9/1000.0] [batch_t 0.443 (0.437)] [data_t 0.102] [optim_t 0.341] [lr 0.002901] [CE 4.183 (4.293)] [KD 3.768 (3.793)] +2024-10-15 17:27:26,016 - Train: 11.69% [146300/1251000] [116.9/1000.0] [batch_t 0.387 (0.415)] [data_t 0.047] [optim_t 0.341] [lr 0.002901] [CE 4.400 (4.367)] [KD 3.738 (3.828)] +2024-10-15 17:27:46,269 - Train: 11.70% [146350/1251000] [117.0/1000.0] [batch_t 0.379 (0.405)] [data_t 0.037] [optim_t 0.342] [lr 0.002901] [CE 4.123 (4.335)] [KD 3.789 (3.799)] +2024-10-15 17:27:52,803 - ==> Total time: 17:46:01 Eta: 5 days, 14:05:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 17:28:10,956 - Train: 11.70% [146400/1251000] [117.0/1000.0] [batch_t 0.361 (0.506)] [data_t 0.015] [optim_t 0.346] [lr 0.002901] [CE 4.474 (4.336)] [KD 3.743 (3.799)] +2024-10-15 17:28:31,917 - Train: 11.71% [146450/1251000] [117.1/1000.0] [batch_t 0.391 (0.419)] [data_t 0.015] [optim_t 0.376] [lr 0.002901] [CE 4.312 (4.398)] [KD 3.834 (3.797)] +2024-10-15 17:28:53,196 - Train: 11.71% [146500/1251000] [117.1/1000.0] [batch_t 0.430 (0.425)] [data_t 0.015] [optim_t 0.415] [lr 0.002901] [CE 3.390 (4.386)] [KD 3.418 (3.850)] +2024-10-15 17:29:14,538 - Train: 11.71% [146550/1251000] [117.1/1000.0] [batch_t 0.359 (0.427)] [data_t 0.015] [optim_t 0.344] [lr 0.002901] [CE 4.627 (4.284)] [KD 3.943 (3.785)] +2024-10-15 17:29:35,594 - Train: 11.72% [146600/1251000] [117.2/1000.0] [batch_t 0.466 (0.421)] [data_t 0.016] [optim_t 0.450] [lr 0.002900] [CE 4.474 (4.361)] [KD 3.762 (3.802)] +2024-10-15 17:29:56,751 - Train: 11.72% [146650/1251000] [117.2/1000.0] [batch_t 0.443 (0.423)] [data_t 0.015] [optim_t 0.427] [lr 0.002900] [CE 4.466 (4.354)] [KD 3.735 (3.761)] +2024-10-15 17:30:17,653 - Train: 11.73% [146700/1251000] [117.3/1000.0] [batch_t 0.468 (0.418)] [data_t 0.015] [optim_t 0.453] [lr 0.002900] [CE 4.087 (4.342)] [KD 3.566 (3.840)] +2024-10-15 17:30:39,492 - Train: 11.73% [146750/1251000] [117.3/1000.0] [batch_t 0.466 (0.437)] [data_t 0.015] [optim_t 0.451] [lr 0.002900] [CE 3.973 (4.319)] [KD 3.593 (3.835)] +2024-10-15 17:31:00,330 - Train: 11.73% [146800/1251000] [117.3/1000.0] [batch_t 0.362 (0.417)] [data_t 0.015] [optim_t 0.346] [lr 0.002900] [CE 4.706 (4.291)] [KD 4.151 (3.832)] +2024-10-15 17:31:21,709 - Train: 11.74% [146850/1251000] [117.4/1000.0] [batch_t 0.403 (0.427)] [data_t 0.015] [optim_t 0.388] [lr 0.002900] [CE 4.826 (4.341)] [KD 3.921 (3.829)] +2024-10-15 17:31:43,574 - Train: 11.74% [146900/1251000] [117.4/1000.0] [batch_t 0.410 (0.437)] [data_t 0.015] [optim_t 0.394] [lr 0.002900] [CE 4.254 (4.357)] [KD 3.539 (3.822)] +2024-10-15 17:32:05,139 - Train: 11.75% [146950/1251000] [117.5/1000.0] [batch_t 0.441 (0.431)] [data_t 0.015] [optim_t 0.425] [lr 0.002900] [CE 4.182 (4.373)] [KD 3.737 (3.871)] +2024-10-15 17:32:27,140 - Train: 11.75% [147000/1251000] [117.5/1000.0] [batch_t 0.466 (0.440)] [data_t 0.015] [optim_t 0.451] [lr 0.002900] [CE 4.780 (4.410)] [KD 3.882 (3.827)] +2024-10-15 17:32:49,209 - Train: 11.75% [147050/1251000] [117.5/1000.0] [batch_t 0.486 (0.441)] [data_t 0.015] [optim_t 0.470] [lr 0.002900] [CE 4.623 (4.267)] [KD 4.049 (3.777)] +2024-10-15 17:33:10,712 - Train: 11.76% [147100/1251000] [117.6/1000.0] [batch_t 0.429 (0.430)] [data_t 0.015] [optim_t 0.413] [lr 0.002900] [CE 4.438 (4.327)] [KD 3.840 (3.739)] +2024-10-15 17:33:32,469 - Train: 11.76% [147150/1251000] [117.6/1000.0] [batch_t 0.389 (0.435)] [data_t 0.016] [optim_t 0.374] [lr 0.002900] [CE 4.444 (4.400)] [KD 3.640 (3.829)] +2024-10-15 17:33:54,203 - Train: 11.77% [147200/1251000] [117.7/1000.0] [batch_t 0.438 (0.435)] [data_t 0.015] [optim_t 0.423] [lr 0.002900] [CE 4.807 (4.384)] [KD 4.115 (3.800)] +2024-10-15 17:34:16,026 - Train: 11.77% [147250/1251000] [117.7/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.345] [lr 0.002900] [CE 4.057 (4.303)] [KD 3.587 (3.812)] +2024-10-15 17:34:37,331 - Train: 11.77% [147300/1251000] [117.7/1000.0] [batch_t 0.457 (0.426)] [data_t 0.015] [optim_t 0.442] [lr 0.002900] [CE 4.057 (4.351)] [KD 3.834 (3.798)] +2024-10-15 17:34:58,525 - Train: 11.78% [147350/1251000] [117.8/1000.0] [batch_t 0.381 (0.424)] [data_t 0.015] [optim_t 0.365] [lr 0.002899] [CE 4.690 (4.415)] [KD 3.993 (3.849)] +2024-10-15 17:35:19,437 - Train: 11.78% [147400/1251000] [117.8/1000.0] [batch_t 0.436 (0.418)] [data_t 0.015] [optim_t 0.420] [lr 0.002899] [CE 4.472 (4.344)] [KD 3.801 (3.851)] +2024-10-15 17:35:40,487 - Train: 11.79% [147450/1251000] [117.9/1000.0] [batch_t 0.393 (0.421)] [data_t 0.015] [optim_t 0.378] [lr 0.002899] [CE 4.320 (4.362)] [KD 3.902 (3.852)] +2024-10-15 17:36:02,517 - Train: 11.79% [147500/1251000] [117.9/1000.0] [batch_t 0.396 (0.440)] [data_t 0.015] [optim_t 0.380] [lr 0.002899] [CE 4.001 (4.366)] [KD 3.588 (3.860)] +2024-10-15 17:36:23,908 - Train: 11.79% [147550/1251000] [117.9/1000.0] [batch_t 0.424 (0.428)] [data_t 0.015] [optim_t 0.409] [lr 0.002899] [CE 4.580 (4.370)] [KD 3.798 (3.818)] +2024-10-15 17:36:45,540 - Train: 11.80% [147600/1251000] [118.0/1000.0] [batch_t 0.441 (0.433)] [data_t 0.015] [optim_t 0.426] [lr 0.002899] [CE 4.586 (4.346)] [KD 3.970 (3.789)] +2024-10-15 17:36:52,360 - ==> Total time: 17:55:00 Eta: 5 days, 13:55:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 17:37:10,555 - Train: 11.80% [147650/1251000] [118.0/1000.0] [batch_t 0.445 (0.527)] [data_t 0.015] [optim_t 0.429] [lr 0.002899] [CE 4.850 (4.346)] [KD 4.073 (3.737)] +2024-10-15 17:37:32,998 - Train: 11.81% [147700/1251000] [118.1/1000.0] [batch_t 0.406 (0.449)] [data_t 0.015] [optim_t 0.390] [lr 0.002899] [CE 5.036 (4.341)] [KD 3.975 (3.775)] +2024-10-15 17:37:54,853 - Train: 11.81% [147750/1251000] [118.1/1000.0] [batch_t 0.455 (0.437)] [data_t 0.015] [optim_t 0.439] [lr 0.002899] [CE 4.454 (4.343)] [KD 3.894 (3.781)] +2024-10-15 17:38:15,698 - Train: 11.81% [147800/1251000] [118.1/1000.0] [batch_t 0.463 (0.417)] [data_t 0.015] [optim_t 0.447] [lr 0.002899] [CE 4.431 (4.394)] [KD 3.784 (3.821)] +2024-10-15 17:38:36,462 - Train: 11.82% [147850/1251000] [118.2/1000.0] [batch_t 0.445 (0.415)] [data_t 0.015] [optim_t 0.430] [lr 0.002899] [CE 4.835 (4.397)] [KD 3.878 (3.810)] +2024-10-15 17:38:57,038 - Train: 11.82% [147900/1251000] [118.2/1000.0] [batch_t 0.397 (0.411)] [data_t 0.015] [optim_t 0.381] [lr 0.002899] [CE 4.198 (4.385)] [KD 3.759 (3.852)] +2024-10-15 17:39:17,801 - Train: 11.83% [147950/1251000] [118.3/1000.0] [batch_t 0.423 (0.415)] [data_t 0.015] [optim_t 0.408] [lr 0.002899] [CE 4.585 (4.304)] [KD 3.787 (3.773)] +2024-10-15 17:39:38,407 - Train: 11.83% [148000/1251000] [118.3/1000.0] [batch_t 0.413 (0.412)] [data_t 0.016] [optim_t 0.397] [lr 0.002899] [CE 4.649 (4.387)] [KD 4.005 (3.863)] +2024-10-15 17:39:59,178 - Train: 11.83% [148050/1251000] [118.3/1000.0] [batch_t 0.438 (0.415)] [data_t 0.015] [optim_t 0.423] [lr 0.002899] [CE 4.639 (4.397)] [KD 3.877 (3.882)] +2024-10-15 17:40:19,982 - Train: 11.84% [148100/1251000] [118.4/1000.0] [batch_t 0.412 (0.416)] [data_t 0.016] [optim_t 0.397] [lr 0.002898] [CE 4.562 (4.378)] [KD 3.656 (3.864)] +2024-10-15 17:40:40,817 - Train: 11.84% [148150/1251000] [118.4/1000.0] [batch_t 0.463 (0.417)] [data_t 0.015] [optim_t 0.448] [lr 0.002898] [CE 4.482 (4.346)] [KD 3.864 (3.752)] +2024-10-15 17:41:02,001 - Train: 11.85% [148200/1251000] [118.5/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.343] [lr 0.002898] [CE 4.502 (4.369)] [KD 3.909 (3.792)] +2024-10-15 17:41:22,586 - Train: 11.85% [148250/1251000] [118.5/1000.0] [batch_t 0.454 (0.412)] [data_t 0.015] [optim_t 0.438] [lr 0.002898] [CE 4.093 (4.292)] [KD 3.859 (3.763)] +2024-10-15 17:41:43,566 - Train: 11.85% [148300/1251000] [118.5/1000.0] [batch_t 0.422 (0.419)] [data_t 0.015] [optim_t 0.406] [lr 0.002898] [CE 3.647 (4.413)] [KD 3.571 (3.856)] +2024-10-15 17:42:05,531 - Train: 11.86% [148350/1251000] [118.6/1000.0] [batch_t 0.430 (0.439)] [data_t 0.015] [optim_t 0.414] [lr 0.002898] [CE 4.553 (4.433)] [KD 3.818 (3.859)] +2024-10-15 17:42:27,007 - Train: 11.86% [148400/1251000] [118.6/1000.0] [batch_t 0.358 (0.429)] [data_t 0.016] [optim_t 0.343] [lr 0.002898] [CE 4.274 (4.392)] [KD 3.796 (3.780)] +2024-10-15 17:42:47,658 - Train: 11.87% [148450/1251000] [118.7/1000.0] [batch_t 0.360 (0.413)] [data_t 0.015] [optim_t 0.345] [lr 0.002898] [CE 3.885 (4.336)] [KD 3.684 (3.873)] +2024-10-15 17:43:08,247 - Train: 11.87% [148500/1251000] [118.7/1000.0] [batch_t 0.438 (0.412)] [data_t 0.015] [optim_t 0.423] [lr 0.002898] [CE 3.804 (4.337)] [KD 3.699 (3.864)] +2024-10-15 17:43:29,299 - Train: 11.87% [148550/1251000] [118.7/1000.0] [batch_t 0.482 (0.421)] [data_t 0.015] [optim_t 0.467] [lr 0.002898] [CE 4.588 (4.311)] [KD 4.099 (3.854)] +2024-10-15 17:43:50,165 - Train: 11.88% [148600/1251000] [118.8/1000.0] [batch_t 0.386 (0.417)] [data_t 0.015] [optim_t 0.370] [lr 0.002898] [CE 4.736 (4.388)] [KD 3.807 (3.868)] +2024-10-15 17:44:11,759 - Train: 11.88% [148650/1251000] [118.8/1000.0] [batch_t 0.416 (0.432)] [data_t 0.015] [optim_t 0.400] [lr 0.002898] [CE 4.669 (4.277)] [KD 3.895 (3.755)] +2024-10-15 17:44:32,374 - Train: 11.89% [148700/1251000] [118.9/1000.0] [batch_t 0.407 (0.412)] [data_t 0.015] [optim_t 0.392] [lr 0.002898] [CE 4.335 (4.370)] [KD 3.758 (3.840)] +2024-10-15 17:44:54,121 - Train: 11.89% [148750/1251000] [118.9/1000.0] [batch_t 0.412 (0.435)] [data_t 0.015] [optim_t 0.396] [lr 0.002898] [CE 3.815 (4.381)] [KD 3.600 (3.819)] +2024-10-15 17:45:16,087 - Train: 11.89% [148800/1251000] [118.9/1000.0] [batch_t 0.468 (0.439)] [data_t 0.015] [optim_t 0.453] [lr 0.002898] [CE 4.230 (4.322)] [KD 3.689 (3.807)] +2024-10-15 17:45:37,841 - Train: 11.90% [148850/1251000] [119.0/1000.0] [batch_t 0.464 (0.435)] [data_t 0.015] [optim_t 0.448] [lr 0.002897] [CE 4.623 (4.422)] [KD 3.829 (3.853)] +2024-10-15 17:45:45,040 - ==> Total time: 18:03:53 Eta: 5 days, 13:44:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 17:46:02,228 - Train: 11.90% [148900/1251000] [119.0/1000.0] [batch_t 0.358 (0.508)] [data_t 0.016] [optim_t 0.342] [lr 0.002897] [CE 4.383 (4.370)] [KD 3.830 (3.775)] +2024-10-15 17:46:22,678 - Train: 11.91% [148950/1251000] [119.1/1000.0] [batch_t 0.395 (0.409)] [data_t 0.015] [optim_t 0.379] [lr 0.002897] [CE 4.427 (4.324)] [KD 4.084 (3.781)] +2024-10-15 17:46:44,009 - Train: 11.91% [149000/1251000] [119.1/1000.0] [batch_t 0.436 (0.427)] [data_t 0.015] [optim_t 0.421] [lr 0.002897] [CE 4.212 (4.352)] [KD 3.846 (3.814)] +2024-10-15 17:47:05,278 - Train: 11.91% [149050/1251000] [119.1/1000.0] [batch_t 0.393 (0.425)] [data_t 0.015] [optim_t 0.378] [lr 0.002897] [CE 4.303 (4.374)] [KD 3.812 (3.812)] +2024-10-15 17:47:26,486 - Train: 11.92% [149100/1251000] [119.2/1000.0] [batch_t 0.414 (0.424)] [data_t 0.015] [optim_t 0.399] [lr 0.002897] [CE 4.558 (4.282)] [KD 3.913 (3.774)] +2024-10-15 17:47:47,414 - Train: 11.92% [149150/1251000] [119.2/1000.0] [batch_t 0.402 (0.418)] [data_t 0.015] [optim_t 0.387] [lr 0.002897] [CE 4.539 (4.291)] [KD 3.946 (3.759)] +2024-10-15 17:48:08,469 - Train: 11.93% [149200/1251000] [119.3/1000.0] [batch_t 0.390 (0.421)] [data_t 0.015] [optim_t 0.375] [lr 0.002897] [CE 4.068 (4.328)] [KD 3.783 (3.763)] +2024-10-15 17:48:29,410 - Train: 11.93% [149250/1251000] [119.3/1000.0] [batch_t 0.400 (0.419)] [data_t 0.015] [optim_t 0.385] [lr 0.002897] [CE 3.899 (4.313)] [KD 3.723 (3.819)] +2024-10-15 17:48:50,538 - Train: 11.93% [149300/1251000] [119.3/1000.0] [batch_t 0.438 (0.422)] [data_t 0.015] [optim_t 0.422] [lr 0.002897] [CE 4.335 (4.400)] [KD 3.863 (3.857)] +2024-10-15 17:49:11,339 - Train: 11.94% [149350/1251000] [119.4/1000.0] [batch_t 0.402 (0.416)] [data_t 0.015] [optim_t 0.386] [lr 0.002897] [CE 4.646 (4.391)] [KD 4.190 (3.887)] +2024-10-15 17:49:32,557 - Train: 11.94% [149400/1251000] [119.4/1000.0] [batch_t 0.417 (0.424)] [data_t 0.015] [optim_t 0.402] [lr 0.002897] [CE 4.740 (4.321)] [KD 4.071 (3.806)] +2024-10-15 17:49:53,800 - Train: 11.95% [149450/1251000] [119.5/1000.0] [batch_t 0.414 (0.425)] [data_t 0.015] [optim_t 0.399] [lr 0.002897] [CE 4.529 (4.375)] [KD 3.687 (3.804)] +2024-10-15 17:50:14,795 - Train: 11.95% [149500/1251000] [119.5/1000.0] [batch_t 0.438 (0.420)] [data_t 0.015] [optim_t 0.423] [lr 0.002897] [CE 4.891 (4.303)] [KD 4.145 (3.768)] +2024-10-15 17:50:35,763 - Train: 11.95% [149550/1251000] [119.5/1000.0] [batch_t 0.426 (0.419)] [data_t 0.015] [optim_t 0.410] [lr 0.002897] [CE 4.603 (4.432)] [KD 3.907 (3.857)] +2024-10-15 17:50:56,983 - Train: 11.96% [149600/1251000] [119.6/1000.0] [batch_t 0.411 (0.424)] [data_t 0.069] [optim_t 0.342] [lr 0.002896] [CE 3.855 (4.345)] [KD 3.553 (3.749)] +2024-10-15 17:51:18,825 - Train: 11.96% [149650/1251000] [119.6/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.346] [lr 0.002896] [CE 4.140 (4.336)] [KD 3.653 (3.773)] +2024-10-15 17:51:39,514 - Train: 11.97% [149700/1251000] [119.7/1000.0] [batch_t 0.403 (0.414)] [data_t 0.015] [optim_t 0.387] [lr 0.002896] [CE 4.040 (4.318)] [KD 3.772 (3.762)] +2024-10-15 17:52:00,613 - Train: 11.97% [149750/1251000] [119.7/1000.0] [batch_t 0.401 (0.422)] [data_t 0.056] [optim_t 0.345] [lr 0.002896] [CE 4.057 (4.369)] [KD 3.771 (3.807)] +2024-10-15 17:52:22,650 - Train: 11.97% [149800/1251000] [119.7/1000.0] [batch_t 0.473 (0.441)] [data_t 0.015] [optim_t 0.457] [lr 0.002896] [CE 4.333 (4.366)] [KD 3.832 (3.838)] +2024-10-15 17:52:43,990 - Train: 11.98% [149850/1251000] [119.8/1000.0] [batch_t 0.521 (0.427)] [data_t 0.015] [optim_t 0.506] [lr 0.002896] [CE 4.245 (4.333)] [KD 3.720 (3.796)] +2024-10-15 17:53:06,201 - Train: 11.98% [149900/1251000] [119.8/1000.0] [batch_t 0.368 (0.444)] [data_t 0.015] [optim_t 0.353] [lr 0.002896] [CE 4.108 (4.362)] [KD 3.782 (3.871)] +2024-10-15 17:53:26,757 - Train: 11.99% [149950/1251000] [119.9/1000.0] [batch_t 0.365 (0.411)] [data_t 0.015] [optim_t 0.350] [lr 0.002896] [CE 4.575 (4.357)] [KD 3.888 (3.818)] +2024-10-15 17:53:47,620 - Train: 11.99% [150000/1251000] [119.9/1000.0] [batch_t 0.396 (0.417)] [data_t 0.015] [optim_t 0.381] [lr 0.002896] [CE 4.241 (4.399)] [KD 3.741 (3.880)] +2024-10-15 17:54:08,541 - Train: 11.99% [150050/1251000] [119.9/1000.0] [batch_t 0.430 (0.418)] [data_t 0.015] [optim_t 0.415] [lr 0.002896] [CE 4.918 (4.422)] [KD 4.157 (3.867)] +2024-10-15 17:54:29,374 - Train: 12.00% [150100/1251000] [120.0/1000.0] [batch_t 0.427 (0.417)] [data_t 0.015] [optim_t 0.412] [lr 0.002896] [CE 4.288 (4.312)] [KD 3.900 (3.804)] +2024-10-15 17:54:58,047 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 36969] [top5_cnt 46011] [top_all 50000] +2024-10-15 17:54:58,047 - net: 73.938 (92.022) +2024-10-15 17:55:18,995 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 39383] [top5_cnt 47218] [top_all 50000] +2024-10-15 17:55:18,995 - net_E: 78.766 (94.436) +2024-10-15 17:55:19,125 - Max [top1: 74.004 (epoch: 115)] [top1-ema: 78.766 (epoch: 120)] +2024-10-15 17:55:19,126 - ==> Total time: 18:13:27 Eta: 5 days, 13:38:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 17:55:38,540 - Train: 12.00% [150150/1251000] [120.0/1000.0] [batch_t 0.357 (0.474)] [data_t 0.016] [optim_t 0.342] [lr 0.002896] [CE 4.349 (4.261)] [KD 3.741 (3.750)] +2024-10-15 17:55:59,258 - Train: 12.01% [150200/1251000] [120.1/1000.0] [batch_t 0.452 (0.414)] [data_t 0.015] [optim_t 0.437] [lr 0.002896] [CE 3.696 (4.299)] [KD 3.613 (3.756)] +2024-10-15 17:56:21,290 - Train: 12.01% [150250/1251000] [120.1/1000.0] [batch_t 0.440 (0.441)] [data_t 0.015] [optim_t 0.424] [lr 0.002896] [CE 3.961 (4.341)] [KD 3.561 (3.808)] +2024-10-15 17:56:42,283 - Train: 12.01% [150300/1251000] [120.1/1000.0] [batch_t 0.396 (0.420)] [data_t 0.015] [optim_t 0.381] [lr 0.002895] [CE 4.620 (4.373)] [KD 3.957 (3.751)] +2024-10-15 17:57:02,456 - Train: 12.02% [150350/1251000] [120.2/1000.0] [batch_t 0.423 (0.403)] [data_t 0.015] [optim_t 0.408] [lr 0.002895] [CE 4.349 (4.405)] [KD 3.809 (3.870)] +2024-10-15 17:57:23,145 - Train: 12.02% [150400/1251000] [120.2/1000.0] [batch_t 0.379 (0.414)] [data_t 0.015] [optim_t 0.364] [lr 0.002895] [CE 4.020 (4.358)] [KD 3.407 (3.858)] +2024-10-15 17:57:44,179 - Train: 12.03% [150450/1251000] [120.3/1000.0] [batch_t 0.428 (0.421)] [data_t 0.088] [optim_t 0.340] [lr 0.002895] [CE 4.375 (4.283)] [KD 4.014 (3.757)] +2024-10-15 17:58:04,777 - Train: 12.03% [150500/1251000] [120.3/1000.0] [batch_t 0.410 (0.412)] [data_t 0.067] [optim_t 0.343] [lr 0.002895] [CE 4.279 (4.380)] [KD 3.862 (3.828)] +2024-10-15 17:58:25,862 - Train: 12.03% [150550/1251000] [120.3/1000.0] [batch_t 0.501 (0.422)] [data_t 0.159] [optim_t 0.343] [lr 0.002895] [CE 4.763 (4.323)] [KD 3.871 (3.806)] +2024-10-15 17:58:46,556 - Train: 12.04% [150600/1251000] [120.4/1000.0] [batch_t 0.384 (0.414)] [data_t 0.044] [optim_t 0.340] [lr 0.002895] [CE 4.126 (4.388)] [KD 3.876 (3.887)] +2024-10-15 17:59:07,144 - Train: 12.04% [150650/1251000] [120.4/1000.0] [batch_t 0.441 (0.412)] [data_t 0.099] [optim_t 0.342] [lr 0.002895] [CE 4.298 (4.405)] [KD 3.764 (3.882)] +2024-10-15 17:59:27,662 - Train: 12.05% [150700/1251000] [120.5/1000.0] [batch_t 0.399 (0.410)] [data_t 0.059] [optim_t 0.341] [lr 0.002895] [CE 3.942 (4.381)] [KD 3.738 (3.832)] +2024-10-15 17:59:48,345 - Train: 12.05% [150750/1251000] [120.5/1000.0] [batch_t 0.499 (0.414)] [data_t 0.156] [optim_t 0.342] [lr 0.002895] [CE 4.100 (4.345)] [KD 3.705 (3.771)] +2024-10-15 18:00:08,439 - Train: 12.05% [150800/1251000] [120.5/1000.0] [batch_t 0.360 (0.402)] [data_t 0.017] [optim_t 0.343] [lr 0.002895] [CE 4.645 (4.378)] [KD 3.900 (3.795)] +2024-10-15 18:00:29,394 - Train: 12.06% [150850/1251000] [120.6/1000.0] [batch_t 0.438 (0.419)] [data_t 0.096] [optim_t 0.342] [lr 0.002895] [CE 4.467 (4.351)] [KD 3.666 (3.771)] +2024-10-15 18:00:51,055 - Train: 12.06% [150900/1251000] [120.6/1000.0] [batch_t 0.426 (0.433)] [data_t 0.083] [optim_t 0.343] [lr 0.002895] [CE 4.384 (4.343)] [KD 3.989 (3.828)] +2024-10-15 18:01:12,814 - Train: 12.07% [150950/1251000] [120.7/1000.0] [batch_t 0.421 (0.435)] [data_t 0.078] [optim_t 0.344] [lr 0.002895] [CE 4.278 (4.354)] [KD 3.854 (3.822)] +2024-10-15 18:01:34,759 - Train: 12.07% [151000/1251000] [120.7/1000.0] [batch_t 0.474 (0.439)] [data_t 0.133] [optim_t 0.342] [lr 0.002895] [CE 4.538 (4.349)] [KD 3.864 (3.797)] +2024-10-15 18:01:55,960 - Train: 12.07% [151050/1251000] [120.7/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.002894] [CE 4.293 (4.378)] [KD 3.779 (3.830)] +2024-10-15 18:02:17,043 - Train: 12.08% [151100/1251000] [120.8/1000.0] [batch_t 0.391 (0.422)] [data_t 0.048] [optim_t 0.343] [lr 0.002894] [CE 4.473 (4.302)] [KD 3.896 (3.777)] +2024-10-15 18:02:38,158 - Train: 12.08% [151150/1251000] [120.8/1000.0] [batch_t 0.458 (0.422)] [data_t 0.119] [optim_t 0.340] [lr 0.002894] [CE 4.239 (4.310)] [KD 3.522 (3.792)] +2024-10-15 18:02:59,250 - Train: 12.09% [151200/1251000] [120.9/1000.0] [batch_t 0.406 (0.422)] [data_t 0.066] [optim_t 0.340] [lr 0.002894] [CE 4.335 (4.341)] [KD 3.876 (3.820)] +2024-10-15 18:03:20,312 - Train: 12.09% [151250/1251000] [120.9/1000.0] [batch_t 0.429 (0.421)] [data_t 0.087] [optim_t 0.342] [lr 0.002894] [CE 4.709 (4.359)] [KD 4.281 (3.787)] +2024-10-15 18:03:41,158 - Train: 12.09% [151300/1251000] [120.9/1000.0] [batch_t 0.426 (0.417)] [data_t 0.086] [optim_t 0.340] [lr 0.002894] [CE 4.346 (4.326)] [KD 3.891 (3.770)] +2024-10-15 18:04:02,150 - Train: 12.10% [151350/1251000] [121.0/1000.0] [batch_t 0.504 (0.420)] [data_t 0.165] [optim_t 0.339] [lr 0.002894] [CE 4.294 (4.363)] [KD 3.752 (3.777)] +2024-10-15 18:04:10,337 - ==> Total time: 18:22:18 Eta: 5 days, 13:27:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 18:04:28,170 - Train: 12.10% [151400/1251000] [121.0/1000.0] [batch_t 0.362 (0.562)] [data_t 0.015] [optim_t 0.347] [lr 0.002894] [CE 4.384 (4.372)] [KD 3.752 (3.783)] +2024-10-15 18:04:49,572 - Train: 12.11% [151450/1251000] [121.1/1000.0] [batch_t 0.586 (0.428)] [data_t 0.166] [optim_t 0.419] [lr 0.002894] [CE 4.307 (4.402)] [KD 4.094 (3.846)] +2024-10-15 18:05:12,251 - Train: 12.11% [151500/1251000] [121.1/1000.0] [batch_t 0.509 (0.453)] [data_t 0.169] [optim_t 0.340] [lr 0.002894] [CE 3.906 (4.356)] [KD 3.709 (3.825)] +2024-10-15 18:05:34,275 - Train: 12.11% [151550/1251000] [121.1/1000.0] [batch_t 0.511 (0.440)] [data_t 0.015] [optim_t 0.496] [lr 0.002894] [CE 4.318 (4.386)] [KD 3.535 (3.806)] +2024-10-15 18:05:56,510 - Train: 12.12% [151600/1251000] [121.2/1000.0] [batch_t 0.445 (0.445)] [data_t 0.015] [optim_t 0.430] [lr 0.002894] [CE 3.840 (4.299)] [KD 3.667 (3.726)] +2024-10-15 18:06:18,722 - Train: 12.12% [151650/1251000] [121.2/1000.0] [batch_t 0.457 (0.444)] [data_t 0.016] [optim_t 0.442] [lr 0.002894] [CE 4.664 (4.321)] [KD 3.881 (3.764)] +2024-10-15 18:06:40,166 - Train: 12.13% [151700/1251000] [121.3/1000.0] [batch_t 0.406 (0.429)] [data_t 0.015] [optim_t 0.391] [lr 0.002894] [CE 3.939 (4.302)] [KD 3.603 (3.745)] +2024-10-15 18:07:01,830 - Train: 12.13% [151750/1251000] [121.3/1000.0] [batch_t 0.374 (0.433)] [data_t 0.027] [optim_t 0.347] [lr 0.002893] [CE 4.638 (4.377)] [KD 4.045 (3.802)] +2024-10-15 18:07:23,832 - Train: 12.13% [151800/1251000] [121.3/1000.0] [batch_t 0.411 (0.440)] [data_t 0.069] [optim_t 0.342] [lr 0.002893] [CE 4.703 (4.284)] [KD 3.788 (3.766)] +2024-10-15 18:07:45,538 - Train: 12.14% [151850/1251000] [121.4/1000.0] [batch_t 0.460 (0.434)] [data_t 0.118] [optim_t 0.342] [lr 0.002893] [CE 4.372 (4.385)] [KD 3.723 (3.780)] +2024-10-15 18:08:07,703 - Train: 12.14% [151900/1251000] [121.4/1000.0] [batch_t 0.495 (0.443)] [data_t 0.152] [optim_t 0.343] [lr 0.002893] [CE 4.265 (4.390)] [KD 3.687 (3.804)] +2024-10-15 18:08:29,247 - Train: 12.15% [151950/1251000] [121.5/1000.0] [batch_t 0.403 (0.431)] [data_t 0.061] [optim_t 0.342] [lr 0.002893] [CE 4.135 (4.408)] [KD 3.657 (3.838)] +2024-10-15 18:08:51,526 - Train: 12.15% [152000/1251000] [121.5/1000.0] [batch_t 0.360 (0.445)] [data_t 0.015] [optim_t 0.345] [lr 0.002893] [CE 4.449 (4.379)] [KD 3.880 (3.832)] +2024-10-15 18:09:13,316 - Train: 12.15% [152050/1251000] [121.5/1000.0] [batch_t 0.467 (0.436)] [data_t 0.127] [optim_t 0.340] [lr 0.002893] [CE 4.572 (4.376)] [KD 3.882 (3.782)] +2024-10-15 18:09:35,110 - Train: 12.16% [152100/1251000] [121.6/1000.0] [batch_t 0.423 (0.436)] [data_t 0.077] [optim_t 0.345] [lr 0.002893] [CE 4.219 (4.300)] [KD 3.708 (3.777)] +2024-10-15 18:09:56,267 - Train: 12.16% [152150/1251000] [121.6/1000.0] [batch_t 0.360 (0.423)] [data_t 0.016] [optim_t 0.345] [lr 0.002893] [CE 3.929 (4.342)] [KD 3.713 (3.842)] +2024-10-15 18:10:18,124 - Train: 12.17% [152200/1251000] [121.7/1000.0] [batch_t 0.441 (0.437)] [data_t 0.101] [optim_t 0.341] [lr 0.002893] [CE 4.793 (4.328)] [KD 4.147 (3.834)] +2024-10-15 18:10:39,626 - Train: 12.17% [152250/1251000] [121.7/1000.0] [batch_t 0.521 (0.430)] [data_t 0.163] [optim_t 0.358] [lr 0.002893] [CE 4.630 (4.286)] [KD 3.818 (3.811)] +2024-10-15 18:11:01,516 - Train: 12.17% [152300/1251000] [121.7/1000.0] [batch_t 0.503 (0.438)] [data_t 0.161] [optim_t 0.341] [lr 0.002893] [CE 4.610 (4.271)] [KD 4.099 (3.797)] +2024-10-15 18:11:23,306 - Train: 12.18% [152350/1251000] [121.8/1000.0] [batch_t 0.423 (0.436)] [data_t 0.079] [optim_t 0.343] [lr 0.002893] [CE 4.440 (4.325)] [KD 3.979 (3.818)] +2024-10-15 18:11:44,769 - Train: 12.18% [152400/1251000] [121.8/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.002893] [CE 4.359 (4.336)] [KD 3.574 (3.815)] +2024-10-15 18:12:06,352 - Train: 12.19% [152450/1251000] [121.9/1000.0] [batch_t 0.544 (0.432)] [data_t 0.197] [optim_t 0.347] [lr 0.002892] [CE 4.571 (4.401)] [KD 4.058 (3.835)] +2024-10-15 18:12:27,814 - Train: 12.19% [152500/1251000] [121.9/1000.0] [batch_t 0.456 (0.429)] [data_t 0.113] [optim_t 0.343] [lr 0.002892] [CE 4.161 (4.384)] [KD 3.613 (3.847)] +2024-10-15 18:12:48,927 - Train: 12.19% [152550/1251000] [121.9/1000.0] [batch_t 0.434 (0.422)] [data_t 0.091] [optim_t 0.343] [lr 0.002892] [CE 3.969 (4.384)] [KD 3.666 (3.806)] +2024-10-15 18:13:10,633 - Train: 12.20% [152600/1251000] [122.0/1000.0] [batch_t 0.442 (0.434)] [data_t 0.101] [optim_t 0.341] [lr 0.002892] [CE 4.021 (4.333)] [KD 3.752 (3.755)] +2024-10-15 18:13:19,335 - ==> Total time: 18:31:27 Eta: 5 days, 13:18:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 18:13:36,667 - Train: 12.20% [152650/1251000] [122.0/1000.0] [batch_t 0.360 (0.565)] [data_t 0.016] [optim_t 0.344] [lr 0.002892] [CE 4.598 (4.330)] [KD 3.849 (3.663)] +2024-10-15 18:13:57,610 - Train: 12.21% [152700/1251000] [122.1/1000.0] [batch_t 0.378 (0.419)] [data_t 0.015] [optim_t 0.363] [lr 0.002892] [CE 4.304 (4.252)] [KD 3.823 (3.725)] +2024-10-15 18:14:19,424 - Train: 12.21% [152750/1251000] [122.1/1000.0] [batch_t 0.441 (0.436)] [data_t 0.016] [optim_t 0.426] [lr 0.002892] [CE 4.969 (4.300)] [KD 3.934 (3.701)] +2024-10-15 18:14:41,185 - Train: 12.21% [152800/1251000] [122.1/1000.0] [batch_t 0.431 (0.435)] [data_t 0.015] [optim_t 0.415] [lr 0.002892] [CE 4.193 (4.377)] [KD 3.430 (3.811)] +2024-10-15 18:15:03,081 - Train: 12.22% [152850/1251000] [122.2/1000.0] [batch_t 0.492 (0.438)] [data_t 0.015] [optim_t 0.477] [lr 0.002892] [CE 4.617 (4.365)] [KD 3.871 (3.747)] +2024-10-15 18:15:24,191 - Train: 12.22% [152900/1251000] [122.2/1000.0] [batch_t 0.541 (0.422)] [data_t 0.015] [optim_t 0.526] [lr 0.002892] [CE 3.960 (4.353)] [KD 3.681 (3.727)] +2024-10-15 18:15:45,337 - Train: 12.23% [152950/1251000] [122.3/1000.0] [batch_t 0.373 (0.423)] [data_t 0.015] [optim_t 0.358] [lr 0.002892] [CE 4.213 (4.272)] [KD 3.699 (3.707)] +2024-10-15 18:16:07,403 - Train: 12.23% [153000/1251000] [122.3/1000.0] [batch_t 0.418 (0.441)] [data_t 0.015] [optim_t 0.402] [lr 0.002892] [CE 4.161 (4.376)] [KD 3.798 (3.819)] +2024-10-15 18:16:29,418 - Train: 12.23% [153050/1251000] [122.3/1000.0] [batch_t 0.437 (0.440)] [data_t 0.015] [optim_t 0.422] [lr 0.002892] [CE 4.152 (4.344)] [KD 3.479 (3.803)] +2024-10-15 18:16:51,088 - Train: 12.24% [153100/1251000] [122.4/1000.0] [batch_t 0.404 (0.433)] [data_t 0.015] [optim_t 0.388] [lr 0.002892] [CE 4.626 (4.318)] [KD 3.828 (3.776)] +2024-10-15 18:17:11,599 - Train: 12.24% [153150/1251000] [122.4/1000.0] [batch_t 0.407 (0.410)] [data_t 0.015] [optim_t 0.391] [lr 0.002892] [CE 4.773 (4.304)] [KD 4.093 (3.810)] +2024-10-15 18:17:32,403 - Train: 12.25% [153200/1251000] [122.5/1000.0] [batch_t 0.368 (0.416)] [data_t 0.015] [optim_t 0.353] [lr 0.002891] [CE 4.134 (4.391)] [KD 3.754 (3.839)] +2024-10-15 18:17:53,358 - Train: 12.25% [153250/1251000] [122.5/1000.0] [batch_t 0.382 (0.419)] [data_t 0.015] [optim_t 0.367] [lr 0.002891] [CE 4.313 (4.379)] [KD 3.912 (3.844)] +2024-10-15 18:18:14,330 - Train: 12.25% [153300/1251000] [122.5/1000.0] [batch_t 0.402 (0.419)] [data_t 0.015] [optim_t 0.386] [lr 0.002891] [CE 4.847 (4.384)] [KD 3.998 (3.774)] +2024-10-15 18:18:35,301 - Train: 12.26% [153350/1251000] [122.6/1000.0] [batch_t 0.362 (0.419)] [data_t 0.015] [optim_t 0.347] [lr 0.002891] [CE 3.822 (4.347)] [KD 3.382 (3.804)] +2024-10-15 18:18:56,481 - Train: 12.26% [153400/1251000] [122.6/1000.0] [batch_t 0.463 (0.423)] [data_t 0.015] [optim_t 0.448] [lr 0.002891] [CE 4.314 (4.384)] [KD 3.926 (3.837)] +2024-10-15 18:19:17,446 - Train: 12.27% [153450/1251000] [122.7/1000.0] [batch_t 0.394 (0.419)] [data_t 0.015] [optim_t 0.378] [lr 0.002891] [CE 4.395 (4.369)] [KD 3.869 (3.844)] +2024-10-15 18:19:39,060 - Train: 12.27% [153500/1251000] [122.7/1000.0] [batch_t 0.419 (0.432)] [data_t 0.015] [optim_t 0.404] [lr 0.002891] [CE 3.512 (4.320)] [KD 3.374 (3.795)] +2024-10-15 18:20:00,223 - Train: 12.27% [153550/1251000] [122.7/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.002891] [CE 4.510 (4.260)] [KD 4.173 (3.754)] +2024-10-15 18:20:21,486 - Train: 12.28% [153600/1251000] [122.8/1000.0] [batch_t 0.421 (0.425)] [data_t 0.015] [optim_t 0.405] [lr 0.002891] [CE 4.273 (4.306)] [KD 3.840 (3.831)] +2024-10-15 18:20:43,057 - Train: 12.28% [153650/1251000] [122.8/1000.0] [batch_t 0.484 (0.431)] [data_t 0.016] [optim_t 0.468] [lr 0.002891] [CE 4.372 (4.370)] [KD 3.748 (3.841)] +2024-10-15 18:21:04,742 - Train: 12.29% [153700/1251000] [122.9/1000.0] [batch_t 0.433 (0.434)] [data_t 0.016] [optim_t 0.417] [lr 0.002891] [CE 4.174 (4.346)] [KD 3.758 (3.802)] +2024-10-15 18:21:26,088 - Train: 12.29% [153750/1251000] [122.9/1000.0] [batch_t 0.551 (0.427)] [data_t 0.015] [optim_t 0.535] [lr 0.002891] [CE 4.074 (4.272)] [KD 3.709 (3.764)] +2024-10-15 18:21:47,278 - Train: 12.29% [153800/1251000] [122.9/1000.0] [batch_t 0.420 (0.424)] [data_t 0.016] [optim_t 0.404] [lr 0.002891] [CE 4.918 (4.365)] [KD 4.054 (3.813)] +2024-10-15 18:22:08,624 - Train: 12.30% [153850/1251000] [123.0/1000.0] [batch_t 0.443 (0.427)] [data_t 0.015] [optim_t 0.428] [lr 0.002891] [CE 4.321 (4.348)] [KD 3.824 (3.857)] +2024-10-15 18:22:17,487 - ==> Total time: 18:40:26 Eta: 5 days, 13:08:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 18:22:34,058 - Train: 12.30% [153900/1251000] [123.0/1000.0] [batch_t 0.361 (0.564)] [data_t 0.015] [optim_t 0.345] [lr 0.002890] [CE 4.321 (4.369)] [KD 3.618 (3.807)] +2024-10-15 18:22:56,011 - Train: 12.31% [153950/1251000] [123.1/1000.0] [batch_t 0.426 (0.439)] [data_t 0.015] [optim_t 0.411] [lr 0.002890] [CE 4.470 (4.341)] [KD 3.759 (3.791)] +2024-10-15 18:23:17,582 - Train: 12.31% [154000/1251000] [123.1/1000.0] [batch_t 0.361 (0.431)] [data_t 0.016] [optim_t 0.345] [lr 0.002890] [CE 4.392 (4.324)] [KD 3.833 (3.699)] +2024-10-15 18:23:38,073 - Train: 12.31% [154050/1251000] [123.1/1000.0] [batch_t 0.445 (0.410)] [data_t 0.015] [optim_t 0.430] [lr 0.002890] [CE 4.365 (4.285)] [KD 3.728 (3.687)] +2024-10-15 18:23:58,894 - Train: 12.32% [154100/1251000] [123.2/1000.0] [batch_t 0.409 (0.416)] [data_t 0.015] [optim_t 0.394] [lr 0.002890] [CE 3.473 (4.359)] [KD 3.464 (3.756)] +2024-10-15 18:24:19,756 - Train: 12.32% [154150/1251000] [123.2/1000.0] [batch_t 0.410 (0.417)] [data_t 0.015] [optim_t 0.394] [lr 0.002890] [CE 4.185 (4.396)] [KD 3.681 (3.814)] +2024-10-15 18:24:41,113 - Train: 12.33% [154200/1251000] [123.3/1000.0] [batch_t 0.419 (0.427)] [data_t 0.015] [optim_t 0.404] [lr 0.002890] [CE 4.471 (4.331)] [KD 3.876 (3.789)] +2024-10-15 18:25:02,202 - Train: 12.33% [154250/1251000] [123.3/1000.0] [batch_t 0.488 (0.422)] [data_t 0.015] [optim_t 0.473] [lr 0.002890] [CE 4.534 (4.375)] [KD 3.974 (3.857)] +2024-10-15 18:25:23,515 - Train: 12.33% [154300/1251000] [123.3/1000.0] [batch_t 0.480 (0.426)] [data_t 0.015] [optim_t 0.465] [lr 0.002890] [CE 4.133 (4.332)] [KD 3.562 (3.797)] +2024-10-15 18:25:45,281 - Train: 12.34% [154350/1251000] [123.4/1000.0] [batch_t 0.447 (0.435)] [data_t 0.015] [optim_t 0.431] [lr 0.002890] [CE 4.445 (4.251)] [KD 4.002 (3.766)] +2024-10-15 18:26:06,517 - Train: 12.34% [154400/1251000] [123.4/1000.0] [batch_t 0.445 (0.425)] [data_t 0.015] [optim_t 0.430] [lr 0.002890] [CE 4.933 (4.389)] [KD 3.992 (3.841)] +2024-10-15 18:26:27,377 - Train: 12.35% [154450/1251000] [123.5/1000.0] [batch_t 0.421 (0.417)] [data_t 0.015] [optim_t 0.406] [lr 0.002890] [CE 4.754 (4.299)] [KD 3.973 (3.769)] +2024-10-15 18:26:48,530 - Train: 12.35% [154500/1251000] [123.5/1000.0] [batch_t 0.418 (0.423)] [data_t 0.015] [optim_t 0.403] [lr 0.002890] [CE 4.106 (4.289)] [KD 3.787 (3.821)] +2024-10-15 18:27:09,450 - Train: 12.35% [154550/1251000] [123.5/1000.0] [batch_t 0.409 (0.418)] [data_t 0.015] [optim_t 0.394] [lr 0.002890] [CE 4.569 (4.397)] [KD 3.992 (3.864)] +2024-10-15 18:27:30,596 - Train: 12.36% [154600/1251000] [123.6/1000.0] [batch_t 0.461 (0.423)] [data_t 0.015] [optim_t 0.445] [lr 0.002889] [CE 4.092 (4.312)] [KD 3.714 (3.816)] +2024-10-15 18:27:51,739 - Train: 12.36% [154650/1251000] [123.6/1000.0] [batch_t 0.361 (0.423)] [data_t 0.016] [optim_t 0.345] [lr 0.002889] [CE 4.426 (4.256)] [KD 3.692 (3.695)] +2024-10-15 18:28:12,346 - Train: 12.37% [154700/1251000] [123.7/1000.0] [batch_t 0.385 (0.412)] [data_t 0.015] [optim_t 0.369] [lr 0.002889] [CE 4.392 (4.378)] [KD 3.993 (3.840)] +2024-10-15 18:28:33,051 - Train: 12.37% [154750/1251000] [123.7/1000.0] [batch_t 0.410 (0.414)] [data_t 0.015] [optim_t 0.395] [lr 0.002889] [CE 4.444 (4.303)] [KD 3.687 (3.755)] +2024-10-15 18:28:54,721 - Train: 12.37% [154800/1251000] [123.7/1000.0] [batch_t 0.466 (0.433)] [data_t 0.015] [optim_t 0.451] [lr 0.002889] [CE 4.593 (4.301)] [KD 3.967 (3.827)] +2024-10-15 18:29:16,091 - Train: 12.38% [154850/1251000] [123.8/1000.0] [batch_t 0.409 (0.427)] [data_t 0.015] [optim_t 0.393] [lr 0.002889] [CE 4.390 (4.333)] [KD 3.853 (3.782)] +2024-10-15 18:29:37,118 - Train: 12.38% [154900/1251000] [123.8/1000.0] [batch_t 0.502 (0.420)] [data_t 0.015] [optim_t 0.487] [lr 0.002889] [CE 3.946 (4.392)] [KD 3.645 (3.870)] +2024-10-15 18:29:58,247 - Train: 12.39% [154950/1251000] [123.9/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.347] [lr 0.002889] [CE 4.112 (4.277)] [KD 3.490 (3.756)] +2024-10-15 18:30:19,404 - Train: 12.39% [155000/1251000] [123.9/1000.0] [batch_t 0.450 (0.423)] [data_t 0.015] [optim_t 0.434] [lr 0.002889] [CE 4.739 (4.407)] [KD 4.017 (3.835)] +2024-10-15 18:30:41,040 - Train: 12.39% [155050/1251000] [123.9/1000.0] [batch_t 0.488 (0.433)] [data_t 0.015] [optim_t 0.473] [lr 0.002889] [CE 4.418 (4.388)] [KD 3.898 (3.859)] +2024-10-15 18:31:02,256 - Train: 12.40% [155100/1251000] [124.0/1000.0] [batch_t 0.474 (0.424)] [data_t 0.015] [optim_t 0.458] [lr 0.002889] [CE 4.079 (4.329)] [KD 3.768 (3.821)] +2024-10-15 18:31:11,419 - ==> Total time: 18:49:20 Eta: 5 days, 12:58:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 18:31:27,414 - Train: 12.40% [155150/1251000] [124.0/1000.0] [batch_t 0.363 (0.560)] [data_t 0.015] [optim_t 0.347] [lr 0.002889] [CE 4.122 (4.316)] [KD 3.708 (3.756)] +2024-10-15 18:31:50,340 - Train: 12.41% [155200/1251000] [124.1/1000.0] [batch_t 0.496 (0.458)] [data_t 0.015] [optim_t 0.481] [lr 0.002889] [CE 4.524 (4.351)] [KD 3.628 (3.786)] +2024-10-15 18:32:12,618 - Train: 12.41% [155250/1251000] [124.1/1000.0] [batch_t 0.370 (0.445)] [data_t 0.015] [optim_t 0.354] [lr 0.002889] [CE 4.499 (4.296)] [KD 3.756 (3.718)] +2024-10-15 18:32:34,457 - Train: 12.41% [155300/1251000] [124.1/1000.0] [batch_t 0.504 (0.437)] [data_t 0.015] [optim_t 0.489] [lr 0.002888] [CE 4.514 (4.322)] [KD 3.565 (3.722)] +2024-10-15 18:32:55,406 - Train: 12.42% [155350/1251000] [124.2/1000.0] [batch_t 0.459 (0.419)] [data_t 0.015] [optim_t 0.443] [lr 0.002888] [CE 4.145 (4.307)] [KD 3.668 (3.754)] +2024-10-15 18:33:16,795 - Train: 12.42% [155400/1251000] [124.2/1000.0] [batch_t 0.483 (0.428)] [data_t 0.015] [optim_t 0.467] [lr 0.002888] [CE 4.272 (4.276)] [KD 3.693 (3.737)] +2024-10-15 18:33:37,565 - Train: 12.43% [155450/1251000] [124.3/1000.0] [batch_t 0.449 (0.415)] [data_t 0.015] [optim_t 0.434] [lr 0.002888] [CE 4.273 (4.353)] [KD 3.710 (3.776)] +2024-10-15 18:33:59,223 - Train: 12.43% [155500/1251000] [124.3/1000.0] [batch_t 0.448 (0.433)] [data_t 0.015] [optim_t 0.433] [lr 0.002888] [CE 4.337 (4.318)] [KD 3.690 (3.718)] +2024-10-15 18:34:21,539 - Train: 12.43% [155550/1251000] [124.3/1000.0] [batch_t 0.396 (0.446)] [data_t 0.015] [optim_t 0.381] [lr 0.002888] [CE 4.852 (4.311)] [KD 4.074 (3.714)] +2024-10-15 18:34:43,165 - Train: 12.44% [155600/1251000] [124.4/1000.0] [batch_t 0.433 (0.432)] [data_t 0.015] [optim_t 0.418] [lr 0.002888] [CE 4.055 (4.360)] [KD 3.658 (3.764)] +2024-10-15 18:35:05,054 - Train: 12.44% [155650/1251000] [124.4/1000.0] [batch_t 0.420 (0.438)] [data_t 0.015] [optim_t 0.405] [lr 0.002888] [CE 4.108 (4.338)] [KD 3.771 (3.750)] +2024-10-15 18:35:27,101 - Train: 12.45% [155700/1251000] [124.5/1000.0] [batch_t 0.458 (0.441)] [data_t 0.016] [optim_t 0.442] [lr 0.002888] [CE 4.415 (4.315)] [KD 3.605 (3.745)] +2024-10-15 18:35:48,450 - Train: 12.45% [155750/1251000] [124.5/1000.0] [batch_t 0.466 (0.427)] [data_t 0.015] [optim_t 0.451] [lr 0.002888] [CE 4.570 (4.274)] [KD 3.618 (3.732)] +2024-10-15 18:36:09,601 - Train: 12.45% [155800/1251000] [124.5/1000.0] [batch_t 0.507 (0.423)] [data_t 0.015] [optim_t 0.491] [lr 0.002888] [CE 4.353 (4.348)] [KD 3.669 (3.784)] +2024-10-15 18:36:30,587 - Train: 12.46% [155850/1251000] [124.6/1000.0] [batch_t 0.441 (0.420)] [data_t 0.015] [optim_t 0.426] [lr 0.002888] [CE 4.520 (4.278)] [KD 3.974 (3.761)] +2024-10-15 18:36:51,748 - Train: 12.46% [155900/1251000] [124.6/1000.0] [batch_t 0.412 (0.423)] [data_t 0.015] [optim_t 0.397] [lr 0.002888] [CE 3.882 (4.220)] [KD 3.699 (3.725)] +2024-10-15 18:37:13,539 - Train: 12.47% [155950/1251000] [124.7/1000.0] [batch_t 0.365 (0.436)] [data_t 0.015] [optim_t 0.350] [lr 0.002888] [CE 4.040 (4.327)] [KD 3.812 (3.785)] +2024-10-15 18:37:35,250 - Train: 12.47% [156000/1251000] [124.7/1000.0] [batch_t 0.359 (0.434)] [data_t 0.015] [optim_t 0.344] [lr 0.002887] [CE 4.595 (4.313)] [KD 3.895 (3.763)] +2024-10-15 18:37:57,169 - Train: 12.47% [156050/1251000] [124.7/1000.0] [batch_t 0.425 (0.438)] [data_t 0.081] [optim_t 0.344] [lr 0.002887] [CE 4.787 (4.400)] [KD 3.847 (3.782)] +2024-10-15 18:38:18,889 - Train: 12.48% [156100/1251000] [124.8/1000.0] [batch_t 0.447 (0.434)] [data_t 0.102] [optim_t 0.345] [lr 0.002887] [CE 3.955 (4.336)] [KD 3.636 (3.861)] +2024-10-15 18:38:40,629 - Train: 12.48% [156150/1251000] [124.8/1000.0] [batch_t 0.504 (0.435)] [data_t 0.161] [optim_t 0.343] [lr 0.002887] [CE 4.303 (4.337)] [KD 3.855 (3.828)] +2024-10-15 18:39:02,084 - Train: 12.49% [156200/1251000] [124.9/1000.0] [batch_t 0.370 (0.429)] [data_t 0.022] [optim_t 0.348] [lr 0.002887] [CE 4.767 (4.358)] [KD 4.041 (3.801)] +2024-10-15 18:39:23,799 - Train: 12.49% [156250/1251000] [124.9/1000.0] [batch_t 0.425 (0.434)] [data_t 0.080] [optim_t 0.345] [lr 0.002887] [CE 3.779 (4.373)] [KD 3.512 (3.793)] +2024-10-15 18:39:46,023 - Train: 12.49% [156300/1251000] [124.9/1000.0] [batch_t 0.405 (0.444)] [data_t 0.015] [optim_t 0.389] [lr 0.002887] [CE 4.528 (4.313)] [KD 3.510 (3.758)] +2024-10-15 18:40:07,943 - Train: 12.50% [156350/1251000] [125.0/1000.0] [batch_t 0.440 (0.438)] [data_t 0.015] [optim_t 0.425] [lr 0.002887] [CE 4.571 (4.350)] [KD 3.966 (3.802)] +2024-10-15 18:40:40,564 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.446)] [top1_cnt 36877] [top5_cnt 46018] [top_all 50000] +2024-10-15 18:40:40,565 - net: 73.754 (92.036) +2024-10-15 18:41:01,641 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 39452] [top5_cnt 47188] [top_all 50000] +2024-10-15 18:41:01,642 - net_E: 78.904 (94.376) +2024-10-15 18:41:01,810 - Max [top1: 74.004 (epoch: 115)] [top1-ema: 78.904 (epoch: 125)] +2024-10-15 18:41:01,810 - ==> Total time: 18:59:10 Eta: 5 days, 12:54:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 18:41:20,448 - Train: 12.50% [156400/1251000] [125.0/1000.0] [batch_t 0.364 (0.442)] [data_t 0.015] [optim_t 0.348] [lr 0.002887] [CE 4.252 (4.389)] [KD 3.548 (3.786)] +2024-10-15 18:41:40,809 - Train: 12.51% [156450/1251000] [125.1/1000.0] [batch_t 0.589 (0.407)] [data_t 0.015] [optim_t 0.574] [lr 0.002887] [CE 4.384 (4.303)] [KD 3.687 (3.801)] +2024-10-15 18:42:02,026 - Train: 12.51% [156500/1251000] [125.1/1000.0] [batch_t 0.454 (0.424)] [data_t 0.015] [optim_t 0.439] [lr 0.002887] [CE 3.933 (4.357)] [KD 3.526 (3.751)] +2024-10-15 18:42:24,624 - Train: 12.51% [156550/1251000] [125.1/1000.0] [batch_t 0.460 (0.452)] [data_t 0.015] [optim_t 0.445] [lr 0.002887] [CE 4.490 (4.351)] [KD 4.062 (3.771)] +2024-10-15 18:42:45,775 - Train: 12.52% [156600/1251000] [125.2/1000.0] [batch_t 0.432 (0.423)] [data_t 0.015] [optim_t 0.417] [lr 0.002887] [CE 3.837 (4.270)] [KD 3.647 (3.747)] +2024-10-15 18:43:06,576 - Train: 12.52% [156650/1251000] [125.2/1000.0] [batch_t 0.392 (0.416)] [data_t 0.015] [optim_t 0.377] [lr 0.002887] [CE 4.406 (4.372)] [KD 3.894 (3.747)] +2024-10-15 18:43:27,686 - Train: 12.53% [156700/1251000] [125.3/1000.0] [batch_t 0.398 (0.422)] [data_t 0.015] [optim_t 0.382] [lr 0.002886] [CE 4.306 (4.248)] [KD 3.619 (3.716)] +2024-10-15 18:43:49,040 - Train: 12.53% [156750/1251000] [125.3/1000.0] [batch_t 0.383 (0.427)] [data_t 0.015] [optim_t 0.368] [lr 0.002886] [CE 4.371 (4.283)] [KD 3.784 (3.720)] +2024-10-15 18:44:09,980 - Train: 12.53% [156800/1251000] [125.3/1000.0] [batch_t 0.465 (0.419)] [data_t 0.016] [optim_t 0.450] [lr 0.002886] [CE 4.193 (4.347)] [KD 3.631 (3.806)] +2024-10-15 18:44:31,176 - Train: 12.54% [156850/1251000] [125.4/1000.0] [batch_t 0.572 (0.424)] [data_t 0.015] [optim_t 0.557] [lr 0.002886] [CE 4.180 (4.297)] [KD 3.733 (3.787)] +2024-10-15 18:44:51,862 - Train: 12.54% [156900/1251000] [125.4/1000.0] [batch_t 0.358 (0.414)] [data_t 0.015] [optim_t 0.342] [lr 0.002886] [CE 4.436 (4.355)] [KD 3.976 (3.779)] +2024-10-15 18:45:13,055 - Train: 12.55% [156950/1251000] [125.5/1000.0] [batch_t 0.395 (0.424)] [data_t 0.015] [optim_t 0.380] [lr 0.002886] [CE 4.556 (4.313)] [KD 4.067 (3.770)] +2024-10-15 18:45:33,938 - Train: 12.55% [157000/1251000] [125.5/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.346] [lr 0.002886] [CE 4.001 (4.356)] [KD 3.728 (3.836)] +2024-10-15 18:45:54,936 - Train: 12.55% [157050/1251000] [125.5/1000.0] [batch_t 0.384 (0.420)] [data_t 0.015] [optim_t 0.368] [lr 0.002886] [CE 4.313 (4.305)] [KD 3.640 (3.802)] +2024-10-15 18:46:15,970 - Train: 12.56% [157100/1251000] [125.6/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.002886] [CE 4.218 (4.328)] [KD 3.903 (3.839)] +2024-10-15 18:46:36,853 - Train: 12.56% [157150/1251000] [125.6/1000.0] [batch_t 0.447 (0.418)] [data_t 0.015] [optim_t 0.432] [lr 0.002886] [CE 3.912 (4.376)] [KD 3.754 (3.817)] +2024-10-15 18:46:58,117 - Train: 12.57% [157200/1251000] [125.7/1000.0] [batch_t 0.500 (0.425)] [data_t 0.015] [optim_t 0.485] [lr 0.002886] [CE 4.409 (4.382)] [KD 3.519 (3.788)] +2024-10-15 18:47:19,749 - Train: 12.57% [157250/1251000] [125.7/1000.0] [batch_t 0.413 (0.433)] [data_t 0.016] [optim_t 0.398] [lr 0.002886] [CE 4.483 (4.306)] [KD 3.848 (3.737)] +2024-10-15 18:47:41,577 - Train: 12.57% [157300/1251000] [125.7/1000.0] [batch_t 0.482 (0.436)] [data_t 0.015] [optim_t 0.466] [lr 0.002886] [CE 3.906 (4.380)] [KD 3.684 (3.862)] +2024-10-15 18:48:03,546 - Train: 12.58% [157350/1251000] [125.8/1000.0] [batch_t 0.460 (0.439)] [data_t 0.015] [optim_t 0.444] [lr 0.002886] [CE 4.783 (4.360)] [KD 4.037 (3.780)] +2024-10-15 18:48:24,875 - Train: 12.58% [157400/1251000] [125.8/1000.0] [batch_t 0.445 (0.426)] [data_t 0.015] [optim_t 0.429] [lr 0.002885] [CE 4.407 (4.319)] [KD 3.611 (3.784)] +2024-10-15 18:48:46,195 - Train: 12.59% [157450/1251000] [125.9/1000.0] [batch_t 0.432 (0.426)] [data_t 0.015] [optim_t 0.417] [lr 0.002885] [CE 4.479 (4.327)] [KD 3.908 (3.807)] +2024-10-15 18:49:07,676 - Train: 12.59% [157500/1251000] [125.9/1000.0] [batch_t 0.458 (0.430)] [data_t 0.015] [optim_t 0.443] [lr 0.002885] [CE 4.441 (4.311)] [KD 3.888 (3.760)] +2024-10-15 18:49:29,270 - Train: 12.59% [157550/1251000] [125.9/1000.0] [batch_t 0.485 (0.432)] [data_t 0.016] [optim_t 0.469] [lr 0.002885] [CE 4.251 (4.370)] [KD 3.999 (3.774)] +2024-10-15 18:49:50,788 - Train: 12.60% [157600/1251000] [126.0/1000.0] [batch_t 0.404 (0.430)] [data_t 0.015] [optim_t 0.388] [lr 0.002885] [CE 4.316 (4.365)] [KD 3.935 (3.817)] +2024-10-15 18:50:00,959 - ==> Total time: 19:08:09 Eta: 5 days, 12:44:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 18:50:17,052 - Train: 12.60% [157650/1251000] [126.0/1000.0] [batch_t 0.361 (0.516)] [data_t 0.015] [optim_t 0.345] [lr 0.002885] [CE 4.151 (4.294)] [KD 3.640 (3.729)] +2024-10-15 18:50:36,986 - Train: 12.61% [157700/1251000] [126.1/1000.0] [batch_t 0.442 (0.399)] [data_t 0.015] [optim_t 0.427] [lr 0.002885] [CE 4.476 (4.294)] [KD 3.898 (3.753)] +2024-10-15 18:50:58,793 - Train: 12.61% [157750/1251000] [126.1/1000.0] [batch_t 0.435 (0.436)] [data_t 0.015] [optim_t 0.420] [lr 0.002885] [CE 4.070 (4.359)] [KD 3.601 (3.771)] +2024-10-15 18:51:20,484 - Train: 12.61% [157800/1251000] [126.1/1000.0] [batch_t 0.486 (0.434)] [data_t 0.015] [optim_t 0.470] [lr 0.002885] [CE 4.198 (4.343)] [KD 3.922 (3.803)] +2024-10-15 18:51:41,765 - Train: 12.62% [157850/1251000] [126.2/1000.0] [batch_t 0.451 (0.426)] [data_t 0.015] [optim_t 0.435] [lr 0.002885] [CE 4.155 (4.301)] [KD 3.570 (3.804)] +2024-10-15 18:52:02,737 - Train: 12.62% [157900/1251000] [126.2/1000.0] [batch_t 0.385 (0.419)] [data_t 0.016] [optim_t 0.369] [lr 0.002885] [CE 4.222 (4.353)] [KD 3.752 (3.779)] +2024-10-15 18:52:24,761 - Train: 12.63% [157950/1251000] [126.3/1000.0] [batch_t 0.360 (0.440)] [data_t 0.015] [optim_t 0.345] [lr 0.002885] [CE 4.024 (4.319)] [KD 3.591 (3.782)] +2024-10-15 18:52:45,574 - Train: 12.63% [158000/1251000] [126.3/1000.0] [batch_t 0.427 (0.416)] [data_t 0.015] [optim_t 0.412] [lr 0.002885] [CE 4.483 (4.286)] [KD 3.791 (3.741)] +2024-10-15 18:53:07,089 - Train: 12.63% [158050/1251000] [126.3/1000.0] [batch_t 0.392 (0.430)] [data_t 0.015] [optim_t 0.377] [lr 0.002885] [CE 3.952 (4.319)] [KD 3.396 (3.773)] +2024-10-15 18:53:28,782 - Train: 12.64% [158100/1251000] [126.4/1000.0] [batch_t 0.388 (0.434)] [data_t 0.015] [optim_t 0.373] [lr 0.002884] [CE 4.042 (4.271)] [KD 3.504 (3.752)] +2024-10-15 18:53:50,445 - Train: 12.64% [158150/1251000] [126.4/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.347] [lr 0.002884] [CE 4.908 (4.318)] [KD 4.020 (3.749)] +2024-10-15 18:54:11,550 - Train: 12.65% [158200/1251000] [126.5/1000.0] [batch_t 0.376 (0.422)] [data_t 0.016] [optim_t 0.361] [lr 0.002884] [CE 4.411 (4.367)] [KD 3.717 (3.719)] +2024-10-15 18:54:32,719 - Train: 12.65% [158250/1251000] [126.5/1000.0] [batch_t 0.438 (0.423)] [data_t 0.015] [optim_t 0.423] [lr 0.002884] [CE 4.051 (4.276)] [KD 3.608 (3.732)] +2024-10-15 18:54:53,625 - Train: 12.65% [158300/1251000] [126.5/1000.0] [batch_t 0.415 (0.418)] [data_t 0.015] [optim_t 0.400] [lr 0.002884] [CE 4.083 (4.363)] [KD 3.687 (3.828)] +2024-10-15 18:55:14,314 - Train: 12.66% [158350/1251000] [126.6/1000.0] [batch_t 0.360 (0.414)] [data_t 0.015] [optim_t 0.344] [lr 0.002884] [CE 4.185 (4.402)] [KD 3.520 (3.810)] +2024-10-15 18:55:34,863 - Train: 12.66% [158400/1251000] [126.6/1000.0] [batch_t 0.409 (0.411)] [data_t 0.016] [optim_t 0.394] [lr 0.002884] [CE 3.987 (4.326)] [KD 3.466 (3.738)] +2024-10-15 18:55:55,876 - Train: 12.67% [158450/1251000] [126.7/1000.0] [batch_t 0.376 (0.420)] [data_t 0.015] [optim_t 0.361] [lr 0.002884] [CE 4.317 (4.353)] [KD 3.735 (3.760)] +2024-10-15 18:56:16,901 - Train: 12.67% [158500/1251000] [126.7/1000.0] [batch_t 0.571 (0.420)] [data_t 0.015] [optim_t 0.555] [lr 0.002884] [CE 4.636 (4.392)] [KD 3.874 (3.810)] +2024-10-15 18:56:37,739 - Train: 12.67% [158550/1251000] [126.7/1000.0] [batch_t 0.401 (0.417)] [data_t 0.015] [optim_t 0.385] [lr 0.002884] [CE 3.644 (4.368)] [KD 3.601 (3.822)] +2024-10-15 18:56:58,401 - Train: 12.68% [158600/1251000] [126.8/1000.0] [batch_t 0.389 (0.413)] [data_t 0.016] [optim_t 0.374] [lr 0.002884] [CE 4.174 (4.327)] [KD 3.791 (3.863)] +2024-10-15 18:57:19,469 - Train: 12.68% [158650/1251000] [126.8/1000.0] [batch_t 0.472 (0.421)] [data_t 0.015] [optim_t 0.457] [lr 0.002884] [CE 4.330 (4.360)] [KD 3.845 (3.719)] +2024-10-15 18:57:40,335 - Train: 12.69% [158700/1251000] [126.9/1000.0] [batch_t 0.444 (0.417)] [data_t 0.015] [optim_t 0.429] [lr 0.002884] [CE 4.530 (4.353)] [KD 4.012 (3.874)] +2024-10-15 18:58:01,555 - Train: 12.69% [158750/1251000] [126.9/1000.0] [batch_t 0.452 (0.424)] [data_t 0.015] [optim_t 0.437] [lr 0.002884] [CE 4.205 (4.303)] [KD 4.019 (3.842)] +2024-10-15 18:58:22,636 - Train: 12.69% [158800/1251000] [126.9/1000.0] [batch_t 0.460 (0.422)] [data_t 0.015] [optim_t 0.444] [lr 0.002883] [CE 3.905 (4.334)] [KD 3.537 (3.763)] +2024-10-15 18:58:43,368 - Train: 12.70% [158850/1251000] [127.0/1000.0] [batch_t 0.391 (0.415)] [data_t 0.015] [optim_t 0.376] [lr 0.002883] [CE 4.026 (4.399)] [KD 3.648 (3.860)] +2024-10-15 18:58:54,068 - ==> Total time: 19:17:02 Eta: 5 days, 12:33:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 18:59:08,642 - Train: 12.70% [158900/1251000] [127.0/1000.0] [batch_t 0.359 (0.570)] [data_t 0.015] [optim_t 0.343] [lr 0.002883] [CE 3.982 (4.370)] [KD 3.366 (3.737)] +2024-10-15 18:59:28,293 - Train: 12.71% [158950/1251000] [127.1/1000.0] [batch_t 0.363 (0.393)] [data_t 0.021] [optim_t 0.342] [lr 0.002883] [CE 4.555 (4.300)] [KD 3.941 (3.720)] +2024-10-15 18:59:48,981 - Train: 12.71% [159000/1251000] [127.1/1000.0] [batch_t 0.409 (0.414)] [data_t 0.067] [optim_t 0.343] [lr 0.002883] [CE 4.493 (4.360)] [KD 3.731 (3.816)] +2024-10-15 19:00:10,455 - Train: 12.71% [159050/1251000] [127.1/1000.0] [batch_t 0.448 (0.429)] [data_t 0.106] [optim_t 0.341] [lr 0.002883] [CE 4.564 (4.318)] [KD 3.825 (3.761)] +2024-10-15 19:00:31,377 - Train: 12.72% [159100/1251000] [127.2/1000.0] [batch_t 0.465 (0.418)] [data_t 0.123] [optim_t 0.342] [lr 0.002883] [CE 4.340 (4.341)] [KD 3.880 (3.746)] +2024-10-15 19:00:52,192 - Train: 12.72% [159150/1251000] [127.2/1000.0] [batch_t 0.359 (0.416)] [data_t 0.015] [optim_t 0.343] [lr 0.002883] [CE 4.764 (4.310)] [KD 4.040 (3.668)] +2024-10-15 19:01:13,184 - Train: 12.73% [159200/1251000] [127.3/1000.0] [batch_t 0.407 (0.420)] [data_t 0.061] [optim_t 0.346] [lr 0.002883] [CE 4.387 (4.424)] [KD 3.900 (3.812)] +2024-10-15 19:01:34,294 - Train: 12.73% [159250/1251000] [127.3/1000.0] [batch_t 0.410 (0.422)] [data_t 0.015] [optim_t 0.395] [lr 0.002883] [CE 3.863 (4.342)] [KD 3.479 (3.798)] +2024-10-15 19:01:55,321 - Train: 12.73% [159300/1251000] [127.3/1000.0] [batch_t 0.368 (0.420)] [data_t 0.023] [optim_t 0.346] [lr 0.002883] [CE 4.519 (4.332)] [KD 3.860 (3.742)] +2024-10-15 19:02:16,538 - Train: 12.74% [159350/1251000] [127.4/1000.0] [batch_t 0.425 (0.424)] [data_t 0.086] [optim_t 0.339] [lr 0.002883] [CE 4.264 (4.414)] [KD 4.020 (3.829)] +2024-10-15 19:02:37,593 - Train: 12.74% [159400/1251000] [127.4/1000.0] [batch_t 0.419 (0.421)] [data_t 0.076] [optim_t 0.343] [lr 0.002883] [CE 4.241 (4.329)] [KD 3.619 (3.765)] +2024-10-15 19:02:58,756 - Train: 12.75% [159450/1251000] [127.5/1000.0] [batch_t 0.446 (0.423)] [data_t 0.105] [optim_t 0.342] [lr 0.002883] [CE 4.545 (4.345)] [KD 3.926 (3.770)] +2024-10-15 19:03:20,518 - Train: 12.75% [159500/1251000] [127.5/1000.0] [batch_t 0.505 (0.435)] [data_t 0.165] [optim_t 0.340] [lr 0.002882] [CE 4.189 (4.326)] [KD 3.797 (3.820)] +2024-10-15 19:03:42,511 - Train: 12.75% [159550/1251000] [127.5/1000.0] [batch_t 0.415 (0.440)] [data_t 0.071] [optim_t 0.343] [lr 0.002882] [CE 4.434 (4.331)] [KD 3.688 (3.791)] +2024-10-15 19:04:04,500 - Train: 12.76% [159600/1251000] [127.6/1000.0] [batch_t 0.450 (0.440)] [data_t 0.109] [optim_t 0.341] [lr 0.002882] [CE 4.429 (4.373)] [KD 3.512 (3.789)] +2024-10-15 19:04:24,970 - Train: 12.76% [159650/1251000] [127.6/1000.0] [batch_t 0.391 (0.409)] [data_t 0.048] [optim_t 0.343] [lr 0.002882] [CE 4.046 (4.288)] [KD 3.744 (3.737)] +2024-10-15 19:04:45,355 - Train: 12.77% [159700/1251000] [127.7/1000.0] [batch_t 0.404 (0.408)] [data_t 0.062] [optim_t 0.342] [lr 0.002882] [CE 4.568 (4.378)] [KD 3.883 (3.821)] +2024-10-15 19:05:07,013 - Train: 12.77% [159750/1251000] [127.7/1000.0] [batch_t 0.359 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.002882] [CE 4.512 (4.337)] [KD 3.740 (3.864)] +2024-10-15 19:05:27,981 - Train: 12.77% [159800/1251000] [127.7/1000.0] [batch_t 0.379 (0.419)] [data_t 0.015] [optim_t 0.363] [lr 0.002882] [CE 4.428 (4.309)] [KD 3.716 (3.771)] +2024-10-15 19:05:49,188 - Train: 12.78% [159850/1251000] [127.8/1000.0] [batch_t 0.418 (0.424)] [data_t 0.015] [optim_t 0.403] [lr 0.002882] [CE 4.145 (4.318)] [KD 3.589 (3.783)] +2024-10-15 19:06:10,049 - Train: 12.78% [159900/1251000] [127.8/1000.0] [batch_t 0.359 (0.417)] [data_t 0.015] [optim_t 0.343] [lr 0.002882] [CE 4.324 (4.317)] [KD 3.608 (3.752)] +2024-10-15 19:06:31,501 - Train: 12.79% [159950/1251000] [127.9/1000.0] [batch_t 0.388 (0.429)] [data_t 0.015] [optim_t 0.372] [lr 0.002882] [CE 4.600 (4.258)] [KD 3.747 (3.767)] +2024-10-15 19:06:53,299 - Train: 12.79% [160000/1251000] [127.9/1000.0] [batch_t 0.358 (0.436)] [data_t 0.015] [optim_t 0.342] [lr 0.002882] [CE 4.354 (4.324)] [KD 3.799 (3.813)] +2024-10-15 19:07:14,302 - Train: 12.79% [160050/1251000] [127.9/1000.0] [batch_t 0.364 (0.420)] [data_t 0.015] [optim_t 0.348] [lr 0.002882] [CE 4.904 (4.335)] [KD 4.251 (3.791)] +2024-10-15 19:07:35,414 - Train: 12.80% [160100/1251000] [128.0/1000.0] [batch_t 0.386 (0.422)] [data_t 0.015] [optim_t 0.370] [lr 0.002882] [CE 4.161 (4.373)] [KD 3.476 (3.808)] +2024-10-15 19:07:46,910 - ==> Total time: 19:25:55 Eta: 5 days, 12:22:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 19:08:01,353 - Train: 12.80% [160150/1251000] [128.0/1000.0] [batch_t 0.364 (0.595)] [data_t 0.015] [optim_t 0.348] [lr 0.002882] [CE 4.383 (4.298)] [KD 3.735 (3.770)] +2024-10-15 19:08:20,732 - Train: 12.81% [160200/1251000] [128.1/1000.0] [batch_t 0.418 (0.387)] [data_t 0.015] [optim_t 0.402] [lr 0.002881] [CE 4.445 (4.302)] [KD 3.460 (3.728)] +2024-10-15 19:08:41,497 - Train: 12.81% [160250/1251000] [128.1/1000.0] [batch_t 0.437 (0.415)] [data_t 0.098] [optim_t 0.340] [lr 0.002881] [CE 4.585 (4.238)] [KD 3.942 (3.737)] +2024-10-15 19:09:02,055 - Train: 12.81% [160300/1251000] [128.1/1000.0] [batch_t 0.430 (0.411)] [data_t 0.090] [optim_t 0.340] [lr 0.002881] [CE 4.413 (4.383)] [KD 3.572 (3.794)] +2024-10-15 19:09:22,938 - Train: 12.82% [160350/1251000] [128.2/1000.0] [batch_t 0.413 (0.418)] [data_t 0.015] [optim_t 0.397] [lr 0.002881] [CE 4.612 (4.365)] [KD 4.051 (3.797)] +2024-10-15 19:09:43,817 - Train: 12.82% [160400/1251000] [128.2/1000.0] [batch_t 0.412 (0.417)] [data_t 0.015] [optim_t 0.397] [lr 0.002881] [CE 4.373 (4.332)] [KD 3.980 (3.786)] +2024-10-15 19:10:04,745 - Train: 12.83% [160450/1251000] [128.3/1000.0] [batch_t 0.430 (0.418)] [data_t 0.088] [optim_t 0.342] [lr 0.002881] [CE 4.417 (4.274)] [KD 4.048 (3.770)] +2024-10-15 19:10:25,078 - Train: 12.83% [160500/1251000] [128.3/1000.0] [batch_t 0.413 (0.407)] [data_t 0.072] [optim_t 0.342] [lr 0.002881] [CE 4.236 (4.395)] [KD 3.741 (3.852)] +2024-10-15 19:10:46,042 - Train: 12.83% [160550/1251000] [128.3/1000.0] [batch_t 0.424 (0.419)] [data_t 0.015] [optim_t 0.409] [lr 0.002881] [CE 4.042 (4.339)] [KD 3.526 (3.793)] +2024-10-15 19:11:08,198 - Train: 12.84% [160600/1251000] [128.4/1000.0] [batch_t 0.425 (0.443)] [data_t 0.016] [optim_t 0.409] [lr 0.002881] [CE 4.477 (4.404)] [KD 3.565 (3.824)] +2024-10-15 19:11:29,895 - Train: 12.84% [160650/1251000] [128.4/1000.0] [batch_t 0.459 (0.434)] [data_t 0.015] [optim_t 0.443] [lr 0.002881] [CE 4.522 (4.315)] [KD 3.826 (3.807)] +2024-10-15 19:11:50,654 - Train: 12.85% [160700/1251000] [128.5/1000.0] [batch_t 0.422 (0.415)] [data_t 0.015] [optim_t 0.407] [lr 0.002881] [CE 4.126 (4.356)] [KD 3.897 (3.772)] +2024-10-15 19:12:11,756 - Train: 12.85% [160750/1251000] [128.5/1000.0] [batch_t 0.516 (0.422)] [data_t 0.016] [optim_t 0.500] [lr 0.002881] [CE 4.384 (4.341)] [KD 3.904 (3.811)] +2024-10-15 19:12:32,300 - Train: 12.85% [160800/1251000] [128.5/1000.0] [batch_t 0.373 (0.411)] [data_t 0.015] [optim_t 0.358] [lr 0.002881] [CE 3.879 (4.330)] [KD 3.445 (3.765)] +2024-10-15 19:12:53,204 - Train: 12.86% [160850/1251000] [128.6/1000.0] [batch_t 0.437 (0.418)] [data_t 0.015] [optim_t 0.422] [lr 0.002880] [CE 4.134 (4.324)] [KD 3.573 (3.750)] +2024-10-15 19:13:14,213 - Train: 12.86% [160900/1251000] [128.6/1000.0] [batch_t 0.415 (0.420)] [data_t 0.015] [optim_t 0.400] [lr 0.002880] [CE 4.041 (4.362)] [KD 3.606 (3.756)] +2024-10-15 19:13:34,761 - Train: 12.87% [160950/1251000] [128.7/1000.0] [batch_t 0.478 (0.411)] [data_t 0.015] [optim_t 0.463] [lr 0.002880] [CE 4.233 (4.382)] [KD 3.867 (3.816)] +2024-10-15 19:13:55,394 - Train: 12.87% [161000/1251000] [128.7/1000.0] [batch_t 0.434 (0.413)] [data_t 0.015] [optim_t 0.419] [lr 0.002880] [CE 4.498 (4.303)] [KD 3.713 (3.772)] +2024-10-15 19:14:17,710 - Train: 12.87% [161050/1251000] [128.7/1000.0] [batch_t 0.417 (0.446)] [data_t 0.015] [optim_t 0.402] [lr 0.002880] [CE 4.349 (4.329)] [KD 3.892 (3.851)] +2024-10-15 19:14:37,919 - Train: 12.88% [161100/1251000] [128.8/1000.0] [batch_t 0.425 (0.404)] [data_t 0.015] [optim_t 0.410] [lr 0.002880] [CE 4.107 (4.340)] [KD 3.911 (3.820)] +2024-10-15 19:14:58,499 - Train: 12.88% [161150/1251000] [128.8/1000.0] [batch_t 0.375 (0.412)] [data_t 0.015] [optim_t 0.359] [lr 0.002880] [CE 4.356 (4.370)] [KD 4.136 (3.834)] +2024-10-15 19:15:18,662 - Train: 12.89% [161200/1251000] [128.9/1000.0] [batch_t 0.426 (0.403)] [data_t 0.015] [optim_t 0.411] [lr 0.002880] [CE 4.365 (4.346)] [KD 3.833 (3.798)] +2024-10-15 19:15:39,179 - Train: 12.89% [161250/1251000] [128.9/1000.0] [batch_t 0.488 (0.410)] [data_t 0.016] [optim_t 0.473] [lr 0.002880] [CE 4.273 (4.337)] [KD 3.542 (3.749)] +2024-10-15 19:16:00,053 - Train: 12.89% [161300/1251000] [128.9/1000.0] [batch_t 0.365 (0.417)] [data_t 0.015] [optim_t 0.350] [lr 0.002880] [CE 3.971 (4.312)] [KD 3.821 (3.799)] +2024-10-15 19:16:21,361 - Train: 12.90% [161350/1251000] [129.0/1000.0] [batch_t 0.401 (0.426)] [data_t 0.015] [optim_t 0.385] [lr 0.002880] [CE 3.976 (4.328)] [KD 3.652 (3.767)] +2024-10-15 19:16:33,041 - ==> Total time: 19:34:41 Eta: 5 days, 12:11:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 19:16:47,875 - Train: 12.90% [161400/1251000] [129.0/1000.0] [batch_t 0.360 (0.642)] [data_t 0.016] [optim_t 0.345] [lr 0.002880] [CE 3.319 (4.365)] [KD 3.410 (3.765)] +2024-10-15 19:17:08,410 - Train: 12.91% [161450/1251000] [129.1/1000.0] [batch_t 0.539 (0.411)] [data_t 0.015] [optim_t 0.523] [lr 0.002880] [CE 4.506 (4.325)] [KD 3.795 (3.726)] +2024-10-15 19:17:31,020 - Train: 12.91% [161500/1251000] [129.1/1000.0] [batch_t 0.386 (0.452)] [data_t 0.015] [optim_t 0.371] [lr 0.002880] [CE 4.636 (4.343)] [KD 4.137 (3.740)] +2024-10-15 19:17:53,247 - Train: 12.91% [161550/1251000] [129.1/1000.0] [batch_t 0.590 (0.444)] [data_t 0.015] [optim_t 0.575] [lr 0.002879] [CE 3.953 (4.282)] [KD 3.446 (3.726)] +2024-10-15 19:18:15,432 - Train: 12.92% [161600/1251000] [129.2/1000.0] [batch_t 0.441 (0.444)] [data_t 0.015] [optim_t 0.426] [lr 0.002879] [CE 4.332 (4.294)] [KD 4.009 (3.689)] +2024-10-15 19:18:37,699 - Train: 12.92% [161650/1251000] [129.2/1000.0] [batch_t 0.430 (0.445)] [data_t 0.015] [optim_t 0.414] [lr 0.002879] [CE 4.371 (4.260)] [KD 3.915 (3.704)] +2024-10-15 19:19:00,010 - Train: 12.93% [161700/1251000] [129.3/1000.0] [batch_t 0.359 (0.446)] [data_t 0.015] [optim_t 0.344] [lr 0.002879] [CE 4.045 (4.262)] [KD 3.836 (3.725)] +2024-10-15 19:19:22,327 - Train: 12.93% [161750/1251000] [129.3/1000.0] [batch_t 0.387 (0.446)] [data_t 0.015] [optim_t 0.372] [lr 0.002879] [CE 3.894 (4.286)] [KD 3.502 (3.770)] +2024-10-15 19:19:44,540 - Train: 12.93% [161800/1251000] [129.3/1000.0] [batch_t 0.457 (0.444)] [data_t 0.015] [optim_t 0.442] [lr 0.002879] [CE 4.358 (4.308)] [KD 4.082 (3.770)] +2024-10-15 19:20:06,350 - Train: 12.94% [161850/1251000] [129.4/1000.0] [batch_t 0.487 (0.436)] [data_t 0.015] [optim_t 0.472] [lr 0.002879] [CE 3.639 (4.372)] [KD 3.712 (3.826)] +2024-10-15 19:20:28,328 - Train: 12.94% [161900/1251000] [129.4/1000.0] [batch_t 0.468 (0.439)] [data_t 0.015] [optim_t 0.453] [lr 0.002879] [CE 4.368 (4.346)] [KD 4.070 (3.786)] +2024-10-15 19:20:50,500 - Train: 12.95% [161950/1251000] [129.5/1000.0] [batch_t 0.432 (0.443)] [data_t 0.015] [optim_t 0.417] [lr 0.002879] [CE 4.219 (4.359)] [KD 3.450 (3.787)] +2024-10-15 19:21:12,428 - Train: 12.95% [162000/1251000] [129.5/1000.0] [batch_t 0.399 (0.438)] [data_t 0.015] [optim_t 0.383] [lr 0.002879] [CE 4.173 (4.342)] [KD 3.679 (3.799)] +2024-10-15 19:21:34,487 - Train: 12.95% [162050/1251000] [129.5/1000.0] [batch_t 0.489 (0.441)] [data_t 0.015] [optim_t 0.474] [lr 0.002879] [CE 4.477 (4.338)] [KD 3.882 (3.794)] +2024-10-15 19:21:56,239 - Train: 12.96% [162100/1251000] [129.6/1000.0] [batch_t 0.463 (0.435)] [data_t 0.015] [optim_t 0.448] [lr 0.002879] [CE 3.812 (4.234)] [KD 3.602 (3.780)] +2024-10-15 19:22:18,720 - Train: 12.96% [162150/1251000] [129.6/1000.0] [batch_t 0.396 (0.450)] [data_t 0.015] [optim_t 0.380] [lr 0.002879] [CE 4.141 (4.328)] [KD 3.693 (3.775)] +2024-10-15 19:22:40,453 - Train: 12.97% [162200/1251000] [129.7/1000.0] [batch_t 0.416 (0.435)] [data_t 0.016] [optim_t 0.400] [lr 0.002879] [CE 4.849 (4.340)] [KD 3.842 (3.764)] +2024-10-15 19:23:02,408 - Train: 12.97% [162250/1251000] [129.7/1000.0] [batch_t 0.524 (0.439)] [data_t 0.015] [optim_t 0.509] [lr 0.002878] [CE 4.597 (4.405)] [KD 3.645 (3.828)] +2024-10-15 19:23:24,368 - Train: 12.97% [162300/1251000] [129.7/1000.0] [batch_t 0.484 (0.439)] [data_t 0.015] [optim_t 0.468] [lr 0.002878] [CE 4.668 (4.351)] [KD 4.083 (3.814)] +2024-10-15 19:23:46,347 - Train: 12.98% [162350/1251000] [129.8/1000.0] [batch_t 0.489 (0.439)] [data_t 0.015] [optim_t 0.473] [lr 0.002878] [CE 4.758 (4.306)] [KD 4.007 (3.767)] +2024-10-15 19:24:08,383 - Train: 12.98% [162400/1251000] [129.8/1000.0] [batch_t 0.391 (0.441)] [data_t 0.015] [optim_t 0.376] [lr 0.002878] [CE 4.582 (4.297)] [KD 3.675 (3.787)] +2024-10-15 19:24:30,054 - Train: 12.99% [162450/1251000] [129.9/1000.0] [batch_t 0.447 (0.433)] [data_t 0.015] [optim_t 0.432] [lr 0.002878] [CE 4.257 (4.290)] [KD 3.641 (3.729)] +2024-10-15 19:24:52,046 - Train: 12.99% [162500/1251000] [129.9/1000.0] [batch_t 0.515 (0.440)] [data_t 0.015] [optim_t 0.499] [lr 0.002878] [CE 4.049 (4.328)] [KD 3.570 (3.759)] +2024-10-15 19:25:13,456 - Train: 12.99% [162550/1251000] [129.9/1000.0] [batch_t 0.421 (0.428)] [data_t 0.015] [optim_t 0.405] [lr 0.002878] [CE 4.346 (4.280)] [KD 3.762 (3.798)] +2024-10-15 19:25:34,052 - Train: 13.00% [162600/1251000] [130.0/1000.0] [batch_t 0.419 (0.412)] [data_t 0.015] [optim_t 0.403] [lr 0.002878] [CE 4.070 (4.340)] [KD 3.634 (3.767)] +2024-10-15 19:26:08,167 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.443)] [top1_cnt 36917] [top5_cnt 46074] [top_all 50000] +2024-10-15 19:26:08,168 - net: 73.834 (92.148) +2024-10-15 19:26:31,208 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.455)] [top1_cnt 39432] [top5_cnt 47222] [top_all 50000] +2024-10-15 19:26:31,208 - net_E: 78.864 (94.444) +2024-10-15 19:26:31,333 - Max [top1: 74.004 (epoch: 115)] [top1-ema: 78.904 (epoch: 125)] +2024-10-15 19:26:31,334 - ==> Total time: 19:44:39 Eta: 5 days, 12:08:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 19:26:45,288 - Train: 13.00% [162650/1251000] [130.0/1000.0] [batch_t 0.361 (0.623)] [data_t 0.015] [optim_t 0.345] [lr 0.002878] [CE 3.879 (4.352)] [KD 3.574 (3.707)] +2024-10-15 19:27:06,132 - Train: 13.01% [162700/1251000] [130.1/1000.0] [batch_t 0.478 (0.417)] [data_t 0.015] [optim_t 0.462] [lr 0.002878] [CE 4.556 (4.361)] [KD 3.789 (3.793)] +2024-10-15 19:27:27,781 - Train: 13.01% [162750/1251000] [130.1/1000.0] [batch_t 0.405 (0.433)] [data_t 0.015] [optim_t 0.389] [lr 0.002878] [CE 4.408 (4.254)] [KD 3.813 (3.744)] +2024-10-15 19:27:49,174 - Train: 13.01% [162800/1251000] [130.1/1000.0] [batch_t 0.444 (0.428)] [data_t 0.015] [optim_t 0.429] [lr 0.002878] [CE 4.575 (4.386)] [KD 3.801 (3.779)] +2024-10-15 19:28:10,400 - Train: 13.02% [162850/1251000] [130.2/1000.0] [batch_t 0.389 (0.424)] [data_t 0.015] [optim_t 0.373] [lr 0.002878] [CE 3.830 (4.339)] [KD 3.606 (3.793)] +2024-10-15 19:28:31,402 - Train: 13.02% [162900/1251000] [130.2/1000.0] [batch_t 0.396 (0.420)] [data_t 0.016] [optim_t 0.380] [lr 0.002877] [CE 4.509 (4.366)] [KD 3.948 (3.766)] +2024-10-15 19:28:52,323 - Train: 13.03% [162950/1251000] [130.3/1000.0] [batch_t 0.509 (0.418)] [data_t 0.015] [optim_t 0.494] [lr 0.002877] [CE 4.697 (4.327)] [KD 4.083 (3.728)] +2024-10-15 19:29:12,877 - Train: 13.03% [163000/1251000] [130.3/1000.0] [batch_t 0.457 (0.411)] [data_t 0.016] [optim_t 0.441] [lr 0.002877] [CE 4.212 (4.290)] [KD 3.769 (3.704)] +2024-10-15 19:29:33,288 - Train: 13.03% [163050/1251000] [130.3/1000.0] [batch_t 0.446 (0.408)] [data_t 0.015] [optim_t 0.430] [lr 0.002877] [CE 4.217 (4.392)] [KD 3.553 (3.748)] +2024-10-15 19:29:54,066 - Train: 13.04% [163100/1251000] [130.4/1000.0] [batch_t 0.421 (0.415)] [data_t 0.016] [optim_t 0.406] [lr 0.002877] [CE 4.175 (4.280)] [KD 3.843 (3.772)] +2024-10-15 19:30:15,701 - Train: 13.04% [163150/1251000] [130.4/1000.0] [batch_t 0.543 (0.433)] [data_t 0.016] [optim_t 0.527] [lr 0.002877] [CE 4.042 (4.339)] [KD 3.670 (3.781)] +2024-10-15 19:30:37,265 - Train: 13.05% [163200/1251000] [130.5/1000.0] [batch_t 0.430 (0.431)] [data_t 0.016] [optim_t 0.414] [lr 0.002877] [CE 4.646 (4.278)] [KD 3.944 (3.763)] +2024-10-15 19:30:58,834 - Train: 13.05% [163250/1251000] [130.5/1000.0] [batch_t 0.385 (0.431)] [data_t 0.016] [optim_t 0.370] [lr 0.002877] [CE 4.107 (4.307)] [KD 3.839 (3.725)] +2024-10-15 19:31:19,766 - Train: 13.05% [163300/1251000] [130.5/1000.0] [batch_t 0.481 (0.419)] [data_t 0.016] [optim_t 0.465] [lr 0.002877] [CE 3.972 (4.308)] [KD 3.590 (3.808)] +2024-10-15 19:31:42,077 - Train: 13.06% [163350/1251000] [130.6/1000.0] [batch_t 0.888 (0.446)] [data_t 0.016] [optim_t 0.872] [lr 0.002877] [CE 4.735 (4.356)] [KD 3.911 (3.773)] +2024-10-15 19:32:03,372 - Train: 13.06% [163400/1251000] [130.6/1000.0] [batch_t 0.422 (0.426)] [data_t 0.016] [optim_t 0.406] [lr 0.002877] [CE 4.831 (4.327)] [KD 3.926 (3.734)] +2024-10-15 19:32:23,825 - Train: 13.07% [163450/1251000] [130.7/1000.0] [batch_t 0.504 (0.409)] [data_t 0.016] [optim_t 0.489] [lr 0.002877] [CE 4.093 (4.295)] [KD 3.543 (3.732)] +2024-10-15 19:32:43,961 - Train: 13.07% [163500/1251000] [130.7/1000.0] [batch_t 0.388 (0.403)] [data_t 0.016] [optim_t 0.372] [lr 0.002877] [CE 3.948 (4.360)] [KD 3.784 (3.785)] +2024-10-15 19:33:04,573 - Train: 13.07% [163550/1251000] [130.7/1000.0] [batch_t 0.451 (0.412)] [data_t 0.016] [optim_t 0.435] [lr 0.002877] [CE 4.417 (4.334)] [KD 3.718 (3.773)] +2024-10-15 19:33:26,542 - Train: 13.08% [163600/1251000] [130.8/1000.0] [batch_t 0.443 (0.439)] [data_t 0.016] [optim_t 0.427] [lr 0.002876] [CE 4.710 (4.322)] [KD 4.015 (3.738)] +2024-10-15 19:33:47,800 - Train: 13.08% [163650/1251000] [130.8/1000.0] [batch_t 0.433 (0.425)] [data_t 0.016] [optim_t 0.417] [lr 0.002876] [CE 3.985 (4.273)] [KD 3.618 (3.758)] +2024-10-15 19:34:08,937 - Train: 13.09% [163700/1251000] [130.9/1000.0] [batch_t 0.453 (0.423)] [data_t 0.016] [optim_t 0.438] [lr 0.002876] [CE 4.575 (4.341)] [KD 3.811 (3.815)] +2024-10-15 19:34:29,930 - Train: 13.09% [163750/1251000] [130.9/1000.0] [batch_t 0.418 (0.420)] [data_t 0.015] [optim_t 0.402] [lr 0.002876] [CE 4.315 (4.308)] [KD 3.914 (3.828)] +2024-10-15 19:34:51,000 - Train: 13.09% [163800/1251000] [130.9/1000.0] [batch_t 0.383 (0.421)] [data_t 0.016] [optim_t 0.368] [lr 0.002876] [CE 4.295 (4.334)] [KD 3.741 (3.785)] +2024-10-15 19:35:12,996 - Train: 13.10% [163850/1251000] [131.0/1000.0] [batch_t 0.464 (0.440)] [data_t 0.016] [optim_t 0.448] [lr 0.002876] [CE 4.844 (4.382)] [KD 3.837 (3.813)] +2024-10-15 19:35:25,453 - ==> Total time: 19:53:34 Eta: 5 days, 11:57:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 19:35:39,419 - Train: 13.10% [163900/1251000] [131.0/1000.0] [batch_t 0.359 (0.658)] [data_t 0.016] [optim_t 0.343] [lr 0.002876] [CE 3.742 (4.194)] [KD 3.497 (3.725)] +2024-10-15 19:36:00,937 - Train: 13.11% [163950/1251000] [131.1/1000.0] [batch_t 0.417 (0.430)] [data_t 0.051] [optim_t 0.366] [lr 0.002876] [CE 4.498 (4.296)] [KD 3.675 (3.764)] +2024-10-15 19:36:22,814 - Train: 13.11% [164000/1251000] [131.1/1000.0] [batch_t 0.364 (0.437)] [data_t 0.015] [optim_t 0.349] [lr 0.002876] [CE 4.176 (4.325)] [KD 3.686 (3.762)] +2024-10-15 19:36:44,998 - Train: 13.11% [164050/1251000] [131.1/1000.0] [batch_t 0.551 (0.444)] [data_t 0.015] [optim_t 0.536] [lr 0.002876] [CE 4.892 (4.268)] [KD 3.979 (3.729)] +2024-10-15 19:37:06,416 - Train: 13.12% [164100/1251000] [131.2/1000.0] [batch_t 0.402 (0.428)] [data_t 0.060] [optim_t 0.342] [lr 0.002876] [CE 3.981 (4.373)] [KD 3.631 (3.748)] +2024-10-15 19:37:28,014 - Train: 13.12% [164150/1251000] [131.2/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.345] [lr 0.002876] [CE 3.979 (4.253)] [KD 3.510 (3.715)] +2024-10-15 19:37:49,946 - Train: 13.13% [164200/1251000] [131.3/1000.0] [batch_t 0.362 (0.439)] [data_t 0.015] [optim_t 0.347] [lr 0.002876] [CE 4.455 (4.282)] [KD 3.865 (3.687)] +2024-10-15 19:38:11,954 - Train: 13.13% [164250/1251000] [131.3/1000.0] [batch_t 0.422 (0.440)] [data_t 0.078] [optim_t 0.344] [lr 0.002875] [CE 4.018 (4.365)] [KD 3.436 (3.758)] +2024-10-15 19:38:33,767 - Train: 13.13% [164300/1251000] [131.3/1000.0] [batch_t 0.456 (0.436)] [data_t 0.111] [optim_t 0.345] [lr 0.002875] [CE 4.449 (4.351)] [KD 3.836 (3.786)] +2024-10-15 19:38:55,677 - Train: 13.14% [164350/1251000] [131.4/1000.0] [batch_t 0.493 (0.438)] [data_t 0.148] [optim_t 0.345] [lr 0.002875] [CE 4.439 (4.261)] [KD 4.052 (3.736)] +2024-10-15 19:39:17,041 - Train: 13.14% [164400/1251000] [131.4/1000.0] [batch_t 0.361 (0.427)] [data_t 0.015] [optim_t 0.346] [lr 0.002875] [CE 4.225 (4.335)] [KD 3.749 (3.756)] +2024-10-15 19:39:38,439 - Train: 13.15% [164450/1251000] [131.5/1000.0] [batch_t 0.427 (0.428)] [data_t 0.084] [optim_t 0.343] [lr 0.002875] [CE 4.576 (4.284)] [KD 3.841 (3.767)] +2024-10-15 19:39:59,763 - Train: 13.15% [164500/1251000] [131.5/1000.0] [batch_t 0.441 (0.426)] [data_t 0.094] [optim_t 0.346] [lr 0.002875] [CE 3.848 (4.372)] [KD 3.523 (3.873)] +2024-10-15 19:40:20,952 - Train: 13.15% [164550/1251000] [131.5/1000.0] [batch_t 0.395 (0.424)] [data_t 0.052] [optim_t 0.343] [lr 0.002875] [CE 4.279 (4.252)] [KD 3.909 (3.708)] +2024-10-15 19:40:42,009 - Train: 13.16% [164600/1251000] [131.6/1000.0] [batch_t 0.551 (0.421)] [data_t 0.054] [optim_t 0.497] [lr 0.002875] [CE 4.591 (4.376)] [KD 3.931 (3.808)] +2024-10-15 19:41:03,058 - Train: 13.16% [164650/1251000] [131.6/1000.0] [batch_t 0.414 (0.421)] [data_t 0.070] [optim_t 0.345] [lr 0.002875] [CE 4.218 (4.344)] [KD 3.666 (3.790)] +2024-10-15 19:41:24,032 - Train: 13.17% [164700/1251000] [131.7/1000.0] [batch_t 0.442 (0.419)] [data_t 0.015] [optim_t 0.426] [lr 0.002875] [CE 4.679 (4.323)] [KD 3.977 (3.765)] +2024-10-15 19:41:45,630 - Train: 13.17% [164750/1251000] [131.7/1000.0] [batch_t 0.430 (0.432)] [data_t 0.016] [optim_t 0.415] [lr 0.002875] [CE 4.238 (4.314)] [KD 3.591 (3.723)] +2024-10-15 19:42:07,104 - Train: 13.17% [164800/1251000] [131.7/1000.0] [batch_t 0.362 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.002875] [CE 4.774 (4.428)] [KD 4.184 (3.885)] +2024-10-15 19:42:28,772 - Train: 13.18% [164850/1251000] [131.8/1000.0] [batch_t 0.431 (0.433)] [data_t 0.015] [optim_t 0.416] [lr 0.002875] [CE 4.960 (4.374)] [KD 4.185 (3.792)] +2024-10-15 19:42:50,618 - Train: 13.18% [164900/1251000] [131.8/1000.0] [batch_t 0.388 (0.437)] [data_t 0.015] [optim_t 0.372] [lr 0.002874] [CE 4.115 (4.307)] [KD 3.781 (3.785)] +2024-10-15 19:43:12,425 - Train: 13.19% [164950/1251000] [131.9/1000.0] [batch_t 0.417 (0.436)] [data_t 0.015] [optim_t 0.401] [lr 0.002874] [CE 4.093 (4.336)] [KD 3.609 (3.734)] +2024-10-15 19:43:34,258 - Train: 13.19% [165000/1251000] [131.9/1000.0] [batch_t 0.411 (0.437)] [data_t 0.015] [optim_t 0.396] [lr 0.002874] [CE 3.762 (4.305)] [KD 3.252 (3.777)] +2024-10-15 19:43:55,921 - Train: 13.19% [165050/1251000] [131.9/1000.0] [batch_t 0.443 (0.433)] [data_t 0.015] [optim_t 0.427] [lr 0.002874] [CE 4.319 (4.301)] [KD 3.679 (3.771)] +2024-10-15 19:44:17,519 - Train: 13.20% [165100/1251000] [132.0/1000.0] [batch_t 0.517 (0.432)] [data_t 0.015] [optim_t 0.501] [lr 0.002874] [CE 4.854 (4.338)] [KD 4.196 (3.800)] +2024-10-15 19:44:30,423 - ==> Total time: 20:02:39 Eta: 5 days, 11:48:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 19:44:43,674 - Train: 13.20% [165150/1251000] [132.0/1000.0] [batch_t 0.366 (0.659)] [data_t 0.015] [optim_t 0.351] [lr 0.002874] [CE 4.408 (4.295)] [KD 3.700 (3.738)] +2024-10-15 19:45:05,048 - Train: 13.21% [165200/1251000] [132.1/1000.0] [batch_t 0.471 (0.427)] [data_t 0.015] [optim_t 0.456] [lr 0.002874] [CE 4.447 (4.397)] [KD 3.668 (3.716)] +2024-10-15 19:45:27,268 - Train: 13.21% [165250/1251000] [132.1/1000.0] [batch_t 0.461 (0.444)] [data_t 0.015] [optim_t 0.446] [lr 0.002874] [CE 4.775 (4.328)] [KD 3.851 (3.733)] +2024-10-15 19:45:49,487 - Train: 13.21% [165300/1251000] [132.1/1000.0] [batch_t 0.421 (0.444)] [data_t 0.015] [optim_t 0.406] [lr 0.002874] [CE 4.526 (4.336)] [KD 3.915 (3.735)] +2024-10-15 19:46:11,381 - Train: 13.22% [165350/1251000] [132.2/1000.0] [batch_t 0.463 (0.438)] [data_t 0.016] [optim_t 0.448] [lr 0.002874] [CE 4.992 (4.377)] [KD 4.211 (3.759)] +2024-10-15 19:46:32,731 - Train: 13.22% [165400/1251000] [132.2/1000.0] [batch_t 0.426 (0.427)] [data_t 0.015] [optim_t 0.410] [lr 0.002874] [CE 4.526 (4.365)] [KD 3.754 (3.721)] +2024-10-15 19:46:54,319 - Train: 13.23% [165450/1251000] [132.3/1000.0] [batch_t 0.488 (0.432)] [data_t 0.015] [optim_t 0.473] [lr 0.002874] [CE 4.413 (4.432)] [KD 4.022 (3.810)] +2024-10-15 19:47:15,847 - Train: 13.23% [165500/1251000] [132.3/1000.0] [batch_t 0.450 (0.430)] [data_t 0.015] [optim_t 0.434] [lr 0.002874] [CE 4.582 (4.339)] [KD 3.894 (3.766)] +2024-10-15 19:47:37,622 - Train: 13.23% [165550/1251000] [132.3/1000.0] [batch_t 0.409 (0.435)] [data_t 0.016] [optim_t 0.393] [lr 0.002874] [CE 3.736 (4.311)] [KD 3.504 (3.770)] +2024-10-15 19:47:59,177 - Train: 13.24% [165600/1251000] [132.4/1000.0] [batch_t 0.455 (0.431)] [data_t 0.015] [optim_t 0.439] [lr 0.002873] [CE 4.664 (4.355)] [KD 3.753 (3.780)] +2024-10-15 19:48:19,782 - Train: 13.24% [165650/1251000] [132.4/1000.0] [batch_t 0.389 (0.412)] [data_t 0.015] [optim_t 0.374] [lr 0.002873] [CE 4.649 (4.355)] [KD 3.957 (3.735)] +2024-10-15 19:48:40,030 - Train: 13.25% [165700/1251000] [132.5/1000.0] [batch_t 0.402 (0.405)] [data_t 0.015] [optim_t 0.386] [lr 0.002873] [CE 4.777 (4.350)] [KD 3.860 (3.721)] +2024-10-15 19:49:00,378 - Train: 13.25% [165750/1251000] [132.5/1000.0] [batch_t 0.456 (0.407)] [data_t 0.015] [optim_t 0.440] [lr 0.002873] [CE 3.723 (4.280)] [KD 3.478 (3.761)] +2024-10-15 19:49:21,750 - Train: 13.25% [165800/1251000] [132.5/1000.0] [batch_t 0.401 (0.427)] [data_t 0.015] [optim_t 0.386] [lr 0.002873] [CE 3.781 (4.358)] [KD 3.836 (3.786)] +2024-10-15 19:49:43,380 - Train: 13.26% [165850/1251000] [132.6/1000.0] [batch_t 0.452 (0.433)] [data_t 0.015] [optim_t 0.437] [lr 0.002873] [CE 3.614 (4.309)] [KD 3.549 (3.723)] +2024-10-15 19:50:04,869 - Train: 13.26% [165900/1251000] [132.6/1000.0] [batch_t 0.384 (0.430)] [data_t 0.015] [optim_t 0.368] [lr 0.002873] [CE 4.166 (4.275)] [KD 3.770 (3.740)] +2024-10-15 19:50:25,833 - Train: 13.27% [165950/1251000] [132.7/1000.0] [batch_t 0.486 (0.419)] [data_t 0.015] [optim_t 0.471] [lr 0.002873] [CE 4.609 (4.408)] [KD 3.724 (3.771)] +2024-10-15 19:50:47,376 - Train: 13.27% [166000/1251000] [132.7/1000.0] [batch_t 0.467 (0.431)] [data_t 0.015] [optim_t 0.452] [lr 0.002873] [CE 4.394 (4.264)] [KD 3.679 (3.727)] +2024-10-15 19:51:08,731 - Train: 13.27% [166050/1251000] [132.7/1000.0] [batch_t 0.527 (0.427)] [data_t 0.015] [optim_t 0.511] [lr 0.002873] [CE 4.599 (4.365)] [KD 3.939 (3.741)] +2024-10-15 19:51:30,050 - Train: 13.28% [166100/1251000] [132.8/1000.0] [batch_t 0.362 (0.426)] [data_t 0.016] [optim_t 0.346] [lr 0.002873] [CE 4.338 (4.366)] [KD 3.733 (3.832)] +2024-10-15 19:51:51,468 - Train: 13.28% [166150/1251000] [132.8/1000.0] [batch_t 0.430 (0.428)] [data_t 0.015] [optim_t 0.415] [lr 0.002873] [CE 4.166 (4.368)] [KD 3.556 (3.833)] +2024-10-15 19:52:12,812 - Train: 13.29% [166200/1251000] [132.9/1000.0] [batch_t 0.447 (0.427)] [data_t 0.015] [optim_t 0.432] [lr 0.002873] [CE 4.369 (4.417)] [KD 3.590 (3.809)] +2024-10-15 19:52:34,034 - Train: 13.29% [166250/1251000] [132.9/1000.0] [batch_t 0.408 (0.424)] [data_t 0.015] [optim_t 0.393] [lr 0.002872] [CE 4.322 (4.330)] [KD 3.625 (3.757)] +2024-10-15 19:52:55,771 - Train: 13.29% [166300/1251000] [132.9/1000.0] [batch_t 0.477 (0.435)] [data_t 0.015] [optim_t 0.461] [lr 0.002872] [CE 4.281 (4.347)] [KD 3.819 (3.829)] +2024-10-15 19:53:16,946 - Train: 13.30% [166350/1251000] [133.0/1000.0] [batch_t 0.433 (0.423)] [data_t 0.015] [optim_t 0.418] [lr 0.002872] [CE 4.343 (4.344)] [KD 3.809 (3.788)] +2024-10-15 19:53:30,156 - ==> Total time: 20:11:38 Eta: 5 days, 11:38:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 19:53:43,164 - Train: 13.30% [166400/1251000] [133.0/1000.0] [batch_t 0.360 (0.689)] [data_t 0.015] [optim_t 0.345] [lr 0.002872] [CE 3.841 (4.381)] [KD 3.581 (3.800)] +2024-10-15 19:54:05,602 - Train: 13.31% [166450/1251000] [133.1/1000.0] [batch_t 0.518 (0.449)] [data_t 0.015] [optim_t 0.502] [lr 0.002872] [CE 4.075 (4.321)] [KD 3.645 (3.715)] +2024-10-15 19:54:28,192 - Train: 13.31% [166500/1251000] [133.1/1000.0] [batch_t 0.360 (0.452)] [data_t 0.015] [optim_t 0.345] [lr 0.002872] [CE 4.762 (4.323)] [KD 3.842 (3.699)] +2024-10-15 19:54:50,864 - Train: 13.31% [166550/1251000] [133.1/1000.0] [batch_t 0.493 (0.453)] [data_t 0.015] [optim_t 0.478] [lr 0.002872] [CE 4.450 (4.335)] [KD 3.669 (3.741)] +2024-10-15 19:55:13,152 - Train: 13.32% [166600/1251000] [133.2/1000.0] [batch_t 0.361 (0.446)] [data_t 0.015] [optim_t 0.345] [lr 0.002872] [CE 4.088 (4.352)] [KD 3.865 (3.746)] +2024-10-15 19:55:34,773 - Train: 13.32% [166650/1251000] [133.2/1000.0] [batch_t 0.467 (0.432)] [data_t 0.015] [optim_t 0.451] [lr 0.002872] [CE 4.164 (4.317)] [KD 3.782 (3.768)] +2024-10-15 19:55:56,342 - Train: 13.33% [166700/1251000] [133.3/1000.0] [batch_t 0.411 (0.431)] [data_t 0.015] [optim_t 0.396] [lr 0.002872] [CE 4.354 (4.374)] [KD 3.898 (3.781)] +2024-10-15 19:56:17,372 - Train: 13.33% [166750/1251000] [133.3/1000.0] [batch_t 0.383 (0.421)] [data_t 0.015] [optim_t 0.368] [lr 0.002872] [CE 4.052 (4.360)] [KD 3.725 (3.756)] +2024-10-15 19:56:38,969 - Train: 13.33% [166800/1251000] [133.3/1000.0] [batch_t 0.425 (0.432)] [data_t 0.015] [optim_t 0.410] [lr 0.002872] [CE 3.733 (4.315)] [KD 3.248 (3.754)] +2024-10-15 19:57:00,738 - Train: 13.34% [166850/1251000] [133.4/1000.0] [batch_t 0.457 (0.435)] [data_t 0.016] [optim_t 0.442] [lr 0.002872] [CE 4.021 (4.413)] [KD 3.489 (3.835)] +2024-10-15 19:57:22,775 - Train: 13.34% [166900/1251000] [133.4/1000.0] [batch_t 0.426 (0.441)] [data_t 0.015] [optim_t 0.411] [lr 0.002871] [CE 4.303 (4.291)] [KD 3.968 (3.818)] +2024-10-15 19:57:43,533 - Train: 13.35% [166950/1251000] [133.5/1000.0] [batch_t 0.439 (0.415)] [data_t 0.015] [optim_t 0.423] [lr 0.002871] [CE 4.215 (4.314)] [KD 3.713 (3.829)] +2024-10-15 19:58:04,120 - Train: 13.35% [167000/1251000] [133.5/1000.0] [batch_t 0.384 (0.412)] [data_t 0.015] [optim_t 0.368] [lr 0.002871] [CE 4.346 (4.324)] [KD 3.579 (3.790)] +2024-10-15 19:58:24,680 - Train: 13.35% [167050/1251000] [133.5/1000.0] [batch_t 0.405 (0.411)] [data_t 0.015] [optim_t 0.389] [lr 0.002871] [CE 4.455 (4.331)] [KD 3.695 (3.753)] +2024-10-15 19:58:45,192 - Train: 13.36% [167100/1251000] [133.6/1000.0] [batch_t 0.375 (0.410)] [data_t 0.015] [optim_t 0.360] [lr 0.002871] [CE 4.652 (4.329)] [KD 3.834 (3.775)] +2024-10-15 19:59:06,910 - Train: 13.36% [167150/1251000] [133.6/1000.0] [batch_t 0.358 (0.434)] [data_t 0.015] [optim_t 0.342] [lr 0.002871] [CE 4.076 (4.297)] [KD 3.677 (3.765)] +2024-10-15 19:59:28,407 - Train: 13.37% [167200/1251000] [133.7/1000.0] [batch_t 0.390 (0.430)] [data_t 0.015] [optim_t 0.375] [lr 0.002871] [CE 4.402 (4.345)] [KD 3.648 (3.772)] +2024-10-15 19:59:50,095 - Train: 13.37% [167250/1251000] [133.7/1000.0] [batch_t 0.420 (0.434)] [data_t 0.015] [optim_t 0.405] [lr 0.002871] [CE 4.210 (4.387)] [KD 3.596 (3.765)] +2024-10-15 20:00:12,267 - Train: 13.37% [167300/1251000] [133.7/1000.0] [batch_t 0.424 (0.443)] [data_t 0.015] [optim_t 0.409] [lr 0.002871] [CE 4.158 (4.308)] [KD 3.721 (3.765)] +2024-10-15 20:00:34,094 - Train: 13.38% [167350/1251000] [133.8/1000.0] [batch_t 0.394 (0.436)] [data_t 0.015] [optim_t 0.378] [lr 0.002871] [CE 3.869 (4.266)] [KD 3.758 (3.791)] +2024-10-15 20:00:55,303 - Train: 13.38% [167400/1251000] [133.8/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.002871] [CE 4.328 (4.396)] [KD 3.655 (3.858)] +2024-10-15 20:01:15,751 - Train: 13.39% [167450/1251000] [133.9/1000.0] [batch_t 0.391 (0.409)] [data_t 0.015] [optim_t 0.375] [lr 0.002871] [CE 4.549 (4.334)] [KD 3.754 (3.796)] +2024-10-15 20:01:36,094 - Train: 13.39% [167500/1251000] [133.9/1000.0] [batch_t 0.482 (0.407)] [data_t 0.015] [optim_t 0.467] [lr 0.002871] [CE 4.427 (4.276)] [KD 4.153 (3.754)] +2024-10-15 20:01:57,640 - Train: 13.39% [167550/1251000] [133.9/1000.0] [batch_t 0.401 (0.431)] [data_t 0.015] [optim_t 0.385] [lr 0.002870] [CE 4.275 (4.327)] [KD 3.620 (3.771)] +2024-10-15 20:02:19,759 - Train: 13.40% [167600/1251000] [134.0/1000.0] [batch_t 0.368 (0.442)] [data_t 0.016] [optim_t 0.353] [lr 0.002870] [CE 4.650 (4.332)] [KD 3.755 (3.729)] +2024-10-15 20:02:33,704 - ==> Total time: 20:20:42 Eta: 5 days, 11:29:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 20:02:46,217 - Train: 13.40% [167650/1251000] [134.0/1000.0] [batch_t 0.365 (0.696)] [data_t 0.015] [optim_t 0.350] [lr 0.002870] [CE 4.218 (4.130)] [KD 3.611 (3.680)] +2024-10-15 20:03:06,059 - Train: 13.41% [167700/1251000] [134.1/1000.0] [batch_t 0.468 (0.397)] [data_t 0.015] [optim_t 0.453] [lr 0.002870] [CE 4.603 (4.277)] [KD 3.816 (3.748)] +2024-10-15 20:03:28,115 - Train: 13.41% [167750/1251000] [134.1/1000.0] [batch_t 0.462 (0.441)] [data_t 0.015] [optim_t 0.447] [lr 0.002870] [CE 4.057 (4.380)] [KD 3.318 (3.728)] +2024-10-15 20:03:50,279 - Train: 13.41% [167800/1251000] [134.1/1000.0] [batch_t 0.479 (0.443)] [data_t 0.015] [optim_t 0.464] [lr 0.002870] [CE 4.584 (4.345)] [KD 4.101 (3.719)] +2024-10-15 20:04:11,734 - Train: 13.42% [167850/1251000] [134.2/1000.0] [batch_t 0.421 (0.429)] [data_t 0.016] [optim_t 0.406] [lr 0.002870] [CE 4.178 (4.286)] [KD 3.657 (3.644)] +2024-10-15 20:04:32,867 - Train: 13.42% [167900/1251000] [134.2/1000.0] [batch_t 0.438 (0.423)] [data_t 0.015] [optim_t 0.423] [lr 0.002870] [CE 4.638 (4.323)] [KD 3.593 (3.751)] +2024-10-15 20:04:54,638 - Train: 13.43% [167950/1251000] [134.3/1000.0] [batch_t 0.454 (0.435)] [data_t 0.015] [optim_t 0.439] [lr 0.002870] [CE 4.249 (4.250)] [KD 3.814 (3.709)] +2024-10-15 20:05:16,687 - Train: 13.43% [168000/1251000] [134.3/1000.0] [batch_t 0.474 (0.441)] [data_t 0.015] [optim_t 0.459] [lr 0.002870] [CE 4.260 (4.365)] [KD 3.595 (3.791)] +2024-10-15 20:05:38,114 - Train: 13.43% [168050/1251000] [134.3/1000.0] [batch_t 0.397 (0.428)] [data_t 0.015] [optim_t 0.382] [lr 0.002870] [CE 4.735 (4.268)] [KD 3.923 (3.680)] +2024-10-15 20:05:59,515 - Train: 13.44% [168100/1251000] [134.4/1000.0] [batch_t 0.414 (0.428)] [data_t 0.015] [optim_t 0.398] [lr 0.002870] [CE 4.235 (4.300)] [KD 3.638 (3.742)] +2024-10-15 20:06:20,164 - Train: 13.44% [168150/1251000] [134.4/1000.0] [batch_t 0.371 (0.413)] [data_t 0.016] [optim_t 0.355] [lr 0.002870] [CE 4.210 (4.260)] [KD 3.799 (3.701)] +2024-10-15 20:06:41,583 - Train: 13.45% [168200/1251000] [134.5/1000.0] [batch_t 0.468 (0.428)] [data_t 0.015] [optim_t 0.452] [lr 0.002869] [CE 4.747 (4.292)] [KD 3.874 (3.791)] +2024-10-15 20:07:02,741 - Train: 13.45% [168250/1251000] [134.5/1000.0] [batch_t 0.510 (0.423)] [data_t 0.015] [optim_t 0.494] [lr 0.002869] [CE 5.057 (4.437)] [KD 4.228 (3.858)] +2024-10-15 20:07:23,308 - Train: 13.45% [168300/1251000] [134.5/1000.0] [batch_t 0.386 (0.411)] [data_t 0.015] [optim_t 0.371] [lr 0.002869] [CE 3.941 (4.298)] [KD 3.413 (3.740)] +2024-10-15 20:07:44,117 - Train: 13.46% [168350/1251000] [134.6/1000.0] [batch_t 0.481 (0.416)] [data_t 0.015] [optim_t 0.466] [lr 0.002869] [CE 4.079 (4.352)] [KD 3.534 (3.733)] +2024-10-15 20:08:05,377 - Train: 13.46% [168400/1251000] [134.6/1000.0] [batch_t 0.391 (0.425)] [data_t 0.015] [optim_t 0.376] [lr 0.002869] [CE 4.026 (4.366)] [KD 3.370 (3.760)] +2024-10-15 20:08:26,699 - Train: 13.47% [168450/1251000] [134.7/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.002869] [CE 4.159 (4.312)] [KD 4.069 (3.718)] +2024-10-15 20:08:48,866 - Train: 13.47% [168500/1251000] [134.7/1000.0] [batch_t 0.387 (0.443)] [data_t 0.015] [optim_t 0.371] [lr 0.002869] [CE 4.326 (4.337)] [KD 3.659 (3.766)] +2024-10-15 20:09:10,446 - Train: 13.47% [168550/1251000] [134.7/1000.0] [batch_t 0.436 (0.432)] [data_t 0.015] [optim_t 0.421] [lr 0.002869] [CE 4.724 (4.323)] [KD 3.707 (3.759)] +2024-10-15 20:09:31,742 - Train: 13.48% [168600/1251000] [134.8/1000.0] [batch_t 0.444 (0.426)] [data_t 0.015] [optim_t 0.429] [lr 0.002869] [CE 4.634 (4.300)] [KD 3.659 (3.772)] +2024-10-15 20:09:53,352 - Train: 13.48% [168650/1251000] [134.8/1000.0] [batch_t 0.477 (0.432)] [data_t 0.015] [optim_t 0.462] [lr 0.002869] [CE 4.069 (4.372)] [KD 3.806 (3.739)] +2024-10-15 20:10:14,700 - Train: 13.49% [168700/1251000] [134.9/1000.0] [batch_t 0.425 (0.427)] [data_t 0.015] [optim_t 0.410] [lr 0.002869] [CE 4.583 (4.357)] [KD 3.900 (3.777)] +2024-10-15 20:10:35,930 - Train: 13.49% [168750/1251000] [134.9/1000.0] [batch_t 0.426 (0.425)] [data_t 0.015] [optim_t 0.411] [lr 0.002869] [CE 4.735 (4.310)] [KD 4.006 (3.823)] +2024-10-15 20:10:57,367 - Train: 13.49% [168800/1251000] [134.9/1000.0] [batch_t 0.368 (0.429)] [data_t 0.015] [optim_t 0.353] [lr 0.002869] [CE 4.387 (4.320)] [KD 3.704 (3.789)] +2024-10-15 20:11:18,415 - Train: 13.50% [168850/1251000] [135.0/1000.0] [batch_t 0.405 (0.421)] [data_t 0.016] [optim_t 0.389] [lr 0.002868] [CE 3.756 (4.298)] [KD 3.686 (3.789)] +2024-10-15 20:11:54,456 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 36881] [top5_cnt 45981] [top_all 50000] +2024-10-15 20:11:54,456 - net: 73.762 (91.962) +2024-10-15 20:12:15,623 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 39469] [top5_cnt 47246] [top_all 50000] +2024-10-15 20:12:15,623 - net_E: 78.938 (94.492) +2024-10-15 20:12:15,754 - Max [top1: 74.004 (epoch: 115)] [top1-ema: 78.938 (epoch: 135)] +2024-10-15 20:12:15,755 - ==> Total time: 20:30:24 Eta: 5 days, 11:23:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 20:12:29,845 - Train: 13.50% [168900/1251000] [135.0/1000.0] [batch_t 0.359 (0.580)] [data_t 0.016] [optim_t 0.343] [lr 0.002868] [CE 4.789 (4.273)] [KD 4.092 (3.754)] +2024-10-15 20:12:49,558 - Train: 13.51% [168950/1251000] [135.1/1000.0] [batch_t 0.360 (0.394)] [data_t 0.015] [optim_t 0.345] [lr 0.002868] [CE 4.452 (4.297)] [KD 3.784 (3.754)] +2024-10-15 20:13:11,011 - Train: 13.51% [169000/1251000] [135.1/1000.0] [batch_t 0.449 (0.429)] [data_t 0.101] [optim_t 0.348] [lr 0.002868] [CE 4.150 (4.302)] [KD 3.750 (3.773)] +2024-10-15 20:13:32,564 - Train: 13.51% [169050/1251000] [135.1/1000.0] [batch_t 0.365 (0.431)] [data_t 0.015] [optim_t 0.349] [lr 0.002868] [CE 4.240 (4.300)] [KD 3.545 (3.709)] +2024-10-15 20:13:53,700 - Train: 13.52% [169100/1251000] [135.2/1000.0] [batch_t 0.427 (0.423)] [data_t 0.084] [optim_t 0.343] [lr 0.002868] [CE 4.519 (4.390)] [KD 3.945 (3.793)] +2024-10-15 20:14:14,814 - Train: 13.52% [169150/1251000] [135.2/1000.0] [batch_t 0.526 (0.422)] [data_t 0.180] [optim_t 0.345] [lr 0.002868] [CE 4.546 (4.301)] [KD 3.640 (3.665)] +2024-10-15 20:14:37,139 - Train: 13.53% [169200/1251000] [135.3/1000.0] [batch_t 0.392 (0.446)] [data_t 0.015] [optim_t 0.376] [lr 0.002868] [CE 4.156 (4.335)] [KD 3.830 (3.752)] +2024-10-15 20:14:58,773 - Train: 13.53% [169250/1251000] [135.3/1000.0] [batch_t 0.358 (0.433)] [data_t 0.015] [optim_t 0.343] [lr 0.002868] [CE 4.308 (4.262)] [KD 3.779 (3.721)] +2024-10-15 20:15:19,619 - Train: 13.53% [169300/1251000] [135.3/1000.0] [batch_t 0.418 (0.417)] [data_t 0.015] [optim_t 0.403] [lr 0.002868] [CE 4.501 (4.285)] [KD 3.981 (3.725)] +2024-10-15 20:15:40,681 - Train: 13.54% [169350/1251000] [135.4/1000.0] [batch_t 0.482 (0.421)] [data_t 0.140] [optim_t 0.342] [lr 0.002868] [CE 4.316 (4.282)] [KD 3.584 (3.755)] +2024-10-15 20:16:02,603 - Train: 13.54% [169400/1251000] [135.4/1000.0] [batch_t 0.418 (0.438)] [data_t 0.076] [optim_t 0.342] [lr 0.002868] [CE 4.144 (4.347)] [KD 3.467 (3.763)] +2024-10-15 20:16:23,646 - Train: 13.55% [169450/1251000] [135.5/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.002868] [CE 4.330 (4.332)] [KD 3.519 (3.786)] +2024-10-15 20:16:44,168 - Train: 13.55% [169500/1251000] [135.5/1000.0] [batch_t 0.431 (0.410)] [data_t 0.086] [optim_t 0.345] [lr 0.002867] [CE 4.173 (4.353)] [KD 3.665 (3.767)] +2024-10-15 20:17:04,580 - Train: 13.55% [169550/1251000] [135.5/1000.0] [batch_t 0.392 (0.408)] [data_t 0.046] [optim_t 0.346] [lr 0.002867] [CE 4.444 (4.333)] [KD 3.514 (3.763)] +2024-10-15 20:17:25,305 - Train: 13.56% [169600/1251000] [135.6/1000.0] [batch_t 0.359 (0.414)] [data_t 0.015] [optim_t 0.344] [lr 0.002867] [CE 4.572 (4.372)] [KD 3.692 (3.784)] +2024-10-15 20:17:46,258 - Train: 13.56% [169650/1251000] [135.6/1000.0] [batch_t 0.363 (0.419)] [data_t 0.015] [optim_t 0.348] [lr 0.002867] [CE 4.202 (4.393)] [KD 3.510 (3.817)] +2024-10-15 20:18:07,453 - Train: 13.57% [169700/1251000] [135.7/1000.0] [batch_t 0.484 (0.424)] [data_t 0.141] [optim_t 0.342] [lr 0.002867] [CE 4.229 (4.303)] [KD 3.630 (3.714)] +2024-10-15 20:18:28,591 - Train: 13.57% [169750/1251000] [135.7/1000.0] [batch_t 0.393 (0.423)] [data_t 0.047] [optim_t 0.346] [lr 0.002867] [CE 4.635 (4.326)] [KD 3.864 (3.787)] +2024-10-15 20:18:49,594 - Train: 13.57% [169800/1251000] [135.7/1000.0] [batch_t 0.365 (0.420)] [data_t 0.022] [optim_t 0.344] [lr 0.002867] [CE 4.189 (4.317)] [KD 3.790 (3.703)] +2024-10-15 20:19:11,334 - Train: 13.58% [169850/1251000] [135.8/1000.0] [batch_t 0.427 (0.435)] [data_t 0.086] [optim_t 0.341] [lr 0.002867] [CE 3.674 (4.271)] [KD 3.676 (3.745)] +2024-10-15 20:19:32,901 - Train: 13.58% [169900/1251000] [135.8/1000.0] [batch_t 0.390 (0.431)] [data_t 0.025] [optim_t 0.365] [lr 0.002867] [CE 4.090 (4.339)] [KD 3.723 (3.751)] +2024-10-15 20:19:55,530 - Train: 13.59% [169950/1251000] [135.9/1000.0] [batch_t 0.442 (0.452)] [data_t 0.015] [optim_t 0.426] [lr 0.002867] [CE 4.366 (4.317)] [KD 3.983 (3.729)] +2024-10-15 20:20:17,136 - Train: 13.59% [170000/1251000] [135.9/1000.0] [batch_t 0.397 (0.432)] [data_t 0.016] [optim_t 0.382] [lr 0.002867] [CE 4.335 (4.387)] [KD 3.821 (3.809)] +2024-10-15 20:20:37,886 - Train: 13.59% [170050/1251000] [135.9/1000.0] [batch_t 0.438 (0.415)] [data_t 0.015] [optim_t 0.422] [lr 0.002867] [CE 4.169 (4.326)] [KD 3.837 (3.793)] +2024-10-15 20:20:59,219 - Train: 13.60% [170100/1251000] [136.0/1000.0] [batch_t 0.375 (0.427)] [data_t 0.033] [optim_t 0.342] [lr 0.002867] [CE 4.199 (4.266)] [KD 3.453 (3.706)] +2024-10-15 20:21:13,564 - ==> Total time: 20:39:22 Eta: 5 days, 11:13:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 20:21:25,485 - Train: 13.60% [170150/1251000] [136.0/1000.0] [batch_t 0.360 (0.752)] [data_t 0.015] [optim_t 0.344] [lr 0.002866] [CE 4.197 (4.213)] [KD 3.519 (3.624)] +2024-10-15 20:21:45,622 - Train: 13.61% [170200/1251000] [136.1/1000.0] [batch_t 0.388 (0.403)] [data_t 0.015] [optim_t 0.373] [lr 0.002866] [CE 4.442 (4.324)] [KD 3.723 (3.658)] +2024-10-15 20:22:07,245 - Train: 13.61% [170250/1251000] [136.1/1000.0] [batch_t 0.488 (0.432)] [data_t 0.015] [optim_t 0.473] [lr 0.002866] [CE 4.189 (4.296)] [KD 3.519 (3.676)] +2024-10-15 20:22:29,121 - Train: 13.61% [170300/1251000] [136.1/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.346] [lr 0.002866] [CE 4.830 (4.361)] [KD 3.993 (3.807)] +2024-10-15 20:22:50,490 - Train: 13.62% [170350/1251000] [136.2/1000.0] [batch_t 0.455 (0.427)] [data_t 0.015] [optim_t 0.440] [lr 0.002866] [CE 4.298 (4.372)] [KD 3.383 (3.766)] +2024-10-15 20:23:12,260 - Train: 13.62% [170400/1251000] [136.2/1000.0] [batch_t 0.428 (0.435)] [data_t 0.015] [optim_t 0.413] [lr 0.002866] [CE 4.206 (4.366)] [KD 3.787 (3.768)] +2024-10-15 20:23:33,459 - Train: 13.63% [170450/1251000] [136.3/1000.0] [batch_t 0.448 (0.424)] [data_t 0.015] [optim_t 0.432] [lr 0.002866] [CE 4.512 (4.333)] [KD 3.911 (3.808)] +2024-10-15 20:23:54,874 - Train: 13.63% [170500/1251000] [136.3/1000.0] [batch_t 0.405 (0.428)] [data_t 0.015] [optim_t 0.390] [lr 0.002866] [CE 4.646 (4.319)] [KD 3.943 (3.763)] +2024-10-15 20:24:16,034 - Train: 13.63% [170550/1251000] [136.3/1000.0] [batch_t 0.447 (0.423)] [data_t 0.015] [optim_t 0.431] [lr 0.002866] [CE 4.013 (4.346)] [KD 3.594 (3.742)] +2024-10-15 20:24:37,218 - Train: 13.64% [170600/1251000] [136.4/1000.0] [batch_t 0.367 (0.424)] [data_t 0.015] [optim_t 0.352] [lr 0.002866] [CE 4.370 (4.346)] [KD 3.739 (3.757)] +2024-10-15 20:24:58,101 - Train: 13.64% [170650/1251000] [136.4/1000.0] [batch_t 0.359 (0.418)] [data_t 0.016] [optim_t 0.344] [lr 0.002866] [CE 4.429 (4.274)] [KD 3.792 (3.736)] +2024-10-15 20:25:19,026 - Train: 13.65% [170700/1251000] [136.5/1000.0] [batch_t 0.436 (0.418)] [data_t 0.015] [optim_t 0.420] [lr 0.002866] [CE 4.532 (4.343)] [KD 3.770 (3.674)] +2024-10-15 20:25:39,783 - Train: 13.65% [170750/1251000] [136.5/1000.0] [batch_t 0.398 (0.415)] [data_t 0.015] [optim_t 0.383] [lr 0.002866] [CE 4.438 (4.373)] [KD 3.826 (3.767)] +2024-10-15 20:26:01,142 - Train: 13.65% [170800/1251000] [136.5/1000.0] [batch_t 0.444 (0.427)] [data_t 0.015] [optim_t 0.429] [lr 0.002865] [CE 4.336 (4.296)] [KD 3.770 (3.733)] +2024-10-15 20:26:22,259 - Train: 13.66% [170850/1251000] [136.6/1000.0] [batch_t 0.426 (0.422)] [data_t 0.015] [optim_t 0.411] [lr 0.002865] [CE 4.170 (4.331)] [KD 3.431 (3.774)] +2024-10-15 20:26:43,436 - Train: 13.66% [170900/1251000] [136.6/1000.0] [batch_t 0.397 (0.423)] [data_t 0.015] [optim_t 0.381] [lr 0.002865] [CE 4.303 (4.351)] [KD 3.657 (3.739)] +2024-10-15 20:27:04,041 - Train: 13.67% [170950/1251000] [136.7/1000.0] [batch_t 0.403 (0.412)] [data_t 0.015] [optim_t 0.387] [lr 0.002865] [CE 4.733 (4.280)] [KD 4.163 (3.800)] +2024-10-15 20:27:25,073 - Train: 13.67% [171000/1251000] [136.7/1000.0] [batch_t 0.395 (0.421)] [data_t 0.015] [optim_t 0.380] [lr 0.002865] [CE 4.054 (4.296)] [KD 3.213 (3.771)] +2024-10-15 20:27:46,056 - Train: 13.67% [171050/1251000] [136.7/1000.0] [batch_t 0.462 (0.420)] [data_t 0.015] [optim_t 0.447] [lr 0.002865] [CE 4.192 (4.311)] [KD 3.941 (3.788)] +2024-10-15 20:28:07,079 - Train: 13.68% [171100/1251000] [136.8/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002865] [CE 4.716 (4.363)] [KD 3.841 (3.839)] +2024-10-15 20:28:28,007 - Train: 13.68% [171150/1251000] [136.8/1000.0] [batch_t 0.361 (0.418)] [data_t 0.016] [optim_t 0.345] [lr 0.002865] [CE 4.488 (4.366)] [KD 3.557 (3.823)] +2024-10-15 20:28:48,881 - Train: 13.69% [171200/1251000] [136.9/1000.0] [batch_t 0.447 (0.417)] [data_t 0.015] [optim_t 0.432] [lr 0.002865] [CE 4.545 (4.369)] [KD 4.015 (3.777)] +2024-10-15 20:29:09,802 - Train: 13.69% [171250/1251000] [136.9/1000.0] [batch_t 0.443 (0.418)] [data_t 0.015] [optim_t 0.428] [lr 0.002865] [CE 4.642 (4.352)] [KD 3.932 (3.829)] +2024-10-15 20:29:30,952 - Train: 13.69% [171300/1251000] [136.9/1000.0] [batch_t 0.406 (0.423)] [data_t 0.015] [optim_t 0.390] [lr 0.002865] [CE 4.211 (4.271)] [KD 3.771 (3.774)] +2024-10-15 20:29:51,702 - Train: 13.70% [171350/1251000] [137.0/1000.0] [batch_t 0.393 (0.415)] [data_t 0.015] [optim_t 0.378] [lr 0.002865] [CE 5.002 (4.389)] [KD 4.128 (3.831)] +2024-10-15 20:30:06,448 - ==> Total time: 20:48:15 Eta: 5 days, 11:03:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 20:30:17,668 - Train: 13.70% [171400/1251000] [137.0/1000.0] [batch_t 0.360 (0.739)] [data_t 0.015] [optim_t 0.344] [lr 0.002865] [CE 3.984 (4.361)] [KD 3.442 (3.641)] +2024-10-15 20:30:36,998 - Train: 13.71% [171450/1251000] [137.1/1000.0] [batch_t 0.357 (0.386)] [data_t 0.015] [optim_t 0.342] [lr 0.002864] [CE 4.092 (4.270)] [KD 3.631 (3.716)] +2024-10-15 20:30:57,997 - Train: 13.71% [171500/1251000] [137.1/1000.0] [batch_t 0.413 (0.420)] [data_t 0.016] [optim_t 0.397] [lr 0.002864] [CE 4.923 (4.331)] [KD 4.010 (3.760)] +2024-10-15 20:31:18,663 - Train: 13.71% [171550/1251000] [137.1/1000.0] [batch_t 0.389 (0.413)] [data_t 0.015] [optim_t 0.374] [lr 0.002864] [CE 4.152 (4.353)] [KD 3.865 (3.768)] +2024-10-15 20:31:39,222 - Train: 13.72% [171600/1251000] [137.2/1000.0] [batch_t 0.410 (0.411)] [data_t 0.015] [optim_t 0.395] [lr 0.002864] [CE 4.661 (4.392)] [KD 3.869 (3.814)] +2024-10-15 20:32:00,382 - Train: 13.72% [171650/1251000] [137.2/1000.0] [batch_t 0.480 (0.423)] [data_t 0.015] [optim_t 0.465] [lr 0.002864] [CE 4.203 (4.327)] [KD 3.756 (3.719)] +2024-10-15 20:32:21,521 - Train: 13.73% [171700/1251000] [137.3/1000.0] [batch_t 0.552 (0.423)] [data_t 0.015] [optim_t 0.537] [lr 0.002864] [CE 3.852 (4.299)] [KD 3.350 (3.739)] +2024-10-15 20:32:43,077 - Train: 13.73% [171750/1251000] [137.3/1000.0] [batch_t 0.430 (0.431)] [data_t 0.015] [optim_t 0.415] [lr 0.002864] [CE 3.792 (4.310)] [KD 3.708 (3.724)] +2024-10-15 20:33:04,535 - Train: 13.73% [171800/1251000] [137.3/1000.0] [batch_t 0.459 (0.429)] [data_t 0.015] [optim_t 0.444] [lr 0.002864] [CE 4.612 (4.301)] [KD 3.980 (3.698)] +2024-10-15 20:33:25,943 - Train: 13.74% [171850/1251000] [137.4/1000.0] [batch_t 0.367 (0.428)] [data_t 0.015] [optim_t 0.351] [lr 0.002864] [CE 3.724 (4.317)] [KD 3.434 (3.716)] +2024-10-15 20:33:47,538 - Train: 13.74% [171900/1251000] [137.4/1000.0] [batch_t 0.441 (0.432)] [data_t 0.015] [optim_t 0.425] [lr 0.002864] [CE 4.933 (4.295)] [KD 4.142 (3.729)] +2024-10-15 20:34:09,148 - Train: 13.75% [171950/1251000] [137.5/1000.0] [batch_t 0.471 (0.432)] [data_t 0.016] [optim_t 0.455] [lr 0.002864] [CE 4.148 (4.301)] [KD 3.717 (3.716)] +2024-10-15 20:34:29,553 - Train: 13.75% [172000/1251000] [137.5/1000.0] [batch_t 0.420 (0.408)] [data_t 0.055] [optim_t 0.365] [lr 0.002864] [CE 4.336 (4.315)] [KD 3.744 (3.757)] +2024-10-15 20:34:50,906 - Train: 13.75% [172050/1251000] [137.5/1000.0] [batch_t 0.366 (0.427)] [data_t 0.026] [optim_t 0.340] [lr 0.002864] [CE 4.497 (4.289)] [KD 3.901 (3.729)] +2024-10-15 20:35:11,846 - Train: 13.76% [172100/1251000] [137.6/1000.0] [batch_t 0.528 (0.419)] [data_t 0.186] [optim_t 0.342] [lr 0.002863] [CE 4.505 (4.367)] [KD 3.756 (3.743)] +2024-10-15 20:35:33,521 - Train: 13.76% [172150/1251000] [137.6/1000.0] [batch_t 0.432 (0.433)] [data_t 0.015] [optim_t 0.417] [lr 0.002863] [CE 5.031 (4.395)] [KD 4.023 (3.797)] +2024-10-15 20:35:55,426 - Train: 13.76% [172200/1251000] [137.6/1000.0] [batch_t 0.488 (0.438)] [data_t 0.015] [optim_t 0.473] [lr 0.002863] [CE 4.352 (4.344)] [KD 3.634 (3.754)] +2024-10-15 20:36:16,926 - Train: 13.77% [172250/1251000] [137.7/1000.0] [batch_t 0.361 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.002863] [CE 4.133 (4.351)] [KD 3.806 (3.758)] +2024-10-15 20:36:37,821 - Train: 13.77% [172300/1251000] [137.7/1000.0] [batch_t 0.412 (0.418)] [data_t 0.015] [optim_t 0.396] [lr 0.002863] [CE 4.260 (4.383)] [KD 3.821 (3.799)] +2024-10-15 20:36:59,238 - Train: 13.78% [172350/1251000] [137.8/1000.0] [batch_t 0.431 (0.428)] [data_t 0.015] [optim_t 0.415] [lr 0.002863] [CE 3.820 (4.302)] [KD 3.648 (3.779)] +2024-10-15 20:37:20,769 - Train: 13.78% [172400/1251000] [137.8/1000.0] [batch_t 0.472 (0.431)] [data_t 0.015] [optim_t 0.456] [lr 0.002863] [CE 4.443 (4.323)] [KD 3.910 (3.752)] +2024-10-15 20:37:42,560 - Train: 13.78% [172450/1251000] [137.8/1000.0] [batch_t 0.397 (0.436)] [data_t 0.016] [optim_t 0.381] [lr 0.002863] [CE 4.260 (4.336)] [KD 3.525 (3.756)] +2024-10-15 20:38:03,475 - Train: 13.79% [172500/1251000] [137.9/1000.0] [batch_t 0.422 (0.418)] [data_t 0.016] [optim_t 0.406] [lr 0.002863] [CE 4.324 (4.325)] [KD 3.596 (3.715)] +2024-10-15 20:38:24,651 - Train: 13.79% [172550/1251000] [137.9/1000.0] [batch_t 0.385 (0.423)] [data_t 0.015] [optim_t 0.370] [lr 0.002863] [CE 4.503 (4.374)] [KD 3.550 (3.739)] +2024-10-15 20:38:45,728 - Train: 13.80% [172600/1251000] [138.0/1000.0] [batch_t 0.456 (0.421)] [data_t 0.015] [optim_t 0.441] [lr 0.002863] [CE 4.736 (4.381)] [KD 3.809 (3.765)] +2024-10-15 20:39:01,241 - ==> Total time: 20:57:09 Eta: 5 days, 10:52:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 20:39:11,836 - Train: 13.80% [172650/1251000] [138.0/1000.0] [batch_t 0.572 (0.753)] [data_t 0.015] [optim_t 0.556] [lr 0.002863] [CE 4.718 (4.367)] [KD 4.139 (3.711)] +2024-10-15 20:39:32,745 - Train: 13.80% [172700/1251000] [138.0/1000.0] [batch_t 0.457 (0.418)] [data_t 0.015] [optim_t 0.442] [lr 0.002863] [CE 4.099 (4.312)] [KD 3.761 (3.691)] +2024-10-15 20:39:53,191 - Train: 13.81% [172750/1251000] [138.1/1000.0] [batch_t 0.395 (0.409)] [data_t 0.016] [optim_t 0.380] [lr 0.002862] [CE 4.317 (4.360)] [KD 3.654 (3.747)] +2024-10-15 20:40:13,818 - Train: 13.81% [172800/1251000] [138.1/1000.0] [batch_t 0.416 (0.412)] [data_t 0.015] [optim_t 0.401] [lr 0.002862] [CE 4.330 (4.263)] [KD 3.637 (3.729)] +2024-10-15 20:40:34,877 - Train: 13.82% [172850/1251000] [138.2/1000.0] [batch_t 0.407 (0.421)] [data_t 0.016] [optim_t 0.392] [lr 0.002862] [CE 4.230 (4.334)] [KD 3.686 (3.759)] +2024-10-15 20:40:56,587 - Train: 13.82% [172900/1251000] [138.2/1000.0] [batch_t 0.418 (0.434)] [data_t 0.016] [optim_t 0.402] [lr 0.002862] [CE 4.350 (4.340)] [KD 3.606 (3.775)] +2024-10-15 20:41:17,764 - Train: 13.82% [172950/1251000] [138.2/1000.0] [batch_t 0.385 (0.423)] [data_t 0.016] [optim_t 0.369] [lr 0.002862] [CE 4.567 (4.344)] [KD 3.761 (3.750)] +2024-10-15 20:41:38,142 - Train: 13.83% [173000/1251000] [138.3/1000.0] [batch_t 0.502 (0.407)] [data_t 0.016] [optim_t 0.487] [lr 0.002862] [CE 4.298 (4.333)] [KD 4.070 (3.760)] +2024-10-15 20:41:58,521 - Train: 13.83% [173050/1251000] [138.3/1000.0] [batch_t 0.415 (0.407)] [data_t 0.015] [optim_t 0.399] [lr 0.002862] [CE 3.603 (4.329)] [KD 3.541 (3.749)] +2024-10-15 20:42:18,561 - Train: 13.84% [173100/1251000] [138.4/1000.0] [batch_t 0.428 (0.401)] [data_t 0.015] [optim_t 0.412] [lr 0.002862] [CE 3.645 (4.348)] [KD 3.499 (3.758)] +2024-10-15 20:42:38,852 - Train: 13.84% [173150/1251000] [138.4/1000.0] [batch_t 0.396 (0.406)] [data_t 0.015] [optim_t 0.381] [lr 0.002862] [CE 4.246 (4.286)] [KD 3.846 (3.760)] +2024-10-15 20:43:00,163 - Train: 13.84% [173200/1251000] [138.4/1000.0] [batch_t 0.390 (0.426)] [data_t 0.015] [optim_t 0.375] [lr 0.002862] [CE 4.279 (4.368)] [KD 3.800 (3.802)] +2024-10-15 20:43:21,031 - Train: 13.85% [173250/1251000] [138.5/1000.0] [batch_t 0.415 (0.417)] [data_t 0.015] [optim_t 0.399] [lr 0.002862] [CE 4.500 (4.460)] [KD 3.805 (3.833)] +2024-10-15 20:43:42,144 - Train: 13.85% [173300/1251000] [138.5/1000.0] [batch_t 0.425 (0.422)] [data_t 0.015] [optim_t 0.410] [lr 0.002862] [CE 4.629 (4.283)] [KD 3.828 (3.713)] +2024-10-15 20:44:02,974 - Train: 13.86% [173350/1251000] [138.6/1000.0] [batch_t 0.425 (0.416)] [data_t 0.015] [optim_t 0.409] [lr 0.002861] [CE 3.881 (4.374)] [KD 3.461 (3.792)] +2024-10-15 20:44:23,741 - Train: 13.86% [173400/1251000] [138.6/1000.0] [batch_t 0.426 (0.415)] [data_t 0.015] [optim_t 0.411] [lr 0.002861] [CE 4.372 (4.309)] [KD 3.917 (3.780)] +2024-10-15 20:44:44,748 - Train: 13.86% [173450/1251000] [138.6/1000.0] [batch_t 0.402 (0.420)] [data_t 0.015] [optim_t 0.386] [lr 0.002861] [CE 4.264 (4.329)] [KD 3.731 (3.740)] +2024-10-15 20:45:05,839 - Train: 13.87% [173500/1251000] [138.7/1000.0] [batch_t 0.421 (0.422)] [data_t 0.015] [optim_t 0.406] [lr 0.002861] [CE 4.381 (4.353)] [KD 3.595 (3.805)] +2024-10-15 20:45:27,417 - Train: 13.87% [173550/1251000] [138.7/1000.0] [batch_t 0.393 (0.431)] [data_t 0.015] [optim_t 0.377] [lr 0.002861] [CE 4.590 (4.321)] [KD 3.875 (3.760)] +2024-10-15 20:45:49,283 - Train: 13.88% [173600/1251000] [138.8/1000.0] [batch_t 0.467 (0.437)] [data_t 0.016] [optim_t 0.451] [lr 0.002861] [CE 3.533 (4.285)] [KD 3.348 (3.682)] +2024-10-15 20:46:10,978 - Train: 13.88% [173650/1251000] [138.8/1000.0] [batch_t 0.402 (0.434)] [data_t 0.015] [optim_t 0.387] [lr 0.002861] [CE 4.250 (4.368)] [KD 3.716 (3.743)] +2024-10-15 20:46:32,504 - Train: 13.88% [173700/1251000] [138.8/1000.0] [batch_t 0.480 (0.430)] [data_t 0.015] [optim_t 0.465] [lr 0.002861] [CE 4.414 (4.287)] [KD 3.485 (3.675)] +2024-10-15 20:46:54,052 - Train: 13.89% [173750/1251000] [138.9/1000.0] [batch_t 0.410 (0.431)] [data_t 0.015] [optim_t 0.395] [lr 0.002861] [CE 4.449 (4.418)] [KD 3.647 (3.758)] +2024-10-15 20:47:15,697 - Train: 13.89% [173800/1251000] [138.9/1000.0] [batch_t 0.405 (0.433)] [data_t 0.015] [optim_t 0.389] [lr 0.002861] [CE 4.580 (4.375)] [KD 3.901 (3.795)] +2024-10-15 20:47:36,398 - Train: 13.90% [173850/1251000] [139.0/1000.0] [batch_t 0.409 (0.414)] [data_t 0.015] [optim_t 0.394] [lr 0.002861] [CE 3.910 (4.340)] [KD 3.612 (3.732)] +2024-10-15 20:47:51,973 - ==> Total time: 21:06:00 Eta: 5 days, 10:41:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 20:48:02,770 - Train: 13.90% [173900/1251000] [139.0/1000.0] [batch_t 0.361 (0.855)] [data_t 0.015] [optim_t 0.345] [lr 0.002861] [CE 4.447 (4.253)] [KD 3.715 (3.622)] +2024-10-15 20:48:22,337 - Train: 13.90% [173950/1251000] [139.0/1000.0] [batch_t 0.467 (0.391)] [data_t 0.015] [optim_t 0.452] [lr 0.002861] [CE 4.318 (4.223)] [KD 3.799 (3.664)] +2024-10-15 20:48:43,921 - Train: 13.91% [174000/1251000] [139.1/1000.0] [batch_t 0.473 (0.432)] [data_t 0.015] [optim_t 0.457] [lr 0.002860] [CE 3.997 (4.313)] [KD 3.759 (3.746)] +2024-10-15 20:49:04,478 - Train: 13.91% [174050/1251000] [139.1/1000.0] [batch_t 0.378 (0.411)] [data_t 0.015] [optim_t 0.362] [lr 0.002860] [CE 4.319 (4.311)] [KD 3.650 (3.750)] +2024-10-15 20:49:25,578 - Train: 13.92% [174100/1251000] [139.2/1000.0] [batch_t 0.447 (0.422)] [data_t 0.015] [optim_t 0.431] [lr 0.002860] [CE 4.840 (4.374)] [KD 3.771 (3.712)] +2024-10-15 20:49:46,697 - Train: 13.92% [174150/1251000] [139.2/1000.0] [batch_t 0.405 (0.422)] [data_t 0.015] [optim_t 0.390] [lr 0.002860] [CE 3.971 (4.272)] [KD 3.588 (3.716)] +2024-10-15 20:50:07,946 - Train: 13.92% [174200/1251000] [139.2/1000.0] [batch_t 0.459 (0.425)] [data_t 0.016] [optim_t 0.444] [lr 0.002860] [CE 4.350 (4.274)] [KD 3.760 (3.805)] +2024-10-15 20:50:29,447 - Train: 13.93% [174250/1251000] [139.3/1000.0] [batch_t 0.443 (0.430)] [data_t 0.015] [optim_t 0.428] [lr 0.002860] [CE 4.511 (4.366)] [KD 3.926 (3.777)] +2024-10-15 20:50:51,023 - Train: 13.93% [174300/1251000] [139.3/1000.0] [batch_t 0.377 (0.431)] [data_t 0.015] [optim_t 0.361] [lr 0.002860] [CE 4.234 (4.340)] [KD 3.700 (3.725)] +2024-10-15 20:51:12,799 - Train: 13.94% [174350/1251000] [139.4/1000.0] [batch_t 0.515 (0.435)] [data_t 0.015] [optim_t 0.500] [lr 0.002860] [CE 4.280 (4.344)] [KD 3.699 (3.759)] +2024-10-15 20:51:34,290 - Train: 13.94% [174400/1251000] [139.4/1000.0] [batch_t 0.473 (0.430)] [data_t 0.015] [optim_t 0.458] [lr 0.002860] [CE 4.379 (4.369)] [KD 3.843 (3.740)] +2024-10-15 20:51:55,351 - Train: 13.94% [174450/1251000] [139.4/1000.0] [batch_t 0.463 (0.421)] [data_t 0.015] [optim_t 0.447] [lr 0.002860] [CE 4.354 (4.316)] [KD 3.806 (3.706)] +2024-10-15 20:52:17,190 - Train: 13.95% [174500/1251000] [139.5/1000.0] [batch_t 0.464 (0.437)] [data_t 0.015] [optim_t 0.449] [lr 0.002860] [CE 4.802 (4.313)] [KD 4.072 (3.716)] +2024-10-15 20:52:38,725 - Train: 13.95% [174550/1251000] [139.5/1000.0] [batch_t 0.368 (0.431)] [data_t 0.015] [optim_t 0.353] [lr 0.002860] [CE 3.629 (4.314)] [KD 3.424 (3.720)] +2024-10-15 20:53:00,083 - Train: 13.96% [174600/1251000] [139.6/1000.0] [batch_t 0.423 (0.427)] [data_t 0.016] [optim_t 0.408] [lr 0.002860] [CE 4.459 (4.370)] [KD 3.768 (3.810)] +2024-10-15 20:53:22,336 - Train: 13.96% [174650/1251000] [139.6/1000.0] [batch_t 0.404 (0.445)] [data_t 0.015] [optim_t 0.389] [lr 0.002859] [CE 4.463 (4.321)] [KD 3.877 (3.765)] +2024-10-15 20:53:44,592 - Train: 13.96% [174700/1251000] [139.6/1000.0] [batch_t 0.432 (0.445)] [data_t 0.015] [optim_t 0.417] [lr 0.002859] [CE 4.667 (4.354)] [KD 3.914 (3.772)] +2024-10-15 20:54:06,639 - Train: 13.97% [174750/1251000] [139.7/1000.0] [batch_t 0.398 (0.441)] [data_t 0.015] [optim_t 0.383] [lr 0.002859] [CE 3.558 (4.380)] [KD 3.621 (3.780)] +2024-10-15 20:54:28,038 - Train: 13.97% [174800/1251000] [139.7/1000.0] [batch_t 0.470 (0.428)] [data_t 0.016] [optim_t 0.455] [lr 0.002859] [CE 4.137 (4.262)] [KD 3.579 (3.740)] +2024-10-15 20:54:49,353 - Train: 13.98% [174850/1251000] [139.8/1000.0] [batch_t 0.432 (0.426)] [data_t 0.015] [optim_t 0.416] [lr 0.002859] [CE 3.906 (4.259)] [KD 3.546 (3.769)] +2024-10-15 20:55:10,316 - Train: 13.98% [174900/1251000] [139.8/1000.0] [batch_t 0.506 (0.419)] [data_t 0.015] [optim_t 0.491] [lr 0.002859] [CE 4.464 (4.444)] [KD 3.920 (3.812)] +2024-10-15 20:55:31,160 - Train: 13.98% [174950/1251000] [139.8/1000.0] [batch_t 0.446 (0.417)] [data_t 0.015] [optim_t 0.430] [lr 0.002859] [CE 4.256 (4.362)] [KD 3.767 (3.770)] +2024-10-15 20:55:52,644 - Train: 13.99% [175000/1251000] [139.9/1000.0] [batch_t 0.481 (0.430)] [data_t 0.015] [optim_t 0.466] [lr 0.002859] [CE 4.143 (4.415)] [KD 3.478 (3.797)] +2024-10-15 20:56:13,765 - Train: 13.99% [175050/1251000] [139.9/1000.0] [batch_t 0.444 (0.422)] [data_t 0.015] [optim_t 0.428] [lr 0.002859] [CE 3.920 (4.362)] [KD 3.475 (3.747)] +2024-10-15 20:56:35,057 - Train: 14.00% [175100/1251000] [140.0/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.002859] [CE 4.581 (4.374)] [KD 3.980 (3.759)] +2024-10-15 20:57:12,278 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.420)] [top1_cnt 36922] [top5_cnt 45996] [top_all 50000] +2024-10-15 20:57:12,279 - net: 73.844 (91.992) +2024-10-15 20:57:33,948 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39463] [top5_cnt 47284] [top_all 50000] +2024-10-15 20:57:33,948 - net_E: 78.926 (94.568) +2024-10-15 20:57:34,105 - Max [top1: 74.004 (epoch: 115)] [top1-ema: 78.938 (epoch: 135)] +2024-10-15 20:57:34,105 - ==> Total time: 21:15:42 Eta: 5 days, 10:36:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 20:57:44,585 - Train: 14.00% [175150/1251000] [140.0/1000.0] [batch_t 0.363 (0.881)] [data_t 0.015] [optim_t 0.347] [lr 0.002859] [CE 4.160 (4.374)] [KD 3.368 (3.746)] +2024-10-15 20:58:04,410 - Train: 14.00% [175200/1251000] [140.0/1000.0] [batch_t 0.484 (0.396)] [data_t 0.015] [optim_t 0.468] [lr 0.002859] [CE 3.895 (4.233)] [KD 3.591 (3.691)] +2024-10-15 20:58:25,995 - Train: 14.01% [175250/1251000] [140.1/1000.0] [batch_t 0.384 (0.432)] [data_t 0.040] [optim_t 0.345] [lr 0.002858] [CE 4.450 (4.346)] [KD 3.866 (3.685)] +2024-10-15 20:58:47,909 - Train: 14.01% [175300/1251000] [140.1/1000.0] [batch_t 0.418 (0.438)] [data_t 0.075] [optim_t 0.344] [lr 0.002858] [CE 4.471 (4.320)] [KD 3.778 (3.722)] +2024-10-15 20:59:10,139 - Train: 14.02% [175350/1251000] [140.2/1000.0] [batch_t 0.530 (0.444)] [data_t 0.190] [optim_t 0.341] [lr 0.002858] [CE 4.789 (4.341)] [KD 4.210 (3.768)] +2024-10-15 20:59:31,957 - Train: 14.02% [175400/1251000] [140.2/1000.0] [batch_t 0.435 (0.436)] [data_t 0.091] [optim_t 0.344] [lr 0.002858] [CE 4.526 (4.257)] [KD 3.735 (3.702)] +2024-10-15 20:59:53,299 - Train: 14.02% [175450/1251000] [140.2/1000.0] [batch_t 0.367 (0.427)] [data_t 0.023] [optim_t 0.344] [lr 0.002858] [CE 4.477 (4.283)] [KD 3.846 (3.704)] +2024-10-15 21:00:15,302 - Train: 14.03% [175500/1251000] [140.3/1000.0] [batch_t 0.464 (0.440)] [data_t 0.121] [optim_t 0.343] [lr 0.002858] [CE 4.564 (4.321)] [KD 4.061 (3.769)] +2024-10-15 21:00:36,860 - Train: 14.03% [175550/1251000] [140.3/1000.0] [batch_t 0.453 (0.431)] [data_t 0.110] [optim_t 0.343] [lr 0.002858] [CE 4.767 (4.325)] [KD 3.857 (3.799)] +2024-10-15 21:00:59,182 - Train: 14.04% [175600/1251000] [140.4/1000.0] [batch_t 0.427 (0.446)] [data_t 0.084] [optim_t 0.343] [lr 0.002858] [CE 4.238 (4.291)] [KD 3.553 (3.735)] +2024-10-15 21:01:20,597 - Train: 14.04% [175650/1251000] [140.4/1000.0] [batch_t 0.453 (0.428)] [data_t 0.110] [optim_t 0.343] [lr 0.002858] [CE 4.172 (4.287)] [KD 3.687 (3.704)] +2024-10-15 21:01:41,803 - Train: 14.04% [175700/1251000] [140.4/1000.0] [batch_t 0.436 (0.424)] [data_t 0.093] [optim_t 0.344] [lr 0.002858] [CE 4.540 (4.368)] [KD 3.913 (3.749)] +2024-10-15 21:02:02,744 - Train: 14.05% [175750/1251000] [140.5/1000.0] [batch_t 0.448 (0.419)] [data_t 0.106] [optim_t 0.342] [lr 0.002858] [CE 4.592 (4.396)] [KD 3.992 (3.766)] +2024-10-15 21:02:23,625 - Train: 14.05% [175800/1251000] [140.5/1000.0] [batch_t 0.410 (0.418)] [data_t 0.069] [optim_t 0.341] [lr 0.002858] [CE 4.367 (4.289)] [KD 3.918 (3.752)] +2024-10-15 21:02:44,610 - Train: 14.06% [175850/1251000] [140.6/1000.0] [batch_t 0.437 (0.420)] [data_t 0.096] [optim_t 0.341] [lr 0.002858] [CE 4.225 (4.332)] [KD 3.788 (3.744)] +2024-10-15 21:03:05,967 - Train: 14.06% [175900/1251000] [140.6/1000.0] [batch_t 0.417 (0.427)] [data_t 0.015] [optim_t 0.402] [lr 0.002857] [CE 4.353 (4.406)] [KD 4.021 (3.867)] +2024-10-15 21:03:27,355 - Train: 14.06% [175950/1251000] [140.6/1000.0] [batch_t 0.371 (0.428)] [data_t 0.015] [optim_t 0.356] [lr 0.002857] [CE 4.675 (4.431)] [KD 3.755 (3.807)] +2024-10-15 21:03:48,746 - Train: 14.07% [176000/1251000] [140.7/1000.0] [batch_t 0.435 (0.428)] [data_t 0.015] [optim_t 0.419] [lr 0.002857] [CE 4.698 (4.336)] [KD 4.045 (3.805)] +2024-10-15 21:04:09,833 - Train: 14.07% [176050/1251000] [140.7/1000.0] [batch_t 0.464 (0.422)] [data_t 0.015] [optim_t 0.449] [lr 0.002857] [CE 4.101 (4.296)] [KD 3.602 (3.719)] +2024-10-15 21:04:31,018 - Train: 14.08% [176100/1251000] [140.8/1000.0] [batch_t 0.418 (0.424)] [data_t 0.015] [optim_t 0.402] [lr 0.002857] [CE 4.388 (4.397)] [KD 3.533 (3.797)] +2024-10-15 21:04:52,240 - Train: 14.08% [176150/1251000] [140.8/1000.0] [batch_t 0.427 (0.424)] [data_t 0.015] [optim_t 0.412] [lr 0.002857] [CE 4.199 (4.326)] [KD 3.805 (3.710)] +2024-10-15 21:05:13,614 - Train: 14.08% [176200/1251000] [140.8/1000.0] [batch_t 0.417 (0.427)] [data_t 0.016] [optim_t 0.402] [lr 0.002857] [CE 4.941 (4.283)] [KD 4.037 (3.703)] +2024-10-15 21:05:34,852 - Train: 14.09% [176250/1251000] [140.9/1000.0] [batch_t 0.464 (0.425)] [data_t 0.015] [optim_t 0.449] [lr 0.002857] [CE 4.388 (4.335)] [KD 3.633 (3.787)] +2024-10-15 21:05:55,852 - Train: 14.09% [176300/1251000] [140.9/1000.0] [batch_t 0.398 (0.420)] [data_t 0.015] [optim_t 0.382] [lr 0.002857] [CE 4.119 (4.344)] [KD 3.648 (3.752)] +2024-10-15 21:06:17,363 - Train: 14.10% [176350/1251000] [141.0/1000.0] [batch_t 0.407 (0.430)] [data_t 0.015] [optim_t 0.391] [lr 0.002857] [CE 4.077 (4.310)] [KD 3.487 (3.773)] +2024-10-15 21:06:34,131 - ==> Total time: 21:24:42 Eta: 5 days, 10:26:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 21:06:43,904 - Train: 14.10% [176400/1251000] [141.0/1000.0] [batch_t 0.361 (0.903)] [data_t 0.015] [optim_t 0.345] [lr 0.002857] [CE 4.791 (4.374)] [KD 4.182 (3.813)] +2024-10-15 21:07:04,534 - Train: 14.10% [176450/1251000] [141.0/1000.0] [batch_t 0.441 (0.412)] [data_t 0.015] [optim_t 0.426] [lr 0.002857] [CE 4.405 (4.340)] [KD 3.799 (3.766)] +2024-10-15 21:07:26,154 - Train: 14.11% [176500/1251000] [141.1/1000.0] [batch_t 0.360 (0.432)] [data_t 0.015] [optim_t 0.344] [lr 0.002857] [CE 4.678 (4.306)] [KD 4.044 (3.738)] +2024-10-15 21:07:46,001 - Train: 14.11% [176550/1251000] [141.1/1000.0] [batch_t 0.436 (0.397)] [data_t 0.015] [optim_t 0.421] [lr 0.002856] [CE 4.076 (4.352)] [KD 3.650 (3.731)] +2024-10-15 21:08:06,594 - Train: 14.12% [176600/1251000] [141.2/1000.0] [batch_t 0.451 (0.412)] [data_t 0.015] [optim_t 0.436] [lr 0.002856] [CE 4.000 (4.335)] [KD 3.642 (3.720)] +2024-10-15 21:08:27,592 - Train: 14.12% [176650/1251000] [141.2/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002856] [CE 4.543 (4.343)] [KD 3.893 (3.737)] +2024-10-15 21:08:47,456 - Train: 14.12% [176700/1251000] [141.2/1000.0] [batch_t 0.399 (0.397)] [data_t 0.016] [optim_t 0.383] [lr 0.002856] [CE 4.843 (4.352)] [KD 3.907 (3.766)] +2024-10-15 21:09:08,166 - Train: 14.13% [176750/1251000] [141.3/1000.0] [batch_t 0.413 (0.414)] [data_t 0.015] [optim_t 0.398] [lr 0.002856] [CE 3.913 (4.346)] [KD 3.612 (3.765)] +2024-10-15 21:09:29,077 - Train: 14.13% [176800/1251000] [141.3/1000.0] [batch_t 0.433 (0.418)] [data_t 0.015] [optim_t 0.418] [lr 0.002856] [CE 4.030 (4.335)] [KD 3.283 (3.726)] +2024-10-15 21:09:50,088 - Train: 14.14% [176850/1251000] [141.4/1000.0] [batch_t 0.394 (0.420)] [data_t 0.015] [optim_t 0.378] [lr 0.002856] [CE 4.251 (4.284)] [KD 3.843 (3.729)] +2024-10-15 21:10:11,160 - Train: 14.14% [176900/1251000] [141.4/1000.0] [batch_t 0.432 (0.421)] [data_t 0.015] [optim_t 0.417] [lr 0.002856] [CE 4.729 (4.331)] [KD 4.085 (3.729)] +2024-10-15 21:10:32,565 - Train: 14.14% [176950/1251000] [141.4/1000.0] [batch_t 0.419 (0.428)] [data_t 0.016] [optim_t 0.404] [lr 0.002856] [CE 4.670 (4.331)] [KD 3.986 (3.778)] +2024-10-15 21:10:53,888 - Train: 14.15% [177000/1251000] [141.5/1000.0] [batch_t 0.451 (0.426)] [data_t 0.015] [optim_t 0.436] [lr 0.002856] [CE 4.306 (4.314)] [KD 3.848 (3.779)] +2024-10-15 21:11:15,466 - Train: 14.15% [177050/1251000] [141.5/1000.0] [batch_t 0.434 (0.431)] [data_t 0.015] [optim_t 0.418] [lr 0.002856] [CE 4.536 (4.350)] [KD 3.793 (3.796)] +2024-10-15 21:11:37,074 - Train: 14.16% [177100/1251000] [141.6/1000.0] [batch_t 0.429 (0.432)] [data_t 0.015] [optim_t 0.414] [lr 0.002856] [CE 4.282 (4.292)] [KD 3.654 (3.741)] +2024-10-15 21:11:57,302 - Train: 14.16% [177150/1251000] [141.6/1000.0] [batch_t 0.421 (0.404)] [data_t 0.015] [optim_t 0.406] [lr 0.002855] [CE 4.241 (4.289)] [KD 3.685 (3.710)] +2024-10-15 21:12:18,790 - Train: 14.16% [177200/1251000] [141.6/1000.0] [batch_t 0.450 (0.430)] [data_t 0.015] [optim_t 0.435] [lr 0.002855] [CE 4.709 (4.383)] [KD 3.796 (3.741)] +2024-10-15 21:12:40,051 - Train: 14.17% [177250/1251000] [141.7/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.002855] [CE 3.686 (4.322)] [KD 3.574 (3.766)] +2024-10-15 21:13:01,232 - Train: 14.17% [177300/1251000] [141.7/1000.0] [batch_t 0.397 (0.424)] [data_t 0.015] [optim_t 0.382] [lr 0.002855] [CE 4.150 (4.294)] [KD 3.692 (3.722)] +2024-10-15 21:13:22,712 - Train: 14.18% [177350/1251000] [141.8/1000.0] [batch_t 0.403 (0.429)] [data_t 0.015] [optim_t 0.388] [lr 0.002855] [CE 4.086 (4.361)] [KD 3.692 (3.847)] +2024-10-15 21:13:43,630 - Train: 14.18% [177400/1251000] [141.8/1000.0] [batch_t 0.468 (0.418)] [data_t 0.015] [optim_t 0.453] [lr 0.002855] [CE 4.099 (4.307)] [KD 3.745 (3.755)] +2024-10-15 21:14:04,474 - Train: 14.18% [177450/1251000] [141.8/1000.0] [batch_t 0.462 (0.417)] [data_t 0.015] [optim_t 0.447] [lr 0.002855] [CE 4.251 (4.335)] [KD 3.896 (3.737)] +2024-10-15 21:14:25,758 - Train: 14.19% [177500/1251000] [141.9/1000.0] [batch_t 0.406 (0.426)] [data_t 0.066] [optim_t 0.340] [lr 0.002855] [CE 4.430 (4.363)] [KD 3.885 (3.823)] +2024-10-15 21:14:46,656 - Train: 14.19% [177550/1251000] [141.9/1000.0] [batch_t 0.438 (0.418)] [data_t 0.095] [optim_t 0.344] [lr 0.002855] [CE 4.263 (4.313)] [KD 3.680 (3.715)] +2024-10-15 21:15:08,306 - Train: 14.20% [177600/1251000] [142.0/1000.0] [batch_t 0.411 (0.433)] [data_t 0.015] [optim_t 0.395] [lr 0.002855] [CE 4.204 (4.310)] [KD 3.430 (3.746)] +2024-10-15 21:15:25,331 - ==> Total time: 21:33:33 Eta: 5 days, 10:16:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 21:15:34,846 - Train: 14.20% [177650/1251000] [142.0/1000.0] [batch_t 0.511 (1.024)] [data_t 0.015] [optim_t 0.496] [lr 0.002855] [CE 4.391 (4.308)] [KD 3.532 (3.636)] +2024-10-15 21:15:54,623 - Train: 14.20% [177700/1251000] [142.0/1000.0] [batch_t 0.427 (0.395)] [data_t 0.015] [optim_t 0.412] [lr 0.002855] [CE 4.579 (4.318)] [KD 3.786 (3.719)] +2024-10-15 21:16:16,668 - Train: 14.21% [177750/1251000] [142.1/1000.0] [batch_t 0.417 (0.441)] [data_t 0.015] [optim_t 0.402] [lr 0.002854] [CE 4.532 (4.283)] [KD 3.838 (3.696)] +2024-10-15 21:16:38,364 - Train: 14.21% [177800/1251000] [142.1/1000.0] [batch_t 0.466 (0.434)] [data_t 0.015] [optim_t 0.451] [lr 0.002854] [CE 4.288 (4.313)] [KD 3.664 (3.699)] +2024-10-15 21:16:59,706 - Train: 14.22% [177850/1251000] [142.2/1000.0] [batch_t 0.421 (0.427)] [data_t 0.015] [optim_t 0.406] [lr 0.002854] [CE 4.592 (4.313)] [KD 3.701 (3.723)] +2024-10-15 21:17:20,555 - Train: 14.22% [177900/1251000] [142.2/1000.0] [batch_t 0.378 (0.417)] [data_t 0.015] [optim_t 0.362] [lr 0.002854] [CE 4.561 (4.277)] [KD 4.032 (3.701)] +2024-10-15 21:17:41,802 - Train: 14.22% [177950/1251000] [142.2/1000.0] [batch_t 0.390 (0.425)] [data_t 0.015] [optim_t 0.374] [lr 0.002854] [CE 4.639 (4.346)] [KD 4.003 (3.770)] +2024-10-15 21:18:02,765 - Train: 14.23% [178000/1251000] [142.3/1000.0] [batch_t 0.379 (0.419)] [data_t 0.015] [optim_t 0.364] [lr 0.002854] [CE 4.428 (4.326)] [KD 4.031 (3.775)] +2024-10-15 21:18:24,720 - Train: 14.23% [178050/1251000] [142.3/1000.0] [batch_t 0.418 (0.439)] [data_t 0.015] [optim_t 0.403] [lr 0.002854] [CE 4.606 (4.408)] [KD 3.963 (3.797)] +2024-10-15 21:18:46,678 - Train: 14.24% [178100/1251000] [142.4/1000.0] [batch_t 0.367 (0.439)] [data_t 0.015] [optim_t 0.352] [lr 0.002854] [CE 4.369 (4.336)] [KD 3.723 (3.757)] +2024-10-15 21:19:08,650 - Train: 14.24% [178150/1251000] [142.4/1000.0] [batch_t 0.446 (0.439)] [data_t 0.015] [optim_t 0.431] [lr 0.002854] [CE 4.954 (4.320)] [KD 4.002 (3.698)] +2024-10-15 21:19:30,528 - Train: 14.24% [178200/1251000] [142.4/1000.0] [batch_t 0.396 (0.437)] [data_t 0.015] [optim_t 0.381] [lr 0.002854] [CE 4.382 (4.329)] [KD 3.720 (3.702)] +2024-10-15 21:19:51,605 - Train: 14.25% [178250/1251000] [142.5/1000.0] [batch_t 0.358 (0.421)] [data_t 0.015] [optim_t 0.342] [lr 0.002854] [CE 4.363 (4.355)] [KD 3.641 (3.768)] +2024-10-15 21:20:12,538 - Train: 14.25% [178300/1251000] [142.5/1000.0] [batch_t 0.430 (0.419)] [data_t 0.015] [optim_t 0.415] [lr 0.002854] [CE 4.529 (4.353)] [KD 4.057 (3.700)] +2024-10-15 21:20:33,924 - Train: 14.26% [178350/1251000] [142.6/1000.0] [batch_t 0.357 (0.428)] [data_t 0.015] [optim_t 0.342] [lr 0.002854] [CE 4.292 (4.279)] [KD 3.565 (3.728)] +2024-10-15 21:20:54,272 - Train: 14.26% [178400/1251000] [142.6/1000.0] [batch_t 0.450 (0.407)] [data_t 0.016] [optim_t 0.435] [lr 0.002853] [CE 4.661 (4.305)] [KD 3.855 (3.789)] +2024-10-15 21:21:15,251 - Train: 14.26% [178450/1251000] [142.6/1000.0] [batch_t 0.359 (0.419)] [data_t 0.015] [optim_t 0.343] [lr 0.002853] [CE 4.161 (4.346)] [KD 3.564 (3.781)] +2024-10-15 21:21:36,476 - Train: 14.27% [178500/1251000] [142.7/1000.0] [batch_t 0.362 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.002853] [CE 4.222 (4.282)] [KD 3.721 (3.745)] +2024-10-15 21:21:57,672 - Train: 14.27% [178550/1251000] [142.7/1000.0] [batch_t 0.392 (0.424)] [data_t 0.016] [optim_t 0.376] [lr 0.002853] [CE 4.479 (4.376)] [KD 4.017 (3.760)] +2024-10-15 21:22:17,950 - Train: 14.28% [178600/1251000] [142.8/1000.0] [batch_t 0.397 (0.405)] [data_t 0.015] [optim_t 0.382] [lr 0.002853] [CE 4.135 (4.374)] [KD 3.627 (3.805)] +2024-10-15 21:22:39,005 - Train: 14.28% [178650/1251000] [142.8/1000.0] [batch_t 0.476 (0.421)] [data_t 0.015] [optim_t 0.461] [lr 0.002853] [CE 4.276 (4.360)] [KD 3.780 (3.790)] +2024-10-15 21:23:00,555 - Train: 14.28% [178700/1251000] [142.8/1000.0] [batch_t 0.373 (0.431)] [data_t 0.015] [optim_t 0.358] [lr 0.002853] [CE 4.004 (4.264)] [KD 3.507 (3.735)] +2024-10-15 21:23:22,340 - Train: 14.29% [178750/1251000] [142.9/1000.0] [batch_t 0.360 (0.436)] [data_t 0.015] [optim_t 0.345] [lr 0.002853] [CE 4.598 (4.343)] [KD 3.751 (3.765)] +2024-10-15 21:23:43,009 - Train: 14.29% [178800/1251000] [142.9/1000.0] [batch_t 0.364 (0.413)] [data_t 0.015] [optim_t 0.348] [lr 0.002853] [CE 4.359 (4.330)] [KD 3.805 (3.791)] +2024-10-15 21:24:03,671 - Train: 14.30% [178850/1251000] [143.0/1000.0] [batch_t 0.427 (0.413)] [data_t 0.015] [optim_t 0.412] [lr 0.002853] [CE 4.542 (4.289)] [KD 3.662 (3.742)] +2024-10-15 21:24:21,301 - ==> Total time: 21:42:29 Eta: 5 days, 10:05:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 21:24:30,152 - Train: 14.30% [178900/1251000] [143.0/1000.0] [batch_t 0.358 (1.062)] [data_t 0.015] [optim_t 0.343] [lr 0.002853] [CE 4.907 (4.131)] [KD 3.749 (3.579)] +2024-10-15 21:24:51,111 - Train: 14.30% [178950/1251000] [143.0/1000.0] [batch_t 0.445 (0.419)] [data_t 0.015] [optim_t 0.430] [lr 0.002853] [CE 4.156 (4.376)] [KD 3.655 (3.687)] +2024-10-15 21:25:13,141 - Train: 14.31% [179000/1251000] [143.1/1000.0] [batch_t 0.406 (0.440)] [data_t 0.015] [optim_t 0.390] [lr 0.002852] [CE 4.716 (4.377)] [KD 4.116 (3.701)] +2024-10-15 21:25:34,676 - Train: 14.31% [179050/1251000] [143.1/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.002852] [CE 4.184 (4.307)] [KD 3.488 (3.719)] +2024-10-15 21:25:55,491 - Train: 14.32% [179100/1251000] [143.2/1000.0] [batch_t 0.467 (0.416)] [data_t 0.015] [optim_t 0.452] [lr 0.002852] [CE 3.965 (4.376)] [KD 3.580 (3.744)] +2024-10-15 21:26:17,202 - Train: 14.32% [179150/1251000] [143.2/1000.0] [batch_t 0.452 (0.434)] [data_t 0.015] [optim_t 0.436] [lr 0.002852] [CE 4.399 (4.289)] [KD 3.705 (3.717)] +2024-10-15 21:26:39,129 - Train: 14.32% [179200/1251000] [143.2/1000.0] [batch_t 0.437 (0.438)] [data_t 0.016] [optim_t 0.422] [lr 0.002852] [CE 3.969 (4.320)] [KD 3.367 (3.678)] +2024-10-15 21:27:01,011 - Train: 14.33% [179250/1251000] [143.3/1000.0] [batch_t 0.419 (0.438)] [data_t 0.015] [optim_t 0.404] [lr 0.002852] [CE 4.187 (4.344)] [KD 3.579 (3.717)] +2024-10-15 21:27:22,222 - Train: 14.33% [179300/1251000] [143.3/1000.0] [batch_t 0.523 (0.424)] [data_t 0.015] [optim_t 0.508] [lr 0.002852] [CE 4.320 (4.212)] [KD 3.606 (3.647)] +2024-10-15 21:27:43,649 - Train: 14.34% [179350/1251000] [143.4/1000.0] [batch_t 0.499 (0.428)] [data_t 0.015] [optim_t 0.484] [lr 0.002852] [CE 4.253 (4.332)] [KD 3.676 (3.695)] +2024-10-15 21:28:04,855 - Train: 14.34% [179400/1251000] [143.4/1000.0] [batch_t 0.430 (0.424)] [data_t 0.015] [optim_t 0.414] [lr 0.002852] [CE 4.293 (4.250)] [KD 3.813 (3.740)] +2024-10-15 21:28:25,844 - Train: 14.34% [179450/1251000] [143.4/1000.0] [batch_t 0.494 (0.420)] [data_t 0.015] [optim_t 0.479] [lr 0.002852] [CE 4.475 (4.366)] [KD 3.704 (3.836)] +2024-10-15 21:28:47,188 - Train: 14.35% [179500/1251000] [143.5/1000.0] [batch_t 0.446 (0.427)] [data_t 0.015] [optim_t 0.430] [lr 0.002852] [CE 3.741 (4.255)] [KD 3.452 (3.781)] +2024-10-15 21:29:08,594 - Train: 14.35% [179550/1251000] [143.5/1000.0] [batch_t 0.407 (0.428)] [data_t 0.015] [optim_t 0.392] [lr 0.002852] [CE 4.030 (4.312)] [KD 3.528 (3.795)] +2024-10-15 21:29:29,885 - Train: 14.36% [179600/1251000] [143.6/1000.0] [batch_t 0.443 (0.426)] [data_t 0.015] [optim_t 0.427] [lr 0.002852] [CE 4.604 (4.279)] [KD 3.843 (3.729)] +2024-10-15 21:29:51,297 - Train: 14.36% [179650/1251000] [143.6/1000.0] [batch_t 0.400 (0.428)] [data_t 0.015] [optim_t 0.385] [lr 0.002851] [CE 4.190 (4.330)] [KD 3.683 (3.781)] +2024-10-15 21:30:12,708 - Train: 14.36% [179700/1251000] [143.6/1000.0] [batch_t 0.410 (0.428)] [data_t 0.015] [optim_t 0.395] [lr 0.002851] [CE 4.286 (4.338)] [KD 3.644 (3.729)] +2024-10-15 21:30:34,777 - Train: 14.37% [179750/1251000] [143.7/1000.0] [batch_t 0.495 (0.441)] [data_t 0.015] [optim_t 0.480] [lr 0.002851] [CE 4.664 (4.310)] [KD 3.802 (3.755)] +2024-10-15 21:30:56,703 - Train: 14.37% [179800/1251000] [143.7/1000.0] [batch_t 0.477 (0.438)] [data_t 0.015] [optim_t 0.462] [lr 0.002851] [CE 4.014 (4.248)] [KD 3.579 (3.670)] +2024-10-15 21:31:18,247 - Train: 14.38% [179850/1251000] [143.8/1000.0] [batch_t 0.476 (0.431)] [data_t 0.015] [optim_t 0.461] [lr 0.002851] [CE 4.467 (4.387)] [KD 3.641 (3.788)] +2024-10-15 21:31:40,077 - Train: 14.38% [179900/1251000] [143.8/1000.0] [batch_t 0.465 (0.436)] [data_t 0.015] [optim_t 0.450] [lr 0.002851] [CE 3.954 (4.377)] [KD 3.549 (3.811)] +2024-10-15 21:32:01,963 - Train: 14.38% [179950/1251000] [143.8/1000.0] [batch_t 0.459 (0.438)] [data_t 0.015] [optim_t 0.444] [lr 0.002851] [CE 4.650 (4.379)] [KD 3.905 (3.750)] +2024-10-15 21:32:23,828 - Train: 14.39% [180000/1251000] [143.9/1000.0] [batch_t 0.443 (0.437)] [data_t 0.015] [optim_t 0.428] [lr 0.002851] [CE 4.477 (4.312)] [KD 3.843 (3.724)] +2024-10-15 21:32:45,475 - Train: 14.39% [180050/1251000] [143.9/1000.0] [batch_t 0.395 (0.433)] [data_t 0.016] [optim_t 0.379] [lr 0.002851] [CE 4.606 (4.302)] [KD 4.063 (3.745)] +2024-10-15 21:33:07,111 - Train: 14.40% [180100/1251000] [144.0/1000.0] [batch_t 0.486 (0.433)] [data_t 0.015] [optim_t 0.470] [lr 0.002851] [CE 4.317 (4.243)] [KD 3.723 (3.720)] +2024-10-15 21:33:25,034 - ==> Total time: 21:51:33 Eta: 5 days, 9:56:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 21:33:33,933 - Train: 14.40% [180150/1251000] [144.0/1000.0] [batch_t 0.360 (1.247)] [data_t 0.015] [optim_t 0.345] [lr 0.002851] [CE 4.570 (4.151)] [KD 4.124 (3.675)] +2024-10-15 21:33:54,109 - Train: 14.40% [180200/1251000] [144.0/1000.0] [batch_t 0.511 (0.403)] [data_t 0.015] [optim_t 0.495] [lr 0.002851] [CE 4.514 (4.357)] [KD 3.890 (3.705)] +2024-10-15 21:34:16,736 - Train: 14.41% [180250/1251000] [144.1/1000.0] [batch_t 0.419 (0.452)] [data_t 0.015] [optim_t 0.403] [lr 0.002850] [CE 4.403 (4.345)] [KD 3.683 (3.758)] +2024-10-15 21:34:39,007 - Train: 14.41% [180300/1251000] [144.1/1000.0] [batch_t 0.370 (0.445)] [data_t 0.015] [optim_t 0.354] [lr 0.002850] [CE 4.346 (4.326)] [KD 3.660 (3.718)] +2024-10-15 21:35:01,383 - Train: 14.42% [180350/1251000] [144.2/1000.0] [batch_t 0.485 (0.447)] [data_t 0.015] [optim_t 0.469] [lr 0.002850] [CE 3.992 (4.284)] [KD 3.440 (3.652)] +2024-10-15 21:35:23,435 - Train: 14.42% [180400/1251000] [144.2/1000.0] [batch_t 0.395 (0.441)] [data_t 0.015] [optim_t 0.380] [lr 0.002850] [CE 4.636 (4.335)] [KD 4.062 (3.726)] +2024-10-15 21:35:45,531 - Train: 14.42% [180450/1251000] [144.2/1000.0] [batch_t 0.445 (0.442)] [data_t 0.015] [optim_t 0.429] [lr 0.002850] [CE 4.333 (4.325)] [KD 3.762 (3.738)] +2024-10-15 21:36:07,846 - Train: 14.43% [180500/1251000] [144.3/1000.0] [batch_t 0.376 (0.446)] [data_t 0.015] [optim_t 0.360] [lr 0.002850] [CE 4.705 (4.358)] [KD 4.041 (3.740)] +2024-10-15 21:36:30,205 - Train: 14.43% [180550/1251000] [144.3/1000.0] [batch_t 0.462 (0.447)] [data_t 0.015] [optim_t 0.447] [lr 0.002850] [CE 4.629 (4.361)] [KD 3.707 (3.792)] +2024-10-15 21:36:52,025 - Train: 14.44% [180600/1251000] [144.4/1000.0] [batch_t 0.439 (0.436)] [data_t 0.015] [optim_t 0.423] [lr 0.002850] [CE 4.391 (4.434)] [KD 3.707 (3.855)] +2024-10-15 21:37:13,992 - Train: 14.44% [180650/1251000] [144.4/1000.0] [batch_t 0.454 (0.439)] [data_t 0.015] [optim_t 0.439] [lr 0.002850] [CE 4.210 (4.291)] [KD 3.763 (3.785)] +2024-10-15 21:37:36,190 - Train: 14.44% [180700/1251000] [144.4/1000.0] [batch_t 0.361 (0.444)] [data_t 0.015] [optim_t 0.346] [lr 0.002850] [CE 3.895 (4.305)] [KD 3.607 (3.732)] +2024-10-15 21:37:56,733 - Train: 14.45% [180750/1251000] [144.5/1000.0] [batch_t 0.365 (0.411)] [data_t 0.015] [optim_t 0.350] [lr 0.002850] [CE 4.401 (4.289)] [KD 3.766 (3.758)] +2024-10-15 21:38:17,161 - Train: 14.45% [180800/1251000] [144.5/1000.0] [batch_t 0.397 (0.408)] [data_t 0.015] [optim_t 0.382] [lr 0.002850] [CE 4.076 (4.265)] [KD 3.724 (3.736)] +2024-10-15 21:38:37,670 - Train: 14.46% [180850/1251000] [144.6/1000.0] [batch_t 0.393 (0.410)] [data_t 0.015] [optim_t 0.377] [lr 0.002849] [CE 4.095 (4.260)] [KD 3.809 (3.726)] +2024-10-15 21:38:59,147 - Train: 14.46% [180900/1251000] [144.6/1000.0] [batch_t 0.505 (0.429)] [data_t 0.015] [optim_t 0.490] [lr 0.002849] [CE 3.988 (4.269)] [KD 3.200 (3.697)] +2024-10-15 21:39:20,309 - Train: 14.46% [180950/1251000] [144.6/1000.0] [batch_t 0.410 (0.423)] [data_t 0.015] [optim_t 0.395] [lr 0.002849] [CE 4.800 (4.297)] [KD 3.980 (3.700)] +2024-10-15 21:39:41,665 - Train: 14.47% [181000/1251000] [144.7/1000.0] [batch_t 0.491 (0.427)] [data_t 0.015] [optim_t 0.475] [lr 0.002849] [CE 4.568 (4.326)] [KD 3.895 (3.685)] +2024-10-15 21:40:03,194 - Train: 14.47% [181050/1251000] [144.7/1000.0] [batch_t 0.473 (0.430)] [data_t 0.016] [optim_t 0.457] [lr 0.002849] [CE 4.261 (4.355)] [KD 3.565 (3.765)] +2024-10-15 21:40:24,330 - Train: 14.48% [181100/1251000] [144.8/1000.0] [batch_t 0.435 (0.423)] [data_t 0.015] [optim_t 0.420] [lr 0.002849] [CE 3.487 (4.323)] [KD 3.388 (3.712)] +2024-10-15 21:40:45,943 - Train: 14.48% [181150/1251000] [144.8/1000.0] [batch_t 0.383 (0.432)] [data_t 0.015] [optim_t 0.367] [lr 0.002849] [CE 4.091 (4.360)] [KD 3.704 (3.775)] +2024-10-15 21:41:07,229 - Train: 14.48% [181200/1251000] [144.8/1000.0] [batch_t 0.480 (0.426)] [data_t 0.015] [optim_t 0.464] [lr 0.002849] [CE 3.721 (4.374)] [KD 3.541 (3.740)] +2024-10-15 21:41:28,442 - Train: 14.49% [181250/1251000] [144.9/1000.0] [batch_t 0.424 (0.424)] [data_t 0.015] [optim_t 0.408] [lr 0.002849] [CE 4.148 (4.359)] [KD 3.574 (3.731)] +2024-10-15 21:41:49,978 - Train: 14.49% [181300/1251000] [144.9/1000.0] [batch_t 0.381 (0.431)] [data_t 0.015] [optim_t 0.366] [lr 0.002849] [CE 4.567 (4.279)] [KD 3.651 (3.699)] +2024-10-15 21:42:11,073 - Train: 14.50% [181350/1251000] [145.0/1000.0] [batch_t 0.475 (0.422)] [data_t 0.015] [optim_t 0.460] [lr 0.002849] [CE 4.410 (4.346)] [KD 3.734 (3.739)] +2024-10-15 21:42:50,342 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 36913] [top5_cnt 46042] [top_all 50000] +2024-10-15 21:42:50,342 - net: 73.826 (92.084) +2024-10-15 21:43:12,421 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 39517] [top5_cnt 47286] [top_all 50000] +2024-10-15 21:43:12,421 - net_E: 79.034 (94.572) +2024-10-15 21:43:12,570 - Max [top1: 74.004 (epoch: 115)] [top1-ema: 79.034 (epoch: 145)] +2024-10-15 21:43:12,570 - ==> Total time: 22:01:21 Eta: 5 days, 9:51:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 21:43:22,126 - Train: 14.50% [181400/1251000] [145.0/1000.0] [batch_t 0.358 (0.900)] [data_t 0.015] [optim_t 0.343] [lr 0.002849] [CE 4.642 (4.450)] [KD 3.727 (3.815)] +2024-10-15 21:43:42,141 - Train: 14.50% [181450/1251000] [145.0/1000.0] [batch_t 0.425 (0.400)] [data_t 0.016] [optim_t 0.409] [lr 0.002848] [CE 4.176 (4.318)] [KD 3.720 (3.706)] +2024-10-15 21:44:04,476 - Train: 14.51% [181500/1251000] [145.1/1000.0] [batch_t 0.420 (0.447)] [data_t 0.015] [optim_t 0.405] [lr 0.002848] [CE 4.032 (4.328)] [KD 3.749 (3.731)] +2024-10-15 21:44:26,535 - Train: 14.51% [181550/1251000] [145.1/1000.0] [batch_t 0.407 (0.441)] [data_t 0.015] [optim_t 0.392] [lr 0.002848] [CE 3.697 (4.312)] [KD 3.337 (3.666)] +2024-10-15 21:44:48,606 - Train: 14.52% [181600/1251000] [145.2/1000.0] [batch_t 0.362 (0.441)] [data_t 0.015] [optim_t 0.346] [lr 0.002848] [CE 3.824 (4.291)] [KD 3.490 (3.653)] +2024-10-15 21:45:10,588 - Train: 14.52% [181650/1251000] [145.2/1000.0] [batch_t 0.463 (0.440)] [data_t 0.015] [optim_t 0.447] [lr 0.002848] [CE 4.509 (4.372)] [KD 3.595 (3.810)] +2024-10-15 21:45:32,544 - Train: 14.52% [181700/1251000] [145.2/1000.0] [batch_t 0.491 (0.439)] [data_t 0.015] [optim_t 0.476] [lr 0.002848] [CE 3.887 (4.323)] [KD 3.706 (3.759)] +2024-10-15 21:45:53,293 - Train: 14.53% [181750/1251000] [145.3/1000.0] [batch_t 0.410 (0.415)] [data_t 0.016] [optim_t 0.394] [lr 0.002848] [CE 4.159 (4.296)] [KD 3.391 (3.720)] +2024-10-15 21:46:14,265 - Train: 14.53% [181800/1251000] [145.3/1000.0] [batch_t 0.496 (0.419)] [data_t 0.015] [optim_t 0.480] [lr 0.002848] [CE 4.384 (4.337)] [KD 3.514 (3.675)] +2024-10-15 21:46:34,782 - Train: 14.54% [181850/1251000] [145.4/1000.0] [batch_t 0.438 (0.410)] [data_t 0.015] [optim_t 0.423] [lr 0.002848] [CE 4.296 (4.330)] [KD 3.681 (3.781)] +2024-10-15 21:46:55,348 - Train: 14.54% [181900/1251000] [145.4/1000.0] [batch_t 0.380 (0.411)] [data_t 0.015] [optim_t 0.365] [lr 0.002848] [CE 3.889 (4.387)] [KD 3.522 (3.792)] +2024-10-15 21:47:16,456 - Train: 14.54% [181950/1251000] [145.4/1000.0] [batch_t 0.385 (0.422)] [data_t 0.016] [optim_t 0.369] [lr 0.002848] [CE 4.317 (4.308)] [KD 3.925 (3.707)] +2024-10-15 21:47:37,952 - Train: 14.55% [182000/1251000] [145.5/1000.0] [batch_t 0.486 (0.430)] [data_t 0.015] [optim_t 0.470] [lr 0.002848] [CE 5.107 (4.270)] [KD 4.080 (3.713)] +2024-10-15 21:47:58,903 - Train: 14.55% [182050/1251000] [145.5/1000.0] [batch_t 0.413 (0.419)] [data_t 0.015] [optim_t 0.398] [lr 0.002847] [CE 4.026 (4.353)] [KD 3.474 (3.727)] +2024-10-15 21:48:20,838 - Train: 14.56% [182100/1251000] [145.6/1000.0] [batch_t 0.404 (0.439)] [data_t 0.015] [optim_t 0.389] [lr 0.002847] [CE 4.036 (4.311)] [KD 3.549 (3.703)] +2024-10-15 21:48:42,004 - Train: 14.56% [182150/1251000] [145.6/1000.0] [batch_t 0.453 (0.423)] [data_t 0.015] [optim_t 0.438] [lr 0.002847] [CE 4.218 (4.308)] [KD 3.661 (3.749)] +2024-10-15 21:49:03,193 - Train: 14.56% [182200/1251000] [145.6/1000.0] [batch_t 0.434 (0.424)] [data_t 0.015] [optim_t 0.419] [lr 0.002847] [CE 4.114 (4.301)] [KD 3.762 (3.769)] +2024-10-15 21:49:24,306 - Train: 14.57% [182250/1251000] [145.7/1000.0] [batch_t 0.440 (0.422)] [data_t 0.016] [optim_t 0.424] [lr 0.002847] [CE 4.193 (4.270)] [KD 3.658 (3.676)] +2024-10-15 21:49:45,272 - Train: 14.57% [182300/1251000] [145.7/1000.0] [batch_t 0.392 (0.419)] [data_t 0.015] [optim_t 0.376] [lr 0.002847] [CE 4.450 (4.401)] [KD 3.802 (3.767)] +2024-10-15 21:50:07,035 - Train: 14.58% [182350/1251000] [145.8/1000.0] [batch_t 0.478 (0.435)] [data_t 0.015] [optim_t 0.463] [lr 0.002847] [CE 3.860 (4.264)] [KD 3.637 (3.770)] +2024-10-15 21:50:28,653 - Train: 14.58% [182400/1251000] [145.8/1000.0] [batch_t 0.423 (0.432)] [data_t 0.016] [optim_t 0.407] [lr 0.002847] [CE 4.729 (4.317)] [KD 3.912 (3.752)] +2024-10-15 21:50:51,392 - Train: 14.58% [182450/1251000] [145.8/1000.0] [batch_t 0.370 (0.455)] [data_t 0.015] [optim_t 0.355] [lr 0.002847] [CE 4.204 (4.295)] [KD 3.708 (3.699)] +2024-10-15 21:51:13,477 - Train: 14.59% [182500/1251000] [145.9/1000.0] [batch_t 0.360 (0.442)] [data_t 0.015] [optim_t 0.345] [lr 0.002847] [CE 4.623 (4.381)] [KD 4.000 (3.773)] +2024-10-15 21:51:35,662 - Train: 14.59% [182550/1251000] [145.9/1000.0] [batch_t 0.483 (0.444)] [data_t 0.015] [optim_t 0.467] [lr 0.002847] [CE 4.188 (4.356)] [KD 3.708 (3.807)] +2024-10-15 21:51:57,683 - Train: 14.60% [182600/1251000] [146.0/1000.0] [batch_t 0.515 (0.440)] [data_t 0.015] [optim_t 0.500] [lr 0.002847] [CE 4.136 (4.347)] [KD 3.703 (3.795)] +2024-10-15 21:52:16,864 - ==> Total time: 22:10:25 Eta: 5 days, 9:42:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 21:52:24,702 - Train: 14.60% [182650/1251000] [146.0/1000.0] [batch_t 0.359 (1.592)] [data_t 0.015] [optim_t 0.344] [lr 0.002847] [CE 4.533 (4.428)] [KD 4.011 (3.834)] +2024-10-15 21:52:45,816 - Train: 14.60% [182700/1251000] [146.0/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.002846] [CE 4.159 (4.324)] [KD 3.615 (3.702)] +2024-10-15 21:53:07,635 - Train: 14.61% [182750/1251000] [146.1/1000.0] [batch_t 0.357 (0.436)] [data_t 0.016] [optim_t 0.341] [lr 0.002846] [CE 4.565 (4.316)] [KD 3.758 (3.667)] +2024-10-15 21:53:29,853 - Train: 14.61% [182800/1251000] [146.1/1000.0] [batch_t 0.429 (0.444)] [data_t 0.088] [optim_t 0.341] [lr 0.002846] [CE 4.454 (4.335)] [KD 3.639 (3.684)] +2024-10-15 21:53:52,188 - Train: 14.62% [182850/1251000] [146.2/1000.0] [batch_t 0.498 (0.447)] [data_t 0.156] [optim_t 0.343] [lr 0.002846] [CE 4.206 (4.314)] [KD 3.746 (3.739)] +2024-10-15 21:54:14,079 - Train: 14.62% [182900/1251000] [146.2/1000.0] [batch_t 0.422 (0.438)] [data_t 0.083] [optim_t 0.339] [lr 0.002846] [CE 4.466 (4.326)] [KD 3.827 (3.765)] +2024-10-15 21:54:35,741 - Train: 14.62% [182950/1251000] [146.2/1000.0] [batch_t 0.422 (0.433)] [data_t 0.081] [optim_t 0.342] [lr 0.002846] [CE 4.869 (4.304)] [KD 4.043 (3.705)] +2024-10-15 21:54:57,958 - Train: 14.63% [183000/1251000] [146.3/1000.0] [batch_t 0.512 (0.444)] [data_t 0.172] [optim_t 0.340] [lr 0.002846] [CE 3.509 (4.374)] [KD 3.303 (3.750)] +2024-10-15 21:55:19,707 - Train: 14.63% [183050/1251000] [146.3/1000.0] [batch_t 0.467 (0.435)] [data_t 0.127] [optim_t 0.340] [lr 0.002846] [CE 4.204 (4.283)] [KD 3.724 (3.741)] +2024-10-15 21:55:40,995 - Train: 14.64% [183100/1251000] [146.4/1000.0] [batch_t 0.515 (0.426)] [data_t 0.106] [optim_t 0.410] [lr 0.002846] [CE 3.818 (4.324)] [KD 3.613 (3.751)] +2024-10-15 21:56:01,859 - Train: 14.64% [183150/1251000] [146.4/1000.0] [batch_t 0.448 (0.417)] [data_t 0.106] [optim_t 0.342] [lr 0.002846] [CE 4.015 (4.303)] [KD 3.725 (3.738)] +2024-10-15 21:56:23,364 - Train: 14.64% [183200/1251000] [146.4/1000.0] [batch_t 0.360 (0.430)] [data_t 0.018] [optim_t 0.342] [lr 0.002846] [CE 4.429 (4.352)] [KD 3.845 (3.682)] +2024-10-15 21:56:45,538 - Train: 14.65% [183250/1251000] [146.5/1000.0] [batch_t 0.437 (0.443)] [data_t 0.095] [optim_t 0.342] [lr 0.002846] [CE 4.603 (4.307)] [KD 3.900 (3.755)] +2024-10-15 21:57:07,639 - Train: 14.65% [183300/1251000] [146.5/1000.0] [batch_t 0.423 (0.442)] [data_t 0.081] [optim_t 0.343] [lr 0.002845] [CE 4.671 (4.271)] [KD 4.007 (3.784)] +2024-10-15 21:57:29,019 - Train: 14.66% [183350/1251000] [146.6/1000.0] [batch_t 0.363 (0.428)] [data_t 0.024] [optim_t 0.339] [lr 0.002845] [CE 3.740 (4.375)] [KD 3.606 (3.799)] +2024-10-15 21:57:50,605 - Train: 14.66% [183400/1251000] [146.6/1000.0] [batch_t 0.425 (0.432)] [data_t 0.083] [optim_t 0.342] [lr 0.002845] [CE 4.000 (4.340)] [KD 3.449 (3.747)] +2024-10-15 21:58:12,312 - Train: 14.66% [183450/1251000] [146.6/1000.0] [batch_t 0.513 (0.434)] [data_t 0.172] [optim_t 0.341] [lr 0.002845] [CE 4.911 (4.370)] [KD 3.899 (3.730)] +2024-10-15 21:58:34,231 - Train: 14.67% [183500/1251000] [146.7/1000.0] [batch_t 0.494 (0.438)] [data_t 0.152] [optim_t 0.342] [lr 0.002845] [CE 4.121 (4.347)] [KD 3.610 (3.768)] +2024-10-15 21:58:55,911 - Train: 14.67% [183550/1251000] [146.7/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.347] [lr 0.002845] [CE 4.154 (4.279)] [KD 3.913 (3.741)] +2024-10-15 21:59:17,412 - Train: 14.68% [183600/1251000] [146.8/1000.0] [batch_t 0.412 (0.430)] [data_t 0.068] [optim_t 0.344] [lr 0.002845] [CE 4.732 (4.365)] [KD 3.977 (3.811)] +2024-10-15 21:59:38,870 - Train: 14.68% [183650/1251000] [146.8/1000.0] [batch_t 0.467 (0.429)] [data_t 0.126] [optim_t 0.341] [lr 0.002845] [CE 4.537 (4.329)] [KD 3.723 (3.714)] +2024-10-15 22:00:00,652 - Train: 14.68% [183700/1251000] [146.8/1000.0] [batch_t 0.463 (0.436)] [data_t 0.114] [optim_t 0.349] [lr 0.002845] [CE 3.817 (4.346)] [KD 3.439 (3.751)] +2024-10-15 22:00:22,558 - Train: 14.69% [183750/1251000] [146.9/1000.0] [batch_t 0.360 (0.438)] [data_t 0.015] [optim_t 0.344] [lr 0.002845] [CE 4.424 (4.281)] [KD 3.717 (3.747)] +2024-10-15 22:00:43,718 - Train: 14.69% [183800/1251000] [146.9/1000.0] [batch_t 0.434 (0.423)] [data_t 0.092] [optim_t 0.342] [lr 0.002845] [CE 4.435 (4.273)] [KD 3.990 (3.695)] +2024-10-15 22:01:04,506 - Train: 14.70% [183850/1251000] [147.0/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.002845] [CE 4.669 (4.318)] [KD 3.930 (3.746)] +2024-10-15 22:01:23,452 - ==> Total time: 22:19:32 Eta: 5 days, 9:32:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 22:01:31,460 - Train: 14.70% [183900/1251000] [147.0/1000.0] [batch_t 0.359 (2.078)] [data_t 0.015] [optim_t 0.344] [lr 0.002844] [CE 3.923 (4.135)] [KD 3.697 (3.850)] +2024-10-15 22:01:51,683 - Train: 14.70% [183950/1251000] [147.0/1000.0] [batch_t 0.459 (0.404)] [data_t 0.015] [optim_t 0.444] [lr 0.002844] [CE 4.721 (4.338)] [KD 3.696 (3.714)] +2024-10-15 22:02:13,473 - Train: 14.71% [184000/1251000] [147.1/1000.0] [batch_t 0.432 (0.436)] [data_t 0.015] [optim_t 0.417] [lr 0.002844] [CE 4.569 (4.309)] [KD 3.788 (3.680)] +2024-10-15 22:02:35,383 - Train: 14.71% [184050/1251000] [147.1/1000.0] [batch_t 0.444 (0.438)] [data_t 0.015] [optim_t 0.429] [lr 0.002844] [CE 4.187 (4.309)] [KD 3.528 (3.721)] +2024-10-15 22:02:58,141 - Train: 14.72% [184100/1251000] [147.2/1000.0] [batch_t 0.500 (0.455)] [data_t 0.015] [optim_t 0.484] [lr 0.002844] [CE 4.359 (4.265)] [KD 3.685 (3.652)] +2024-10-15 22:03:20,186 - Train: 14.72% [184150/1251000] [147.2/1000.0] [batch_t 0.360 (0.441)] [data_t 0.015] [optim_t 0.344] [lr 0.002844] [CE 4.388 (4.380)] [KD 3.668 (3.756)] +2024-10-15 22:03:42,036 - Train: 14.72% [184200/1251000] [147.2/1000.0] [batch_t 0.363 (0.437)] [data_t 0.015] [optim_t 0.348] [lr 0.002844] [CE 4.699 (4.282)] [KD 3.899 (3.722)] +2024-10-15 22:04:03,853 - Train: 14.73% [184250/1251000] [147.3/1000.0] [batch_t 0.507 (0.436)] [data_t 0.015] [optim_t 0.491] [lr 0.002844] [CE 4.308 (4.308)] [KD 3.599 (3.712)] +2024-10-15 22:04:27,128 - Train: 14.73% [184300/1251000] [147.3/1000.0] [batch_t 0.391 (0.465)] [data_t 0.015] [optim_t 0.376] [lr 0.002844] [CE 4.361 (4.378)] [KD 3.922 (3.745)] +2024-10-15 22:04:50,460 - Train: 14.74% [184350/1251000] [147.4/1000.0] [batch_t 0.360 (0.467)] [data_t 0.015] [optim_t 0.345] [lr 0.002844] [CE 4.363 (4.324)] [KD 3.720 (3.692)] +2024-10-15 22:05:12,106 - Train: 14.74% [184400/1251000] [147.4/1000.0] [batch_t 0.435 (0.433)] [data_t 0.015] [optim_t 0.419] [lr 0.002844] [CE 4.171 (4.300)] [KD 3.484 (3.751)] +2024-10-15 22:05:33,378 - Train: 14.74% [184450/1251000] [147.4/1000.0] [batch_t 0.396 (0.425)] [data_t 0.015] [optim_t 0.381] [lr 0.002844] [CE 4.096 (4.324)] [KD 3.606 (3.675)] +2024-10-15 22:05:53,745 - Train: 14.75% [184500/1251000] [147.5/1000.0] [batch_t 0.436 (0.407)] [data_t 0.015] [optim_t 0.421] [lr 0.002843] [CE 3.610 (4.360)] [KD 3.659 (3.683)] +2024-10-15 22:06:14,498 - Train: 14.75% [184550/1251000] [147.5/1000.0] [batch_t 0.471 (0.415)] [data_t 0.015] [optim_t 0.456] [lr 0.002843] [CE 4.224 (4.349)] [KD 3.619 (3.737)] +2024-10-15 22:06:35,824 - Train: 14.76% [184600/1251000] [147.6/1000.0] [batch_t 0.400 (0.426)] [data_t 0.015] [optim_t 0.384] [lr 0.002843] [CE 4.237 (4.261)] [KD 3.847 (3.743)] +2024-10-15 22:06:57,905 - Train: 14.76% [184650/1251000] [147.6/1000.0] [batch_t 0.492 (0.442)] [data_t 0.149] [optim_t 0.342] [lr 0.002843] [CE 4.400 (4.354)] [KD 3.618 (3.730)] +2024-10-15 22:07:19,544 - Train: 14.76% [184700/1251000] [147.6/1000.0] [batch_t 0.514 (0.433)] [data_t 0.173] [optim_t 0.341] [lr 0.002843] [CE 4.320 (4.245)] [KD 3.870 (3.665)] +2024-10-15 22:07:41,329 - Train: 14.77% [184750/1251000] [147.7/1000.0] [batch_t 0.394 (0.436)] [data_t 0.053] [optim_t 0.341] [lr 0.002843] [CE 4.260 (4.283)] [KD 3.737 (3.750)] +2024-10-15 22:08:02,882 - Train: 14.77% [184800/1251000] [147.7/1000.0] [batch_t 0.499 (0.431)] [data_t 0.158] [optim_t 0.341] [lr 0.002843] [CE 4.454 (4.352)] [KD 3.819 (3.755)] +2024-10-15 22:08:24,900 - Train: 14.78% [184850/1251000] [147.8/1000.0] [batch_t 0.495 (0.440)] [data_t 0.154] [optim_t 0.342] [lr 0.002843] [CE 4.491 (4.325)] [KD 3.710 (3.791)] +2024-10-15 22:08:47,253 - Train: 14.78% [184900/1251000] [147.8/1000.0] [batch_t 0.521 (0.447)] [data_t 0.180] [optim_t 0.342] [lr 0.002843] [CE 4.245 (4.316)] [KD 4.013 (3.693)] +2024-10-15 22:09:08,530 - Train: 14.78% [184950/1251000] [147.8/1000.0] [batch_t 0.403 (0.425)] [data_t 0.058] [optim_t 0.345] [lr 0.002843] [CE 4.361 (4.357)] [KD 3.807 (3.703)] +2024-10-15 22:09:30,361 - Train: 14.79% [185000/1251000] [147.9/1000.0] [batch_t 0.364 (0.437)] [data_t 0.015] [optim_t 0.348] [lr 0.002843] [CE 4.692 (4.308)] [KD 3.908 (3.739)] +2024-10-15 22:09:51,843 - Train: 14.79% [185050/1251000] [147.9/1000.0] [batch_t 0.445 (0.430)] [data_t 0.102] [optim_t 0.343] [lr 0.002843] [CE 4.625 (4.376)] [KD 3.872 (3.805)] +2024-10-15 22:10:13,346 - Train: 14.80% [185100/1251000] [148.0/1000.0] [batch_t 0.461 (0.430)] [data_t 0.119] [optim_t 0.342] [lr 0.002842] [CE 4.313 (4.315)] [KD 3.861 (3.750)] +2024-10-15 22:10:33,079 - ==> Total time: 22:28:41 Eta: 5 days, 9:24:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 22:10:40,375 - Train: 14.80% [185150/1251000] [148.0/1000.0] [batch_t 0.379 (2.933)] [data_t 0.015] [optim_t 0.363] [lr 0.002842] [CE 3.591 (3.817)] [KD 3.246 (3.382)] +2024-10-15 22:11:00,128 - Train: 14.80% [185200/1251000] [148.0/1000.0] [batch_t 0.530 (0.395)] [data_t 0.015] [optim_t 0.514] [lr 0.002842] [CE 4.741 (4.249)] [KD 3.968 (3.641)] +2024-10-15 22:11:23,183 - Train: 14.81% [185250/1251000] [148.1/1000.0] [batch_t 0.548 (0.461)] [data_t 0.015] [optim_t 0.533] [lr 0.002842] [CE 4.241 (4.350)] [KD 3.399 (3.709)] +2024-10-15 22:11:44,548 - Train: 14.81% [185300/1251000] [148.1/1000.0] [batch_t 0.422 (0.427)] [data_t 0.015] [optim_t 0.407] [lr 0.002842] [CE 4.110 (4.337)] [KD 3.578 (3.692)] +2024-10-15 22:12:05,586 - Train: 14.82% [185350/1251000] [148.2/1000.0] [batch_t 0.405 (0.421)] [data_t 0.015] [optim_t 0.390] [lr 0.002842] [CE 3.984 (4.276)] [KD 3.526 (3.671)] +2024-10-15 22:12:26,734 - Train: 14.82% [185400/1251000] [148.2/1000.0] [batch_t 0.427 (0.423)] [data_t 0.015] [optim_t 0.412] [lr 0.002842] [CE 4.394 (4.308)] [KD 3.873 (3.739)] +2024-10-15 22:12:47,738 - Train: 14.82% [185450/1251000] [148.2/1000.0] [batch_t 0.426 (0.420)] [data_t 0.015] [optim_t 0.411] [lr 0.002842] [CE 4.255 (4.335)] [KD 3.834 (3.780)] +2024-10-15 22:13:08,946 - Train: 14.83% [185500/1251000] [148.3/1000.0] [batch_t 0.461 (0.424)] [data_t 0.015] [optim_t 0.446] [lr 0.002842] [CE 4.181 (4.346)] [KD 3.697 (3.767)] +2024-10-15 22:13:29,697 - Train: 14.83% [185550/1251000] [148.3/1000.0] [batch_t 0.409 (0.415)] [data_t 0.016] [optim_t 0.393] [lr 0.002842] [CE 3.920 (4.277)] [KD 3.437 (3.663)] +2024-10-15 22:13:50,961 - Train: 14.84% [185600/1251000] [148.4/1000.0] [batch_t 0.402 (0.425)] [data_t 0.015] [optim_t 0.387] [lr 0.002842] [CE 4.747 (4.315)] [KD 3.919 (3.756)] +2024-10-15 22:14:12,001 - Train: 14.84% [185650/1251000] [148.4/1000.0] [batch_t 0.383 (0.421)] [data_t 0.015] [optim_t 0.367] [lr 0.002842] [CE 4.267 (4.321)] [KD 3.880 (3.762)] +2024-10-15 22:14:33,289 - Train: 14.84% [185700/1251000] [148.4/1000.0] [batch_t 0.453 (0.426)] [data_t 0.015] [optim_t 0.437] [lr 0.002841] [CE 4.263 (4.336)] [KD 3.758 (3.771)] +2024-10-15 22:14:54,401 - Train: 14.85% [185750/1251000] [148.5/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.002841] [CE 4.238 (4.423)] [KD 3.771 (3.830)] +2024-10-15 22:15:15,692 - Train: 14.85% [185800/1251000] [148.5/1000.0] [batch_t 0.366 (0.426)] [data_t 0.015] [optim_t 0.351] [lr 0.002841] [CE 4.125 (4.296)] [KD 3.449 (3.726)] +2024-10-15 22:15:36,821 - Train: 14.86% [185850/1251000] [148.6/1000.0] [batch_t 0.378 (0.422)] [data_t 0.015] [optim_t 0.363] [lr 0.002841] [CE 3.914 (4.266)] [KD 3.345 (3.696)] +2024-10-15 22:15:57,947 - Train: 14.86% [185900/1251000] [148.6/1000.0] [batch_t 0.392 (0.422)] [data_t 0.015] [optim_t 0.376] [lr 0.002841] [CE 4.345 (4.297)] [KD 3.642 (3.648)] +2024-10-15 22:16:19,741 - Train: 14.86% [185950/1251000] [148.6/1000.0] [batch_t 0.396 (0.436)] [data_t 0.015] [optim_t 0.381] [lr 0.002841] [CE 4.408 (4.343)] [KD 3.792 (3.739)] +2024-10-15 22:16:41,226 - Train: 14.87% [186000/1251000] [148.7/1000.0] [batch_t 0.444 (0.430)] [data_t 0.015] [optim_t 0.429] [lr 0.002841] [CE 4.728 (4.309)] [KD 3.528 (3.732)] +2024-10-15 22:17:02,476 - Train: 14.87% [186050/1251000] [148.7/1000.0] [batch_t 0.365 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.002841] [CE 4.510 (4.418)] [KD 3.746 (3.792)] +2024-10-15 22:17:23,809 - Train: 14.88% [186100/1251000] [148.8/1000.0] [batch_t 0.404 (0.427)] [data_t 0.015] [optim_t 0.389] [lr 0.002841] [CE 4.463 (4.331)] [KD 3.838 (3.740)] +2024-10-15 22:17:44,936 - Train: 14.88% [186150/1251000] [148.8/1000.0] [batch_t 0.373 (0.422)] [data_t 0.015] [optim_t 0.358] [lr 0.002841] [CE 3.634 (4.337)] [KD 3.505 (3.800)] +2024-10-15 22:18:06,902 - Train: 14.88% [186200/1251000] [148.8/1000.0] [batch_t 0.381 (0.439)] [data_t 0.015] [optim_t 0.366] [lr 0.002841] [CE 4.418 (4.285)] [KD 3.892 (3.732)] +2024-10-15 22:18:28,295 - Train: 14.89% [186250/1251000] [148.9/1000.0] [batch_t 0.401 (0.428)] [data_t 0.015] [optim_t 0.385] [lr 0.002841] [CE 3.968 (4.341)] [KD 3.582 (3.749)] +2024-10-15 22:18:50,007 - Train: 14.89% [186300/1251000] [148.9/1000.0] [batch_t 0.414 (0.434)] [data_t 0.015] [optim_t 0.399] [lr 0.002840] [CE 3.917 (4.398)] [KD 3.527 (3.780)] +2024-10-15 22:19:11,805 - Train: 14.90% [186350/1251000] [149.0/1000.0] [batch_t 0.406 (0.436)] [data_t 0.015] [optim_t 0.391] [lr 0.002840] [CE 4.566 (4.271)] [KD 3.645 (3.700)] +2024-10-15 22:19:32,242 - ==> Total time: 22:37:40 Eta: 5 days, 9:14:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 22:19:38,145 - Train: 14.90% [186400/1251000] [149.0/1000.0] [batch_t 4.623 (4.623)] [data_t 3.678] [optim_t 0.945] [lr 0.002840] [CE 4.572 (4.572)] [KD 3.781 (3.781)] +2024-10-15 22:19:59,185 - Train: 14.90% [186450/1251000] [149.0/1000.0] [batch_t 0.418 (0.421)] [data_t 0.015] [optim_t 0.403] [lr 0.002840] [CE 4.862 (4.344)] [KD 3.884 (3.674)] +2024-10-15 22:20:21,356 - Train: 14.91% [186500/1251000] [149.1/1000.0] [batch_t 0.452 (0.443)] [data_t 0.015] [optim_t 0.437] [lr 0.002840] [CE 4.411 (4.307)] [KD 4.013 (3.686)] +2024-10-15 22:20:43,234 - Train: 14.91% [186550/1251000] [149.1/1000.0] [batch_t 0.442 (0.437)] [data_t 0.015] [optim_t 0.427] [lr 0.002840] [CE 4.307 (4.328)] [KD 3.749 (3.705)] +2024-10-15 22:21:05,485 - Train: 14.92% [186600/1251000] [149.2/1000.0] [batch_t 0.450 (0.445)] [data_t 0.015] [optim_t 0.435] [lr 0.002840] [CE 3.645 (4.364)] [KD 3.408 (3.704)] +2024-10-15 22:21:27,205 - Train: 14.92% [186650/1251000] [149.2/1000.0] [batch_t 0.412 (0.434)] [data_t 0.015] [optim_t 0.397] [lr 0.002840] [CE 4.708 (4.361)] [KD 3.845 (3.714)] +2024-10-15 22:21:49,161 - Train: 14.92% [186700/1251000] [149.2/1000.0] [batch_t 0.455 (0.439)] [data_t 0.015] [optim_t 0.440] [lr 0.002840] [CE 3.732 (4.292)] [KD 3.427 (3.708)] +2024-10-15 22:22:11,238 - Train: 14.93% [186750/1251000] [149.3/1000.0] [batch_t 0.427 (0.441)] [data_t 0.016] [optim_t 0.411] [lr 0.002840] [CE 4.248 (4.327)] [KD 3.658 (3.737)] +2024-10-15 22:22:32,822 - Train: 14.93% [186800/1251000] [149.3/1000.0] [batch_t 0.433 (0.432)] [data_t 0.015] [optim_t 0.418] [lr 0.002840] [CE 4.180 (4.326)] [KD 3.498 (3.743)] +2024-10-15 22:22:54,520 - Train: 14.94% [186850/1251000] [149.4/1000.0] [batch_t 0.481 (0.434)] [data_t 0.016] [optim_t 0.466] [lr 0.002839] [CE 3.873 (4.284)] [KD 3.610 (3.695)] +2024-10-15 22:23:16,465 - Train: 14.94% [186900/1251000] [149.4/1000.0] [batch_t 0.441 (0.439)] [data_t 0.015] [optim_t 0.425] [lr 0.002839] [CE 4.736 (4.326)] [KD 3.868 (3.657)] +2024-10-15 22:23:38,649 - Train: 14.94% [186950/1251000] [149.4/1000.0] [batch_t 0.480 (0.444)] [data_t 0.015] [optim_t 0.464] [lr 0.002839] [CE 4.435 (4.344)] [KD 3.758 (3.685)] +2024-10-15 22:24:01,359 - Train: 14.95% [187000/1251000] [149.5/1000.0] [batch_t 0.445 (0.454)] [data_t 0.015] [optim_t 0.429] [lr 0.002839] [CE 4.701 (4.342)] [KD 3.814 (3.755)] +2024-10-15 22:24:23,191 - Train: 14.95% [187050/1251000] [149.5/1000.0] [batch_t 0.442 (0.437)] [data_t 0.015] [optim_t 0.427] [lr 0.002839] [CE 4.633 (4.377)] [KD 3.932 (3.743)] +2024-10-15 22:24:44,874 - Train: 14.96% [187100/1251000] [149.6/1000.0] [batch_t 0.430 (0.434)] [data_t 0.015] [optim_t 0.415] [lr 0.002839] [CE 3.617 (4.294)] [KD 3.596 (3.754)] +2024-10-15 22:25:06,473 - Train: 14.96% [187150/1251000] [149.6/1000.0] [batch_t 0.477 (0.432)] [data_t 0.016] [optim_t 0.461] [lr 0.002839] [CE 4.654 (4.337)] [KD 3.795 (3.784)] +2024-10-15 22:25:28,282 - Train: 14.96% [187200/1251000] [149.6/1000.0] [batch_t 0.400 (0.436)] [data_t 0.015] [optim_t 0.385] [lr 0.002839] [CE 4.047 (4.303)] [KD 3.462 (3.724)] +2024-10-15 22:25:49,472 - Train: 14.97% [187250/1251000] [149.7/1000.0] [batch_t 0.423 (0.424)] [data_t 0.015] [optim_t 0.408] [lr 0.002839] [CE 4.321 (4.334)] [KD 3.596 (3.732)] +2024-10-15 22:26:11,631 - Train: 14.97% [187300/1251000] [149.7/1000.0] [batch_t 0.440 (0.443)] [data_t 0.015] [optim_t 0.424] [lr 0.002839] [CE 4.508 (4.266)] [KD 3.809 (3.687)] +2024-10-15 22:26:33,548 - Train: 14.98% [187350/1251000] [149.8/1000.0] [batch_t 0.460 (0.438)] [data_t 0.016] [optim_t 0.445] [lr 0.002839] [CE 4.707 (4.342)] [KD 4.317 (3.725)] +2024-10-15 22:26:55,950 - Train: 14.98% [187400/1251000] [149.8/1000.0] [batch_t 0.490 (0.448)] [data_t 0.015] [optim_t 0.475] [lr 0.002839] [CE 4.347 (4.356)] [KD 3.936 (3.746)] +2024-10-15 22:27:17,382 - Train: 14.98% [187450/1251000] [149.8/1000.0] [batch_t 0.478 (0.429)] [data_t 0.015] [optim_t 0.462] [lr 0.002838] [CE 4.004 (4.289)] [KD 3.555 (3.730)] +2024-10-15 22:27:38,453 - Train: 14.99% [187500/1251000] [149.9/1000.0] [batch_t 0.401 (0.421)] [data_t 0.015] [optim_t 0.386] [lr 0.002838] [CE 4.741 (4.301)] [KD 3.780 (3.684)] +2024-10-15 22:27:59,807 - Train: 14.99% [187550/1251000] [149.9/1000.0] [batch_t 0.446 (0.427)] [data_t 0.015] [optim_t 0.431] [lr 0.002838] [CE 4.152 (4.333)] [KD 3.631 (3.752)] +2024-10-15 22:28:21,011 - Train: 15.00% [187600/1251000] [150.0/1000.0] [batch_t 0.425 (0.424)] [data_t 0.015] [optim_t 0.410] [lr 0.002838] [CE 4.111 (4.366)] [KD 3.751 (3.748)] +2024-10-15 22:28:41,716 - Train: 15.00% [187650/1251000] [150.0/1000.0] [batch_t 0.360 (0.414)] [data_t 0.015] [optim_t 0.344] [lr 0.002838] [CE 4.574 (4.298)] [KD 3.625 (3.734)] +2024-10-15 22:29:03,465 - Test (net): 100.00% [50/50] [batch_t 0.169 (0.432)] [top1_cnt 37213] [top5_cnt 46190] [top_all 50000] +2024-10-15 22:29:03,466 - net: 74.426 (92.380) +2024-10-15 22:29:24,509 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 39499] [top5_cnt 47278] [top_all 50000] +2024-10-15 22:29:24,509 - net_E: 78.998 (94.556) +2024-10-15 22:29:24,670 - Max [top1: 74.426 (epoch: 150)] [top1-ema: 79.034 (epoch: 145)] +2024-10-15 22:29:24,671 - ==> Total time: 22:47:33 Eta: 5 days, 9:09:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 22:29:52,311 - Train: 15.00% [187700/1251000] [150.0/1000.0] [batch_t 0.380 (0.453)] [data_t 0.016] [optim_t 0.364] [lr 0.002838] [CE 3.652 (4.305)] [KD 3.229 (3.700)] +2024-10-15 22:30:13,994 - Train: 15.01% [187750/1251000] [150.1/1000.0] [batch_t 0.418 (0.434)] [data_t 0.015] [optim_t 0.403] [lr 0.002838] [CE 4.444 (4.339)] [KD 4.129 (3.790)] +2024-10-15 22:30:36,007 - Train: 15.01% [187800/1251000] [150.1/1000.0] [batch_t 0.446 (0.440)] [data_t 0.016] [optim_t 0.430] [lr 0.002838] [CE 4.510 (4.301)] [KD 4.072 (3.716)] +2024-10-15 22:30:57,583 - Train: 15.02% [187850/1251000] [150.2/1000.0] [batch_t 0.438 (0.431)] [data_t 0.015] [optim_t 0.423] [lr 0.002838] [CE 4.605 (4.253)] [KD 3.844 (3.733)] +2024-10-15 22:31:18,830 - Train: 15.02% [187900/1251000] [150.2/1000.0] [batch_t 0.434 (0.425)] [data_t 0.015] [optim_t 0.418] [lr 0.002838] [CE 3.710 (4.377)] [KD 3.349 (3.764)] +2024-10-15 22:31:40,115 - Train: 15.02% [187950/1251000] [150.2/1000.0] [batch_t 0.451 (0.426)] [data_t 0.015] [optim_t 0.436] [lr 0.002838] [CE 4.370 (4.355)] [KD 3.621 (3.743)] +2024-10-15 22:32:01,320 - Train: 15.03% [188000/1251000] [150.3/1000.0] [batch_t 0.415 (0.424)] [data_t 0.015] [optim_t 0.400] [lr 0.002838] [CE 4.794 (4.343)] [KD 4.029 (3.700)] +2024-10-15 22:32:22,562 - Train: 15.03% [188050/1251000] [150.3/1000.0] [batch_t 0.432 (0.425)] [data_t 0.015] [optim_t 0.417] [lr 0.002837] [CE 4.030 (4.317)] [KD 3.480 (3.762)] +2024-10-15 22:32:43,792 - Train: 15.04% [188100/1251000] [150.4/1000.0] [batch_t 0.444 (0.424)] [data_t 0.015] [optim_t 0.429] [lr 0.002837] [CE 4.357 (4.360)] [KD 3.917 (3.721)] +2024-10-15 22:33:04,897 - Train: 15.04% [188150/1251000] [150.4/1000.0] [batch_t 0.405 (0.422)] [data_t 0.015] [optim_t 0.389] [lr 0.002837] [CE 4.677 (4.341)] [KD 3.744 (3.709)] +2024-10-15 22:33:26,157 - Train: 15.04% [188200/1251000] [150.4/1000.0] [batch_t 0.409 (0.425)] [data_t 0.015] [optim_t 0.394] [lr 0.002837] [CE 4.414 (4.391)] [KD 4.081 (3.766)] +2024-10-15 22:33:47,201 - Train: 15.05% [188250/1251000] [150.5/1000.0] [batch_t 0.495 (0.421)] [data_t 0.015] [optim_t 0.479] [lr 0.002837] [CE 4.357 (4.351)] [KD 3.973 (3.772)] +2024-10-15 22:34:09,404 - Train: 15.05% [188300/1251000] [150.5/1000.0] [batch_t 0.502 (0.444)] [data_t 0.015] [optim_t 0.487] [lr 0.002837] [CE 4.510 (4.349)] [KD 3.739 (3.759)] +2024-10-15 22:34:31,346 - Train: 15.06% [188350/1251000] [150.6/1000.0] [batch_t 0.519 (0.439)] [data_t 0.015] [optim_t 0.503] [lr 0.002837] [CE 4.100 (4.288)] [KD 3.746 (3.724)] +2024-10-15 22:34:53,510 - Train: 15.06% [188400/1251000] [150.6/1000.0] [batch_t 0.360 (0.443)] [data_t 0.015] [optim_t 0.345] [lr 0.002837] [CE 4.393 (4.336)] [KD 3.573 (3.710)] +2024-10-15 22:35:15,107 - Train: 15.06% [188450/1251000] [150.6/1000.0] [batch_t 0.439 (0.432)] [data_t 0.015] [optim_t 0.424] [lr 0.002837] [CE 4.176 (4.323)] [KD 3.775 (3.716)] +2024-10-15 22:35:37,013 - Train: 15.07% [188500/1251000] [150.7/1000.0] [batch_t 0.475 (0.438)] [data_t 0.015] [optim_t 0.460] [lr 0.002837] [CE 4.606 (4.307)] [KD 3.882 (3.695)] +2024-10-15 22:35:58,264 - Train: 15.07% [188550/1251000] [150.7/1000.0] [batch_t 0.363 (0.425)] [data_t 0.015] [optim_t 0.348] [lr 0.002837] [CE 4.637 (4.380)] [KD 3.592 (3.761)] +2024-10-15 22:36:19,247 - Train: 15.08% [188600/1251000] [150.8/1000.0] [batch_t 0.409 (0.420)] [data_t 0.015] [optim_t 0.393] [lr 0.002837] [CE 4.285 (4.382)] [KD 3.721 (3.786)] +2024-10-15 22:36:40,231 - Train: 15.08% [188650/1251000] [150.8/1000.0] [batch_t 0.394 (0.420)] [data_t 0.015] [optim_t 0.379] [lr 0.002836] [CE 4.143 (4.325)] [KD 3.602 (3.734)] +2024-10-15 22:37:01,268 - Train: 15.08% [188700/1251000] [150.8/1000.0] [batch_t 0.402 (0.421)] [data_t 0.015] [optim_t 0.386] [lr 0.002836] [CE 4.642 (4.326)] [KD 3.716 (3.750)] +2024-10-15 22:37:23,185 - Train: 15.09% [188750/1251000] [150.9/1000.0] [batch_t 0.495 (0.438)] [data_t 0.015] [optim_t 0.480] [lr 0.002836] [CE 4.890 (4.396)] [KD 3.756 (3.803)] +2024-10-15 22:37:44,640 - Train: 15.09% [188800/1251000] [150.9/1000.0] [batch_t 0.474 (0.429)] [data_t 0.015] [optim_t 0.458] [lr 0.002836] [CE 3.780 (4.292)] [KD 3.389 (3.739)] +2024-10-15 22:38:06,297 - Train: 15.10% [188850/1251000] [151.0/1000.0] [batch_t 0.410 (0.433)] [data_t 0.015] [optim_t 0.395] [lr 0.002836] [CE 4.658 (4.323)] [KD 3.738 (3.768)] +2024-10-15 22:38:27,251 - Train: 15.10% [188900/1251000] [151.0/1000.0] [batch_t 0.360 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.002836] [CE 4.428 (4.330)] [KD 3.727 (3.731)] +2024-10-15 22:38:27,613 - ==> Total time: 22:56:36 Eta: 5 days, 8:59:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 22:38:52,583 - Train: 15.10% [188950/1251000] [151.0/1000.0] [batch_t 0.401 (0.478)] [data_t 0.015] [optim_t 0.386] [lr 0.002836] [CE 3.979 (4.315)] [KD 3.409 (3.683)] +2024-10-15 22:39:13,775 - Train: 15.11% [189000/1251000] [151.1/1000.0] [batch_t 0.438 (0.424)] [data_t 0.015] [optim_t 0.423] [lr 0.002836] [CE 4.544 (4.354)] [KD 3.918 (3.695)] +2024-10-15 22:39:34,847 - Train: 15.11% [189050/1251000] [151.1/1000.0] [batch_t 0.417 (0.421)] [data_t 0.015] [optim_t 0.402] [lr 0.002836] [CE 4.494 (4.376)] [KD 3.600 (3.743)] +2024-10-15 22:39:55,819 - Train: 15.12% [189100/1251000] [151.2/1000.0] [batch_t 0.461 (0.419)] [data_t 0.015] [optim_t 0.445] [lr 0.002836] [CE 4.687 (4.289)] [KD 3.781 (3.682)] +2024-10-15 22:40:16,775 - Train: 15.12% [189150/1251000] [151.2/1000.0] [batch_t 0.420 (0.419)] [data_t 0.015] [optim_t 0.404] [lr 0.002836] [CE 4.376 (4.409)] [KD 3.962 (3.743)] +2024-10-15 22:40:37,504 - Train: 15.12% [189200/1251000] [151.2/1000.0] [batch_t 0.428 (0.414)] [data_t 0.016] [optim_t 0.413] [lr 0.002836] [CE 4.502 (4.302)] [KD 3.722 (3.723)] +2024-10-15 22:40:58,282 - Train: 15.13% [189250/1251000] [151.3/1000.0] [batch_t 0.416 (0.415)] [data_t 0.015] [optim_t 0.400] [lr 0.002835] [CE 4.398 (4.317)] [KD 3.809 (3.707)] +2024-10-15 22:41:19,574 - Train: 15.13% [189300/1251000] [151.3/1000.0] [batch_t 0.397 (0.426)] [data_t 0.016] [optim_t 0.381] [lr 0.002835] [CE 4.900 (4.372)] [KD 4.010 (3.750)] +2024-10-15 22:41:40,560 - Train: 15.14% [189350/1251000] [151.4/1000.0] [batch_t 0.416 (0.420)] [data_t 0.015] [optim_t 0.401] [lr 0.002835] [CE 4.515 (4.289)] [KD 3.670 (3.691)] +2024-10-15 22:42:01,659 - Train: 15.14% [189400/1251000] [151.4/1000.0] [batch_t 0.460 (0.422)] [data_t 0.015] [optim_t 0.445] [lr 0.002835] [CE 3.689 (4.378)] [KD 3.422 (3.746)] +2024-10-15 22:42:22,524 - Train: 15.14% [189450/1251000] [151.4/1000.0] [batch_t 0.446 (0.417)] [data_t 0.016] [optim_t 0.431] [lr 0.002835] [CE 4.188 (4.291)] [KD 3.791 (3.699)] +2024-10-15 22:42:43,458 - Train: 15.15% [189500/1251000] [151.5/1000.0] [batch_t 0.426 (0.419)] [data_t 0.015] [optim_t 0.411] [lr 0.002835] [CE 4.616 (4.345)] [KD 3.717 (3.688)] +2024-10-15 22:43:04,549 - Train: 15.15% [189550/1251000] [151.5/1000.0] [batch_t 0.410 (0.422)] [data_t 0.016] [optim_t 0.394] [lr 0.002835] [CE 4.161 (4.303)] [KD 3.553 (3.684)] +2024-10-15 22:43:25,894 - Train: 15.16% [189600/1251000] [151.6/1000.0] [batch_t 0.405 (0.427)] [data_t 0.015] [optim_t 0.389] [lr 0.002835] [CE 4.492 (4.397)] [KD 3.569 (3.769)] +2024-10-15 22:43:47,455 - Train: 15.16% [189650/1251000] [151.6/1000.0] [batch_t 0.438 (0.431)] [data_t 0.015] [optim_t 0.423] [lr 0.002835] [CE 4.425 (4.260)] [KD 3.718 (3.705)] +2024-10-15 22:44:08,689 - Train: 15.16% [189700/1251000] [151.6/1000.0] [batch_t 0.432 (0.425)] [data_t 0.015] [optim_t 0.416] [lr 0.002835] [CE 4.412 (4.270)] [KD 3.741 (3.693)] +2024-10-15 22:44:29,752 - Train: 15.17% [189750/1251000] [151.7/1000.0] [batch_t 0.367 (0.421)] [data_t 0.015] [optim_t 0.352] [lr 0.002835] [CE 4.745 (4.372)] [KD 3.916 (3.794)] +2024-10-15 22:44:50,779 - Train: 15.17% [189800/1251000] [151.7/1000.0] [batch_t 0.481 (0.420)] [data_t 0.015] [optim_t 0.466] [lr 0.002834] [CE 4.466 (4.358)] [KD 3.862 (3.731)] +2024-10-15 22:45:12,027 - Train: 15.18% [189850/1251000] [151.8/1000.0] [batch_t 0.444 (0.425)] [data_t 0.015] [optim_t 0.429] [lr 0.002834] [CE 3.957 (4.299)] [KD 3.352 (3.678)] +2024-10-15 22:45:33,065 - Train: 15.18% [189900/1251000] [151.8/1000.0] [batch_t 0.432 (0.421)] [data_t 0.016] [optim_t 0.416] [lr 0.002834] [CE 4.678 (4.296)] [KD 3.733 (3.660)] +2024-10-15 22:45:54,304 - Train: 15.18% [189950/1251000] [151.8/1000.0] [batch_t 0.422 (0.425)] [data_t 0.015] [optim_t 0.406] [lr 0.002834] [CE 4.589 (4.285)] [KD 3.728 (3.673)] +2024-10-15 22:46:15,516 - Train: 15.19% [190000/1251000] [151.9/1000.0] [batch_t 0.364 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.002834] [CE 4.282 (4.363)] [KD 3.764 (3.775)] +2024-10-15 22:46:36,526 - Train: 15.19% [190050/1251000] [151.9/1000.0] [batch_t 0.416 (0.420)] [data_t 0.015] [optim_t 0.401] [lr 0.002834] [CE 4.352 (4.276)] [KD 3.886 (3.773)] +2024-10-15 22:46:57,900 - Train: 15.20% [190100/1251000] [152.0/1000.0] [batch_t 0.508 (0.427)] [data_t 0.015] [optim_t 0.492] [lr 0.002834] [CE 4.373 (4.335)] [KD 3.862 (3.753)] +2024-10-15 22:47:18,550 - Train: 15.20% [190150/1251000] [152.0/1000.0] [batch_t 0.357 (0.413)] [data_t 0.015] [optim_t 0.342] [lr 0.002834] [CE 4.764 (4.330)] [KD 4.124 (3.757)] +2024-10-15 22:47:19,267 - ==> Total time: 23:05:27 Eta: 5 days, 8:49:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 22:47:44,380 - Train: 15.20% [190200/1251000] [152.0/1000.0] [batch_t 0.422 (0.491)] [data_t 0.015] [optim_t 0.406] [lr 0.002834] [CE 4.099 (4.308)] [KD 3.665 (3.680)] +2024-10-15 22:48:06,121 - Train: 15.21% [190250/1251000] [152.1/1000.0] [batch_t 0.360 (0.435)] [data_t 0.015] [optim_t 0.345] [lr 0.002834] [CE 4.407 (4.408)] [KD 4.019 (3.781)] +2024-10-15 22:48:28,052 - Train: 15.21% [190300/1251000] [152.1/1000.0] [batch_t 0.382 (0.439)] [data_t 0.015] [optim_t 0.367] [lr 0.002834] [CE 4.853 (4.293)] [KD 3.928 (3.674)] +2024-10-15 22:48:50,498 - Train: 15.22% [190350/1251000] [152.2/1000.0] [batch_t 0.437 (0.449)] [data_t 0.015] [optim_t 0.422] [lr 0.002834] [CE 3.883 (4.240)] [KD 3.528 (3.660)] +2024-10-15 22:49:12,410 - Train: 15.22% [190400/1251000] [152.2/1000.0] [batch_t 0.397 (0.438)] [data_t 0.016] [optim_t 0.381] [lr 0.002833] [CE 4.245 (4.364)] [KD 3.424 (3.745)] +2024-10-15 22:49:33,697 - Train: 15.22% [190450/1251000] [152.2/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.002833] [CE 4.644 (4.266)] [KD 3.859 (3.708)] +2024-10-15 22:49:55,289 - Train: 15.23% [190500/1251000] [152.3/1000.0] [batch_t 0.383 (0.432)] [data_t 0.015] [optim_t 0.368] [lr 0.002833] [CE 4.262 (4.364)] [KD 3.695 (3.738)] +2024-10-15 22:50:17,133 - Train: 15.23% [190550/1251000] [152.3/1000.0] [batch_t 0.485 (0.437)] [data_t 0.016] [optim_t 0.469] [lr 0.002833] [CE 4.832 (4.387)] [KD 3.947 (3.724)] +2024-10-15 22:50:38,834 - Train: 15.24% [190600/1251000] [152.4/1000.0] [batch_t 0.463 (0.434)] [data_t 0.016] [optim_t 0.448] [lr 0.002833] [CE 4.444 (4.350)] [KD 3.856 (3.739)] +2024-10-15 22:51:00,722 - Train: 15.24% [190650/1251000] [152.4/1000.0] [batch_t 0.390 (0.438)] [data_t 0.015] [optim_t 0.375] [lr 0.002833] [CE 4.453 (4.305)] [KD 3.683 (3.762)] +2024-10-15 22:51:22,794 - Train: 15.24% [190700/1251000] [152.4/1000.0] [batch_t 0.427 (0.441)] [data_t 0.015] [optim_t 0.411] [lr 0.002833] [CE 4.040 (4.251)] [KD 3.793 (3.667)] +2024-10-15 22:51:44,182 - Train: 15.25% [190750/1251000] [152.5/1000.0] [batch_t 0.409 (0.428)] [data_t 0.016] [optim_t 0.394] [lr 0.002833] [CE 4.388 (4.395)] [KD 3.775 (3.766)] +2024-10-15 22:52:05,843 - Train: 15.25% [190800/1251000] [152.5/1000.0] [batch_t 0.453 (0.433)] [data_t 0.015] [optim_t 0.437] [lr 0.002833] [CE 4.643 (4.306)] [KD 3.778 (3.726)] +2024-10-15 22:52:27,472 - Train: 15.26% [190850/1251000] [152.6/1000.0] [batch_t 0.422 (0.432)] [data_t 0.015] [optim_t 0.407] [lr 0.002833] [CE 4.317 (4.327)] [KD 3.942 (3.768)] +2024-10-15 22:52:49,116 - Train: 15.26% [190900/1251000] [152.6/1000.0] [batch_t 0.371 (0.433)] [data_t 0.015] [optim_t 0.355] [lr 0.002833] [CE 4.287 (4.328)] [KD 3.769 (3.777)] +2024-10-15 22:53:11,078 - Train: 15.26% [190950/1251000] [152.6/1000.0] [batch_t 0.463 (0.439)] [data_t 0.016] [optim_t 0.447] [lr 0.002833] [CE 4.090 (4.350)] [KD 3.605 (3.770)] +2024-10-15 22:53:32,849 - Train: 15.27% [191000/1251000] [152.7/1000.0] [batch_t 0.412 (0.435)] [data_t 0.015] [optim_t 0.396] [lr 0.002832] [CE 3.941 (4.292)] [KD 3.608 (3.680)] +2024-10-15 22:53:54,606 - Train: 15.27% [191050/1251000] [152.7/1000.0] [batch_t 0.442 (0.435)] [data_t 0.015] [optim_t 0.427] [lr 0.002832] [CE 4.444 (4.344)] [KD 3.705 (3.725)] +2024-10-15 22:54:15,969 - Train: 15.28% [191100/1251000] [152.8/1000.0] [batch_t 0.361 (0.427)] [data_t 0.016] [optim_t 0.346] [lr 0.002832] [CE 4.110 (4.321)] [KD 3.583 (3.763)] +2024-10-15 22:54:38,008 - Train: 15.28% [191150/1251000] [152.8/1000.0] [batch_t 0.416 (0.441)] [data_t 0.015] [optim_t 0.400] [lr 0.002832] [CE 4.022 (4.343)] [KD 3.550 (3.794)] +2024-10-15 22:54:59,524 - Train: 15.28% [191200/1251000] [152.8/1000.0] [batch_t 0.400 (0.430)] [data_t 0.016] [optim_t 0.384] [lr 0.002832] [CE 4.247 (4.374)] [KD 3.719 (3.746)] +2024-10-15 22:55:21,060 - Train: 15.29% [191250/1251000] [152.9/1000.0] [batch_t 0.452 (0.431)] [data_t 0.016] [optim_t 0.436] [lr 0.002832] [CE 4.175 (4.302)] [KD 3.518 (3.738)] +2024-10-15 22:55:42,224 - Train: 15.29% [191300/1251000] [152.9/1000.0] [batch_t 0.404 (0.423)] [data_t 0.016] [optim_t 0.388] [lr 0.002832] [CE 4.460 (4.295)] [KD 3.573 (3.723)] +2024-10-15 22:56:04,380 - Train: 15.30% [191350/1251000] [153.0/1000.0] [batch_t 0.395 (0.443)] [data_t 0.015] [optim_t 0.380] [lr 0.002832] [CE 4.237 (4.281)] [KD 3.668 (3.641)] +2024-10-15 22:56:26,131 - Train: 15.30% [191400/1251000] [153.0/1000.0] [batch_t 0.361 (0.435)] [data_t 0.015] [optim_t 0.345] [lr 0.002832] [CE 4.324 (4.366)] [KD 3.872 (3.794)] +2024-10-15 22:56:27,209 - ==> Total time: 23:14:35 Eta: 5 days, 8:40:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 22:56:53,173 - Train: 15.30% [191450/1251000] [153.0/1000.0] [batch_t 0.389 (0.522)] [data_t 0.015] [optim_t 0.374] [lr 0.002832] [CE 4.156 (4.293)] [KD 3.586 (3.691)] +2024-10-15 22:57:15,120 - Train: 15.31% [191500/1251000] [153.1/1000.0] [batch_t 0.476 (0.439)] [data_t 0.015] [optim_t 0.461] [lr 0.002832] [CE 4.619 (4.368)] [KD 3.887 (3.739)] +2024-10-15 22:57:37,205 - Train: 15.31% [191550/1251000] [153.1/1000.0] [batch_t 0.385 (0.442)] [data_t 0.015] [optim_t 0.369] [lr 0.002831] [CE 4.039 (4.232)] [KD 3.637 (3.696)] +2024-10-15 22:57:59,213 - Train: 15.32% [191600/1251000] [153.2/1000.0] [batch_t 0.465 (0.440)] [data_t 0.015] [optim_t 0.449] [lr 0.002831] [CE 4.199 (4.335)] [KD 3.743 (3.753)] +2024-10-15 22:58:21,011 - Train: 15.32% [191650/1251000] [153.2/1000.0] [batch_t 0.436 (0.436)] [data_t 0.015] [optim_t 0.420] [lr 0.002831] [CE 3.937 (4.286)] [KD 3.666 (3.672)] +2024-10-15 22:58:42,880 - Train: 15.32% [191700/1251000] [153.2/1000.0] [batch_t 0.417 (0.437)] [data_t 0.015] [optim_t 0.402] [lr 0.002831] [CE 4.665 (4.393)] [KD 3.925 (3.754)] +2024-10-15 22:59:04,283 - Train: 15.33% [191750/1251000] [153.3/1000.0] [batch_t 0.442 (0.428)] [data_t 0.016] [optim_t 0.426] [lr 0.002831] [CE 4.624 (4.298)] [KD 3.896 (3.706)] +2024-10-15 22:59:26,938 - Train: 15.33% [191800/1251000] [153.3/1000.0] [batch_t 0.471 (0.453)] [data_t 0.015] [optim_t 0.455] [lr 0.002831] [CE 3.970 (4.319)] [KD 3.236 (3.687)] +2024-10-15 22:59:49,416 - Train: 15.34% [191850/1251000] [153.4/1000.0] [batch_t 0.385 (0.449)] [data_t 0.015] [optim_t 0.370] [lr 0.002831] [CE 4.803 (4.307)] [KD 3.984 (3.708)] +2024-10-15 23:00:12,077 - Train: 15.34% [191900/1251000] [153.4/1000.0] [batch_t 0.590 (0.453)] [data_t 0.015] [optim_t 0.575] [lr 0.002831] [CE 4.039 (4.285)] [KD 3.430 (3.677)] +2024-10-15 23:00:34,225 - Train: 15.34% [191950/1251000] [153.4/1000.0] [batch_t 0.403 (0.443)] [data_t 0.015] [optim_t 0.387] [lr 0.002831] [CE 4.532 (4.339)] [KD 3.831 (3.703)] +2024-10-15 23:00:56,878 - Train: 15.35% [192000/1251000] [153.5/1000.0] [batch_t 0.360 (0.453)] [data_t 0.015] [optim_t 0.344] [lr 0.002831] [CE 4.881 (4.334)] [KD 3.725 (3.694)] +2024-10-15 23:01:19,044 - Train: 15.35% [192050/1251000] [153.5/1000.0] [batch_t 0.409 (0.443)] [data_t 0.015] [optim_t 0.394] [lr 0.002831] [CE 3.714 (4.309)] [KD 3.424 (3.671)] +2024-10-15 23:01:40,691 - Train: 15.36% [192100/1251000] [153.6/1000.0] [batch_t 0.452 (0.433)] [data_t 0.015] [optim_t 0.437] [lr 0.002831] [CE 4.483 (4.320)] [KD 3.751 (3.732)] +2024-10-15 23:02:02,536 - Train: 15.36% [192150/1251000] [153.6/1000.0] [batch_t 0.448 (0.437)] [data_t 0.015] [optim_t 0.433] [lr 0.002830] [CE 3.853 (4.268)] [KD 3.553 (3.684)] +2024-10-15 23:02:24,193 - Train: 15.36% [192200/1251000] [153.6/1000.0] [batch_t 0.384 (0.433)] [data_t 0.016] [optim_t 0.368] [lr 0.002830] [CE 4.447 (4.350)] [KD 3.701 (3.726)] +2024-10-15 23:02:45,524 - Train: 15.37% [192250/1251000] [153.7/1000.0] [batch_t 0.396 (0.426)] [data_t 0.016] [optim_t 0.381] [lr 0.002830] [CE 3.875 (4.332)] [KD 3.517 (3.770)] +2024-10-15 23:03:06,848 - Train: 15.37% [192300/1251000] [153.7/1000.0] [batch_t 0.451 (0.426)] [data_t 0.015] [optim_t 0.435] [lr 0.002830] [CE 4.307 (4.240)] [KD 3.505 (3.674)] +2024-10-15 23:03:28,694 - Train: 15.38% [192350/1251000] [153.8/1000.0] [batch_t 0.391 (0.437)] [data_t 0.015] [optim_t 0.376] [lr 0.002830] [CE 4.309 (4.252)] [KD 3.499 (3.655)] +2024-10-15 23:03:50,310 - Train: 15.38% [192400/1251000] [153.8/1000.0] [batch_t 0.457 (0.432)] [data_t 0.015] [optim_t 0.442] [lr 0.002830] [CE 4.692 (4.325)] [KD 3.781 (3.733)] +2024-10-15 23:04:11,839 - Train: 15.38% [192450/1251000] [153.8/1000.0] [batch_t 0.425 (0.430)] [data_t 0.015] [optim_t 0.409] [lr 0.002830] [CE 4.165 (4.371)] [KD 3.737 (3.759)] +2024-10-15 23:04:33,555 - Train: 15.39% [192500/1251000] [153.9/1000.0] [batch_t 0.499 (0.434)] [data_t 0.016] [optim_t 0.483] [lr 0.002830] [CE 4.606 (4.322)] [KD 3.720 (3.744)] +2024-10-15 23:04:54,934 - Train: 15.39% [192550/1251000] [153.9/1000.0] [batch_t 0.474 (0.427)] [data_t 0.015] [optim_t 0.458] [lr 0.002830] [CE 4.402 (4.316)] [KD 3.658 (3.680)] +2024-10-15 23:05:16,617 - Train: 15.40% [192600/1251000] [154.0/1000.0] [batch_t 0.438 (0.434)] [data_t 0.015] [optim_t 0.423] [lr 0.002830] [CE 4.753 (4.237)] [KD 4.038 (3.650)] +2024-10-15 23:05:37,267 - Train: 15.40% [192650/1251000] [154.0/1000.0] [batch_t 0.358 (0.413)] [data_t 0.015] [optim_t 0.342] [lr 0.002830] [CE 4.267 (4.281)] [KD 3.761 (3.709)] +2024-10-15 23:05:38,809 - ==> Total time: 23:23:47 Eta: 5 days, 8:31:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 23:06:02,806 - Train: 15.40% [192700/1251000] [154.0/1000.0] [batch_t 0.461 (0.490)] [data_t 0.118] [optim_t 0.343] [lr 0.002829] [CE 4.829 (4.326)] [KD 3.744 (3.703)] +2024-10-15 23:06:24,813 - Train: 15.41% [192750/1251000] [154.1/1000.0] [batch_t 0.444 (0.440)] [data_t 0.016] [optim_t 0.428] [lr 0.002829] [CE 4.503 (4.363)] [KD 4.010 (3.712)] +2024-10-15 23:06:46,218 - Train: 15.41% [192800/1251000] [154.1/1000.0] [batch_t 0.455 (0.428)] [data_t 0.015] [optim_t 0.440] [lr 0.002829] [CE 3.770 (4.263)] [KD 3.457 (3.619)] +2024-10-15 23:07:07,208 - Train: 15.42% [192850/1251000] [154.2/1000.0] [batch_t 0.442 (0.420)] [data_t 0.015] [optim_t 0.427] [lr 0.002829] [CE 3.838 (4.318)] [KD 3.630 (3.711)] +2024-10-15 23:07:28,685 - Train: 15.42% [192900/1251000] [154.2/1000.0] [batch_t 0.412 (0.429)] [data_t 0.015] [optim_t 0.396] [lr 0.002829] [CE 4.278 (4.307)] [KD 3.614 (3.715)] +2024-10-15 23:07:49,936 - Train: 15.42% [192950/1251000] [154.2/1000.0] [batch_t 0.398 (0.425)] [data_t 0.015] [optim_t 0.382] [lr 0.002829] [CE 3.951 (4.304)] [KD 3.645 (3.745)] +2024-10-15 23:08:11,543 - Train: 15.43% [193000/1251000] [154.3/1000.0] [batch_t 0.532 (0.432)] [data_t 0.015] [optim_t 0.516] [lr 0.002829] [CE 3.569 (4.314)] [KD 3.683 (3.757)] +2024-10-15 23:08:33,500 - Train: 15.43% [193050/1251000] [154.3/1000.0] [batch_t 0.415 (0.439)] [data_t 0.015] [optim_t 0.399] [lr 0.002829] [CE 3.905 (4.388)] [KD 3.818 (3.812)] +2024-10-15 23:08:55,050 - Train: 15.44% [193100/1251000] [154.4/1000.0] [batch_t 0.407 (0.431)] [data_t 0.015] [optim_t 0.392] [lr 0.002829] [CE 3.934 (4.349)] [KD 3.463 (3.727)] +2024-10-15 23:09:16,348 - Train: 15.44% [193150/1251000] [154.4/1000.0] [batch_t 0.442 (0.426)] [data_t 0.016] [optim_t 0.426] [lr 0.002829] [CE 4.142 (4.292)] [KD 3.701 (3.723)] +2024-10-15 23:09:37,566 - Train: 15.44% [193200/1251000] [154.4/1000.0] [batch_t 0.480 (0.424)] [data_t 0.015] [optim_t 0.465] [lr 0.002829] [CE 4.390 (4.415)] [KD 3.750 (3.771)] +2024-10-15 23:09:59,226 - Train: 15.45% [193250/1251000] [154.5/1000.0] [batch_t 0.403 (0.433)] [data_t 0.016] [optim_t 0.388] [lr 0.002829] [CE 4.293 (4.362)] [KD 3.681 (3.707)] +2024-10-15 23:10:20,946 - Train: 15.45% [193300/1251000] [154.5/1000.0] [batch_t 0.362 (0.434)] [data_t 0.015] [optim_t 0.347] [lr 0.002828] [CE 4.013 (4.354)] [KD 3.410 (3.700)] +2024-10-15 23:10:42,776 - Train: 15.46% [193350/1251000] [154.6/1000.0] [batch_t 0.358 (0.436)] [data_t 0.015] [optim_t 0.343] [lr 0.002828] [CE 4.160 (4.338)] [KD 3.867 (3.709)] +2024-10-15 23:11:04,349 - Train: 15.46% [193400/1251000] [154.6/1000.0] [batch_t 0.413 (0.431)] [data_t 0.015] [optim_t 0.398] [lr 0.002828] [CE 4.357 (4.337)] [KD 3.842 (3.751)] +2024-10-15 23:11:26,501 - Train: 15.46% [193450/1251000] [154.6/1000.0] [batch_t 0.501 (0.443)] [data_t 0.015] [optim_t 0.485] [lr 0.002828] [CE 4.323 (4.259)] [KD 3.915 (3.716)] +2024-10-15 23:11:47,794 - Train: 15.47% [193500/1251000] [154.7/1000.0] [batch_t 0.411 (0.426)] [data_t 0.016] [optim_t 0.396] [lr 0.002828] [CE 4.568 (4.323)] [KD 4.051 (3.775)] +2024-10-15 23:12:09,926 - Train: 15.47% [193550/1251000] [154.7/1000.0] [batch_t 0.493 (0.443)] [data_t 0.015] [optim_t 0.478] [lr 0.002828] [CE 4.277 (4.355)] [KD 3.717 (3.742)] +2024-10-15 23:12:31,505 - Train: 15.48% [193600/1251000] [154.8/1000.0] [batch_t 0.434 (0.431)] [data_t 0.015] [optim_t 0.418] [lr 0.002828] [CE 4.878 (4.428)] [KD 3.951 (3.728)] +2024-10-15 23:12:53,519 - Train: 15.48% [193650/1251000] [154.8/1000.0] [batch_t 0.361 (0.440)] [data_t 0.015] [optim_t 0.346] [lr 0.002828] [CE 4.176 (4.280)] [KD 3.549 (3.673)] +2024-10-15 23:13:15,110 - Train: 15.48% [193700/1251000] [154.8/1000.0] [batch_t 0.438 (0.432)] [data_t 0.015] [optim_t 0.423] [lr 0.002828] [CE 4.314 (4.361)] [KD 3.913 (3.749)] +2024-10-15 23:13:37,082 - Train: 15.49% [193750/1251000] [154.9/1000.0] [batch_t 0.479 (0.439)] [data_t 0.015] [optim_t 0.464] [lr 0.002828] [CE 4.246 (4.366)] [KD 3.828 (3.743)] +2024-10-15 23:13:59,132 - Train: 15.49% [193800/1251000] [154.9/1000.0] [batch_t 0.433 (0.441)] [data_t 0.016] [optim_t 0.417] [lr 0.002828] [CE 4.550 (4.365)] [KD 3.604 (3.708)] +2024-10-15 23:14:21,237 - Train: 15.50% [193850/1251000] [155.0/1000.0] [batch_t 0.411 (0.442)] [data_t 0.015] [optim_t 0.396] [lr 0.002827] [CE 4.451 (4.431)] [KD 3.969 (3.717)] +2024-10-15 23:14:42,618 - Train: 15.50% [193900/1251000] [155.0/1000.0] [batch_t 0.359 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002827] [CE 4.174 (4.358)] [KD 3.597 (3.703)] +2024-10-15 23:15:05,815 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 37116] [top5_cnt 46198] [top_all 50000] +2024-10-15 23:15:05,816 - net: 74.232 (92.396) +2024-10-15 23:15:27,965 - Test (net_E): 100.00% [50/50] [batch_t 0.156 (0.435)] [top1_cnt 39573] [top5_cnt 47316] [top_all 50000] +2024-10-15 23:15:27,966 - net_E: 79.146 (94.632) +2024-10-15 23:15:28,130 - Max [top1: 74.426 (epoch: 150)] [top1-ema: 79.146 (epoch: 155)] +2024-10-15 23:15:28,130 - ==> Total time: 23:33:36 Eta: 5 days, 8:26:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 23:15:52,639 - Train: 15.50% [193950/1251000] [155.0/1000.0] [batch_t 0.406 (0.450)] [data_t 0.065] [optim_t 0.341] [lr 0.002827] [CE 4.426 (4.276)] [KD 3.729 (3.658)] +2024-10-15 23:16:14,277 - Train: 15.51% [194000/1251000] [155.1/1000.0] [batch_t 0.500 (0.433)] [data_t 0.156] [optim_t 0.344] [lr 0.002827] [CE 4.582 (4.272)] [KD 3.824 (3.666)] +2024-10-15 23:16:36,655 - Train: 15.51% [194050/1251000] [155.1/1000.0] [batch_t 0.466 (0.447)] [data_t 0.122] [optim_t 0.344] [lr 0.002827] [CE 4.516 (4.335)] [KD 3.708 (3.710)] +2024-10-15 23:16:58,852 - Train: 15.52% [194100/1251000] [155.2/1000.0] [batch_t 0.414 (0.444)] [data_t 0.071] [optim_t 0.343] [lr 0.002827] [CE 3.929 (4.285)] [KD 3.526 (3.694)] +2024-10-15 23:17:21,101 - Train: 15.52% [194150/1251000] [155.2/1000.0] [batch_t 0.529 (0.445)] [data_t 0.186] [optim_t 0.343] [lr 0.002827] [CE 4.259 (4.337)] [KD 3.697 (3.691)] +2024-10-15 23:17:42,726 - Train: 15.52% [194200/1251000] [155.2/1000.0] [batch_t 0.395 (0.432)] [data_t 0.051] [optim_t 0.344] [lr 0.002827] [CE 4.383 (4.400)] [KD 3.589 (3.776)] +2024-10-15 23:18:04,625 - Train: 15.53% [194250/1251000] [155.3/1000.0] [batch_t 0.419 (0.438)] [data_t 0.076] [optim_t 0.343] [lr 0.002827] [CE 3.916 (4.335)] [KD 3.756 (3.741)] +2024-10-15 23:18:26,076 - Train: 15.53% [194300/1251000] [155.3/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.002827] [CE 4.461 (4.364)] [KD 3.908 (3.734)] +2024-10-15 23:18:48,195 - Train: 15.54% [194350/1251000] [155.4/1000.0] [batch_t 0.439 (0.442)] [data_t 0.093] [optim_t 0.346] [lr 0.002827] [CE 4.088 (4.360)] [KD 3.398 (3.746)] +2024-10-15 23:19:10,206 - Train: 15.54% [194400/1251000] [155.4/1000.0] [batch_t 0.432 (0.440)] [data_t 0.089] [optim_t 0.343] [lr 0.002827] [CE 4.335 (4.325)] [KD 3.674 (3.743)] +2024-10-15 23:19:31,941 - Train: 15.54% [194450/1251000] [155.4/1000.0] [batch_t 0.416 (0.435)] [data_t 0.070] [optim_t 0.346] [lr 0.002826] [CE 4.339 (4.324)] [KD 3.754 (3.732)] +2024-10-15 23:19:53,075 - Train: 15.55% [194500/1251000] [155.5/1000.0] [batch_t 0.385 (0.423)] [data_t 0.043] [optim_t 0.342] [lr 0.002826] [CE 4.572 (4.316)] [KD 3.865 (3.730)] +2024-10-15 23:20:14,401 - Train: 15.55% [194550/1251000] [155.5/1000.0] [batch_t 0.377 (0.426)] [data_t 0.037] [optim_t 0.340] [lr 0.002826] [CE 4.522 (4.345)] [KD 3.910 (3.687)] +2024-10-15 23:20:35,507 - Train: 15.56% [194600/1251000] [155.6/1000.0] [batch_t 0.522 (0.422)] [data_t 0.050] [optim_t 0.472] [lr 0.002826] [CE 4.659 (4.332)] [KD 3.563 (3.671)] +2024-10-15 23:20:58,182 - Train: 15.56% [194650/1251000] [155.6/1000.0] [batch_t 0.598 (0.453)] [data_t 0.015] [optim_t 0.582] [lr 0.002826] [CE 4.759 (4.301)] [KD 4.063 (3.717)] +2024-10-15 23:21:19,352 - Train: 15.56% [194700/1251000] [155.6/1000.0] [batch_t 0.388 (0.423)] [data_t 0.015] [optim_t 0.373] [lr 0.002826] [CE 4.378 (4.295)] [KD 3.744 (3.710)] +2024-10-15 23:21:41,077 - Train: 15.57% [194750/1251000] [155.7/1000.0] [batch_t 0.387 (0.434)] [data_t 0.015] [optim_t 0.371] [lr 0.002826] [CE 4.089 (4.255)] [KD 3.527 (3.643)] +2024-10-15 23:22:03,286 - Train: 15.57% [194800/1251000] [155.7/1000.0] [batch_t 0.466 (0.444)] [data_t 0.015] [optim_t 0.450] [lr 0.002826] [CE 4.614 (4.346)] [KD 3.801 (3.737)] +2024-10-15 23:22:25,213 - Train: 15.58% [194850/1251000] [155.8/1000.0] [batch_t 0.444 (0.438)] [data_t 0.015] [optim_t 0.429] [lr 0.002826] [CE 4.325 (4.257)] [KD 3.606 (3.713)] +2024-10-15 23:22:47,161 - Train: 15.58% [194900/1251000] [155.8/1000.0] [batch_t 0.472 (0.439)] [data_t 0.015] [optim_t 0.456] [lr 0.002826] [CE 4.217 (4.304)] [KD 3.839 (3.716)] +2024-10-15 23:23:08,752 - Train: 15.58% [194950/1251000] [155.8/1000.0] [batch_t 0.403 (0.432)] [data_t 0.015] [optim_t 0.388] [lr 0.002826] [CE 4.062 (4.417)] [KD 3.609 (3.794)] +2024-10-15 23:23:30,763 - Train: 15.59% [195000/1251000] [155.9/1000.0] [batch_t 0.465 (0.440)] [data_t 0.015] [optim_t 0.449] [lr 0.002825] [CE 4.458 (4.337)] [KD 3.944 (3.758)] +2024-10-15 23:23:52,650 - Train: 15.59% [195050/1251000] [155.9/1000.0] [batch_t 0.411 (0.438)] [data_t 0.015] [optim_t 0.396] [lr 0.002825] [CE 3.993 (4.297)] [KD 3.567 (3.808)] +2024-10-15 23:24:14,574 - Train: 15.60% [195100/1251000] [156.0/1000.0] [batch_t 0.451 (0.438)] [data_t 0.015] [optim_t 0.435] [lr 0.002825] [CE 4.782 (4.331)] [KD 4.014 (3.760)] +2024-10-15 23:24:36,522 - Train: 15.60% [195150/1251000] [156.0/1000.0] [batch_t 0.357 (0.439)] [data_t 0.015] [optim_t 0.342] [lr 0.002825] [CE 4.536 (4.227)] [KD 3.653 (3.681)] +2024-10-15 23:24:38,672 - ==> Total time: 23:42:47 Eta: 5 days, 8:17:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 23:25:02,064 - Train: 15.60% [195200/1251000] [156.0/1000.0] [batch_t 0.595 (0.500)] [data_t 0.015] [optim_t 0.580] [lr 0.002825] [CE 4.404 (4.303)] [KD 3.988 (3.681)] +2024-10-15 23:25:23,292 - Train: 15.61% [195250/1251000] [156.1/1000.0] [batch_t 0.387 (0.424)] [data_t 0.015] [optim_t 0.371] [lr 0.002825] [CE 4.268 (4.316)] [KD 3.623 (3.677)] +2024-10-15 23:25:43,482 - Train: 15.61% [195300/1251000] [156.1/1000.0] [batch_t 0.399 (0.404)] [data_t 0.015] [optim_t 0.383] [lr 0.002825] [CE 4.780 (4.320)] [KD 3.977 (3.711)] +2024-10-15 23:26:03,680 - Train: 15.62% [195350/1251000] [156.2/1000.0] [batch_t 0.378 (0.404)] [data_t 0.016] [optim_t 0.363] [lr 0.002825] [CE 4.587 (4.323)] [KD 3.697 (3.660)] +2024-10-15 23:26:25,129 - Train: 15.62% [195400/1251000] [156.2/1000.0] [batch_t 0.454 (0.429)] [data_t 0.015] [optim_t 0.438] [lr 0.002825] [CE 4.639 (4.328)] [KD 4.003 (3.722)] +2024-10-15 23:26:46,575 - Train: 15.62% [195450/1251000] [156.2/1000.0] [batch_t 0.433 (0.429)] [data_t 0.015] [optim_t 0.418] [lr 0.002825] [CE 4.699 (4.342)] [KD 3.933 (3.754)] +2024-10-15 23:27:08,162 - Train: 15.63% [195500/1251000] [156.3/1000.0] [batch_t 0.429 (0.432)] [data_t 0.015] [optim_t 0.414] [lr 0.002825] [CE 4.491 (4.353)] [KD 3.777 (3.696)] +2024-10-15 23:27:29,214 - Train: 15.63% [195550/1251000] [156.3/1000.0] [batch_t 0.434 (0.421)] [data_t 0.016] [optim_t 0.418] [lr 0.002825] [CE 4.562 (4.340)] [KD 3.865 (3.674)] +2024-10-15 23:27:50,376 - Train: 15.64% [195600/1251000] [156.4/1000.0] [batch_t 0.414 (0.423)] [data_t 0.015] [optim_t 0.399] [lr 0.002824] [CE 4.480 (4.265)] [KD 3.766 (3.693)] +2024-10-15 23:28:11,943 - Train: 15.64% [195650/1251000] [156.4/1000.0] [batch_t 0.481 (0.431)] [data_t 0.015] [optim_t 0.465] [lr 0.002824] [CE 4.050 (4.316)] [KD 3.574 (3.696)] +2024-10-15 23:28:34,074 - Train: 15.64% [195700/1251000] [156.4/1000.0] [batch_t 0.413 (0.443)] [data_t 0.016] [optim_t 0.397] [lr 0.002824] [CE 4.059 (4.299)] [KD 3.550 (3.733)] +2024-10-15 23:28:56,306 - Train: 15.65% [195750/1251000] [156.5/1000.0] [batch_t 0.439 (0.445)] [data_t 0.015] [optim_t 0.424] [lr 0.002824] [CE 4.671 (4.326)] [KD 3.803 (3.650)] +2024-10-15 23:29:18,239 - Train: 15.65% [195800/1251000] [156.5/1000.0] [batch_t 0.423 (0.439)] [data_t 0.015] [optim_t 0.408] [lr 0.002824] [CE 4.132 (4.334)] [KD 3.655 (3.713)] +2024-10-15 23:29:40,135 - Train: 15.66% [195850/1251000] [156.6/1000.0] [batch_t 0.423 (0.438)] [data_t 0.015] [optim_t 0.407] [lr 0.002824] [CE 3.997 (4.333)] [KD 3.603 (3.748)] +2024-10-15 23:30:01,813 - Train: 15.66% [195900/1251000] [156.6/1000.0] [batch_t 0.399 (0.433)] [data_t 0.016] [optim_t 0.383] [lr 0.002824] [CE 4.077 (4.360)] [KD 3.510 (3.701)] +2024-10-15 23:30:24,253 - Train: 15.66% [195950/1251000] [156.6/1000.0] [batch_t 0.485 (0.449)] [data_t 0.016] [optim_t 0.469] [lr 0.002824] [CE 4.950 (4.313)] [KD 3.982 (3.700)] +2024-10-15 23:30:46,306 - Train: 15.67% [196000/1251000] [156.7/1000.0] [batch_t 0.409 (0.441)] [data_t 0.015] [optim_t 0.393] [lr 0.002824] [CE 3.961 (4.322)] [KD 3.314 (3.665)] +2024-10-15 23:31:08,486 - Train: 15.67% [196050/1251000] [156.7/1000.0] [batch_t 0.453 (0.443)] [data_t 0.016] [optim_t 0.438] [lr 0.002824] [CE 3.979 (4.352)] [KD 3.625 (3.719)] +2024-10-15 23:31:30,072 - Train: 15.68% [196100/1251000] [156.8/1000.0] [batch_t 0.417 (0.432)] [data_t 0.015] [optim_t 0.401] [lr 0.002824] [CE 4.099 (4.323)] [KD 3.638 (3.695)] +2024-10-15 23:31:51,581 - Train: 15.68% [196150/1251000] [156.8/1000.0] [batch_t 0.458 (0.430)] [data_t 0.015] [optim_t 0.442] [lr 0.002823] [CE 4.412 (4.278)] [KD 3.865 (3.697)] +2024-10-15 23:32:12,819 - Train: 15.68% [196200/1251000] [156.8/1000.0] [batch_t 0.386 (0.425)] [data_t 0.015] [optim_t 0.371] [lr 0.002823] [CE 4.474 (4.366)] [KD 3.778 (3.749)] +2024-10-15 23:32:34,407 - Train: 15.69% [196250/1251000] [156.9/1000.0] [batch_t 0.560 (0.432)] [data_t 0.015] [optim_t 0.544] [lr 0.002823] [CE 4.446 (4.290)] [KD 3.646 (3.715)] +2024-10-15 23:32:55,883 - Train: 15.69% [196300/1251000] [156.9/1000.0] [batch_t 0.414 (0.429)] [data_t 0.015] [optim_t 0.398] [lr 0.002823] [CE 4.711 (4.380)] [KD 3.784 (3.762)] +2024-10-15 23:33:17,453 - Train: 15.70% [196350/1251000] [157.0/1000.0] [batch_t 0.502 (0.431)] [data_t 0.015] [optim_t 0.486] [lr 0.002823] [CE 4.020 (4.298)] [KD 3.733 (3.728)] +2024-10-15 23:33:39,502 - Train: 15.70% [196400/1251000] [157.0/1000.0] [batch_t 0.357 (0.441)] [data_t 0.015] [optim_t 0.342] [lr 0.002823] [CE 4.174 (4.306)] [KD 3.680 (3.722)] +2024-10-15 23:33:42,010 - ==> Total time: 23:51:50 Eta: 5 days, 8:08:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 23:34:04,862 - Train: 15.70% [196450/1251000] [157.0/1000.0] [batch_t 0.526 (0.498)] [data_t 0.133] [optim_t 0.393] [lr 0.002823] [CE 4.285 (4.221)] [KD 3.627 (3.670)] +2024-10-15 23:34:26,310 - Train: 15.71% [196500/1251000] [157.1/1000.0] [batch_t 0.429 (0.429)] [data_t 0.015] [optim_t 0.414] [lr 0.002823] [CE 3.784 (4.271)] [KD 3.519 (3.635)] +2024-10-15 23:34:47,777 - Train: 15.71% [196550/1251000] [157.1/1000.0] [batch_t 0.430 (0.429)] [data_t 0.088] [optim_t 0.342] [lr 0.002823] [CE 4.243 (4.349)] [KD 3.746 (3.666)] +2024-10-15 23:35:09,229 - Train: 15.72% [196600/1251000] [157.2/1000.0] [batch_t 0.456 (0.429)] [data_t 0.111] [optim_t 0.345] [lr 0.002823] [CE 4.209 (4.337)] [KD 3.644 (3.695)] +2024-10-15 23:35:30,518 - Train: 15.72% [196650/1251000] [157.2/1000.0] [batch_t 0.415 (0.426)] [data_t 0.015] [optim_t 0.399] [lr 0.002823] [CE 4.598 (4.316)] [KD 3.724 (3.724)] +2024-10-15 23:35:51,942 - Train: 15.72% [196700/1251000] [157.2/1000.0] [batch_t 0.406 (0.428)] [data_t 0.015] [optim_t 0.391] [lr 0.002822] [CE 4.610 (4.336)] [KD 3.511 (3.742)] +2024-10-15 23:36:13,267 - Train: 15.73% [196750/1251000] [157.3/1000.0] [batch_t 0.421 (0.426)] [data_t 0.015] [optim_t 0.406] [lr 0.002822] [CE 4.628 (4.319)] [KD 3.823 (3.744)] +2024-10-15 23:36:34,815 - Train: 15.73% [196800/1251000] [157.3/1000.0] [batch_t 0.371 (0.431)] [data_t 0.016] [optim_t 0.355] [lr 0.002822] [CE 4.242 (4.241)] [KD 3.830 (3.683)] +2024-10-15 23:36:56,521 - Train: 15.74% [196850/1251000] [157.4/1000.0] [batch_t 0.449 (0.434)] [data_t 0.104] [optim_t 0.345] [lr 0.002822] [CE 4.217 (4.285)] [KD 3.516 (3.703)] +2024-10-15 23:37:18,428 - Train: 15.74% [196900/1251000] [157.4/1000.0] [batch_t 0.406 (0.438)] [data_t 0.061] [optim_t 0.346] [lr 0.002822] [CE 4.141 (4.262)] [KD 3.793 (3.673)] +2024-10-15 23:37:39,294 - Train: 15.74% [196950/1251000] [157.4/1000.0] [batch_t 0.423 (0.417)] [data_t 0.078] [optim_t 0.345] [lr 0.002822] [CE 4.127 (4.280)] [KD 3.560 (3.656)] +2024-10-15 23:38:00,204 - Train: 15.75% [197000/1251000] [157.5/1000.0] [batch_t 0.454 (0.418)] [data_t 0.111] [optim_t 0.343] [lr 0.002822] [CE 3.968 (4.290)] [KD 3.421 (3.657)] +2024-10-15 23:38:21,400 - Train: 15.75% [197050/1251000] [157.5/1000.0] [batch_t 0.452 (0.424)] [data_t 0.016] [optim_t 0.437] [lr 0.002822] [CE 4.825 (4.347)] [KD 4.267 (3.732)] +2024-10-15 23:38:43,042 - Train: 15.76% [197100/1251000] [157.6/1000.0] [batch_t 0.427 (0.433)] [data_t 0.015] [optim_t 0.412] [lr 0.002822] [CE 4.611 (4.330)] [KD 3.758 (3.734)] +2024-10-15 23:39:04,404 - Train: 15.76% [197150/1251000] [157.6/1000.0] [batch_t 0.362 (0.427)] [data_t 0.016] [optim_t 0.347] [lr 0.002822] [CE 4.294 (4.280)] [KD 3.675 (3.718)] +2024-10-15 23:39:26,030 - Train: 15.76% [197200/1251000] [157.6/1000.0] [batch_t 0.377 (0.432)] [data_t 0.015] [optim_t 0.361] [lr 0.002822] [CE 4.722 (4.321)] [KD 3.973 (3.688)] +2024-10-15 23:39:46,996 - Train: 15.77% [197250/1251000] [157.7/1000.0] [batch_t 0.452 (0.419)] [data_t 0.015] [optim_t 0.436] [lr 0.002822] [CE 4.380 (4.410)] [KD 3.832 (3.789)] +2024-10-15 23:40:08,495 - Train: 15.77% [197300/1251000] [157.7/1000.0] [batch_t 0.436 (0.430)] [data_t 0.015] [optim_t 0.420] [lr 0.002821] [CE 4.395 (4.213)] [KD 3.689 (3.710)] +2024-10-15 23:40:29,989 - Train: 15.78% [197350/1251000] [157.8/1000.0] [batch_t 0.359 (0.430)] [data_t 0.015] [optim_t 0.344] [lr 0.002821] [CE 4.184 (4.326)] [KD 3.633 (3.668)] +2024-10-15 23:40:51,087 - Train: 15.78% [197400/1251000] [157.8/1000.0] [batch_t 0.421 (0.422)] [data_t 0.015] [optim_t 0.406] [lr 0.002821] [CE 3.955 (4.319)] [KD 3.619 (3.681)] +2024-10-15 23:41:12,484 - Train: 15.78% [197450/1251000] [157.8/1000.0] [batch_t 0.402 (0.428)] [data_t 0.016] [optim_t 0.387] [lr 0.002821] [CE 4.211 (4.279)] [KD 3.641 (3.668)] +2024-10-15 23:41:33,385 - Train: 15.79% [197500/1251000] [157.9/1000.0] [batch_t 0.414 (0.418)] [data_t 0.015] [optim_t 0.398] [lr 0.002821] [CE 4.268 (4.368)] [KD 3.525 (3.729)] +2024-10-15 23:41:55,270 - Train: 15.79% [197550/1251000] [157.9/1000.0] [batch_t 0.362 (0.438)] [data_t 0.015] [optim_t 0.347] [lr 0.002821] [CE 4.181 (4.267)] [KD 3.513 (3.724)] +2024-10-15 23:42:16,446 - Train: 15.80% [197600/1251000] [158.0/1000.0] [batch_t 0.363 (0.423)] [data_t 0.016] [optim_t 0.347] [lr 0.002821] [CE 4.779 (4.306)] [KD 3.936 (3.705)] +2024-10-15 23:42:37,157 - Train: 15.80% [197650/1251000] [158.0/1000.0] [batch_t 0.359 (0.414)] [data_t 0.015] [optim_t 0.344] [lr 0.002821] [CE 4.420 (4.294)] [KD 3.918 (3.719)] +2024-10-15 23:42:40,036 - ==> Total time: 1 day, 0:00:48 Eta: 5 days, 7:58:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 23:43:02,213 - Train: 15.80% [197700/1251000] [158.0/1000.0] [batch_t 0.365 (0.494)] [data_t 0.015] [optim_t 0.350] [lr 0.002821] [CE 4.544 (4.366)] [KD 3.947 (3.674)] +2024-10-15 23:43:23,965 - Train: 15.81% [197750/1251000] [158.1/1000.0] [batch_t 0.476 (0.435)] [data_t 0.134] [optim_t 0.342] [lr 0.002821] [CE 4.855 (4.270)] [KD 4.056 (3.624)] +2024-10-15 23:43:45,573 - Train: 15.81% [197800/1251000] [158.1/1000.0] [batch_t 0.406 (0.432)] [data_t 0.064] [optim_t 0.342] [lr 0.002821] [CE 4.287 (4.320)] [KD 3.950 (3.738)] +2024-10-15 23:44:07,239 - Train: 15.82% [197850/1251000] [158.2/1000.0] [batch_t 0.380 (0.433)] [data_t 0.037] [optim_t 0.343] [lr 0.002820] [CE 4.701 (4.235)] [KD 3.827 (3.599)] +2024-10-15 23:44:29,251 - Train: 15.82% [197900/1251000] [158.2/1000.0] [batch_t 0.401 (0.440)] [data_t 0.060] [optim_t 0.341] [lr 0.002820] [CE 4.359 (4.246)] [KD 3.660 (3.588)] +2024-10-15 23:44:51,280 - Train: 15.82% [197950/1251000] [158.2/1000.0] [batch_t 0.523 (0.440)] [data_t 0.179] [optim_t 0.344] [lr 0.002820] [CE 4.623 (4.352)] [KD 3.656 (3.709)] +2024-10-15 23:45:12,885 - Train: 15.83% [198000/1251000] [158.3/1000.0] [batch_t 0.396 (0.432)] [data_t 0.053] [optim_t 0.343] [lr 0.002820] [CE 4.315 (4.323)] [KD 3.589 (3.672)] +2024-10-15 23:45:34,982 - Train: 15.83% [198050/1251000] [158.3/1000.0] [batch_t 0.456 (0.442)] [data_t 0.114] [optim_t 0.342] [lr 0.002820] [CE 4.691 (4.339)] [KD 3.693 (3.695)] +2024-10-15 23:45:56,990 - Train: 15.84% [198100/1251000] [158.4/1000.0] [batch_t 0.455 (0.440)] [data_t 0.110] [optim_t 0.345] [lr 0.002820] [CE 4.769 (4.323)] [KD 3.935 (3.686)] +2024-10-15 23:46:18,435 - Train: 15.84% [198150/1251000] [158.4/1000.0] [batch_t 0.428 (0.429)] [data_t 0.083] [optim_t 0.345] [lr 0.002820] [CE 4.509 (4.323)] [KD 3.764 (3.749)] +2024-10-15 23:46:40,157 - Train: 15.84% [198200/1251000] [158.4/1000.0] [batch_t 0.549 (0.434)] [data_t 0.202] [optim_t 0.347] [lr 0.002820] [CE 4.379 (4.262)] [KD 3.713 (3.664)] +2024-10-15 23:47:01,803 - Train: 15.85% [198250/1251000] [158.5/1000.0] [batch_t 0.406 (0.433)] [data_t 0.062] [optim_t 0.344] [lr 0.002820] [CE 4.360 (4.357)] [KD 3.718 (3.704)] +2024-10-15 23:47:23,934 - Train: 15.85% [198300/1251000] [158.5/1000.0] [batch_t 0.367 (0.442)] [data_t 0.016] [optim_t 0.352] [lr 0.002820] [CE 4.620 (4.322)] [KD 3.849 (3.757)] +2024-10-15 23:47:45,930 - Train: 15.86% [198350/1251000] [158.6/1000.0] [batch_t 0.409 (0.440)] [data_t 0.064] [optim_t 0.345] [lr 0.002820] [CE 4.038 (4.306)] [KD 3.554 (3.700)] +2024-10-15 23:48:08,465 - Train: 15.86% [198400/1251000] [158.6/1000.0] [batch_t 0.469 (0.451)] [data_t 0.124] [optim_t 0.345] [lr 0.002819] [CE 4.211 (4.244)] [KD 3.724 (3.688)] +2024-10-15 23:48:31,153 - Train: 15.86% [198450/1251000] [158.6/1000.0] [batch_t 0.426 (0.454)] [data_t 0.084] [optim_t 0.342] [lr 0.002819] [CE 3.971 (4.293)] [KD 3.386 (3.691)] +2024-10-15 23:48:53,091 - Train: 15.87% [198500/1251000] [158.7/1000.0] [batch_t 0.478 (0.439)] [data_t 0.133] [optim_t 0.345] [lr 0.002819] [CE 4.222 (4.299)] [KD 3.484 (3.689)] +2024-10-15 23:49:14,879 - Train: 15.87% [198550/1251000] [158.7/1000.0] [batch_t 0.491 (0.436)] [data_t 0.143] [optim_t 0.349] [lr 0.002819] [CE 4.105 (4.303)] [KD 3.635 (3.731)] +2024-10-15 23:49:36,602 - Train: 15.88% [198600/1251000] [158.8/1000.0] [batch_t 0.433 (0.434)] [data_t 0.015] [optim_t 0.417] [lr 0.002819] [CE 4.475 (4.372)] [KD 3.617 (3.760)] +2024-10-15 23:49:58,243 - Train: 15.88% [198650/1251000] [158.8/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.346] [lr 0.002819] [CE 3.637 (4.335)] [KD 3.307 (3.679)] +2024-10-15 23:50:20,041 - Train: 15.88% [198700/1251000] [158.8/1000.0] [batch_t 0.410 (0.436)] [data_t 0.016] [optim_t 0.394] [lr 0.002819] [CE 4.465 (4.322)] [KD 3.758 (3.673)] +2024-10-15 23:50:41,996 - Train: 15.89% [198750/1251000] [158.9/1000.0] [batch_t 0.488 (0.439)] [data_t 0.016] [optim_t 0.472] [lr 0.002819] [CE 4.242 (4.388)] [KD 3.643 (3.728)] +2024-10-15 23:51:03,758 - Train: 15.89% [198800/1251000] [158.9/1000.0] [batch_t 0.402 (0.435)] [data_t 0.015] [optim_t 0.386] [lr 0.002819] [CE 4.486 (4.300)] [KD 3.737 (3.688)] +2024-10-15 23:51:25,394 - Train: 15.90% [198850/1251000] [159.0/1000.0] [batch_t 0.404 (0.433)] [data_t 0.015] [optim_t 0.389] [lr 0.002819] [CE 4.542 (4.340)] [KD 3.760 (3.752)] +2024-10-15 23:51:46,948 - Train: 15.90% [198900/1251000] [159.0/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.002819] [CE 4.245 (4.322)] [KD 3.871 (3.718)] +2024-10-15 23:51:50,180 - ==> Total time: 1 day, 0:09:58 Eta: 5 days, 7:49:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-15 23:52:12,116 - Train: 15.90% [198950/1251000] [159.0/1000.0] [batch_t 0.364 (0.502)] [data_t 0.015] [optim_t 0.348] [lr 0.002818] [CE 4.617 (4.305)] [KD 3.756 (3.617)] +2024-10-15 23:52:32,512 - Train: 15.91% [199000/1251000] [159.1/1000.0] [batch_t 0.437 (0.408)] [data_t 0.015] [optim_t 0.421] [lr 0.002818] [CE 4.345 (4.322)] [KD 3.620 (3.668)] +2024-10-15 23:52:54,523 - Train: 15.91% [199050/1251000] [159.1/1000.0] [batch_t 0.466 (0.440)] [data_t 0.016] [optim_t 0.450] [lr 0.002818] [CE 4.570 (4.365)] [KD 3.807 (3.668)] +2024-10-15 23:53:16,009 - Train: 15.92% [199100/1251000] [159.2/1000.0] [batch_t 0.417 (0.430)] [data_t 0.015] [optim_t 0.402] [lr 0.002818] [CE 4.531 (4.360)] [KD 3.669 (3.758)] +2024-10-15 23:53:37,725 - Train: 15.92% [199150/1251000] [159.2/1000.0] [batch_t 0.407 (0.434)] [data_t 0.015] [optim_t 0.392] [lr 0.002818] [CE 4.109 (4.380)] [KD 3.463 (3.728)] +2024-10-15 23:53:59,715 - Train: 15.92% [199200/1251000] [159.2/1000.0] [batch_t 0.422 (0.440)] [data_t 0.015] [optim_t 0.407] [lr 0.002818] [CE 4.556 (4.418)] [KD 3.746 (3.752)] +2024-10-15 23:54:21,372 - Train: 15.93% [199250/1251000] [159.3/1000.0] [batch_t 0.394 (0.433)] [data_t 0.015] [optim_t 0.378] [lr 0.002818] [CE 4.604 (4.340)] [KD 3.879 (3.745)] +2024-10-15 23:54:42,634 - Train: 15.93% [199300/1251000] [159.3/1000.0] [batch_t 0.463 (0.425)] [data_t 0.015] [optim_t 0.447] [lr 0.002818] [CE 4.207 (4.306)] [KD 3.657 (3.698)] +2024-10-15 23:55:04,257 - Train: 15.94% [199350/1251000] [159.4/1000.0] [batch_t 0.366 (0.432)] [data_t 0.015] [optim_t 0.350] [lr 0.002818] [CE 3.787 (4.319)] [KD 3.495 (3.689)] +2024-10-15 23:55:25,613 - Train: 15.94% [199400/1251000] [159.4/1000.0] [batch_t 0.429 (0.427)] [data_t 0.015] [optim_t 0.413] [lr 0.002818] [CE 4.542 (4.235)] [KD 3.782 (3.648)] +2024-10-15 23:55:46,773 - Train: 15.94% [199450/1251000] [159.4/1000.0] [batch_t 0.418 (0.423)] [data_t 0.015] [optim_t 0.403] [lr 0.002818] [CE 4.359 (4.352)] [KD 3.839 (3.723)] +2024-10-15 23:56:07,978 - Train: 15.95% [199500/1251000] [159.5/1000.0] [batch_t 0.464 (0.424)] [data_t 0.015] [optim_t 0.449] [lr 0.002818] [CE 4.353 (4.316)] [KD 3.902 (3.653)] +2024-10-15 23:56:29,891 - Train: 15.95% [199550/1251000] [159.5/1000.0] [batch_t 0.460 (0.438)] [data_t 0.015] [optim_t 0.444] [lr 0.002817] [CE 4.448 (4.335)] [KD 3.676 (3.753)] +2024-10-15 23:56:52,527 - Train: 15.96% [199600/1251000] [159.6/1000.0] [batch_t 0.439 (0.453)] [data_t 0.015] [optim_t 0.423] [lr 0.002817] [CE 4.649 (4.295)] [KD 3.793 (3.706)] +2024-10-15 23:57:15,039 - Train: 15.96% [199650/1251000] [159.6/1000.0] [batch_t 0.484 (0.450)] [data_t 0.015] [optim_t 0.469] [lr 0.002817] [CE 4.298 (4.220)] [KD 3.790 (3.643)] +2024-10-15 23:57:37,477 - Train: 15.96% [199700/1251000] [159.6/1000.0] [batch_t 0.445 (0.449)] [data_t 0.015] [optim_t 0.430] [lr 0.002817] [CE 5.043 (4.288)] [KD 4.277 (3.695)] +2024-10-15 23:57:59,490 - Train: 15.97% [199750/1251000] [159.7/1000.0] [batch_t 0.444 (0.440)] [data_t 0.015] [optim_t 0.429] [lr 0.002817] [CE 4.739 (4.316)] [KD 3.974 (3.701)] +2024-10-15 23:58:21,740 - Train: 15.97% [199800/1251000] [159.7/1000.0] [batch_t 0.359 (0.445)] [data_t 0.015] [optim_t 0.344] [lr 0.002817] [CE 4.397 (4.258)] [KD 3.733 (3.697)] +2024-10-15 23:58:43,095 - Train: 15.98% [199850/1251000] [159.8/1000.0] [batch_t 0.445 (0.427)] [data_t 0.015] [optim_t 0.430] [lr 0.002817] [CE 4.400 (4.327)] [KD 3.584 (3.746)] +2024-10-15 23:59:04,735 - Train: 15.98% [199900/1251000] [159.8/1000.0] [batch_t 0.414 (0.433)] [data_t 0.015] [optim_t 0.399] [lr 0.002817] [CE 4.067 (4.248)] [KD 3.547 (3.617)] +2024-10-15 23:59:26,140 - Train: 15.98% [199950/1251000] [159.8/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.002817] [CE 4.639 (4.281)] [KD 3.840 (3.677)] +2024-10-15 23:59:47,189 - Train: 15.99% [200000/1251000] [159.9/1000.0] [batch_t 0.445 (0.421)] [data_t 0.015] [optim_t 0.429] [lr 0.002817] [CE 4.704 (4.397)] [KD 3.760 (3.665)] +2024-10-16 00:00:08,214 - Train: 15.99% [200050/1251000] [159.9/1000.0] [batch_t 0.406 (0.420)] [data_t 0.015] [optim_t 0.390] [lr 0.002817] [CE 4.517 (4.252)] [KD 3.830 (3.632)] +2024-10-16 00:00:30,059 - Train: 16.00% [200100/1251000] [160.0/1000.0] [batch_t 0.399 (0.437)] [data_t 0.015] [optim_t 0.384] [lr 0.002816] [CE 3.792 (4.300)] [KD 3.567 (3.761)] +2024-10-16 00:00:50,591 - Train: 16.00% [200150/1251000] [160.0/1000.0] [batch_t 0.359 (0.411)] [data_t 0.015] [optim_t 0.344] [lr 0.002816] [CE 4.269 (4.352)] [KD 3.570 (3.761)] +2024-10-16 00:01:15,440 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 36997] [top5_cnt 46080] [top_all 50000] +2024-10-16 00:01:15,440 - net: 73.994 (92.160) +2024-10-16 00:01:36,914 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 39566] [top5_cnt 47318] [top_all 50000] +2024-10-16 00:01:36,915 - net_E: 79.132 (94.636) +2024-10-16 00:01:37,046 - Max [top1: 74.426 (epoch: 150)] [top1-ema: 79.146 (epoch: 155)] +2024-10-16 00:01:37,047 - ==> Total time: 1 day, 0:19:45 Eta: 5 days, 7:43:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 00:01:57,915 - Train: 16.00% [200200/1251000] [160.0/1000.0] [batch_t 0.364 (0.492)] [data_t 0.015] [optim_t 0.349] [lr 0.002816] [CE 4.241 (4.352)] [KD 3.559 (3.673)] +2024-10-16 00:02:19,685 - Train: 16.01% [200250/1251000] [160.1/1000.0] [batch_t 0.464 (0.435)] [data_t 0.015] [optim_t 0.449] [lr 0.002816] [CE 4.157 (4.339)] [KD 3.638 (3.630)] +2024-10-16 00:02:40,926 - Train: 16.01% [200300/1251000] [160.1/1000.0] [batch_t 0.419 (0.425)] [data_t 0.015] [optim_t 0.404] [lr 0.002816] [CE 4.029 (4.284)] [KD 3.617 (3.633)] +2024-10-16 00:03:01,974 - Train: 16.02% [200350/1251000] [160.2/1000.0] [batch_t 0.401 (0.421)] [data_t 0.016] [optim_t 0.386] [lr 0.002816] [CE 3.991 (4.347)] [KD 3.513 (3.690)] +2024-10-16 00:03:23,263 - Train: 16.02% [200400/1251000] [160.2/1000.0] [batch_t 0.505 (0.426)] [data_t 0.015] [optim_t 0.490] [lr 0.002816] [CE 4.434 (4.328)] [KD 3.673 (3.684)] +2024-10-16 00:03:44,291 - Train: 16.02% [200450/1251000] [160.2/1000.0] [batch_t 0.410 (0.420)] [data_t 0.016] [optim_t 0.395] [lr 0.002816] [CE 4.213 (4.251)] [KD 3.648 (3.617)] +2024-10-16 00:04:05,310 - Train: 16.03% [200500/1251000] [160.3/1000.0] [batch_t 0.367 (0.420)] [data_t 0.015] [optim_t 0.352] [lr 0.002816] [CE 4.268 (4.298)] [KD 3.720 (3.615)] +2024-10-16 00:04:26,314 - Train: 16.03% [200550/1251000] [160.3/1000.0] [batch_t 0.387 (0.420)] [data_t 0.015] [optim_t 0.372] [lr 0.002816] [CE 4.347 (4.342)] [KD 3.726 (3.690)] +2024-10-16 00:04:47,206 - Train: 16.04% [200600/1251000] [160.4/1000.0] [batch_t 0.466 (0.418)] [data_t 0.016] [optim_t 0.450] [lr 0.002816] [CE 4.277 (4.307)] [KD 3.699 (3.703)] +2024-10-16 00:05:08,087 - Train: 16.04% [200650/1251000] [160.4/1000.0] [batch_t 0.358 (0.418)] [data_t 0.015] [optim_t 0.343] [lr 0.002815] [CE 4.703 (4.345)] [KD 3.879 (3.748)] +2024-10-16 00:05:29,042 - Train: 16.04% [200700/1251000] [160.4/1000.0] [batch_t 0.466 (0.419)] [data_t 0.015] [optim_t 0.451] [lr 0.002815] [CE 4.202 (4.299)] [KD 3.727 (3.731)] +2024-10-16 00:05:49,820 - Train: 16.05% [200750/1251000] [160.5/1000.0] [batch_t 0.406 (0.415)] [data_t 0.015] [optim_t 0.391] [lr 0.002815] [CE 4.021 (4.374)] [KD 3.462 (3.744)] +2024-10-16 00:06:10,865 - Train: 16.05% [200800/1251000] [160.5/1000.0] [batch_t 0.475 (0.421)] [data_t 0.016] [optim_t 0.459] [lr 0.002815] [CE 4.278 (4.313)] [KD 3.716 (3.745)] +2024-10-16 00:06:31,940 - Train: 16.06% [200850/1251000] [160.6/1000.0] [batch_t 0.546 (0.421)] [data_t 0.015] [optim_t 0.530] [lr 0.002815] [CE 4.396 (4.356)] [KD 3.680 (3.698)] +2024-10-16 00:06:52,973 - Train: 16.06% [200900/1251000] [160.6/1000.0] [batch_t 0.419 (0.421)] [data_t 0.015] [optim_t 0.403] [lr 0.002815] [CE 3.631 (4.363)] [KD 3.479 (3.722)] +2024-10-16 00:07:13,687 - Train: 16.06% [200950/1251000] [160.6/1000.0] [batch_t 0.381 (0.414)] [data_t 0.015] [optim_t 0.365] [lr 0.002815] [CE 4.018 (4.262)] [KD 3.524 (3.711)] +2024-10-16 00:07:34,815 - Train: 16.07% [201000/1251000] [160.7/1000.0] [batch_t 0.512 (0.422)] [data_t 0.016] [optim_t 0.497] [lr 0.002815] [CE 4.208 (4.390)] [KD 3.548 (3.709)] +2024-10-16 00:07:55,714 - Train: 16.07% [201050/1251000] [160.7/1000.0] [batch_t 0.412 (0.418)] [data_t 0.015] [optim_t 0.397] [lr 0.002815] [CE 4.619 (4.390)] [KD 3.954 (3.737)] +2024-10-16 00:08:16,452 - Train: 16.08% [201100/1251000] [160.8/1000.0] [batch_t 0.369 (0.415)] [data_t 0.015] [optim_t 0.354] [lr 0.002815] [CE 4.380 (4.298)] [KD 3.829 (3.738)] +2024-10-16 00:08:37,326 - Train: 16.08% [201150/1251000] [160.8/1000.0] [batch_t 0.438 (0.417)] [data_t 0.015] [optim_t 0.423] [lr 0.002815] [CE 3.922 (4.357)] [KD 3.470 (3.759)] +2024-10-16 00:08:58,422 - Train: 16.08% [201200/1251000] [160.8/1000.0] [batch_t 0.402 (0.422)] [data_t 0.015] [optim_t 0.387] [lr 0.002814] [CE 4.752 (4.343)] [KD 4.093 (3.769)] +2024-10-16 00:09:19,970 - Train: 16.09% [201250/1251000] [160.9/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.002814] [CE 4.699 (4.380)] [KD 3.658 (3.744)] +2024-10-16 00:09:40,934 - Train: 16.09% [201300/1251000] [160.9/1000.0] [batch_t 0.391 (0.419)] [data_t 0.015] [optim_t 0.376] [lr 0.002814] [CE 4.149 (4.247)] [KD 3.483 (3.725)] +2024-10-16 00:10:02,044 - Train: 16.10% [201350/1251000] [161.0/1000.0] [batch_t 0.361 (0.422)] [data_t 0.016] [optim_t 0.346] [lr 0.002814] [CE 4.229 (4.366)] [KD 3.984 (3.730)] +2024-10-16 00:10:22,943 - Train: 16.10% [201400/1251000] [161.0/1000.0] [batch_t 0.360 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.002814] [CE 4.273 (4.378)] [KD 3.624 (3.713)] +2024-10-16 00:10:26,886 - ==> Total time: 1 day, 0:28:35 Eta: 5 days, 7:33:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 00:10:48,345 - Train: 16.10% [201450/1251000] [161.0/1000.0] [batch_t 0.359 (0.516)] [data_t 0.015] [optim_t 0.344] [lr 0.002814] [CE 3.985 (4.245)] [KD 3.578 (3.578)] +2024-10-16 00:11:08,977 - Train: 16.11% [201500/1251000] [161.1/1000.0] [batch_t 0.447 (0.413)] [data_t 0.016] [optim_t 0.432] [lr 0.002814] [CE 4.606 (4.269)] [KD 3.942 (3.567)] +2024-10-16 00:11:30,829 - Train: 16.11% [201550/1251000] [161.1/1000.0] [batch_t 0.460 (0.437)] [data_t 0.015] [optim_t 0.445] [lr 0.002814] [CE 4.526 (4.334)] [KD 3.650 (3.664)] +2024-10-16 00:11:52,696 - Train: 16.12% [201600/1251000] [161.2/1000.0] [batch_t 0.451 (0.437)] [data_t 0.015] [optim_t 0.436] [lr 0.002814] [CE 4.427 (4.266)] [KD 3.552 (3.647)] +2024-10-16 00:12:14,412 - Train: 16.12% [201650/1251000] [161.2/1000.0] [batch_t 0.405 (0.434)] [data_t 0.015] [optim_t 0.390] [lr 0.002814] [CE 4.353 (4.323)] [KD 3.765 (3.691)] +2024-10-16 00:12:35,876 - Train: 16.12% [201700/1251000] [161.2/1000.0] [batch_t 0.425 (0.429)] [data_t 0.015] [optim_t 0.410] [lr 0.002814] [CE 4.517 (4.407)] [KD 3.919 (3.728)] +2024-10-16 00:12:57,548 - Train: 16.13% [201750/1251000] [161.3/1000.0] [batch_t 0.463 (0.433)] [data_t 0.015] [optim_t 0.447] [lr 0.002813] [CE 4.404 (4.313)] [KD 3.876 (3.667)] +2024-10-16 00:13:18,923 - Train: 16.13% [201800/1251000] [161.3/1000.0] [batch_t 0.423 (0.427)] [data_t 0.015] [optim_t 0.408] [lr 0.002813] [CE 4.085 (4.302)] [KD 3.289 (3.665)] +2024-10-16 00:13:40,437 - Train: 16.14% [201850/1251000] [161.4/1000.0] [batch_t 0.465 (0.430)] [data_t 0.015] [optim_t 0.450] [lr 0.002813] [CE 4.010 (4.315)] [KD 3.768 (3.740)] +2024-10-16 00:14:02,474 - Train: 16.14% [201900/1251000] [161.4/1000.0] [batch_t 0.439 (0.441)] [data_t 0.015] [optim_t 0.423] [lr 0.002813] [CE 4.143 (4.373)] [KD 3.776 (3.731)] +2024-10-16 00:14:23,849 - Train: 16.14% [201950/1251000] [161.4/1000.0] [batch_t 0.424 (0.427)] [data_t 0.015] [optim_t 0.409] [lr 0.002813] [CE 4.323 (4.244)] [KD 3.812 (3.675)] +2024-10-16 00:14:45,972 - Train: 16.15% [202000/1251000] [161.5/1000.0] [batch_t 0.430 (0.442)] [data_t 0.015] [optim_t 0.414] [lr 0.002813] [CE 4.038 (4.314)] [KD 3.435 (3.679)] +2024-10-16 00:15:06,864 - Train: 16.15% [202050/1251000] [161.5/1000.0] [batch_t 0.392 (0.418)] [data_t 0.016] [optim_t 0.377] [lr 0.002813] [CE 4.098 (4.235)] [KD 3.473 (3.640)] +2024-10-16 00:15:27,885 - Train: 16.16% [202100/1251000] [161.6/1000.0] [batch_t 0.399 (0.420)] [data_t 0.016] [optim_t 0.383] [lr 0.002813] [CE 3.892 (4.299)] [KD 3.525 (3.691)] +2024-10-16 00:15:48,557 - Train: 16.16% [202150/1251000] [161.6/1000.0] [batch_t 0.401 (0.413)] [data_t 0.015] [optim_t 0.386] [lr 0.002813] [CE 4.172 (4.336)] [KD 3.605 (3.695)] +2024-10-16 00:16:10,501 - Train: 16.16% [202200/1251000] [161.6/1000.0] [batch_t 0.485 (0.439)] [data_t 0.016] [optim_t 0.470] [lr 0.002813] [CE 4.012 (4.279)] [KD 3.697 (3.704)] +2024-10-16 00:16:31,353 - Train: 16.17% [202250/1251000] [161.7/1000.0] [batch_t 0.404 (0.417)] [data_t 0.016] [optim_t 0.389] [lr 0.002813] [CE 4.106 (4.337)] [KD 3.713 (3.743)] +2024-10-16 00:16:53,132 - Train: 16.17% [202300/1251000] [161.7/1000.0] [batch_t 0.658 (0.435)] [data_t 0.016] [optim_t 0.642] [lr 0.002812] [CE 4.244 (4.324)] [KD 3.662 (3.750)] +2024-10-16 00:17:14,299 - Train: 16.18% [202350/1251000] [161.8/1000.0] [batch_t 0.460 (0.423)] [data_t 0.115] [optim_t 0.344] [lr 0.002812] [CE 4.326 (4.309)] [KD 3.845 (3.674)] +2024-10-16 00:17:36,212 - Train: 16.18% [202400/1251000] [161.8/1000.0] [batch_t 0.411 (0.438)] [data_t 0.065] [optim_t 0.346] [lr 0.002812] [CE 4.413 (4.261)] [KD 3.912 (3.704)] +2024-10-16 00:17:58,166 - Train: 16.18% [202450/1251000] [161.8/1000.0] [batch_t 0.365 (0.439)] [data_t 0.018] [optim_t 0.347] [lr 0.002812] [CE 4.332 (4.270)] [KD 3.665 (3.674)] +2024-10-16 00:18:19,912 - Train: 16.19% [202500/1251000] [161.9/1000.0] [batch_t 0.412 (0.435)] [data_t 0.061] [optim_t 0.351] [lr 0.002812] [CE 4.375 (4.263)] [KD 3.539 (3.656)] +2024-10-16 00:18:41,318 - Train: 16.19% [202550/1251000] [161.9/1000.0] [batch_t 0.361 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.002812] [CE 4.485 (4.337)] [KD 3.820 (3.704)] +2024-10-16 00:19:02,597 - Train: 16.20% [202600/1251000] [162.0/1000.0] [batch_t 0.414 (0.425)] [data_t 0.067] [optim_t 0.347] [lr 0.002812] [CE 4.082 (4.313)] [KD 3.379 (3.727)] +2024-10-16 00:19:24,437 - Train: 16.20% [202650/1251000] [162.0/1000.0] [batch_t 0.399 (0.437)] [data_t 0.015] [optim_t 0.383] [lr 0.002812] [CE 4.366 (4.320)] [KD 3.652 (3.646)] +2024-10-16 00:19:28,773 - ==> Total time: 1 day, 0:37:37 Eta: 5 days, 7:23:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 00:19:49,508 - Train: 16.20% [202700/1251000] [162.0/1000.0] [batch_t 0.361 (0.501)] [data_t 0.016] [optim_t 0.345] [lr 0.002812] [CE 3.929 (4.193)] [KD 3.380 (3.604)] +2024-10-16 00:20:11,152 - Train: 16.21% [202750/1251000] [162.1/1000.0] [batch_t 0.417 (0.433)] [data_t 0.075] [optim_t 0.343] [lr 0.002812] [CE 3.669 (4.293)] [KD 3.290 (3.685)] +2024-10-16 00:20:32,865 - Train: 16.21% [202800/1251000] [162.1/1000.0] [batch_t 0.418 (0.434)] [data_t 0.073] [optim_t 0.345] [lr 0.002812] [CE 4.727 (4.379)] [KD 3.670 (3.687)] +2024-10-16 00:20:54,153 - Train: 16.22% [202850/1251000] [162.2/1000.0] [batch_t 0.417 (0.426)] [data_t 0.073] [optim_t 0.343] [lr 0.002811] [CE 4.386 (4.370)] [KD 3.577 (3.657)] +2024-10-16 00:21:15,198 - Train: 16.22% [202900/1251000] [162.2/1000.0] [batch_t 0.384 (0.421)] [data_t 0.042] [optim_t 0.342] [lr 0.002811] [CE 4.203 (4.290)] [KD 3.534 (3.642)] +2024-10-16 00:21:36,415 - Train: 16.22% [202950/1251000] [162.2/1000.0] [batch_t 0.392 (0.424)] [data_t 0.049] [optim_t 0.343] [lr 0.002811] [CE 4.008 (4.327)] [KD 3.593 (3.680)] +2024-10-16 00:21:57,887 - Train: 16.23% [203000/1251000] [162.3/1000.0] [batch_t 0.432 (0.429)] [data_t 0.085] [optim_t 0.347] [lr 0.002811] [CE 4.389 (4.331)] [KD 3.585 (3.769)] +2024-10-16 00:22:18,918 - Train: 16.23% [203050/1251000] [162.3/1000.0] [batch_t 0.425 (0.420)] [data_t 0.081] [optim_t 0.345] [lr 0.002811] [CE 3.550 (4.318)] [KD 3.627 (3.705)] +2024-10-16 00:22:39,747 - Train: 16.24% [203100/1251000] [162.4/1000.0] [batch_t 0.431 (0.416)] [data_t 0.084] [optim_t 0.348] [lr 0.002811] [CE 4.068 (4.234)] [KD 3.911 (3.704)] +2024-10-16 00:23:00,528 - Train: 16.24% [203150/1251000] [162.4/1000.0] [batch_t 0.359 (0.416)] [data_t 0.015] [optim_t 0.344] [lr 0.002811] [CE 4.307 (4.321)] [KD 3.596 (3.754)] +2024-10-16 00:23:21,948 - Train: 16.24% [203200/1251000] [162.4/1000.0] [batch_t 0.440 (0.428)] [data_t 0.015] [optim_t 0.424] [lr 0.002811] [CE 4.806 (4.305)] [KD 3.928 (3.680)] +2024-10-16 00:23:43,030 - Train: 16.25% [203250/1251000] [162.5/1000.0] [batch_t 0.397 (0.422)] [data_t 0.015] [optim_t 0.381] [lr 0.002811] [CE 4.180 (4.301)] [KD 3.698 (3.713)] +2024-10-16 00:24:03,969 - Train: 16.25% [203300/1251000] [162.5/1000.0] [batch_t 0.374 (0.419)] [data_t 0.015] [optim_t 0.358] [lr 0.002811] [CE 4.030 (4.281)] [KD 3.458 (3.668)] +2024-10-16 00:24:25,029 - Train: 16.25% [203350/1251000] [162.5/1000.0] [batch_t 0.412 (0.421)] [data_t 0.015] [optim_t 0.396] [lr 0.002811] [CE 4.515 (4.303)] [KD 3.643 (3.638)] +2024-10-16 00:24:46,117 - Train: 16.26% [203400/1251000] [162.6/1000.0] [batch_t 0.403 (0.422)] [data_t 0.059] [optim_t 0.344] [lr 0.002810] [CE 4.362 (4.290)] [KD 3.683 (3.660)] +2024-10-16 00:25:07,291 - Train: 16.26% [203450/1251000] [162.6/1000.0] [batch_t 0.452 (0.423)] [data_t 0.016] [optim_t 0.437] [lr 0.002810] [CE 4.837 (4.310)] [KD 4.104 (3.737)] +2024-10-16 00:25:28,782 - Train: 16.27% [203500/1251000] [162.7/1000.0] [batch_t 0.421 (0.430)] [data_t 0.015] [optim_t 0.406] [lr 0.002810] [CE 4.306 (4.328)] [KD 3.930 (3.688)] +2024-10-16 00:25:50,097 - Train: 16.27% [203550/1251000] [162.7/1000.0] [batch_t 0.356 (0.426)] [data_t 0.016] [optim_t 0.341] [lr 0.002810] [CE 4.404 (4.307)] [KD 3.849 (3.701)] +2024-10-16 00:26:11,602 - Train: 16.27% [203600/1251000] [162.7/1000.0] [batch_t 0.384 (0.430)] [data_t 0.015] [optim_t 0.369] [lr 0.002810] [CE 4.762 (4.347)] [KD 3.962 (3.729)] +2024-10-16 00:26:32,826 - Train: 16.28% [203650/1251000] [162.8/1000.0] [batch_t 0.430 (0.424)] [data_t 0.015] [optim_t 0.415] [lr 0.002810] [CE 4.150 (4.349)] [KD 3.571 (3.765)] +2024-10-16 00:26:54,270 - Train: 16.28% [203700/1251000] [162.8/1000.0] [batch_t 0.393 (0.429)] [data_t 0.016] [optim_t 0.378] [lr 0.002810] [CE 4.381 (4.354)] [KD 3.527 (3.688)] +2024-10-16 00:27:15,729 - Train: 16.29% [203750/1251000] [162.9/1000.0] [batch_t 0.388 (0.429)] [data_t 0.016] [optim_t 0.372] [lr 0.002810] [CE 3.665 (4.343)] [KD 3.476 (3.713)] +2024-10-16 00:27:36,908 - Train: 16.29% [203800/1251000] [162.9/1000.0] [batch_t 0.415 (0.423)] [data_t 0.015] [optim_t 0.400] [lr 0.002810] [CE 4.500 (4.390)] [KD 3.665 (3.691)] +2024-10-16 00:27:58,286 - Train: 16.29% [203850/1251000] [162.9/1000.0] [batch_t 0.432 (0.427)] [data_t 0.015] [optim_t 0.417] [lr 0.002810] [CE 4.052 (4.347)] [KD 3.489 (3.717)] +2024-10-16 00:28:19,641 - Train: 16.30% [203900/1251000] [163.0/1000.0] [batch_t 0.429 (0.427)] [data_t 0.015] [optim_t 0.413] [lr 0.002810] [CE 4.241 (4.317)] [KD 3.569 (3.668)] +2024-10-16 00:28:24,385 - ==> Total time: 1 day, 0:46:33 Eta: 5 days, 7:13:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 00:28:45,431 - Train: 16.30% [203950/1251000] [163.0/1000.0] [batch_t 0.565 (0.527)] [data_t 0.218] [optim_t 0.347] [lr 0.002809] [CE 4.176 (4.303)] [KD 3.417 (3.613)] +2024-10-16 00:29:07,851 - Train: 16.31% [204000/1251000] [163.1/1000.0] [batch_t 0.586 (0.448)] [data_t 0.126] [optim_t 0.460] [lr 0.002809] [CE 4.440 (4.292)] [KD 3.823 (3.671)] +2024-10-16 00:29:29,898 - Train: 16.31% [204050/1251000] [163.1/1000.0] [batch_t 0.447 (0.441)] [data_t 0.104] [optim_t 0.343] [lr 0.002809] [CE 4.354 (4.310)] [KD 3.554 (3.687)] +2024-10-16 00:29:52,116 - Train: 16.31% [204100/1251000] [163.1/1000.0] [batch_t 0.459 (0.444)] [data_t 0.109] [optim_t 0.350] [lr 0.002809] [CE 4.879 (4.274)] [KD 3.965 (3.664)] +2024-10-16 00:30:14,300 - Train: 16.32% [204150/1251000] [163.2/1000.0] [batch_t 0.458 (0.444)] [data_t 0.115] [optim_t 0.343] [lr 0.002809] [CE 4.196 (4.323)] [KD 3.770 (3.711)] +2024-10-16 00:30:35,897 - Train: 16.32% [204200/1251000] [163.2/1000.0] [batch_t 0.459 (0.432)] [data_t 0.116] [optim_t 0.343] [lr 0.002809] [CE 4.083 (4.306)] [KD 3.409 (3.732)] +2024-10-16 00:30:56,768 - Train: 16.33% [204250/1251000] [163.3/1000.0] [batch_t 0.373 (0.417)] [data_t 0.025] [optim_t 0.348] [lr 0.002809] [CE 4.248 (4.358)] [KD 3.718 (3.721)] +2024-10-16 00:31:17,354 - Train: 16.33% [204300/1251000] [163.3/1000.0] [batch_t 0.413 (0.412)] [data_t 0.067] [optim_t 0.345] [lr 0.002809] [CE 4.053 (4.308)] [KD 3.711 (3.729)] +2024-10-16 00:31:38,091 - Train: 16.33% [204350/1251000] [163.3/1000.0] [batch_t 0.378 (0.415)] [data_t 0.034] [optim_t 0.344] [lr 0.002809] [CE 3.961 (4.321)] [KD 3.624 (3.754)] +2024-10-16 00:31:59,074 - Train: 16.34% [204400/1251000] [163.4/1000.0] [batch_t 0.438 (0.420)] [data_t 0.095] [optim_t 0.343] [lr 0.002809] [CE 4.461 (4.339)] [KD 3.998 (3.728)] +2024-10-16 00:32:20,263 - Train: 16.34% [204450/1251000] [163.4/1000.0] [batch_t 0.422 (0.424)] [data_t 0.078] [optim_t 0.343] [lr 0.002809] [CE 4.389 (4.336)] [KD 3.822 (3.722)] +2024-10-16 00:32:41,232 - Train: 16.35% [204500/1251000] [163.5/1000.0] [batch_t 0.365 (0.419)] [data_t 0.015] [optim_t 0.350] [lr 0.002808] [CE 4.235 (4.294)] [KD 3.794 (3.726)] +2024-10-16 00:33:02,639 - Train: 16.35% [204550/1251000] [163.5/1000.0] [batch_t 0.386 (0.428)] [data_t 0.042] [optim_t 0.344] [lr 0.002808] [CE 4.528 (4.342)] [KD 3.897 (3.717)] +2024-10-16 00:33:23,806 - Train: 16.35% [204600/1251000] [163.5/1000.0] [batch_t 0.400 (0.423)] [data_t 0.054] [optim_t 0.346] [lr 0.002808] [CE 4.597 (4.368)] [KD 3.802 (3.706)] +2024-10-16 00:33:45,556 - Train: 16.36% [204650/1251000] [163.6/1000.0] [batch_t 0.449 (0.435)] [data_t 0.016] [optim_t 0.434] [lr 0.002808] [CE 4.979 (4.357)] [KD 3.943 (3.699)] +2024-10-16 00:34:06,972 - Train: 16.36% [204700/1251000] [163.6/1000.0] [batch_t 0.505 (0.428)] [data_t 0.016] [optim_t 0.489] [lr 0.002808] [CE 4.030 (4.233)] [KD 3.437 (3.687)] +2024-10-16 00:34:27,165 - Train: 16.37% [204750/1251000] [163.7/1000.0] [batch_t 0.419 (0.404)] [data_t 0.016] [optim_t 0.403] [lr 0.002808] [CE 4.713 (4.278)] [KD 3.844 (3.692)] +2024-10-16 00:34:48,237 - Train: 16.37% [204800/1251000] [163.7/1000.0] [batch_t 0.452 (0.421)] [data_t 0.016] [optim_t 0.436] [lr 0.002808] [CE 4.443 (4.306)] [KD 3.750 (3.679)] +2024-10-16 00:35:09,597 - Train: 16.37% [204850/1251000] [163.7/1000.0] [batch_t 0.373 (0.427)] [data_t 0.015] [optim_t 0.358] [lr 0.002808] [CE 4.938 (4.341)] [KD 4.119 (3.667)] +2024-10-16 00:35:30,953 - Train: 16.38% [204900/1251000] [163.8/1000.0] [batch_t 0.430 (0.427)] [data_t 0.015] [optim_t 0.415] [lr 0.002808] [CE 4.220 (4.292)] [KD 3.754 (3.772)] +2024-10-16 00:35:52,441 - Train: 16.38% [204950/1251000] [163.8/1000.0] [batch_t 0.470 (0.430)] [data_t 0.016] [optim_t 0.455] [lr 0.002808] [CE 4.321 (4.336)] [KD 3.730 (3.676)] +2024-10-16 00:36:13,324 - Train: 16.39% [205000/1251000] [163.9/1000.0] [batch_t 0.360 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.002808] [CE 4.196 (4.292)] [KD 3.693 (3.691)] +2024-10-16 00:36:34,715 - Train: 16.39% [205050/1251000] [163.9/1000.0] [batch_t 0.397 (0.428)] [data_t 0.016] [optim_t 0.382] [lr 0.002807] [CE 4.959 (4.292)] [KD 4.077 (3.696)] +2024-10-16 00:36:55,763 - Train: 16.39% [205100/1251000] [163.9/1000.0] [batch_t 0.414 (0.421)] [data_t 0.016] [optim_t 0.398] [lr 0.002807] [CE 4.114 (4.255)] [KD 3.611 (3.624)] +2024-10-16 00:37:16,999 - Train: 16.40% [205150/1251000] [164.0/1000.0] [batch_t 0.462 (0.425)] [data_t 0.015] [optim_t 0.447] [lr 0.002807] [CE 4.603 (4.276)] [KD 3.621 (3.686)] +2024-10-16 00:37:22,170 - ==> Total time: 1 day, 0:55:30 Eta: 5 days, 7:03:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 00:37:41,674 - Train: 16.40% [205200/1251000] [164.0/1000.0] [batch_t 0.360 (0.503)] [data_t 0.015] [optim_t 0.345] [lr 0.002807] [CE 4.841 (4.234)] [KD 3.890 (3.631)] +2024-10-16 00:38:01,844 - Train: 16.41% [205250/1251000] [164.1/1000.0] [batch_t 0.405 (0.403)] [data_t 0.015] [optim_t 0.389] [lr 0.002807] [CE 4.547 (4.408)] [KD 3.761 (3.736)] +2024-10-16 00:38:22,982 - Train: 16.41% [205300/1251000] [164.1/1000.0] [batch_t 0.413 (0.423)] [data_t 0.015] [optim_t 0.398] [lr 0.002807] [CE 3.694 (4.286)] [KD 3.273 (3.639)] +2024-10-16 00:38:43,664 - Train: 16.41% [205350/1251000] [164.1/1000.0] [batch_t 0.380 (0.414)] [data_t 0.016] [optim_t 0.365] [lr 0.002807] [CE 4.230 (4.334)] [KD 3.742 (3.707)] +2024-10-16 00:39:04,362 - Train: 16.42% [205400/1251000] [164.2/1000.0] [batch_t 0.378 (0.414)] [data_t 0.015] [optim_t 0.362] [lr 0.002807] [CE 4.381 (4.284)] [KD 3.756 (3.695)] +2024-10-16 00:39:25,198 - Train: 16.42% [205450/1251000] [164.2/1000.0] [batch_t 0.419 (0.417)] [data_t 0.015] [optim_t 0.404] [lr 0.002807] [CE 4.155 (4.360)] [KD 3.365 (3.696)] +2024-10-16 00:39:46,127 - Train: 16.43% [205500/1251000] [164.3/1000.0] [batch_t 0.405 (0.418)] [data_t 0.015] [optim_t 0.390] [lr 0.002807] [CE 4.227 (4.273)] [KD 3.564 (3.654)] +2024-10-16 00:40:07,109 - Train: 16.43% [205550/1251000] [164.3/1000.0] [batch_t 0.418 (0.420)] [data_t 0.015] [optim_t 0.403] [lr 0.002807] [CE 4.062 (4.263)] [KD 3.699 (3.678)] +2024-10-16 00:40:27,962 - Train: 16.43% [205600/1251000] [164.3/1000.0] [batch_t 0.390 (0.417)] [data_t 0.015] [optim_t 0.375] [lr 0.002806] [CE 4.824 (4.308)] [KD 3.881 (3.695)] +2024-10-16 00:40:48,637 - Train: 16.44% [205650/1251000] [164.4/1000.0] [batch_t 0.377 (0.413)] [data_t 0.016] [optim_t 0.361] [lr 0.002806] [CE 4.193 (4.301)] [KD 3.546 (3.668)] +2024-10-16 00:41:09,947 - Train: 16.44% [205700/1251000] [164.4/1000.0] [batch_t 0.457 (0.426)] [data_t 0.016] [optim_t 0.442] [lr 0.002806] [CE 4.593 (4.404)] [KD 3.905 (3.791)] +2024-10-16 00:41:32,242 - Train: 16.45% [205750/1251000] [164.5/1000.0] [batch_t 0.504 (0.446)] [data_t 0.015] [optim_t 0.489] [lr 0.002806] [CE 4.319 (4.308)] [KD 3.981 (3.669)] +2024-10-16 00:41:54,153 - Train: 16.45% [205800/1251000] [164.5/1000.0] [batch_t 0.401 (0.438)] [data_t 0.015] [optim_t 0.386] [lr 0.002806] [CE 4.259 (4.274)] [KD 3.670 (3.733)] +2024-10-16 00:42:16,244 - Train: 16.45% [205850/1251000] [164.5/1000.0] [batch_t 0.452 (0.442)] [data_t 0.015] [optim_t 0.436] [lr 0.002806] [CE 3.984 (4.284)] [KD 3.460 (3.730)] +2024-10-16 00:42:38,392 - Train: 16.46% [205900/1251000] [164.6/1000.0] [batch_t 0.448 (0.443)] [data_t 0.015] [optim_t 0.433] [lr 0.002806] [CE 4.712 (4.356)] [KD 3.832 (3.698)] +2024-10-16 00:43:00,135 - Train: 16.46% [205950/1251000] [164.6/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.348] [lr 0.002806] [CE 4.426 (4.374)] [KD 3.686 (3.703)] +2024-10-16 00:43:20,595 - Train: 16.47% [206000/1251000] [164.7/1000.0] [batch_t 0.437 (0.409)] [data_t 0.094] [optim_t 0.343] [lr 0.002806] [CE 3.945 (4.348)] [KD 3.496 (3.685)] +2024-10-16 00:43:42,526 - Train: 16.47% [206050/1251000] [164.7/1000.0] [batch_t 0.485 (0.439)] [data_t 0.140] [optim_t 0.345] [lr 0.002806] [CE 4.228 (4.371)] [KD 3.758 (3.741)] +2024-10-16 00:44:03,168 - Train: 16.47% [206100/1251000] [164.7/1000.0] [batch_t 0.389 (0.413)] [data_t 0.046] [optim_t 0.343] [lr 0.002806] [CE 4.733 (4.294)] [KD 3.792 (3.690)] +2024-10-16 00:44:24,129 - Train: 16.48% [206150/1251000] [164.8/1000.0] [batch_t 0.362 (0.419)] [data_t 0.015] [optim_t 0.347] [lr 0.002805] [CE 4.357 (4.240)] [KD 3.588 (3.656)] +2024-10-16 00:44:45,255 - Train: 16.48% [206200/1251000] [164.8/1000.0] [batch_t 0.407 (0.422)] [data_t 0.065] [optim_t 0.342] [lr 0.002805] [CE 4.831 (4.338)] [KD 3.874 (3.694)] +2024-10-16 00:45:07,419 - Train: 16.49% [206250/1251000] [164.9/1000.0] [batch_t 0.465 (0.443)] [data_t 0.121] [optim_t 0.344] [lr 0.002805] [CE 4.386 (4.270)] [KD 3.750 (3.727)] +2024-10-16 00:45:29,240 - Train: 16.49% [206300/1251000] [164.9/1000.0] [batch_t 0.430 (0.436)] [data_t 0.086] [optim_t 0.344] [lr 0.002805] [CE 4.314 (4.285)] [KD 3.655 (3.679)] +2024-10-16 00:45:51,293 - Train: 16.49% [206350/1251000] [164.9/1000.0] [batch_t 0.360 (0.441)] [data_t 0.016] [optim_t 0.345] [lr 0.002805] [CE 3.669 (4.257)] [KD 3.343 (3.668)] +2024-10-16 00:46:12,895 - Train: 16.50% [206400/1251000] [165.0/1000.0] [batch_t 0.455 (0.432)] [data_t 0.115] [optim_t 0.340] [lr 0.002805] [CE 4.399 (4.335)] [KD 3.900 (3.747)] +2024-10-16 00:46:40,249 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 37082] [top5_cnt 46234] [top_all 50000] +2024-10-16 00:46:40,249 - net: 74.164 (92.468) +2024-10-16 00:47:02,109 - Test (net_E): 100.00% [50/50] [batch_t 0.142 (0.431)] [top1_cnt 39476] [top5_cnt 47331] [top_all 50000] +2024-10-16 00:47:02,110 - net_E: 78.952 (94.662) +2024-10-16 00:47:02,265 - Max [top1: 74.426 (epoch: 150)] [top1-ema: 79.146 (epoch: 155)] +2024-10-16 00:47:02,266 - ==> Total time: 1 day, 1:05:10 Eta: 5 days, 6:57:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 00:47:24,400 - Train: 16.50% [206450/1251000] [165.0/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.002805] [CE 3.789 (4.215)] [KD 3.360 (3.578)] +2024-10-16 00:47:46,349 - Train: 16.51% [206500/1251000] [165.1/1000.0] [batch_t 0.464 (0.439)] [data_t 0.123] [optim_t 0.341] [lr 0.002805] [CE 4.148 (4.308)] [KD 3.857 (3.650)] +2024-10-16 00:48:07,541 - Train: 16.51% [206550/1251000] [165.1/1000.0] [batch_t 0.401 (0.424)] [data_t 0.061] [optim_t 0.341] [lr 0.002805] [CE 4.559 (4.303)] [KD 3.669 (3.720)] +2024-10-16 00:48:29,230 - Train: 16.51% [206600/1251000] [165.1/1000.0] [batch_t 0.432 (0.434)] [data_t 0.090] [optim_t 0.342] [lr 0.002805] [CE 4.289 (4.295)] [KD 3.569 (3.677)] +2024-10-16 00:48:50,943 - Train: 16.52% [206650/1251000] [165.2/1000.0] [batch_t 0.512 (0.434)] [data_t 0.172] [optim_t 0.341] [lr 0.002804] [CE 3.907 (4.311)] [KD 3.586 (3.667)] +2024-10-16 00:49:12,712 - Train: 16.52% [206700/1251000] [165.2/1000.0] [batch_t 0.440 (0.435)] [data_t 0.097] [optim_t 0.343] [lr 0.002804] [CE 4.502 (4.233)] [KD 3.562 (3.632)] +2024-10-16 00:49:34,419 - Train: 16.53% [206750/1251000] [165.3/1000.0] [batch_t 0.469 (0.434)] [data_t 0.128] [optim_t 0.341] [lr 0.002804] [CE 4.144 (4.208)] [KD 3.475 (3.639)] +2024-10-16 00:49:55,805 - Train: 16.53% [206800/1251000] [165.3/1000.0] [batch_t 0.448 (0.428)] [data_t 0.102] [optim_t 0.346] [lr 0.002804] [CE 4.423 (4.396)] [KD 3.467 (3.729)] +2024-10-16 00:50:17,286 - Train: 16.53% [206850/1251000] [165.3/1000.0] [batch_t 0.450 (0.430)] [data_t 0.106] [optim_t 0.343] [lr 0.002804] [CE 4.628 (4.351)] [KD 3.689 (3.745)] +2024-10-16 00:50:39,053 - Train: 16.54% [206900/1251000] [165.4/1000.0] [batch_t 0.439 (0.435)] [data_t 0.093] [optim_t 0.346] [lr 0.002804] [CE 3.687 (4.273)] [KD 3.336 (3.710)] +2024-10-16 00:51:00,607 - Train: 16.54% [206950/1251000] [165.4/1000.0] [batch_t 0.359 (0.431)] [data_t 0.016] [optim_t 0.343] [lr 0.002804] [CE 4.483 (4.285)] [KD 3.746 (3.692)] +2024-10-16 00:51:22,282 - Train: 16.55% [207000/1251000] [165.5/1000.0] [batch_t 0.464 (0.433)] [data_t 0.112] [optim_t 0.352] [lr 0.002804] [CE 4.010 (4.297)] [KD 3.357 (3.642)] +2024-10-16 00:51:43,630 - Train: 16.55% [207050/1251000] [165.5/1000.0] [batch_t 0.513 (0.427)] [data_t 0.084] [optim_t 0.428] [lr 0.002804] [CE 4.206 (4.360)] [KD 3.636 (3.723)] +2024-10-16 00:52:05,224 - Train: 16.55% [207100/1251000] [165.5/1000.0] [batch_t 0.502 (0.432)] [data_t 0.154] [optim_t 0.348] [lr 0.002804] [CE 4.384 (4.296)] [KD 3.840 (3.704)] +2024-10-16 00:52:26,794 - Train: 16.56% [207150/1251000] [165.6/1000.0] [batch_t 0.448 (0.431)] [data_t 0.097] [optim_t 0.351] [lr 0.002804] [CE 4.223 (4.288)] [KD 3.453 (3.674)] +2024-10-16 00:52:48,328 - Train: 16.56% [207200/1251000] [165.6/1000.0] [batch_t 0.433 (0.431)] [data_t 0.087] [optim_t 0.346] [lr 0.002803] [CE 4.207 (4.317)] [KD 3.562 (3.645)] +2024-10-16 00:53:09,652 - Train: 16.57% [207250/1251000] [165.7/1000.0] [batch_t 0.448 (0.426)] [data_t 0.101] [optim_t 0.347] [lr 0.002803] [CE 4.167 (4.363)] [KD 3.695 (3.749)] +2024-10-16 00:53:30,119 - Train: 16.57% [207300/1251000] [165.7/1000.0] [batch_t 0.460 (0.409)] [data_t 0.107] [optim_t 0.352] [lr 0.002803] [CE 4.286 (4.305)] [KD 3.601 (3.714)] +2024-10-16 00:53:50,826 - Train: 16.57% [207350/1251000] [165.7/1000.0] [batch_t 0.452 (0.414)] [data_t 0.104] [optim_t 0.348] [lr 0.002803] [CE 4.299 (4.322)] [KD 3.719 (3.684)] +2024-10-16 00:54:11,818 - Train: 16.58% [207400/1251000] [165.8/1000.0] [batch_t 0.363 (0.420)] [data_t 0.016] [optim_t 0.347] [lr 0.002803] [CE 3.844 (4.258)] [KD 3.461 (3.706)] +2024-10-16 00:54:33,048 - Train: 16.58% [207450/1251000] [165.8/1000.0] [batch_t 0.472 (0.424)] [data_t 0.016] [optim_t 0.456] [lr 0.002803] [CE 3.811 (4.246)] [KD 3.513 (3.662)] +2024-10-16 00:54:54,076 - Train: 16.59% [207500/1251000] [165.9/1000.0] [batch_t 0.364 (0.420)] [data_t 0.016] [optim_t 0.348] [lr 0.002803] [CE 4.683 (4.316)] [KD 3.720 (3.704)] +2024-10-16 00:55:15,036 - Train: 16.59% [207550/1251000] [165.9/1000.0] [batch_t 0.363 (0.419)] [data_t 0.015] [optim_t 0.348] [lr 0.002803] [CE 4.645 (4.267)] [KD 3.860 (3.647)] +2024-10-16 00:55:35,996 - Train: 16.59% [207600/1251000] [165.9/1000.0] [batch_t 0.363 (0.419)] [data_t 0.016] [optim_t 0.347] [lr 0.002803] [CE 4.076 (4.251)] [KD 3.728 (3.579)] +2024-10-16 00:55:56,664 - Train: 16.60% [207650/1251000] [166.0/1000.0] [batch_t 0.363 (0.413)] [data_t 0.016] [optim_t 0.347] [lr 0.002803] [CE 4.254 (4.367)] [KD 3.709 (3.711)] +2024-10-16 00:56:02,610 - ==> Total time: 1 day, 1:14:11 Eta: 5 days, 6:47:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 00:56:23,502 - Train: 16.60% [207700/1251000] [166.0/1000.0] [batch_t 0.360 (0.467)] [data_t 0.016] [optim_t 0.344] [lr 0.002803] [CE 4.017 (4.272)] [KD 3.398 (3.715)] +2024-10-16 00:56:45,122 - Train: 16.61% [207750/1251000] [166.1/1000.0] [batch_t 0.392 (0.432)] [data_t 0.016] [optim_t 0.377] [lr 0.002802] [CE 4.136 (4.280)] [KD 3.559 (3.719)] +2024-10-16 00:57:07,356 - Train: 16.61% [207800/1251000] [166.1/1000.0] [batch_t 0.536 (0.445)] [data_t 0.016] [optim_t 0.521] [lr 0.002802] [CE 3.906 (4.296)] [KD 3.563 (3.628)] +2024-10-16 00:57:29,017 - Train: 16.61% [207850/1251000] [166.1/1000.0] [batch_t 0.421 (0.433)] [data_t 0.016] [optim_t 0.405] [lr 0.002802] [CE 4.400 (4.407)] [KD 3.678 (3.694)] +2024-10-16 00:57:50,574 - Train: 16.62% [207900/1251000] [166.2/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.002802] [CE 4.706 (4.290)] [KD 3.900 (3.693)] +2024-10-16 00:58:12,167 - Train: 16.62% [207950/1251000] [166.2/1000.0] [batch_t 0.426 (0.432)] [data_t 0.015] [optim_t 0.411] [lr 0.002802] [CE 4.429 (4.336)] [KD 3.850 (3.694)] +2024-10-16 00:58:33,108 - Train: 16.63% [208000/1251000] [166.3/1000.0] [batch_t 0.398 (0.419)] [data_t 0.015] [optim_t 0.383] [lr 0.002802] [CE 3.893 (4.279)] [KD 3.429 (3.667)] +2024-10-16 00:58:53,844 - Train: 16.63% [208050/1251000] [166.3/1000.0] [batch_t 0.411 (0.415)] [data_t 0.015] [optim_t 0.395] [lr 0.002802] [CE 4.432 (4.292)] [KD 3.784 (3.692)] +2024-10-16 00:59:14,789 - Train: 16.63% [208100/1251000] [166.3/1000.0] [batch_t 0.405 (0.419)] [data_t 0.015] [optim_t 0.390] [lr 0.002802] [CE 4.457 (4.261)] [KD 3.776 (3.635)] +2024-10-16 00:59:36,196 - Train: 16.64% [208150/1251000] [166.4/1000.0] [batch_t 0.440 (0.428)] [data_t 0.015] [optim_t 0.425] [lr 0.002802] [CE 4.608 (4.381)] [KD 3.753 (3.718)] +2024-10-16 00:59:57,394 - Train: 16.64% [208200/1251000] [166.4/1000.0] [batch_t 0.432 (0.424)] [data_t 0.016] [optim_t 0.416] [lr 0.002802] [CE 4.214 (4.326)] [KD 3.803 (3.673)] +2024-10-16 01:00:18,782 - Train: 16.65% [208250/1251000] [166.5/1000.0] [batch_t 0.469 (0.428)] [data_t 0.016] [optim_t 0.453] [lr 0.002802] [CE 4.367 (4.281)] [KD 3.603 (3.706)] +2024-10-16 01:00:40,038 - Train: 16.65% [208300/1251000] [166.5/1000.0] [batch_t 0.489 (0.425)] [data_t 0.015] [optim_t 0.474] [lr 0.002801] [CE 3.902 (4.242)] [KD 3.309 (3.663)] +2024-10-16 01:01:01,287 - Train: 16.65% [208350/1251000] [166.5/1000.0] [batch_t 0.365 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.002801] [CE 4.533 (4.304)] [KD 3.748 (3.662)] +2024-10-16 01:01:22,563 - Train: 16.66% [208400/1251000] [166.6/1000.0] [batch_t 0.377 (0.425)] [data_t 0.015] [optim_t 0.362] [lr 0.002801] [CE 3.835 (4.249)] [KD 3.687 (3.691)] +2024-10-16 01:01:44,133 - Train: 16.66% [208450/1251000] [166.6/1000.0] [batch_t 0.558 (0.431)] [data_t 0.016] [optim_t 0.543] [lr 0.002801] [CE 4.361 (4.358)] [KD 3.943 (3.760)] +2024-10-16 01:02:05,371 - Train: 16.67% [208500/1251000] [166.7/1000.0] [batch_t 0.426 (0.425)] [data_t 0.015] [optim_t 0.410] [lr 0.002801] [CE 4.901 (4.377)] [KD 3.881 (3.752)] +2024-10-16 01:02:26,643 - Train: 16.67% [208550/1251000] [166.7/1000.0] [batch_t 0.448 (0.425)] [data_t 0.016] [optim_t 0.432] [lr 0.002801] [CE 4.525 (4.367)] [KD 3.775 (3.765)] +2024-10-16 01:02:47,841 - Train: 16.67% [208600/1251000] [166.7/1000.0] [batch_t 0.393 (0.424)] [data_t 0.015] [optim_t 0.378] [lr 0.002801] [CE 4.009 (4.317)] [KD 3.412 (3.694)] +2024-10-16 01:03:08,799 - Train: 16.68% [208650/1251000] [166.8/1000.0] [batch_t 0.358 (0.419)] [data_t 0.015] [optim_t 0.343] [lr 0.002801] [CE 4.281 (4.284)] [KD 3.409 (3.647)] +2024-10-16 01:03:30,398 - Train: 16.68% [208700/1251000] [166.8/1000.0] [batch_t 0.453 (0.432)] [data_t 0.015] [optim_t 0.438] [lr 0.002801] [CE 4.129 (4.337)] [KD 3.493 (3.710)] +2024-10-16 01:03:51,519 - Train: 16.69% [208750/1251000] [166.9/1000.0] [batch_t 0.465 (0.422)] [data_t 0.015] [optim_t 0.449] [lr 0.002801] [CE 4.695 (4.294)] [KD 3.549 (3.651)] +2024-10-16 01:04:12,914 - Train: 16.69% [208800/1251000] [166.9/1000.0] [batch_t 0.456 (0.428)] [data_t 0.015] [optim_t 0.441] [lr 0.002800] [CE 3.841 (4.210)] [KD 3.378 (3.718)] +2024-10-16 01:04:34,380 - Train: 16.69% [208850/1251000] [166.9/1000.0] [batch_t 0.445 (0.429)] [data_t 0.015] [optim_t 0.430] [lr 0.002800] [CE 4.139 (4.264)] [KD 3.565 (3.672)] +2024-10-16 01:04:55,793 - Train: 16.70% [208900/1251000] [167.0/1000.0] [batch_t 0.420 (0.428)] [data_t 0.015] [optim_t 0.404] [lr 0.002800] [CE 3.781 (4.303)] [KD 3.366 (3.698)] +2024-10-16 01:05:02,273 - ==> Total time: 1 day, 1:23:10 Eta: 5 days, 6:37:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 01:05:21,676 - Train: 16.70% [208950/1251000] [167.0/1000.0] [batch_t 0.364 (0.434)] [data_t 0.015] [optim_t 0.348] [lr 0.002800] [CE 4.597 (4.343)] [KD 3.665 (3.680)] +2024-10-16 01:05:43,899 - Train: 16.71% [209000/1251000] [167.1/1000.0] [batch_t 0.502 (0.444)] [data_t 0.015] [optim_t 0.486] [lr 0.002800] [CE 4.459 (4.316)] [KD 3.666 (3.656)] +2024-10-16 01:06:06,007 - Train: 16.71% [209050/1251000] [167.1/1000.0] [batch_t 0.396 (0.442)] [data_t 0.015] [optim_t 0.381] [lr 0.002800] [CE 4.754 (4.312)] [KD 3.895 (3.615)] +2024-10-16 01:06:28,163 - Train: 16.71% [209100/1251000] [167.1/1000.0] [batch_t 0.413 (0.443)] [data_t 0.015] [optim_t 0.397] [lr 0.002800] [CE 4.386 (4.286)] [KD 3.642 (3.640)] +2024-10-16 01:06:49,456 - Train: 16.72% [209150/1251000] [167.2/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.002800] [CE 3.972 (4.315)] [KD 3.612 (3.656)] +2024-10-16 01:07:11,061 - Train: 16.72% [209200/1251000] [167.2/1000.0] [batch_t 0.431 (0.432)] [data_t 0.016] [optim_t 0.415] [lr 0.002800] [CE 4.632 (4.361)] [KD 3.844 (3.693)] +2024-10-16 01:07:33,506 - Train: 16.73% [209250/1251000] [167.3/1000.0] [batch_t 0.480 (0.449)] [data_t 0.016] [optim_t 0.465] [lr 0.002800] [CE 4.423 (4.350)] [KD 3.802 (3.629)] +2024-10-16 01:07:55,914 - Train: 16.73% [209300/1251000] [167.3/1000.0] [batch_t 0.488 (0.448)] [data_t 0.015] [optim_t 0.472] [lr 0.002800] [CE 4.786 (4.312)] [KD 3.864 (3.668)] +2024-10-16 01:08:18,174 - Train: 16.73% [209350/1251000] [167.3/1000.0] [batch_t 0.423 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+2024-10-16 01:10:25,580 - Train: 16.76% [209650/1251000] [167.6/1000.0] [batch_t 0.453 (0.409)] [data_t 0.015] [optim_t 0.438] [lr 0.002799] [CE 4.437 (4.298)] [KD 3.800 (3.695)] +2024-10-16 01:10:46,420 - Train: 16.76% [209700/1251000] [167.6/1000.0] [batch_t 0.437 (0.417)] [data_t 0.015] [optim_t 0.422] [lr 0.002799] [CE 4.385 (4.298)] [KD 3.566 (3.644)] +2024-10-16 01:11:07,374 - Train: 16.77% [209750/1251000] [167.7/1000.0] [batch_t 0.454 (0.419)] [data_t 0.016] [optim_t 0.438] [lr 0.002799] [CE 4.717 (4.285)] [KD 3.939 (3.664)] +2024-10-16 01:11:28,479 - Train: 16.77% [209800/1251000] [167.7/1000.0] [batch_t 0.424 (0.422)] [data_t 0.015] [optim_t 0.408] [lr 0.002799] [CE 4.034 (4.262)] [KD 3.644 (3.668)] +2024-10-16 01:11:49,116 - Train: 16.77% [209850/1251000] [167.7/1000.0] [batch_t 0.444 (0.413)] [data_t 0.016] [optim_t 0.428] [lr 0.002799] [CE 4.333 (4.402)] [KD 3.677 (3.724)] +2024-10-16 01:12:10,043 - Train: 16.78% [209900/1251000] [167.8/1000.0] [batch_t 0.385 (0.418)] [data_t 0.016] [optim_t 0.370] [lr 0.002798] [CE 4.272 (4.343)] [KD 3.630 (3.720)] +2024-10-16 01:12:31,104 - Train: 16.78% [209950/1251000] [167.8/1000.0] [batch_t 0.435 (0.421)] [data_t 0.015] [optim_t 0.420] [lr 0.002798] [CE 4.537 (4.353)] [KD 3.750 (3.764)] +2024-10-16 01:12:52,106 - Train: 16.79% [210000/1251000] [167.9/1000.0] [batch_t 0.421 (0.420)] [data_t 0.015] [optim_t 0.406] [lr 0.002798] [CE 3.908 (4.336)] [KD 3.536 (3.771)] +2024-10-16 01:13:13,324 - Train: 16.79% [210050/1251000] [167.9/1000.0] [batch_t 0.416 (0.424)] [data_t 0.015] [optim_t 0.400] [lr 0.002798] [CE 4.895 (4.309)] [KD 3.778 (3.685)] +2024-10-16 01:13:34,485 - Train: 16.79% [210100/1251000] [167.9/1000.0] [batch_t 0.380 (0.423)] [data_t 0.015] [optim_t 0.365] [lr 0.002798] [CE 4.171 (4.305)] [KD 3.644 (3.648)] +2024-10-16 01:13:55,473 - Train: 16.80% [210150/1251000] [168.0/1000.0] [batch_t 0.396 (0.420)] [data_t 0.015] [optim_t 0.380] [lr 0.002798] [CE 4.479 (4.338)] [KD 3.662 (3.701)] +2024-10-16 01:14:02,164 - ==> Total time: 1 day, 1:32:10 Eta: 5 days, 6:27:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 01:14:21,013 - Train: 16.80% [210200/1251000] [168.0/1000.0] [batch_t 0.363 (0.451)] [data_t 0.015] [optim_t 0.348] [lr 0.002798] [CE 4.240 (4.385)] [KD 3.545 (3.697)] +2024-10-16 01:14:42,488 - Train: 16.81% [210250/1251000] [168.1/1000.0] [batch_t 0.403 (0.429)] [data_t 0.015] [optim_t 0.388] [lr 0.002798] [CE 4.830 (4.339)] [KD 4.107 (3.655)] +2024-10-16 01:15:04,162 - Train: 16.81% [210300/1251000] [168.1/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.346] [lr 0.002798] [CE 4.194 (4.360)] [KD 3.392 (3.671)] +2024-10-16 01:15:25,552 - Train: 16.81% [210350/1251000] [168.1/1000.0] [batch_t 0.572 (0.428)] [data_t 0.015] [optim_t 0.557] [lr 0.002798] [CE 4.092 (4.313)] [KD 3.712 (3.680)] +2024-10-16 01:15:47,092 - Train: 16.82% [210400/1251000] [168.2/1000.0] [batch_t 0.411 (0.431)] [data_t 0.015] [optim_t 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[CE 4.701 (4.337)] [KD 3.863 (3.697)] +2024-10-16 01:20:05,837 - Train: 16.87% [211000/1251000] [168.7/1000.0] [batch_t 0.406 (0.423)] [data_t 0.015] [optim_t 0.390] [lr 0.002796] [CE 3.829 (4.291)] [KD 3.313 (3.664)] +2024-10-16 01:20:26,810 - Train: 16.87% [211050/1251000] [168.7/1000.0] [batch_t 0.359 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.002796] [CE 4.538 (4.255)] [KD 3.772 (3.629)] +2024-10-16 01:20:48,395 - Train: 16.87% [211100/1251000] [168.7/1000.0] [batch_t 0.482 (0.432)] [data_t 0.015] [optim_t 0.466] [lr 0.002796] [CE 4.196 (4.351)] [KD 3.727 (3.718)] +2024-10-16 01:21:09,454 - Train: 16.88% [211150/1251000] [168.8/1000.0] [batch_t 0.362 (0.421)] [data_t 0.016] [optim_t 0.346] [lr 0.002796] [CE 4.231 (4.283)] [KD 3.728 (3.702)] +2024-10-16 01:21:30,630 - Train: 16.88% [211200/1251000] [168.8/1000.0] [batch_t 0.385 (0.423)] [data_t 0.015] [optim_t 0.370] [lr 0.002796] [CE 3.506 (4.326)] [KD 3.442 (3.748)] +2024-10-16 01:21:51,453 - Train: 16.89% [211250/1251000] [168.9/1000.0] [batch_t 0.363 (0.416)] [data_t 0.015] [optim_t 0.347] [lr 0.002796] [CE 5.011 (4.268)] [KD 3.899 (3.716)] +2024-10-16 01:22:12,098 - Train: 16.89% [211300/1251000] [168.9/1000.0] [batch_t 0.362 (0.413)] [data_t 0.015] [optim_t 0.346] [lr 0.002796] [CE 4.649 (4.323)] [KD 4.140 (3.769)] +2024-10-16 01:22:33,332 - Train: 16.89% [211350/1251000] [168.9/1000.0] [batch_t 0.461 (0.425)] [data_t 0.015] [optim_t 0.445] [lr 0.002796] [CE 4.740 (4.296)] [KD 3.795 (3.661)] +2024-10-16 01:22:54,311 - Train: 16.90% [211400/1251000] [169.0/1000.0] [batch_t 0.444 (0.419)] [data_t 0.015] [optim_t 0.429] [lr 0.002796] [CE 4.633 (4.395)] [KD 3.658 (3.741)] +2024-10-16 01:23:01,492 - ==> Total time: 1 day, 1:41:10 Eta: 5 days, 6:18:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 01:23:21,530 - Train: 16.90% [211450/1251000] [169.0/1000.0] [batch_t 0.363 (0.439)] [data_t 0.015] [optim_t 0.348] [lr 0.002796] [CE 4.347 (4.355)] [KD 3.547 (3.689)] +2024-10-16 01:23:42,239 - Train: 16.91% [211500/1251000] [169.1/1000.0] [batch_t 0.421 (0.414)] [data_t 0.015] [optim_t 0.406] [lr 0.002795] [CE 3.783 (4.259)] [KD 3.542 (3.678)] +2024-10-16 01:24:03,390 - Train: 16.91% [211550/1251000] [169.1/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.343] [lr 0.002795] [CE 4.475 (4.240)] [KD 3.951 (3.663)] +2024-10-16 01:24:24,831 - Train: 16.91% [211600/1251000] [169.1/1000.0] [batch_t 0.401 (0.429)] [data_t 0.015] [optim_t 0.386] [lr 0.002795] [CE 4.155 (4.347)] [KD 3.695 (3.719)] +2024-10-16 01:24:45,674 - Train: 16.92% [211650/1251000] [169.2/1000.0] [batch_t 0.440 (0.417)] [data_t 0.015] [optim_t 0.425] [lr 0.002795] [CE 3.946 (4.324)] [KD 3.605 (3.692)] +2024-10-16 01:25:06,458 - Train: 16.92% [211700/1251000] [169.2/1000.0] [batch_t 0.428 (0.416)] [data_t 0.016] [optim_t 0.412] [lr 0.002795] [CE 4.325 (4.255)] [KD 3.762 (3.601)] +2024-10-16 01:25:27,611 - Train: 16.93% [211750/1251000] [169.3/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.002795] [CE 3.730 (4.282)] [KD 3.447 (3.642)] +2024-10-16 01:25:48,489 - Train: 16.93% [211800/1251000] [169.3/1000.0] [batch_t 0.470 (0.417)] [data_t 0.015] [optim_t 0.455] [lr 0.002795] [CE 4.167 (4.366)] [KD 3.683 (3.721)] +2024-10-16 01:26:09,388 - Train: 16.93% [211850/1251000] [169.3/1000.0] [batch_t 0.464 (0.418)] [data_t 0.015] [optim_t 0.448] [lr 0.002795] [CE 4.279 (4.375)] [KD 3.638 (3.730)] +2024-10-16 01:26:30,621 - Train: 16.94% [211900/1251000] [169.4/1000.0] [batch_t 0.394 (0.425)] [data_t 0.015] [optim_t 0.378] [lr 0.002795] [CE 4.867 (4.349)] [KD 3.681 (3.693)] +2024-10-16 01:26:52,000 - Train: 16.94% [211950/1251000] [169.4/1000.0] [batch_t 0.477 (0.427)] [data_t 0.015] [optim_t 0.462] [lr 0.002795] [CE 4.345 (4.348)] [KD 3.528 (3.663)] +2024-10-16 01:27:13,455 - Train: 16.95% [212000/1251000] [169.5/1000.0] [batch_t 0.396 (0.429)] [data_t 0.015] [optim_t 0.380] [lr 0.002794] [CE 4.221 (4.305)] [KD 3.800 (3.620)] +2024-10-16 01:27:34,738 - Train: 16.95% [212050/1251000] [169.5/1000.0] [batch_t 0.365 (0.426)] [data_t 0.015] [optim_t 0.349] [lr 0.002794] [CE 4.134 (4.273)] [KD 3.648 (3.738)] +2024-10-16 01:27:56,814 - Train: 16.95% [212100/1251000] [169.5/1000.0] [batch_t 0.475 (0.441)] [data_t 0.016] [optim_t 0.460] [lr 0.002794] [CE 4.303 (4.344)] [KD 3.495 (3.686)] +2024-10-16 01:28:18,815 - Train: 16.96% [212150/1251000] [169.6/1000.0] [batch_t 0.439 (0.440)] [data_t 0.015] [optim_t 0.423] [lr 0.002794] [CE 3.912 (4.254)] [KD 3.515 (3.677)] +2024-10-16 01:28:40,278 - Train: 16.96% [212200/1251000] [169.6/1000.0] [batch_t 0.443 (0.429)] [data_t 0.015] [optim_t 0.428] [lr 0.002794] [CE 4.526 (4.355)] [KD 3.642 (3.667)] +2024-10-16 01:29:01,484 - Train: 16.97% [212250/1251000] [169.7/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.002794] [CE 4.258 (4.319)] [KD 3.752 (3.723)] +2024-10-16 01:29:23,267 - Train: 16.97% [212300/1251000] [169.7/1000.0] [batch_t 0.387 (0.436)] [data_t 0.016] [optim_t 0.372] [lr 0.002794] [CE 3.899 (4.290)] [KD 3.416 (3.773)] +2024-10-16 01:29:44,872 - Train: 16.97% [212350/1251000] [169.7/1000.0] [batch_t 0.411 (0.432)] [data_t 0.015] [optim_t 0.395] [lr 0.002794] [CE 4.229 (4.336)] [KD 3.619 (3.762)] +2024-10-16 01:30:06,309 - Train: 16.98% [212400/1251000] [169.8/1000.0] [batch_t 0.435 (0.429)] [data_t 0.015] [optim_t 0.420] [lr 0.002794] [CE 4.462 (4.238)] [KD 3.503 (3.637)] +2024-10-16 01:30:28,228 - Train: 16.98% [212450/1251000] [169.8/1000.0] [batch_t 0.361 (0.438)] [data_t 0.015] [optim_t 0.345] [lr 0.002794] [CE 4.448 (4.285)] [KD 3.775 (3.670)] +2024-10-16 01:30:49,882 - Train: 16.99% [212500/1251000] [169.9/1000.0] [batch_t 0.420 (0.433)] [data_t 0.015] [optim_t 0.405] [lr 0.002794] [CE 4.131 (4.333)] [KD 3.519 (3.693)] +2024-10-16 01:31:10,797 - Train: 16.99% [212550/1251000] [169.9/1000.0] [batch_t 0.402 (0.418)] [data_t 0.015] [optim_t 0.386] [lr 0.002793] [CE 4.151 (4.248)] [KD 3.534 (3.648)] +2024-10-16 01:31:31,955 - Train: 16.99% [212600/1251000] [169.9/1000.0] [batch_t 0.389 (0.423)] [data_t 0.015] [optim_t 0.374] [lr 0.002793] [CE 4.233 (4.372)] [KD 3.605 (3.759)] +2024-10-16 01:31:53,491 - Train: 17.00% [212650/1251000] [170.0/1000.0] [batch_t 0.481 (0.431)] [data_t 0.015] [optim_t 0.466] [lr 0.002793] [CE 4.685 (4.471)] [KD 4.115 (3.816)] +2024-10-16 01:32:21,962 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 37175] [top5_cnt 46247] [top_all 50000] +2024-10-16 01:32:21,963 - net: 74.350 (92.494) +2024-10-16 01:32:43,479 - Test (net_E): 100.00% [50/50] [batch_t 0.137 (0.422)] [top1_cnt 39572] [top5_cnt 47339] [top_all 50000] +2024-10-16 01:32:43,480 - net_E: 79.144 (94.678) +2024-10-16 01:32:43,663 - Max [top1: 74.426 (epoch: 150)] [top1-ema: 79.146 (epoch: 155)] +2024-10-16 01:32:43,663 - ==> Total time: 1 day, 1:50:52 Eta: 5 days, 6:11:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 01:33:00,885 - Train: 17.00% [212700/1251000] [170.0/1000.0] [batch_t 0.462 (0.526)] [data_t 0.015] [optim_t 0.447] [lr 0.002793] [CE 4.282 (4.324)] [KD 3.458 (3.639)] +2024-10-16 01:33:22,982 - Train: 17.01% [212750/1251000] [170.1/1000.0] [batch_t 0.525 (0.442)] [data_t 0.016] [optim_t 0.509] [lr 0.002793] [CE 4.469 (4.335)] [KD 3.468 (3.646)] +2024-10-16 01:33:44,204 - Train: 17.01% [212800/1251000] [170.1/1000.0] [batch_t 0.520 (0.424)] [data_t 0.015] [optim_t 0.504] [lr 0.002793] [CE 4.215 (4.268)] [KD 3.404 (3.591)] +2024-10-16 01:34:04,622 - Train: 17.01% [212850/1251000] [170.1/1000.0] [batch_t 0.439 (0.408)] [data_t 0.015] [optim_t 0.424] [lr 0.002793] [CE 4.466 (4.289)] [KD 3.739 (3.659)] +2024-10-16 01:34:25,933 - Train: 17.02% [212900/1251000] [170.2/1000.0] [batch_t 0.400 (0.426)] [data_t 0.015] [optim_t 0.384] [lr 0.002793] [CE 4.477 (4.345)] [KD 3.824 (3.736)] +2024-10-16 01:34:47,577 - Train: 17.02% [212950/1251000] [170.2/1000.0] [batch_t 0.402 (0.433)] [data_t 0.015] [optim_t 0.387] [lr 0.002793] [CE 4.868 (4.348)] [KD 3.672 (3.672)] +2024-10-16 01:35:08,825 - Train: 17.03% [213000/1251000] [170.3/1000.0] [batch_t 0.360 (0.425)] [data_t 0.016] [optim_t 0.344] [lr 0.002793] [CE 4.230 (4.269)] [KD 3.707 (3.605)] +2024-10-16 01:35:29,596 - Train: 17.03% [213050/1251000] [170.3/1000.0] [batch_t 0.417 (0.415)] [data_t 0.015] [optim_t 0.401] [lr 0.002792] [CE 4.099 (4.349)] [KD 3.571 (3.701)] +2024-10-16 01:35:50,213 - Train: 17.03% [213100/1251000] [170.3/1000.0] [batch_t 0.437 (0.412)] [data_t 0.015] [optim_t 0.422] [lr 0.002792] [CE 4.414 (4.326)] [KD 3.761 (3.671)] +2024-10-16 01:36:11,216 - Train: 17.04% [213150/1251000] [170.4/1000.0] [batch_t 0.418 (0.420)] [data_t 0.016] [optim_t 0.403] [lr 0.002792] [CE 3.948 (4.222)] [KD 3.688 (3.642)] +2024-10-16 01:36:31,889 - Train: 17.04% [213200/1251000] [170.4/1000.0] [batch_t 0.525 (0.413)] [data_t 0.015] [optim_t 0.510] [lr 0.002792] [CE 4.734 (4.337)] [KD 3.933 (3.745)] +2024-10-16 01:36:53,406 - Train: 17.05% [213250/1251000] [170.5/1000.0] [batch_t 0.439 (0.430)] [data_t 0.015] [optim_t 0.423] [lr 0.002792] [CE 4.566 (4.327)] [KD 3.766 (3.680)] +2024-10-16 01:37:14,771 - Train: 17.05% [213300/1251000] [170.5/1000.0] [batch_t 0.387 (0.427)] [data_t 0.016] [optim_t 0.372] [lr 0.002792] [CE 4.384 (4.319)] [KD 3.588 (3.702)] +2024-10-16 01:37:36,340 - Train: 17.05% [213350/1251000] [170.5/1000.0] [batch_t 0.508 (0.431)] [data_t 0.016] [optim_t 0.492] [lr 0.002792] [CE 3.890 (4.310)] [KD 3.482 (3.705)] +2024-10-16 01:37:58,240 - Train: 17.06% [213400/1251000] [170.6/1000.0] [batch_t 0.467 (0.438)] [data_t 0.015] [optim_t 0.452] [lr 0.002792] [CE 4.593 (4.430)] [KD 3.684 (3.736)] +2024-10-16 01:38:19,697 - Train: 17.06% [213450/1251000] [170.6/1000.0] [batch_t 0.492 (0.429)] [data_t 0.015] [optim_t 0.476] [lr 0.002792] [CE 4.313 (4.356)] [KD 3.822 (3.663)] +2024-10-16 01:38:41,248 - Train: 17.07% [213500/1251000] [170.7/1000.0] [batch_t 0.376 (0.431)] [data_t 0.015] [optim_t 0.361] [lr 0.002792] [CE 4.307 (4.312)] [KD 3.644 (3.678)] +2024-10-16 01:39:02,204 - Train: 17.07% [213550/1251000] [170.7/1000.0] [batch_t 0.374 (0.419)] [data_t 0.016] [optim_t 0.359] [lr 0.002792] [CE 4.299 (4.303)] [KD 3.787 (3.648)] +2024-10-16 01:39:23,818 - Train: 17.07% [213600/1251000] [170.7/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.002791] [CE 4.337 (4.333)] [KD 3.909 (3.738)] +2024-10-16 01:39:45,146 - Train: 17.08% [213650/1251000] [170.8/1000.0] [batch_t 0.481 (0.426)] [data_t 0.015] [optim_t 0.466] [lr 0.002791] [CE 4.733 (4.337)] [KD 3.939 (3.701)] +2024-10-16 01:40:06,094 - Train: 17.08% [213700/1251000] [170.8/1000.0] [batch_t 0.375 (0.419)] [data_t 0.016] [optim_t 0.359] [lr 0.002791] [CE 4.866 (4.296)] [KD 3.899 (3.757)] +2024-10-16 01:40:27,234 - Train: 17.09% [213750/1251000] [170.9/1000.0] [batch_t 0.454 (0.423)] [data_t 0.016] [optim_t 0.439] [lr 0.002791] [CE 4.701 (4.279)] [KD 3.993 (3.694)] +2024-10-16 01:40:48,446 - Train: 17.09% [213800/1251000] [170.9/1000.0] [batch_t 0.402 (0.424)] [data_t 0.016] [optim_t 0.386] [lr 0.002791] [CE 4.196 (4.390)] [KD 3.573 (3.753)] +2024-10-16 01:41:09,614 - Train: 17.09% [213850/1251000] [170.9/1000.0] [batch_t 0.406 (0.423)] [data_t 0.016] [optim_t 0.391] [lr 0.002791] [CE 3.894 (4.344)] [KD 3.643 (3.707)] +2024-10-16 01:41:31,864 - Train: 17.10% [213900/1251000] [171.0/1000.0] [batch_t 0.391 (0.445)] [data_t 0.016] [optim_t 0.375] [lr 0.002791] [CE 4.526 (4.255)] [KD 3.728 (3.669)] +2024-10-16 01:41:40,065 - ==> Total time: 1 day, 1:59:48 Eta: 5 days, 6:01:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 01:41:57,905 - Train: 17.10% [213950/1251000] [171.0/1000.0] [batch_t 0.362 (0.564)] [data_t 0.016] [optim_t 0.347] [lr 0.002791] [CE 4.087 (4.239)] [KD 3.452 (3.615)] +2024-10-16 01:42:18,537 - Train: 17.11% [214000/1251000] [171.1/1000.0] [batch_t 0.370 (0.412)] [data_t 0.016] [optim_t 0.355] [lr 0.002791] [CE 4.399 (4.305)] [KD 3.841 (3.659)] +2024-10-16 01:42:40,088 - Train: 17.11% [214050/1251000] [171.1/1000.0] [batch_t 0.366 (0.431)] [data_t 0.015] [optim_t 0.351] [lr 0.002791] [CE 4.394 (4.376)] [KD 3.609 (3.712)] +2024-10-16 01:43:02,247 - Train: 17.11% [214100/1251000] [171.1/1000.0] [batch_t 0.504 (0.443)] [data_t 0.015] [optim_t 0.489] [lr 0.002790] [CE 4.692 (4.290)] [KD 3.939 (3.672)] +2024-10-16 01:43:24,110 - Train: 17.12% [214150/1251000] [171.2/1000.0] [batch_t 0.404 (0.437)] [data_t 0.016] [optim_t 0.388] [lr 0.002790] [CE 3.638 (4.338)] [KD 3.406 (3.658)] +2024-10-16 01:43:46,060 - Train: 17.12% [214200/1251000] [171.2/1000.0] [batch_t 0.421 (0.439)] [data_t 0.079] [optim_t 0.343] [lr 0.002790] [CE 4.067 (4.325)] [KD 3.515 (3.691)] +2024-10-16 01:44:07,452 - Train: 17.13% [214250/1251000] [171.3/1000.0] [batch_t 0.416 (0.428)] [data_t 0.071] [optim_t 0.344] [lr 0.002790] [CE 4.601 (4.296)] [KD 3.916 (3.704)] +2024-10-16 01:44:28,484 - Train: 17.13% [214300/1251000] [171.3/1000.0] [batch_t 0.381 (0.421)] [data_t 0.038] [optim_t 0.343] [lr 0.002790] [CE 3.940 (4.310)] [KD 3.723 (3.641)] +2024-10-16 01:44:50,188 - Train: 17.13% [214350/1251000] [171.3/1000.0] [batch_t 0.462 (0.434)] [data_t 0.015] [optim_t 0.447] [lr 0.002790] [CE 4.205 (4.321)] [KD 3.427 (3.606)] +2024-10-16 01:45:11,316 - Train: 17.14% [214400/1251000] [171.4/1000.0] [batch_t 0.381 (0.422)] [data_t 0.016] [optim_t 0.365] [lr 0.002790] [CE 4.601 (4.348)] [KD 3.593 (3.614)] +2024-10-16 01:45:32,573 - Train: 17.14% [214450/1251000] [171.4/1000.0] [batch_t 0.402 (0.425)] [data_t 0.016] [optim_t 0.387] [lr 0.002790] [CE 3.350 (4.329)] [KD 3.306 (3.728)] +2024-10-16 01:45:53,758 - Train: 17.15% [214500/1251000] [171.5/1000.0] [batch_t 0.453 (0.424)] [data_t 0.015] [optim_t 0.438] [lr 0.002790] [CE 4.305 (4.337)] [KD 3.599 (3.690)] +2024-10-16 01:46:15,058 - Train: 17.15% [214550/1251000] [171.5/1000.0] [batch_t 0.477 (0.426)] [data_t 0.016] [optim_t 0.462] [lr 0.002790] [CE 4.573 (4.322)] [KD 3.880 (3.705)] +2024-10-16 01:46:36,373 - Train: 17.15% [214600/1251000] [171.5/1000.0] [batch_t 0.384 (0.426)] [data_t 0.016] [optim_t 0.369] [lr 0.002790] [CE 4.249 (4.319)] [KD 3.767 (3.719)] +2024-10-16 01:46:57,377 - Train: 17.16% [214650/1251000] [171.6/1000.0] [batch_t 0.367 (0.420)] [data_t 0.015] [optim_t 0.352] [lr 0.002789] [CE 4.546 (4.313)] [KD 3.801 (3.685)] +2024-10-16 01:47:18,690 - Train: 17.16% [214700/1251000] [171.6/1000.0] [batch_t 0.421 (0.426)] [data_t 0.015] [optim_t 0.406] [lr 0.002789] [CE 4.437 (4.363)] [KD 4.049 (3.792)] +2024-10-16 01:47:39,753 - Train: 17.17% [214750/1251000] [171.7/1000.0] [batch_t 0.418 (0.421)] [data_t 0.015] [optim_t 0.403] [lr 0.002789] [CE 4.312 (4.302)] [KD 3.613 (3.642)] +2024-10-16 01:48:01,360 - Train: 17.17% [214800/1251000] [171.7/1000.0] [batch_t 0.446 (0.432)] [data_t 0.015] [optim_t 0.431] [lr 0.002789] [CE 4.416 (4.312)] [KD 3.850 (3.653)] +2024-10-16 01:48:22,120 - Train: 17.17% [214850/1251000] [171.7/1000.0] [batch_t 0.404 (0.415)] [data_t 0.015] [optim_t 0.389] [lr 0.002789] [CE 3.886 (4.285)] [KD 3.363 (3.694)] +2024-10-16 01:48:43,734 - Train: 17.18% [214900/1251000] [171.8/1000.0] [batch_t 0.431 (0.432)] [data_t 0.016] [optim_t 0.416] [lr 0.002789] [CE 4.049 (4.264)] [KD 3.636 (3.679)] +2024-10-16 01:49:05,184 - Train: 17.18% [214950/1251000] [171.8/1000.0] [batch_t 0.492 (0.429)] [data_t 0.016] [optim_t 0.476] [lr 0.002789] [CE 4.367 (4.212)] [KD 3.869 (3.632)] +2024-10-16 01:49:26,337 - Train: 17.19% [215000/1251000] [171.9/1000.0] [batch_t 0.429 (0.423)] [data_t 0.015] [optim_t 0.414] [lr 0.002789] [CE 4.766 (4.323)] [KD 3.930 (3.673)] +2024-10-16 01:49:47,625 - Train: 17.19% [215050/1251000] [171.9/1000.0] [batch_t 0.395 (0.426)] [data_t 0.015] [optim_t 0.379] [lr 0.002789] [CE 4.375 (4.284)] [KD 3.487 (3.639)] +2024-10-16 01:50:08,564 - Train: 17.19% [215100/1251000] [171.9/1000.0] [batch_t 0.412 (0.419)] [data_t 0.015] [optim_t 0.396] [lr 0.002789] [CE 4.020 (4.389)] [KD 3.614 (3.765)] +2024-10-16 01:50:29,522 - Train: 17.20% [215150/1251000] [172.0/1000.0] [batch_t 0.465 (0.419)] [data_t 0.015] [optim_t 0.450] [lr 0.002788] [CE 4.388 (4.398)] [KD 3.623 (3.700)] +2024-10-16 01:50:38,015 - ==> Total time: 1 day, 2:08:46 Eta: 5 days, 5:52:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 01:50:54,819 - Train: 17.20% [215200/1251000] [172.0/1000.0] [batch_t 0.578 (0.551)] [data_t 0.015] [optim_t 0.563] [lr 0.002788] [CE 4.095 (4.340)] [KD 3.581 (3.659)] +2024-10-16 01:51:15,747 - Train: 17.21% [215250/1251000] [172.1/1000.0] [batch_t 0.397 (0.418)] [data_t 0.015] [optim_t 0.382] [lr 0.002788] [CE 4.590 (4.303)] [KD 3.867 (3.643)] +2024-10-16 01:51:36,336 - Train: 17.21% [215300/1251000] [172.1/1000.0] [batch_t 0.428 (0.412)] [data_t 0.015] [optim_t 0.413] [lr 0.002788] [CE 4.549 (4.297)] [KD 3.795 (3.640)] +2024-10-16 01:51:56,782 - Train: 17.21% [215350/1251000] [172.1/1000.0] [batch_t 0.361 (0.409)] [data_t 0.015] [optim_t 0.346] [lr 0.002788] [CE 4.211 (4.348)] [KD 3.729 (3.659)] +2024-10-16 01:52:17,096 - Train: 17.22% [215400/1251000] [172.2/1000.0] [batch_t 0.398 (0.406)] [data_t 0.015] [optim_t 0.382] [lr 0.002788] [CE 4.294 (4.345)] [KD 3.708 (3.681)] +2024-10-16 01:52:37,473 - Train: 17.22% [215450/1251000] [172.2/1000.0] [batch_t 0.360 (0.407)] [data_t 0.015] [optim_t 0.344] [lr 0.002788] [CE 4.216 (4.285)] [KD 3.537 (3.668)] +2024-10-16 01:52:58,105 - Train: 17.23% [215500/1251000] [172.3/1000.0] [batch_t 0.414 (0.413)] [data_t 0.067] [optim_t 0.347] [lr 0.002788] [CE 4.331 (4.305)] [KD 3.950 (3.677)] +2024-10-16 01:53:19,233 - Train: 17.23% [215550/1251000] [172.3/1000.0] [batch_t 0.410 (0.422)] [data_t 0.067] [optim_t 0.343] [lr 0.002788] [CE 3.859 (4.281)] [KD 3.577 (3.654)] +2024-10-16 01:53:40,242 - Train: 17.23% [215600/1251000] [172.3/1000.0] [batch_t 0.422 (0.420)] [data_t 0.077] [optim_t 0.345] [lr 0.002788] [CE 4.717 (4.317)] [KD 3.785 (3.730)] +2024-10-16 01:54:01,242 - Train: 17.24% [215650/1251000] [172.4/1000.0] [batch_t 0.425 (0.420)] [data_t 0.079] [optim_t 0.346] [lr 0.002788] [CE 4.293 (4.297)] [KD 3.660 (3.659)] +2024-10-16 01:54:22,195 - Train: 17.24% [215700/1251000] [172.4/1000.0] [batch_t 0.409 (0.419)] [data_t 0.066] [optim_t 0.343] [lr 0.002787] [CE 4.421 (4.313)] [KD 3.713 (3.652)] +2024-10-16 01:54:42,963 - Train: 17.25% [215750/1251000] [172.5/1000.0] [batch_t 0.396 (0.415)] [data_t 0.051] [optim_t 0.345] [lr 0.002787] [CE 4.273 (4.277)] [KD 3.739 (3.654)] +2024-10-16 01:55:04,044 - Train: 17.25% [215800/1251000] [172.5/1000.0] [batch_t 0.372 (0.422)] [data_t 0.030] [optim_t 0.343] [lr 0.002787] [CE 3.992 (4.326)] [KD 3.708 (3.653)] +2024-10-16 01:55:25,202 - Train: 17.25% [215850/1251000] [172.5/1000.0] [batch_t 0.373 (0.423)] [data_t 0.030] [optim_t 0.344] [lr 0.002787] [CE 3.552 (4.293)] [KD 3.238 (3.651)] +2024-10-16 01:55:46,659 - Train: 17.26% [215900/1251000] [172.6/1000.0] [batch_t 0.413 (0.429)] [data_t 0.068] [optim_t 0.345] [lr 0.002787] [CE 4.377 (4.384)] [KD 3.882 (3.698)] +2024-10-16 01:56:07,772 - Train: 17.26% [215950/1251000] [172.6/1000.0] [batch_t 0.423 (0.422)] [data_t 0.079] [optim_t 0.344] [lr 0.002787] [CE 4.562 (4.327)] [KD 3.567 (3.709)] +2024-10-16 01:56:28,812 - Train: 17.27% [216000/1251000] [172.7/1000.0] [batch_t 0.381 (0.421)] [data_t 0.038] [optim_t 0.343] [lr 0.002787] [CE 3.998 (4.240)] [KD 3.395 (3.639)] +2024-10-16 01:56:50,272 - Train: 17.27% [216050/1251000] [172.7/1000.0] [batch_t 0.482 (0.429)] [data_t 0.139] [optim_t 0.342] [lr 0.002787] [CE 4.702 (4.325)] [KD 3.845 (3.707)] +2024-10-16 01:57:11,615 - Train: 17.27% [216100/1251000] [172.7/1000.0] [batch_t 0.386 (0.427)] [data_t 0.040] [optim_t 0.345] [lr 0.002787] [CE 4.589 (4.341)] [KD 3.750 (3.685)] +2024-10-16 01:57:32,764 - Train: 17.28% [216150/1251000] [172.8/1000.0] [batch_t 0.415 (0.423)] [data_t 0.072] [optim_t 0.343] [lr 0.002787] [CE 4.490 (4.297)] [KD 3.810 (3.618)] +2024-10-16 01:57:53,665 - Train: 17.28% [216200/1251000] [172.8/1000.0] [batch_t 0.433 (0.418)] [data_t 0.090] [optim_t 0.343] [lr 0.002786] [CE 4.297 (4.378)] [KD 3.709 (3.681)] +2024-10-16 01:58:14,398 - Train: 17.29% [216250/1251000] [172.9/1000.0] [batch_t 0.363 (0.415)] [data_t 0.015] [optim_t 0.347] [lr 0.002786] [CE 4.294 (4.318)] [KD 3.824 (3.690)] +2024-10-16 01:58:35,349 - Train: 17.29% [216300/1251000] [172.9/1000.0] [batch_t 0.453 (0.419)] [data_t 0.110] [optim_t 0.343] [lr 0.002786] [CE 4.205 (4.275)] [KD 3.418 (3.717)] +2024-10-16 01:58:56,633 - Train: 17.29% [216350/1251000] [172.9/1000.0] [batch_t 0.411 (0.426)] [data_t 0.065] [optim_t 0.347] [lr 0.002786] [CE 4.684 (4.337)] [KD 3.678 (3.637)] +2024-10-16 01:59:17,063 - Train: 17.30% [216400/1251000] [173.0/1000.0] [batch_t 0.405 (0.408)] [data_t 0.061] [optim_t 0.344] [lr 0.002786] [CE 4.550 (4.322)] [KD 3.918 (3.697)] +2024-10-16 01:59:25,852 - ==> Total time: 1 day, 2:17:34 Eta: 5 days, 5:41:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 01:59:41,838 - Train: 17.30% [216450/1251000] [173.0/1000.0] [batch_t 0.366 (0.538)] [data_t 0.016] [optim_t 0.351] [lr 0.002786] [CE 4.524 (4.227)] [KD 3.761 (3.614)] +2024-10-16 02:00:03,965 - Train: 17.31% [216500/1251000] [173.1/1000.0] [batch_t 0.472 (0.442)] [data_t 0.016] [optim_t 0.456] [lr 0.002786] [CE 4.316 (4.230)] [KD 3.904 (3.626)] +2024-10-16 02:00:24,246 - Train: 17.31% [216550/1251000] [173.1/1000.0] [batch_t 0.386 (0.406)] [data_t 0.015] [optim_t 0.371] [lr 0.002786] [CE 3.507 (4.290)] [KD 3.533 (3.669)] +2024-10-16 02:00:44,782 - Train: 17.31% [216600/1251000] [173.1/1000.0] [batch_t 0.453 (0.411)] [data_t 0.109] [optim_t 0.344] [lr 0.002786] [CE 4.462 (4.295)] [KD 3.769 (3.682)] +2024-10-16 02:01:05,541 - Train: 17.32% [216650/1251000] [173.2/1000.0] [batch_t 0.418 (0.415)] [data_t 0.076] [optim_t 0.342] [lr 0.002786] [CE 4.221 (4.261)] [KD 3.614 (3.678)] +2024-10-16 02:01:26,568 - Train: 17.32% [216700/1251000] [173.2/1000.0] [batch_t 0.412 (0.420)] [data_t 0.069] [optim_t 0.343] [lr 0.002785] [CE 4.512 (4.303)] [KD 3.851 (3.644)] +2024-10-16 02:01:47,738 - Train: 17.33% [216750/1251000] [173.3/1000.0] [batch_t 0.402 (0.423)] [data_t 0.057] [optim_t 0.344] [lr 0.002785] [CE 4.075 (4.294)] [KD 3.306 (3.639)] +2024-10-16 02:02:08,766 - Train: 17.33% [216800/1251000] [173.3/1000.0] [batch_t 0.383 (0.420)] [data_t 0.040] [optim_t 0.343] [lr 0.002785] [CE 4.609 (4.366)] [KD 3.616 (3.719)] +2024-10-16 02:02:29,540 - Train: 17.33% [216850/1251000] [173.3/1000.0] [batch_t 0.390 (0.415)] [data_t 0.046] [optim_t 0.344] [lr 0.002785] [CE 4.210 (4.327)] [KD 3.402 (3.732)] +2024-10-16 02:02:50,591 - Train: 17.34% [216900/1251000] [173.4/1000.0] [batch_t 0.380 (0.421)] [data_t 0.038] [optim_t 0.342] [lr 0.002785] [CE 4.799 (4.293)] [KD 3.983 (3.671)] +2024-10-16 02:03:11,564 - Train: 17.34% [216950/1251000] [173.4/1000.0] [batch_t 0.386 (0.419)] [data_t 0.045] [optim_t 0.340] [lr 0.002785] [CE 4.574 (4.332)] [KD 3.799 (3.693)] +2024-10-16 02:03:32,228 - Train: 17.35% [217000/1251000] [173.5/1000.0] [batch_t 0.386 (0.413)] [data_t 0.043] [optim_t 0.343] [lr 0.002785] [CE 4.222 (4.337)] [KD 3.698 (3.691)] +2024-10-16 02:03:53,180 - Train: 17.35% [217050/1251000] [173.5/1000.0] [batch_t 0.379 (0.419)] [data_t 0.034] [optim_t 0.345] [lr 0.002785] [CE 4.396 (4.306)] [KD 3.864 (3.687)] +2024-10-16 02:04:14,117 - Train: 17.35% [217100/1251000] [173.5/1000.0] [batch_t 0.403 (0.419)] [data_t 0.057] [optim_t 0.346] [lr 0.002785] [CE 4.645 (4.328)] [KD 3.932 (3.743)] +2024-10-16 02:04:35,355 - Train: 17.36% [217150/1251000] [173.6/1000.0] [batch_t 0.388 (0.425)] [data_t 0.045] [optim_t 0.343] [lr 0.002785] [CE 4.199 (4.319)] [KD 3.577 (3.694)] +2024-10-16 02:04:56,352 - Train: 17.36% [217200/1251000] [173.6/1000.0] [batch_t 0.421 (0.420)] [data_t 0.078] [optim_t 0.343] [lr 0.002785] [CE 4.159 (4.259)] [KD 3.510 (3.587)] +2024-10-16 02:05:17,363 - Train: 17.37% [217250/1251000] [173.7/1000.0] [batch_t 0.439 (0.420)] [data_t 0.095] [optim_t 0.344] [lr 0.002784] [CE 3.813 (4.255)] [KD 3.291 (3.656)] +2024-10-16 02:05:38,461 - Train: 17.37% [217300/1251000] [173.7/1000.0] [batch_t 0.434 (0.422)] [data_t 0.091] [optim_t 0.344] [lr 0.002784] [CE 4.488 (4.291)] [KD 3.719 (3.650)] +2024-10-16 02:05:59,542 - Train: 17.37% [217350/1251000] [173.7/1000.0] [batch_t 0.407 (0.422)] [data_t 0.064] [optim_t 0.343] [lr 0.002784] [CE 4.529 (4.356)] [KD 3.817 (3.711)] +2024-10-16 02:06:20,595 - Train: 17.38% [217400/1251000] [173.8/1000.0] [batch_t 0.363 (0.421)] [data_t 0.021] [optim_t 0.343] [lr 0.002784] [CE 4.364 (4.285)] [KD 3.661 (3.677)] +2024-10-16 02:06:41,510 - Train: 17.38% [217450/1251000] [173.8/1000.0] [batch_t 0.395 (0.418)] [data_t 0.052] [optim_t 0.343] [lr 0.002784] [CE 3.939 (4.301)] [KD 3.451 (3.707)] +2024-10-16 02:07:02,534 - Train: 17.39% [217500/1251000] [173.9/1000.0] [batch_t 0.449 (0.420)] [data_t 0.103] [optim_t 0.346] [lr 0.002784] [CE 4.437 (4.295)] [KD 3.609 (3.662)] +2024-10-16 02:07:23,741 - Train: 17.39% [217550/1251000] [173.9/1000.0] [batch_t 0.436 (0.424)] [data_t 0.092] [optim_t 0.344] [lr 0.002784] [CE 4.045 (4.329)] [KD 3.374 (3.645)] +2024-10-16 02:07:44,740 - Train: 17.39% [217600/1251000] [173.9/1000.0] [batch_t 0.446 (0.420)] [data_t 0.102] [optim_t 0.344] [lr 0.002784] [CE 4.144 (4.301)] [KD 3.569 (3.704)] +2024-10-16 02:08:05,588 - Train: 17.40% [217650/1251000] [174.0/1000.0] [batch_t 0.426 (0.417)] [data_t 0.084] [optim_t 0.342] [lr 0.002784] [CE 3.683 (4.307)] [KD 3.172 (3.735)] +2024-10-16 02:08:15,505 - ==> Total time: 1 day, 2:26:24 Eta: 5 days, 5:30:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 02:08:31,373 - Train: 17.40% [217700/1251000] [174.0/1000.0] [batch_t 0.359 (0.552)] [data_t 0.016] [optim_t 0.343] [lr 0.002784] [CE 4.726 (4.255)] [KD 3.836 (3.627)] +2024-10-16 02:08:52,756 - Train: 17.41% [217750/1251000] [174.1/1000.0] [batch_t 0.407 (0.428)] [data_t 0.015] [optim_t 0.391] [lr 0.002783] [CE 4.623 (4.311)] [KD 3.713 (3.658)] +2024-10-16 02:09:13,042 - Train: 17.41% [217800/1251000] [174.1/1000.0] [batch_t 0.411 (0.406)] [data_t 0.015] [optim_t 0.396] [lr 0.002783] [CE 4.363 (4.371)] [KD 3.465 (3.710)] +2024-10-16 02:09:34,203 - Train: 17.41% [217850/1251000] [174.1/1000.0] [batch_t 0.459 (0.423)] [data_t 0.114] [optim_t 0.344] [lr 0.002783] [CE 4.235 (4.309)] [KD 3.502 (3.681)] +2024-10-16 02:09:55,318 - Train: 17.42% [217900/1251000] [174.2/1000.0] [batch_t 0.430 (0.422)] [data_t 0.089] [optim_t 0.341] [lr 0.002783] [CE 4.244 (4.352)] [KD 3.734 (3.693)] +2024-10-16 02:10:15,831 - Train: 17.42% [217950/1251000] [174.2/1000.0] [batch_t 0.405 (0.410)] [data_t 0.061] [optim_t 0.344] [lr 0.002783] [CE 4.104 (4.347)] [KD 3.657 (3.648)] +2024-10-16 02:10:36,782 - Train: 17.43% [218000/1251000] [174.3/1000.0] [batch_t 0.474 (0.419)] [data_t 0.131] [optim_t 0.343] [lr 0.002783] [CE 4.462 (4.285)] [KD 3.749 (3.647)] +2024-10-16 02:10:57,388 - Train: 17.43% [218050/1251000] [174.3/1000.0] [batch_t 0.408 (0.412)] [data_t 0.062] [optim_t 0.346] [lr 0.002783] [CE 4.183 (4.364)] [KD 3.555 (3.680)] +2024-10-16 02:11:18,594 - Train: 17.43% [218100/1251000] [174.3/1000.0] [batch_t 0.501 (0.424)] [data_t 0.157] [optim_t 0.344] [lr 0.002783] [CE 4.569 (4.349)] [KD 3.679 (3.646)] +2024-10-16 02:11:39,798 - Train: 17.44% [218150/1251000] [174.4/1000.0] [batch_t 0.395 (0.424)] [data_t 0.052] [optim_t 0.343] [lr 0.002783] [CE 4.113 (4.342)] [KD 3.587 (3.700)] +2024-10-16 02:12:00,910 - Train: 17.44% [218200/1251000] [174.4/1000.0] [batch_t 0.496 (0.422)] [data_t 0.016] [optim_t 0.480] [lr 0.002783] [CE 4.264 (4.376)] [KD 3.867 (3.754)] +2024-10-16 02:12:21,854 - Train: 17.45% [218250/1251000] [174.5/1000.0] [batch_t 0.395 (0.419)] [data_t 0.053] [optim_t 0.342] [lr 0.002782] [CE 4.700 (4.362)] [KD 3.913 (3.713)] +2024-10-16 02:12:42,528 - Train: 17.45% [218300/1251000] [174.5/1000.0] [batch_t 0.459 (0.413)] [data_t 0.115] [optim_t 0.344] [lr 0.002782] [CE 4.377 (4.299)] [KD 3.663 (3.668)] +2024-10-16 02:13:03,543 - Train: 17.45% [218350/1251000] [174.5/1000.0] [batch_t 0.378 (0.420)] [data_t 0.034] [optim_t 0.344] [lr 0.002782] [CE 4.460 (4.321)] [KD 3.597 (3.654)] +2024-10-16 02:13:24,741 - Train: 17.46% [218400/1251000] [174.6/1000.0] [batch_t 0.428 (0.424)] [data_t 0.085] [optim_t 0.343] [lr 0.002782] [CE 3.836 (4.319)] [KD 3.467 (3.648)] +2024-10-16 02:13:45,553 - Train: 17.46% [218450/1251000] [174.6/1000.0] [batch_t 0.436 (0.416)] [data_t 0.092] [optim_t 0.344] [lr 0.002782] [CE 4.340 (4.303)] [KD 3.594 (3.611)] +2024-10-16 02:14:06,578 - Train: 17.47% [218500/1251000] [174.7/1000.0] [batch_t 0.505 (0.420)] [data_t 0.162] [optim_t 0.343] [lr 0.002782] [CE 4.259 (4.340)] [KD 3.496 (3.660)] +2024-10-16 02:14:28,169 - Train: 17.47% [218550/1251000] [174.7/1000.0] [batch_t 0.399 (0.432)] [data_t 0.058] [optim_t 0.341] [lr 0.002782] [CE 4.055 (4.298)] [KD 3.684 (3.687)] +2024-10-16 02:14:49,470 - Train: 17.47% [218600/1251000] [174.7/1000.0] [batch_t 0.483 (0.426)] [data_t 0.142] [optim_t 0.341] [lr 0.002782] [CE 4.576 (4.347)] [KD 3.975 (3.701)] +2024-10-16 02:15:10,449 - Train: 17.48% [218650/1251000] [174.8/1000.0] [batch_t 0.411 (0.419)] [data_t 0.070] [optim_t 0.342] [lr 0.002782] [CE 4.710 (4.274)] [KD 3.998 (3.696)] +2024-10-16 02:15:31,656 - Train: 17.48% [218700/1251000] [174.8/1000.0] [batch_t 0.496 (0.424)] [data_t 0.153] [optim_t 0.343] [lr 0.002782] [CE 4.969 (4.317)] [KD 4.213 (3.647)] +2024-10-16 02:15:52,592 - Train: 17.49% [218750/1251000] [174.9/1000.0] [batch_t 0.411 (0.419)] [data_t 0.069] [optim_t 0.342] [lr 0.002782] [CE 4.978 (4.351)] [KD 4.108 (3.758)] +2024-10-16 02:16:13,558 - Train: 17.49% [218800/1251000] [174.9/1000.0] [batch_t 0.405 (0.419)] [data_t 0.059] [optim_t 0.346] [lr 0.002781] [CE 4.216 (4.303)] [KD 3.578 (3.660)] +2024-10-16 02:16:35,017 - Train: 17.49% [218850/1251000] [174.9/1000.0] [batch_t 0.456 (0.429)] [data_t 0.015] [optim_t 0.440] [lr 0.002781] [CE 4.415 (4.267)] [KD 3.745 (3.615)] +2024-10-16 02:16:55,570 - Train: 17.50% [218900/1251000] [175.0/1000.0] [batch_t 0.381 (0.411)] [data_t 0.040] [optim_t 0.342] [lr 0.002781] [CE 4.821 (4.320)] [KD 3.902 (3.650)] +2024-10-16 02:17:26,523 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 36981] [top5_cnt 45949] [top_all 50000] +2024-10-16 02:17:26,524 - net: 73.962 (91.898) +2024-10-16 02:17:47,794 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 39623] [top5_cnt 47347] [top_all 50000] +2024-10-16 02:17:47,794 - net_E: 79.246 (94.694) +2024-10-16 02:17:47,936 - Max [top1: 74.426 (epoch: 150)] [top1-ema: 79.246 (epoch: 175)] +2024-10-16 02:17:47,936 - ==> Total time: 1 day, 2:35:56 Eta: 5 days, 5:23:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 02:18:05,622 - Train: 17.50% [218950/1251000] [175.0/1000.0] [batch_t 0.366 (0.532)] [data_t 0.016] [optim_t 0.350] [lr 0.002781] [CE 4.731 (4.311)] [KD 3.772 (3.696)] +2024-10-16 02:18:25,579 - Train: 17.51% [219000/1251000] [175.1/1000.0] [batch_t 0.452 (0.399)] [data_t 0.016] [optim_t 0.436] [lr 0.002781] [CE 4.518 (4.302)] [KD 3.756 (3.633)] +2024-10-16 02:18:47,605 - Train: 17.51% [219050/1251000] [175.1/1000.0] [batch_t 0.387 (0.440)] [data_t 0.016] [optim_t 0.371] [lr 0.002781] [CE 4.936 (4.314)] [KD 4.057 (3.646)] +2024-10-16 02:19:08,179 - Train: 17.51% [219100/1251000] [175.1/1000.0] [batch_t 0.361 (0.411)] [data_t 0.016] [optim_t 0.345] [lr 0.002781] [CE 4.141 (4.267)] [KD 3.470 (3.605)] +2024-10-16 02:19:28,454 - Train: 17.52% [219150/1251000] [175.2/1000.0] [batch_t 0.389 (0.405)] [data_t 0.015] [optim_t 0.374] [lr 0.002781] [CE 4.305 (4.339)] [KD 3.499 (3.672)] +2024-10-16 02:19:49,162 - Train: 17.52% [219200/1251000] [175.2/1000.0] [batch_t 0.364 (0.414)] [data_t 0.016] [optim_t 0.349] [lr 0.002781] [CE 3.912 (4.210)] [KD 3.276 (3.573)] +2024-10-16 02:20:10,266 - Train: 17.53% [219250/1251000] [175.3/1000.0] [batch_t 0.378 (0.422)] [data_t 0.015] [optim_t 0.362] [lr 0.002781] [CE 4.214 (4.297)] [KD 3.504 (3.675)] +2024-10-16 02:20:31,391 - Train: 17.53% [219300/1251000] [175.3/1000.0] [batch_t 0.457 (0.422)] [data_t 0.015] [optim_t 0.441] [lr 0.002780] [CE 4.298 (4.250)] [KD 4.042 (3.603)] +2024-10-16 02:20:52,398 - Train: 17.53% [219350/1251000] [175.3/1000.0] [batch_t 0.402 (0.420)] [data_t 0.015] [optim_t 0.387] [lr 0.002780] [CE 4.170 (4.291)] [KD 3.557 (3.675)] +2024-10-16 02:21:13,374 - Train: 17.54% [219400/1251000] [175.4/1000.0] [batch_t 0.451 (0.419)] [data_t 0.015] [optim_t 0.436] [lr 0.002780] [CE 4.287 (4.277)] [KD 3.751 (3.696)] +2024-10-16 02:21:34,362 - Train: 17.54% [219450/1251000] [175.4/1000.0] [batch_t 0.362 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002780] [CE 4.109 (4.356)] [KD 3.467 (3.673)] +2024-10-16 02:21:55,347 - Train: 17.55% [219500/1251000] [175.5/1000.0] [batch_t 0.466 (0.420)] [data_t 0.015] [optim_t 0.450] [lr 0.002780] [CE 4.318 (4.343)] [KD 3.426 (3.598)] +2024-10-16 02:22:16,805 - Train: 17.55% [219550/1251000] [175.5/1000.0] [batch_t 0.477 (0.429)] [data_t 0.015] [optim_t 0.461] [lr 0.002780] [CE 4.551 (4.351)] [KD 3.874 (3.677)] +2024-10-16 02:22:38,125 - Train: 17.55% [219600/1251000] [175.5/1000.0] [batch_t 0.482 (0.426)] [data_t 0.015] [optim_t 0.466] [lr 0.002780] [CE 3.902 (4.351)] [KD 3.591 (3.698)] +2024-10-16 02:22:58,969 - Train: 17.56% [219650/1251000] [175.6/1000.0] [batch_t 0.375 (0.417)] [data_t 0.015] [optim_t 0.360] [lr 0.002780] [CE 4.529 (4.265)] [KD 3.873 (3.705)] +2024-10-16 02:23:20,127 - Train: 17.56% [219700/1251000] [175.6/1000.0] [batch_t 0.474 (0.423)] [data_t 0.130] [optim_t 0.344] [lr 0.002780] [CE 4.378 (4.328)] [KD 3.857 (3.684)] +2024-10-16 02:23:41,793 - Train: 17.57% [219750/1251000] [175.7/1000.0] [batch_t 0.441 (0.433)] [data_t 0.097] [optim_t 0.343] [lr 0.002780] [CE 4.544 (4.273)] [KD 3.975 (3.642)] +2024-10-16 02:24:03,204 - Train: 17.57% [219800/1251000] [175.7/1000.0] [batch_t 0.504 (0.428)] [data_t 0.161] [optim_t 0.343] [lr 0.002779] [CE 4.056 (4.288)] [KD 3.397 (3.655)] +2024-10-16 02:24:24,722 - Train: 17.57% [219850/1251000] [175.7/1000.0] [batch_t 0.423 (0.430)] [data_t 0.015] [optim_t 0.408] [lr 0.002779] [CE 4.207 (4.249)] [KD 3.529 (3.627)] +2024-10-16 02:24:46,200 - Train: 17.58% [219900/1251000] [175.8/1000.0] [batch_t 0.422 (0.429)] [data_t 0.015] [optim_t 0.407] [lr 0.002779] [CE 3.885 (4.338)] [KD 3.563 (3.669)] +2024-10-16 02:25:07,684 - Train: 17.58% [219950/1251000] [175.8/1000.0] [batch_t 0.483 (0.430)] [data_t 0.015] [optim_t 0.468] [lr 0.002779] [CE 4.249 (4.312)] [KD 3.811 (3.657)] +2024-10-16 02:25:29,230 - Train: 17.59% [220000/1251000] [175.9/1000.0] [batch_t 0.369 (0.431)] [data_t 0.016] [optim_t 0.353] [lr 0.002779] [CE 4.053 (4.200)] [KD 3.678 (3.594)] +2024-10-16 02:25:50,689 - Train: 17.59% [220050/1251000] [175.9/1000.0] [batch_t 0.377 (0.429)] [data_t 0.015] [optim_t 0.361] [lr 0.002779] [CE 4.175 (4.358)] [KD 3.732 (3.657)] +2024-10-16 02:26:11,908 - Train: 17.59% [220100/1251000] [175.9/1000.0] [batch_t 0.489 (0.424)] [data_t 0.015] [optim_t 0.474] [lr 0.002779] [CE 3.909 (4.328)] [KD 3.472 (3.746)] +2024-10-16 02:26:33,096 - Train: 17.60% [220150/1251000] [176.0/1000.0] [batch_t 0.461 (0.424)] [data_t 0.015] [optim_t 0.446] [lr 0.002779] [CE 4.366 (4.367)] [KD 3.805 (3.645)] +2024-10-16 02:26:43,304 - ==> Total time: 1 day, 2:44:51 Eta: 5 days, 5:13:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 02:26:58,795 - Train: 17.60% [220200/1251000] [176.0/1000.0] [batch_t 0.361 (0.586)] [data_t 0.015] [optim_t 0.345] [lr 0.002779] [CE 4.029 (4.249)] [KD 3.638 (3.614)] +2024-10-16 02:27:19,025 - Train: 17.61% [220250/1251000] [176.1/1000.0] [batch_t 0.441 (0.404)] [data_t 0.034] [optim_t 0.407] [lr 0.002779] [CE 4.300 (4.300)] [KD 3.695 (3.654)] +2024-10-16 02:27:40,489 - Train: 17.61% [220300/1251000] [176.1/1000.0] [batch_t 0.459 (0.429)] [data_t 0.015] [optim_t 0.443] [lr 0.002778] [CE 4.711 (4.329)] [KD 4.005 (3.683)] +2024-10-16 02:28:01,650 - Train: 17.61% [220350/1251000] [176.1/1000.0] [batch_t 0.453 (0.423)] [data_t 0.015] [optim_t 0.438] [lr 0.002778] [CE 4.498 (4.333)] [KD 3.727 (3.690)] +2024-10-16 02:28:22,786 - Train: 17.62% [220400/1251000] [176.2/1000.0] [batch_t 0.495 (0.423)] [data_t 0.015] [optim_t 0.480] [lr 0.002778] [CE 4.260 (4.302)] [KD 3.747 (3.682)] +2024-10-16 02:28:44,065 - Train: 17.62% [220450/1251000] [176.2/1000.0] [batch_t 0.427 (0.425)] [data_t 0.015] [optim_t 0.411] [lr 0.002778] [CE 4.640 (4.280)] [KD 3.837 (3.631)] +2024-10-16 02:29:05,530 - Train: 17.63% [220500/1251000] [176.3/1000.0] [batch_t 0.408 (0.429)] [data_t 0.015] [optim_t 0.393] [lr 0.002778] [CE 4.239 (4.252)] [KD 3.547 (3.587)] +2024-10-16 02:29:26,979 - Train: 17.63% [220550/1251000] [176.3/1000.0] [batch_t 0.462 (0.429)] [data_t 0.015] [optim_t 0.447] [lr 0.002778] [CE 4.254 (4.304)] [KD 3.743 (3.676)] +2024-10-16 02:29:48,158 - Train: 17.63% [220600/1251000] [176.3/1000.0] [batch_t 0.383 (0.423)] [data_t 0.015] [optim_t 0.368] [lr 0.002778] [CE 4.586 (4.364)] [KD 3.696 (3.707)] +2024-10-16 02:30:09,661 - Train: 17.64% [220650/1251000] [176.4/1000.0] [batch_t 0.381 (0.430)] [data_t 0.027] [optim_t 0.354] [lr 0.002778] [CE 4.272 (4.259)] [KD 3.517 (3.643)] +2024-10-16 02:30:31,104 - Train: 17.64% [220700/1251000] [176.4/1000.0] [batch_t 0.499 (0.429)] [data_t 0.145] [optim_t 0.354] [lr 0.002778] [CE 3.829 (4.260)] [KD 3.162 (3.595)] +2024-10-16 02:30:52,366 - Train: 17.65% [220750/1251000] [176.5/1000.0] [batch_t 0.445 (0.425)] [data_t 0.099] [optim_t 0.347] [lr 0.002778] [CE 4.631 (4.391)] [KD 3.865 (3.594)] +2024-10-16 02:31:13,511 - Train: 17.65% [220800/1251000] [176.5/1000.0] [batch_t 0.478 (0.423)] [data_t 0.135] [optim_t 0.344] [lr 0.002778] [CE 4.478 (4.319)] [KD 3.646 (3.695)] +2024-10-16 02:31:34,685 - Train: 17.65% [220850/1251000] [176.5/1000.0] [batch_t 0.408 (0.423)] [data_t 0.060] [optim_t 0.347] [lr 0.002777] [CE 4.023 (4.313)] [KD 3.742 (3.702)] +2024-10-16 02:31:56,009 - Train: 17.66% [220900/1251000] [176.6/1000.0] [batch_t 0.463 (0.426)] [data_t 0.119] [optim_t 0.344] [lr 0.002777] [CE 3.947 (4.328)] [KD 3.512 (3.700)] +2024-10-16 02:32:17,197 - Train: 17.66% [220950/1251000] [176.6/1000.0] [batch_t 0.400 (0.424)] [data_t 0.057] [optim_t 0.343] [lr 0.002777] [CE 4.196 (4.346)] [KD 3.699 (3.672)] +2024-10-16 02:32:38,440 - Train: 17.67% [221000/1251000] [176.7/1000.0] [batch_t 0.473 (0.425)] [data_t 0.015] [optim_t 0.457] [lr 0.002777] [CE 4.108 (4.344)] [KD 3.636 (3.739)] +2024-10-16 02:33:00,020 - Train: 17.67% [221050/1251000] [176.7/1000.0] [batch_t 0.363 (0.431)] [data_t 0.016] [optim_t 0.347] [lr 0.002777] [CE 3.929 (4.319)] [KD 3.428 (3.700)] +2024-10-16 02:33:21,312 - Train: 17.67% [221100/1251000] [176.7/1000.0] [batch_t 0.364 (0.426)] [data_t 0.016] [optim_t 0.348] [lr 0.002777] [CE 4.237 (4.299)] [KD 3.588 (3.667)] +2024-10-16 02:33:42,679 - Train: 17.68% [221150/1251000] [176.8/1000.0] [batch_t 0.404 (0.427)] [data_t 0.059] [optim_t 0.344] [lr 0.002777] [CE 4.278 (4.275)] [KD 3.780 (3.702)] +2024-10-16 02:34:04,337 - Train: 17.68% [221200/1251000] [176.8/1000.0] [batch_t 0.460 (0.433)] [data_t 0.114] [optim_t 0.346] [lr 0.002777] [CE 4.630 (4.434)] [KD 3.919 (3.716)] +2024-10-16 02:34:25,681 - Train: 17.69% [221250/1251000] [176.9/1000.0] [batch_t 0.402 (0.427)] [data_t 0.058] [optim_t 0.344] [lr 0.002777] [CE 4.507 (4.327)] [KD 3.696 (3.679)] +2024-10-16 02:34:46,666 - Train: 17.69% [221300/1251000] [176.9/1000.0] [batch_t 0.467 (0.420)] [data_t 0.123] [optim_t 0.344] [lr 0.002777] [CE 4.414 (4.279)] [KD 3.699 (3.686)] +2024-10-16 02:35:07,975 - Train: 17.69% [221350/1251000] [176.9/1000.0] [batch_t 0.381 (0.426)] [data_t 0.037] [optim_t 0.344] [lr 0.002776] [CE 4.651 (4.309)] [KD 4.094 (3.655)] +2024-10-16 02:35:29,239 - Train: 17.70% [221400/1251000] [177.0/1000.0] [batch_t 0.464 (0.425)] [data_t 0.115] [optim_t 0.348] [lr 0.002776] [CE 4.624 (4.334)] [KD 3.756 (3.715)] +2024-10-16 02:35:39,810 - ==> Total time: 1 day, 2:53:48 Eta: 5 days, 5:03:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 02:35:54,936 - Train: 17.70% [221450/1251000] [177.0/1000.0] [batch_t 0.360 (0.600)] [data_t 0.016] [optim_t 0.344] [lr 0.002776] [CE 4.128 (4.304)] [KD 3.669 (3.600)] +2024-10-16 02:36:15,074 - Train: 17.71% [221500/1251000] [177.1/1000.0] [batch_t 0.395 (0.403)] [data_t 0.053] [optim_t 0.342] [lr 0.002776] [CE 4.554 (4.326)] [KD 3.507 (3.635)] +2024-10-16 02:36:36,814 - Train: 17.71% [221550/1251000] [177.1/1000.0] [batch_t 0.360 (0.435)] [data_t 0.015] [optim_t 0.344] [lr 0.002776] [CE 4.343 (4.262)] [KD 3.546 (3.607)] +2024-10-16 02:36:58,733 - Train: 17.71% [221600/1251000] [177.1/1000.0] [batch_t 0.360 (0.438)] [data_t 0.015] [optim_t 0.345] [lr 0.002776] [CE 4.445 (4.287)] [KD 3.721 (3.647)] +2024-10-16 02:37:20,253 - Train: 17.72% [221650/1251000] [177.2/1000.0] [batch_t 0.487 (0.430)] [data_t 0.015] [optim_t 0.471] [lr 0.002776] [CE 4.753 (4.330)] [KD 4.067 (3.731)] +2024-10-16 02:37:41,932 - Train: 17.72% [221700/1251000] [177.2/1000.0] [batch_t 0.434 (0.433)] [data_t 0.015] [optim_t 0.419] [lr 0.002776] [CE 4.279 (4.306)] [KD 3.636 (3.662)] +2024-10-16 02:38:03,614 - Train: 17.73% [221750/1251000] [177.3/1000.0] [batch_t 0.470 (0.434)] [data_t 0.016] [optim_t 0.454] [lr 0.002776] [CE 4.052 (4.242)] [KD 3.528 (3.624)] +2024-10-16 02:38:25,306 - Train: 17.73% [221800/1251000] [177.3/1000.0] [batch_t 0.413 (0.434)] [data_t 0.016] [optim_t 0.398] [lr 0.002776] [CE 4.407 (4.237)] [KD 3.734 (3.608)] +2024-10-16 02:38:46,561 - Train: 17.73% [221850/1251000] [177.3/1000.0] [batch_t 0.440 (0.425)] [data_t 0.015] [optim_t 0.425] [lr 0.002775] [CE 4.354 (4.339)] [KD 3.661 (3.665)] +2024-10-16 02:39:08,143 - Train: 17.74% [221900/1251000] [177.4/1000.0] [batch_t 0.371 (0.432)] [data_t 0.015] [optim_t 0.356] [lr 0.002775] [CE 4.716 (4.332)] [KD 3.919 (3.656)] +2024-10-16 02:39:28,930 - Train: 17.74% [221950/1251000] [177.4/1000.0] [batch_t 0.411 (0.416)] [data_t 0.015] [optim_t 0.396] [lr 0.002775] [CE 4.764 (4.304)] [KD 3.906 (3.647)] +2024-10-16 02:39:49,399 - Train: 17.75% [222000/1251000] [177.5/1000.0] [batch_t 0.414 (0.409)] [data_t 0.016] [optim_t 0.398] [lr 0.002775] [CE 4.499 (4.251)] [KD 3.803 (3.612)] +2024-10-16 02:40:09,875 - Train: 17.75% [222050/1251000] [177.5/1000.0] [batch_t 0.362 (0.409)] [data_t 0.016] [optim_t 0.346] [lr 0.002775] [CE 3.985 (4.256)] [KD 3.600 (3.652)] +2024-10-16 02:40:30,788 - Train: 17.75% [222100/1251000] [177.5/1000.0] [batch_t 0.436 (0.418)] [data_t 0.015] [optim_t 0.420] [lr 0.002775] [CE 4.442 (4.258)] [KD 3.770 (3.655)] +2024-10-16 02:40:51,480 - Train: 17.76% [222150/1251000] [177.6/1000.0] [batch_t 0.412 (0.414)] [data_t 0.015] [optim_t 0.396] [lr 0.002775] [CE 4.512 (4.323)] [KD 3.782 (3.687)] +2024-10-16 02:41:13,013 - Train: 17.76% [222200/1251000] [177.6/1000.0] [batch_t 0.418 (0.431)] [data_t 0.015] [optim_t 0.403] [lr 0.002775] [CE 4.251 (4.330)] [KD 3.646 (3.691)] +2024-10-16 02:41:33,934 - Train: 17.77% [222250/1251000] [177.7/1000.0] [batch_t 0.394 (0.418)] [data_t 0.015] [optim_t 0.378] [lr 0.002775] [CE 4.648 (4.381)] [KD 3.890 (3.709)] +2024-10-16 02:41:54,793 - Train: 17.77% [222300/1251000] [177.7/1000.0] [batch_t 0.446 (0.417)] [data_t 0.015] [optim_t 0.431] [lr 0.002775] [CE 3.942 (4.332)] [KD 3.507 (3.717)] +2024-10-16 02:42:15,922 - Train: 17.77% [222350/1251000] [177.7/1000.0] [batch_t 0.398 (0.422)] [data_t 0.015] [optim_t 0.382] [lr 0.002774] [CE 4.246 (4.297)] [KD 3.512 (3.708)] +2024-10-16 02:42:37,095 - Train: 17.78% [222400/1251000] [177.8/1000.0] [batch_t 0.417 (0.423)] [data_t 0.015] [optim_t 0.402] [lr 0.002774] [CE 4.778 (4.271)] [KD 3.947 (3.665)] +2024-10-16 02:42:58,097 - Train: 17.78% [222450/1251000] [177.8/1000.0] [batch_t 0.416 (0.420)] [data_t 0.016] [optim_t 0.401] [lr 0.002774] [CE 4.390 (4.347)] [KD 3.597 (3.719)] +2024-10-16 02:43:19,367 - Train: 17.79% [222500/1251000] [177.9/1000.0] [batch_t 0.401 (0.425)] [data_t 0.015] [optim_t 0.386] [lr 0.002774] [CE 3.947 (4.327)] [KD 3.682 (3.751)] +2024-10-16 02:43:40,538 - Train: 17.79% [222550/1251000] [177.9/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.002774] [CE 4.323 (4.320)] [KD 3.877 (3.709)] +2024-10-16 02:44:01,854 - Train: 17.79% [222600/1251000] [177.9/1000.0] [batch_t 0.395 (0.426)] [data_t 0.015] [optim_t 0.379] [lr 0.002774] [CE 3.963 (4.291)] [KD 3.545 (3.742)] +2024-10-16 02:44:22,909 - Train: 17.80% [222650/1251000] [178.0/1000.0] [batch_t 0.497 (0.421)] [data_t 0.016] [optim_t 0.482] [lr 0.002774] [CE 4.351 (4.347)] [KD 3.667 (3.722)] +2024-10-16 02:44:33,875 - ==> Total time: 1 day, 3:02:42 Eta: 5 days, 4:53:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 02:44:48,581 - Train: 17.80% [222700/1251000] [178.0/1000.0] [batch_t 0.360 (0.596)] [data_t 0.015] [optim_t 0.344] [lr 0.002774] [CE 4.507 (4.393)] [KD 3.576 (3.737)] +2024-10-16 02:45:08,642 - Train: 17.81% [222750/1251000] [178.1/1000.0] [batch_t 0.419 (0.401)] [data_t 0.015] [optim_t 0.404] [lr 0.002774] [CE 4.568 (4.257)] [KD 3.578 (3.582)] +2024-10-16 02:45:29,869 - Train: 17.81% [222800/1251000] [178.1/1000.0] [batch_t 0.406 (0.424)] [data_t 0.015] [optim_t 0.390] [lr 0.002774] [CE 3.883 (4.256)] [KD 3.324 (3.627)] +2024-10-16 02:45:51,107 - Train: 17.81% [222850/1251000] [178.1/1000.0] [batch_t 0.443 (0.425)] [data_t 0.015] [optim_t 0.428] [lr 0.002773] [CE 3.817 (4.346)] [KD 3.322 (3.656)] +2024-10-16 02:46:12,507 - Train: 17.82% [222900/1251000] [178.2/1000.0] [batch_t 0.418 (0.428)] [data_t 0.015] [optim_t 0.403] [lr 0.002773] [CE 3.996 (4.310)] [KD 3.352 (3.639)] +2024-10-16 02:46:33,859 - Train: 17.82% [222950/1251000] [178.2/1000.0] [batch_t 0.398 (0.427)] [data_t 0.015] [optim_t 0.383] [lr 0.002773] [CE 4.483 (4.269)] [KD 3.579 (3.634)] +2024-10-16 02:46:55,531 - Train: 17.83% [223000/1251000] [178.3/1000.0] [batch_t 0.447 (0.433)] [data_t 0.015] [optim_t 0.431] [lr 0.002773] [CE 4.681 (4.308)] [KD 3.818 (3.659)] +2024-10-16 02:47:16,664 - Train: 17.83% [223050/1251000] [178.3/1000.0] [batch_t 0.394 (0.423)] [data_t 0.015] [optim_t 0.379] [lr 0.002773] [CE 4.365 (4.418)] [KD 3.796 (3.699)] +2024-10-16 02:47:37,717 - Train: 17.83% [223100/1251000] [178.3/1000.0] [batch_t 0.406 (0.421)] [data_t 0.015] [optim_t 0.390] [lr 0.002773] [CE 4.389 (4.222)] [KD 3.399 (3.574)] +2024-10-16 02:47:58,791 - Train: 17.84% [223150/1251000] [178.4/1000.0] [batch_t 0.417 (0.421)] [data_t 0.015] [optim_t 0.401] [lr 0.002773] [CE 4.632 (4.294)] [KD 3.936 (3.642)] +2024-10-16 02:48:20,051 - Train: 17.84% [223200/1251000] [178.4/1000.0] [batch_t 0.422 (0.425)] [data_t 0.015] [optim_t 0.407] [lr 0.002773] [CE 3.884 (4.294)] [KD 3.500 (3.645)] +2024-10-16 02:48:41,336 - Train: 17.85% [223250/1251000] [178.5/1000.0] [batch_t 0.426 (0.426)] [data_t 0.015] [optim_t 0.410] [lr 0.002773] [CE 4.478 (4.306)] [KD 3.788 (3.689)] +2024-10-16 02:49:02,804 - Train: 17.85% [223300/1251000] [178.5/1000.0] [batch_t 0.399 (0.429)] [data_t 0.015] [optim_t 0.384] [lr 0.002773] [CE 4.043 (4.327)] [KD 3.653 (3.673)] +2024-10-16 02:49:24,055 - Train: 17.85% [223350/1251000] [178.5/1000.0] [batch_t 0.464 (0.425)] [data_t 0.015] [optim_t 0.449] [lr 0.002772] [CE 4.334 (4.271)] [KD 3.777 (3.600)] +2024-10-16 02:49:45,652 - Train: 17.86% [223400/1251000] [178.6/1000.0] [batch_t 0.457 (0.432)] [data_t 0.015] [optim_t 0.442] [lr 0.002772] [CE 4.243 (4.243)] [KD 3.644 (3.613)] +2024-10-16 02:50:07,309 - Train: 17.86% [223450/1251000] [178.6/1000.0] [batch_t 0.377 (0.433)] [data_t 0.015] [optim_t 0.362] [lr 0.002772] [CE 4.047 (4.326)] [KD 3.420 (3.715)] +2024-10-16 02:50:28,820 - Train: 17.87% [223500/1251000] [178.7/1000.0] [batch_t 0.426 (0.430)] [data_t 0.015] [optim_t 0.411] [lr 0.002772] [CE 4.119 (4.318)] [KD 3.450 (3.681)] +2024-10-16 02:50:51,029 - Train: 17.87% [223550/1251000] [178.7/1000.0] [batch_t 0.465 (0.444)] [data_t 0.016] [optim_t 0.449] [lr 0.002772] [CE 4.877 (4.261)] [KD 3.797 (3.630)] +2024-10-16 02:51:12,394 - Train: 17.87% [223600/1251000] [178.7/1000.0] [batch_t 0.453 (0.427)] [data_t 0.015] [optim_t 0.438] [lr 0.002772] [CE 4.323 (4.360)] [KD 3.690 (3.688)] +2024-10-16 02:51:33,937 - Train: 17.88% [223650/1251000] [178.8/1000.0] [batch_t 0.434 (0.431)] [data_t 0.015] [optim_t 0.419] [lr 0.002772] [CE 4.430 (4.317)] [KD 3.751 (3.692)] +2024-10-16 02:51:55,607 - Train: 17.88% [223700/1251000] [178.8/1000.0] [batch_t 0.407 (0.433)] [data_t 0.015] [optim_t 0.391] [lr 0.002772] [CE 4.074 (4.327)] [KD 3.521 (3.733)] +2024-10-16 02:52:17,239 - Train: 17.89% [223750/1251000] [178.9/1000.0] [batch_t 0.446 (0.433)] [data_t 0.015] [optim_t 0.431] [lr 0.002772] [CE 4.125 (4.289)] [KD 3.393 (3.658)] +2024-10-16 02:52:38,281 - Train: 17.89% [223800/1251000] [178.9/1000.0] [batch_t 0.400 (0.421)] [data_t 0.015] [optim_t 0.384] [lr 0.002772] [CE 4.542 (4.371)] [KD 3.881 (3.660)] +2024-10-16 02:53:00,049 - Train: 17.89% [223850/1251000] [178.9/1000.0] [batch_t 0.432 (0.435)] [data_t 0.015] [optim_t 0.417] [lr 0.002771] [CE 4.090 (4.272)] [KD 3.652 (3.682)] +2024-10-16 02:53:21,701 - Train: 17.90% [223900/1251000] [179.0/1000.0] [batch_t 0.439 (0.433)] [data_t 0.015] [optim_t 0.424] [lr 0.002771] [CE 4.590 (4.255)] [KD 3.847 (3.651)] +2024-10-16 02:53:33,501 - ==> Total time: 1 day, 3:11:42 Eta: 5 days, 4:43:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 02:53:47,584 - Train: 17.90% [223950/1251000] [179.0/1000.0] [batch_t 0.363 (0.612)] [data_t 0.015] [optim_t 0.347] [lr 0.002771] [CE 4.108 (4.254)] [KD 3.170 (3.595)] +2024-10-16 02:54:07,502 - Train: 17.91% [224000/1251000] [179.1/1000.0] [batch_t 0.464 (0.398)] [data_t 0.078] [optim_t 0.385] [lr 0.002771] [CE 4.091 (4.289)] [KD 3.574 (3.617)] +2024-10-16 02:54:28,530 - Train: 17.91% [224050/1251000] [179.1/1000.0] [batch_t 0.459 (0.420)] [data_t 0.015] [optim_t 0.443] [lr 0.002771] [CE 4.075 (4.266)] [KD 3.453 (3.639)] +2024-10-16 02:54:49,409 - Train: 17.91% [224100/1251000] [179.1/1000.0] [batch_t 0.361 (0.417)] [data_t 0.015] [optim_t 0.345] [lr 0.002771] [CE 4.342 (4.334)] [KD 3.458 (3.660)] +2024-10-16 02:55:10,121 - Train: 17.92% [224150/1251000] [179.2/1000.0] [batch_t 0.385 (0.414)] [data_t 0.015] [optim_t 0.370] [lr 0.002771] [CE 4.278 (4.334)] [KD 3.612 (3.673)] +2024-10-16 02:55:30,781 - Train: 17.92% [224200/1251000] [179.2/1000.0] [batch_t 0.402 (0.413)] [data_t 0.015] [optim_t 0.386] [lr 0.002771] [CE 3.605 (4.250)] [KD 3.197 (3.595)] +2024-10-16 02:55:51,699 - Train: 17.93% [224250/1251000] [179.3/1000.0] [batch_t 0.374 (0.418)] [data_t 0.015] [optim_t 0.358] [lr 0.002771] [CE 4.522 (4.258)] [KD 3.896 (3.606)] +2024-10-16 02:56:12,545 - Train: 17.93% [224300/1251000] [179.3/1000.0] [batch_t 0.458 (0.417)] [data_t 0.016] [optim_t 0.442] [lr 0.002771] [CE 4.326 (4.347)] [KD 3.732 (3.708)] +2024-10-16 02:56:33,453 - Train: 17.93% [224350/1251000] [179.3/1000.0] [batch_t 0.483 (0.418)] [data_t 0.015] [optim_t 0.468] [lr 0.002770] [CE 4.350 (4.298)] [KD 3.720 (3.681)] +2024-10-16 02:56:53,981 - Train: 17.94% [224400/1251000] [179.4/1000.0] [batch_t 0.382 (0.410)] [data_t 0.016] [optim_t 0.367] [lr 0.002770] [CE 4.061 (4.263)] [KD 3.568 (3.612)] +2024-10-16 02:57:14,762 - Train: 17.94% [224450/1251000] [179.4/1000.0] [batch_t 0.377 (0.416)] [data_t 0.015] [optim_t 0.361] [lr 0.002770] [CE 4.339 (4.355)] [KD 3.499 (3.680)] +2024-10-16 02:57:35,552 - Train: 17.95% [224500/1251000] [179.5/1000.0] [batch_t 0.360 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.002770] [CE 4.576 (4.268)] [KD 3.613 (3.694)] +2024-10-16 02:57:56,325 - Train: 17.95% [224550/1251000] [179.5/1000.0] [batch_t 0.418 (0.415)] [data_t 0.015] [optim_t 0.403] [lr 0.002770] [CE 4.696 (4.260)] [KD 3.951 (3.650)] +2024-10-16 02:58:17,143 - Train: 17.95% [224600/1251000] [179.5/1000.0] [batch_t 0.378 (0.416)] [data_t 0.015] [optim_t 0.362] [lr 0.002770] [CE 3.758 (4.361)] [KD 3.269 (3.730)] +2024-10-16 02:58:37,871 - Train: 17.96% [224650/1251000] [179.6/1000.0] [batch_t 0.413 (0.414)] [data_t 0.015] [optim_t 0.398] [lr 0.002770] [CE 4.201 (4.336)] [KD 3.569 (3.729)] +2024-10-16 02:58:58,726 - Train: 17.96% [224700/1251000] [179.6/1000.0] [batch_t 0.362 (0.417)] [data_t 0.015] [optim_t 0.347] [lr 0.002770] [CE 4.842 (4.258)] [KD 3.664 (3.612)] +2024-10-16 02:59:20,638 - Train: 17.97% [224750/1251000] [179.7/1000.0] [batch_t 0.409 (0.438)] [data_t 0.016] [optim_t 0.393] [lr 0.002770] [CE 4.540 (4.385)] [KD 3.760 (3.743)] +2024-10-16 02:59:41,210 - Train: 17.97% [224800/1251000] [179.7/1000.0] [batch_t 0.361 (0.411)] [data_t 0.016] [optim_t 0.345] [lr 0.002770] [CE 4.593 (4.287)] [KD 4.057 (3.663)] +2024-10-16 03:00:02,209 - Train: 17.97% [224850/1251000] [179.7/1000.0] [batch_t 0.422 (0.420)] [data_t 0.015] [optim_t 0.407] [lr 0.002769] [CE 4.438 (4.358)] [KD 3.806 (3.769)] +2024-10-16 03:00:23,634 - Train: 17.98% [224900/1251000] [179.8/1000.0] [batch_t 0.365 (0.428)] [data_t 0.015] [optim_t 0.350] [lr 0.002769] [CE 4.209 (4.350)] [KD 3.363 (3.697)] +2024-10-16 03:00:45,480 - Train: 17.98% [224950/1251000] [179.8/1000.0] [batch_t 0.372 (0.437)] [data_t 0.016] [optim_t 0.356] [lr 0.002769] [CE 4.151 (4.208)] [KD 3.624 (3.579)] +2024-10-16 03:01:06,846 - Train: 17.99% [225000/1251000] [179.9/1000.0] [batch_t 0.424 (0.427)] [data_t 0.015] [optim_t 0.409] [lr 0.002769] [CE 3.870 (4.267)] [KD 3.479 (3.627)] +2024-10-16 03:01:28,093 - Train: 17.99% [225050/1251000] [179.9/1000.0] [batch_t 0.371 (0.425)] [data_t 0.015] [optim_t 0.355] [lr 0.002769] [CE 4.586 (4.374)] [KD 3.804 (3.730)] +2024-10-16 03:01:48,948 - Train: 17.99% [225100/1251000] [179.9/1000.0] [batch_t 0.501 (0.417)] [data_t 0.015] [optim_t 0.485] [lr 0.002769] [CE 4.130 (4.342)] [KD 3.482 (3.645)] +2024-10-16 03:02:09,849 - Train: 18.00% [225150/1251000] [180.0/1000.0] [batch_t 0.454 (0.418)] [data_t 0.015] [optim_t 0.439] [lr 0.002769] [CE 4.513 (4.279)] [KD 3.662 (3.677)] +2024-10-16 03:02:42,517 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 37157] [top5_cnt 46205] [top_all 50000] +2024-10-16 03:02:42,518 - net: 74.314 (92.410) +2024-10-16 03:03:03,705 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.418)] [top1_cnt 39657] [top5_cnt 47369] [top_all 50000] +2024-10-16 03:03:03,705 - net_E: 79.314 (94.738) +2024-10-16 03:03:03,847 - Max [top1: 74.426 (epoch: 150)] [top1-ema: 79.314 (epoch: 180)] +2024-10-16 03:03:03,848 - ==> Total time: 1 day, 3:21:12 Eta: 5 days, 4:36:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 03:03:20,584 - Train: 18.00% [225200/1251000] [180.0/1000.0] [batch_t 0.361 (0.444)] [data_t 0.015] [optim_t 0.346] [lr 0.002769] [CE 4.343 (4.238)] [KD 3.698 (3.606)] +2024-10-16 03:03:41,717 - Train: 18.01% [225250/1251000] [180.1/1000.0] [batch_t 0.477 (0.423)] [data_t 0.132] [optim_t 0.345] [lr 0.002769] [CE 3.887 (4.332)] [KD 3.512 (3.658)] +2024-10-16 03:04:02,642 - Train: 18.01% [225300/1251000] [180.1/1000.0] [batch_t 0.361 (0.418)] [data_t 0.016] [optim_t 0.345] [lr 0.002769] [CE 4.039 (4.259)] [KD 3.670 (3.586)] +2024-10-16 03:04:23,953 - Train: 18.01% [225350/1251000] [180.1/1000.0] [batch_t 0.393 (0.426)] [data_t 0.015] [optim_t 0.378] [lr 0.002768] [CE 4.642 (4.355)] [KD 3.608 (3.640)] +2024-10-16 03:04:46,044 - Train: 18.02% [225400/1251000] [180.2/1000.0] [batch_t 0.403 (0.442)] [data_t 0.015] [optim_t 0.388] [lr 0.002768] [CE 4.446 (4.324)] [KD 3.727 (3.642)] +2024-10-16 03:05:07,415 - Train: 18.02% [225450/1251000] [180.2/1000.0] [batch_t 0.459 (0.427)] [data_t 0.015] [optim_t 0.444] [lr 0.002768] [CE 4.366 (4.356)] [KD 3.839 (3.683)] +2024-10-16 03:05:28,311 - Train: 18.03% [225500/1251000] [180.3/1000.0] [batch_t 0.449 (0.418)] [data_t 0.015] [optim_t 0.434] [lr 0.002768] [CE 4.671 (4.305)] [KD 4.029 (3.681)] +2024-10-16 03:05:49,703 - Train: 18.03% [225550/1251000] [180.3/1000.0] [batch_t 0.483 (0.428)] [data_t 0.015] [optim_t 0.468] [lr 0.002768] [CE 3.873 (4.259)] [KD 3.748 (3.652)] +2024-10-16 03:06:10,899 - Train: 18.03% [225600/1251000] [180.3/1000.0] [batch_t 0.432 (0.424)] [data_t 0.016] [optim_t 0.417] [lr 0.002768] [CE 4.110 (4.216)] [KD 3.296 (3.580)] +2024-10-16 03:06:32,617 - Train: 18.04% [225650/1251000] [180.4/1000.0] [batch_t 0.414 (0.434)] [data_t 0.015] [optim_t 0.399] [lr 0.002768] [CE 3.782 (4.361)] [KD 3.630 (3.679)] +2024-10-16 03:06:53,907 - Train: 18.04% [225700/1251000] [180.4/1000.0] [batch_t 0.424 (0.426)] [data_t 0.015] [optim_t 0.408] [lr 0.002768] [CE 4.499 (4.278)] [KD 3.844 (3.671)] +2024-10-16 03:07:14,931 - Train: 18.05% [225750/1251000] [180.5/1000.0] [batch_t 0.427 (0.420)] [data_t 0.015] [optim_t 0.411] [lr 0.002768] [CE 4.882 (4.418)] [KD 3.849 (3.743)] +2024-10-16 03:07:36,249 - Train: 18.05% [225800/1251000] [180.5/1000.0] [batch_t 0.383 (0.426)] [data_t 0.016] [optim_t 0.368] [lr 0.002768] [CE 4.208 (4.272)] [KD 3.438 (3.639)] +2024-10-16 03:07:57,351 - Train: 18.05% [225850/1251000] [180.5/1000.0] [batch_t 0.446 (0.422)] [data_t 0.015] [optim_t 0.431] [lr 0.002767] [CE 3.784 (4.322)] [KD 3.502 (3.645)] +2024-10-16 03:08:18,712 - Train: 18.06% [225900/1251000] [180.6/1000.0] [batch_t 0.475 (0.427)] [data_t 0.015] [optim_t 0.459] [lr 0.002767] [CE 4.455 (4.311)] [KD 3.689 (3.679)] +2024-10-16 03:08:39,782 - Train: 18.06% [225950/1251000] [180.6/1000.0] [batch_t 0.370 (0.421)] [data_t 0.015] [optim_t 0.354] [lr 0.002767] [CE 3.998 (4.369)] [KD 3.510 (3.670)] +2024-10-16 03:09:01,181 - Train: 18.07% [226000/1251000] [180.7/1000.0] [batch_t 0.379 (0.428)] [data_t 0.015] [optim_t 0.363] [lr 0.002767] [CE 4.119 (4.352)] [KD 3.452 (3.718)] +2024-10-16 03:09:22,604 - Train: 18.07% [226050/1251000] [180.7/1000.0] [batch_t 0.387 (0.428)] [data_t 0.016] [optim_t 0.371] [lr 0.002767] [CE 4.160 (4.313)] [KD 3.429 (3.667)] +2024-10-16 03:09:44,576 - Train: 18.07% [226100/1251000] [180.7/1000.0] [batch_t 0.407 (0.439)] [data_t 0.015] [optim_t 0.392] [lr 0.002767] [CE 3.953 (4.322)] [KD 3.448 (3.713)] +2024-10-16 03:10:06,538 - Train: 18.08% [226150/1251000] [180.8/1000.0] [batch_t 0.383 (0.439)] [data_t 0.015] [optim_t 0.368] [lr 0.002767] [CE 4.290 (4.349)] [KD 3.696 (3.641)] +2024-10-16 03:10:28,205 - Train: 18.08% [226200/1251000] [180.8/1000.0] [batch_t 0.457 (0.433)] [data_t 0.015] [optim_t 0.442] [lr 0.002767] [CE 4.012 (4.361)] [KD 3.755 (3.700)] +2024-10-16 03:10:49,490 - Train: 18.09% [226250/1251000] [180.9/1000.0] [batch_t 0.469 (0.426)] [data_t 0.016] [optim_t 0.454] [lr 0.002767] [CE 4.650 (4.325)] [KD 3.688 (3.671)] +2024-10-16 03:11:10,529 - Train: 18.09% [226300/1251000] [180.9/1000.0] [batch_t 0.472 (0.421)] [data_t 0.016] [optim_t 0.456] [lr 0.002767] [CE 4.221 (4.253)] [KD 3.489 (3.659)] +2024-10-16 03:11:31,446 - Train: 18.09% [226350/1251000] [180.9/1000.0] [batch_t 0.429 (0.418)] [data_t 0.015] [optim_t 0.413] [lr 0.002766] [CE 4.035 (4.268)] [KD 3.650 (3.659)] +2024-10-16 03:11:52,614 - Train: 18.10% [226400/1251000] [181.0/1000.0] [batch_t 0.358 (0.423)] [data_t 0.015] [optim_t 0.342] [lr 0.002766] [CE 4.667 (4.346)] [KD 3.672 (3.652)] +2024-10-16 03:12:05,261 - ==> Total time: 1 day, 3:30:13 Eta: 5 days, 4:27:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 03:12:19,118 - Train: 18.10% [226450/1251000] [181.0/1000.0] [batch_t 0.358 (0.583)] [data_t 0.015] [optim_t 0.342] [lr 0.002766] [CE 3.636 (4.328)] [KD 3.396 (3.644)] +2024-10-16 03:12:38,919 - Train: 18.11% [226500/1251000] [181.1/1000.0] [batch_t 0.418 (0.396)] [data_t 0.015] [optim_t 0.402] [lr 0.002766] [CE 3.935 (4.272)] [KD 3.470 (3.602)] +2024-10-16 03:12:59,920 - Train: 18.11% [226550/1251000] [181.1/1000.0] [batch_t 0.475 (0.420)] [data_t 0.016] [optim_t 0.459] [lr 0.002766] [CE 4.314 (4.302)] [KD 3.547 (3.647)] +2024-10-16 03:13:20,991 - Train: 18.11% [226600/1251000] [181.1/1000.0] [batch_t 0.453 (0.421)] [data_t 0.015] [optim_t 0.437] [lr 0.002766] [CE 4.514 (4.307)] [KD 3.710 (3.625)] +2024-10-16 03:13:42,216 - Train: 18.12% [226650/1251000] [181.2/1000.0] [batch_t 0.368 (0.424)] [data_t 0.016] [optim_t 0.352] [lr 0.002766] [CE 4.276 (4.340)] [KD 3.367 (3.670)] +2024-10-16 03:14:03,174 - Train: 18.12% [226700/1251000] [181.2/1000.0] [batch_t 0.420 (0.419)] [data_t 0.016] [optim_t 0.404] [lr 0.002766] [CE 4.392 (4.305)] [KD 3.830 (3.640)] +2024-10-16 03:14:24,473 - Train: 18.13% [226750/1251000] [181.3/1000.0] [batch_t 0.454 (0.426)] [data_t 0.016] [optim_t 0.439] [lr 0.002766] [CE 4.337 (4.378)] [KD 3.683 (3.715)] +2024-10-16 03:14:45,679 - Train: 18.13% [226800/1251000] [181.3/1000.0] [batch_t 0.402 (0.424)] [data_t 0.015] [optim_t 0.386] [lr 0.002766] [CE 4.628 (4.383)] [KD 3.608 (3.682)] +2024-10-16 03:15:07,001 - Train: 18.13% [226850/1251000] [181.3/1000.0] [batch_t 0.411 (0.426)] [data_t 0.016] [optim_t 0.395] [lr 0.002765] [CE 4.636 (4.331)] [KD 3.758 (3.704)] +2024-10-16 03:15:27,951 - Train: 18.14% [226900/1251000] [181.4/1000.0] [batch_t 0.394 (0.419)] [data_t 0.016] [optim_t 0.379] [lr 0.002765] [CE 3.862 (4.258)] [KD 3.177 (3.641)] +2024-10-16 03:15:49,502 - Train: 18.14% [226950/1251000] [181.4/1000.0] [batch_t 0.468 (0.431)] [data_t 0.016] [optim_t 0.453] [lr 0.002765] [CE 3.977 (4.261)] [KD 3.717 (3.635)] +2024-10-16 03:16:10,444 - Train: 18.15% [227000/1251000] [181.5/1000.0] [batch_t 0.462 (0.419)] [data_t 0.016] [optim_t 0.446] [lr 0.002765] [CE 4.542 (4.250)] [KD 3.465 (3.627)] +2024-10-16 03:16:31,947 - Train: 18.15% [227050/1251000] [181.5/1000.0] [batch_t 0.407 (0.430)] [data_t 0.016] [optim_t 0.392] [lr 0.002765] [CE 4.165 (4.327)] [KD 3.619 (3.677)] +2024-10-16 03:16:53,073 - Train: 18.15% [227100/1251000] [181.5/1000.0] [batch_t 0.472 (0.422)] [data_t 0.016] [optim_t 0.456] [lr 0.002765] [CE 4.551 (4.257)] [KD 3.774 (3.631)] +2024-10-16 03:17:14,605 - Train: 18.16% [227150/1251000] [181.6/1000.0] [batch_t 0.363 (0.431)] [data_t 0.016] [optim_t 0.347] [lr 0.002765] [CE 4.197 (4.315)] [KD 3.576 (3.691)] +2024-10-16 03:17:36,055 - Train: 18.16% [227200/1251000] [181.6/1000.0] [batch_t 0.378 (0.429)] [data_t 0.016] [optim_t 0.362] [lr 0.002765] [CE 4.276 (4.289)] [KD 3.631 (3.716)] +2024-10-16 03:17:57,380 - Train: 18.17% [227250/1251000] [181.7/1000.0] [batch_t 0.387 (0.426)] [data_t 0.016] [optim_t 0.371] [lr 0.002765] [CE 4.595 (4.346)] [KD 3.793 (3.705)] +2024-10-16 03:18:18,587 - Train: 18.17% [227300/1251000] [181.7/1000.0] [batch_t 0.400 (0.424)] [data_t 0.016] [optim_t 0.385] [lr 0.002765] [CE 4.318 (4.352)] [KD 3.847 (3.680)] +2024-10-16 03:18:40,752 - Train: 18.17% [227350/1251000] [181.7/1000.0] [batch_t 0.411 (0.443)] [data_t 0.062] [optim_t 0.348] [lr 0.002764] [CE 4.300 (4.314)] [KD 3.500 (3.675)] +2024-10-16 03:19:02,691 - Train: 18.18% [227400/1251000] [181.8/1000.0] [batch_t 0.455 (0.439)] [data_t 0.110] [optim_t 0.345] [lr 0.002764] [CE 4.369 (4.313)] [KD 3.656 (3.654)] +2024-10-16 03:19:24,515 - Train: 18.18% [227450/1251000] [181.8/1000.0] [batch_t 0.431 (0.436)] [data_t 0.086] [optim_t 0.345] [lr 0.002764] [CE 3.873 (4.326)] [KD 3.718 (3.675)] +2024-10-16 03:19:46,418 - Train: 18.19% [227500/1251000] [181.9/1000.0] [batch_t 0.464 (0.438)] [data_t 0.118] [optim_t 0.346] [lr 0.002764] [CE 4.157 (4.361)] [KD 3.782 (3.659)] +2024-10-16 03:20:08,350 - Train: 18.19% [227550/1251000] [181.9/1000.0] [batch_t 0.413 (0.438)] [data_t 0.061] [optim_t 0.352] [lr 0.002764] [CE 4.194 (4.264)] [KD 3.782 (3.670)] +2024-10-16 03:20:29,916 - Train: 18.19% [227600/1251000] [181.9/1000.0] [batch_t 0.477 (0.431)] [data_t 0.132] [optim_t 0.345] [lr 0.002764] [CE 4.420 (4.283)] [KD 3.672 (3.643)] +2024-10-16 03:20:51,799 - Train: 18.20% [227650/1251000] [182.0/1000.0] [batch_t 0.488 (0.438)] [data_t 0.071] [optim_t 0.417] [lr 0.002764] [CE 4.305 (4.321)] [KD 3.615 (3.691)] +2024-10-16 03:21:04,911 - ==> Total time: 1 day, 3:39:13 Eta: 5 days, 4:17:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 03:21:18,337 - Train: 18.20% [227700/1251000] [182.0/1000.0] [batch_t 0.362 (0.596)] [data_t 0.015] [optim_t 0.346] [lr 0.002764] [CE 4.464 (4.353)] [KD 3.604 (3.625)] +2024-10-16 03:21:38,853 - Train: 18.21% [227750/1251000] [182.1/1000.0] [batch_t 0.406 (0.410)] [data_t 0.062] [optim_t 0.345] [lr 0.002764] [CE 4.164 (4.291)] [KD 3.541 (3.640)] +2024-10-16 03:21:59,927 - Train: 18.21% [227800/1251000] [182.1/1000.0] [batch_t 0.438 (0.421)] [data_t 0.094] [optim_t 0.344] [lr 0.002764] [CE 4.367 (4.243)] [KD 4.024 (3.590)] +2024-10-16 03:22:20,775 - Train: 18.21% [227850/1251000] [182.1/1000.0] [batch_t 0.419 (0.417)] [data_t 0.077] [optim_t 0.342] [lr 0.002763] [CE 4.730 (4.317)] [KD 3.783 (3.657)] +2024-10-16 03:22:41,674 - Train: 18.22% [227900/1251000] [182.2/1000.0] [batch_t 0.397 (0.418)] [data_t 0.050] [optim_t 0.347] [lr 0.002763] [CE 4.054 (4.362)] [KD 3.493 (3.662)] +2024-10-16 03:23:02,802 - Train: 18.22% [227950/1251000] [182.2/1000.0] [batch_t 0.444 (0.422)] [data_t 0.101] [optim_t 0.343] [lr 0.002763] [CE 4.140 (4.332)] [KD 3.433 (3.669)] +2024-10-16 03:23:23,798 - Train: 18.23% [228000/1251000] [182.3/1000.0] [batch_t 0.432 (0.420)] [data_t 0.089] [optim_t 0.344] [lr 0.002763] [CE 3.640 (4.330)] [KD 3.242 (3.658)] +2024-10-16 03:23:44,717 - Train: 18.23% [228050/1251000] [182.3/1000.0] [batch_t 0.436 (0.418)] [data_t 0.090] [optim_t 0.345] [lr 0.002763] [CE 4.454 (4.339)] [KD 3.570 (3.688)] +2024-10-16 03:24:05,715 - Train: 18.23% [228100/1251000] [182.3/1000.0] [batch_t 0.429 (0.420)] [data_t 0.084] [optim_t 0.345] [lr 0.002763] [CE 4.579 (4.351)] [KD 3.586 (3.632)] +2024-10-16 03:24:26,534 - Train: 18.24% [228150/1251000] [182.4/1000.0] [batch_t 0.406 (0.416)] [data_t 0.060] [optim_t 0.346] [lr 0.002763] [CE 4.480 (4.355)] [KD 3.923 (3.636)] +2024-10-16 03:24:47,704 - Train: 18.24% [228200/1251000] [182.4/1000.0] [batch_t 0.466 (0.423)] [data_t 0.015] [optim_t 0.451] [lr 0.002763] [CE 4.234 (4.221)] [KD 3.710 (3.640)] +2024-10-16 03:25:08,772 - Train: 18.25% [228250/1251000] [182.5/1000.0] [batch_t 0.403 (0.421)] [data_t 0.015] [optim_t 0.387] [lr 0.002763] [CE 4.121 (4.285)] [KD 3.617 (3.601)] +2024-10-16 03:25:29,910 - Train: 18.25% [228300/1251000] [182.5/1000.0] [batch_t 0.422 (0.423)] [data_t 0.016] [optim_t 0.407] [lr 0.002763] [CE 4.198 (4.343)] [KD 3.732 (3.680)] +2024-10-16 03:25:51,105 - Train: 18.25% [228350/1251000] [182.5/1000.0] [batch_t 0.387 (0.424)] [data_t 0.016] [optim_t 0.371] [lr 0.002762] [CE 4.023 (4.287)] [KD 3.196 (3.583)] +2024-10-16 03:26:12,251 - Train: 18.26% [228400/1251000] [182.6/1000.0] [batch_t 0.381 (0.423)] [data_t 0.015] [optim_t 0.366] [lr 0.002762] [CE 4.210 (4.289)] [KD 3.707 (3.591)] +2024-10-16 03:26:33,655 - Train: 18.26% [228450/1251000] [182.6/1000.0] [batch_t 0.407 (0.428)] [data_t 0.016] [optim_t 0.391] [lr 0.002762] [CE 4.785 (4.352)] [KD 3.967 (3.690)] +2024-10-16 03:26:54,703 - Train: 18.27% [228500/1251000] [182.7/1000.0] [batch_t 0.453 (0.421)] [data_t 0.016] [optim_t 0.438] [lr 0.002762] [CE 4.262 (4.263)] [KD 3.597 (3.629)] +2024-10-16 03:27:15,534 - Train: 18.27% [228550/1251000] [182.7/1000.0] [batch_t 0.368 (0.417)] [data_t 0.016] [optim_t 0.352] [lr 0.002762] [CE 4.688 (4.252)] [KD 3.941 (3.612)] +2024-10-16 03:27:36,840 - Train: 18.27% [228600/1251000] [182.7/1000.0] [batch_t 0.494 (0.426)] [data_t 0.015] [optim_t 0.478] [lr 0.002762] [CE 5.033 (4.371)] [KD 3.919 (3.658)] +2024-10-16 03:27:58,284 - Train: 18.28% [228650/1251000] [182.8/1000.0] [batch_t 0.422 (0.429)] [data_t 0.016] [optim_t 0.406] [lr 0.002762] [CE 4.028 (4.344)] [KD 3.576 (3.682)] +2024-10-16 03:28:19,942 - Train: 18.28% [228700/1251000] [182.8/1000.0] [batch_t 0.446 (0.433)] [data_t 0.102] [optim_t 0.344] [lr 0.002762] [CE 4.613 (4.191)] [KD 3.842 (3.615)] +2024-10-16 03:28:41,280 - Train: 18.29% [228750/1251000] [182.9/1000.0] [batch_t 0.396 (0.427)] [data_t 0.052] [optim_t 0.345] [lr 0.002762] [CE 4.030 (4.236)] [KD 3.624 (3.619)] +2024-10-16 03:29:01,893 - Train: 18.29% [228800/1251000] [182.9/1000.0] [batch_t 0.419 (0.412)] [data_t 0.073] [optim_t 0.346] [lr 0.002762] [CE 4.219 (4.275)] [KD 3.521 (3.617)] +2024-10-16 03:29:22,477 - Train: 18.29% [228850/1251000] [182.9/1000.0] [batch_t 0.366 (0.412)] [data_t 0.015] [optim_t 0.350] [lr 0.002761] [CE 4.126 (4.296)] [KD 3.514 (3.625)] +2024-10-16 03:29:43,426 - Train: 18.30% [228900/1251000] [183.0/1000.0] [batch_t 0.470 (0.419)] [data_t 0.128] [optim_t 0.342] [lr 0.002761] [CE 4.417 (4.384)] [KD 3.696 (3.664)] +2024-10-16 03:29:56,448 - ==> Total time: 1 day, 3:48:05 Eta: 5 days, 4:07:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 03:30:08,978 - Train: 18.30% [228950/1251000] [183.0/1000.0] [batch_t 0.360 (0.645)] [data_t 0.016] [optim_t 0.344] [lr 0.002761] [CE 4.103 (4.140)] [KD 3.566 (3.553)] +2024-10-16 03:30:29,305 - Train: 18.31% [229000/1251000] [183.1/1000.0] [batch_t 0.361 (0.406)] [data_t 0.015] [optim_t 0.346] [lr 0.002761] [CE 4.284 (4.334)] [KD 3.675 (3.637)] +2024-10-16 03:30:50,765 - Train: 18.31% [229050/1251000] [183.1/1000.0] [batch_t 0.412 (0.429)] [data_t 0.068] [optim_t 0.344] [lr 0.002761] [CE 4.834 (4.245)] [KD 3.846 (3.604)] +2024-10-16 03:31:12,484 - Train: 18.31% [229100/1251000] [183.1/1000.0] [batch_t 0.423 (0.434)] [data_t 0.075] [optim_t 0.347] [lr 0.002761] [CE 3.831 (4.299)] [KD 3.457 (3.652)] +2024-10-16 03:31:34,480 - Train: 18.32% [229150/1251000] [183.2/1000.0] [batch_t 0.401 (0.440)] [data_t 0.058] [optim_t 0.343] [lr 0.002761] [CE 4.202 (4.309)] [KD 3.697 (3.654)] +2024-10-16 03:31:55,917 - Train: 18.32% [229200/1251000] [183.2/1000.0] [batch_t 0.473 (0.429)] [data_t 0.131] [optim_t 0.342] [lr 0.002761] [CE 4.024 (4.303)] [KD 3.590 (3.621)] +2024-10-16 03:32:17,029 - Train: 18.33% [229250/1251000] [183.3/1000.0] [batch_t 0.447 (0.422)] [data_t 0.102] [optim_t 0.345] [lr 0.002761] [CE 4.655 (4.297)] [KD 3.894 (3.630)] +2024-10-16 03:32:38,012 - Train: 18.33% [229300/1251000] [183.3/1000.0] [batch_t 0.436 (0.420)] [data_t 0.091] [optim_t 0.345] [lr 0.002761] [CE 4.691 (4.303)] [KD 3.867 (3.697)] +2024-10-16 03:32:58,855 - Train: 18.33% [229350/1251000] [183.3/1000.0] [batch_t 0.433 (0.417)] [data_t 0.086] [optim_t 0.346] [lr 0.002760] [CE 4.443 (4.344)] [KD 3.550 (3.583)] +2024-10-16 03:33:19,837 - Train: 18.34% [229400/1251000] [183.4/1000.0] [batch_t 0.420 (0.420)] [data_t 0.076] [optim_t 0.344] [lr 0.002760] [CE 4.038 (4.352)] [KD 3.524 (3.670)] +2024-10-16 03:33:40,923 - Train: 18.34% [229450/1251000] [183.4/1000.0] [batch_t 0.483 (0.422)] [data_t 0.138] [optim_t 0.345] [lr 0.002760] [CE 4.380 (4.348)] [KD 3.641 (3.685)] +2024-10-16 03:34:01,771 - Train: 18.35% [229500/1251000] [183.5/1000.0] [batch_t 0.390 (0.417)] [data_t 0.046] [optim_t 0.344] [lr 0.002760] [CE 4.170 (4.342)] [KD 3.569 (3.653)] +2024-10-16 03:34:22,404 - Train: 18.35% [229550/1251000] [183.5/1000.0] [batch_t 0.362 (0.413)] [data_t 0.015] [optim_t 0.347] [lr 0.002760] [CE 4.506 (4.277)] [KD 3.862 (3.616)] +2024-10-16 03:34:43,829 - Train: 18.35% [229600/1251000] [183.5/1000.0] [batch_t 0.454 (0.428)] [data_t 0.015] [optim_t 0.439] [lr 0.002760] [CE 4.295 (4.359)] [KD 3.596 (3.720)] +2024-10-16 03:35:05,358 - Train: 18.36% [229650/1251000] [183.6/1000.0] [batch_t 0.428 (0.430)] [data_t 0.015] [optim_t 0.413] [lr 0.002760] [CE 4.408 (4.287)] [KD 3.398 (3.626)] +2024-10-16 03:35:27,157 - Train: 18.36% [229700/1251000] [183.6/1000.0] [batch_t 0.490 (0.436)] [data_t 0.015] [optim_t 0.475] [lr 0.002760] [CE 4.217 (4.325)] [KD 3.587 (3.720)] +2024-10-16 03:35:48,137 - Train: 18.37% [229750/1251000] [183.7/1000.0] [batch_t 0.359 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.002760] [CE 4.544 (4.212)] [KD 3.811 (3.627)] +2024-10-16 03:36:08,924 - Train: 18.37% [229800/1251000] [183.7/1000.0] [batch_t 0.360 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.002760] [CE 4.037 (4.235)] [KD 3.552 (3.600)] +2024-10-16 03:36:30,929 - Train: 18.37% [229850/1251000] [183.7/1000.0] [batch_t 0.381 (0.440)] [data_t 0.016] [optim_t 0.365] [lr 0.002759] [CE 4.132 (4.313)] [KD 3.616 (3.708)] +2024-10-16 03:36:52,817 - Train: 18.38% [229900/1251000] [183.8/1000.0] [batch_t 0.382 (0.438)] [data_t 0.016] [optim_t 0.367] [lr 0.002759] [CE 3.690 (4.248)] [KD 3.509 (3.639)] +2024-10-16 03:37:13,951 - Train: 18.38% [229950/1251000] [183.8/1000.0] [batch_t 0.435 (0.423)] [data_t 0.016] [optim_t 0.419] [lr 0.002759] [CE 4.010 (4.293)] [KD 3.488 (3.695)] +2024-10-16 03:37:35,885 - Train: 18.39% [230000/1251000] [183.9/1000.0] [batch_t 0.364 (0.439)] [data_t 0.016] [optim_t 0.348] [lr 0.002759] [CE 4.766 (4.326)] [KD 3.991 (3.653)] +2024-10-16 03:37:56,870 - Train: 18.39% [230050/1251000] [183.9/1000.0] [batch_t 0.362 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002759] [CE 3.947 (4.220)] [KD 3.417 (3.655)] +2024-10-16 03:38:18,072 - Train: 18.39% [230100/1251000] [183.9/1000.0] [batch_t 0.431 (0.424)] [data_t 0.016] [optim_t 0.416] [lr 0.002759] [CE 4.366 (4.257)] [KD 3.777 (3.644)] +2024-10-16 03:38:39,559 - Train: 18.40% [230150/1251000] [184.0/1000.0] [batch_t 0.475 (0.430)] [data_t 0.015] [optim_t 0.459] [lr 0.002759] [CE 4.515 (4.311)] [KD 3.846 (3.709)] +2024-10-16 03:38:53,366 - ==> Total time: 1 day, 3:57:01 Eta: 5 days, 3:57:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 03:39:06,243 - Train: 18.40% [230200/1251000] [184.0/1000.0] [batch_t 0.361 (0.713)] [data_t 0.016] [optim_t 0.345] [lr 0.002759] [CE 4.854 (4.247)] [KD 4.077 (3.641)] +2024-10-16 03:39:25,307 - Train: 18.41% [230250/1251000] [184.1/1000.0] [batch_t 0.441 (0.381)] [data_t 0.093] [optim_t 0.348] [lr 0.002759] [CE 3.859 (4.313)] [KD 3.623 (3.663)] +2024-10-16 03:39:47,504 - Train: 18.41% [230300/1251000] [184.1/1000.0] [batch_t 0.415 (0.444)] [data_t 0.015] [optim_t 0.400] [lr 0.002758] [CE 4.383 (4.258)] [KD 3.556 (3.622)] +2024-10-16 03:40:09,820 - Train: 18.41% [230350/1251000] [184.1/1000.0] [batch_t 0.430 (0.446)] [data_t 0.016] [optim_t 0.414] [lr 0.002758] [CE 4.667 (4.236)] [KD 3.751 (3.625)] +2024-10-16 03:40:31,040 - Train: 18.42% [230400/1251000] [184.2/1000.0] [batch_t 0.366 (0.424)] [data_t 0.016] [optim_t 0.350] [lr 0.002758] [CE 5.169 (4.343)] [KD 3.893 (3.704)] +2024-10-16 03:40:51,985 - Train: 18.42% [230450/1251000] [184.2/1000.0] [batch_t 0.481 (0.419)] [data_t 0.015] [optim_t 0.466] [lr 0.002758] [CE 3.646 (4.382)] [KD 3.276 (3.644)] +2024-10-16 03:41:14,205 - Train: 18.43% [230500/1251000] [184.3/1000.0] [batch_t 0.463 (0.444)] [data_t 0.016] [optim_t 0.447] [lr 0.002758] [CE 4.223 (4.279)] [KD 3.458 (3.608)] +2024-10-16 03:41:36,118 - Train: 18.43% [230550/1251000] [184.3/1000.0] [batch_t 0.475 (0.438)] [data_t 0.015] [optim_t 0.460] [lr 0.002758] [CE 3.981 (4.351)] [KD 3.688 (3.679)] +2024-10-16 03:41:57,185 - Train: 18.43% [230600/1251000] [184.3/1000.0] [batch_t 0.431 (0.421)] [data_t 0.016] [optim_t 0.415] [lr 0.002758] [CE 4.327 (4.298)] [KD 3.620 (3.639)] +2024-10-16 03:42:19,197 - Train: 18.44% [230650/1251000] [184.4/1000.0] [batch_t 0.445 (0.440)] [data_t 0.015] [optim_t 0.429] [lr 0.002758] [CE 3.767 (4.313)] [KD 3.293 (3.594)] +2024-10-16 03:42:40,657 - Train: 18.44% [230700/1251000] [184.4/1000.0] [batch_t 0.362 (0.429)] [data_t 0.016] [optim_t 0.347] [lr 0.002758] [CE 4.475 (4.285)] [KD 3.776 (3.633)] +2024-10-16 03:43:01,535 - Train: 18.45% [230750/1251000] [184.5/1000.0] [batch_t 0.481 (0.417)] [data_t 0.015] [optim_t 0.465] [lr 0.002758] [CE 4.079 (4.400)] [KD 3.381 (3.668)] +2024-10-16 03:43:22,365 - Train: 18.45% [230800/1251000] [184.5/1000.0] [batch_t 0.398 (0.416)] [data_t 0.015] [optim_t 0.383] [lr 0.002757] [CE 3.353 (4.306)] [KD 3.182 (3.670)] +2024-10-16 03:43:43,238 - Train: 18.45% [230850/1251000] [184.5/1000.0] [batch_t 0.365 (0.417)] [data_t 0.016] [optim_t 0.349] [lr 0.002757] [CE 4.303 (4.313)] [KD 3.674 (3.698)] +2024-10-16 03:44:04,128 - Train: 18.46% [230900/1251000] [184.6/1000.0] [batch_t 0.448 (0.418)] [data_t 0.015] [optim_t 0.433] [lr 0.002757] [CE 4.265 (4.344)] [KD 3.627 (3.688)] +2024-10-16 03:44:25,693 - Train: 18.46% [230950/1251000] [184.6/1000.0] [batch_t 0.467 (0.431)] [data_t 0.015] [optim_t 0.452] [lr 0.002757] [CE 3.993 (4.215)] [KD 3.897 (3.637)] +2024-10-16 03:44:46,616 - Train: 18.47% [231000/1251000] [184.7/1000.0] [batch_t 0.364 (0.418)] [data_t 0.015] [optim_t 0.349] [lr 0.002757] [CE 3.981 (4.345)] [KD 3.383 (3.692)] +2024-10-16 03:45:07,747 - Train: 18.47% [231050/1251000] [184.7/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.002757] [CE 3.972 (4.311)] [KD 3.529 (3.637)] +2024-10-16 03:45:28,999 - Train: 18.47% [231100/1251000] [184.7/1000.0] [batch_t 0.435 (0.425)] [data_t 0.015] [optim_t 0.419] [lr 0.002757] [CE 4.875 (4.313)] [KD 3.945 (3.666)] +2024-10-16 03:45:50,820 - Train: 18.48% [231150/1251000] [184.8/1000.0] [batch_t 0.451 (0.436)] [data_t 0.015] [optim_t 0.436] [lr 0.002757] [CE 4.076 (4.343)] [KD 3.480 (3.709)] +2024-10-16 03:46:11,683 - Train: 18.48% [231200/1251000] [184.8/1000.0] [batch_t 0.440 (0.417)] [data_t 0.016] [optim_t 0.424] [lr 0.002757] [CE 4.046 (4.323)] [KD 3.484 (3.623)] +2024-10-16 03:46:33,093 - Train: 18.49% [231250/1251000] [184.9/1000.0] [batch_t 0.361 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.002757] [CE 4.652 (4.314)] [KD 3.766 (3.686)] +2024-10-16 03:46:54,567 - Train: 18.49% [231300/1251000] [184.9/1000.0] [batch_t 0.410 (0.429)] [data_t 0.015] [optim_t 0.394] [lr 0.002756] [CE 4.502 (4.350)] [KD 3.569 (3.682)] +2024-10-16 03:47:15,897 - Train: 18.49% [231350/1251000] [184.9/1000.0] [batch_t 0.446 (0.426)] [data_t 0.016] [optim_t 0.431] [lr 0.002756] [CE 4.334 (4.324)] [KD 3.835 (3.617)] +2024-10-16 03:47:37,229 - Train: 18.50% [231400/1251000] [185.0/1000.0] [batch_t 0.367 (0.427)] [data_t 0.015] [optim_t 0.352] [lr 0.002756] [CE 4.187 (4.199)] [KD 3.643 (3.558)] +2024-10-16 03:48:12,118 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 37267] [top5_cnt 46122] [top_all 50000] +2024-10-16 03:48:12,119 - net: 74.534 (92.244) +2024-10-16 03:48:33,532 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 39644] [top5_cnt 47376] [top_all 50000] +2024-10-16 03:48:33,533 - net_E: 79.288 (94.752) +2024-10-16 03:48:33,682 - Max [top1: 74.534 (epoch: 185)] [top1-ema: 79.314 (epoch: 180)] +2024-10-16 03:48:33,683 - ==> Total time: 1 day, 4:06:42 Eta: 5 days, 3:50:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 03:48:47,217 - Train: 18.50% [231450/1251000] [185.0/1000.0] [batch_t 0.359 (0.615)] [data_t 0.016] [optim_t 0.343] [lr 0.002756] [CE 4.345 (4.381)] [KD 3.499 (3.702)] +2024-10-16 03:49:06,764 - Train: 18.51% [231500/1251000] [185.1/1000.0] [batch_t 0.386 (0.391)] [data_t 0.016] [optim_t 0.371] [lr 0.002756] [CE 4.311 (4.328)] [KD 3.628 (3.626)] +2024-10-16 03:49:28,469 - Train: 18.51% [231550/1251000] [185.1/1000.0] [batch_t 0.413 (0.434)] [data_t 0.016] [optim_t 0.397] [lr 0.002756] [CE 4.253 (4.339)] [KD 3.526 (3.601)] +2024-10-16 03:49:50,361 - Train: 18.51% [231600/1251000] [185.1/1000.0] [batch_t 0.453 (0.438)] [data_t 0.111] [optim_t 0.341] [lr 0.002756] [CE 4.607 (4.355)] [KD 3.611 (3.620)] +2024-10-16 03:50:12,524 - Train: 18.52% [231650/1251000] [185.2/1000.0] [batch_t 0.402 (0.443)] [data_t 0.060] [optim_t 0.342] [lr 0.002756] [CE 4.238 (4.225)] [KD 3.649 (3.586)] +2024-10-16 03:50:34,316 - Train: 18.52% [231700/1251000] [185.2/1000.0] [batch_t 0.436 (0.436)] [data_t 0.094] [optim_t 0.341] [lr 0.002756] [CE 4.275 (4.225)] [KD 3.505 (3.582)] +2024-10-16 03:50:55,548 - Train: 18.53% [231750/1251000] [185.3/1000.0] [batch_t 0.460 (0.425)] [data_t 0.117] [optim_t 0.342] [lr 0.002756] [CE 4.177 (4.280)] [KD 3.607 (3.634)] +2024-10-16 03:51:16,503 - Train: 18.53% [231800/1251000] [185.3/1000.0] [batch_t 0.386 (0.419)] [data_t 0.043] [optim_t 0.343] [lr 0.002755] [CE 4.230 (4.251)] [KD 3.629 (3.604)] +2024-10-16 03:51:37,670 - Train: 18.53% [231850/1251000] [185.3/1000.0] [batch_t 0.424 (0.423)] [data_t 0.015] [optim_t 0.408] [lr 0.002755] [CE 4.093 (4.270)] [KD 3.767 (3.657)] +2024-10-16 03:51:59,111 - Train: 18.54% [231900/1251000] [185.4/1000.0] [batch_t 0.407 (0.429)] [data_t 0.015] [optim_t 0.392] [lr 0.002755] [CE 4.439 (4.343)] [KD 3.635 (3.711)] +2024-10-16 03:52:20,169 - Train: 18.54% [231950/1251000] [185.4/1000.0] [batch_t 0.420 (0.421)] [data_t 0.015] [optim_t 0.405] [lr 0.002755] [CE 4.069 (4.307)] [KD 3.477 (3.720)] +2024-10-16 03:52:41,111 - Train: 18.55% [232000/1251000] [185.5/1000.0] [batch_t 0.491 (0.419)] [data_t 0.016] [optim_t 0.475] [lr 0.002755] [CE 3.914 (4.316)] [KD 3.514 (3.711)] +2024-10-16 03:53:01,810 - Train: 18.55% [232050/1251000] [185.5/1000.0] [batch_t 0.432 (0.414)] [data_t 0.015] [optim_t 0.417] [lr 0.002755] [CE 4.227 (4.287)] [KD 3.417 (3.675)] +2024-10-16 03:53:22,600 - Train: 18.55% [232100/1251000] [185.5/1000.0] [batch_t 0.484 (0.416)] [data_t 0.015] [optim_t 0.469] [lr 0.002755] [CE 4.280 (4.263)] [KD 3.737 (3.662)] +2024-10-16 03:53:43,925 - Train: 18.56% [232150/1251000] [185.6/1000.0] [batch_t 0.384 (0.426)] [data_t 0.015] [optim_t 0.369] [lr 0.002755] [CE 4.065 (4.337)] [KD 3.450 (3.688)] +2024-10-16 03:54:05,976 - Train: 18.56% [232200/1251000] [185.6/1000.0] [batch_t 0.448 (0.441)] [data_t 0.015] [optim_t 0.433] [lr 0.002755] [CE 4.488 (4.337)] [KD 3.601 (3.647)] +2024-10-16 03:54:27,165 - Train: 18.57% [232250/1251000] [185.7/1000.0] [batch_t 0.443 (0.424)] [data_t 0.015] [optim_t 0.428] [lr 0.002755] [CE 4.225 (4.314)] [KD 3.641 (3.663)] +2024-10-16 03:54:48,746 - Train: 18.57% [232300/1251000] [185.7/1000.0] [batch_t 0.440 (0.432)] [data_t 0.016] [optim_t 0.425] [lr 0.002754] [CE 4.186 (4.301)] [KD 3.736 (3.648)] +2024-10-16 03:55:10,465 - Train: 18.57% [232350/1251000] [185.7/1000.0] [batch_t 0.442 (0.434)] [data_t 0.015] [optim_t 0.427] [lr 0.002754] [CE 4.505 (4.243)] [KD 3.717 (3.613)] +2024-10-16 03:55:31,843 - Train: 18.58% [232400/1251000] [185.8/1000.0] [batch_t 0.430 (0.427)] [data_t 0.015] [optim_t 0.415] [lr 0.002754] [CE 4.167 (4.273)] [KD 3.678 (3.633)] +2024-10-16 03:55:52,921 - Train: 18.58% [232450/1251000] [185.8/1000.0] [batch_t 0.400 (0.421)] [data_t 0.015] [optim_t 0.384] [lr 0.002754] [CE 4.071 (4.329)] [KD 3.457 (3.665)] +2024-10-16 03:56:14,244 - Train: 18.59% [232500/1251000] [185.9/1000.0] [batch_t 0.373 (0.426)] [data_t 0.015] [optim_t 0.357] [lr 0.002754] [CE 4.446 (4.317)] [KD 3.457 (3.650)] +2024-10-16 03:56:35,916 - Train: 18.59% [232550/1251000] [185.9/1000.0] [batch_t 0.469 (0.433)] [data_t 0.016] [optim_t 0.454] [lr 0.002754] [CE 4.571 (4.363)] [KD 3.733 (3.671)] +2024-10-16 03:56:58,203 - Train: 18.59% [232600/1251000] [185.9/1000.0] [batch_t 0.492 (0.446)] [data_t 0.015] [optim_t 0.477] [lr 0.002754] [CE 4.380 (4.276)] [KD 3.770 (3.662)] +2024-10-16 03:57:19,582 - Train: 18.60% [232650/1251000] [186.0/1000.0] [batch_t 0.419 (0.427)] [data_t 0.015] [optim_t 0.404] [lr 0.002754] [CE 4.512 (4.305)] [KD 3.738 (3.700)] +2024-10-16 03:57:34,201 - ==> Total time: 1 day, 4:15:42 Eta: 5 days, 3:41:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 03:57:45,748 - Train: 18.60% [232700/1251000] [186.0/1000.0] [batch_t 0.358 (0.730)] [data_t 0.015] [optim_t 0.342] [lr 0.002754] [CE 4.437 (4.390)] [KD 3.826 (3.604)] +2024-10-16 03:58:06,381 - Train: 18.61% [232750/1251000] [186.1/1000.0] [batch_t 0.466 (0.413)] [data_t 0.015] [optim_t 0.451] [lr 0.002753] [CE 4.334 (4.282)] [KD 3.597 (3.617)] +2024-10-16 03:58:27,948 - Train: 18.61% [232800/1251000] [186.1/1000.0] [batch_t 0.431 (0.431)] [data_t 0.088] [optim_t 0.342] [lr 0.002753] [CE 4.479 (4.317)] [KD 3.905 (3.642)] +2024-10-16 03:58:49,267 - Train: 18.61% [232850/1251000] [186.1/1000.0] [batch_t 0.406 (0.426)] [data_t 0.062] [optim_t 0.344] [lr 0.002753] [CE 4.053 (4.294)] [KD 3.534 (3.681)] +2024-10-16 03:59:09,742 - Train: 18.62% [232900/1251000] [186.2/1000.0] [batch_t 0.390 (0.409)] [data_t 0.046] [optim_t 0.344] [lr 0.002753] [CE 4.713 (4.362)] [KD 3.721 (3.701)] +2024-10-16 03:59:30,301 - Train: 18.62% [232950/1251000] [186.2/1000.0] [batch_t 0.390 (0.411)] [data_t 0.050] [optim_t 0.341] [lr 0.002753] [CE 4.057 (4.255)] [KD 3.360 (3.557)] +2024-10-16 03:59:51,230 - Train: 18.63% [233000/1251000] [186.3/1000.0] [batch_t 0.459 (0.418)] [data_t 0.118] [optim_t 0.341] [lr 0.002753] [CE 4.223 (4.388)] [KD 3.727 (3.708)] +2024-10-16 04:00:12,091 - Train: 18.63% [233050/1251000] [186.3/1000.0] [batch_t 0.416 (0.417)] [data_t 0.070] [optim_t 0.346] [lr 0.002753] [CE 4.315 (4.268)] [KD 3.557 (3.648)] +2024-10-16 04:00:32,899 - Train: 18.63% [233100/1251000] [186.3/1000.0] [batch_t 0.427 (0.416)] [data_t 0.084] [optim_t 0.343] [lr 0.002753] [CE 4.187 (4.268)] [KD 3.316 (3.614)] +2024-10-16 04:00:53,532 - Train: 18.64% [233150/1251000] [186.4/1000.0] [batch_t 0.448 (0.413)] [data_t 0.015] [optim_t 0.433] [lr 0.002753] [CE 4.618 (4.233)] [KD 3.744 (3.595)] +2024-10-16 04:01:14,717 - Train: 18.64% [233200/1251000] [186.4/1000.0] [batch_t 0.410 (0.424)] [data_t 0.015] [optim_t 0.394] [lr 0.002753] [CE 4.348 (4.315)] [KD 3.591 (3.694)] +2024-10-16 04:01:35,637 - Train: 18.65% [233250/1251000] [186.5/1000.0] [batch_t 0.472 (0.418)] [data_t 0.015] [optim_t 0.457] [lr 0.002752] [CE 3.755 (4.258)] [KD 3.548 (3.658)] +2024-10-16 04:01:56,316 - Train: 18.65% [233300/1251000] [186.5/1000.0] [batch_t 0.449 (0.413)] [data_t 0.016] [optim_t 0.433] [lr 0.002752] [CE 4.580 (4.262)] [KD 4.049 (3.649)] +2024-10-16 04:02:18,276 - Train: 18.65% [233350/1251000] [186.5/1000.0] [batch_t 0.899 (0.439)] [data_t 0.015] [optim_t 0.883] [lr 0.002752] [CE 4.840 (4.342)] [KD 3.905 (3.643)] +2024-10-16 04:02:38,754 - Train: 18.66% [233400/1251000] [186.6/1000.0] [batch_t 0.427 (0.409)] [data_t 0.016] [optim_t 0.412] [lr 0.002752] [CE 4.242 (4.313)] [KD 3.532 (3.713)] +2024-10-16 04:02:59,550 - Train: 18.66% [233450/1251000] [186.6/1000.0] [batch_t 0.480 (0.416)] [data_t 0.016] [optim_t 0.464] [lr 0.002752] [CE 4.031 (4.382)] [KD 3.534 (3.747)] +2024-10-16 04:03:20,463 - Train: 18.67% [233500/1251000] [186.7/1000.0] [batch_t 0.413 (0.418)] [data_t 0.015] [optim_t 0.398] [lr 0.002752] [CE 4.245 (4.286)] [KD 3.716 (3.677)] +2024-10-16 04:03:41,431 - Train: 18.67% [233550/1251000] [186.7/1000.0] [batch_t 0.413 (0.419)] [data_t 0.015] [optim_t 0.398] [lr 0.002752] [CE 4.149 (4.273)] [KD 3.561 (3.654)] +2024-10-16 04:04:02,358 - Train: 18.67% [233600/1251000] [186.7/1000.0] [batch_t 0.395 (0.418)] [data_t 0.015] [optim_t 0.380] [lr 0.002752] [CE 4.480 (4.278)] [KD 3.686 (3.610)] +2024-10-16 04:04:24,045 - Train: 18.68% [233650/1251000] [186.8/1000.0] [batch_t 0.362 (0.434)] [data_t 0.016] [optim_t 0.347] [lr 0.002752] [CE 4.467 (4.346)] [KD 3.678 (3.688)] +2024-10-16 04:04:45,025 - Train: 18.68% [233700/1251000] [186.8/1000.0] [batch_t 0.433 (0.419)] [data_t 0.090] [optim_t 0.343] [lr 0.002752] [CE 4.096 (4.282)] [KD 3.425 (3.645)] +2024-10-16 04:05:06,264 - Train: 18.69% [233750/1251000] [186.9/1000.0] [batch_t 0.368 (0.425)] [data_t 0.015] [optim_t 0.352] [lr 0.002751] [CE 4.258 (4.276)] [KD 3.580 (3.679)] +2024-10-16 04:05:27,238 - Train: 18.69% [233800/1251000] [186.9/1000.0] [batch_t 0.405 (0.419)] [data_t 0.061] [optim_t 0.344] [lr 0.002751] [CE 3.741 (4.238)] [KD 3.352 (3.610)] +2024-10-16 04:05:48,493 - Train: 18.69% [233850/1251000] [186.9/1000.0] [batch_t 0.410 (0.425)] [data_t 0.064] [optim_t 0.347] [lr 0.002751] [CE 4.295 (4.314)] [KD 3.605 (3.665)] +2024-10-16 04:06:09,321 - Train: 18.70% [233900/1251000] [187.0/1000.0] [batch_t 0.380 (0.416)] [data_t 0.041] [optim_t 0.339] [lr 0.002751] [CE 4.165 (4.364)] [KD 3.497 (3.709)] +2024-10-16 04:06:24,390 - ==> Total time: 1 day, 4:24:33 Eta: 5 days, 3:30:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 04:06:35,606 - Train: 18.70% [233950/1251000] [187.0/1000.0] [batch_t 0.359 (0.758)] [data_t 0.015] [optim_t 0.343] [lr 0.002751] [CE 4.380 (4.367)] [KD 3.532 (3.593)] +2024-10-16 04:06:55,730 - Train: 18.71% [234000/1251000] [187.1/1000.0] [batch_t 0.366 (0.402)] [data_t 0.015] [optim_t 0.351] [lr 0.002751] [CE 4.289 (4.236)] [KD 3.666 (3.572)] +2024-10-16 04:07:15,747 - Train: 18.71% [234050/1251000] [187.1/1000.0] [batch_t 0.423 (0.400)] [data_t 0.015] [optim_t 0.407] [lr 0.002751] [CE 4.385 (4.300)] [KD 3.662 (3.592)] +2024-10-16 04:07:35,591 - Train: 18.71% [234100/1251000] [187.1/1000.0] [batch_t 0.395 (0.397)] [data_t 0.015] [optim_t 0.379] [lr 0.002751] [CE 4.382 (4.292)] [KD 3.427 (3.594)] +2024-10-16 04:07:55,616 - Train: 18.72% [234150/1251000] [187.2/1000.0] [batch_t 0.408 (0.400)] [data_t 0.015] [optim_t 0.393] [lr 0.002751] [CE 4.646 (4.279)] [KD 3.651 (3.613)] +2024-10-16 04:08:16,457 - Train: 18.72% [234200/1251000] [187.2/1000.0] [batch_t 0.412 (0.417)] [data_t 0.015] [optim_t 0.396] [lr 0.002750] [CE 4.227 (4.269)] [KD 3.381 (3.585)] +2024-10-16 04:08:37,353 - Train: 18.73% [234250/1251000] [187.3/1000.0] [batch_t 0.412 (0.418)] [data_t 0.015] [optim_t 0.396] [lr 0.002750] [CE 4.559 (4.290)] [KD 3.856 (3.565)] +2024-10-16 04:08:58,200 - Train: 18.73% [234300/1251000] [187.3/1000.0] [batch_t 0.402 (0.417)] [data_t 0.015] [optim_t 0.387] [lr 0.002750] [CE 4.814 (4.273)] [KD 3.826 (3.636)] +2024-10-16 04:09:19,194 - Train: 18.73% [234350/1251000] [187.3/1000.0] [batch_t 0.426 (0.420)] [data_t 0.016] [optim_t 0.411] [lr 0.002750] [CE 4.393 (4.272)] [KD 3.692 (3.628)] +2024-10-16 04:09:40,128 - Train: 18.74% [234400/1251000] [187.4/1000.0] [batch_t 0.364 (0.419)] [data_t 0.016] [optim_t 0.348] [lr 0.002750] [CE 4.346 (4.263)] [KD 3.683 (3.625)] +2024-10-16 04:10:01,211 - Train: 18.74% [234450/1251000] [187.4/1000.0] [batch_t 0.398 (0.422)] [data_t 0.016] [optim_t 0.382] [lr 0.002750] [CE 4.117 (4.263)] [KD 3.481 (3.603)] +2024-10-16 04:10:22,066 - Train: 18.75% [234500/1251000] [187.5/1000.0] [batch_t 0.416 (0.417)] [data_t 0.015] [optim_t 0.400] [lr 0.002750] [CE 3.979 (4.346)] [KD 3.521 (3.661)] +2024-10-16 04:10:42,678 - Train: 18.75% [234550/1251000] [187.5/1000.0] [batch_t 0.424 (0.412)] [data_t 0.015] [optim_t 0.408] [lr 0.002750] [CE 4.050 (4.333)] [KD 3.418 (3.643)] +2024-10-16 04:11:03,610 - Train: 18.75% [234600/1251000] [187.5/1000.0] [batch_t 0.391 (0.419)] [data_t 0.015] [optim_t 0.376] [lr 0.002750] [CE 4.125 (4.292)] [KD 3.697 (3.644)] +2024-10-16 04:11:24,805 - Train: 18.76% [234650/1251000] [187.6/1000.0] [batch_t 0.405 (0.424)] [data_t 0.015] [optim_t 0.390] [lr 0.002750] [CE 4.966 (4.331)] [KD 3.857 (3.674)] +2024-10-16 04:11:45,923 - Train: 18.76% [234700/1251000] [187.6/1000.0] [batch_t 0.409 (0.422)] [data_t 0.015] [optim_t 0.394] [lr 0.002749] [CE 4.435 (4.234)] [KD 3.628 (3.598)] +2024-10-16 04:12:07,001 - Train: 18.76% [234750/1251000] [187.6/1000.0] [batch_t 0.477 (0.421)] [data_t 0.016] [optim_t 0.461] [lr 0.002749] [CE 4.494 (4.329)] [KD 3.488 (3.676)] +2024-10-16 04:12:28,642 - Train: 18.77% [234800/1251000] [187.7/1000.0] [batch_t 0.374 (0.433)] [data_t 0.015] [optim_t 0.359] [lr 0.002749] [CE 4.401 (4.314)] [KD 3.718 (3.711)] +2024-10-16 04:12:49,960 - Train: 18.77% [234850/1251000] [187.7/1000.0] [batch_t 0.459 (0.426)] [data_t 0.016] [optim_t 0.444] [lr 0.002749] [CE 3.650 (4.269)] [KD 3.304 (3.667)] +2024-10-16 04:13:10,986 - Train: 18.78% [234900/1251000] [187.8/1000.0] [batch_t 0.398 (0.420)] [data_t 0.015] [optim_t 0.383] [lr 0.002749] [CE 3.894 (4.336)] [KD 3.368 (3.707)] +2024-10-16 04:13:31,637 - Train: 18.78% [234950/1251000] [187.8/1000.0] [batch_t 0.400 (0.413)] [data_t 0.015] [optim_t 0.385] [lr 0.002749] [CE 4.537 (4.383)] [KD 3.594 (3.615)] +2024-10-16 04:13:53,105 - Train: 18.78% [235000/1251000] [187.8/1000.0] [batch_t 0.397 (0.429)] [data_t 0.015] [optim_t 0.381] [lr 0.002749] [CE 4.130 (4.293)] [KD 3.720 (3.621)] +2024-10-16 04:14:13,732 - Train: 18.79% [235050/1251000] [187.9/1000.0] [batch_t 0.363 (0.412)] [data_t 0.015] [optim_t 0.347] [lr 0.002749] [CE 4.544 (4.340)] [KD 3.798 (3.642)] +2024-10-16 04:14:35,437 - Train: 18.79% [235100/1251000] [187.9/1000.0] [batch_t 0.444 (0.434)] [data_t 0.016] [optim_t 0.429] [lr 0.002749] [CE 4.218 (4.301)] [KD 3.573 (3.645)] +2024-10-16 04:14:57,017 - Train: 18.80% [235150/1251000] [188.0/1000.0] [batch_t 0.432 (0.431)] [data_t 0.015] [optim_t 0.417] [lr 0.002749] [CE 4.614 (4.312)] [KD 3.684 (3.593)] +2024-10-16 04:15:12,362 - ==> Total time: 1 day, 4:33:20 Eta: 5 days, 3:20:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 04:15:23,123 - Train: 18.80% [235200/1251000] [188.0/1000.0] [batch_t 0.363 (0.787)] [data_t 0.016] [optim_t 0.347] [lr 0.002748] [CE 4.668 (4.381)] [KD 3.859 (3.623)] +2024-10-16 04:15:42,889 - Train: 18.80% [235250/1251000] [188.0/1000.0] [batch_t 0.397 (0.395)] [data_t 0.016] [optim_t 0.381] [lr 0.002748] [CE 4.230 (4.267)] [KD 3.512 (3.547)] +2024-10-16 04:16:04,087 - Train: 18.81% [235300/1251000] [188.1/1000.0] [batch_t 0.394 (0.424)] [data_t 0.016] [optim_t 0.379] [lr 0.002748] [CE 4.424 (4.302)] [KD 3.617 (3.616)] +2024-10-16 04:16:24,950 - Train: 18.81% [235350/1251000] [188.1/1000.0] [batch_t 0.470 (0.417)] [data_t 0.015] [optim_t 0.454] [lr 0.002748] [CE 4.061 (4.225)] [KD 3.577 (3.626)] +2024-10-16 04:16:46,123 - Train: 18.82% [235400/1251000] [188.2/1000.0] [batch_t 0.424 (0.423)] [data_t 0.015] [optim_t 0.409] [lr 0.002748] [CE 4.316 (4.249)] [KD 3.619 (3.615)] +2024-10-16 04:17:07,489 - Train: 18.82% [235450/1251000] [188.2/1000.0] [batch_t 0.407 (0.427)] [data_t 0.015] [optim_t 0.391] [lr 0.002748] [CE 3.976 (4.352)] [KD 3.633 (3.668)] +2024-10-16 04:17:29,040 - Train: 18.82% [235500/1251000] [188.2/1000.0] [batch_t 0.434 (0.431)] [data_t 0.015] [optim_t 0.418] [lr 0.002748] [CE 4.105 (4.302)] [KD 3.565 (3.629)] +2024-10-16 04:17:50,030 - Train: 18.83% [235550/1251000] [188.3/1000.0] [batch_t 0.479 (0.420)] [data_t 0.015] [optim_t 0.464] [lr 0.002748] [CE 3.903 (4.338)] [KD 3.402 (3.636)] +2024-10-16 04:18:10,888 - Train: 18.83% [235600/1251000] [188.3/1000.0] [batch_t 0.434 (0.417)] [data_t 0.015] [optim_t 0.418] [lr 0.002748] [CE 4.520 (4.304)] [KD 3.677 (3.638)] +2024-10-16 04:18:31,921 - Train: 18.84% [235650/1251000] [188.4/1000.0] [batch_t 0.420 (0.421)] [data_t 0.015] [optim_t 0.405] [lr 0.002747] [CE 4.335 (4.369)] [KD 3.656 (3.710)] +2024-10-16 04:18:53,024 - Train: 18.84% [235700/1251000] [188.4/1000.0] [batch_t 0.439 (0.422)] [data_t 0.015] [optim_t 0.424] [lr 0.002747] [CE 4.219 (4.406)] [KD 3.495 (3.661)] +2024-10-16 04:19:14,088 - Train: 18.84% [235750/1251000] [188.4/1000.0] [batch_t 0.467 (0.421)] [data_t 0.015] [optim_t 0.452] [lr 0.002747] [CE 4.135 (4.277)] [KD 3.342 (3.620)] +2024-10-16 04:19:35,327 - Train: 18.85% [235800/1251000] [188.5/1000.0] [batch_t 0.401 (0.425)] [data_t 0.015] [optim_t 0.386] [lr 0.002747] [CE 3.716 (4.282)] [KD 3.285 (3.653)] +2024-10-16 04:19:56,803 - Train: 18.85% [235850/1251000] [188.5/1000.0] [batch_t 0.474 (0.429)] [data_t 0.015] [optim_t 0.459] [lr 0.002747] [CE 4.932 (4.345)] [KD 4.007 (3.594)] +2024-10-16 04:20:18,204 - Train: 18.86% [235900/1251000] [188.6/1000.0] [batch_t 0.479 (0.428)] [data_t 0.015] [optim_t 0.464] [lr 0.002747] [CE 4.214 (4.317)] [KD 3.693 (3.662)] +2024-10-16 04:20:39,393 - Train: 18.86% [235950/1251000] [188.6/1000.0] [batch_t 0.455 (0.424)] [data_t 0.015] [optim_t 0.440] [lr 0.002747] [CE 4.051 (4.342)] [KD 3.746 (3.665)] +2024-10-16 04:21:00,763 - Train: 18.86% [236000/1251000] [188.6/1000.0] [batch_t 0.362 (0.427)] [data_t 0.015] [optim_t 0.346] [lr 0.002747] [CE 4.334 (4.336)] [KD 3.685 (3.694)] +2024-10-16 04:21:21,891 - Train: 18.87% [236050/1251000] [188.7/1000.0] [batch_t 0.492 (0.422)] [data_t 0.015] [optim_t 0.476] [lr 0.002747] [CE 4.810 (4.297)] [KD 3.960 (3.693)] +2024-10-16 04:21:43,086 - Train: 18.87% [236100/1251000] [188.7/1000.0] [batch_t 0.421 (0.424)] [data_t 0.015] [optim_t 0.406] [lr 0.002747] [CE 4.108 (4.304)] [KD 3.583 (3.696)] +2024-10-16 04:22:04,608 - Train: 18.88% [236150/1251000] [188.8/1000.0] [batch_t 0.477 (0.430)] [data_t 0.015] [optim_t 0.462] [lr 0.002746] [CE 4.197 (4.321)] [KD 3.611 (3.734)] +2024-10-16 04:22:26,206 - Train: 18.88% [236200/1251000] [188.8/1000.0] [batch_t 0.408 (0.432)] [data_t 0.015] [optim_t 0.392] [lr 0.002746] [CE 4.378 (4.360)] [KD 3.605 (3.610)] +2024-10-16 04:22:47,784 - Train: 18.88% [236250/1251000] [188.8/1000.0] [batch_t 0.412 (0.431)] [data_t 0.016] [optim_t 0.396] [lr 0.002746] [CE 3.491 (4.339)] [KD 3.349 (3.676)] +2024-10-16 04:23:09,321 - Train: 18.89% [236300/1251000] [188.9/1000.0] [batch_t 0.438 (0.431)] [data_t 0.016] [optim_t 0.422] [lr 0.002746] [CE 3.955 (4.319)] [KD 3.561 (3.608)] +2024-10-16 04:23:30,951 - Train: 18.89% [236350/1251000] [188.9/1000.0] [batch_t 0.445 (0.432)] [data_t 0.015] [optim_t 0.430] [lr 0.002746] [CE 3.802 (4.322)] [KD 3.544 (3.598)] +2024-10-16 04:23:52,131 - Train: 18.90% [236400/1251000] [189.0/1000.0] [batch_t 0.364 (0.423)] [data_t 0.015] [optim_t 0.349] [lr 0.002746] [CE 4.159 (4.325)] [KD 3.605 (3.664)] +2024-10-16 04:24:07,813 - ==> Total time: 1 day, 4:42:16 Eta: 5 days, 3:10:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 04:24:18,821 - Train: 18.90% [236450/1251000] [189.0/1000.0] [batch_t 0.361 (0.848)] [data_t 0.016] [optim_t 0.345] [lr 0.002746] [CE 4.038 (4.208)] [KD 3.453 (3.610)] +2024-10-16 04:24:38,801 - Train: 18.90% [236500/1251000] [189.0/1000.0] [batch_t 0.472 (0.399)] [data_t 0.015] [optim_t 0.457] [lr 0.002746] [CE 3.324 (4.321)] [KD 3.090 (3.650)] +2024-10-16 04:25:00,923 - Train: 18.91% [236550/1251000] [189.1/1000.0] [batch_t 0.427 (0.442)] [data_t 0.015] [optim_t 0.412] [lr 0.002746] [CE 4.546 (4.262)] [KD 3.657 (3.586)] +2024-10-16 04:25:22,754 - Train: 18.91% [236600/1251000] [189.1/1000.0] [batch_t 0.465 (0.437)] [data_t 0.016] [optim_t 0.449] [lr 0.002745] [CE 3.727 (4.302)] [KD 3.469 (3.570)] +2024-10-16 04:25:44,326 - Train: 18.92% [236650/1251000] [189.2/1000.0] [batch_t 0.467 (0.431)] [data_t 0.015] [optim_t 0.451] [lr 0.002745] [CE 3.995 (4.293)] [KD 3.569 (3.639)] +2024-10-16 04:26:05,977 - Train: 18.92% [236700/1251000] [189.2/1000.0] [batch_t 0.406 (0.433)] [data_t 0.016] [optim_t 0.390] [lr 0.002745] [CE 4.176 (4.345)] [KD 3.518 (3.684)] +2024-10-16 04:26:27,475 - Train: 18.92% [236750/1251000] [189.2/1000.0] [batch_t 0.412 (0.430)] [data_t 0.016] [optim_t 0.396] [lr 0.002745] [CE 3.963 (4.272)] [KD 3.457 (3.652)] +2024-10-16 04:26:49,177 - Train: 18.93% [236800/1251000] [189.3/1000.0] [batch_t 0.483 (0.434)] [data_t 0.016] [optim_t 0.467] [lr 0.002745] [CE 4.495 (4.354)] [KD 3.658 (3.662)] +2024-10-16 04:27:10,765 - Train: 18.93% [236850/1251000] [189.3/1000.0] [batch_t 0.524 (0.432)] [data_t 0.015] [optim_t 0.508] [lr 0.002745] [CE 4.270 (4.327)] [KD 3.421 (3.657)] +2024-10-16 04:27:32,115 - Train: 18.94% [236900/1251000] [189.4/1000.0] [batch_t 0.480 (0.427)] [data_t 0.015] [optim_t 0.465] [lr 0.002745] [CE 4.791 (4.331)] [KD 3.816 (3.661)] +2024-10-16 04:27:53,828 - Train: 18.94% [236950/1251000] [189.4/1000.0] [batch_t 0.437 (0.434)] [data_t 0.016] [optim_t 0.421] [lr 0.002745] [CE 4.424 (4.317)] [KD 3.672 (3.622)] +2024-10-16 04:28:15,449 - Train: 18.94% [237000/1251000] [189.4/1000.0] [batch_t 0.387 (0.432)] [data_t 0.015] [optim_t 0.371] [lr 0.002745] [CE 3.650 (4.319)] [KD 3.463 (3.594)] +2024-10-16 04:28:36,842 - Train: 18.95% [237050/1251000] [189.5/1000.0] [batch_t 0.438 (0.428)] [data_t 0.015] [optim_t 0.422] [lr 0.002745] [CE 4.422 (4.293)] [KD 3.544 (3.615)] +2024-10-16 04:28:58,459 - Train: 18.95% [237100/1251000] [189.5/1000.0] [batch_t 0.443 (0.432)] [data_t 0.015] [optim_t 0.428] [lr 0.002744] [CE 4.879 (4.234)] [KD 3.916 (3.624)] +2024-10-16 04:29:19,916 - Train: 18.96% [237150/1251000] [189.6/1000.0] [batch_t 0.431 (0.429)] [data_t 0.015] [optim_t 0.416] [lr 0.002744] [CE 4.105 (4.315)] [KD 3.415 (3.628)] +2024-10-16 04:29:41,656 - Train: 18.96% [237200/1251000] [189.6/1000.0] [batch_t 0.380 (0.435)] [data_t 0.016] [optim_t 0.364] [lr 0.002744] [CE 4.398 (4.316)] [KD 3.988 (3.644)] +2024-10-16 04:30:03,074 - Train: 18.96% [237250/1251000] [189.6/1000.0] [batch_t 0.378 (0.428)] [data_t 0.015] [optim_t 0.363] [lr 0.002744] [CE 4.200 (4.291)] [KD 3.796 (3.651)] +2024-10-16 04:30:24,778 - Train: 18.97% [237300/1251000] [189.7/1000.0] [batch_t 0.386 (0.434)] [data_t 0.016] [optim_t 0.371] [lr 0.002744] [CE 4.446 (4.319)] [KD 3.770 (3.633)] +2024-10-16 04:30:46,073 - Train: 18.97% [237350/1251000] [189.7/1000.0] [batch_t 0.389 (0.426)] [data_t 0.015] [optim_t 0.374] [lr 0.002744] [CE 4.704 (4.295)] [KD 3.778 (3.634)] +2024-10-16 04:31:07,798 - Train: 18.98% [237400/1251000] [189.8/1000.0] [batch_t 0.480 (0.434)] [data_t 0.015] [optim_t 0.465] [lr 0.002744] [CE 4.369 (4.272)] [KD 3.656 (3.620)] +2024-10-16 04:31:29,561 - Train: 18.98% [237450/1251000] [189.8/1000.0] [batch_t 0.432 (0.435)] [data_t 0.015] [optim_t 0.417] [lr 0.002744] [CE 3.703 (4.329)] [KD 3.451 (3.738)] +2024-10-16 04:31:51,724 - Train: 18.98% [237500/1251000] [189.8/1000.0] [batch_t 0.433 (0.443)] [data_t 0.015] [optim_t 0.417] [lr 0.002744] [CE 3.566 (4.266)] [KD 3.348 (3.635)] +2024-10-16 04:32:13,078 - Train: 18.99% [237550/1251000] [189.9/1000.0] [batch_t 0.430 (0.427)] [data_t 0.015] [optim_t 0.415] [lr 0.002744] [CE 4.451 (4.314)] [KD 3.549 (3.627)] +2024-10-16 04:32:34,839 - Train: 18.99% [237600/1251000] [189.9/1000.0] [batch_t 0.451 (0.435)] [data_t 0.015] [optim_t 0.436] [lr 0.002743] [CE 4.000 (4.350)] [KD 3.855 (3.687)] +2024-10-16 04:32:55,936 - Train: 19.00% [237650/1251000] [190.0/1000.0] [batch_t 0.431 (0.422)] [data_t 0.015] [optim_t 0.416] [lr 0.002743] [CE 4.209 (4.321)] [KD 3.770 (3.661)] +2024-10-16 04:33:33,439 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 37128] [top5_cnt 46140] [top_all 50000] +2024-10-16 04:33:33,439 - net: 74.256 (92.280) +2024-10-16 04:33:55,081 - Test (net_E): 100.00% [50/50] [batch_t 0.142 (0.426)] [top1_cnt 39671] [top5_cnt 47385] [top_all 50000] +2024-10-16 04:33:55,081 - net_E: 79.342 (94.770) +2024-10-16 04:33:55,233 - Max [top1: 74.534 (epoch: 185)] [top1-ema: 79.342 (epoch: 190)] +2024-10-16 04:33:55,233 - ==> Total time: 1 day, 4:52:03 Eta: 5 days, 3:04:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 04:34:06,567 - Train: 19.00% [237700/1251000] [190.0/1000.0] [batch_t 0.362 (0.709)] [data_t 0.015] [optim_t 0.346] [lr 0.002743] [CE 3.966 (4.353)] [KD 3.561 (3.645)] +2024-10-16 04:34:26,747 - Train: 19.00% [237750/1251000] [190.0/1000.0] [batch_t 0.361 (0.403)] [data_t 0.015] [optim_t 0.346] [lr 0.002743] [CE 4.407 (4.335)] [KD 3.680 (3.595)] +2024-10-16 04:34:48,935 - Train: 19.01% [237800/1251000] [190.1/1000.0] [batch_t 0.473 (0.444)] [data_t 0.015] [optim_t 0.458] [lr 0.002743] [CE 4.602 (4.242)] [KD 3.668 (3.626)] +2024-10-16 04:35:10,623 - Train: 19.01% [237850/1251000] [190.1/1000.0] [batch_t 0.436 (0.434)] [data_t 0.015] [optim_t 0.421] [lr 0.002743] [CE 4.516 (4.297)] [KD 3.798 (3.651)] +2024-10-16 04:35:32,323 - Train: 19.02% [237900/1251000] [190.2/1000.0] [batch_t 0.534 (0.434)] [data_t 0.015] [optim_t 0.519] [lr 0.002743] [CE 4.746 (4.379)] [KD 3.877 (3.674)] +2024-10-16 04:35:54,147 - Train: 19.02% [237950/1251000] [190.2/1000.0] [batch_t 0.485 (0.436)] [data_t 0.015] [optim_t 0.470] [lr 0.002743] [CE 4.148 (4.342)] [KD 3.562 (3.608)] +2024-10-16 04:36:15,800 - Train: 19.02% [238000/1251000] [190.2/1000.0] [batch_t 0.378 (0.433)] [data_t 0.015] [optim_t 0.363] [lr 0.002743] [CE 4.388 (4.284)] [KD 3.656 (3.641)] +2024-10-16 04:36:38,018 - Train: 19.03% [238050/1251000] [190.3/1000.0] [batch_t 0.451 (0.444)] [data_t 0.015] [optim_t 0.436] [lr 0.002742] [CE 4.377 (4.325)] [KD 3.780 (3.636)] +2024-10-16 04:37:00,331 - Train: 19.03% [238100/1251000] [190.3/1000.0] [batch_t 0.440 (0.446)] [data_t 0.016] [optim_t 0.425] [lr 0.002742] [CE 4.498 (4.276)] [KD 3.787 (3.616)] +2024-10-16 04:37:22,538 - Train: 19.04% [238150/1251000] [190.4/1000.0] [batch_t 0.453 (0.444)] [data_t 0.015] [optim_t 0.437] [lr 0.002742] [CE 4.207 (4.304)] [KD 3.687 (3.651)] +2024-10-16 04:37:44,594 - Train: 19.04% [238200/1251000] [190.4/1000.0] [batch_t 0.460 (0.441)] [data_t 0.016] [optim_t 0.444] [lr 0.002742] [CE 4.794 (4.240)] [KD 3.825 (3.615)] +2024-10-16 04:38:06,370 - Train: 19.04% [238250/1251000] [190.4/1000.0] [batch_t 0.523 (0.435)] [data_t 0.015] [optim_t 0.508] [lr 0.002742] [CE 4.171 (4.343)] [KD 3.372 (3.600)] +2024-10-16 04:38:28,155 - Train: 19.05% [238300/1251000] [190.5/1000.0] [batch_t 0.398 (0.436)] [data_t 0.015] [optim_t 0.383] [lr 0.002742] [CE 4.412 (4.291)] [KD 3.563 (3.557)] +2024-10-16 04:38:49,085 - Train: 19.05% [238350/1251000] [190.5/1000.0] [batch_t 0.367 (0.418)] [data_t 0.015] [optim_t 0.352] [lr 0.002742] [CE 4.655 (4.261)] [KD 3.824 (3.617)] +2024-10-16 04:39:09,526 - Train: 19.06% [238400/1251000] [190.6/1000.0] [batch_t 0.491 (0.409)] [data_t 0.148] [optim_t 0.343] [lr 0.002742] [CE 4.191 (4.239)] [KD 3.526 (3.567)] +2024-10-16 04:39:30,957 - Train: 19.06% [238450/1251000] [190.6/1000.0] [batch_t 0.498 (0.429)] [data_t 0.158] [optim_t 0.340] [lr 0.002742] [CE 4.343 (4.329)] [KD 3.732 (3.682)] +2024-10-16 04:39:52,271 - Train: 19.06% [238500/1251000] [190.6/1000.0] [batch_t 0.387 (0.426)] [data_t 0.015] [optim_t 0.372] [lr 0.002742] [CE 4.378 (4.312)] [KD 3.790 (3.634)] +2024-10-16 04:40:13,502 - Train: 19.07% [238550/1251000] [190.7/1000.0] [batch_t 0.480 (0.425)] [data_t 0.015] [optim_t 0.465] [lr 0.002741] [CE 4.025 (4.276)] [KD 3.574 (3.677)] +2024-10-16 04:40:35,000 - Train: 19.07% [238600/1251000] [190.7/1000.0] [batch_t 0.447 (0.430)] [data_t 0.015] [optim_t 0.431] [lr 0.002741] [CE 5.090 (4.349)] [KD 3.853 (3.689)] +2024-10-16 04:40:56,538 - Train: 19.08% [238650/1251000] [190.8/1000.0] [batch_t 0.407 (0.431)] [data_t 0.015] [optim_t 0.391] [lr 0.002741] [CE 4.127 (4.312)] [KD 3.691 (3.640)] +2024-10-16 04:41:18,149 - Train: 19.08% [238700/1251000] [190.8/1000.0] [batch_t 0.401 (0.432)] [data_t 0.015] [optim_t 0.386] [lr 0.002741] [CE 4.518 (4.321)] [KD 3.585 (3.633)] +2024-10-16 04:41:39,514 - Train: 19.08% [238750/1251000] [190.8/1000.0] [batch_t 0.493 (0.427)] [data_t 0.015] [optim_t 0.477] [lr 0.002741] [CE 4.371 (4.376)] [KD 3.599 (3.691)] +2024-10-16 04:42:01,346 - Train: 19.09% [238800/1251000] [190.9/1000.0] [batch_t 0.415 (0.437)] [data_t 0.016] [optim_t 0.400] [lr 0.002741] [CE 4.227 (4.235)] [KD 3.695 (3.596)] +2024-10-16 04:42:22,415 - Train: 19.09% [238850/1251000] [190.9/1000.0] [batch_t 0.461 (0.421)] [data_t 0.016] [optim_t 0.445] [lr 0.002741] [CE 4.488 (4.286)] [KD 3.649 (3.657)] +2024-10-16 04:42:43,003 - Train: 19.10% [238900/1251000] [191.0/1000.0] [batch_t 0.500 (0.412)] [data_t 0.152] [optim_t 0.347] [lr 0.002741] [CE 3.991 (4.245)] [KD 3.311 (3.625)] +2024-10-16 04:42:59,783 - ==> Total time: 1 day, 5:01:08 Eta: 5 days, 2:54:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 04:43:10,018 - Train: 19.10% [238950/1251000] [191.0/1000.0] [batch_t 0.362 (0.954)] [data_t 0.016] [optim_t 0.347] [lr 0.002741] [CE 4.221 (4.291)] [KD 3.569 (3.543)] +2024-10-16 04:43:30,180 - Train: 19.10% [239000/1251000] [191.0/1000.0] [batch_t 0.516 (0.403)] [data_t 0.015] [optim_t 0.500] [lr 0.002740] [CE 4.876 (4.331)] [KD 3.811 (3.639)] +2024-10-16 04:43:52,676 - Train: 19.11% [239050/1251000] [191.1/1000.0] [batch_t 0.455 (0.450)] [data_t 0.016] [optim_t 0.440] [lr 0.002740] [CE 4.601 (4.368)] [KD 3.773 (3.651)] +2024-10-16 04:44:14,785 - Train: 19.11% [239100/1251000] [191.1/1000.0] [batch_t 0.401 (0.442)] [data_t 0.015] [optim_t 0.385] [lr 0.002740] [CE 4.301 (4.243)] [KD 3.598 (3.625)] +2024-10-16 04:44:36,624 - Train: 19.12% [239150/1251000] [191.2/1000.0] [batch_t 0.423 (0.437)] [data_t 0.015] [optim_t 0.408] [lr 0.002740] [CE 4.679 (4.330)] [KD 3.949 (3.660)] +2024-10-16 04:44:58,320 - Train: 19.12% [239200/1251000] [191.2/1000.0] [batch_t 0.452 (0.434)] [data_t 0.015] [optim_t 0.437] [lr 0.002740] [CE 4.269 (4.357)] [KD 3.618 (3.577)] +2024-10-16 04:45:20,172 - Train: 19.12% [239250/1251000] [191.2/1000.0] [batch_t 0.398 (0.437)] [data_t 0.015] [optim_t 0.382] [lr 0.002740] [CE 4.380 (4.326)] [KD 3.865 (3.606)] +2024-10-16 04:45:42,112 - Train: 19.13% [239300/1251000] [191.3/1000.0] [batch_t 0.448 (0.439)] [data_t 0.015] [optim_t 0.433] [lr 0.002740] [CE 3.965 (4.334)] [KD 3.548 (3.665)] +2024-10-16 04:46:03,530 - Train: 19.13% [239350/1251000] [191.3/1000.0] [batch_t 0.403 (0.428)] [data_t 0.015] [optim_t 0.388] [lr 0.002740] [CE 4.120 (4.248)] [KD 3.533 (3.581)] +2024-10-16 04:46:23,878 - Train: 19.14% [239400/1251000] [191.4/1000.0] [batch_t 0.390 (0.407)] [data_t 0.015] [optim_t 0.375] [lr 0.002740] [CE 4.256 (4.278)] [KD 3.547 (3.598)] +2024-10-16 04:46:45,260 - Train: 19.14% [239450/1251000] [191.4/1000.0] [batch_t 0.484 (0.428)] [data_t 0.015] [optim_t 0.469] [lr 0.002740] [CE 4.191 (4.351)] [KD 3.551 (3.668)] +2024-10-16 04:47:06,584 - Train: 19.14% [239500/1251000] [191.4/1000.0] [batch_t 0.412 (0.426)] [data_t 0.015] [optim_t 0.397] [lr 0.002739] [CE 4.070 (4.324)] [KD 3.759 (3.678)] +2024-10-16 04:47:27,514 - Train: 19.15% [239550/1251000] [191.5/1000.0] [batch_t 0.388 (0.418)] [data_t 0.015] [optim_t 0.373] [lr 0.002739] [CE 3.889 (4.316)] [KD 3.330 (3.645)] +2024-10-16 04:47:48,315 - Train: 19.15% [239600/1251000] [191.5/1000.0] [batch_t 0.421 (0.416)] [data_t 0.015] [optim_t 0.405] [lr 0.002739] [CE 4.447 (4.298)] [KD 3.828 (3.681)] +2024-10-16 04:48:09,493 - Train: 19.16% [239650/1251000] [191.6/1000.0] [batch_t 0.364 (0.423)] [data_t 0.016] [optim_t 0.348] [lr 0.002739] [CE 4.253 (4.281)] [KD 3.808 (3.656)] +2024-10-16 04:48:29,698 - Train: 19.16% [239700/1251000] [191.6/1000.0] [batch_t 0.360 (0.404)] [data_t 0.015] [optim_t 0.345] [lr 0.002739] [CE 3.882 (4.327)] [KD 3.460 (3.662)] +2024-10-16 04:48:50,397 - Train: 19.16% [239750/1251000] [191.6/1000.0] [batch_t 0.403 (0.414)] [data_t 0.015] [optim_t 0.387] [lr 0.002739] [CE 4.927 (4.293)] [KD 4.296 (3.673)] +2024-10-16 04:49:12,222 - Train: 19.17% [239800/1251000] [191.7/1000.0] [batch_t 0.488 (0.436)] [data_t 0.015] [optim_t 0.472] [lr 0.002739] [CE 4.090 (4.328)] [KD 3.637 (3.649)] +2024-10-16 04:49:34,325 - Train: 19.17% [239850/1251000] [191.7/1000.0] [batch_t 0.577 (0.442)] [data_t 0.015] [optim_t 0.561] [lr 0.002739] [CE 4.239 (4.252)] [KD 3.723 (3.656)] +2024-10-16 04:49:55,614 - Train: 19.18% [239900/1251000] [191.8/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.002739] [CE 4.366 (4.257)] [KD 3.840 (3.631)] +2024-10-16 04:50:16,407 - Train: 19.18% [239950/1251000] [191.8/1000.0] [batch_t 0.477 (0.416)] [data_t 0.015] [optim_t 0.461] [lr 0.002738] [CE 4.083 (4.359)] [KD 3.571 (3.660)] +2024-10-16 04:50:37,835 - Train: 19.18% [240000/1251000] [191.8/1000.0] [batch_t 0.407 (0.428)] [data_t 0.015] [optim_t 0.392] [lr 0.002738] [CE 4.385 (4.333)] [KD 3.538 (3.648)] +2024-10-16 04:50:58,998 - Train: 19.19% [240050/1251000] [191.9/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.348] [lr 0.002738] [CE 4.672 (4.318)] [KD 3.755 (3.625)] +2024-10-16 04:51:20,345 - Train: 19.19% [240100/1251000] [191.9/1000.0] [batch_t 0.478 (0.427)] [data_t 0.015] [optim_t 0.463] [lr 0.002738] [CE 4.635 (4.281)] [KD 3.753 (3.609)] +2024-10-16 04:51:42,464 - Train: 19.20% [240150/1251000] [192.0/1000.0] [batch_t 0.488 (0.442)] [data_t 0.015] [optim_t 0.473] [lr 0.002738] [CE 4.306 (4.311)] [KD 3.670 (3.674)] +2024-10-16 04:51:59,655 - ==> Total time: 1 day, 5:10:08 Eta: 5 days, 2:45:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 04:52:09,057 - Train: 19.20% [240200/1251000] [192.0/1000.0] [batch_t 0.358 (0.994)] [data_t 0.016] [optim_t 0.343] [lr 0.002738] [CE 4.003 (4.167)] [KD 3.570 (3.484)] +2024-10-16 04:52:28,258 - Train: 19.20% [240250/1251000] [192.0/1000.0] [batch_t 0.439 (0.384)] [data_t 0.095] [optim_t 0.344] [lr 0.002738] [CE 4.408 (4.263)] [KD 3.758 (3.590)] +2024-10-16 04:52:49,280 - Train: 19.21% [240300/1251000] [192.1/1000.0] [batch_t 0.427 (0.420)] [data_t 0.015] [optim_t 0.411] [lr 0.002738] [CE 4.093 (4.293)] [KD 3.488 (3.622)] +2024-10-16 04:53:10,499 - Train: 19.21% [240350/1251000] [192.1/1000.0] [batch_t 0.416 (0.424)] [data_t 0.016] [optim_t 0.400] [lr 0.002738] [CE 3.940 (4.280)] [KD 3.470 (3.610)] +2024-10-16 04:53:31,571 - Train: 19.22% [240400/1251000] [192.2/1000.0] [batch_t 0.453 (0.421)] [data_t 0.015] [optim_t 0.438] [lr 0.002738] [CE 4.160 (4.282)] [KD 3.340 (3.560)] +2024-10-16 04:53:52,577 - Train: 19.22% [240450/1251000] [192.2/1000.0] [batch_t 0.448 (0.420)] [data_t 0.015] [optim_t 0.433] [lr 0.002737] [CE 4.050 (4.229)] [KD 3.450 (3.527)] +2024-10-16 04:54:13,507 - Train: 19.22% [240500/1251000] [192.2/1000.0] [batch_t 0.420 (0.419)] [data_t 0.015] [optim_t 0.405] [lr 0.002737] [CE 3.870 (4.293)] [KD 3.333 (3.616)] +2024-10-16 04:54:34,522 - Train: 19.23% [240550/1251000] [192.3/1000.0] [batch_t 0.411 (0.420)] [data_t 0.016] [optim_t 0.396] [lr 0.002737] [CE 4.587 (4.333)] [KD 3.847 (3.631)] +2024-10-16 04:54:55,032 - Train: 19.23% [240600/1251000] [192.3/1000.0] [batch_t 0.391 (0.410)] [data_t 0.016] [optim_t 0.376] [lr 0.002737] [CE 4.156 (4.249)] [KD 3.523 (3.607)] +2024-10-16 04:55:16,228 - Train: 19.24% [240650/1251000] [192.4/1000.0] [batch_t 0.448 (0.424)] [data_t 0.015] [optim_t 0.432] [lr 0.002737] [CE 4.528 (4.372)] [KD 3.632 (3.605)] +2024-10-16 04:55:37,194 - Train: 19.24% [240700/1251000] [192.4/1000.0] [batch_t 0.455 (0.419)] [data_t 0.015] [optim_t 0.440] [lr 0.002737] [CE 4.167 (4.252)] [KD 3.646 (3.632)] +2024-10-16 04:55:58,438 - Train: 19.24% [240750/1251000] [192.4/1000.0] [batch_t 0.444 (0.425)] [data_t 0.015] [optim_t 0.429] [lr 0.002737] [CE 4.644 (4.296)] [KD 3.754 (3.625)] +2024-10-16 04:56:19,352 - Train: 19.25% [240800/1251000] [192.5/1000.0] [batch_t 0.432 (0.418)] [data_t 0.016] [optim_t 0.416] [lr 0.002737] [CE 4.239 (4.287)] [KD 3.603 (3.647)] +2024-10-16 04:56:40,503 - Train: 19.25% [240850/1251000] [192.5/1000.0] [batch_t 0.417 (0.423)] [data_t 0.015] [optim_t 0.402] [lr 0.002737] [CE 4.174 (4.314)] [KD 3.560 (3.668)] +2024-10-16 04:57:01,371 - Train: 19.26% [240900/1251000] [192.6/1000.0] [batch_t 0.420 (0.417)] [data_t 0.016] [optim_t 0.405] [lr 0.002736] [CE 3.830 (4.350)] [KD 3.510 (3.675)] +2024-10-16 04:57:22,360 - Train: 19.26% [240950/1251000] [192.6/1000.0] [batch_t 0.428 (0.420)] [data_t 0.015] [optim_t 0.412] [lr 0.002736] [CE 4.069 (4.320)] [KD 3.543 (3.642)] +2024-10-16 04:57:43,265 - Train: 19.26% [241000/1251000] [192.6/1000.0] [batch_t 0.374 (0.418)] [data_t 0.016] [optim_t 0.358] [lr 0.002736] [CE 4.320 (4.286)] [KD 3.578 (3.621)] +2024-10-16 04:58:04,856 - Train: 19.27% [241050/1251000] [192.7/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.345] [lr 0.002736] [CE 3.750 (4.308)] [KD 3.424 (3.662)] +2024-10-16 04:58:25,666 - Train: 19.27% [241100/1251000] [192.7/1000.0] [batch_t 0.363 (0.416)] [data_t 0.015] [optim_t 0.347] [lr 0.002736] [CE 4.652 (4.273)] [KD 3.466 (3.648)] +2024-10-16 04:58:46,722 - Train: 19.28% [241150/1251000] [192.8/1000.0] [batch_t 0.443 (0.421)] [data_t 0.015] [optim_t 0.427] [lr 0.002736] [CE 4.482 (4.325)] [KD 3.521 (3.612)] +2024-10-16 04:59:07,907 - Train: 19.28% [241200/1251000] [192.8/1000.0] [batch_t 0.486 (0.424)] [data_t 0.016] [optim_t 0.471] [lr 0.002736] [CE 3.729 (4.268)] [KD 3.454 (3.595)] +2024-10-16 04:59:28,560 - Train: 19.28% [241250/1251000] [192.8/1000.0] [batch_t 0.407 (0.413)] [data_t 0.015] [optim_t 0.392] [lr 0.002736] [CE 4.301 (4.227)] [KD 3.675 (3.587)] +2024-10-16 04:59:49,188 - Train: 19.29% [241300/1251000] [192.9/1000.0] [batch_t 0.460 (0.412)] [data_t 0.015] [optim_t 0.445] [lr 0.002736] [CE 4.310 (4.264)] [KD 3.361 (3.595)] +2024-10-16 05:00:09,649 - Train: 19.29% [241350/1251000] [192.9/1000.0] [batch_t 0.379 (0.409)] [data_t 0.015] [optim_t 0.364] [lr 0.002735] [CE 4.048 (4.226)] [KD 3.441 (3.547)] +2024-10-16 05:00:30,205 - Train: 19.30% [241400/1251000] [193.0/1000.0] [batch_t 0.391 (0.411)] [data_t 0.015] [optim_t 0.375] [lr 0.002735] [CE 4.476 (4.306)] [KD 3.688 (3.618)] +2024-10-16 05:00:47,797 - ==> Total time: 1 day, 5:18:56 Eta: 5 days, 2:34:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 05:00:56,954 - Train: 19.30% [241450/1251000] [193.0/1000.0] [batch_t 0.363 (1.108)] [data_t 0.015] [optim_t 0.348] [lr 0.002735] [CE 4.170 (4.274)] [KD 3.502 (3.535)] +2024-10-16 05:01:16,998 - Train: 19.30% [241500/1251000] [193.0/1000.0] [batch_t 0.389 (0.401)] [data_t 0.045] [optim_t 0.344] [lr 0.002735] [CE 4.222 (4.306)] [KD 3.533 (3.580)] +2024-10-16 05:01:39,173 - Train: 19.31% [241550/1251000] [193.1/1000.0] [batch_t 0.370 (0.443)] [data_t 0.015] [optim_t 0.355] [lr 0.002735] [CE 3.430 (4.251)] [KD 3.111 (3.548)] +2024-10-16 05:02:00,962 - Train: 19.31% [241600/1251000] [193.1/1000.0] [batch_t 0.461 (0.436)] [data_t 0.015] [optim_t 0.445] [lr 0.002735] [CE 4.461 (4.312)] [KD 3.655 (3.610)] +2024-10-16 05:02:23,066 - Train: 19.32% [241650/1251000] [193.2/1000.0] [batch_t 0.360 (0.442)] [data_t 0.016] [optim_t 0.344] [lr 0.002735] [CE 4.246 (4.325)] [KD 3.700 (3.653)] +2024-10-16 05:02:44,769 - Train: 19.32% [241700/1251000] [193.2/1000.0] [batch_t 0.476 (0.434)] [data_t 0.016] [optim_t 0.461] [lr 0.002735] [CE 4.373 (4.300)] [KD 3.920 (3.644)] +2024-10-16 05:03:06,831 - Train: 19.32% [241750/1251000] [193.2/1000.0] [batch_t 0.362 (0.441)] [data_t 0.015] [optim_t 0.346] [lr 0.002735] [CE 3.560 (4.237)] [KD 3.493 (3.671)] +2024-10-16 05:03:28,835 - Train: 19.33% [241800/1251000] [193.3/1000.0] [batch_t 0.469 (0.440)] [data_t 0.015] [optim_t 0.453] [lr 0.002735] [CE 4.527 (4.356)] [KD 3.856 (3.665)] +2024-10-16 05:03:50,717 - Train: 19.33% [241850/1251000] [193.3/1000.0] [batch_t 0.396 (0.438)] [data_t 0.015] [optim_t 0.381] [lr 0.002734] [CE 4.278 (4.328)] [KD 3.672 (3.621)] +2024-10-16 05:04:11,545 - Train: 19.34% [241900/1251000] [193.4/1000.0] [batch_t 0.362 (0.416)] [data_t 0.015] [optim_t 0.346] [lr 0.002734] [CE 4.761 (4.311)] [KD 3.796 (3.591)] +2024-10-16 05:04:32,909 - Train: 19.34% [241950/1251000] [193.4/1000.0] [batch_t 0.573 (0.427)] [data_t 0.015] [optim_t 0.557] [lr 0.002734] [CE 4.626 (4.256)] [KD 3.779 (3.657)] +2024-10-16 05:04:55,313 - Train: 19.34% [242000/1251000] [193.4/1000.0] [batch_t 0.411 (0.448)] [data_t 0.016] [optim_t 0.395] [lr 0.002734] [CE 3.999 (4.290)] [KD 3.533 (3.636)] +2024-10-16 05:05:16,267 - Train: 19.35% [242050/1251000] [193.5/1000.0] [batch_t 0.432 (0.419)] [data_t 0.016] [optim_t 0.416] [lr 0.002734] [CE 4.164 (4.308)] [KD 3.495 (3.632)] +2024-10-16 05:05:38,609 - Train: 19.35% [242100/1251000] [193.5/1000.0] [batch_t 0.442 (0.447)] [data_t 0.015] [optim_t 0.427] [lr 0.002734] [CE 4.344 (4.302)] [KD 3.759 (3.648)] +2024-10-16 05:06:00,408 - Train: 19.36% [242150/1251000] [193.6/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.345] [lr 0.002734] [CE 4.573 (4.236)] [KD 3.771 (3.600)] +2024-10-16 05:06:22,181 - Train: 19.36% [242200/1251000] [193.6/1000.0] [batch_t 0.494 (0.435)] [data_t 0.016] [optim_t 0.479] [lr 0.002734] [CE 4.310 (4.352)] [KD 3.631 (3.649)] +2024-10-16 05:06:43,929 - Train: 19.36% [242250/1251000] [193.6/1000.0] [batch_t 0.426 (0.435)] [data_t 0.015] [optim_t 0.411] [lr 0.002734] [CE 3.818 (4.313)] [KD 3.181 (3.661)] +2024-10-16 05:07:05,565 - Train: 19.37% [242300/1251000] [193.7/1000.0] [batch_t 0.364 (0.433)] [data_t 0.016] [optim_t 0.349] [lr 0.002733] [CE 4.077 (4.328)] [KD 3.643 (3.640)] +2024-10-16 05:07:26,200 - Train: 19.37% [242350/1251000] [193.7/1000.0] [batch_t 0.450 (0.413)] [data_t 0.015] [optim_t 0.434] [lr 0.002733] [CE 4.446 (4.291)] [KD 3.708 (3.643)] +2024-10-16 05:07:47,875 - Train: 19.38% [242400/1251000] [193.8/1000.0] [batch_t 0.484 (0.433)] [data_t 0.016] [optim_t 0.468] [lr 0.002733] [CE 4.290 (4.322)] [KD 3.719 (3.664)] +2024-10-16 05:08:08,878 - Train: 19.38% [242450/1251000] [193.8/1000.0] [batch_t 0.402 (0.420)] [data_t 0.015] [optim_t 0.386] [lr 0.002733] [CE 4.189 (4.259)] [KD 3.527 (3.663)] +2024-10-16 05:08:29,659 - Train: 19.38% [242500/1251000] [193.8/1000.0] [batch_t 0.369 (0.416)] [data_t 0.015] [optim_t 0.354] [lr 0.002733] [CE 4.461 (4.368)] [KD 3.744 (3.654)] +2024-10-16 05:08:50,768 - Train: 19.39% [242550/1251000] [193.9/1000.0] [batch_t 0.441 (0.422)] [data_t 0.015] [optim_t 0.426] [lr 0.002733] [CE 3.962 (4.380)] [KD 3.550 (3.701)] +2024-10-16 05:09:11,643 - Train: 19.39% [242600/1251000] [193.9/1000.0] [batch_t 0.439 (0.417)] [data_t 0.015] [optim_t 0.424] [lr 0.002733] [CE 4.454 (4.313)] [KD 3.966 (3.653)] +2024-10-16 05:09:32,206 - Train: 19.40% [242650/1251000] [194.0/1000.0] [batch_t 0.440 (0.411)] [data_t 0.098] [optim_t 0.342] [lr 0.002733] [CE 4.554 (4.320)] [KD 3.955 (3.690)] +2024-10-16 05:09:49,987 - ==> Total time: 1 day, 5:27:58 Eta: 5 days, 2:25:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 05:09:58,556 - Train: 19.40% [242700/1251000] [194.0/1000.0] [batch_t 0.362 (1.186)] [data_t 0.015] [optim_t 0.347] [lr 0.002733] [CE 3.837 (4.246)] [KD 3.485 (3.545)] +2024-10-16 05:10:18,135 - Train: 19.40% [242750/1251000] [194.0/1000.0] [batch_t 0.442 (0.391)] [data_t 0.071] [optim_t 0.371] [lr 0.002733] [CE 4.511 (4.296)] [KD 3.944 (3.624)] +2024-10-16 05:10:39,021 - Train: 19.41% [242800/1251000] [194.1/1000.0] [batch_t 0.455 (0.418)] [data_t 0.015] [optim_t 0.440] [lr 0.002732] [CE 4.387 (4.263)] [KD 3.644 (3.591)] +2024-10-16 05:11:00,873 - Train: 19.41% [242850/1251000] [194.1/1000.0] [batch_t 0.671 (0.437)] [data_t 0.016] [optim_t 0.655] [lr 0.002732] [CE 4.582 (4.365)] [KD 3.724 (3.630)] +2024-10-16 05:11:21,694 - Train: 19.42% [242900/1251000] [194.2/1000.0] [batch_t 0.409 (0.416)] [data_t 0.017] [optim_t 0.393] [lr 0.002732] [CE 4.244 (4.247)] [KD 3.575 (3.597)] +2024-10-16 05:11:42,763 - Train: 19.42% [242950/1251000] [194.2/1000.0] [batch_t 0.434 (0.421)] [data_t 0.072] [optim_t 0.362] [lr 0.002732] [CE 4.477 (4.305)] [KD 3.764 (3.621)] +2024-10-16 05:12:03,555 - Train: 19.42% [243000/1251000] [194.2/1000.0] [batch_t 0.366 (0.416)] [data_t 0.016] [optim_t 0.351] [lr 0.002732] [CE 4.319 (4.255)] [KD 3.759 (3.598)] +2024-10-16 05:12:24,925 - Train: 19.43% [243050/1251000] [194.3/1000.0] [batch_t 0.371 (0.427)] [data_t 0.015] [optim_t 0.356] [lr 0.002732] [CE 4.768 (4.273)] [KD 3.946 (3.606)] +2024-10-16 05:12:45,579 - Train: 19.43% [243100/1251000] [194.3/1000.0] [batch_t 0.423 (0.413)] [data_t 0.016] [optim_t 0.408] [lr 0.002732] [CE 4.625 (4.225)] [KD 3.618 (3.558)] +2024-10-16 05:13:06,578 - Train: 19.44% [243150/1251000] [194.4/1000.0] [batch_t 0.408 (0.420)] [data_t 0.058] [optim_t 0.350] [lr 0.002732] [CE 4.056 (4.318)] [KD 3.510 (3.641)] +2024-10-16 05:13:27,991 - Train: 19.44% [243200/1251000] [194.4/1000.0] [batch_t 0.452 (0.428)] [data_t 0.016] [optim_t 0.436] [lr 0.002732] [CE 4.821 (4.347)] [KD 4.023 (3.688)] +2024-10-16 05:13:48,731 - Train: 19.44% [243250/1251000] [194.4/1000.0] [batch_t 0.427 (0.415)] [data_t 0.015] [optim_t 0.411] [lr 0.002731] [CE 4.598 (4.314)] [KD 4.063 (3.706)] +2024-10-16 05:14:09,607 - Train: 19.45% [243300/1251000] [194.5/1000.0] [batch_t 0.366 (0.417)] [data_t 0.020] [optim_t 0.346] [lr 0.002731] [CE 4.238 (4.245)] [KD 3.704 (3.574)] +2024-10-16 05:14:30,811 - Train: 19.45% [243350/1251000] [194.5/1000.0] [batch_t 0.411 (0.424)] [data_t 0.067] [optim_t 0.344] [lr 0.002731] [CE 4.468 (4.356)] [KD 3.623 (3.677)] +2024-10-16 05:14:52,098 - Train: 19.46% [243400/1251000] [194.6/1000.0] [batch_t 0.443 (0.426)] [data_t 0.015] [optim_t 0.428] [lr 0.002731] [CE 4.408 (4.289)] [KD 3.877 (3.651)] +2024-10-16 05:15:13,931 - Train: 19.46% [243450/1251000] [194.6/1000.0] [batch_t 0.414 (0.437)] [data_t 0.015] [optim_t 0.399] [lr 0.002731] [CE 4.499 (4.278)] [KD 3.631 (3.629)] +2024-10-16 05:15:35,619 - Train: 19.46% [243500/1251000] [194.6/1000.0] [batch_t 0.444 (0.434)] [data_t 0.015] [optim_t 0.428] [lr 0.002731] [CE 4.197 (4.270)] [KD 3.552 (3.623)] +2024-10-16 05:15:57,506 - Train: 19.47% [243550/1251000] [194.7/1000.0] [batch_t 0.494 (0.438)] [data_t 0.015] [optim_t 0.478] [lr 0.002731] [CE 4.165 (4.311)] [KD 3.560 (3.623)] +2024-10-16 05:16:18,867 - Train: 19.47% [243600/1251000] [194.7/1000.0] [batch_t 0.411 (0.427)] [data_t 0.015] [optim_t 0.395] [lr 0.002731] [CE 4.411 (4.282)] [KD 3.800 (3.634)] +2024-10-16 05:16:39,830 - Train: 19.48% [243650/1251000] [194.8/1000.0] [batch_t 0.421 (0.419)] [data_t 0.015] [optim_t 0.406] [lr 0.002731] [CE 4.347 (4.267)] [KD 3.628 (3.667)] +2024-10-16 05:17:01,039 - Train: 19.48% [243700/1251000] [194.8/1000.0] [batch_t 0.454 (0.424)] [data_t 0.015] [optim_t 0.438] [lr 0.002730] [CE 4.550 (4.340)] [KD 3.745 (3.639)] +2024-10-16 05:17:22,313 - Train: 19.48% [243750/1251000] [194.8/1000.0] [batch_t 0.402 (0.425)] [data_t 0.016] [optim_t 0.387] [lr 0.002730] [CE 4.758 (4.347)] [KD 3.695 (3.651)] +2024-10-16 05:17:44,058 - Train: 19.49% [243800/1251000] [194.9/1000.0] [batch_t 0.369 (0.435)] [data_t 0.015] [optim_t 0.354] [lr 0.002730] [CE 4.427 (4.328)] [KD 3.732 (3.667)] +2024-10-16 05:18:05,871 - Train: 19.49% [243850/1251000] [194.9/1000.0] [batch_t 0.482 (0.436)] [data_t 0.016] [optim_t 0.466] [lr 0.002730] [CE 4.204 (4.256)] [KD 3.646 (3.580)] +2024-10-16 05:18:27,260 - Train: 19.50% [243900/1251000] [195.0/1000.0] [batch_t 0.448 (0.428)] [data_t 0.016] [optim_t 0.433] [lr 0.002730] [CE 4.219 (4.220)] [KD 3.588 (3.533)] +2024-10-16 05:19:07,446 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 37168] [top5_cnt 46228] [top_all 50000] +2024-10-16 05:19:07,446 - net: 74.336 (92.456) +2024-10-16 05:19:28,414 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 39714] [top5_cnt 47353] [top_all 50000] +2024-10-16 05:19:28,415 - net_E: 79.428 (94.706) +2024-10-16 05:19:28,585 - Max [top1: 74.534 (epoch: 185)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 05:19:28,586 - ==> Total time: 1 day, 5:37:37 Eta: 5 days, 2:18:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 05:19:39,363 - Train: 19.50% [243950/1251000] [195.0/1000.0] [batch_t 0.362 (0.755)] [data_t 0.015] [optim_t 0.346] [lr 0.002730] [CE 4.200 (4.456)] [KD 3.575 (3.705)] +2024-10-16 05:19:58,586 - Train: 19.50% [244000/1251000] [195.0/1000.0] [batch_t 0.399 (0.384)] [data_t 0.015] [optim_t 0.383] [lr 0.002730] [CE 3.870 (4.260)] [KD 3.139 (3.560)] +2024-10-16 05:20:19,964 - Train: 19.51% [244050/1251000] [195.1/1000.0] [batch_t 0.495 (0.427)] [data_t 0.016] [optim_t 0.479] [lr 0.002730] [CE 4.146 (4.217)] [KD 3.579 (3.533)] +2024-10-16 05:20:41,302 - Train: 19.51% [244100/1251000] [195.1/1000.0] [batch_t 0.406 (0.427)] [data_t 0.015] [optim_t 0.390] [lr 0.002730] [CE 4.306 (4.273)] [KD 3.448 (3.592)] +2024-10-16 05:21:02,354 - Train: 19.52% [244150/1251000] [195.2/1000.0] [batch_t 0.449 (0.421)] [data_t 0.015] [optim_t 0.433] [lr 0.002730] [CE 4.112 (4.297)] [KD 3.515 (3.583)] +2024-10-16 05:21:23,347 - Train: 19.52% [244200/1251000] [195.2/1000.0] [batch_t 0.446 (0.420)] [data_t 0.015] [optim_t 0.431] [lr 0.002729] [CE 4.069 (4.262)] [KD 3.512 (3.600)] +2024-10-16 05:21:44,531 - Train: 19.52% [244250/1251000] [195.2/1000.0] [batch_t 0.419 (0.424)] [data_t 0.015] [optim_t 0.404] [lr 0.002729] [CE 4.376 (4.321)] [KD 3.688 (3.620)] +2024-10-16 05:22:05,114 - Train: 19.53% [244300/1251000] [195.3/1000.0] [batch_t 0.406 (0.412)] [data_t 0.015] [optim_t 0.391] [lr 0.002729] [CE 4.601 (4.313)] [KD 3.799 (3.611)] +2024-10-16 05:22:26,145 - Train: 19.53% [244350/1251000] [195.3/1000.0] [batch_t 0.359 (0.421)] [data_t 0.016] [optim_t 0.344] [lr 0.002729] [CE 4.381 (4.312)] [KD 3.514 (3.660)] +2024-10-16 05:22:47,508 - Train: 19.54% [244400/1251000] [195.4/1000.0] [batch_t 0.441 (0.427)] [data_t 0.015] [optim_t 0.426] [lr 0.002729] [CE 3.876 (4.241)] [KD 3.394 (3.594)] +2024-10-16 05:23:08,402 - Train: 19.54% [244450/1251000] [195.4/1000.0] [batch_t 0.407 (0.418)] [data_t 0.015] [optim_t 0.391] [lr 0.002729] [CE 4.627 (4.302)] [KD 3.745 (3.637)] +2024-10-16 05:23:29,810 - Train: 19.54% [244500/1251000] [195.4/1000.0] [batch_t 0.435 (0.428)] [data_t 0.016] [optim_t 0.419] [lr 0.002729] [CE 4.672 (4.315)] [KD 3.454 (3.574)] +2024-10-16 05:23:50,869 - Train: 19.55% [244550/1251000] [195.5/1000.0] [batch_t 0.402 (0.421)] [data_t 0.015] [optim_t 0.387] [lr 0.002729] [CE 4.117 (4.305)] [KD 3.509 (3.604)] +2024-10-16 05:24:12,163 - Train: 19.55% [244600/1251000] [195.5/1000.0] [batch_t 0.390 (0.426)] [data_t 0.016] [optim_t 0.374] [lr 0.002729] [CE 3.905 (4.346)] [KD 3.400 (3.635)] +2024-10-16 05:24:33,953 - Train: 19.56% [244650/1251000] [195.6/1000.0] [batch_t 0.479 (0.436)] [data_t 0.015] [optim_t 0.464] [lr 0.002728] [CE 4.370 (4.272)] [KD 3.693 (3.562)] +2024-10-16 05:24:55,584 - Train: 19.56% [244700/1251000] [195.6/1000.0] [batch_t 0.471 (0.433)] [data_t 0.015] [optim_t 0.456] [lr 0.002728] [CE 4.230 (4.335)] [KD 3.722 (3.628)] +2024-10-16 05:25:17,358 - Train: 19.56% [244750/1251000] [195.6/1000.0] [batch_t 0.421 (0.435)] [data_t 0.015] [optim_t 0.405] [lr 0.002728] [CE 4.366 (4.247)] [KD 3.694 (3.656)] +2024-10-16 05:25:38,627 - Train: 19.57% [244800/1251000] [195.7/1000.0] [batch_t 0.405 (0.425)] [data_t 0.015] [optim_t 0.389] [lr 0.002728] [CE 4.936 (4.334)] [KD 4.070 (3.649)] +2024-10-16 05:25:59,778 - Train: 19.57% [244850/1251000] [195.7/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.002728] [CE 4.274 (4.312)] [KD 3.544 (3.615)] +2024-10-16 05:26:20,899 - Train: 19.58% [244900/1251000] [195.8/1000.0] [batch_t 0.438 (0.422)] [data_t 0.015] [optim_t 0.422] [lr 0.002728] [CE 4.201 (4.368)] [KD 3.541 (3.686)] +2024-10-16 05:26:41,482 - Train: 19.58% [244950/1251000] [195.8/1000.0] [batch_t 0.386 (0.412)] [data_t 0.015] [optim_t 0.370] [lr 0.002728] [CE 4.155 (4.349)] [KD 3.453 (3.691)] +2024-10-16 05:27:03,052 - Train: 19.58% [245000/1251000] [195.8/1000.0] [batch_t 0.473 (0.431)] [data_t 0.015] [optim_t 0.457] [lr 0.002728] [CE 4.630 (4.361)] [KD 3.895 (3.651)] +2024-10-16 05:27:24,463 - Train: 19.59% [245050/1251000] [195.9/1000.0] [batch_t 0.434 (0.428)] [data_t 0.015] [optim_t 0.419] [lr 0.002728] [CE 4.520 (4.397)] [KD 3.648 (3.678)] +2024-10-16 05:27:45,446 - Train: 19.59% [245100/1251000] [195.9/1000.0] [batch_t 0.396 (0.420)] [data_t 0.015] [optim_t 0.380] [lr 0.002727] [CE 4.399 (4.302)] [KD 3.639 (3.664)] +2024-10-16 05:28:06,826 - Train: 19.60% [245150/1251000] [196.0/1000.0] [batch_t 0.473 (0.427)] [data_t 0.015] [optim_t 0.458] [lr 0.002727] [CE 4.189 (4.341)] [KD 3.669 (3.698)] +2024-10-16 05:28:25,540 - ==> Total time: 1 day, 5:46:34 Eta: 5 days, 2:08:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 05:28:33,451 - Train: 19.60% [245200/1251000] [196.0/1000.0] [batch_t 0.360 (1.558)] [data_t 0.015] [optim_t 0.345] [lr 0.002727] [CE 4.677 (4.524)] [KD 3.672 (3.565)] +2024-10-16 05:28:52,467 - Train: 19.60% [245250/1251000] [196.0/1000.0] [batch_t 0.431 (0.380)] [data_t 0.016] [optim_t 0.415] [lr 0.002727] [CE 3.847 (4.279)] [KD 3.293 (3.529)] +2024-10-16 05:29:14,082 - Train: 19.61% [245300/1251000] [196.1/1000.0] [batch_t 0.415 (0.432)] [data_t 0.015] [optim_t 0.400] [lr 0.002727] [CE 4.473 (4.306)] [KD 3.801 (3.554)] +2024-10-16 05:29:35,098 - Train: 19.61% [245350/1251000] [196.1/1000.0] [batch_t 0.410 (0.420)] [data_t 0.016] [optim_t 0.394] [lr 0.002727] [CE 3.307 (4.210)] [KD 3.320 (3.554)] +2024-10-16 05:29:56,030 - Train: 19.62% [245400/1251000] [196.2/1000.0] [batch_t 0.417 (0.419)] [data_t 0.015] [optim_t 0.402] [lr 0.002727] [CE 3.967 (4.301)] [KD 3.583 (3.614)] +2024-10-16 05:30:17,176 - Train: 19.62% [245450/1251000] [196.2/1000.0] [batch_t 0.442 (0.423)] [data_t 0.015] [optim_t 0.427] [lr 0.002727] [CE 4.659 (4.288)] [KD 3.758 (3.576)] +2024-10-16 05:30:38,106 - Train: 19.62% [245500/1251000] [196.2/1000.0] [batch_t 0.393 (0.418)] [data_t 0.015] [optim_t 0.378] [lr 0.002727] [CE 4.187 (4.233)] [KD 3.524 (3.627)] +2024-10-16 05:30:59,161 - Train: 19.63% [245550/1251000] [196.3/1000.0] [batch_t 0.390 (0.421)] [data_t 0.016] [optim_t 0.374] [lr 0.002727] [CE 4.364 (4.247)] [KD 3.519 (3.626)] +2024-10-16 05:31:20,176 - Train: 19.63% [245600/1251000] [196.3/1000.0] [batch_t 0.357 (0.420)] [data_t 0.015] [optim_t 0.342] [lr 0.002726] [CE 4.363 (4.284)] [KD 3.716 (3.630)] +2024-10-16 05:31:41,081 - Train: 19.64% [245650/1251000] [196.4/1000.0] [batch_t 0.444 (0.418)] [data_t 0.016] [optim_t 0.428] [lr 0.002726] [CE 4.496 (4.312)] [KD 3.642 (3.667)] +2024-10-16 05:32:02,077 - Train: 19.64% [245700/1251000] [196.4/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.002726] [CE 4.479 (4.382)] [KD 3.643 (3.658)] +2024-10-16 05:32:22,997 - Train: 19.64% [245750/1251000] [196.4/1000.0] [batch_t 0.374 (0.418)] [data_t 0.015] [optim_t 0.358] [lr 0.002726] [CE 3.991 (4.313)] [KD 3.408 (3.574)] +2024-10-16 05:32:44,031 - Train: 19.65% [245800/1251000] [196.5/1000.0] [batch_t 0.503 (0.421)] [data_t 0.015] [optim_t 0.488] [lr 0.002726] [CE 4.567 (4.312)] [KD 3.724 (3.647)] +2024-10-16 05:33:04,987 - Train: 19.65% [245850/1251000] [196.5/1000.0] [batch_t 0.431 (0.419)] [data_t 0.015] [optim_t 0.415] [lr 0.002726] [CE 4.488 (4.364)] [KD 3.855 (3.639)] +2024-10-16 05:33:26,064 - Train: 19.66% [245900/1251000] [196.6/1000.0] [batch_t 0.361 (0.421)] [data_t 0.016] [optim_t 0.345] [lr 0.002726] [CE 4.327 (4.322)] [KD 3.602 (3.648)] +2024-10-16 05:33:47,524 - Train: 19.66% [245950/1251000] [196.6/1000.0] [batch_t 0.393 (0.429)] [data_t 0.015] [optim_t 0.377] [lr 0.002726] [CE 4.719 (4.297)] [KD 3.884 (3.631)] +2024-10-16 05:34:08,537 - Train: 19.66% [246000/1251000] [196.6/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002726] [CE 4.165 (4.322)] [KD 3.572 (3.610)] +2024-10-16 05:34:29,941 - Train: 19.67% [246050/1251000] [196.7/1000.0] [batch_t 0.403 (0.428)] [data_t 0.015] [optim_t 0.388] [lr 0.002725] [CE 4.678 (4.296)] [KD 3.684 (3.567)] +2024-10-16 05:34:51,711 - Train: 19.67% [246100/1251000] [196.7/1000.0] [batch_t 0.499 (0.435)] [data_t 0.016] [optim_t 0.484] [lr 0.002725] [CE 3.831 (4.271)] [KD 3.426 (3.619)] +2024-10-16 05:35:13,069 - Train: 19.68% [246150/1251000] [196.8/1000.0] [batch_t 0.419 (0.427)] [data_t 0.015] [optim_t 0.404] [lr 0.002725] [CE 4.870 (4.359)] [KD 4.013 (3.668)] +2024-10-16 05:35:34,057 - Train: 19.68% [246200/1251000] [196.8/1000.0] [batch_t 0.512 (0.420)] [data_t 0.015] [optim_t 0.496] [lr 0.002725] [CE 4.919 (4.364)] [KD 3.903 (3.641)] +2024-10-16 05:35:54,670 - Train: 19.68% [246250/1251000] [196.8/1000.0] [batch_t 0.400 (0.412)] [data_t 0.015] [optim_t 0.384] [lr 0.002725] [CE 4.510 (4.365)] [KD 3.787 (3.667)] +2024-10-16 05:36:15,848 - Train: 19.69% [246300/1251000] [196.9/1000.0] [batch_t 0.429 (0.423)] [data_t 0.015] [optim_t 0.414] [lr 0.002725] [CE 4.641 (4.295)] [KD 3.792 (3.620)] +2024-10-16 05:36:37,121 - Train: 19.69% [246350/1251000] [196.9/1000.0] [batch_t 0.469 (0.425)] [data_t 0.016] [optim_t 0.453] [lr 0.002725] [CE 4.253 (4.227)] [KD 3.673 (3.582)] +2024-10-16 05:36:58,317 - Train: 19.70% [246400/1251000] [197.0/1000.0] [batch_t 0.551 (0.424)] [data_t 0.016] [optim_t 0.536] [lr 0.002725] [CE 4.227 (4.346)] [KD 3.686 (3.666)] +2024-10-16 05:37:17,551 - ==> Total time: 1 day, 5:55:26 Eta: 5 days, 1:58:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 05:37:24,916 - Train: 19.70% [246450/1251000] [197.0/1000.0] [batch_t 0.363 (2.009)] [data_t 0.015] [optim_t 0.348] [lr 0.002725] [CE 4.548 (4.347)] [KD 3.743 (3.710)] +2024-10-16 05:37:44,433 - Train: 19.70% [246500/1251000] [197.0/1000.0] [batch_t 0.358 (0.390)] [data_t 0.015] [optim_t 0.343] [lr 0.002724] [CE 4.304 (4.298)] [KD 3.479 (3.619)] +2024-10-16 05:38:06,304 - Train: 19.71% [246550/1251000] [197.1/1000.0] [batch_t 0.456 (0.437)] [data_t 0.015] [optim_t 0.441] [lr 0.002724] [CE 4.590 (4.327)] [KD 3.587 (3.576)] +2024-10-16 05:38:27,477 - Train: 19.71% [246600/1251000] [197.1/1000.0] [batch_t 0.414 (0.423)] [data_t 0.016] [optim_t 0.398] [lr 0.002724] [CE 3.874 (4.316)] [KD 3.246 (3.603)] +2024-10-16 05:38:48,457 - Train: 19.72% [246650/1251000] [197.2/1000.0] [batch_t 0.360 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.002724] [CE 4.295 (4.320)] [KD 3.549 (3.617)] +2024-10-16 05:39:09,275 - Train: 19.72% [246700/1251000] [197.2/1000.0] [batch_t 0.456 (0.416)] [data_t 0.015] [optim_t 0.441] [lr 0.002724] [CE 4.080 (4.313)] [KD 3.564 (3.620)] +2024-10-16 05:39:29,958 - Train: 19.72% [246750/1251000] [197.2/1000.0] [batch_t 0.361 (0.414)] [data_t 0.015] [optim_t 0.346] [lr 0.002724] [CE 4.421 (4.267)] [KD 3.739 (3.552)] +2024-10-16 05:39:51,156 - Train: 19.73% [246800/1251000] [197.3/1000.0] [batch_t 0.446 (0.424)] [data_t 0.015] [optim_t 0.431] [lr 0.002724] [CE 3.846 (4.294)] [KD 3.143 (3.584)] +2024-10-16 05:40:12,405 - Train: 19.73% [246850/1251000] [197.3/1000.0] [batch_t 0.420 (0.425)] [data_t 0.015] [optim_t 0.405] [lr 0.002724] [CE 4.462 (4.304)] [KD 3.513 (3.556)] +2024-10-16 05:40:33,290 - Train: 19.74% [246900/1251000] [197.4/1000.0] [batch_t 0.409 (0.418)] [data_t 0.016] [optim_t 0.394] [lr 0.002724] [CE 4.195 (4.244)] [KD 3.441 (3.559)] +2024-10-16 05:40:54,210 - Train: 19.74% [246950/1251000] [197.4/1000.0] [batch_t 0.461 (0.418)] [data_t 0.015] [optim_t 0.446] [lr 0.002723] [CE 4.004 (4.308)] [KD 3.439 (3.595)] +2024-10-16 05:41:15,196 - Train: 19.74% [247000/1251000] [197.4/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.002723] [CE 4.303 (4.244)] [KD 3.607 (3.637)] +2024-10-16 05:41:36,146 - Train: 19.75% [247050/1251000] [197.5/1000.0] [batch_t 0.444 (0.419)] [data_t 0.101] [optim_t 0.342] [lr 0.002723] [CE 4.030 (4.380)] [KD 3.453 (3.646)] +2024-10-16 05:41:57,124 - Train: 19.75% [247100/1251000] [197.5/1000.0] [batch_t 0.399 (0.419)] [data_t 0.055] [optim_t 0.344] [lr 0.002723] [CE 4.502 (4.299)] [KD 3.753 (3.590)] +2024-10-16 05:42:18,151 - Train: 19.76% [247150/1251000] [197.6/1000.0] [batch_t 0.445 (0.420)] [data_t 0.015] [optim_t 0.429] [lr 0.002723] [CE 4.587 (4.263)] [KD 3.638 (3.545)] +2024-10-16 05:42:39,228 - Train: 19.76% [247200/1251000] [197.6/1000.0] [batch_t 0.401 (0.421)] [data_t 0.015] [optim_t 0.385] [lr 0.002723] [CE 4.648 (4.323)] [KD 3.726 (3.610)] +2024-10-16 05:43:00,476 - Train: 19.76% [247250/1251000] [197.6/1000.0] [batch_t 0.373 (0.425)] [data_t 0.015] [optim_t 0.358] [lr 0.002723] [CE 4.378 (4.282)] [KD 3.683 (3.648)] +2024-10-16 05:43:21,444 - Train: 19.77% [247300/1251000] [197.7/1000.0] [batch_t 0.462 (0.419)] [data_t 0.015] [optim_t 0.447] [lr 0.002723] [CE 4.085 (4.331)] [KD 3.609 (3.636)] +2024-10-16 05:43:42,521 - Train: 19.77% [247350/1251000] [197.7/1000.0] [batch_t 0.473 (0.421)] [data_t 0.016] [optim_t 0.457] [lr 0.002723] [CE 3.892 (4.293)] [KD 3.626 (3.640)] +2024-10-16 05:44:03,689 - Train: 19.78% [247400/1251000] [197.8/1000.0] [batch_t 0.419 (0.423)] [data_t 0.016] [optim_t 0.404] [lr 0.002723] [CE 4.434 (4.272)] [KD 3.803 (3.674)] +2024-10-16 05:44:24,712 - Train: 19.78% [247450/1251000] [197.8/1000.0] [batch_t 0.381 (0.420)] [data_t 0.015] [optim_t 0.366] [lr 0.002722] [CE 4.691 (4.221)] [KD 4.005 (3.618)] +2024-10-16 05:44:45,671 - Train: 19.78% [247500/1251000] [197.8/1000.0] [batch_t 0.387 (0.419)] [data_t 0.015] [optim_t 0.372] [lr 0.002722] [CE 4.355 (4.256)] [KD 3.527 (3.596)] +2024-10-16 05:45:06,874 - Train: 19.79% [247550/1251000] [197.9/1000.0] [batch_t 0.362 (0.424)] [data_t 0.016] [optim_t 0.346] [lr 0.002722] [CE 4.751 (4.312)] [KD 3.610 (3.596)] +2024-10-16 05:45:27,964 - Train: 19.79% [247600/1251000] [197.9/1000.0] [batch_t 0.423 (0.422)] [data_t 0.016] [optim_t 0.407] [lr 0.002722] [CE 4.423 (4.275)] [KD 3.523 (3.595)] +2024-10-16 05:45:49,081 - Train: 19.80% [247650/1251000] [198.0/1000.0] [batch_t 0.399 (0.422)] [data_t 0.015] [optim_t 0.384] [lr 0.002722] [CE 4.496 (4.307)] [KD 3.659 (3.608)] +2024-10-16 05:46:08,755 - ==> Total time: 1 day, 6:04:17 Eta: 5 days, 1:48:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 05:46:15,847 - Train: 19.80% [247700/1251000] [198.0/1000.0] [batch_t 0.462 (2.771)] [data_t 0.015] [optim_t 0.447] [lr 0.002722] [CE 4.495 (4.451)] [KD 3.498 (3.478)] +2024-10-16 05:46:35,857 - Train: 19.80% [247750/1251000] [198.0/1000.0] [batch_t 0.395 (0.400)] [data_t 0.049] [optim_t 0.346] [lr 0.002722] [CE 4.400 (4.404)] [KD 3.599 (3.666)] +2024-10-16 05:46:57,424 - Train: 19.81% [247800/1251000] [198.1/1000.0] [batch_t 0.450 (0.431)] [data_t 0.104] [optim_t 0.346] [lr 0.002722] [CE 4.463 (4.294)] [KD 3.701 (3.598)] +2024-10-16 05:47:19,228 - Train: 19.81% [247850/1251000] [198.1/1000.0] [batch_t 0.424 (0.436)] [data_t 0.016] [optim_t 0.409] [lr 0.002722] [CE 4.426 (4.277)] [KD 3.378 (3.556)] +2024-10-16 05:47:41,212 - Train: 19.82% [247900/1251000] [198.2/1000.0] [batch_t 0.486 (0.440)] [data_t 0.015] [optim_t 0.470] [lr 0.002721] [CE 4.263 (4.285)] [KD 3.476 (3.549)] +2024-10-16 05:48:03,389 - Train: 19.82% [247950/1251000] [198.2/1000.0] [batch_t 0.421 (0.443)] [data_t 0.015] [optim_t 0.405] [lr 0.002721] [CE 3.654 (4.243)] [KD 3.186 (3.583)] +2024-10-16 05:48:25,477 - Train: 19.82% [248000/1251000] [198.2/1000.0] [batch_t 0.467 (0.442)] [data_t 0.015] [optim_t 0.452] [lr 0.002721] [CE 4.221 (4.262)] [KD 3.560 (3.613)] +2024-10-16 05:48:47,137 - Train: 19.83% [248050/1251000] [198.3/1000.0] [batch_t 0.487 (0.433)] [data_t 0.015] [optim_t 0.471] [lr 0.002721] [CE 3.541 (4.307)] [KD 3.341 (3.595)] +2024-10-16 05:49:08,570 - Train: 19.83% [248100/1251000] [198.3/1000.0] [batch_t 0.418 (0.429)] [data_t 0.015] [optim_t 0.403] [lr 0.002721] [CE 4.166 (4.303)] [KD 3.551 (3.590)] +2024-10-16 05:49:29,861 - Train: 19.84% [248150/1251000] [198.4/1000.0] [batch_t 0.390 (0.426)] [data_t 0.016] [optim_t 0.374] [lr 0.002721] [CE 4.409 (4.276)] [KD 3.606 (3.611)] +2024-10-16 05:49:50,959 - Train: 19.84% [248200/1251000] [198.4/1000.0] [batch_t 0.374 (0.422)] [data_t 0.015] [optim_t 0.358] [lr 0.002721] [CE 4.776 (4.224)] [KD 3.762 (3.581)] +2024-10-16 05:50:12,155 - Train: 19.84% [248250/1251000] [198.4/1000.0] [batch_t 0.423 (0.424)] [data_t 0.015] [optim_t 0.407] [lr 0.002721] [CE 4.081 (4.281)] [KD 3.780 (3.662)] +2024-10-16 05:50:33,638 - Train: 19.85% [248300/1251000] [198.5/1000.0] [batch_t 0.401 (0.430)] [data_t 0.015] [optim_t 0.386] [lr 0.002721] [CE 4.435 (4.294)] [KD 3.475 (3.591)] +2024-10-16 05:50:55,195 - Train: 19.85% [248350/1251000] [198.5/1000.0] [batch_t 0.490 (0.431)] [data_t 0.016] [optim_t 0.475] [lr 0.002720] [CE 4.501 (4.239)] [KD 3.974 (3.604)] +2024-10-16 05:51:16,611 - Train: 19.86% [248400/1251000] [198.6/1000.0] [batch_t 0.392 (0.428)] [data_t 0.015] [optim_t 0.377] [lr 0.002720] [CE 4.232 (4.250)] [KD 3.357 (3.625)] +2024-10-16 05:51:38,029 - Train: 19.86% [248450/1251000] [198.6/1000.0] [batch_t 0.380 (0.428)] [data_t 0.015] [optim_t 0.365] [lr 0.002720] [CE 4.031 (4.290)] [KD 3.569 (3.584)] +2024-10-16 05:51:59,734 - Train: 19.86% [248500/1251000] [198.6/1000.0] [batch_t 0.360 (0.434)] [data_t 0.015] [optim_t 0.345] [lr 0.002720] [CE 4.343 (4.353)] [KD 3.677 (3.655)] +2024-10-16 05:52:20,671 - Train: 19.87% [248550/1251000] [198.7/1000.0] [batch_t 0.443 (0.419)] [data_t 0.016] [optim_t 0.427] [lr 0.002720] [CE 3.945 (4.320)] [KD 3.509 (3.601)] +2024-10-16 05:52:42,244 - Train: 19.87% [248600/1251000] [198.7/1000.0] [batch_t 0.401 (0.431)] [data_t 0.015] [optim_t 0.385] [lr 0.002720] [CE 4.484 (4.225)] [KD 3.622 (3.619)] +2024-10-16 05:53:03,614 - Train: 19.88% [248650/1251000] [198.8/1000.0] [batch_t 0.470 (0.427)] [data_t 0.015] [optim_t 0.455] [lr 0.002720] [CE 4.327 (4.343)] [KD 3.639 (3.622)] +2024-10-16 05:53:25,170 - Train: 19.88% [248700/1251000] [198.8/1000.0] [batch_t 0.462 (0.431)] [data_t 0.015] [optim_t 0.447] [lr 0.002720] [CE 4.482 (4.271)] [KD 3.488 (3.570)] +2024-10-16 05:53:46,604 - Train: 19.88% [248750/1251000] [198.8/1000.0] [batch_t 0.454 (0.429)] [data_t 0.016] [optim_t 0.438] [lr 0.002720] [CE 4.245 (4.294)] [KD 3.563 (3.582)] +2024-10-16 05:54:07,947 - Train: 19.89% [248800/1251000] [198.9/1000.0] [batch_t 0.410 (0.427)] [data_t 0.016] [optim_t 0.394] [lr 0.002719] [CE 4.549 (4.327)] [KD 3.706 (3.655)] +2024-10-16 05:54:29,361 - Train: 19.89% [248850/1251000] [198.9/1000.0] [batch_t 0.370 (0.428)] [data_t 0.016] [optim_t 0.354] [lr 0.002719] [CE 3.985 (4.297)] [KD 3.514 (3.643)] +2024-10-16 05:54:50,305 - Train: 19.90% [248900/1251000] [199.0/1000.0] [batch_t 0.417 (0.419)] [data_t 0.016] [optim_t 0.401] [lr 0.002719] [CE 4.387 (4.273)] [KD 3.667 (3.588)] +2024-10-16 05:55:10,610 - ==> Total time: 1 day, 6:13:19 Eta: 5 days, 1:38:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 05:55:17,949 - Train: 19.90% [248950/1251000] [199.0/1000.0] [batch_t 5.715 (5.715)] [data_t 2.660] [optim_t 3.054] [lr 0.002719] [CE 4.684 (4.684)] [KD 3.821 (3.821)] +2024-10-16 05:55:38,390 - Train: 19.90% [249000/1251000] [199.0/1000.0] [batch_t 0.445 (0.409)] [data_t 0.097] [optim_t 0.348] [lr 0.002719] [CE 4.292 (4.245)] [KD 3.584 (3.600)] +2024-10-16 05:56:01,660 - Train: 19.91% [249050/1251000] [199.1/1000.0] [batch_t 0.443 (0.465)] [data_t 0.103] [optim_t 0.341] [lr 0.002719] [CE 3.902 (4.317)] [KD 3.808 (3.675)] +2024-10-16 05:56:23,843 - Train: 19.91% [249100/1251000] [199.1/1000.0] [batch_t 0.423 (0.444)] [data_t 0.078] [optim_t 0.345] [lr 0.002719] [CE 4.345 (4.346)] [KD 3.517 (3.646)] +2024-10-16 05:56:45,773 - Train: 19.92% [249150/1251000] [199.2/1000.0] [batch_t 0.471 (0.438)] [data_t 0.129] [optim_t 0.342] [lr 0.002719] [CE 4.174 (4.293)] [KD 3.467 (3.603)] +2024-10-16 05:57:07,427 - Train: 19.92% [249200/1251000] [199.2/1000.0] [batch_t 0.426 (0.433)] [data_t 0.083] [optim_t 0.343] [lr 0.002719] [CE 4.288 (4.353)] [KD 3.468 (3.673)] +2024-10-16 05:57:28,916 - Train: 19.92% [249250/1251000] [199.2/1000.0] [batch_t 0.381 (0.430)] [data_t 0.038] [optim_t 0.343] [lr 0.002718] [CE 4.653 (4.278)] [KD 4.063 (3.621)] +2024-10-16 05:57:50,259 - Train: 19.93% [249300/1251000] [199.3/1000.0] [batch_t 0.419 (0.427)] [data_t 0.076] [optim_t 0.343] [lr 0.002718] [CE 4.867 (4.293)] [KD 3.717 (3.591)] +2024-10-16 05:58:11,664 - Train: 19.93% [249350/1251000] [199.3/1000.0] [batch_t 0.454 (0.428)] [data_t 0.112] [optim_t 0.342] [lr 0.002718] [CE 4.532 (4.323)] [KD 3.709 (3.640)] +2024-10-16 05:58:32,973 - Train: 19.94% [249400/1251000] [199.4/1000.0] [batch_t 0.418 (0.426)] [data_t 0.077] [optim_t 0.341] [lr 0.002718] [CE 4.539 (4.264)] [KD 3.681 (3.621)] +2024-10-16 05:58:54,184 - Train: 19.94% [249450/1251000] [199.4/1000.0] [batch_t 0.384 (0.424)] [data_t 0.038] [optim_t 0.345] [lr 0.002718] [CE 4.691 (4.367)] [KD 3.832 (3.672)] +2024-10-16 05:59:15,725 - Train: 19.94% [249500/1251000] [199.4/1000.0] [batch_t 0.409 (0.431)] [data_t 0.064] [optim_t 0.345] [lr 0.002718] [CE 4.068 (4.219)] [KD 3.558 (3.626)] +2024-10-16 05:59:37,061 - Train: 19.95% [249550/1251000] [199.5/1000.0] [batch_t 0.430 (0.427)] [data_t 0.085] [optim_t 0.345] [lr 0.002718] [CE 4.331 (4.296)] [KD 3.519 (3.610)] +2024-10-16 05:59:58,902 - Train: 19.95% [249600/1251000] [199.5/1000.0] [batch_t 0.360 (0.437)] [data_t 0.015] [optim_t 0.344] [lr 0.002718] [CE 4.949 (4.319)] [KD 4.030 (3.661)] +2024-10-16 06:00:19,479 - Train: 19.96% [249650/1251000] [199.6/1000.0] [batch_t 0.378 (0.411)] [data_t 0.032] [optim_t 0.346] [lr 0.002718] [CE 4.423 (4.305)] [KD 3.774 (3.658)] +2024-10-16 06:00:40,550 - Train: 19.96% [249700/1251000] [199.6/1000.0] [batch_t 0.362 (0.421)] [data_t 0.016] [optim_t 0.346] [lr 0.002717] [CE 3.901 (4.289)] [KD 3.337 (3.612)] +2024-10-16 06:01:02,297 - Train: 19.96% [249750/1251000] [199.6/1000.0] [batch_t 0.404 (0.435)] [data_t 0.060] [optim_t 0.344] [lr 0.002717] [CE 4.369 (4.336)] [KD 3.671 (3.671)] +2024-10-16 06:01:23,736 - Train: 19.97% [249800/1251000] [199.7/1000.0] [batch_t 0.393 (0.429)] [data_t 0.047] [optim_t 0.346] [lr 0.002717] [CE 4.351 (4.347)] [KD 3.462 (3.683)] +2024-10-16 06:01:44,947 - Train: 19.97% [249850/1251000] [199.7/1000.0] [batch_t 0.412 (0.424)] [data_t 0.070] [optim_t 0.341] [lr 0.002717] [CE 4.524 (4.297)] [KD 3.767 (3.653)] +2024-10-16 06:02:06,510 - Train: 19.98% [249900/1251000] [199.8/1000.0] [batch_t 0.363 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.002717] [CE 3.567 (4.289)] [KD 3.417 (3.640)] +2024-10-16 06:02:27,980 - Train: 19.98% [249950/1251000] [199.8/1000.0] [batch_t 0.447 (0.429)] [data_t 0.102] [optim_t 0.345] [lr 0.002717] [CE 4.441 (4.396)] [KD 3.752 (3.734)] +2024-10-16 06:02:49,494 - Train: 19.98% [250000/1251000] [199.8/1000.0] [batch_t 0.388 (0.430)] [data_t 0.042] [optim_t 0.346] [lr 0.002717] [CE 4.063 (4.329)] [KD 3.666 (3.613)] +2024-10-16 06:03:10,867 - Train: 19.99% [250050/1251000] [199.9/1000.0] [batch_t 0.443 (0.427)] [data_t 0.098] [optim_t 0.345] [lr 0.002717] [CE 4.753 (4.398)] [KD 3.584 (3.672)] +2024-10-16 06:03:32,049 - Train: 19.99% [250100/1251000] [199.9/1000.0] [batch_t 0.471 (0.424)] [data_t 0.123] [optim_t 0.348] [lr 0.002717] [CE 4.346 (4.241)] [KD 3.574 (3.529)] +2024-10-16 06:03:53,737 - Train: 20.00% [250150/1251000] [200.0/1000.0] [batch_t 0.394 (0.434)] [data_t 0.051] [optim_t 0.343] [lr 0.002717] [CE 4.146 (4.276)] [KD 3.620 (3.638)] +2024-10-16 06:04:14,395 - Train: 20.00% [250200/1251000] [200.0/1000.0] [batch_t 0.361 (0.413)] [data_t 0.015] [optim_t 0.345] [lr 0.002716] [CE 4.110 (4.367)] [KD 3.774 (3.652)] +2024-10-16 06:04:35,568 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 36801] [top5_cnt 46030] [top_all 50000] +2024-10-16 06:04:35,568 - net: 73.602 (92.060) +2024-10-16 06:04:56,336 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.408)] [top1_cnt 39659] [top5_cnt 47365] [top_all 50000] +2024-10-16 06:04:56,336 - net_E: 79.318 (94.730) +2024-10-16 06:04:56,501 - Max [top1: 74.534 (epoch: 185)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 06:04:56,502 - ==> Total time: 1 day, 6:23:05 Eta: 5 days, 1:32:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 06:05:23,102 - Train: 20.00% [250250/1251000] [200.0/1000.0] [batch_t 0.426 (0.504)] [data_t 0.016] [optim_t 0.410] [lr 0.002716] [CE 4.493 (4.230)] [KD 3.560 (3.582)] +2024-10-16 06:05:45,347 - Train: 20.01% [250300/1251000] [200.1/1000.0] [batch_t 0.485 (0.445)] [data_t 0.016] [optim_t 0.470] [lr 0.002716] [CE 4.142 (4.292)] [KD 3.478 (3.606)] +2024-10-16 06:06:07,272 - Train: 20.01% [250350/1251000] [200.1/1000.0] [batch_t 0.450 (0.438)] [data_t 0.015] [optim_t 0.435] [lr 0.002716] [CE 4.439 (4.267)] [KD 3.627 (3.566)] +2024-10-16 06:06:28,582 - Train: 20.02% [250400/1251000] [200.2/1000.0] [batch_t 0.418 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.002716] [CE 4.221 (4.258)] [KD 3.572 (3.640)] +2024-10-16 06:06:49,867 - Train: 20.02% [250450/1251000] [200.2/1000.0] [batch_t 0.467 (0.426)] [data_t 0.015] [optim_t 0.451] [lr 0.002716] [CE 4.727 (4.264)] [KD 3.680 (3.553)] +2024-10-16 06:07:11,035 - Train: 20.02% [250500/1251000] [200.2/1000.0] [batch_t 0.423 (0.423)] [data_t 0.015] [optim_t 0.408] [lr 0.002716] [CE 4.861 (4.316)] [KD 4.063 (3.572)] +2024-10-16 06:07:33,037 - Train: 20.03% [250550/1251000] [200.3/1000.0] [batch_t 0.462 (0.440)] [data_t 0.015] [optim_t 0.447] [lr 0.002716] [CE 4.503 (4.273)] [KD 3.783 (3.575)] +2024-10-16 06:07:54,436 - Train: 20.03% [250600/1251000] [200.3/1000.0] [batch_t 0.382 (0.428)] [data_t 0.015] [optim_t 0.367] [lr 0.002716] [CE 4.443 (4.361)] [KD 3.817 (3.614)] +2024-10-16 06:08:15,983 - Train: 20.04% [250650/1251000] [200.4/1000.0] [batch_t 0.423 (0.431)] [data_t 0.015] [optim_t 0.408] [lr 0.002715] [CE 4.013 (4.333)] [KD 3.386 (3.640)] +2024-10-16 06:08:37,525 - Train: 20.04% [250700/1251000] [200.4/1000.0] [batch_t 0.473 (0.431)] [data_t 0.015] [optim_t 0.457] [lr 0.002715] [CE 4.203 (4.218)] [KD 3.601 (3.577)] +2024-10-16 06:08:58,958 - Train: 20.04% [250750/1251000] [200.4/1000.0] [batch_t 0.478 (0.429)] [data_t 0.015] [optim_t 0.462] [lr 0.002715] [CE 4.172 (4.312)] [KD 3.456 (3.614)] +2024-10-16 06:09:20,233 - Train: 20.05% [250800/1251000] [200.5/1000.0] [batch_t 0.397 (0.425)] [data_t 0.015] [optim_t 0.381] [lr 0.002715] [CE 4.431 (4.286)] [KD 3.892 (3.638)] +2024-10-16 06:09:40,998 - Train: 20.05% [250850/1251000] [200.5/1000.0] [batch_t 0.411 (0.415)] [data_t 0.015] [optim_t 0.396] [lr 0.002715] [CE 4.406 (4.266)] [KD 3.412 (3.647)] +2024-10-16 06:10:02,119 - Train: 20.06% [250900/1251000] [200.6/1000.0] [batch_t 0.383 (0.422)] [data_t 0.015] [optim_t 0.368] [lr 0.002715] [CE 4.417 (4.282)] [KD 3.548 (3.574)] +2024-10-16 06:10:23,961 - Train: 20.06% [250950/1251000] [200.6/1000.0] [batch_t 0.379 (0.437)] [data_t 0.015] [optim_t 0.363] [lr 0.002715] [CE 4.411 (4.260)] [KD 3.621 (3.633)] +2024-10-16 06:10:45,161 - Train: 20.06% [251000/1251000] [200.6/1000.0] [batch_t 0.414 (0.424)] [data_t 0.016] [optim_t 0.398] [lr 0.002715] [CE 4.576 (4.329)] [KD 3.683 (3.672)] +2024-10-16 06:11:06,544 - Train: 20.07% [251050/1251000] [200.7/1000.0] [batch_t 0.372 (0.428)] [data_t 0.015] [optim_t 0.357] [lr 0.002715] [CE 4.500 (4.305)] [KD 3.895 (3.664)] +2024-10-16 06:11:27,762 - Train: 20.07% [251100/1251000] [200.7/1000.0] [batch_t 0.397 (0.424)] [data_t 0.016] [optim_t 0.382] [lr 0.002714] [CE 3.940 (4.258)] [KD 3.421 (3.601)] +2024-10-16 06:11:48,402 - Train: 20.08% [251150/1251000] [200.8/1000.0] [batch_t 0.404 (0.413)] [data_t 0.016] [optim_t 0.389] [lr 0.002714] [CE 4.187 (4.330)] [KD 3.275 (3.623)] +2024-10-16 06:12:09,253 - Train: 20.08% [251200/1251000] [200.8/1000.0] [batch_t 0.423 (0.417)] [data_t 0.015] [optim_t 0.408] [lr 0.002714] [CE 4.367 (4.307)] [KD 3.708 (3.603)] +2024-10-16 06:12:30,109 - Train: 20.08% [251250/1251000] [200.8/1000.0] [batch_t 0.423 (0.417)] [data_t 0.015] [optim_t 0.408] [lr 0.002714] [CE 4.453 (4.338)] [KD 3.608 (3.624)] +2024-10-16 06:12:51,208 - Train: 20.09% [251300/1251000] [200.9/1000.0] [batch_t 0.435 (0.422)] [data_t 0.015] [optim_t 0.420] [lr 0.002714] [CE 4.302 (4.271)] [KD 3.668 (3.610)] +2024-10-16 06:13:12,498 - Train: 20.09% [251350/1251000] [200.9/1000.0] [batch_t 0.364 (0.426)] [data_t 0.015] [optim_t 0.349] [lr 0.002714] [CE 4.740 (4.251)] [KD 3.908 (3.624)] +2024-10-16 06:13:34,220 - Train: 20.10% [251400/1251000] [201.0/1000.0] [batch_t 0.489 (0.434)] [data_t 0.015] [optim_t 0.474] [lr 0.002714] [CE 4.140 (4.297)] [KD 3.433 (3.615)] +2024-10-16 06:13:54,580 - Train: 20.10% [251450/1251000] [201.0/1000.0] [batch_t 0.360 (0.407)] [data_t 0.015] [optim_t 0.345] [lr 0.002714] [CE 4.772 (4.288)] [KD 3.816 (3.599)] +2024-10-16 06:14:16,458 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 37033] [top5_cnt 46184] [top_all 50000] +2024-10-16 06:14:16,459 - net: 74.066 (92.368) +2024-10-16 06:14:38,084 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 39657] [top5_cnt 47391] [top_all 50000] +2024-10-16 06:14:38,084 - net_E: 79.314 (94.782) +2024-10-16 06:14:38,241 - Max [top1: 74.534 (epoch: 185)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 06:14:38,242 - ==> Total time: 1 day, 6:32:46 Eta: 5 days, 1:25:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 06:15:03,600 - Train: 20.10% [251500/1251000] [201.0/1000.0] [batch_t 0.364 (0.488)] [data_t 0.015] [optim_t 0.349] [lr 0.002714] [CE 4.190 (4.292)] [KD 3.497 (3.639)] +2024-10-16 06:15:25,590 - Train: 20.11% [251550/1251000] [201.1/1000.0] [batch_t 0.415 (0.440)] [data_t 0.015] [optim_t 0.400] [lr 0.002713] [CE 3.727 (4.332)] [KD 3.456 (3.614)] +2024-10-16 06:15:47,513 - Train: 20.11% [251600/1251000] [201.1/1000.0] [batch_t 0.471 (0.438)] [data_t 0.015] [optim_t 0.456] [lr 0.002713] [CE 4.614 (4.311)] [KD 3.779 (3.665)] +2024-10-16 06:16:09,059 - Train: 20.12% [251650/1251000] [201.2/1000.0] [batch_t 0.603 (0.431)] [data_t 0.015] [optim_t 0.587] [lr 0.002713] [CE 4.975 (4.320)] [KD 3.908 (3.655)] +2024-10-16 06:16:29,956 - Train: 20.12% [251700/1251000] [201.2/1000.0] [batch_t 0.514 (0.418)] [data_t 0.015] [optim_t 0.498] [lr 0.002713] [CE 4.616 (4.320)] [KD 3.570 (3.617)] +2024-10-16 06:16:51,752 - Train: 20.12% [251750/1251000] [201.2/1000.0] [batch_t 0.396 (0.436)] [data_t 0.016] [optim_t 0.380] [lr 0.002713] [CE 4.735 (4.305)] [KD 3.669 (3.578)] +2024-10-16 06:17:13,292 - Train: 20.13% [251800/1251000] [201.3/1000.0] [batch_t 0.422 (0.431)] [data_t 0.015] [optim_t 0.407] [lr 0.002713] [CE 4.407 (4.281)] [KD 3.714 (3.579)] +2024-10-16 06:17:35,088 - Train: 20.13% [251850/1251000] [201.3/1000.0] [batch_t 0.415 (0.436)] [data_t 0.015] [optim_t 0.400] [lr 0.002713] [CE 4.629 (4.258)] [KD 3.697 (3.585)] +2024-10-16 06:17:56,599 - Train: 20.14% [251900/1251000] [201.4/1000.0] [batch_t 0.403 (0.430)] [data_t 0.015] [optim_t 0.387] [lr 0.002713] [CE 4.573 (4.276)] [KD 3.788 (3.651)] +2024-10-16 06:18:18,278 - Train: 20.14% [251950/1251000] [201.4/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.346] [lr 0.002713] [CE 4.436 (4.322)] [KD 3.627 (3.605)] +2024-10-16 06:18:38,417 - Train: 20.14% [252000/1251000] [201.4/1000.0] [batch_t 0.423 (0.403)] [data_t 0.080] [optim_t 0.343] [lr 0.002712] [CE 4.358 (4.281)] [KD 3.620 (3.617)] +2024-10-16 06:18:59,529 - Train: 20.15% [252050/1251000] [201.5/1000.0] [batch_t 0.465 (0.422)] [data_t 0.015] [optim_t 0.449] [lr 0.002712] [CE 4.583 (4.291)] [KD 3.654 (3.595)] +2024-10-16 06:19:20,828 - Train: 20.15% [252100/1251000] [201.5/1000.0] [batch_t 0.426 (0.426)] [data_t 0.015] [optim_t 0.410] [lr 0.002712] [CE 4.469 (4.379)] [KD 3.691 (3.662)] +2024-10-16 06:19:42,371 - Train: 20.16% [252150/1251000] [201.6/1000.0] [batch_t 0.443 (0.431)] [data_t 0.016] [optim_t 0.428] [lr 0.002712] [CE 4.233 (4.329)] [KD 3.727 (3.637)] +2024-10-16 06:20:03,938 - Train: 20.16% [252200/1251000] [201.6/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.002712] [CE 4.269 (4.215)] [KD 3.516 (3.595)] +2024-10-16 06:20:24,928 - Train: 20.16% [252250/1251000] [201.6/1000.0] [batch_t 0.403 (0.420)] [data_t 0.015] [optim_t 0.387] [lr 0.002712] [CE 4.339 (4.229)] [KD 3.799 (3.625)] +2024-10-16 06:20:45,680 - Train: 20.17% [252300/1251000] [201.7/1000.0] [batch_t 0.411 (0.415)] [data_t 0.015] [optim_t 0.396] [lr 0.002712] [CE 4.355 (4.315)] [KD 3.661 (3.707)] +2024-10-16 06:21:07,051 - Train: 20.17% [252350/1251000] [201.7/1000.0] [batch_t 0.418 (0.427)] [data_t 0.015] [optim_t 0.402] [lr 0.002712] [CE 5.133 (4.328)] [KD 4.123 (3.686)] +2024-10-16 06:21:28,514 - Train: 20.18% [252400/1251000] [201.8/1000.0] [batch_t 0.419 (0.429)] [data_t 0.015] [optim_t 0.404] [lr 0.002712] [CE 4.154 (4.301)] [KD 3.503 (3.655)] +2024-10-16 06:21:49,726 - Train: 20.18% [252450/1251000] [201.8/1000.0] [batch_t 0.437 (0.424)] [data_t 0.015] [optim_t 0.422] [lr 0.002711] [CE 4.925 (4.306)] [KD 4.020 (3.595)] +2024-10-16 06:22:10,991 - Train: 20.18% [252500/1251000] [201.8/1000.0] [batch_t 0.364 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.002711] [CE 4.781 (4.331)] [KD 3.834 (3.677)] +2024-10-16 06:22:32,224 - Train: 20.19% [252550/1251000] [201.9/1000.0] [batch_t 0.418 (0.425)] [data_t 0.015] [optim_t 0.402] [lr 0.002711] [CE 4.491 (4.287)] [KD 3.522 (3.639)] +2024-10-16 06:22:53,538 - Train: 20.19% [252600/1251000] [201.9/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.002711] [CE 4.204 (4.344)] [KD 3.554 (3.633)] +2024-10-16 06:23:15,377 - Train: 20.20% [252650/1251000] [202.0/1000.0] [batch_t 0.462 (0.437)] [data_t 0.015] [optim_t 0.446] [lr 0.002711] [CE 4.153 (4.286)] [KD 3.315 (3.571)] +2024-10-16 06:23:36,376 - Train: 20.20% [252700/1251000] [202.0/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002711] [CE 4.527 (4.326)] [KD 3.823 (3.636)] +2024-10-16 06:23:59,118 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 37042] [top5_cnt 46182] [top_all 50000] +2024-10-16 06:23:59,118 - net: 74.084 (92.364) +2024-10-16 06:24:20,544 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 39704] [top5_cnt 47391] [top_all 50000] +2024-10-16 06:24:20,545 - net_E: 79.408 (94.782) +2024-10-16 06:24:20,706 - Max [top1: 74.534 (epoch: 185)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 06:24:20,707 - ==> Total time: 1 day, 6:42:29 Eta: 5 days, 1:18:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 06:24:44,519 - Train: 20.20% [252750/1251000] [202.0/1000.0] [batch_t 0.446 (0.467)] [data_t 0.015] [optim_t 0.430] [lr 0.002711] [CE 3.933 (4.306)] [KD 3.302 (3.668)] +2024-10-16 06:25:05,017 - Train: 20.21% [252800/1251000] [202.1/1000.0] [batch_t 0.361 (0.410)] [data_t 0.015] [optim_t 0.346] [lr 0.002711] [CE 4.747 (4.309)] [KD 3.715 (3.641)] +2024-10-16 06:25:26,861 - Train: 20.21% [252850/1251000] [202.1/1000.0] [batch_t 0.499 (0.437)] [data_t 0.015] [optim_t 0.484] [lr 0.002711] [CE 4.252 (4.292)] [KD 3.604 (3.604)] +2024-10-16 06:25:48,051 - Train: 20.22% [252900/1251000] [202.2/1000.0] [batch_t 0.420 (0.424)] [data_t 0.016] [optim_t 0.405] [lr 0.002710] [CE 4.201 (4.311)] [KD 3.605 (3.644)] +2024-10-16 06:26:07,981 - Train: 20.22% [252950/1251000] [202.2/1000.0] [batch_t 0.393 (0.398)] [data_t 0.015] [optim_t 0.378] [lr 0.002710] [CE 4.272 (4.334)] [KD 3.401 (3.615)] +2024-10-16 06:26:28,430 - Train: 20.22% [253000/1251000] [202.2/1000.0] [batch_t 0.445 (0.409)] [data_t 0.015] [optim_t 0.429] [lr 0.002710] [CE 4.359 (4.279)] [KD 3.739 (3.625)] +2024-10-16 06:26:49,248 - Train: 20.23% [253050/1251000] [202.3/1000.0] [batch_t 0.444 (0.416)] [data_t 0.015] [optim_t 0.429] [lr 0.002710] [CE 3.703 (4.322)] [KD 3.441 (3.608)] +2024-10-16 06:27:10,671 - Train: 20.23% [253100/1251000] [202.3/1000.0] [batch_t 0.530 (0.428)] [data_t 0.015] [optim_t 0.515] [lr 0.002710] [CE 4.374 (4.259)] [KD 3.562 (3.561)] +2024-10-16 06:27:31,485 - Train: 20.24% [253150/1251000] [202.4/1000.0] [batch_t 0.367 (0.416)] [data_t 0.015] [optim_t 0.352] [lr 0.002710] [CE 4.099 (4.264)] [KD 3.711 (3.560)] +2024-10-16 06:27:52,181 - Train: 20.24% [253200/1251000] [202.4/1000.0] [batch_t 0.461 (0.414)] [data_t 0.015] [optim_t 0.445] [lr 0.002710] [CE 4.080 (4.290)] [KD 3.558 (3.600)] +2024-10-16 06:28:12,401 - Train: 20.24% [253250/1251000] [202.4/1000.0] [batch_t 0.365 (0.404)] [data_t 0.015] [optim_t 0.349] [lr 0.002710] [CE 4.164 (4.290)] [KD 3.564 (3.584)] +2024-10-16 06:28:33,031 - Train: 20.25% [253300/1251000] [202.5/1000.0] [batch_t 0.382 (0.412)] [data_t 0.015] [optim_t 0.366] [lr 0.002710] [CE 4.375 (4.321)] [KD 3.539 (3.590)] +2024-10-16 06:28:53,506 - Train: 20.25% [253350/1251000] [202.5/1000.0] [batch_t 0.386 (0.409)] [data_t 0.016] [optim_t 0.370] [lr 0.002709] [CE 4.308 (4.272)] [KD 3.517 (3.611)] +2024-10-16 06:29:14,333 - Train: 20.26% [253400/1251000] [202.6/1000.0] [batch_t 0.489 (0.416)] [data_t 0.016] [optim_t 0.474] [lr 0.002709] [CE 3.967 (4.362)] [KD 3.488 (3.688)] +2024-10-16 06:29:35,482 - Train: 20.26% [253450/1251000] [202.6/1000.0] [batch_t 0.438 (0.423)] [data_t 0.016] [optim_t 0.422] [lr 0.002709] [CE 3.721 (4.224)] [KD 3.288 (3.553)] +2024-10-16 06:29:56,175 - Train: 20.26% [253500/1251000] [202.6/1000.0] [batch_t 0.409 (0.414)] [data_t 0.016] [optim_t 0.393] [lr 0.002709] [CE 3.727 (4.253)] [KD 3.242 (3.593)] +2024-10-16 06:30:17,621 - Train: 20.27% [253550/1251000] [202.7/1000.0] [batch_t 0.480 (0.429)] [data_t 0.016] [optim_t 0.464] [lr 0.002709] [CE 4.154 (4.286)] [KD 3.678 (3.644)] +2024-10-16 06:30:38,729 - Train: 20.27% [253600/1251000] [202.7/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.002709] [CE 4.536 (4.352)] [KD 3.727 (3.659)] +2024-10-16 06:30:59,132 - Train: 20.28% [253650/1251000] [202.8/1000.0] [batch_t 0.364 (0.408)] [data_t 0.015] [optim_t 0.348] [lr 0.002709] [CE 3.853 (4.327)] [KD 3.325 (3.639)] +2024-10-16 06:31:21,143 - Train: 20.28% [253700/1251000] [202.8/1000.0] [batch_t 0.424 (0.440)] [data_t 0.015] [optim_t 0.408] [lr 0.002709] [CE 4.375 (4.335)] [KD 3.545 (3.652)] +2024-10-16 06:31:42,070 - Train: 20.28% [253750/1251000] [202.8/1000.0] [batch_t 0.392 (0.418)] [data_t 0.015] [optim_t 0.376] [lr 0.002709] [CE 3.755 (4.327)] [KD 3.287 (3.616)] +2024-10-16 06:32:02,895 - Train: 20.29% [253800/1251000] [202.9/1000.0] [batch_t 0.454 (0.416)] [data_t 0.016] [optim_t 0.439] [lr 0.002708] [CE 4.153 (4.372)] [KD 3.703 (3.634)] +2024-10-16 06:32:23,865 - Train: 20.29% [253850/1251000] [202.9/1000.0] [batch_t 0.479 (0.419)] [data_t 0.015] [optim_t 0.464] [lr 0.002708] [CE 4.441 (4.306)] [KD 3.639 (3.694)] +2024-10-16 06:32:44,902 - Train: 20.30% [253900/1251000] [203.0/1000.0] [batch_t 0.469 (0.421)] [data_t 0.015] [optim_t 0.454] [lr 0.002708] [CE 3.779 (4.190)] [KD 3.558 (3.584)] +2024-10-16 06:33:05,727 - Train: 20.30% [253950/1251000] [203.0/1000.0] [batch_t 0.358 (0.416)] [data_t 0.015] [optim_t 0.343] [lr 0.002708] [CE 4.588 (4.338)] [KD 3.812 (3.667)] +2024-10-16 06:33:28,188 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 37166] [top5_cnt 46235] [top_all 50000] +2024-10-16 06:33:28,188 - net: 74.332 (92.470) +2024-10-16 06:33:50,261 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 39687] [top5_cnt 47383] [top_all 50000] +2024-10-16 06:33:50,261 - net_E: 79.374 (94.766) +2024-10-16 06:33:50,440 - Max [top1: 74.534 (epoch: 185)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 06:33:50,440 - ==> Total time: 1 day, 6:51:59 Eta: 5 days, 1:11:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 06:34:15,793 - Train: 20.30% [254000/1251000] [203.0/1000.0] [batch_t 0.430 (0.510)] [data_t 0.015] [optim_t 0.414] [lr 0.002708] [CE 4.268 (4.281)] [KD 3.335 (3.592)] +2024-10-16 06:34:37,092 - Train: 20.31% [254050/1251000] [203.1/1000.0] [batch_t 0.375 (0.426)] [data_t 0.015] [optim_t 0.360] [lr 0.002708] [CE 4.842 (4.336)] [KD 3.732 (3.563)] +2024-10-16 06:34:58,167 - Train: 20.31% [254100/1251000] [203.1/1000.0] [batch_t 0.397 (0.421)] [data_t 0.015] [optim_t 0.382] [lr 0.002708] [CE 4.156 (4.281)] [KD 3.663 (3.554)] +2024-10-16 06:35:19,122 - Train: 20.32% [254150/1251000] [203.2/1000.0] [batch_t 0.410 (0.419)] [data_t 0.016] [optim_t 0.395] [lr 0.002708] [CE 4.432 (4.293)] [KD 3.699 (3.586)] +2024-10-16 06:35:40,230 - Train: 20.32% [254200/1251000] [203.2/1000.0] [batch_t 0.482 (0.422)] [data_t 0.015] [optim_t 0.467] [lr 0.002708] [CE 4.422 (4.247)] [KD 3.669 (3.595)] +2024-10-16 06:36:00,961 - Train: 20.32% [254250/1251000] [203.2/1000.0] [batch_t 0.399 (0.414)] [data_t 0.016] [optim_t 0.383] [lr 0.002707] [CE 4.579 (4.250)] [KD 3.679 (3.598)] +2024-10-16 06:36:22,022 - Train: 20.33% [254300/1251000] [203.3/1000.0] [batch_t 0.395 (0.421)] [data_t 0.016] [optim_t 0.380] [lr 0.002707] [CE 4.483 (4.244)] [KD 3.738 (3.601)] +2024-10-16 06:36:42,980 - Train: 20.33% [254350/1251000] [203.3/1000.0] [batch_t 0.395 (0.419)] [data_t 0.016] [optim_t 0.380] [lr 0.002707] [CE 4.475 (4.401)] [KD 3.605 (3.670)] +2024-10-16 06:37:04,748 - Train: 20.34% [254400/1251000] [203.4/1000.0] [batch_t 0.444 (0.435)] [data_t 0.015] [optim_t 0.429] [lr 0.002707] [CE 3.928 (4.236)] [KD 3.503 (3.607)] +2024-10-16 06:37:26,279 - Train: 20.34% [254450/1251000] [203.4/1000.0] [batch_t 0.417 (0.431)] [data_t 0.016] [optim_t 0.402] [lr 0.002707] [CE 4.694 (4.362)] [KD 3.668 (3.636)] +2024-10-16 06:37:47,795 - Train: 20.34% [254500/1251000] [203.4/1000.0] [batch_t 0.447 (0.430)] [data_t 0.015] [optim_t 0.432] [lr 0.002707] [CE 4.364 (4.233)] [KD 3.587 (3.572)] +2024-10-16 06:38:09,444 - Train: 20.35% [254550/1251000] [203.5/1000.0] [batch_t 0.460 (0.433)] [data_t 0.015] [optim_t 0.445] [lr 0.002707] [CE 4.610 (4.427)] [KD 3.684 (3.657)] +2024-10-16 06:38:30,244 - Train: 20.35% [254600/1251000] [203.5/1000.0] [batch_t 0.363 (0.416)] [data_t 0.016] [optim_t 0.347] [lr 0.002707] [CE 4.019 (4.357)] [KD 3.359 (3.622)] +2024-10-16 06:38:50,829 - Train: 20.36% [254650/1251000] [203.6/1000.0] [batch_t 0.360 (0.412)] [data_t 0.016] [optim_t 0.345] [lr 0.002707] [CE 4.366 (4.344)] [KD 3.653 (3.643)] +2024-10-16 06:39:12,376 - Train: 20.36% [254700/1251000] [203.6/1000.0] [batch_t 0.455 (0.431)] [data_t 0.015] [optim_t 0.439] [lr 0.002706] [CE 4.418 (4.263)] [KD 3.461 (3.580)] +2024-10-16 06:39:33,448 - Train: 20.36% [254750/1251000] [203.6/1000.0] [batch_t 0.454 (0.421)] [data_t 0.015] [optim_t 0.438] [lr 0.002706] [CE 3.981 (4.290)] [KD 3.545 (3.640)] +2024-10-16 06:39:54,883 - Train: 20.37% [254800/1251000] [203.7/1000.0] [batch_t 0.432 (0.429)] [data_t 0.015] [optim_t 0.417] [lr 0.002706] [CE 4.641 (4.246)] [KD 3.884 (3.589)] +2024-10-16 06:40:16,099 - Train: 20.37% [254850/1251000] [203.7/1000.0] [batch_t 0.358 (0.424)] [data_t 0.015] [optim_t 0.343] [lr 0.002706] [CE 4.663 (4.343)] [KD 3.743 (3.651)] +2024-10-16 06:40:37,255 - Train: 20.38% [254900/1251000] [203.8/1000.0] [batch_t 0.459 (0.423)] [data_t 0.015] [optim_t 0.444] [lr 0.002706] [CE 4.091 (4.351)] [KD 3.248 (3.659)] +2024-10-16 06:40:58,464 - Train: 20.38% [254950/1251000] [203.8/1000.0] [batch_t 0.436 (0.424)] [data_t 0.015] [optim_t 0.421] [lr 0.002706] [CE 4.260 (4.350)] [KD 3.402 (3.625)] +2024-10-16 06:41:19,802 - Train: 20.38% [255000/1251000] [203.8/1000.0] [batch_t 0.498 (0.427)] [data_t 0.015] [optim_t 0.482] [lr 0.002706] [CE 4.068 (4.347)] [KD 3.632 (3.624)] +2024-10-16 06:41:41,139 - Train: 20.39% [255050/1251000] [203.9/1000.0] [batch_t 0.547 (0.427)] [data_t 0.015] [optim_t 0.532] [lr 0.002706] [CE 4.159 (4.231)] [KD 3.565 (3.591)] +2024-10-16 06:42:02,581 - Train: 20.39% [255100/1251000] [203.9/1000.0] [batch_t 0.505 (0.429)] [data_t 0.015] [optim_t 0.490] [lr 0.002706] [CE 4.334 (4.287)] [KD 3.775 (3.628)] +2024-10-16 06:42:24,417 - Train: 20.40% [255150/1251000] [204.0/1000.0] [batch_t 0.492 (0.437)] [data_t 0.015] [optim_t 0.477] [lr 0.002705] [CE 4.473 (4.335)] [KD 3.758 (3.615)] +2024-10-16 06:42:45,459 - Train: 20.40% [255200/1251000] [204.0/1000.0] [batch_t 0.357 (0.421)] [data_t 0.015] [optim_t 0.342] [lr 0.002705] [CE 4.046 (4.268)] [KD 3.629 (3.612)] +2024-10-16 06:43:07,624 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 37207] [top5_cnt 46172] [top_all 50000] +2024-10-16 06:43:07,624 - net: 74.414 (92.344) +2024-10-16 06:43:28,461 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 39670] [top5_cnt 47394] [top_all 50000] +2024-10-16 06:43:28,462 - net_E: 79.340 (94.788) +2024-10-16 06:43:28,613 - Max [top1: 74.534 (epoch: 185)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 06:43:28,613 - ==> Total time: 1 day, 7:01:37 Eta: 5 days, 1:03:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 06:43:52,796 - Train: 20.40% [255250/1251000] [204.0/1000.0] [batch_t 0.553 (0.496)] [data_t 0.015] [optim_t 0.538] [lr 0.002705] [CE 4.640 (4.240)] [KD 3.776 (3.541)] +2024-10-16 06:44:14,110 - Train: 20.41% [255300/1251000] [204.1/1000.0] [batch_t 0.359 (0.426)] [data_t 0.016] [optim_t 0.344] [lr 0.002705] [CE 4.290 (4.305)] [KD 3.665 (3.558)] +2024-10-16 06:44:33,801 - Train: 20.41% [255350/1251000] [204.1/1000.0] [batch_t 0.361 (0.394)] [data_t 0.015] [optim_t 0.346] [lr 0.002705] [CE 4.386 (4.281)] [KD 3.630 (3.585)] +2024-10-16 06:44:55,532 - Train: 20.42% [255400/1251000] [204.2/1000.0] [batch_t 0.441 (0.435)] [data_t 0.015] [optim_t 0.426] [lr 0.002705] [CE 3.968 (4.266)] [KD 3.619 (3.592)] +2024-10-16 06:45:16,047 - Train: 20.42% [255450/1251000] [204.2/1000.0] [batch_t 0.403 (0.410)] [data_t 0.015] [optim_t 0.388] [lr 0.002705] [CE 4.091 (4.290)] [KD 3.606 (3.600)] +2024-10-16 06:45:37,207 - Train: 20.42% [255500/1251000] [204.2/1000.0] [batch_t 0.380 (0.423)] [data_t 0.015] [optim_t 0.364] [lr 0.002705] [CE 4.659 (4.316)] [KD 3.887 (3.587)] +2024-10-16 06:45:58,488 - Train: 20.43% [255550/1251000] [204.3/1000.0] [batch_t 0.412 (0.426)] [data_t 0.015] [optim_t 0.397] [lr 0.002705] [CE 4.022 (4.229)] [KD 3.424 (3.582)] +2024-10-16 06:46:19,173 - Train: 20.43% [255600/1251000] [204.3/1000.0] [batch_t 0.430 (0.414)] [data_t 0.015] [optim_t 0.414] [lr 0.002704] [CE 4.445 (4.302)] [KD 3.605 (3.621)] +2024-10-16 06:46:39,717 - Train: 20.44% [255650/1251000] [204.4/1000.0] [batch_t 0.376 (0.411)] [data_t 0.015] [optim_t 0.361] [lr 0.002704] [CE 3.764 (4.379)] [KD 3.364 (3.660)] +2024-10-16 06:47:00,795 - Train: 20.44% [255700/1251000] [204.4/1000.0] [batch_t 0.430 (0.421)] [data_t 0.015] [optim_t 0.414] [lr 0.002704] [CE 3.739 (4.276)] [KD 3.683 (3.651)] +2024-10-16 06:47:21,545 - Train: 20.44% [255750/1251000] [204.4/1000.0] [batch_t 0.382 (0.415)] [data_t 0.015] [optim_t 0.367] [lr 0.002704] [CE 4.519 (4.287)] [KD 3.673 (3.627)] +2024-10-16 06:47:42,702 - Train: 20.45% [255800/1251000] [204.5/1000.0] [batch_t 0.435 (0.423)] [data_t 0.015] [optim_t 0.419] [lr 0.002704] [CE 4.254 (4.364)] [KD 3.537 (3.639)] +2024-10-16 06:48:04,299 - Train: 20.45% [255850/1251000] [204.5/1000.0] [batch_t 0.429 (0.432)] [data_t 0.015] [optim_t 0.414] [lr 0.002704] [CE 3.458 (4.223)] [KD 3.388 (3.548)] +2024-10-16 06:48:26,068 - Train: 20.46% [255900/1251000] [204.6/1000.0] [batch_t 0.418 (0.435)] [data_t 0.015] [optim_t 0.402] [lr 0.002704] [CE 4.314 (4.284)] [KD 3.514 (3.653)] +2024-10-16 06:48:47,186 - Train: 20.46% [255950/1251000] [204.6/1000.0] [batch_t 0.444 (0.422)] [data_t 0.015] [optim_t 0.429] [lr 0.002704] [CE 4.572 (4.330)] [KD 3.629 (3.593)] +2024-10-16 06:49:08,308 - Train: 20.46% [256000/1251000] [204.6/1000.0] [batch_t 0.526 (0.422)] [data_t 0.015] [optim_t 0.511] [lr 0.002704] [CE 4.251 (4.222)] [KD 3.509 (3.531)] +2024-10-16 06:49:29,434 - Train: 20.47% [256050/1251000] [204.7/1000.0] [batch_t 0.380 (0.422)] [data_t 0.015] [optim_t 0.364] [lr 0.002703] [CE 4.444 (4.332)] [KD 3.665 (3.598)] +2024-10-16 06:49:50,297 - Train: 20.47% [256100/1251000] [204.7/1000.0] [batch_t 0.405 (0.417)] [data_t 0.016] [optim_t 0.390] [lr 0.002703] [CE 3.586 (4.272)] [KD 3.252 (3.575)] +2024-10-16 06:50:11,796 - Train: 20.48% [256150/1251000] [204.8/1000.0] [batch_t 0.396 (0.430)] [data_t 0.015] [optim_t 0.380] [lr 0.002703] [CE 4.524 (4.301)] [KD 3.858 (3.624)] +2024-10-16 06:50:33,055 - Train: 20.48% [256200/1251000] [204.8/1000.0] [batch_t 0.547 (0.425)] [data_t 0.015] [optim_t 0.532] [lr 0.002703] [CE 4.270 (4.307)] [KD 3.515 (3.629)] +2024-10-16 06:50:54,064 - Train: 20.48% [256250/1251000] [204.8/1000.0] [batch_t 0.424 (0.420)] [data_t 0.015] [optim_t 0.408] [lr 0.002703] [CE 4.266 (4.358)] [KD 3.469 (3.672)] +2024-10-16 06:51:15,336 - Train: 20.49% [256300/1251000] [204.9/1000.0] [batch_t 0.465 (0.425)] [data_t 0.015] [optim_t 0.450] [lr 0.002703] [CE 4.423 (4.293)] [KD 3.504 (3.548)] +2024-10-16 06:51:37,113 - Train: 20.49% [256350/1251000] [204.9/1000.0] [batch_t 0.381 (0.435)] [data_t 0.015] [optim_t 0.365] [lr 0.002703] [CE 4.577 (4.238)] [KD 3.540 (3.640)] +2024-10-16 06:51:57,882 - Train: 20.50% [256400/1251000] [205.0/1000.0] [batch_t 0.424 (0.415)] [data_t 0.016] [optim_t 0.408] [lr 0.002703] [CE 4.007 (4.310)] [KD 3.483 (3.586)] +2024-10-16 06:52:18,523 - Train: 20.50% [256450/1251000] [205.0/1000.0] [batch_t 0.359 (0.413)] [data_t 0.015] [optim_t 0.344] [lr 0.002703] [CE 4.274 (4.290)] [KD 3.699 (3.641)] +2024-10-16 06:52:42,371 - Test (net): 100.00% [50/50] [batch_t 0.149 (0.437)] [top1_cnt 37194] [top5_cnt 46201] [top_all 50000] +2024-10-16 06:52:42,372 - net: 74.388 (92.402) +2024-10-16 06:53:03,832 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 39670] [top5_cnt 47379] [top_all 50000] +2024-10-16 06:53:03,833 - net_E: 79.340 (94.758) +2024-10-16 06:53:03,998 - Max [top1: 74.534 (epoch: 185)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 06:53:03,999 - ==> Total time: 1 day, 7:11:12 Eta: 5 days, 0:56:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 06:53:28,077 - Train: 20.50% [256500/1251000] [205.0/1000.0] [batch_t 0.439 (0.469)] [data_t 0.099] [optim_t 0.341] [lr 0.002702] [CE 4.456 (4.271)] [KD 3.684 (3.596)] +2024-10-16 06:53:49,889 - Train: 20.51% [256550/1251000] [205.1/1000.0] [batch_t 0.544 (0.436)] [data_t 0.015] [optim_t 0.528] [lr 0.002702] [CE 4.551 (4.287)] [KD 3.536 (3.575)] +2024-10-16 06:54:11,393 - Train: 20.51% [256600/1251000] [205.1/1000.0] [batch_t 0.363 (0.430)] [data_t 0.016] [optim_t 0.347] [lr 0.002702] [CE 4.460 (4.199)] [KD 3.800 (3.538)] +2024-10-16 06:54:32,645 - Train: 20.52% [256650/1251000] [205.2/1000.0] [batch_t 0.404 (0.425)] [data_t 0.015] [optim_t 0.388] [lr 0.002702] [CE 4.316 (4.273)] [KD 3.503 (3.623)] +2024-10-16 06:54:53,996 - Train: 20.52% [256700/1251000] [205.2/1000.0] [batch_t 0.398 (0.427)] [data_t 0.016] [optim_t 0.382] [lr 0.002702] [CE 3.976 (4.297)] [KD 3.446 (3.608)] +2024-10-16 06:55:15,758 - Train: 20.52% [256750/1251000] [205.2/1000.0] [batch_t 0.484 (0.435)] [data_t 0.015] [optim_t 0.468] [lr 0.002702] [CE 3.908 (4.255)] [KD 3.154 (3.634)] +2024-10-16 06:55:37,222 - Train: 20.53% [256800/1251000] [205.3/1000.0] [batch_t 0.381 (0.429)] [data_t 0.016] [optim_t 0.365] [lr 0.002702] [CE 3.942 (4.316)] [KD 3.332 (3.620)] +2024-10-16 06:55:58,477 - Train: 20.53% [256850/1251000] [205.3/1000.0] [batch_t 0.373 (0.425)] [data_t 0.015] [optim_t 0.358] [lr 0.002702] [CE 4.564 (4.289)] [KD 3.665 (3.578)] +2024-10-16 06:56:19,609 - Train: 20.54% [256900/1251000] [205.4/1000.0] [batch_t 0.381 (0.423)] [data_t 0.015] [optim_t 0.365] [lr 0.002702] [CE 4.267 (4.316)] [KD 3.590 (3.617)] +2024-10-16 06:56:40,378 - Train: 20.54% [256950/1251000] [205.4/1000.0] [batch_t 0.451 (0.415)] [data_t 0.016] [optim_t 0.435] [lr 0.002701] [CE 4.390 (4.334)] [KD 3.728 (3.627)] +2024-10-16 06:57:01,502 - Train: 20.54% [257000/1251000] [205.4/1000.0] [batch_t 0.382 (0.422)] [data_t 0.015] [optim_t 0.366] [lr 0.002701] [CE 3.986 (4.370)] [KD 3.283 (3.645)] +2024-10-16 06:57:22,835 - Train: 20.55% [257050/1251000] [205.5/1000.0] [batch_t 0.444 (0.427)] [data_t 0.015] [optim_t 0.429] [lr 0.002701] [CE 4.264 (4.326)] [KD 3.581 (3.626)] +2024-10-16 06:57:44,198 - Train: 20.55% [257100/1251000] [205.5/1000.0] [batch_t 0.438 (0.427)] [data_t 0.015] [optim_t 0.423] [lr 0.002701] [CE 4.677 (4.331)] [KD 3.901 (3.636)] +2024-10-16 06:58:05,201 - Train: 20.56% [257150/1251000] [205.6/1000.0] [batch_t 0.496 (0.420)] [data_t 0.015] [optim_t 0.481] [lr 0.002701] [CE 4.283 (4.271)] [KD 3.314 (3.583)] +2024-10-16 06:58:26,502 - Train: 20.56% [257200/1251000] [205.6/1000.0] [batch_t 0.366 (0.426)] [data_t 0.016] [optim_t 0.351] [lr 0.002701] [CE 4.057 (4.282)] [KD 3.467 (3.586)] +2024-10-16 06:58:47,640 - Train: 20.56% [257250/1251000] [205.6/1000.0] [batch_t 0.465 (0.423)] [data_t 0.015] [optim_t 0.449] [lr 0.002701] [CE 4.249 (4.244)] [KD 3.446 (3.554)] +2024-10-16 06:59:08,993 - Train: 20.57% [257300/1251000] [205.7/1000.0] [batch_t 0.534 (0.427)] [data_t 0.015] [optim_t 0.518] [lr 0.002701] [CE 3.916 (4.292)] [KD 3.382 (3.562)] +2024-10-16 06:59:30,063 - Train: 20.57% [257350/1251000] [205.7/1000.0] [batch_t 0.415 (0.421)] [data_t 0.015] [optim_t 0.400] [lr 0.002701] [CE 4.369 (4.318)] [KD 3.722 (3.623)] +2024-10-16 06:59:51,405 - Train: 20.58% [257400/1251000] [205.8/1000.0] [batch_t 0.365 (0.427)] [data_t 0.016] [optim_t 0.350] [lr 0.002700] [CE 4.215 (4.297)] [KD 3.510 (3.623)] +2024-10-16 07:00:12,481 - Train: 20.58% [257450/1251000] [205.8/1000.0] [batch_t 0.381 (0.421)] [data_t 0.016] [optim_t 0.366] [lr 0.002700] [CE 4.416 (4.312)] [KD 3.473 (3.709)] +2024-10-16 07:00:33,998 - Train: 20.58% [257500/1251000] [205.8/1000.0] [batch_t 0.423 (0.430)] [data_t 0.016] [optim_t 0.407] [lr 0.002700] [CE 4.615 (4.250)] [KD 3.824 (3.622)] +2024-10-16 07:00:55,674 - Train: 20.59% [257550/1251000] [205.9/1000.0] [batch_t 0.363 (0.433)] [data_t 0.016] [optim_t 0.347] [lr 0.002700] [CE 4.191 (4.356)] [KD 3.683 (3.699)] +2024-10-16 07:01:17,740 - Train: 20.59% [257600/1251000] [205.9/1000.0] [batch_t 0.360 (0.441)] [data_t 0.016] [optim_t 0.344] [lr 0.002700] [CE 4.774 (4.250)] [KD 3.770 (3.619)] +2024-10-16 07:01:39,729 - Train: 20.60% [257650/1251000] [206.0/1000.0] [batch_t 0.385 (0.440)] [data_t 0.015] [optim_t 0.369] [lr 0.002700] [CE 4.051 (4.267)] [KD 3.667 (3.593)] +2024-10-16 07:02:00,843 - Train: 20.60% [257700/1251000] [206.0/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.002700] [CE 4.537 (4.276)] [KD 3.688 (3.626)] +2024-10-16 07:02:24,394 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 37281] [top5_cnt 46238] [top_all 50000] +2024-10-16 07:02:24,395 - net: 74.562 (92.476) +2024-10-16 07:02:45,982 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 39665] [top5_cnt 47385] [top_all 50000] +2024-10-16 07:02:45,983 - net_E: 79.330 (94.770) +2024-10-16 07:02:46,174 - Max [top1: 74.562 (epoch: 206)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 07:02:46,174 - ==> Total time: 1 day, 7:20:54 Eta: 5 days, 0:49:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 07:03:09,689 - Train: 20.60% [257750/1251000] [206.0/1000.0] [batch_t 0.360 (0.442)] [data_t 0.015] [optim_t 0.344] [lr 0.002700] [CE 4.377 (4.245)] [KD 3.925 (3.558)] +2024-10-16 07:03:31,402 - Train: 20.61% [257800/1251000] [206.1/1000.0] [batch_t 0.503 (0.434)] [data_t 0.016] [optim_t 0.487] [lr 0.002700] [CE 4.125 (4.409)] [KD 3.444 (3.660)] +2024-10-16 07:03:53,258 - Train: 20.61% [257850/1251000] [206.1/1000.0] [batch_t 0.359 (0.437)] [data_t 0.016] [optim_t 0.344] [lr 0.002699] [CE 4.527 (4.247)] [KD 3.578 (3.522)] +2024-10-16 07:04:14,463 - Train: 20.62% [257900/1251000] [206.2/1000.0] [batch_t 0.382 (0.424)] [data_t 0.016] [optim_t 0.367] [lr 0.002699] [CE 4.658 (4.272)] [KD 3.546 (3.547)] +2024-10-16 07:04:34,984 - Train: 20.62% [257950/1251000] [206.2/1000.0] [batch_t 0.391 (0.410)] [data_t 0.015] [optim_t 0.376] [lr 0.002699] [CE 4.232 (4.386)] [KD 3.631 (3.712)] +2024-10-16 07:04:55,672 - Train: 20.62% [258000/1251000] [206.2/1000.0] [batch_t 0.366 (0.414)] [data_t 0.015] [optim_t 0.350] [lr 0.002699] [CE 3.960 (4.288)] [KD 3.378 (3.631)] +2024-10-16 07:05:16,746 - Train: 20.63% [258050/1251000] [206.3/1000.0] [batch_t 0.416 (0.421)] [data_t 0.015] [optim_t 0.400] [lr 0.002699] [CE 4.721 (4.267)] [KD 3.859 (3.549)] +2024-10-16 07:05:37,602 - Train: 20.63% [258100/1251000] [206.3/1000.0] [batch_t 0.410 (0.417)] [data_t 0.015] [optim_t 0.394] [lr 0.002699] [CE 4.624 (4.222)] [KD 3.807 (3.577)] +2024-10-16 07:05:58,105 - Train: 20.64% [258150/1251000] [206.4/1000.0] [batch_t 0.406 (0.410)] [data_t 0.016] [optim_t 0.390] [lr 0.002699] [CE 4.251 (4.279)] [KD 3.647 (3.572)] +2024-10-16 07:06:18,981 - Train: 20.64% [258200/1251000] [206.4/1000.0] [batch_t 0.364 (0.417)] [data_t 0.015] [optim_t 0.349] [lr 0.002699] [CE 4.338 (4.215)] [KD 3.681 (3.543)] +2024-10-16 07:06:39,570 - Train: 20.64% [258250/1251000] [206.4/1000.0] [batch_t 0.431 (0.412)] [data_t 0.087] [optim_t 0.344] [lr 0.002699] [CE 3.919 (4.351)] [KD 3.373 (3.617)] +2024-10-16 07:07:00,797 - Train: 20.65% [258300/1251000] [206.5/1000.0] [batch_t 0.373 (0.424)] [data_t 0.015] [optim_t 0.357] [lr 0.002698] [CE 4.288 (4.265)] [KD 3.674 (3.578)] +2024-10-16 07:07:21,733 - Train: 20.65% [258350/1251000] [206.5/1000.0] [batch_t 0.386 (0.419)] [data_t 0.016] [optim_t 0.371] [lr 0.002698] [CE 4.119 (4.288)] [KD 3.297 (3.592)] +2024-10-16 07:07:42,635 - Train: 20.66% [258400/1251000] [206.6/1000.0] [batch_t 0.574 (0.418)] [data_t 0.081] [optim_t 0.493] [lr 0.002698] [CE 3.812 (4.327)] [KD 3.304 (3.581)] +2024-10-16 07:08:03,810 - Train: 20.66% [258450/1251000] [206.6/1000.0] [batch_t 0.398 (0.423)] [data_t 0.054] [optim_t 0.344] [lr 0.002698] [CE 4.239 (4.349)] [KD 3.523 (3.642)] +2024-10-16 07:08:25,315 - Train: 20.66% [258500/1251000] [206.6/1000.0] [batch_t 0.409 (0.430)] [data_t 0.063] [optim_t 0.346] [lr 0.002698] [CE 3.692 (4.203)] [KD 3.247 (3.544)] +2024-10-16 07:08:45,792 - Train: 20.67% [258550/1251000] [206.7/1000.0] [batch_t 0.416 (0.409)] [data_t 0.071] [optim_t 0.345] [lr 0.002698] [CE 4.499 (4.284)] [KD 3.736 (3.619)] +2024-10-16 07:09:07,048 - Train: 20.67% [258600/1251000] [206.7/1000.0] [batch_t 0.417 (0.425)] [data_t 0.015] [optim_t 0.402] [lr 0.002698] [CE 4.279 (4.207)] [KD 3.796 (3.690)] +2024-10-16 07:09:27,982 - Train: 20.68% [258650/1251000] [206.8/1000.0] [batch_t 0.384 (0.419)] [data_t 0.040] [optim_t 0.344] [lr 0.002698] [CE 4.440 (4.242)] [KD 3.903 (3.619)] +2024-10-16 07:09:48,948 - Train: 20.68% [258700/1251000] [206.8/1000.0] [batch_t 0.407 (0.419)] [data_t 0.064] [optim_t 0.343] [lr 0.002697] [CE 4.288 (4.232)] [KD 3.493 (3.570)] +2024-10-16 07:10:09,891 - Train: 20.68% [258750/1251000] [206.8/1000.0] [batch_t 0.416 (0.419)] [data_t 0.070] [optim_t 0.346] [lr 0.002697] [CE 4.410 (4.293)] [KD 3.760 (3.660)] +2024-10-16 07:10:31,461 - Train: 20.69% [258800/1251000] [206.9/1000.0] [batch_t 0.411 (0.431)] [data_t 0.015] [optim_t 0.395] [lr 0.002697] [CE 4.424 (4.238)] [KD 3.597 (3.579)] +2024-10-16 07:10:52,684 - Train: 20.69% [258850/1251000] [206.9/1000.0] [batch_t 0.378 (0.424)] [data_t 0.016] [optim_t 0.362] [lr 0.002697] [CE 4.482 (4.272)] [KD 3.710 (3.596)] +2024-10-16 07:11:14,480 - Train: 20.70% [258900/1251000] [207.0/1000.0] [batch_t 0.438 (0.436)] [data_t 0.015] [optim_t 0.423] [lr 0.002697] [CE 4.654 (4.268)] [KD 3.511 (3.628)] +2024-10-16 07:11:35,684 - Train: 20.70% [258950/1251000] [207.0/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.002697] [CE 4.288 (4.331)] [KD 3.459 (3.665)] +2024-10-16 07:11:59,024 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 37247] [top5_cnt 46318] [top_all 50000] +2024-10-16 07:11:59,025 - net: 74.494 (92.636) +2024-10-16 07:12:20,071 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 39642] [top5_cnt 47366] [top_all 50000] +2024-10-16 07:12:20,072 - net_E: 79.284 (94.732) +2024-10-16 07:12:20,242 - Max [top1: 74.562 (epoch: 206)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 07:12:20,242 - ==> Total time: 1 day, 7:30:28 Eta: 5 days, 0:42:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 07:12:43,018 - Train: 20.70% [259000/1251000] [207.0/1000.0] [batch_t 0.524 (0.497)] [data_t 0.015] [optim_t 0.509] [lr 0.002697] [CE 4.001 (4.242)] [KD 3.469 (3.568)] +2024-10-16 07:13:04,744 - Train: 20.71% [259050/1251000] [207.1/1000.0] [batch_t 0.488 (0.434)] [data_t 0.015] [optim_t 0.472] [lr 0.002697] [CE 4.686 (4.297)] [KD 3.965 (3.600)] +2024-10-16 07:13:24,960 - Train: 20.71% [259100/1251000] [207.1/1000.0] [batch_t 0.385 (0.404)] [data_t 0.016] [optim_t 0.369] [lr 0.002697] [CE 4.161 (4.311)] [KD 3.565 (3.558)] +2024-10-16 07:13:45,144 - Train: 20.72% [259150/1251000] [207.2/1000.0] [batch_t 0.413 (0.404)] [data_t 0.015] [optim_t 0.398] [lr 0.002696] [CE 3.356 (4.285)] [KD 3.358 (3.634)] +2024-10-16 07:14:05,159 - Train: 20.72% [259200/1251000] [207.2/1000.0] [batch_t 0.438 (0.400)] [data_t 0.016] [optim_t 0.422] [lr 0.002696] [CE 4.617 (4.348)] [KD 3.979 (3.642)] +2024-10-16 07:14:26,267 - Train: 20.72% [259250/1251000] [207.2/1000.0] [batch_t 0.400 (0.422)] [data_t 0.015] [optim_t 0.385] [lr 0.002696] [CE 4.218 (4.156)] [KD 3.369 (3.541)] +2024-10-16 07:14:47,305 - Train: 20.73% [259300/1251000] [207.3/1000.0] [batch_t 0.481 (0.421)] [data_t 0.016] [optim_t 0.466] [lr 0.002696] [CE 4.317 (4.258)] [KD 3.386 (3.540)] +2024-10-16 07:15:08,669 - Train: 20.73% [259350/1251000] [207.3/1000.0] [batch_t 0.362 (0.427)] [data_t 0.015] [optim_t 0.346] [lr 0.002696] [CE 4.120 (4.301)] [KD 3.628 (3.581)] +2024-10-16 07:15:29,661 - Train: 20.74% [259400/1251000] [207.4/1000.0] [batch_t 0.360 (0.420)] [data_t 0.016] [optim_t 0.345] [lr 0.002696] [CE 4.477 (4.311)] [KD 3.679 (3.610)] +2024-10-16 07:15:50,845 - Train: 20.74% [259450/1251000] [207.4/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.002696] [CE 4.692 (4.314)] [KD 3.671 (3.644)] +2024-10-16 07:16:12,032 - Train: 20.74% [259500/1251000] [207.4/1000.0] [batch_t 0.375 (0.424)] [data_t 0.015] [optim_t 0.359] [lr 0.002696] [CE 4.254 (4.354)] [KD 3.584 (3.675)] +2024-10-16 07:16:33,393 - Train: 20.75% [259550/1251000] [207.5/1000.0] [batch_t 0.417 (0.427)] [data_t 0.016] [optim_t 0.402] [lr 0.002696] [CE 4.324 (4.327)] [KD 3.749 (3.643)] +2024-10-16 07:16:54,696 - Train: 20.75% [259600/1251000] [207.5/1000.0] [batch_t 0.382 (0.426)] [data_t 0.015] [optim_t 0.367] [lr 0.002695] [CE 3.946 (4.330)] [KD 3.292 (3.607)] +2024-10-16 07:17:15,730 - Train: 20.76% [259650/1251000] [207.6/1000.0] [batch_t 0.404 (0.421)] [data_t 0.016] [optim_t 0.389] [lr 0.002695] [CE 4.402 (4.316)] [KD 3.646 (3.624)] +2024-10-16 07:17:37,114 - Train: 20.76% [259700/1251000] [207.6/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.002695] [CE 4.278 (4.334)] [KD 3.811 (3.598)] +2024-10-16 07:17:58,286 - Train: 20.76% [259750/1251000] [207.6/1000.0] [batch_t 0.388 (0.423)] [data_t 0.015] [optim_t 0.373] [lr 0.002695] [CE 4.461 (4.277)] [KD 3.677 (3.644)] +2024-10-16 07:18:19,114 - Train: 20.77% [259800/1251000] [207.7/1000.0] [batch_t 0.428 (0.416)] [data_t 0.015] [optim_t 0.413] [lr 0.002695] [CE 4.345 (4.285)] [KD 3.824 (3.623)] +2024-10-16 07:18:40,248 - Train: 20.77% [259850/1251000] [207.7/1000.0] [batch_t 0.391 (0.423)] [data_t 0.015] [optim_t 0.376] [lr 0.002695] [CE 4.521 (4.298)] [KD 3.513 (3.608)] +2024-10-16 07:19:01,173 - Train: 20.78% [259900/1251000] [207.8/1000.0] [batch_t 0.410 (0.418)] [data_t 0.015] [optim_t 0.395] [lr 0.002695] [CE 4.095 (4.291)] [KD 3.443 (3.588)] +2024-10-16 07:19:22,527 - Train: 20.78% [259950/1251000] [207.8/1000.0] [batch_t 0.418 (0.427)] [data_t 0.015] [optim_t 0.402] [lr 0.002695] [CE 4.500 (4.328)] [KD 3.795 (3.633)] +2024-10-16 07:19:43,709 - Train: 20.78% [260000/1251000] [207.8/1000.0] [batch_t 0.423 (0.424)] [data_t 0.015] [optim_t 0.407] [lr 0.002695] [CE 4.348 (4.270)] [KD 3.579 (3.624)] +2024-10-16 07:20:04,783 - Train: 20.79% [260050/1251000] [207.9/1000.0] [batch_t 0.372 (0.421)] [data_t 0.015] [optim_t 0.356] [lr 0.002694] [CE 4.375 (4.322)] [KD 3.876 (3.634)] +2024-10-16 07:20:25,745 - Train: 20.79% [260100/1251000] [207.9/1000.0] [batch_t 0.423 (0.419)] [data_t 0.015] [optim_t 0.407] [lr 0.002694] [CE 4.248 (4.299)] [KD 3.455 (3.591)] +2024-10-16 07:20:46,629 - Train: 20.80% [260150/1251000] [208.0/1000.0] [batch_t 0.394 (0.418)] [data_t 0.015] [optim_t 0.379] [lr 0.002694] [CE 4.387 (4.272)] [KD 3.614 (3.578)] +2024-10-16 07:21:07,172 - Train: 20.80% [260200/1251000] [208.0/1000.0] [batch_t 0.358 (0.411)] [data_t 0.015] [optim_t 0.343] [lr 0.002694] [CE 3.997 (4.203)] [KD 3.422 (3.595)] +2024-10-16 07:21:31,240 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 37205] [top5_cnt 46219] [top_all 50000] +2024-10-16 07:21:31,240 - net: 74.410 (92.438) +2024-10-16 07:21:52,996 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 39676] [top5_cnt 47397] [top_all 50000] +2024-10-16 07:21:52,996 - net_E: 79.352 (94.794) +2024-10-16 07:21:53,173 - Max [top1: 74.562 (epoch: 206)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 07:21:53,173 - ==> Total time: 1 day, 7:40:01 Eta: 5 days, 0:34:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 07:22:14,816 - Train: 20.80% [260250/1251000] [208.0/1000.0] [batch_t 0.361 (0.484)] [data_t 0.016] [optim_t 0.346] [lr 0.002694] [CE 3.999 (4.318)] [KD 3.416 (3.600)] +2024-10-16 07:22:35,399 - Train: 20.81% [260300/1251000] [208.1/1000.0] [batch_t 0.413 (0.412)] [data_t 0.016] [optim_t 0.397] [lr 0.002694] [CE 4.199 (4.279)] [KD 3.478 (3.613)] +2024-10-16 07:22:56,758 - Train: 20.81% [260350/1251000] [208.1/1000.0] [batch_t 0.414 (0.427)] [data_t 0.015] [optim_t 0.399] [lr 0.002694] [CE 4.704 (4.304)] [KD 3.794 (3.612)] +2024-10-16 07:23:17,792 - Train: 20.82% [260400/1251000] [208.2/1000.0] [batch_t 0.438 (0.421)] [data_t 0.016] [optim_t 0.422] [lr 0.002694] [CE 4.311 (4.294)] [KD 3.432 (3.563)] +2024-10-16 07:23:38,442 - Train: 20.82% [260450/1251000] [208.2/1000.0] [batch_t 0.400 (0.413)] [data_t 0.016] [optim_t 0.385] [lr 0.002694] [CE 4.379 (4.297)] [KD 3.814 (3.578)] +2024-10-16 07:23:59,575 - Train: 20.82% [260500/1251000] [208.2/1000.0] [batch_t 0.427 (0.423)] [data_t 0.016] [optim_t 0.411] [lr 0.002693] [CE 3.998 (4.230)] [KD 3.525 (3.576)] +2024-10-16 07:24:20,384 - Train: 20.83% [260550/1251000] [208.3/1000.0] [batch_t 0.511 (0.416)] [data_t 0.016] [optim_t 0.495] [lr 0.002693] [CE 4.643 (4.314)] [KD 3.667 (3.616)] +2024-10-16 07:24:41,346 - Train: 20.83% [260600/1251000] [208.3/1000.0] [batch_t 0.398 (0.419)] [data_t 0.016] [optim_t 0.382] [lr 0.002693] [CE 4.371 (4.325)] [KD 3.691 (3.635)] +2024-10-16 07:25:02,155 - Train: 20.84% [260650/1251000] [208.4/1000.0] [batch_t 0.372 (0.416)] [data_t 0.016] [optim_t 0.356] [lr 0.002693] [CE 4.467 (4.358)] [KD 3.901 (3.641)] +2024-10-16 07:25:23,191 - Train: 20.84% [260700/1251000] [208.4/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.002693] [CE 4.252 (4.312)] [KD 3.664 (3.624)] +2024-10-16 07:25:44,264 - Train: 20.84% [260750/1251000] [208.4/1000.0] [batch_t 0.506 (0.421)] [data_t 0.015] [optim_t 0.491] [lr 0.002693] [CE 3.460 (4.275)] [KD 3.282 (3.567)] +2024-10-16 07:26:05,549 - Train: 20.85% [260800/1251000] [208.5/1000.0] [batch_t 0.419 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.002693] [CE 4.193 (4.335)] [KD 3.455 (3.599)] +2024-10-16 07:26:26,700 - Train: 20.85% [260850/1251000] [208.5/1000.0] [batch_t 0.409 (0.423)] [data_t 0.015] [optim_t 0.394] [lr 0.002693] [CE 3.932 (4.307)] [KD 3.516 (3.594)] +2024-10-16 07:26:47,500 - Train: 20.86% [260900/1251000] [208.6/1000.0] [batch_t 0.498 (0.416)] [data_t 0.016] [optim_t 0.483] [lr 0.002693] [CE 3.959 (4.271)] [KD 3.647 (3.573)] +2024-10-16 07:27:08,797 - Train: 20.86% [260950/1251000] [208.6/1000.0] [batch_t 0.385 (0.426)] [data_t 0.016] [optim_t 0.370] [lr 0.002692] [CE 3.841 (4.349)] [KD 3.345 (3.617)] +2024-10-16 07:27:29,910 - Train: 20.86% [261000/1251000] [208.6/1000.0] [batch_t 0.451 (0.422)] [data_t 0.016] [optim_t 0.436] [lr 0.002692] [CE 4.253 (4.257)] [KD 3.593 (3.630)] +2024-10-16 07:27:51,345 - Train: 20.87% [261050/1251000] [208.7/1000.0] [batch_t 0.415 (0.429)] [data_t 0.015] [optim_t 0.399] [lr 0.002692] [CE 4.217 (4.323)] [KD 3.637 (3.684)] +2024-10-16 07:28:12,729 - Train: 20.87% [261100/1251000] [208.7/1000.0] [batch_t 0.394 (0.428)] [data_t 0.015] [optim_t 0.378] [lr 0.002692] [CE 4.080 (4.254)] [KD 3.490 (3.609)] +2024-10-16 07:28:34,320 - Train: 20.88% [261150/1251000] [208.8/1000.0] [batch_t 0.432 (0.432)] [data_t 0.016] [optim_t 0.416] [lr 0.002692] [CE 4.196 (4.319)] [KD 3.495 (3.585)] +2024-10-16 07:28:55,771 - Train: 20.88% [261200/1251000] [208.8/1000.0] [batch_t 0.510 (0.429)] [data_t 0.016] [optim_t 0.494] [lr 0.002692] [CE 3.946 (4.289)] [KD 3.506 (3.599)] +2024-10-16 07:29:16,734 - Train: 20.88% [261250/1251000] [208.8/1000.0] [batch_t 0.379 (0.419)] [data_t 0.015] [optim_t 0.363] [lr 0.002692] [CE 4.979 (4.297)] [KD 3.787 (3.618)] +2024-10-16 07:29:38,004 - Train: 20.89% [261300/1251000] [208.9/1000.0] [batch_t 0.512 (0.425)] [data_t 0.015] [optim_t 0.496] [lr 0.002692] [CE 4.819 (4.257)] [KD 3.947 (3.610)] +2024-10-16 07:29:59,079 - Train: 20.89% [261350/1251000] [208.9/1000.0] [batch_t 0.425 (0.421)] [data_t 0.016] [optim_t 0.410] [lr 0.002691] [CE 4.557 (4.377)] [KD 3.776 (3.637)] +2024-10-16 07:30:20,308 - Train: 20.90% [261400/1251000] [209.0/1000.0] [batch_t 0.505 (0.424)] [data_t 0.016] [optim_t 0.490] [lr 0.002691] [CE 4.415 (4.335)] [KD 3.815 (3.590)] +2024-10-16 07:30:41,402 - Train: 20.90% [261450/1251000] [209.0/1000.0] [batch_t 0.359 (0.422)] [data_t 0.015] [optim_t 0.344] [lr 0.002691] [CE 3.750 (4.279)] [KD 3.513 (3.592)] +2024-10-16 07:31:07,005 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.442)] [top1_cnt 37471] [top5_cnt 46336] [top_all 50000] +2024-10-16 07:31:07,005 - net: 74.942 (92.672) +2024-10-16 07:31:28,142 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 39643] [top5_cnt 47413] [top_all 50000] +2024-10-16 07:31:28,143 - net_E: 79.286 (94.826) +2024-10-16 07:31:28,291 - Max [top1: 74.942 (epoch: 209)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 07:31:28,291 - ==> Total time: 1 day, 7:49:36 Eta: 5 days, 0:27:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 07:31:51,290 - Train: 20.90% [261500/1251000] [209.0/1000.0] [batch_t 0.365 (0.463)] [data_t 0.016] [optim_t 0.349] [lr 0.002691] [CE 4.221 (4.290)] [KD 3.551 (3.559)] +2024-10-16 07:32:12,741 - Train: 20.91% [261550/1251000] [209.1/1000.0] [batch_t 0.506 (0.429)] [data_t 0.015] [optim_t 0.491] [lr 0.002691] [CE 4.311 (4.232)] [KD 3.491 (3.520)] +2024-10-16 07:32:34,604 - Train: 20.91% [261600/1251000] [209.1/1000.0] [batch_t 0.369 (0.437)] [data_t 0.015] [optim_t 0.353] [lr 0.002691] [CE 3.999 (4.234)] [KD 3.640 (3.508)] +2024-10-16 07:32:56,107 - Train: 20.92% [261650/1251000] [209.2/1000.0] [batch_t 0.396 (0.430)] [data_t 0.015] [optim_t 0.380] [lr 0.002691] [CE 4.286 (4.314)] [KD 3.587 (3.592)] +2024-10-16 07:33:17,453 - Train: 20.92% [261700/1251000] [209.2/1000.0] [batch_t 0.505 (0.427)] [data_t 0.016] [optim_t 0.489] [lr 0.002691] [CE 4.261 (4.230)] [KD 3.762 (3.538)] +2024-10-16 07:33:38,814 - Train: 20.92% [261750/1251000] [209.2/1000.0] [batch_t 0.418 (0.427)] [data_t 0.015] [optim_t 0.403] [lr 0.002691] [CE 3.952 (4.264)] [KD 3.342 (3.589)] +2024-10-16 07:33:59,966 - Train: 20.93% [261800/1251000] [209.3/1000.0] [batch_t 0.362 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.002690] [CE 4.633 (4.302)] [KD 3.688 (3.618)] +2024-10-16 07:34:21,622 - Train: 20.93% [261850/1251000] [209.3/1000.0] [batch_t 0.441 (0.433)] [data_t 0.015] [optim_t 0.426] [lr 0.002690] [CE 3.937 (4.197)] [KD 3.391 (3.562)] +2024-10-16 07:34:42,629 - Train: 20.94% [261900/1251000] [209.4/1000.0] [batch_t 0.398 (0.420)] [data_t 0.015] [optim_t 0.382] [lr 0.002690] [CE 3.967 (4.319)] [KD 3.473 (3.597)] +2024-10-16 07:35:04,507 - Train: 20.94% [261950/1251000] [209.4/1000.0] [batch_t 0.427 (0.437)] [data_t 0.015] [optim_t 0.412] [lr 0.002690] [CE 4.025 (4.250)] [KD 3.294 (3.614)] +2024-10-16 07:35:26,062 - Train: 20.94% [262000/1251000] [209.4/1000.0] [batch_t 0.392 (0.431)] [data_t 0.016] [optim_t 0.377] [lr 0.002690] [CE 4.038 (4.243)] [KD 3.458 (3.563)] +2024-10-16 07:35:47,073 - Train: 20.95% [262050/1251000] [209.5/1000.0] [batch_t 0.378 (0.420)] [data_t 0.015] [optim_t 0.363] [lr 0.002690] [CE 3.989 (4.331)] [KD 3.454 (3.675)] +2024-10-16 07:36:08,441 - Train: 20.95% [262100/1251000] [209.5/1000.0] [batch_t 0.365 (0.427)] [data_t 0.015] [optim_t 0.350] [lr 0.002690] [CE 4.619 (4.350)] [KD 3.571 (3.647)] +2024-10-16 07:36:29,439 - Train: 20.96% [262150/1251000] [209.6/1000.0] [batch_t 0.439 (0.420)] [data_t 0.016] [optim_t 0.423] [lr 0.002690] [CE 4.089 (4.266)] [KD 3.487 (3.596)] +2024-10-16 07:36:50,680 - Train: 20.96% [262200/1251000] [209.6/1000.0] [batch_t 0.496 (0.425)] [data_t 0.016] [optim_t 0.480] [lr 0.002690] [CE 4.221 (4.337)] [KD 3.553 (3.539)] +2024-10-16 07:37:11,915 - Train: 20.96% [262250/1251000] [209.6/1000.0] [batch_t 0.390 (0.425)] [data_t 0.016] [optim_t 0.374] [lr 0.002689] [CE 4.261 (4.243)] [KD 3.672 (3.533)] +2024-10-16 07:37:33,066 - Train: 20.97% [262300/1251000] [209.7/1000.0] [batch_t 0.392 (0.423)] [data_t 0.015] [optim_t 0.376] [lr 0.002689] [CE 3.860 (4.227)] [KD 3.433 (3.614)] +2024-10-16 07:37:54,477 - Train: 20.97% [262350/1251000] [209.7/1000.0] [batch_t 0.428 (0.428)] [data_t 0.016] [optim_t 0.412] [lr 0.002689] [CE 4.438 (4.322)] [KD 3.704 (3.598)] +2024-10-16 07:38:15,647 - Train: 20.98% [262400/1251000] [209.8/1000.0] [batch_t 0.358 (0.423)] [data_t 0.015] [optim_t 0.343] [lr 0.002689] [CE 3.727 (4.238)] [KD 3.359 (3.520)] +2024-10-16 07:38:37,101 - Train: 20.98% [262450/1251000] [209.8/1000.0] [batch_t 0.417 (0.429)] [data_t 0.015] [optim_t 0.402] [lr 0.002689] [CE 4.244 (4.332)] [KD 3.627 (3.627)] +2024-10-16 07:38:58,288 - Train: 20.98% [262500/1251000] [209.8/1000.0] [batch_t 0.466 (0.424)] [data_t 0.016] [optim_t 0.450] [lr 0.002689] [CE 4.501 (4.386)] [KD 3.793 (3.694)] +2024-10-16 07:39:19,653 - Train: 20.99% [262550/1251000] [209.9/1000.0] [batch_t 0.426 (0.427)] [data_t 0.015] [optim_t 0.411] [lr 0.002689] [CE 4.360 (4.234)] [KD 3.655 (3.556)] +2024-10-16 07:39:41,119 - Train: 20.99% [262600/1251000] [209.9/1000.0] [batch_t 0.485 (0.429)] [data_t 0.015] [optim_t 0.470] [lr 0.002689] [CE 4.734 (4.278)] [KD 3.732 (3.564)] +2024-10-16 07:40:02,542 - Train: 21.00% [262650/1251000] [210.0/1000.0] [batch_t 0.418 (0.428)] [data_t 0.015] [optim_t 0.403] [lr 0.002689] [CE 4.543 (4.291)] [KD 3.635 (3.575)] +2024-10-16 07:40:23,594 - Train: 21.00% [262700/1251000] [210.0/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.002688] [CE 4.595 (4.298)] [KD 3.383 (3.589)] +2024-10-16 07:40:49,355 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 37127] [top5_cnt 46194] [top_all 50000] +2024-10-16 07:40:49,356 - net: 74.254 (92.388) +2024-10-16 07:41:10,734 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 39651] [top5_cnt 47413] [top_all 50000] +2024-10-16 07:41:10,735 - net_E: 79.302 (94.826) +2024-10-16 07:41:10,921 - Max [top1: 74.942 (epoch: 209)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 07:41:10,922 - ==> Total time: 1 day, 7:59:19 Eta: 5 days, 0:20:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 07:41:33,717 - Train: 21.00% [262750/1251000] [210.0/1000.0] [batch_t 0.364 (0.477)] [data_t 0.016] [optim_t 0.349] [lr 0.002688] [CE 4.391 (4.343)] [KD 3.435 (3.587)] +2024-10-16 07:41:55,952 - Train: 21.01% [262800/1251000] [210.1/1000.0] [batch_t 0.359 (0.445)] [data_t 0.016] [optim_t 0.344] [lr 0.002688] [CE 4.005 (4.280)] [KD 3.492 (3.554)] +2024-10-16 07:42:17,734 - Train: 21.01% [262850/1251000] [210.1/1000.0] [batch_t 0.449 (0.436)] [data_t 0.016] [optim_t 0.433] [lr 0.002688] [CE 4.142 (4.231)] [KD 3.269 (3.539)] +2024-10-16 07:42:39,709 - Train: 21.02% [262900/1251000] [210.2/1000.0] [batch_t 0.784 (0.439)] [data_t 0.015] [optim_t 0.768] [lr 0.002688] [CE 4.405 (4.315)] [KD 3.652 (3.558)] +2024-10-16 07:43:00,030 - Train: 21.02% [262950/1251000] [210.2/1000.0] [batch_t 0.419 (0.406)] [data_t 0.015] [optim_t 0.403] [lr 0.002688] [CE 4.578 (4.277)] [KD 3.679 (3.579)] +2024-10-16 07:43:20,887 - Train: 21.02% [263000/1251000] [210.2/1000.0] [batch_t 0.386 (0.417)] [data_t 0.015] [optim_t 0.371] [lr 0.002688] [CE 4.017 (4.300)] [KD 3.629 (3.600)] +2024-10-16 07:43:42,274 - Train: 21.03% [263050/1251000] [210.3/1000.0] [batch_t 0.384 (0.428)] [data_t 0.015] [optim_t 0.368] [lr 0.002688] [CE 4.133 (4.330)] [KD 3.542 (3.599)] +2024-10-16 07:44:03,318 - Train: 21.03% [263100/1251000] [210.3/1000.0] [batch_t 0.480 (0.421)] [data_t 0.016] [optim_t 0.464] [lr 0.002687] [CE 4.214 (4.283)] [KD 3.687 (3.529)] +2024-10-16 07:44:24,977 - Train: 21.04% [263150/1251000] [210.4/1000.0] [batch_t 0.466 (0.433)] [data_t 0.015] [optim_t 0.450] [lr 0.002687] [CE 4.433 (4.284)] [KD 3.646 (3.573)] +2024-10-16 07:44:46,060 - Train: 21.04% [263200/1251000] [210.4/1000.0] [batch_t 0.408 (0.422)] [data_t 0.015] [optim_t 0.392] [lr 0.002687] [CE 4.093 (4.318)] [KD 3.516 (3.628)] +2024-10-16 07:45:07,396 - Train: 21.04% [263250/1251000] [210.4/1000.0] [batch_t 0.475 (0.427)] [data_t 0.015] [optim_t 0.459] [lr 0.002687] [CE 3.815 (4.287)] [KD 3.470 (3.569)] +2024-10-16 07:45:28,904 - Train: 21.05% [263300/1251000] [210.5/1000.0] [batch_t 0.374 (0.430)] [data_t 0.016] [optim_t 0.359] [lr 0.002687] [CE 4.250 (4.322)] [KD 3.398 (3.632)] +2024-10-16 07:45:50,167 - Train: 21.05% [263350/1251000] [210.5/1000.0] [batch_t 0.426 (0.425)] [data_t 0.016] [optim_t 0.411] [lr 0.002687] [CE 4.575 (4.337)] [KD 3.452 (3.578)] +2024-10-16 07:46:12,661 - Train: 21.06% [263400/1251000] [210.6/1000.0] [batch_t 0.481 (0.450)] [data_t 0.015] [optim_t 0.466] [lr 0.002687] [CE 4.162 (4.281)] [KD 3.567 (3.577)] +2024-10-16 07:46:34,791 - Train: 21.06% [263450/1251000] [210.6/1000.0] [batch_t 0.420 (0.442)] [data_t 0.016] [optim_t 0.405] [lr 0.002687] [CE 4.730 (4.273)] [KD 3.637 (3.632)] +2024-10-16 07:46:56,352 - Train: 21.06% [263500/1251000] [210.6/1000.0] [batch_t 0.411 (0.431)] [data_t 0.016] [optim_t 0.396] [lr 0.002687] [CE 4.306 (4.279)] [KD 3.431 (3.504)] +2024-10-16 07:47:17,920 - Train: 21.07% [263550/1251000] [210.7/1000.0] [batch_t 0.399 (0.431)] [data_t 0.015] [optim_t 0.383] [lr 0.002686] [CE 4.086 (4.351)] [KD 3.690 (3.579)] +2024-10-16 07:47:39,457 - Train: 21.07% [263600/1251000] [210.7/1000.0] [batch_t 0.403 (0.431)] [data_t 0.015] [optim_t 0.388] [lr 0.002686] [CE 4.222 (4.253)] [KD 3.576 (3.555)] +2024-10-16 07:48:00,864 - Train: 21.08% [263650/1251000] [210.8/1000.0] [batch_t 0.364 (0.428)] [data_t 0.016] [optim_t 0.349] [lr 0.002686] [CE 4.204 (4.348)] [KD 3.821 (3.632)] +2024-10-16 07:48:22,639 - Train: 21.08% [263700/1251000] [210.8/1000.0] [batch_t 0.429 (0.435)] [data_t 0.015] [optim_t 0.413] [lr 0.002686] [CE 4.142 (4.275)] [KD 3.648 (3.584)] +2024-10-16 07:48:44,229 - Train: 21.08% [263750/1251000] [210.8/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.002686] [CE 4.672 (4.291)] [KD 3.785 (3.565)] +2024-10-16 07:49:05,538 - Train: 21.09% [263800/1251000] [210.9/1000.0] [batch_t 0.438 (0.426)] [data_t 0.015] [optim_t 0.422] [lr 0.002686] [CE 4.196 (4.263)] [KD 3.589 (3.593)] +2024-10-16 07:49:27,001 - Train: 21.09% [263850/1251000] [210.9/1000.0] [batch_t 0.399 (0.429)] [data_t 0.016] [optim_t 0.383] [lr 0.002686] [CE 4.421 (4.266)] [KD 3.678 (3.593)] +2024-10-16 07:49:48,527 - Train: 21.10% [263900/1251000] [211.0/1000.0] [batch_t 0.422 (0.430)] [data_t 0.016] [optim_t 0.406] [lr 0.002686] [CE 4.039 (4.256)] [KD 3.473 (3.616)] +2024-10-16 07:50:09,873 - Train: 21.10% [263950/1251000] [211.0/1000.0] [batch_t 0.360 (0.427)] [data_t 0.015] [optim_t 0.345] [lr 0.002686] [CE 4.340 (4.310)] [KD 3.568 (3.622)] +2024-10-16 07:50:35,206 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 37255] [top5_cnt 46203] [top_all 50000] +2024-10-16 07:50:35,207 - net: 74.510 (92.406) +2024-10-16 07:50:56,308 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 39632] [top5_cnt 47436] [top_all 50000] +2024-10-16 07:50:56,309 - net_E: 79.264 (94.872) +2024-10-16 07:50:56,474 - Max [top1: 74.942 (epoch: 209)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 07:50:56,475 - ==> Total time: 1 day, 8:09:05 Eta: 5 days, 0:13:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 07:51:17,851 - Train: 21.10% [264000/1251000] [211.0/1000.0] [batch_t 0.360 (0.512)] [data_t 0.016] [optim_t 0.344] [lr 0.002685] [CE 4.880 (4.319)] [KD 3.515 (3.617)] +2024-10-16 07:51:38,739 - Train: 21.11% [264050/1251000] [211.1/1000.0] [batch_t 0.420 (0.418)] [data_t 0.016] [optim_t 0.404] [lr 0.002685] [CE 4.481 (4.324)] [KD 3.581 (3.551)] +2024-10-16 07:51:59,913 - Train: 21.11% [264100/1251000] [211.1/1000.0] [batch_t 0.401 (0.423)] [data_t 0.015] [optim_t 0.386] [lr 0.002685] [CE 4.851 (4.329)] [KD 3.833 (3.578)] +2024-10-16 07:52:20,766 - Train: 21.12% [264150/1251000] [211.2/1000.0] [batch_t 0.403 (0.417)] [data_t 0.015] [optim_t 0.388] [lr 0.002685] [CE 4.489 (4.326)] [KD 3.658 (3.590)] +2024-10-16 07:52:41,717 - Train: 21.12% [264200/1251000] [211.2/1000.0] [batch_t 0.431 (0.419)] [data_t 0.015] [optim_t 0.416] [lr 0.002685] [CE 4.368 (4.265)] [KD 3.682 (3.603)] +2024-10-16 07:53:02,501 - Train: 21.12% [264250/1251000] [211.2/1000.0] [batch_t 0.463 (0.416)] [data_t 0.015] [optim_t 0.447] [lr 0.002685] [CE 4.662 (4.275)] [KD 3.844 (3.612)] +2024-10-16 07:53:23,288 - Train: 21.13% [264300/1251000] [211.3/1000.0] [batch_t 0.392 (0.416)] [data_t 0.015] [optim_t 0.376] [lr 0.002685] [CE 3.978 (4.307)] [KD 3.436 (3.598)] +2024-10-16 07:53:43,577 - Train: 21.13% [264350/1251000] [211.3/1000.0] [batch_t 0.469 (0.406)] [data_t 0.016] [optim_t 0.453] [lr 0.002685] [CE 4.504 (4.212)] [KD 3.751 (3.542)] +2024-10-16 07:54:04,274 - Train: 21.14% [264400/1251000] [211.4/1000.0] [batch_t 0.375 (0.414)] [data_t 0.015] [optim_t 0.359] [lr 0.002685] [CE 4.512 (4.251)] [KD 3.594 (3.579)] +2024-10-16 07:54:25,061 - Train: 21.14% [264450/1251000] [211.4/1000.0] [batch_t 0.426 (0.416)] [data_t 0.016] [optim_t 0.410] [lr 0.002684] [CE 4.400 (4.290)] [KD 3.635 (3.570)] +2024-10-16 07:54:45,817 - Train: 21.14% [264500/1251000] [211.4/1000.0] [batch_t 0.389 (0.415)] [data_t 0.016] [optim_t 0.373] [lr 0.002684] [CE 4.428 (4.319)] [KD 3.755 (3.619)] +2024-10-16 07:55:06,397 - Train: 21.15% [264550/1251000] [211.5/1000.0] [batch_t 0.373 (0.411)] [data_t 0.016] [optim_t 0.357] [lr 0.002684] [CE 4.435 (4.351)] [KD 3.595 (3.654)] +2024-10-16 07:55:27,197 - Train: 21.15% [264600/1251000] [211.5/1000.0] [batch_t 0.400 (0.416)] [data_t 0.016] [optim_t 0.384] [lr 0.002684] [CE 4.116 (4.322)] [KD 3.718 (3.594)] +2024-10-16 07:55:48,095 - Train: 21.16% [264650/1251000] [211.6/1000.0] [batch_t 0.387 (0.418)] [data_t 0.016] [optim_t 0.372] [lr 0.002684] [CE 4.168 (4.259)] [KD 3.413 (3.564)] +2024-10-16 07:56:08,671 - Train: 21.16% [264700/1251000] [211.6/1000.0] [batch_t 0.369 (0.411)] [data_t 0.016] [optim_t 0.354] [lr 0.002684] [CE 4.406 (4.310)] [KD 3.634 (3.569)] +2024-10-16 07:56:28,965 - Train: 21.16% [264750/1251000] [211.6/1000.0] [batch_t 0.397 (0.406)] [data_t 0.016] [optim_t 0.381] [lr 0.002684] [CE 3.891 (4.248)] [KD 3.285 (3.542)] +2024-10-16 07:56:49,521 - Train: 21.17% [264800/1251000] [211.7/1000.0] [batch_t 0.389 (0.411)] [data_t 0.016] [optim_t 0.373] [lr 0.002684] [CE 4.211 (4.321)] [KD 3.757 (3.639)] +2024-10-16 07:57:10,141 - Train: 21.17% [264850/1251000] [211.7/1000.0] [batch_t 0.434 (0.412)] [data_t 0.015] [optim_t 0.419] [lr 0.002683] [CE 4.374 (4.282)] [KD 3.459 (3.590)] +2024-10-16 07:57:30,823 - Train: 21.18% [264900/1251000] [211.8/1000.0] [batch_t 0.431 (0.414)] [data_t 0.016] [optim_t 0.415] [lr 0.002683] [CE 4.660 (4.355)] [KD 3.843 (3.652)] +2024-10-16 07:57:51,371 - Train: 21.18% [264950/1251000] [211.8/1000.0] [batch_t 0.387 (0.411)] [data_t 0.015] [optim_t 0.372] [lr 0.002683] [CE 4.297 (4.246)] [KD 3.775 (3.616)] +2024-10-16 07:58:11,770 - Train: 21.18% [265000/1251000] [211.8/1000.0] [batch_t 0.424 (0.408)] [data_t 0.016] [optim_t 0.408] [lr 0.002683] [CE 4.605 (4.287)] [KD 3.752 (3.598)] +2024-10-16 07:58:31,909 - Train: 21.19% [265050/1251000] [211.9/1000.0] [batch_t 0.420 (0.403)] [data_t 0.016] [optim_t 0.404] [lr 0.002683] [CE 4.156 (4.311)] [KD 3.534 (3.659)] +2024-10-16 07:58:52,605 - Train: 21.19% [265100/1251000] [211.9/1000.0] [batch_t 0.405 (0.414)] [data_t 0.016] [optim_t 0.389] [lr 0.002683] [CE 4.373 (4.348)] [KD 3.678 (3.609)] +2024-10-16 07:59:13,594 - Train: 21.20% [265150/1251000] [212.0/1000.0] [batch_t 0.407 (0.420)] [data_t 0.016] [optim_t 0.391] [lr 0.002683] [CE 4.035 (4.238)] [KD 3.753 (3.599)] +2024-10-16 07:59:34,093 - Train: 21.20% [265200/1251000] [212.0/1000.0] [batch_t 0.422 (0.410)] [data_t 0.015] [optim_t 0.406] [lr 0.002683] [CE 4.806 (4.333)] [KD 3.805 (3.629)] +2024-10-16 07:59:59,675 - Test (net): 100.00% [50/50] [batch_t 0.132 (0.419)] [top1_cnt 37067] [top5_cnt 46200] [top_all 50000] +2024-10-16 07:59:59,675 - net: 74.134 (92.400) +2024-10-16 08:00:20,118 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.401)] [top1_cnt 39673] [top5_cnt 47430] [top_all 50000] +2024-10-16 08:00:20,119 - net_E: 79.346 (94.860) +2024-10-16 08:00:20,295 - Max [top1: 74.942 (epoch: 209)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 08:00:20,295 - ==> Total time: 1 day, 8:18:28 Eta: 5 days, 0:05:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 08:00:41,074 - Train: 21.20% [265250/1251000] [212.0/1000.0] [batch_t 0.367 (0.510)] [data_t 0.015] [optim_t 0.352] [lr 0.002683] [CE 4.277 (4.242)] [KD 3.488 (3.522)] +2024-10-16 08:01:02,378 - Train: 21.21% [265300/1251000] [212.1/1000.0] [batch_t 0.470 (0.426)] [data_t 0.015] [optim_t 0.455] [lr 0.002682] [CE 3.931 (4.279)] [KD 3.330 (3.623)] +2024-10-16 08:01:23,363 - Train: 21.21% [265350/1251000] [212.1/1000.0] [batch_t 0.421 (0.420)] [data_t 0.015] [optim_t 0.405] [lr 0.002682] [CE 3.997 (4.243)] [KD 3.425 (3.560)] +2024-10-16 08:01:45,159 - Train: 21.22% [265400/1251000] [212.2/1000.0] [batch_t 0.439 (0.436)] [data_t 0.015] [optim_t 0.424] [lr 0.002682] [CE 3.928 (4.249)] [KD 3.486 (3.561)] +2024-10-16 08:02:06,105 - Train: 21.22% [265450/1251000] [212.2/1000.0] [batch_t 0.386 (0.419)] [data_t 0.015] [optim_t 0.370] [lr 0.002682] [CE 4.438 (4.343)] [KD 3.787 (3.621)] +2024-10-16 08:02:27,222 - Train: 21.22% [265500/1251000] [212.2/1000.0] [batch_t 0.436 (0.422)] [data_t 0.015] [optim_t 0.421] [lr 0.002682] [CE 4.065 (4.236)] [KD 3.503 (3.574)] +2024-10-16 08:02:48,256 - Train: 21.23% [265550/1251000] [212.3/1000.0] [batch_t 0.441 (0.421)] [data_t 0.015] [optim_t 0.425] [lr 0.002682] [CE 3.581 (4.302)] [KD 3.454 (3.591)] +2024-10-16 08:03:09,643 - Train: 21.23% [265600/1251000] [212.3/1000.0] [batch_t 0.408 (0.428)] [data_t 0.015] [optim_t 0.393] [lr 0.002682] [CE 4.411 (4.214)] [KD 3.685 (3.561)] +2024-10-16 08:03:30,917 - Train: 21.24% [265650/1251000] [212.4/1000.0] [batch_t 0.371 (0.425)] [data_t 0.016] [optim_t 0.356] [lr 0.002682] [CE 3.981 (4.336)] [KD 3.581 (3.623)] +2024-10-16 08:03:52,126 - Train: 21.24% [265700/1251000] [212.4/1000.0] [batch_t 0.508 (0.424)] [data_t 0.015] [optim_t 0.492] [lr 0.002682] [CE 4.806 (4.311)] [KD 3.803 (3.558)] +2024-10-16 08:04:13,700 - Train: 21.24% [265750/1251000] [212.4/1000.0] [batch_t 0.379 (0.431)] [data_t 0.015] [optim_t 0.364] [lr 0.002681] [CE 4.419 (4.315)] [KD 3.563 (3.574)] +2024-10-16 08:04:34,721 - Train: 21.25% [265800/1251000] [212.5/1000.0] [batch_t 0.467 (0.420)] [data_t 0.015] [optim_t 0.452] [lr 0.002681] [CE 4.300 (4.219)] [KD 3.545 (3.527)] +2024-10-16 08:04:55,798 - Train: 21.25% [265850/1251000] [212.5/1000.0] [batch_t 0.404 (0.421)] [data_t 0.015] [optim_t 0.389] [lr 0.002681] [CE 4.483 (4.369)] [KD 3.557 (3.646)] +2024-10-16 08:05:16,485 - Train: 21.25% [265900/1251000] [212.5/1000.0] [batch_t 0.473 (0.414)] [data_t 0.015] [optim_t 0.457] [lr 0.002681] [CE 4.588 (4.291)] [KD 3.602 (3.583)] +2024-10-16 08:05:37,713 - Train: 21.26% [265950/1251000] [212.6/1000.0] [batch_t 0.390 (0.424)] [data_t 0.015] [optim_t 0.374] [lr 0.002681] [CE 4.385 (4.349)] [KD 3.377 (3.614)] +2024-10-16 08:05:59,676 - Train: 21.26% [266000/1251000] [212.6/1000.0] [batch_t 0.430 (0.439)] [data_t 0.015] [optim_t 0.414] [lr 0.002681] [CE 4.010 (4.278)] [KD 3.400 (3.535)] +2024-10-16 08:06:21,832 - Train: 21.27% [266050/1251000] [212.7/1000.0] [batch_t 0.407 (0.443)] [data_t 0.016] [optim_t 0.392] [lr 0.002681] [CE 3.979 (4.271)] [KD 3.586 (3.536)] +2024-10-16 08:06:43,931 - Train: 21.27% [266100/1251000] [212.7/1000.0] [batch_t 0.433 (0.442)] [data_t 0.016] [optim_t 0.417] [lr 0.002681] [CE 4.407 (4.311)] [KD 3.618 (3.637)] +2024-10-16 08:07:05,207 - Train: 21.27% [266150/1251000] [212.7/1000.0] [batch_t 0.459 (0.425)] [data_t 0.016] [optim_t 0.444] [lr 0.002680] [CE 4.327 (4.362)] [KD 3.671 (3.670)] +2024-10-16 08:07:26,525 - Train: 21.28% [266200/1251000] [212.8/1000.0] [batch_t 0.422 (0.426)] [data_t 0.015] [optim_t 0.407] [lr 0.002680] [CE 4.368 (4.322)] [KD 3.636 (3.627)] +2024-10-16 08:07:46,958 - Train: 21.28% [266250/1251000] [212.8/1000.0] [batch_t 0.361 (0.409)] [data_t 0.016] [optim_t 0.345] [lr 0.002680] [CE 3.959 (4.286)] [KD 3.198 (3.591)] +2024-10-16 08:08:07,564 - Train: 21.29% [266300/1251000] [212.9/1000.0] [batch_t 0.383 (0.412)] [data_t 0.015] [optim_t 0.367] [lr 0.002680] [CE 4.514 (4.305)] [KD 3.602 (3.605)] +2024-10-16 08:08:28,177 - Train: 21.29% [266350/1251000] [212.9/1000.0] [batch_t 0.458 (0.412)] [data_t 0.015] [optim_t 0.442] [lr 0.002680] [CE 4.488 (4.191)] [KD 3.728 (3.590)] +2024-10-16 08:08:49,345 - Train: 21.29% [266400/1251000] [212.9/1000.0] [batch_t 0.419 (0.423)] [data_t 0.015] [optim_t 0.403] [lr 0.002680] [CE 4.246 (4.324)] [KD 3.709 (3.664)] +2024-10-16 08:09:10,818 - Train: 21.30% [266450/1251000] [213.0/1000.0] [batch_t 0.417 (0.429)] [data_t 0.015] [optim_t 0.402] [lr 0.002680] [CE 4.626 (4.313)] [KD 3.863 (3.585)] +2024-10-16 08:09:37,495 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 37085] [top5_cnt 46167] [top_all 50000] +2024-10-16 08:09:37,496 - net: 74.170 (92.334) +2024-10-16 08:09:58,965 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 39662] [top5_cnt 47432] [top_all 50000] +2024-10-16 08:09:58,965 - net_E: 79.324 (94.864) +2024-10-16 08:09:59,143 - Max [top1: 74.942 (epoch: 209)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 08:09:59,143 - ==> Total time: 1 day, 8:28:07 Eta: 4 days, 23:58:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 08:10:19,415 - Train: 21.30% [266500/1251000] [213.0/1000.0] [batch_t 0.363 (0.510)] [data_t 0.016] [optim_t 0.348] [lr 0.002680] [CE 4.316 (4.291)] [KD 3.543 (3.526)] +2024-10-16 08:10:41,372 - Train: 21.31% [266550/1251000] [213.1/1000.0] [batch_t 0.357 (0.439)] [data_t 0.016] [optim_t 0.342] [lr 0.002680] [CE 3.544 (4.245)] [KD 3.325 (3.541)] +2024-10-16 08:11:02,770 - Train: 21.31% [266600/1251000] [213.1/1000.0] [batch_t 0.409 (0.428)] [data_t 0.064] [optim_t 0.345] [lr 0.002679] [CE 4.509 (4.327)] [KD 3.848 (3.585)] +2024-10-16 08:11:23,949 - Train: 21.31% [266650/1251000] [213.1/1000.0] [batch_t 0.460 (0.423)] [data_t 0.015] [optim_t 0.444] [lr 0.002679] [CE 4.866 (4.236)] [KD 4.019 (3.592)] +2024-10-16 08:11:44,618 - Train: 21.32% [266700/1251000] [213.2/1000.0] [batch_t 0.370 (0.413)] [data_t 0.016] [optim_t 0.354] [lr 0.002679] [CE 4.215 (4.224)] [KD 3.514 (3.542)] +2024-10-16 08:12:05,474 - Train: 21.32% [266750/1251000] [213.2/1000.0] [batch_t 0.454 (0.417)] [data_t 0.016] [optim_t 0.438] [lr 0.002679] [CE 4.366 (4.295)] [KD 3.640 (3.631)] +2024-10-16 08:12:26,587 - Train: 21.33% [266800/1251000] [213.3/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.002679] [CE 4.534 (4.303)] [KD 3.702 (3.588)] +2024-10-16 08:12:47,805 - Train: 21.33% [266850/1251000] [213.3/1000.0] [batch_t 0.361 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.002679] [CE 4.328 (4.298)] [KD 3.585 (3.622)] +2024-10-16 08:13:07,961 - Train: 21.33% [266900/1251000] [213.3/1000.0] [batch_t 0.390 (0.403)] [data_t 0.015] [optim_t 0.375] [lr 0.002679] [CE 4.112 (4.198)] [KD 3.537 (3.608)] +2024-10-16 08:13:28,612 - Train: 21.34% [266950/1251000] [213.4/1000.0] [batch_t 0.441 (0.413)] [data_t 0.015] [optim_t 0.426] [lr 0.002679] [CE 3.860 (4.320)] [KD 3.516 (3.604)] +2024-10-16 08:13:50,071 - Train: 21.34% [267000/1251000] [213.4/1000.0] [batch_t 0.610 (0.429)] [data_t 0.015] [optim_t 0.595] [lr 0.002679] [CE 4.841 (4.265)] [KD 3.755 (3.549)] +2024-10-16 08:14:11,985 - Train: 21.35% [267050/1251000] [213.5/1000.0] [batch_t 0.463 (0.438)] [data_t 0.016] [optim_t 0.447] [lr 0.002678] [CE 4.175 (4.256)] [KD 3.434 (3.579)] +2024-10-16 08:14:33,725 - Train: 21.35% [267100/1251000] [213.5/1000.0] [batch_t 0.424 (0.435)] [data_t 0.015] [optim_t 0.409] [lr 0.002678] [CE 4.689 (4.385)] [KD 3.727 (3.628)] +2024-10-16 08:14:54,274 - Train: 21.35% [267150/1251000] [213.5/1000.0] [batch_t 0.362 (0.411)] [data_t 0.015] [optim_t 0.346] [lr 0.002678] [CE 4.598 (4.357)] [KD 3.629 (3.614)] +2024-10-16 08:15:15,153 - Train: 21.36% [267200/1251000] [213.6/1000.0] [batch_t 0.394 (0.417)] [data_t 0.016] [optim_t 0.379] [lr 0.002678] [CE 4.040 (4.244)] [KD 3.408 (3.564)] +2024-10-16 08:15:36,302 - Train: 21.36% [267250/1251000] [213.6/1000.0] [batch_t 0.456 (0.423)] [data_t 0.016] [optim_t 0.441] [lr 0.002678] [CE 4.124 (4.305)] [KD 3.414 (3.568)] +2024-10-16 08:15:57,367 - Train: 21.37% [267300/1251000] [213.7/1000.0] [batch_t 0.405 (0.421)] [data_t 0.015] [optim_t 0.390] [lr 0.002678] [CE 3.536 (4.342)] [KD 3.147 (3.565)] +2024-10-16 08:16:18,391 - Train: 21.37% [267350/1251000] [213.7/1000.0] [batch_t 0.399 (0.420)] [data_t 0.015] [optim_t 0.383] [lr 0.002678] [CE 4.623 (4.328)] [KD 3.665 (3.583)] +2024-10-16 08:16:39,929 - Train: 21.37% [267400/1251000] [213.7/1000.0] [batch_t 0.408 (0.431)] [data_t 0.015] [optim_t 0.392] [lr 0.002678] [CE 4.687 (4.310)] [KD 3.770 (3.600)] +2024-10-16 08:17:01,930 - Train: 21.38% [267450/1251000] [213.8/1000.0] [batch_t 0.414 (0.440)] [data_t 0.016] [optim_t 0.398] [lr 0.002677] [CE 4.935 (4.255)] [KD 3.774 (3.557)] +2024-10-16 08:17:23,107 - Train: 21.38% [267500/1251000] [213.8/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.002677] [CE 4.120 (4.308)] [KD 3.487 (3.581)] +2024-10-16 08:17:44,077 - Train: 21.39% [267550/1251000] [213.9/1000.0] [batch_t 0.458 (0.419)] [data_t 0.015] [optim_t 0.442] [lr 0.002677] [CE 4.607 (4.277)] [KD 3.639 (3.536)] +2024-10-16 08:18:05,211 - Train: 21.39% [267600/1251000] [213.9/1000.0] [batch_t 0.462 (0.423)] [data_t 0.015] [optim_t 0.447] [lr 0.002677] [CE 4.669 (4.325)] [KD 3.567 (3.634)] +2024-10-16 08:18:25,654 - Train: 21.39% [267650/1251000] [213.9/1000.0] [batch_t 0.390 (0.409)] [data_t 0.015] [optim_t 0.375] [lr 0.002677] [CE 4.397 (4.247)] [KD 3.763 (3.527)] +2024-10-16 08:18:46,652 - Train: 21.40% [267700/1251000] [214.0/1000.0] [batch_t 0.409 (0.420)] [data_t 0.067] [optim_t 0.343] [lr 0.002677] [CE 4.329 (4.330)] [KD 3.546 (3.594)] +2024-10-16 08:19:13,568 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 37143] [top5_cnt 46240] [top_all 50000] +2024-10-16 08:19:13,568 - net: 74.286 (92.480) +2024-10-16 08:19:35,110 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 39672] [top5_cnt 47398] [top_all 50000] +2024-10-16 08:19:35,110 - net_E: 79.344 (94.796) +2024-10-16 08:19:35,291 - Max [top1: 74.942 (epoch: 209)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 08:19:35,292 - ==> Total time: 1 day, 8:37:43 Eta: 4 days, 23:50:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 08:19:54,974 - Train: 21.40% [267750/1251000] [214.0/1000.0] [batch_t 0.531 (0.508)] [data_t 0.015] [optim_t 0.515] [lr 0.002677] [CE 4.018 (4.307)] [KD 3.419 (3.603)] +2024-10-16 08:20:17,348 - Train: 21.41% [267800/1251000] [214.1/1000.0] [batch_t 0.485 (0.447)] [data_t 0.015] [optim_t 0.470] [lr 0.002677] [CE 4.277 (4.330)] [KD 3.361 (3.607)] +2024-10-16 08:20:37,940 - Train: 21.41% [267850/1251000] [214.1/1000.0] [batch_t 0.448 (0.412)] [data_t 0.015] [optim_t 0.433] [lr 0.002677] [CE 4.123 (4.280)] [KD 3.662 (3.534)] +2024-10-16 08:20:58,362 - Train: 21.41% [267900/1251000] [214.1/1000.0] [batch_t 0.577 (0.408)] [data_t 0.015] [optim_t 0.562] [lr 0.002676] [CE 4.345 (4.366)] [KD 3.701 (3.657)] +2024-10-16 08:21:18,506 - Train: 21.42% [267950/1251000] [214.2/1000.0] [batch_t 0.413 (0.403)] [data_t 0.016] [optim_t 0.397] [lr 0.002676] [CE 4.597 (4.324)] [KD 3.758 (3.627)] +2024-10-16 08:21:39,006 - Train: 21.42% [268000/1251000] [214.2/1000.0] [batch_t 0.436 (0.410)] [data_t 0.087] [optim_t 0.349] [lr 0.002676] [CE 4.037 (4.210)] [KD 3.491 (3.529)] +2024-10-16 08:22:00,169 - Train: 21.43% [268050/1251000] [214.3/1000.0] [batch_t 0.428 (0.423)] [data_t 0.082] [optim_t 0.346] [lr 0.002676] [CE 4.056 (4.285)] [KD 3.527 (3.556)] +2024-10-16 08:22:21,318 - Train: 21.43% [268100/1251000] [214.3/1000.0] [batch_t 0.411 (0.423)] [data_t 0.015] [optim_t 0.396] [lr 0.002676] [CE 4.640 (4.309)] [KD 3.677 (3.595)] +2024-10-16 08:22:41,825 - Train: 21.43% [268150/1251000] [214.3/1000.0] [batch_t 0.387 (0.410)] [data_t 0.045] [optim_t 0.342] [lr 0.002676] [CE 4.161 (4.305)] [KD 3.466 (3.653)] +2024-10-16 08:23:02,339 - Train: 21.44% [268200/1251000] [214.4/1000.0] [batch_t 0.395 (0.410)] [data_t 0.048] [optim_t 0.348] [lr 0.002676] [CE 4.542 (4.210)] [KD 3.772 (3.558)] +2024-10-16 08:23:22,873 - Train: 21.44% [268250/1251000] [214.4/1000.0] [batch_t 0.447 (0.411)] [data_t 0.102] [optim_t 0.345] [lr 0.002676] [CE 4.504 (4.276)] [KD 3.252 (3.534)] +2024-10-16 08:23:43,970 - Train: 21.45% [268300/1251000] [214.5/1000.0] [batch_t 0.463 (0.422)] [data_t 0.123] [optim_t 0.340] [lr 0.002675] [CE 4.536 (4.313)] [KD 3.667 (3.622)] +2024-10-16 08:24:05,303 - Train: 21.45% [268350/1251000] [214.5/1000.0] [batch_t 0.432 (0.427)] [data_t 0.090] [optim_t 0.342] [lr 0.002675] [CE 3.878 (4.262)] [KD 3.511 (3.624)] +2024-10-16 08:24:26,193 - Train: 21.45% [268400/1251000] [214.5/1000.0] [batch_t 0.387 (0.418)] [data_t 0.045] [optim_t 0.342] [lr 0.002675] [CE 4.066 (4.387)] [KD 3.620 (3.678)] +2024-10-16 08:24:47,118 - Train: 21.46% [268450/1251000] [214.6/1000.0] [batch_t 0.359 (0.418)] [data_t 0.015] [optim_t 0.344] [lr 0.002675] [CE 4.293 (4.300)] [KD 3.682 (3.628)] +2024-10-16 08:25:08,693 - Train: 21.46% [268500/1251000] [214.6/1000.0] [batch_t 0.425 (0.431)] [data_t 0.079] [optim_t 0.345] [lr 0.002675] [CE 4.475 (4.351)] [KD 3.567 (3.635)] +2024-10-16 08:25:29,585 - Train: 21.47% [268550/1251000] [214.7/1000.0] [batch_t 0.411 (0.418)] [data_t 0.063] [optim_t 0.348] [lr 0.002675] [CE 4.862 (4.290)] [KD 3.865 (3.582)] +2024-10-16 08:25:50,464 - Train: 21.47% [268600/1251000] [214.7/1000.0] [batch_t 0.384 (0.417)] [data_t 0.039] [optim_t 0.345] [lr 0.002675] [CE 4.310 (4.280)] [KD 3.528 (3.624)] +2024-10-16 08:26:11,935 - Train: 21.47% [268650/1251000] [214.7/1000.0] [batch_t 0.505 (0.429)] [data_t 0.015] [optim_t 0.489] [lr 0.002675] [CE 4.376 (4.318)] [KD 3.685 (3.603)] +2024-10-16 08:26:33,229 - Train: 21.48% [268700/1251000] [214.8/1000.0] [batch_t 0.433 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.002675] [CE 4.759 (4.280)] [KD 3.709 (3.505)] +2024-10-16 08:26:54,144 - Train: 21.48% [268750/1251000] [214.8/1000.0] [batch_t 0.408 (0.418)] [data_t 0.015] [optim_t 0.393] [lr 0.002674] [CE 4.120 (4.283)] [KD 3.322 (3.610)] +2024-10-16 08:27:14,980 - Train: 21.49% [268800/1251000] [214.9/1000.0] [batch_t 0.394 (0.417)] [data_t 0.015] [optim_t 0.379] [lr 0.002674] [CE 3.812 (4.255)] [KD 3.436 (3.612)] +2024-10-16 08:27:36,068 - Train: 21.49% [268850/1251000] [214.9/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.344] [lr 0.002674] [CE 4.466 (4.343)] [KD 3.709 (3.635)] +2024-10-16 08:27:56,771 - Train: 21.49% [268900/1251000] [214.9/1000.0] [batch_t 0.409 (0.414)] [data_t 0.016] [optim_t 0.393] [lr 0.002674] [CE 4.017 (4.316)] [KD 3.612 (3.612)] +2024-10-16 08:28:18,655 - Train: 21.50% [268950/1251000] [215.0/1000.0] [batch_t 0.446 (0.438)] [data_t 0.026] [optim_t 0.420] [lr 0.002674] [CE 4.190 (4.269)] [KD 3.841 (3.640)] +2024-10-16 08:28:45,096 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 37352] [top5_cnt 46234] [top_all 50000] +2024-10-16 08:28:45,097 - net: 74.704 (92.468) +2024-10-16 08:29:06,001 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 39684] [top5_cnt 47431] [top_all 50000] +2024-10-16 08:29:06,002 - net_E: 79.368 (94.862) +2024-10-16 08:29:06,160 - Max [top1: 74.942 (epoch: 209)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 08:29:06,161 - ==> Total time: 1 day, 8:47:14 Eta: 4 days, 23:42:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 08:29:25,076 - Train: 21.50% [269000/1251000] [215.0/1000.0] [batch_t 0.362 (0.490)] [data_t 0.015] [optim_t 0.346] [lr 0.002674] [CE 5.145 (4.271)] [KD 4.015 (3.578)] +2024-10-16 08:29:46,322 - Train: 21.51% [269050/1251000] [215.1/1000.0] [batch_t 0.469 (0.425)] [data_t 0.125] [optim_t 0.344] [lr 0.002674] [CE 4.391 (4.307)] [KD 3.710 (3.641)] +2024-10-16 08:30:07,941 - Train: 21.51% [269100/1251000] [215.1/1000.0] [batch_t 0.401 (0.432)] [data_t 0.059] [optim_t 0.342] [lr 0.002674] [CE 4.713 (4.293)] [KD 3.776 (3.584)] +2024-10-16 08:30:29,048 - Train: 21.51% [269150/1251000] [215.1/1000.0] [batch_t 0.435 (0.422)] [data_t 0.089] [optim_t 0.346] [lr 0.002674] [CE 4.176 (4.381)] [KD 3.254 (3.622)] +2024-10-16 08:30:50,039 - Train: 21.52% [269200/1251000] [215.2/1000.0] [batch_t 0.416 (0.420)] [data_t 0.074] [optim_t 0.342] [lr 0.002673] [CE 4.264 (4.276)] [KD 3.532 (3.549)] +2024-10-16 08:31:10,796 - Train: 21.52% [269250/1251000] [215.2/1000.0] [batch_t 0.479 (0.415)] [data_t 0.137] [optim_t 0.342] [lr 0.002673] [CE 4.130 (4.290)] [KD 3.451 (3.555)] +2024-10-16 08:31:31,622 - Train: 21.53% [269300/1251000] [215.3/1000.0] [batch_t 0.405 (0.416)] [data_t 0.058] [optim_t 0.346] [lr 0.002673] [CE 4.033 (4.256)] [KD 3.485 (3.537)] +2024-10-16 08:31:52,053 - Train: 21.53% [269350/1251000] [215.3/1000.0] [batch_t 0.362 (0.408)] [data_t 0.016] [optim_t 0.346] [lr 0.002673] [CE 4.627 (4.298)] [KD 3.696 (3.591)] +2024-10-16 08:32:12,905 - Train: 21.53% [269400/1251000] [215.3/1000.0] [batch_t 0.451 (0.417)] [data_t 0.102] [optim_t 0.349] [lr 0.002673] [CE 4.067 (4.424)] [KD 3.492 (3.618)] +2024-10-16 08:32:33,825 - Train: 21.54% [269450/1251000] [215.4/1000.0] [batch_t 0.473 (0.418)] [data_t 0.132] [optim_t 0.341] [lr 0.002673] [CE 4.170 (4.278)] [KD 3.438 (3.583)] +2024-10-16 08:32:54,958 - Train: 21.54% [269500/1251000] [215.4/1000.0] [batch_t 0.361 (0.423)] [data_t 0.016] [optim_t 0.346] [lr 0.002673] [CE 4.213 (4.279)] [KD 3.681 (3.615)] +2024-10-16 08:33:16,539 - Train: 21.55% [269550/1251000] [215.5/1000.0] [batch_t 0.455 (0.432)] [data_t 0.015] [optim_t 0.440] [lr 0.002673] [CE 4.527 (4.269)] [KD 3.755 (3.592)] +2024-10-16 08:33:38,363 - Train: 21.55% [269600/1251000] [215.5/1000.0] [batch_t 0.454 (0.436)] [data_t 0.015] [optim_t 0.438] [lr 0.002672] [CE 4.570 (4.269)] [KD 3.551 (3.614)] +2024-10-16 08:33:59,587 - Train: 21.55% [269650/1251000] [215.5/1000.0] [batch_t 0.426 (0.424)] [data_t 0.015] [optim_t 0.411] [lr 0.002672] [CE 4.029 (4.339)] [KD 3.586 (3.576)] +2024-10-16 08:34:21,267 - Train: 21.56% [269700/1251000] [215.6/1000.0] [batch_t 0.436 (0.433)] [data_t 0.016] [optim_t 0.420] [lr 0.002672] [CE 4.694 (4.369)] [KD 3.527 (3.628)] +2024-10-16 08:34:42,162 - Train: 21.56% [269750/1251000] [215.6/1000.0] [batch_t 0.381 (0.418)] [data_t 0.016] [optim_t 0.365] [lr 0.002672] [CE 4.357 (4.340)] [KD 3.595 (3.622)] +2024-10-16 08:35:02,566 - Train: 21.57% [269800/1251000] [215.7/1000.0] [batch_t 0.441 (0.408)] [data_t 0.016] [optim_t 0.426] [lr 0.002672] [CE 4.156 (4.291)] [KD 3.704 (3.601)] +2024-10-16 08:35:23,874 - Train: 21.57% [269850/1251000] [215.7/1000.0] [batch_t 0.460 (0.426)] [data_t 0.016] [optim_t 0.445] [lr 0.002672] [CE 4.304 (4.280)] [KD 3.725 (3.608)] +2024-10-16 08:35:45,220 - Train: 21.57% [269900/1251000] [215.7/1000.0] [batch_t 0.446 (0.427)] [data_t 0.015] [optim_t 0.430] [lr 0.002672] [CE 4.076 (4.344)] [KD 3.501 (3.623)] +2024-10-16 08:36:06,470 - Train: 21.58% [269950/1251000] [215.8/1000.0] [batch_t 0.420 (0.425)] [data_t 0.016] [optim_t 0.405] [lr 0.002672] [CE 4.363 (4.300)] [KD 3.779 (3.665)] +2024-10-16 08:36:28,097 - Train: 21.58% [270000/1251000] [215.8/1000.0] [batch_t 0.358 (0.432)] [data_t 0.016] [optim_t 0.342] [lr 0.002672] [CE 4.293 (4.309)] [KD 3.617 (3.540)] +2024-10-16 08:36:49,211 - Train: 21.59% [270050/1251000] [215.9/1000.0] [batch_t 0.440 (0.422)] [data_t 0.016] [optim_t 0.425] [lr 0.002671] [CE 4.159 (4.236)] [KD 3.589 (3.598)] +2024-10-16 08:37:10,548 - Train: 21.59% [270100/1251000] [215.9/1000.0] [batch_t 0.455 (0.427)] [data_t 0.015] [optim_t 0.440] [lr 0.002671] [CE 4.174 (4.323)] [KD 3.433 (3.590)] +2024-10-16 08:37:31,946 - Train: 21.59% [270150/1251000] [215.9/1000.0] [batch_t 0.390 (0.428)] [data_t 0.015] [optim_t 0.375] [lr 0.002671] [CE 4.515 (4.288)] [KD 3.749 (3.581)] +2024-10-16 08:37:53,374 - Train: 21.60% [270200/1251000] [216.0/1000.0] [batch_t 0.421 (0.428)] [data_t 0.015] [optim_t 0.405] [lr 0.002671] [CE 4.100 (4.326)] [KD 3.411 (3.629)] +2024-10-16 08:38:19,937 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 37195] [top5_cnt 46227] [top_all 50000] +2024-10-16 08:38:19,938 - net: 74.390 (92.454) +2024-10-16 08:38:41,540 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 39688] [top5_cnt 47433] [top_all 50000] +2024-10-16 08:38:41,541 - net_E: 79.376 (94.866) +2024-10-16 08:38:41,708 - Max [top1: 74.942 (epoch: 209)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 08:38:41,709 - ==> Total time: 1 day, 8:56:50 Eta: 4 days, 23:35:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 08:39:00,330 - Train: 21.60% [270250/1251000] [216.0/1000.0] [batch_t 0.370 (0.501)] [data_t 0.016] [optim_t 0.354] [lr 0.002671] [CE 4.162 (4.323)] [KD 3.693 (3.634)] +2024-10-16 08:39:22,472 - Train: 21.61% [270300/1251000] [216.1/1000.0] [batch_t 0.468 (0.443)] [data_t 0.015] [optim_t 0.452] [lr 0.002671] [CE 4.548 (4.324)] [KD 3.760 (3.583)] +2024-10-16 08:39:44,603 - Train: 21.61% [270350/1251000] [216.1/1000.0] [batch_t 0.504 (0.443)] [data_t 0.015] [optim_t 0.488] [lr 0.002671] [CE 4.329 (4.308)] [KD 3.532 (3.543)] +2024-10-16 08:40:05,543 - Train: 21.61% [270400/1251000] [216.1/1000.0] [batch_t 0.399 (0.419)] [data_t 0.015] [optim_t 0.384] [lr 0.002671] [CE 4.280 (4.212)] [KD 3.614 (3.511)] +2024-10-16 08:40:26,144 - Train: 21.62% [270450/1251000] [216.2/1000.0] [batch_t 0.425 (0.412)] [data_t 0.015] [optim_t 0.409] [lr 0.002670] [CE 4.478 (4.313)] [KD 3.640 (3.570)] +2024-10-16 08:40:46,648 - Train: 21.62% [270500/1251000] [216.2/1000.0] [batch_t 0.361 (0.410)] [data_t 0.015] [optim_t 0.345] [lr 0.002670] [CE 4.162 (4.278)] [KD 3.453 (3.536)] +2024-10-16 08:41:07,871 - Train: 21.63% [270550/1251000] [216.3/1000.0] [batch_t 0.384 (0.424)] [data_t 0.040] [optim_t 0.344] [lr 0.002670] [CE 4.465 (4.354)] [KD 3.914 (3.606)] +2024-10-16 08:41:28,586 - Train: 21.63% [270600/1251000] [216.3/1000.0] [batch_t 0.420 (0.414)] [data_t 0.076] [optim_t 0.344] [lr 0.002670] [CE 4.224 (4.292)] [KD 3.427 (3.594)] +2024-10-16 08:41:49,417 - Train: 21.63% [270650/1251000] [216.3/1000.0] [batch_t 0.401 (0.416)] [data_t 0.057] [optim_t 0.344] [lr 0.002670] [CE 4.887 (4.326)] [KD 3.792 (3.610)] +2024-10-16 08:42:10,424 - Train: 21.64% [270700/1251000] [216.4/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.002670] [CE 4.336 (4.287)] [KD 3.773 (3.524)] +2024-10-16 08:42:31,400 - Train: 21.64% [270750/1251000] [216.4/1000.0] [batch_t 0.487 (0.419)] [data_t 0.144] [optim_t 0.343] [lr 0.002670] [CE 4.110 (4.271)] [KD 3.722 (3.568)] +2024-10-16 08:42:52,147 - Train: 21.65% [270800/1251000] [216.5/1000.0] [batch_t 0.458 (0.415)] [data_t 0.111] [optim_t 0.347] [lr 0.002670] [CE 3.947 (4.273)] [KD 3.402 (3.611)] +2024-10-16 08:43:13,834 - Train: 21.65% [270850/1251000] [216.5/1000.0] [batch_t 0.421 (0.434)] [data_t 0.016] [optim_t 0.405] [lr 0.002670] [CE 4.572 (4.279)] [KD 3.736 (3.644)] +2024-10-16 08:43:35,428 - Train: 21.65% [270900/1251000] [216.5/1000.0] [batch_t 0.435 (0.432)] [data_t 0.016] [optim_t 0.419] [lr 0.002669] [CE 4.881 (4.295)] [KD 3.793 (3.606)] +2024-10-16 08:43:56,510 - Train: 21.66% [270950/1251000] [216.6/1000.0] [batch_t 0.417 (0.421)] [data_t 0.016] [optim_t 0.401] [lr 0.002669] [CE 4.244 (4.251)] [KD 3.628 (3.606)] +2024-10-16 08:44:17,325 - Train: 21.66% [271000/1251000] [216.6/1000.0] [batch_t 0.364 (0.416)] [data_t 0.016] [optim_t 0.349] [lr 0.002669] [CE 3.804 (4.313)] [KD 3.339 (3.636)] +2024-10-16 08:44:38,363 - Train: 21.67% [271050/1251000] [216.7/1000.0] [batch_t 0.497 (0.421)] [data_t 0.016] [optim_t 0.482] [lr 0.002669] [CE 4.020 (4.238)] [KD 3.509 (3.561)] +2024-10-16 08:44:59,903 - Train: 21.67% [271100/1251000] [216.7/1000.0] [batch_t 0.506 (0.431)] [data_t 0.016] [optim_t 0.490] [lr 0.002669] [CE 4.490 (4.271)] [KD 3.625 (3.611)] +2024-10-16 08:45:21,501 - Train: 21.67% [271150/1251000] [216.7/1000.0] [batch_t 0.435 (0.432)] [data_t 0.015] [optim_t 0.420] [lr 0.002669] [CE 4.388 (4.320)] [KD 3.601 (3.644)] +2024-10-16 08:45:42,830 - Train: 21.68% [271200/1251000] [216.8/1000.0] [batch_t 0.428 (0.426)] [data_t 0.015] [optim_t 0.412] [lr 0.002669] [CE 4.305 (4.331)] [KD 3.582 (3.605)] +2024-10-16 08:46:04,346 - Train: 21.68% [271250/1251000] [216.8/1000.0] [batch_t 0.459 (0.430)] [data_t 0.016] [optim_t 0.444] [lr 0.002669] [CE 4.472 (4.301)] [KD 3.731 (3.594)] +2024-10-16 08:46:26,051 - Train: 21.69% [271300/1251000] [216.9/1000.0] [batch_t 0.431 (0.434)] [data_t 0.016] [optim_t 0.416] [lr 0.002668] [CE 4.096 (4.352)] [KD 3.324 (3.643)] +2024-10-16 08:46:47,528 - Train: 21.69% [271350/1251000] [216.9/1000.0] [batch_t 0.407 (0.429)] [data_t 0.016] [optim_t 0.391] [lr 0.002668] [CE 4.263 (4.343)] [KD 3.520 (3.623)] +2024-10-16 08:47:09,202 - Train: 21.69% [271400/1251000] [216.9/1000.0] [batch_t 0.437 (0.433)] [data_t 0.015] [optim_t 0.421] [lr 0.002668] [CE 4.370 (4.327)] [KD 3.773 (3.605)] +2024-10-16 08:47:30,734 - Train: 21.70% [271450/1251000] [217.0/1000.0] [batch_t 0.442 (0.431)] [data_t 0.015] [optim_t 0.427] [lr 0.002668] [CE 4.062 (4.306)] [KD 3.489 (3.535)] +2024-10-16 08:47:58,659 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 37510] [top5_cnt 46338] [top_all 50000] +2024-10-16 08:47:58,659 - net: 75.020 (92.676) +2024-10-16 08:48:19,956 - Test (net_E): 100.00% [50/50] [batch_t 0.138 (0.420)] [top1_cnt 39687] [top5_cnt 47433] [top_all 50000] +2024-10-16 08:48:19,957 - net_E: 79.374 (94.866) +2024-10-16 08:48:20,154 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.428 (epoch: 195)] +2024-10-16 08:48:20,154 - ==> Total time: 1 day, 9:06:28 Eta: 4 days, 23:27:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 08:48:40,115 - Train: 21.70% [271500/1251000] [217.0/1000.0] [batch_t 0.359 (0.472)] [data_t 0.015] [optim_t 0.344] [lr 0.002668] [CE 4.713 (4.220)] [KD 3.674 (3.594)] +2024-10-16 08:49:01,878 - Train: 21.71% [271550/1251000] [217.1/1000.0] [batch_t 0.429 (0.435)] [data_t 0.015] [optim_t 0.413] [lr 0.002668] [CE 4.317 (4.241)] [KD 3.477 (3.527)] +2024-10-16 08:49:23,963 - Train: 21.71% [271600/1251000] [217.1/1000.0] [batch_t 0.428 (0.442)] [data_t 0.015] [optim_t 0.412] [lr 0.002668] [CE 4.281 (4.226)] [KD 3.428 (3.513)] +2024-10-16 08:49:46,007 - Train: 21.71% [271650/1251000] [217.1/1000.0] [batch_t 0.437 (0.441)] [data_t 0.015] [optim_t 0.422] [lr 0.002668] [CE 4.459 (4.306)] [KD 3.568 (3.541)] +2024-10-16 08:50:08,206 - Train: 21.72% [271700/1251000] [217.2/1000.0] [batch_t 0.465 (0.444)] [data_t 0.015] [optim_t 0.450] [lr 0.002668] [CE 3.719 (4.288)] [KD 3.437 (3.536)] +2024-10-16 08:50:30,616 - Train: 21.72% [271750/1251000] [217.2/1000.0] [batch_t 0.442 (0.448)] [data_t 0.015] [optim_t 0.427] [lr 0.002667] [CE 3.992 (4.258)] [KD 3.362 (3.549)] +2024-10-16 08:50:52,526 - Train: 21.73% [271800/1251000] [217.3/1000.0] [batch_t 0.457 (0.438)] [data_t 0.015] [optim_t 0.441] [lr 0.002667] [CE 4.272 (4.320)] [KD 3.446 (3.582)] +2024-10-16 08:51:14,676 - Train: 21.73% [271850/1251000] [217.3/1000.0] [batch_t 0.469 (0.443)] [data_t 0.015] [optim_t 0.453] [lr 0.002667] [CE 4.756 (4.375)] [KD 3.905 (3.606)] +2024-10-16 08:51:36,339 - Train: 21.73% [271900/1251000] [217.3/1000.0] [batch_t 0.403 (0.433)] [data_t 0.015] [optim_t 0.388] [lr 0.002667] [CE 4.424 (4.245)] [KD 3.635 (3.591)] +2024-10-16 08:51:58,300 - Train: 21.74% [271950/1251000] [217.4/1000.0] [batch_t 0.461 (0.439)] [data_t 0.015] [optim_t 0.446] [lr 0.002667] [CE 3.800 (4.269)] [KD 3.291 (3.584)] +2024-10-16 08:52:20,086 - Train: 21.74% [272000/1251000] [217.4/1000.0] [batch_t 0.419 (0.436)] [data_t 0.015] [optim_t 0.403] [lr 0.002667] [CE 4.754 (4.326)] [KD 3.827 (3.581)] +2024-10-16 08:52:42,092 - Train: 21.75% [272050/1251000] [217.5/1000.0] [batch_t 0.446 (0.440)] [data_t 0.015] [optim_t 0.431] [lr 0.002667] [CE 4.077 (4.288)] [KD 3.536 (3.589)] +2024-10-16 08:53:03,835 - Train: 21.75% [272100/1251000] [217.5/1000.0] [batch_t 0.403 (0.435)] [data_t 0.015] [optim_t 0.388] [lr 0.002667] [CE 4.814 (4.296)] [KD 3.746 (3.575)] +2024-10-16 08:53:25,376 - Train: 21.75% [272150/1251000] [217.5/1000.0] [batch_t 0.449 (0.431)] [data_t 0.015] [optim_t 0.434] [lr 0.002666] [CE 4.256 (4.322)] [KD 3.272 (3.582)] +2024-10-16 08:53:45,948 - Train: 21.76% [272200/1251000] [217.6/1000.0] [batch_t 0.364 (0.411)] [data_t 0.015] [optim_t 0.348] [lr 0.002666] [CE 4.224 (4.240)] [KD 3.742 (3.536)] +2024-10-16 08:54:07,077 - Train: 21.76% [272250/1251000] [217.6/1000.0] [batch_t 0.439 (0.422)] [data_t 0.015] [optim_t 0.424] [lr 0.002666] [CE 4.384 (4.342)] [KD 3.707 (3.622)] +2024-10-16 08:54:28,784 - Train: 21.77% [272300/1251000] [217.7/1000.0] [batch_t 0.435 (0.434)] [data_t 0.016] [optim_t 0.419] [lr 0.002666] [CE 4.246 (4.261)] [KD 3.492 (3.552)] +2024-10-16 08:54:50,567 - Train: 21.77% [272350/1251000] [217.7/1000.0] [batch_t 0.483 (0.436)] [data_t 0.015] [optim_t 0.467] [lr 0.002666] [CE 4.282 (4.290)] [KD 3.397 (3.610)] +2024-10-16 08:55:12,546 - Train: 21.77% [272400/1251000] [217.7/1000.0] [batch_t 0.523 (0.439)] [data_t 0.015] [optim_t 0.508] [lr 0.002666] [CE 4.110 (4.288)] [KD 3.639 (3.589)] +2024-10-16 08:55:34,459 - Train: 21.78% [272450/1251000] [217.8/1000.0] [batch_t 0.417 (0.438)] [data_t 0.015] [optim_t 0.402] [lr 0.002666] [CE 4.653 (4.306)] [KD 3.709 (3.608)] +2024-10-16 08:55:56,315 - Train: 21.78% [272500/1251000] [217.8/1000.0] [batch_t 0.378 (0.437)] [data_t 0.015] [optim_t 0.363] [lr 0.002666] [CE 4.719 (4.302)] [KD 3.824 (3.571)] +2024-10-16 08:56:18,291 - Train: 21.79% [272550/1251000] [217.9/1000.0] [batch_t 0.377 (0.439)] [data_t 0.015] [optim_t 0.362] [lr 0.002666] [CE 4.121 (4.235)] [KD 3.332 (3.583)] +2024-10-16 08:56:40,048 - Train: 21.79% [272600/1251000] [217.9/1000.0] [batch_t 0.498 (0.435)] [data_t 0.015] [optim_t 0.482] [lr 0.002665] [CE 3.933 (4.285)] [KD 3.530 (3.554)] +2024-10-16 08:57:01,739 - Train: 21.79% [272650/1251000] [217.9/1000.0] [batch_t 0.420 (0.434)] [data_t 0.015] [optim_t 0.404] [lr 0.002665] [CE 4.617 (4.284)] [KD 3.585 (3.522)] +2024-10-16 08:57:22,982 - Train: 21.80% [272700/1251000] [218.0/1000.0] [batch_t 0.413 (0.425)] [data_t 0.015] [optim_t 0.398] [lr 0.002665] [CE 4.905 (4.343)] [KD 3.769 (3.628)] +2024-10-16 08:57:51,181 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 37218] [top5_cnt 46219] [top_all 50000] +2024-10-16 08:57:51,181 - net: 74.436 (92.438) +2024-10-16 08:58:12,114 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 39726] [top5_cnt 47444] [top_all 50000] +2024-10-16 08:58:12,115 - net_E: 79.452 (94.888) +2024-10-16 08:58:12,308 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.452 (epoch: 218)] +2024-10-16 08:58:12,308 - ==> Total time: 1 day, 9:16:20 Eta: 4 days, 23:21:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 08:58:31,332 - Train: 21.80% [272750/1251000] [218.0/1000.0] [batch_t 0.362 (0.464)] [data_t 0.015] [optim_t 0.346] [lr 0.002665] [CE 4.363 (4.308)] [KD 3.408 (3.566)] +2024-10-16 08:58:52,513 - Train: 21.81% [272800/1251000] [218.1/1000.0] [batch_t 0.559 (0.423)] [data_t 0.015] [optim_t 0.543] [lr 0.002665] [CE 4.350 (4.298)] [KD 3.510 (3.568)] +2024-10-16 08:59:14,297 - Train: 21.81% [272850/1251000] [218.1/1000.0] [batch_t 0.415 (0.436)] [data_t 0.015] [optim_t 0.400] [lr 0.002665] [CE 4.206 (4.357)] [KD 3.540 (3.568)] +2024-10-16 08:59:36,291 - Train: 21.81% [272900/1251000] [218.1/1000.0] [batch_t 0.417 (0.440)] [data_t 0.015] [optim_t 0.402] [lr 0.002665] [CE 4.676 (4.267)] [KD 3.703 (3.568)] +2024-10-16 08:59:57,410 - Train: 21.82% [272950/1251000] [218.2/1000.0] [batch_t 0.419 (0.422)] [data_t 0.015] [optim_t 0.403] [lr 0.002665] [CE 4.449 (4.247)] [KD 3.762 (3.560)] +2024-10-16 09:00:18,955 - Train: 21.82% [273000/1251000] [218.2/1000.0] [batch_t 0.479 (0.431)] [data_t 0.015] [optim_t 0.463] [lr 0.002664] [CE 4.482 (4.270)] [KD 3.751 (3.543)] +2024-10-16 09:00:40,491 - Train: 21.83% [273050/1251000] [218.3/1000.0] [batch_t 0.446 (0.431)] [data_t 0.015] [optim_t 0.431] [lr 0.002664] [CE 3.925 (4.312)] [KD 3.666 (3.611)] +2024-10-16 09:01:02,053 - Train: 21.83% [273100/1251000] [218.3/1000.0] [batch_t 0.427 (0.431)] [data_t 0.016] [optim_t 0.411] [lr 0.002664] [CE 4.748 (4.346)] [KD 3.781 (3.637)] +2024-10-16 09:01:22,752 - Train: 21.83% [273150/1251000] [218.3/1000.0] [batch_t 0.437 (0.414)] [data_t 0.016] [optim_t 0.421] [lr 0.002664] [CE 4.153 (4.236)] [KD 3.564 (3.583)] +2024-10-16 09:01:43,632 - Train: 21.84% [273200/1251000] [218.4/1000.0] [batch_t 0.368 (0.417)] [data_t 0.015] [optim_t 0.352] [lr 0.002664] [CE 4.054 (4.287)] [KD 3.587 (3.597)] +2024-10-16 09:02:04,912 - Train: 21.84% [273250/1251000] [218.4/1000.0] [batch_t 0.488 (0.426)] [data_t 0.015] [optim_t 0.472] [lr 0.002664] [CE 4.316 (4.320)] [KD 3.436 (3.600)] +2024-10-16 09:02:25,980 - Train: 21.85% [273300/1251000] [218.5/1000.0] [batch_t 0.386 (0.421)] [data_t 0.015] [optim_t 0.371] [lr 0.002664] [CE 4.354 (4.305)] [KD 3.612 (3.528)] +2024-10-16 09:02:46,981 - Train: 21.85% [273350/1251000] [218.5/1000.0] [batch_t 0.433 (0.420)] [data_t 0.015] [optim_t 0.418] [lr 0.002664] [CE 4.226 (4.244)] [KD 3.594 (3.555)] +2024-10-16 09:03:08,616 - Train: 21.85% [273400/1251000] [218.5/1000.0] [batch_t 0.794 (0.433)] [data_t 0.015] [optim_t 0.779] [lr 0.002664] [CE 4.266 (4.255)] [KD 3.346 (3.541)] +2024-10-16 09:03:29,609 - Train: 21.86% [273450/1251000] [218.6/1000.0] [batch_t 0.446 (0.420)] [data_t 0.015] [optim_t 0.430] [lr 0.002663] [CE 4.487 (4.343)] [KD 3.427 (3.597)] +2024-10-16 09:03:50,546 - Train: 21.86% [273500/1251000] [218.6/1000.0] [batch_t 0.413 (0.419)] [data_t 0.015] [optim_t 0.398] [lr 0.002663] [CE 3.930 (4.255)] [KD 3.350 (3.546)] +2024-10-16 09:04:11,578 - Train: 21.87% [273550/1251000] [218.7/1000.0] [batch_t 0.424 (0.421)] [data_t 0.015] [optim_t 0.409] [lr 0.002663] [CE 4.198 (4.293)] [KD 3.340 (3.587)] +2024-10-16 09:04:32,564 - Train: 21.87% [273600/1251000] [218.7/1000.0] [batch_t 0.371 (0.420)] [data_t 0.015] [optim_t 0.355] [lr 0.002663] [CE 3.887 (4.238)] [KD 3.141 (3.548)] +2024-10-16 09:04:54,208 - Train: 21.87% [273650/1251000] [218.7/1000.0] [batch_t 0.452 (0.433)] [data_t 0.015] [optim_t 0.436] [lr 0.002663] [CE 3.974 (4.293)] [KD 3.417 (3.566)] +2024-10-16 09:05:15,294 - Train: 21.88% [273700/1251000] [218.8/1000.0] [batch_t 0.413 (0.422)] [data_t 0.016] [optim_t 0.398] [lr 0.002663] [CE 4.282 (4.295)] [KD 3.679 (3.579)] +2024-10-16 09:05:36,223 - Train: 21.88% [273750/1251000] [218.8/1000.0] [batch_t 0.365 (0.418)] [data_t 0.015] [optim_t 0.349] [lr 0.002663] [CE 4.250 (4.307)] [KD 3.402 (3.594)] +2024-10-16 09:05:57,828 - Train: 21.89% [273800/1251000] [218.9/1000.0] [batch_t 0.408 (0.432)] [data_t 0.015] [optim_t 0.393] [lr 0.002663] [CE 4.467 (4.329)] [KD 3.524 (3.632)] +2024-10-16 09:06:19,162 - Train: 21.89% [273850/1251000] [218.9/1000.0] [batch_t 0.373 (0.427)] [data_t 0.015] [optim_t 0.357] [lr 0.002662] [CE 4.138 (4.287)] [KD 3.488 (3.590)] +2024-10-16 09:06:40,402 - Train: 21.89% [273900/1251000] [218.9/1000.0] [batch_t 0.411 (0.425)] [data_t 0.016] [optim_t 0.395] [lr 0.002662] [CE 4.001 (4.300)] [KD 3.418 (3.601)] +2024-10-16 09:07:01,244 - Train: 21.90% [273950/1251000] [219.0/1000.0] [batch_t 0.384 (0.417)] [data_t 0.015] [optim_t 0.369] [lr 0.002662] [CE 4.350 (4.284)] [KD 3.797 (3.627)] +2024-10-16 09:07:30,274 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.431)] [top1_cnt 37336] [top5_cnt 46287] [top_all 50000] +2024-10-16 09:07:30,274 - net: 74.672 (92.574) +2024-10-16 09:07:51,411 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 39720] [top5_cnt 47456] [top_all 50000] +2024-10-16 09:07:51,412 - net_E: 79.440 (94.912) +2024-10-16 09:07:51,549 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.452 (epoch: 218)] +2024-10-16 09:07:51,549 - ==> Total time: 1 day, 9:26:00 Eta: 4 days, 23:13:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 09:08:09,739 - Train: 21.90% [274000/1251000] [219.0/1000.0] [batch_t 0.362 (0.545)] [data_t 0.015] [optim_t 0.347] [lr 0.002662] [CE 4.471 (4.307)] [KD 3.595 (3.514)] +2024-10-16 09:08:29,066 - Train: 21.91% [274050/1251000] [219.1/1000.0] [batch_t 0.409 (0.386)] [data_t 0.015] [optim_t 0.393] [lr 0.002662] [CE 3.543 (4.287)] [KD 2.872 (3.503)] +2024-10-16 09:08:50,019 - Train: 21.91% [274100/1251000] [219.1/1000.0] [batch_t 0.360 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.002662] [CE 4.389 (4.340)] [KD 3.591 (3.579)] +2024-10-16 09:09:11,008 - Train: 21.91% [274150/1251000] [219.1/1000.0] [batch_t 0.422 (0.420)] [data_t 0.016] [optim_t 0.406] [lr 0.002662] [CE 4.159 (4.191)] [KD 3.431 (3.475)] +2024-10-16 09:09:33,329 - Train: 21.92% [274200/1251000] [219.2/1000.0] [batch_t 0.469 (0.446)] [data_t 0.015] [optim_t 0.453] [lr 0.002662] [CE 4.186 (4.271)] [KD 3.538 (3.572)] +2024-10-16 09:09:55,592 - Train: 21.92% [274250/1251000] [219.2/1000.0] [batch_t 0.436 (0.445)] [data_t 0.015] [optim_t 0.421] [lr 0.002662] [CE 4.692 (4.252)] [KD 3.631 (3.555)] +2024-10-16 09:10:17,679 - Train: 21.93% [274300/1251000] [219.3/1000.0] [batch_t 0.432 (0.442)] [data_t 0.015] [optim_t 0.417] [lr 0.002661] [CE 4.051 (4.318)] [KD 3.678 (3.582)] +2024-10-16 09:10:39,293 - Train: 21.93% [274350/1251000] [219.3/1000.0] [batch_t 0.377 (0.432)] [data_t 0.015] [optim_t 0.362] [lr 0.002661] [CE 4.211 (4.306)] [KD 3.630 (3.592)] +2024-10-16 09:10:59,735 - Train: 21.93% [274400/1251000] [219.3/1000.0] [batch_t 0.361 (0.409)] [data_t 0.015] [optim_t 0.345] [lr 0.002661] [CE 4.137 (4.290)] [KD 3.689 (3.615)] +2024-10-16 09:11:20,311 - Train: 21.94% [274450/1251000] [219.4/1000.0] [batch_t 0.396 (0.411)] [data_t 0.016] [optim_t 0.381] [lr 0.002661] [CE 4.309 (4.280)] [KD 3.734 (3.593)] +2024-10-16 09:11:41,325 - Train: 21.94% [274500/1251000] [219.4/1000.0] [batch_t 0.470 (0.420)] [data_t 0.015] [optim_t 0.455] [lr 0.002661] [CE 4.457 (4.279)] [KD 3.659 (3.610)] +2024-10-16 09:12:02,705 - Train: 21.95% [274550/1251000] [219.5/1000.0] [batch_t 0.422 (0.427)] [data_t 0.015] [optim_t 0.407] [lr 0.002661] [CE 4.328 (4.337)] [KD 3.689 (3.677)] +2024-10-16 09:12:24,309 - Train: 21.95% [274600/1251000] [219.5/1000.0] [batch_t 0.434 (0.432)] [data_t 0.015] [optim_t 0.419] [lr 0.002661] [CE 4.363 (4.250)] [KD 3.638 (3.583)] +2024-10-16 09:12:44,794 - Train: 21.95% [274650/1251000] [219.5/1000.0] [batch_t 0.404 (0.410)] [data_t 0.015] [optim_t 0.389] [lr 0.002661] [CE 4.834 (4.345)] [KD 3.882 (3.584)] +2024-10-16 09:13:05,972 - Train: 21.96% [274700/1251000] [219.6/1000.0] [batch_t 0.445 (0.423)] [data_t 0.015] [optim_t 0.430] [lr 0.002660] [CE 4.565 (4.314)] [KD 3.861 (3.601)] +2024-10-16 09:13:26,492 - Train: 21.96% [274750/1251000] [219.6/1000.0] [batch_t 0.383 (0.410)] [data_t 0.015] [optim_t 0.367] [lr 0.002660] [CE 4.547 (4.332)] [KD 3.596 (3.573)] +2024-10-16 09:13:47,285 - Train: 21.97% [274800/1251000] [219.7/1000.0] [batch_t 0.415 (0.416)] [data_t 0.015] [optim_t 0.400] [lr 0.002660] [CE 3.969 (4.275)] [KD 3.585 (3.543)] +2024-10-16 09:14:08,010 - Train: 21.97% [274850/1251000] [219.7/1000.0] [batch_t 0.395 (0.414)] [data_t 0.015] [optim_t 0.380] [lr 0.002660] [CE 4.642 (4.261)] [KD 3.607 (3.584)] +2024-10-16 09:14:29,143 - Train: 21.97% [274900/1251000] [219.7/1000.0] [batch_t 0.378 (0.423)] [data_t 0.015] [optim_t 0.362] [lr 0.002660] [CE 4.181 (4.340)] [KD 3.555 (3.617)] +2024-10-16 09:14:50,075 - Train: 21.98% [274950/1251000] [219.8/1000.0] [batch_t 0.522 (0.419)] [data_t 0.015] [optim_t 0.506] [lr 0.002660] [CE 4.545 (4.236)] [KD 3.836 (3.562)] +2024-10-16 09:15:10,993 - Train: 21.98% [275000/1251000] [219.8/1000.0] [batch_t 0.385 (0.418)] [data_t 0.015] [optim_t 0.370] [lr 0.002660] [CE 4.111 (4.326)] [KD 3.273 (3.569)] +2024-10-16 09:15:31,986 - Train: 21.99% [275050/1251000] [219.9/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002660] [CE 4.253 (4.287)] [KD 3.484 (3.570)] +2024-10-16 09:15:53,157 - Train: 21.99% [275100/1251000] [219.9/1000.0] [batch_t 0.492 (0.423)] [data_t 0.015] [optim_t 0.477] [lr 0.002659] [CE 4.735 (4.284)] [KD 3.784 (3.540)] +2024-10-16 09:16:14,244 - Train: 21.99% [275150/1251000] [219.9/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.002659] [CE 4.807 (4.354)] [KD 3.882 (3.618)] +2024-10-16 09:16:34,424 - Train: 22.00% [275200/1251000] [220.0/1000.0] [batch_t 0.410 (0.404)] [data_t 0.015] [optim_t 0.394] [lr 0.002659] [CE 4.597 (4.330)] [KD 3.715 (3.580)] +2024-10-16 09:17:03,309 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 37178] [top5_cnt 46191] [top_all 50000] +2024-10-16 09:17:03,309 - net: 74.356 (92.382) +2024-10-16 09:17:23,815 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.404)] [top1_cnt 39724] [top5_cnt 47449] [top_all 50000] +2024-10-16 09:17:23,816 - net_E: 79.448 (94.898) +2024-10-16 09:17:24,003 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.452 (epoch: 218)] +2024-10-16 09:17:24,003 - ==> Total time: 1 day, 9:35:32 Eta: 4 days, 23:06:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 09:17:41,463 - Train: 22.00% [275250/1251000] [220.0/1000.0] [batch_t 0.358 (0.538)] [data_t 0.016] [optim_t 0.343] [lr 0.002659] [CE 4.527 (4.317)] [KD 3.494 (3.540)] +2024-10-16 09:18:00,861 - Train: 22.01% [275300/1251000] [220.1/1000.0] [batch_t 0.389 (0.388)] [data_t 0.016] [optim_t 0.374] [lr 0.002659] [CE 3.966 (4.323)] [KD 3.360 (3.618)] +2024-10-16 09:18:21,111 - Train: 22.01% [275350/1251000] [220.1/1000.0] [batch_t 0.423 (0.405)] [data_t 0.015] [optim_t 0.408] [lr 0.002659] [CE 4.413 (4.265)] [KD 3.427 (3.556)] +2024-10-16 09:18:41,989 - Train: 22.01% [275400/1251000] [220.1/1000.0] [batch_t 0.382 (0.417)] [data_t 0.015] [optim_t 0.367] [lr 0.002659] [CE 4.235 (4.295)] [KD 3.514 (3.577)] +2024-10-16 09:19:02,986 - Train: 22.02% [275450/1251000] [220.2/1000.0] [batch_t 0.428 (0.420)] [data_t 0.015] [optim_t 0.412] [lr 0.002659] [CE 4.336 (4.295)] [KD 3.479 (3.585)] +2024-10-16 09:19:23,600 - Train: 22.02% [275500/1251000] [220.2/1000.0] [batch_t 0.431 (0.412)] [data_t 0.016] [optim_t 0.415] [lr 0.002659] [CE 3.816 (4.304)] [KD 3.480 (3.579)] +2024-10-16 09:19:44,639 - Train: 22.03% [275550/1251000] [220.3/1000.0] [batch_t 0.381 (0.421)] [data_t 0.015] [optim_t 0.365] [lr 0.002658] [CE 4.492 (4.319)] [KD 3.749 (3.590)] +2024-10-16 09:20:05,702 - Train: 22.03% [275600/1251000] [220.3/1000.0] [batch_t 0.398 (0.421)] [data_t 0.015] [optim_t 0.383] [lr 0.002658] [CE 4.127 (4.272)] [KD 3.486 (3.538)] +2024-10-16 09:20:27,330 - Train: 22.03% [275650/1251000] [220.3/1000.0] [batch_t 0.365 (0.432)] [data_t 0.015] [optim_t 0.350] [lr 0.002658] [CE 4.145 (4.285)] [KD 3.468 (3.631)] +2024-10-16 09:20:48,297 - Train: 22.04% [275700/1251000] [220.4/1000.0] [batch_t 0.358 (0.419)] [data_t 0.016] [optim_t 0.342] [lr 0.002658] [CE 4.869 (4.299)] [KD 4.093 (3.667)] +2024-10-16 09:21:08,761 - Train: 22.04% [275750/1251000] [220.4/1000.0] [batch_t 0.382 (0.409)] [data_t 0.016] [optim_t 0.366] [lr 0.002658] [CE 4.079 (4.314)] [KD 3.774 (3.651)] +2024-10-16 09:21:29,462 - Train: 22.05% [275800/1251000] [220.5/1000.0] [batch_t 0.437 (0.414)] [data_t 0.016] [optim_t 0.422] [lr 0.002658] [CE 4.029 (4.269)] [KD 3.375 (3.603)] +2024-10-16 09:21:50,449 - Train: 22.05% [275850/1251000] [220.5/1000.0] [batch_t 0.403 (0.420)] [data_t 0.015] [optim_t 0.387] [lr 0.002658] [CE 4.484 (4.263)] [KD 3.714 (3.596)] +2024-10-16 09:22:11,568 - Train: 22.05% [275900/1251000] [220.5/1000.0] [batch_t 0.383 (0.422)] [data_t 0.015] [optim_t 0.368] [lr 0.002658] [CE 4.214 (4.336)] [KD 3.361 (3.620)] +2024-10-16 09:22:32,254 - Train: 22.06% [275950/1251000] [220.6/1000.0] [batch_t 0.451 (0.414)] [data_t 0.015] [optim_t 0.435] [lr 0.002657] [CE 4.599 (4.234)] [KD 3.715 (3.562)] +2024-10-16 09:22:53,428 - Train: 22.06% [276000/1251000] [220.6/1000.0] [batch_t 0.458 (0.423)] [data_t 0.015] [optim_t 0.443] [lr 0.002657] [CE 4.642 (4.322)] [KD 3.827 (3.627)] +2024-10-16 09:23:14,551 - Train: 22.07% [276050/1251000] [220.7/1000.0] [batch_t 0.359 (0.422)] [data_t 0.015] [optim_t 0.344] [lr 0.002657] [CE 4.036 (4.214)] [KD 3.650 (3.518)] +2024-10-16 09:23:35,384 - Train: 22.07% [276100/1251000] [220.7/1000.0] [batch_t 0.374 (0.417)] [data_t 0.016] [optim_t 0.358] [lr 0.002657] [CE 4.515 (4.266)] [KD 3.721 (3.507)] +2024-10-16 09:23:56,206 - Train: 22.07% [276150/1251000] [220.7/1000.0] [batch_t 0.436 (0.416)] [data_t 0.015] [optim_t 0.421] [lr 0.002657] [CE 4.812 (4.324)] [KD 3.788 (3.600)] +2024-10-16 09:24:16,948 - Train: 22.08% [276200/1251000] [220.8/1000.0] [batch_t 0.459 (0.415)] [data_t 0.015] [optim_t 0.444] [lr 0.002657] [CE 4.182 (4.310)] [KD 3.374 (3.605)] +2024-10-16 09:24:38,200 - Train: 22.08% [276250/1251000] [220.8/1000.0] [batch_t 0.407 (0.425)] [data_t 0.066] [optim_t 0.341] [lr 0.002657] [CE 4.386 (4.269)] [KD 3.762 (3.550)] +2024-10-16 09:24:59,323 - Train: 22.09% [276300/1251000] [220.9/1000.0] [batch_t 0.376 (0.422)] [data_t 0.032] [optim_t 0.344] [lr 0.002657] [CE 4.262 (4.276)] [KD 3.558 (3.612)] +2024-10-16 09:25:20,143 - Train: 22.09% [276350/1251000] [220.9/1000.0] [batch_t 0.471 (0.416)] [data_t 0.128] [optim_t 0.342] [lr 0.002657] [CE 4.535 (4.318)] [KD 3.761 (3.587)] +2024-10-16 09:25:41,140 - Train: 22.09% [276400/1251000] [220.9/1000.0] [batch_t 0.391 (0.420)] [data_t 0.049] [optim_t 0.342] [lr 0.002656] [CE 4.260 (4.337)] [KD 3.637 (3.565)] +2024-10-16 09:26:02,248 - Train: 22.10% [276450/1251000] [221.0/1000.0] [batch_t 0.453 (0.422)] [data_t 0.112] [optim_t 0.342] [lr 0.002656] [CE 4.661 (4.333)] [KD 3.736 (3.603)] +2024-10-16 09:26:32,954 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.448)] [top1_cnt 37385] [top5_cnt 46406] [top_all 50000] +2024-10-16 09:26:32,954 - net: 74.770 (92.812) +2024-10-16 09:26:54,769 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 39719] [top5_cnt 47451] [top_all 50000] +2024-10-16 09:26:54,769 - net_E: 79.438 (94.902) +2024-10-16 09:26:54,938 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.452 (epoch: 218)] +2024-10-16 09:26:54,939 - ==> Total time: 1 day, 9:45:03 Eta: 4 days, 22:58:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 09:27:11,934 - Train: 22.10% [276500/1251000] [221.0/1000.0] [batch_t 0.361 (0.538)] [data_t 0.015] [optim_t 0.346] [lr 0.002656] [CE 4.430 (4.300)] [KD 3.604 (3.450)] +2024-10-16 09:27:33,655 - Train: 22.11% [276550/1251000] [221.1/1000.0] [batch_t 0.423 (0.434)] [data_t 0.015] [optim_t 0.407] [lr 0.002656] [CE 4.842 (4.267)] [KD 3.887 (3.491)] +2024-10-16 09:27:55,462 - Train: 22.11% [276600/1251000] [221.1/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.346] [lr 0.002656] [CE 4.445 (4.263)] [KD 3.436 (3.551)] +2024-10-16 09:28:16,620 - Train: 22.11% [276650/1251000] [221.1/1000.0] [batch_t 0.426 (0.423)] [data_t 0.015] [optim_t 0.411] [lr 0.002656] [CE 4.451 (4.310)] [KD 3.623 (3.543)] +2024-10-16 09:28:37,634 - Train: 22.12% [276700/1251000] [221.2/1000.0] [batch_t 0.459 (0.420)] [data_t 0.015] [optim_t 0.443] [lr 0.002656] [CE 4.334 (4.277)] [KD 3.419 (3.554)] +2024-10-16 09:28:58,309 - Train: 22.12% [276750/1251000] [221.2/1000.0] [batch_t 0.381 (0.413)] [data_t 0.015] [optim_t 0.365] [lr 0.002656] [CE 3.845 (4.227)] [KD 3.380 (3.519)] +2024-10-16 09:29:19,772 - Train: 22.13% [276800/1251000] [221.3/1000.0] [batch_t 0.493 (0.429)] [data_t 0.015] [optim_t 0.477] [lr 0.002655] [CE 4.338 (4.288)] [KD 3.556 (3.591)] +2024-10-16 09:29:40,599 - Train: 22.13% [276850/1251000] [221.3/1000.0] [batch_t 0.360 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.002655] [CE 4.705 (4.278)] [KD 3.831 (3.575)] +2024-10-16 09:30:01,761 - Train: 22.13% [276900/1251000] [221.3/1000.0] [batch_t 0.372 (0.423)] [data_t 0.015] [optim_t 0.356] [lr 0.002655] [CE 4.042 (4.201)] [KD 3.331 (3.573)] +2024-10-16 09:30:23,010 - Train: 22.14% [276950/1251000] [221.4/1000.0] [batch_t 0.370 (0.425)] [data_t 0.015] [optim_t 0.355] [lr 0.002655] [CE 4.589 (4.320)] [KD 3.713 (3.605)] +2024-10-16 09:30:44,343 - Train: 22.14% [277000/1251000] [221.4/1000.0] [batch_t 0.494 (0.427)] [data_t 0.015] [optim_t 0.479] [lr 0.002655] [CE 3.616 (4.266)] [KD 3.157 (3.548)] +2024-10-16 09:31:05,484 - Train: 22.15% [277050/1251000] [221.5/1000.0] [batch_t 0.465 (0.423)] [data_t 0.015] [optim_t 0.450] [lr 0.002655] [CE 4.317 (4.248)] [KD 3.424 (3.544)] +2024-10-16 09:31:26,621 - Train: 22.15% [277100/1251000] [221.5/1000.0] [batch_t 0.369 (0.423)] [data_t 0.015] [optim_t 0.354] [lr 0.002655] [CE 4.411 (4.249)] [KD 3.674 (3.525)] +2024-10-16 09:31:47,560 - Train: 22.15% [277150/1251000] [221.5/1000.0] [batch_t 0.392 (0.419)] [data_t 0.015] [optim_t 0.377] [lr 0.002655] [CE 4.346 (4.270)] [KD 3.803 (3.604)] +2024-10-16 09:32:08,561 - Train: 22.16% [277200/1251000] [221.6/1000.0] [batch_t 0.457 (0.420)] [data_t 0.015] [optim_t 0.442] [lr 0.002654] [CE 4.389 (4.245)] [KD 3.671 (3.526)] +2024-10-16 09:32:30,050 - Train: 22.16% [277250/1251000] [221.6/1000.0] [batch_t 0.444 (0.430)] [data_t 0.015] [optim_t 0.428] [lr 0.002654] [CE 4.715 (4.292)] [KD 3.550 (3.548)] +2024-10-16 09:32:51,089 - Train: 22.17% [277300/1251000] [221.7/1000.0] [batch_t 0.417 (0.421)] [data_t 0.015] [optim_t 0.402] [lr 0.002654] [CE 4.323 (4.273)] [KD 3.480 (3.588)] +2024-10-16 09:33:12,074 - Train: 22.17% [277350/1251000] [221.7/1000.0] [batch_t 0.447 (0.420)] [data_t 0.015] [optim_t 0.431] [lr 0.002654] [CE 4.050 (4.266)] [KD 3.361 (3.530)] +2024-10-16 09:33:33,453 - Train: 22.17% [277400/1251000] [221.7/1000.0] [batch_t 0.443 (0.427)] [data_t 0.016] [optim_t 0.428] [lr 0.002654] [CE 4.387 (4.276)] [KD 3.587 (3.589)] +2024-10-16 09:33:54,660 - Train: 22.18% [277450/1251000] [221.8/1000.0] [batch_t 0.463 (0.424)] [data_t 0.015] [optim_t 0.447] [lr 0.002654] [CE 3.929 (4.336)] [KD 3.313 (3.639)] +2024-10-16 09:34:15,816 - Train: 22.18% [277500/1251000] [221.8/1000.0] [batch_t 0.449 (0.423)] [data_t 0.016] [optim_t 0.433] [lr 0.002654] [CE 3.788 (4.341)] [KD 3.470 (3.689)] +2024-10-16 09:34:37,270 - Train: 22.19% [277550/1251000] [221.9/1000.0] [batch_t 0.521 (0.429)] [data_t 0.015] [optim_t 0.506] [lr 0.002654] [CE 4.540 (4.272)] [KD 3.785 (3.569)] +2024-10-16 09:34:58,342 - Train: 22.19% [277600/1251000] [221.9/1000.0] [batch_t 0.457 (0.421)] [data_t 0.016] [optim_t 0.442] [lr 0.002654] [CE 4.220 (4.253)] [KD 3.807 (3.576)] +2024-10-16 09:35:19,846 - Train: 22.19% [277650/1251000] [221.9/1000.0] [batch_t 0.495 (0.430)] [data_t 0.015] [optim_t 0.479] [lr 0.002653] [CE 3.953 (4.327)] [KD 3.292 (3.585)] +2024-10-16 09:35:40,842 - Train: 22.20% [277700/1251000] [222.0/1000.0] [batch_t 0.363 (0.420)] [data_t 0.015] [optim_t 0.348] [lr 0.002653] [CE 4.544 (4.348)] [KD 3.835 (3.636)] +2024-10-16 09:36:11,249 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.430)] [top1_cnt 37427] [top5_cnt 46313] [top_all 50000] +2024-10-16 09:36:11,250 - net: 74.854 (92.626) +2024-10-16 09:36:32,908 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 39738] [top5_cnt 47456] [top_all 50000] +2024-10-16 09:36:32,908 - net_E: 79.476 (94.912) +2024-10-16 09:36:33,062 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.476 (epoch: 222)] +2024-10-16 09:36:33,063 - ==> Total time: 1 day, 9:54:41 Eta: 4 days, 22:50:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 09:36:51,362 - Train: 22.20% [277750/1251000] [222.0/1000.0] [batch_t 0.365 (0.490)] [data_t 0.016] [optim_t 0.349] [lr 0.002653] [CE 4.477 (4.247)] [KD 3.542 (3.547)] +2024-10-16 09:37:12,886 - Train: 22.21% [277800/1251000] [222.1/1000.0] [batch_t 0.449 (0.430)] [data_t 0.016] [optim_t 0.434] [lr 0.002653] [CE 4.420 (4.242)] [KD 3.493 (3.534)] +2024-10-16 09:37:34,472 - Train: 22.21% [277850/1251000] [222.1/1000.0] [batch_t 0.376 (0.432)] [data_t 0.015] [optim_t 0.361] [lr 0.002653] [CE 3.893 (4.282)] [KD 3.242 (3.555)] +2024-10-16 09:37:56,228 - Train: 22.21% [277900/1251000] [222.1/1000.0] [batch_t 0.438 (0.435)] [data_t 0.016] [optim_t 0.422] [lr 0.002653] [CE 4.920 (4.318)] [KD 3.708 (3.564)] +2024-10-16 09:38:17,951 - Train: 22.22% [277950/1251000] [222.2/1000.0] [batch_t 0.413 (0.434)] [data_t 0.015] [optim_t 0.398] [lr 0.002653] [CE 4.475 (4.284)] [KD 3.697 (3.553)] +2024-10-16 09:38:38,214 - Train: 22.22% [278000/1251000] [222.2/1000.0] [batch_t 0.442 (0.405)] [data_t 0.015] [optim_t 0.427] [lr 0.002653] [CE 4.722 (4.259)] [KD 3.745 (3.553)] +2024-10-16 09:38:58,772 - Train: 22.23% [278050/1251000] [222.3/1000.0] [batch_t 0.360 (0.411)] [data_t 0.015] [optim_t 0.345] [lr 0.002652] [CE 4.743 (4.280)] [KD 3.802 (3.541)] +2024-10-16 09:39:19,380 - Train: 22.23% [278100/1251000] [222.3/1000.0] [batch_t 0.362 (0.412)] [data_t 0.015] [optim_t 0.347] [lr 0.002652] [CE 4.856 (4.276)] [KD 3.906 (3.589)] +2024-10-16 09:39:39,898 - Train: 22.23% [278150/1251000] [222.3/1000.0] [batch_t 0.399 (0.410)] [data_t 0.015] [optim_t 0.384] [lr 0.002652] [CE 4.319 (4.231)] [KD 3.729 (3.614)] +2024-10-16 09:40:00,611 - Train: 22.24% [278200/1251000] [222.4/1000.0] [batch_t 0.365 (0.414)] [data_t 0.015] [optim_t 0.350] [lr 0.002652] [CE 4.568 (4.312)] [KD 3.866 (3.574)] +2024-10-16 09:40:21,875 - Train: 22.24% [278250/1251000] [222.4/1000.0] [batch_t 0.490 (0.425)] [data_t 0.015] [optim_t 0.474] [lr 0.002652] [CE 3.931 (4.289)] [KD 3.485 (3.595)] +2024-10-16 09:40:43,381 - Train: 22.25% [278300/1251000] [222.5/1000.0] [batch_t 0.361 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.002652] [CE 4.209 (4.321)] [KD 3.451 (3.645)] +2024-10-16 09:41:04,540 - Train: 22.25% [278350/1251000] [222.5/1000.0] [batch_t 0.472 (0.423)] [data_t 0.015] [optim_t 0.457] [lr 0.002652] [CE 4.177 (4.332)] [KD 3.680 (3.643)] +2024-10-16 09:41:25,850 - Train: 22.25% [278400/1251000] [222.5/1000.0] [batch_t 0.430 (0.426)] [data_t 0.015] [optim_t 0.415] [lr 0.002652] [CE 4.060 (4.259)] [KD 3.704 (3.610)] +2024-10-16 09:41:47,013 - Train: 22.26% [278450/1251000] [222.6/1000.0] [batch_t 0.454 (0.423)] [data_t 0.015] [optim_t 0.439] [lr 0.002651] [CE 4.236 (4.305)] [KD 3.506 (3.527)] +2024-10-16 09:42:07,343 - Train: 22.26% [278500/1251000] [222.6/1000.0] [batch_t 0.412 (0.406)] [data_t 0.015] [optim_t 0.396] [lr 0.002651] [CE 4.551 (4.226)] [KD 3.552 (3.530)] +2024-10-16 09:42:28,660 - Train: 22.27% [278550/1251000] [222.7/1000.0] [batch_t 0.416 (0.426)] [data_t 0.015] [optim_t 0.401] [lr 0.002651] [CE 4.460 (4.348)] [KD 3.667 (3.661)] +2024-10-16 09:42:49,683 - Train: 22.27% [278600/1251000] [222.7/1000.0] [batch_t 0.408 (0.420)] [data_t 0.016] [optim_t 0.392] [lr 0.002651] [CE 3.881 (4.271)] [KD 3.330 (3.586)] +2024-10-16 09:43:10,804 - Train: 22.27% [278650/1251000] [222.7/1000.0] [batch_t 0.407 (0.422)] [data_t 0.015] [optim_t 0.391] [lr 0.002651] [CE 4.060 (4.366)] [KD 3.577 (3.628)] +2024-10-16 09:43:32,123 - Train: 22.28% [278700/1251000] [222.8/1000.0] [batch_t 0.479 (0.426)] [data_t 0.015] [optim_t 0.464] [lr 0.002651] [CE 4.167 (4.274)] [KD 3.510 (3.568)] +2024-10-16 09:43:52,912 - Train: 22.28% [278750/1251000] [222.8/1000.0] [batch_t 0.401 (0.416)] [data_t 0.015] [optim_t 0.386] [lr 0.002651] [CE 4.082 (4.360)] [KD 3.506 (3.602)] +2024-10-16 09:44:13,596 - Train: 22.29% [278800/1251000] [222.9/1000.0] [batch_t 0.441 (0.414)] [data_t 0.015] [optim_t 0.426] [lr 0.002651] [CE 4.472 (4.299)] [KD 3.671 (3.602)] +2024-10-16 09:44:34,178 - Train: 22.29% [278850/1251000] [222.9/1000.0] [batch_t 0.364 (0.412)] [data_t 0.015] [optim_t 0.348] [lr 0.002651] [CE 3.744 (4.205)] [KD 3.486 (3.518)] +2024-10-16 09:44:55,119 - Train: 22.29% [278900/1251000] [222.9/1000.0] [batch_t 0.434 (0.419)] [data_t 0.091] [optim_t 0.343] [lr 0.002650] [CE 4.736 (4.321)] [KD 3.996 (3.603)] +2024-10-16 09:45:16,209 - Train: 22.30% [278950/1251000] [223.0/1000.0] [batch_t 0.488 (0.422)] [data_t 0.030] [optim_t 0.459] [lr 0.002650] [CE 4.311 (4.243)] [KD 3.624 (3.563)] +2024-10-16 09:45:46,832 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 37064] [top5_cnt 46043] [top_all 50000] +2024-10-16 09:45:46,832 - net: 74.128 (92.086) +2024-10-16 09:46:08,233 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 39723] [top5_cnt 47462] [top_all 50000] +2024-10-16 09:46:08,234 - net_E: 79.446 (94.924) +2024-10-16 09:46:08,384 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.476 (epoch: 222)] +2024-10-16 09:46:08,384 - ==> Total time: 1 day, 10:04:17 Eta: 4 days, 22:42:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 09:46:24,264 - Train: 22.30% [279000/1251000] [223.0/1000.0] [batch_t 0.363 (0.530)] [data_t 0.016] [optim_t 0.348] [lr 0.002650] [CE 4.130 (4.205)] [KD 3.354 (3.510)] +2024-10-16 09:46:45,705 - Train: 22.31% [279050/1251000] [223.1/1000.0] [batch_t 0.358 (0.429)] [data_t 0.015] [optim_t 0.342] [lr 0.002650] [CE 4.620 (4.276)] [KD 3.767 (3.540)] +2024-10-16 09:47:06,869 - Train: 22.31% [279100/1251000] [223.1/1000.0] [batch_t 0.404 (0.423)] [data_t 0.016] [optim_t 0.389] [lr 0.002650] [CE 3.751 (4.254)] [KD 3.386 (3.586)] +2024-10-16 09:47:27,761 - Train: 22.31% [279150/1251000] [223.1/1000.0] [batch_t 0.461 (0.418)] [data_t 0.015] [optim_t 0.445] [lr 0.002650] [CE 4.521 (4.242)] [KD 3.579 (3.506)] +2024-10-16 09:47:48,775 - Train: 22.32% [279200/1251000] [223.2/1000.0] [batch_t 0.422 (0.420)] [data_t 0.015] [optim_t 0.407] [lr 0.002650] [CE 4.468 (4.287)] [KD 3.577 (3.599)] +2024-10-16 09:48:10,079 - Train: 22.32% [279250/1251000] [223.2/1000.0] [batch_t 0.417 (0.426)] [data_t 0.016] [optim_t 0.401] [lr 0.002650] [CE 4.051 (4.287)] [KD 3.418 (3.548)] +2024-10-16 09:48:31,278 - Train: 22.33% [279300/1251000] [223.3/1000.0] [batch_t 0.380 (0.424)] [data_t 0.016] [optim_t 0.365] [lr 0.002649] [CE 4.351 (4.359)] [KD 3.460 (3.562)] +2024-10-16 09:48:52,844 - Train: 22.33% [279350/1251000] [223.3/1000.0] [batch_t 0.366 (0.431)] [data_t 0.016] [optim_t 0.350] [lr 0.002649] [CE 3.975 (4.265)] [KD 3.329 (3.555)] +2024-10-16 09:49:14,181 - Train: 22.33% [279400/1251000] [223.3/1000.0] [batch_t 0.478 (0.427)] [data_t 0.016] [optim_t 0.462] [lr 0.002649] [CE 4.245 (4.329)] [KD 3.532 (3.599)] +2024-10-16 09:49:35,739 - Train: 22.34% [279450/1251000] [223.4/1000.0] [batch_t 0.437 (0.431)] [data_t 0.016] [optim_t 0.421] [lr 0.002649] [CE 4.252 (4.291)] [KD 3.435 (3.600)] +2024-10-16 09:49:57,284 - Train: 22.34% [279500/1251000] [223.4/1000.0] [batch_t 0.371 (0.431)] [data_t 0.016] [optim_t 0.355] [lr 0.002649] [CE 4.440 (4.293)] [KD 3.658 (3.581)] +2024-10-16 09:50:18,567 - Train: 22.35% [279550/1251000] [223.5/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.002649] [CE 4.218 (4.280)] [KD 3.489 (3.528)] +2024-10-16 09:50:40,144 - Train: 22.35% [279600/1251000] [223.5/1000.0] [batch_t 0.501 (0.431)] [data_t 0.016] [optim_t 0.485] [lr 0.002649] [CE 4.134 (4.263)] [KD 3.579 (3.562)] +2024-10-16 09:51:01,389 - Train: 22.35% [279650/1251000] [223.5/1000.0] [batch_t 0.406 (0.425)] [data_t 0.015] [optim_t 0.391] [lr 0.002649] [CE 4.492 (4.268)] [KD 3.737 (3.531)] +2024-10-16 09:51:23,104 - Train: 22.36% [279700/1251000] [223.6/1000.0] [batch_t 0.414 (0.434)] [data_t 0.016] [optim_t 0.398] [lr 0.002648] [CE 4.613 (4.274)] [KD 3.859 (3.617)] +2024-10-16 09:51:43,772 - Train: 22.36% [279750/1251000] [223.6/1000.0] [batch_t 0.445 (0.413)] [data_t 0.016] [optim_t 0.429] [lr 0.002648] [CE 3.680 (4.368)] [KD 3.334 (3.607)] +2024-10-16 09:52:04,731 - Train: 22.37% [279800/1251000] [223.7/1000.0] [batch_t 0.483 (0.419)] [data_t 0.015] [optim_t 0.468] [lr 0.002648] [CE 3.695 (4.314)] [KD 3.336 (3.592)] +2024-10-16 09:52:25,503 - Train: 22.37% [279850/1251000] [223.7/1000.0] [batch_t 0.419 (0.415)] [data_t 0.015] [optim_t 0.403] [lr 0.002648] [CE 3.854 (4.348)] [KD 3.467 (3.643)] +2024-10-16 09:52:46,199 - Train: 22.37% [279900/1251000] [223.7/1000.0] [batch_t 0.415 (0.414)] [data_t 0.015] [optim_t 0.399] [lr 0.002648] [CE 4.425 (4.257)] [KD 3.683 (3.586)] +2024-10-16 09:53:07,237 - Train: 22.38% [279950/1251000] [223.8/1000.0] [batch_t 0.457 (0.421)] [data_t 0.015] [optim_t 0.441] [lr 0.002648] [CE 4.102 (4.286)] [KD 3.316 (3.568)] +2024-10-16 09:53:28,374 - Train: 22.38% [280000/1251000] [223.8/1000.0] [batch_t 0.378 (0.423)] [data_t 0.015] [optim_t 0.363] [lr 0.002648] [CE 4.286 (4.271)] [KD 3.450 (3.559)] +2024-10-16 09:53:49,155 - Train: 22.39% [280050/1251000] [223.9/1000.0] [batch_t 0.427 (0.415)] [data_t 0.015] [optim_t 0.411] [lr 0.002648] [CE 3.862 (4.210)] [KD 3.446 (3.598)] +2024-10-16 09:54:10,520 - Train: 22.39% [280100/1251000] [223.9/1000.0] [batch_t 0.482 (0.427)] [data_t 0.016] [optim_t 0.467] [lr 0.002648] [CE 4.633 (4.345)] [KD 3.709 (3.647)] +2024-10-16 09:54:31,366 - Train: 22.39% [280150/1251000] [223.9/1000.0] [batch_t 0.360 (0.417)] [data_t 0.016] [optim_t 0.344] [lr 0.002647] [CE 4.166 (4.292)] [KD 3.531 (3.584)] +2024-10-16 09:54:52,329 - Train: 22.40% [280200/1251000] [224.0/1000.0] [batch_t 0.412 (0.419)] [data_t 0.015] [optim_t 0.396] [lr 0.002647] [CE 4.357 (4.261)] [KD 3.611 (3.530)] +2024-10-16 09:55:23,275 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 37152] [top5_cnt 46212] [top_all 50000] +2024-10-16 09:55:23,276 - net: 74.304 (92.424) +2024-10-16 09:55:44,340 - Test (net_E): 100.00% [50/50] [batch_t 0.141 (0.415)] [top1_cnt 39720] [top5_cnt 47455] [top_all 50000] +2024-10-16 09:55:44,341 - net_E: 79.440 (94.910) +2024-10-16 09:55:44,485 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.476 (epoch: 222)] +2024-10-16 09:55:44,486 - ==> Total time: 1 day, 10:13:53 Eta: 4 days, 22:35:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 09:56:00,269 - Train: 22.40% [280250/1251000] [224.0/1000.0] [batch_t 0.360 (0.558)] [data_t 0.015] [optim_t 0.344] [lr 0.002647] [CE 4.442 (4.247)] [KD 3.474 (3.484)] +2024-10-16 09:56:21,337 - Train: 22.41% [280300/1251000] [224.1/1000.0] [batch_t 0.406 (0.421)] [data_t 0.015] [optim_t 0.390] [lr 0.002647] [CE 4.441 (4.181)] [KD 3.524 (3.479)] +2024-10-16 09:56:41,833 - Train: 22.41% [280350/1251000] [224.1/1000.0] [batch_t 0.380 (0.410)] [data_t 0.015] [optim_t 0.365] [lr 0.002647] [CE 4.038 (4.295)] [KD 3.456 (3.579)] +2024-10-16 09:57:02,542 - Train: 22.41% [280400/1251000] [224.1/1000.0] [batch_t 0.362 (0.414)] [data_t 0.015] [optim_t 0.347] [lr 0.002647] [CE 3.996 (4.308)] [KD 3.324 (3.608)] +2024-10-16 09:57:22,569 - Train: 22.42% [280450/1251000] [224.2/1000.0] [batch_t 0.389 (0.400)] [data_t 0.015] [optim_t 0.374] [lr 0.002647] [CE 3.735 (4.308)] [KD 3.180 (3.608)] +2024-10-16 09:57:43,463 - Train: 22.42% [280500/1251000] [224.2/1000.0] [batch_t 0.455 (0.418)] [data_t 0.015] [optim_t 0.440] [lr 0.002647] [CE 4.547 (4.328)] [KD 3.596 (3.590)] +2024-10-16 09:58:05,036 - Train: 22.43% [280550/1251000] [224.3/1000.0] [batch_t 0.417 (0.431)] [data_t 0.015] [optim_t 0.401] [lr 0.002646] [CE 4.514 (4.232)] [KD 3.558 (3.497)] +2024-10-16 09:58:25,799 - Train: 22.43% [280600/1251000] [224.3/1000.0] [batch_t 0.419 (0.415)] [data_t 0.015] [optim_t 0.404] [lr 0.002646] [CE 3.915 (4.267)] [KD 3.304 (3.556)] +2024-10-16 09:58:46,409 - Train: 22.43% [280650/1251000] [224.3/1000.0] [batch_t 0.360 (0.412)] [data_t 0.015] [optim_t 0.344] [lr 0.002646] [CE 4.205 (4.280)] [KD 3.313 (3.490)] +2024-10-16 09:59:07,375 - Train: 22.44% [280700/1251000] [224.4/1000.0] [batch_t 0.363 (0.419)] [data_t 0.015] [optim_t 0.348] [lr 0.002646] [CE 3.979 (4.262)] [KD 3.539 (3.518)] +2024-10-16 09:59:28,324 - Train: 22.44% [280750/1251000] [224.4/1000.0] [batch_t 0.363 (0.419)] [data_t 0.016] [optim_t 0.347] [lr 0.002646] [CE 3.585 (4.279)] [KD 3.392 (3.594)] +2024-10-16 09:59:49,698 - Train: 22.45% [280800/1251000] [224.5/1000.0] [batch_t 0.448 (0.427)] [data_t 0.015] [optim_t 0.433] [lr 0.002646] [CE 3.962 (4.296)] [KD 3.343 (3.573)] +2024-10-16 10:00:11,438 - Train: 22.45% [280850/1251000] [224.5/1000.0] [batch_t 0.424 (0.435)] [data_t 0.015] [optim_t 0.409] [lr 0.002646] [CE 4.113 (4.294)] [KD 3.275 (3.539)] +2024-10-16 10:00:32,829 - Train: 22.45% [280900/1251000] [224.5/1000.0] [batch_t 0.466 (0.428)] [data_t 0.015] [optim_t 0.451] [lr 0.002646] [CE 4.478 (4.279)] [KD 3.655 (3.572)] +2024-10-16 10:00:53,248 - Train: 22.46% [280950/1251000] [224.6/1000.0] [batch_t 0.365 (0.408)] [data_t 0.015] [optim_t 0.350] [lr 0.002645] [CE 4.483 (4.278)] [KD 3.899 (3.553)] +2024-10-16 10:01:13,197 - Train: 22.46% [281000/1251000] [224.6/1000.0] [batch_t 0.422 (0.399)] [data_t 0.015] [optim_t 0.407] [lr 0.002645] [CE 4.212 (4.333)] [KD 3.515 (3.554)] +2024-10-16 10:01:33,584 - Train: 22.47% [281050/1251000] [224.7/1000.0] [batch_t 0.361 (0.408)] [data_t 0.015] [optim_t 0.345] [lr 0.002645] [CE 3.952 (4.278)] [KD 3.379 (3.563)] +2024-10-16 10:01:53,914 - Train: 22.47% [281100/1251000] [224.7/1000.0] [batch_t 0.433 (0.407)] [data_t 0.015] [optim_t 0.418] [lr 0.002645] [CE 4.427 (4.301)] [KD 3.621 (3.576)] +2024-10-16 10:02:14,873 - Train: 22.47% [281150/1251000] [224.7/1000.0] [batch_t 0.515 (0.419)] [data_t 0.015] [optim_t 0.500] [lr 0.002645] [CE 4.159 (4.325)] [KD 3.728 (3.544)] +2024-10-16 10:02:35,200 - Train: 22.48% [281200/1251000] [224.8/1000.0] [batch_t 0.508 (0.406)] [data_t 0.015] [optim_t 0.493] [lr 0.002645] [CE 4.123 (4.335)] [KD 3.338 (3.635)] +2024-10-16 10:02:55,893 - Train: 22.48% [281250/1251000] [224.8/1000.0] [batch_t 0.370 (0.414)] [data_t 0.015] [optim_t 0.355] [lr 0.002645] [CE 4.020 (4.323)] [KD 3.436 (3.621)] +2024-10-16 10:03:16,418 - Train: 22.49% [281300/1251000] [224.9/1000.0] [batch_t 0.366 (0.410)] [data_t 0.015] [optim_t 0.350] [lr 0.002645] [CE 3.975 (4.351)] [KD 3.475 (3.589)] +2024-10-16 10:03:37,565 - Train: 22.49% [281350/1251000] [224.9/1000.0] [batch_t 0.460 (0.423)] [data_t 0.016] [optim_t 0.444] [lr 0.002645] [CE 4.373 (4.269)] [KD 3.601 (3.622)] +2024-10-16 10:03:59,273 - Train: 22.49% [281400/1251000] [224.9/1000.0] [batch_t 0.442 (0.434)] [data_t 0.015] [optim_t 0.427] [lr 0.002644] [CE 4.201 (4.328)] [KD 3.585 (3.630)] +2024-10-16 10:04:20,720 - Train: 22.50% [281450/1251000] [225.0/1000.0] [batch_t 0.414 (0.429)] [data_t 0.015] [optim_t 0.399] [lr 0.002644] [CE 4.448 (4.302)] [KD 3.488 (3.555)] +2024-10-16 10:04:51,468 - Test (net): 100.00% [50/50] [batch_t 0.164 (0.415)] [top1_cnt 37338] [top5_cnt 46236] [top_all 50000] +2024-10-16 10:04:51,468 - net: 74.676 (92.472) +2024-10-16 10:05:12,528 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 39745] [top5_cnt 47461] [top_all 50000] +2024-10-16 10:05:12,528 - net_E: 79.490 (94.922) +2024-10-16 10:05:12,670 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.490 (epoch: 225)] +2024-10-16 10:05:12,670 - ==> Total time: 1 day, 10:23:21 Eta: 4 days, 22:27:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 10:05:30,132 - Train: 22.50% [281500/1251000] [225.0/1000.0] [batch_t 0.361 (0.504)] [data_t 0.015] [optim_t 0.346] [lr 0.002644] [CE 4.542 (4.273)] [KD 3.536 (3.503)] +2024-10-16 10:05:50,765 - Train: 22.51% [281550/1251000] [225.1/1000.0] [batch_t 0.557 (0.413)] [data_t 0.015] [optim_t 0.541] [lr 0.002644] [CE 4.065 (4.255)] [KD 3.592 (3.565)] +2024-10-16 10:06:12,543 - Train: 22.51% [281600/1251000] [225.1/1000.0] [batch_t 0.359 (0.435)] [data_t 0.015] [optim_t 0.343] [lr 0.002644] [CE 4.036 (4.230)] [KD 3.514 (3.536)] +2024-10-16 10:06:33,355 - Train: 22.51% [281650/1251000] [225.1/1000.0] [batch_t 0.402 (0.416)] [data_t 0.015] [optim_t 0.387] [lr 0.002644] [CE 4.529 (4.315)] [KD 3.649 (3.591)] +2024-10-16 10:06:54,503 - Train: 22.52% [281700/1251000] [225.2/1000.0] [batch_t 0.469 (0.423)] [data_t 0.015] [optim_t 0.454] [lr 0.002644] [CE 4.744 (4.278)] [KD 3.729 (3.581)] +2024-10-16 10:07:15,420 - Train: 22.52% [281750/1251000] [225.2/1000.0] [batch_t 0.452 (0.418)] [data_t 0.015] [optim_t 0.437] [lr 0.002644] [CE 4.061 (4.297)] [KD 3.487 (3.563)] +2024-10-16 10:07:37,229 - Train: 22.53% [281800/1251000] [225.3/1000.0] [batch_t 0.433 (0.436)] [data_t 0.015] [optim_t 0.418] [lr 0.002643] [CE 4.765 (4.327)] [KD 3.783 (3.645)] +2024-10-16 10:07:59,521 - Train: 22.53% [281850/1251000] [225.3/1000.0] [batch_t 0.360 (0.446)] [data_t 0.015] [optim_t 0.345] [lr 0.002643] [CE 4.160 (4.284)] [KD 3.561 (3.524)] +2024-10-16 10:08:20,561 - Train: 22.53% [281900/1251000] [225.3/1000.0] [batch_t 0.376 (0.421)] [data_t 0.015] [optim_t 0.360] [lr 0.002643] [CE 4.705 (4.260)] [KD 3.664 (3.514)] +2024-10-16 10:08:42,202 - Train: 22.54% [281950/1251000] [225.4/1000.0] [batch_t 0.426 (0.433)] [data_t 0.015] [optim_t 0.410] [lr 0.002643] [CE 4.520 (4.243)] [KD 3.430 (3.504)] +2024-10-16 10:09:03,482 - Train: 22.54% [282000/1251000] [225.4/1000.0] [batch_t 0.365 (0.426)] [data_t 0.015] [optim_t 0.349] [lr 0.002643] [CE 4.524 (4.228)] [KD 3.557 (3.479)] +2024-10-16 10:09:24,756 - Train: 22.55% [282050/1251000] [225.5/1000.0] [batch_t 0.365 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.002643] [CE 4.282 (4.278)] [KD 3.641 (3.567)] +2024-10-16 10:09:46,438 - Train: 22.55% [282100/1251000] [225.5/1000.0] [batch_t 0.431 (0.434)] [data_t 0.015] [optim_t 0.416] [lr 0.002643] [CE 4.104 (4.267)] [KD 3.617 (3.563)] +2024-10-16 10:10:08,034 - Train: 22.55% [282150/1251000] [225.5/1000.0] [batch_t 0.447 (0.432)] [data_t 0.016] [optim_t 0.432] [lr 0.002643] [CE 4.330 (4.375)] [KD 3.693 (3.606)] +2024-10-16 10:10:29,499 - Train: 22.56% [282200/1251000] [225.6/1000.0] [batch_t 0.446 (0.429)] [data_t 0.015] [optim_t 0.430] [lr 0.002642] [CE 4.363 (4.328)] [KD 3.672 (3.586)] +2024-10-16 10:10:50,898 - Train: 22.56% [282250/1251000] [225.6/1000.0] [batch_t 0.391 (0.428)] [data_t 0.016] [optim_t 0.375] [lr 0.002642] [CE 3.824 (4.262)] [KD 3.184 (3.577)] +2024-10-16 10:11:12,299 - Train: 22.57% [282300/1251000] [225.7/1000.0] [batch_t 0.361 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.002642] [CE 3.574 (4.277)] [KD 3.240 (3.557)] +2024-10-16 10:11:33,133 - Train: 22.57% [282350/1251000] [225.7/1000.0] [batch_t 0.481 (0.417)] [data_t 0.015] [optim_t 0.465] [lr 0.002642] [CE 4.252 (4.292)] [KD 3.314 (3.528)] +2024-10-16 10:11:53,820 - Train: 22.57% [282400/1251000] [225.7/1000.0] [batch_t 0.446 (0.414)] [data_t 0.015] [optim_t 0.430] [lr 0.002642] [CE 4.121 (4.344)] [KD 3.710 (3.576)] +2024-10-16 10:12:15,118 - Train: 22.58% [282450/1251000] [225.8/1000.0] [batch_t 0.485 (0.426)] [data_t 0.015] [optim_t 0.470] [lr 0.002642] [CE 4.581 (4.298)] [KD 3.685 (3.536)] +2024-10-16 10:12:36,132 - Train: 22.58% [282500/1251000] [225.8/1000.0] [batch_t 0.417 (0.420)] [data_t 0.015] [optim_t 0.402] [lr 0.002642] [CE 3.716 (4.292)] [KD 3.174 (3.606)] +2024-10-16 10:12:57,159 - Train: 22.59% [282550/1251000] [225.9/1000.0] [batch_t 0.447 (0.420)] [data_t 0.015] [optim_t 0.431] [lr 0.002642] [CE 4.621 (4.264)] [KD 3.862 (3.548)] +2024-10-16 10:13:18,997 - Train: 22.59% [282600/1251000] [225.9/1000.0] [batch_t 0.446 (0.437)] [data_t 0.015] [optim_t 0.431] [lr 0.002641] [CE 4.745 (4.296)] [KD 3.864 (3.522)] +2024-10-16 10:13:40,927 - Train: 22.59% [282650/1251000] [225.9/1000.0] [batch_t 0.421 (0.439)] [data_t 0.015] [optim_t 0.406] [lr 0.002641] [CE 4.274 (4.245)] [KD 3.788 (3.594)] +2024-10-16 10:14:01,602 - Train: 22.60% [282700/1251000] [226.0/1000.0] [batch_t 0.362 (0.413)] [data_t 0.015] [optim_t 0.347] [lr 0.002641] [CE 4.122 (4.321)] [KD 3.572 (3.579)] +2024-10-16 10:14:33,967 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.439)] [top1_cnt 37371] [top5_cnt 46369] [top_all 50000] +2024-10-16 10:14:33,967 - net: 74.742 (92.738) +2024-10-16 10:14:55,613 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 39739] [top5_cnt 47455] [top_all 50000] +2024-10-16 10:14:55,614 - net_E: 79.478 (94.910) +2024-10-16 10:14:55,771 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.490 (epoch: 225)] +2024-10-16 10:14:55,772 - ==> Total time: 1 day, 10:33:04 Eta: 4 days, 22:19:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 10:15:10,910 - Train: 22.60% [282750/1251000] [226.0/1000.0] [batch_t 0.363 (0.577)] [data_t 0.016] [optim_t 0.348] [lr 0.002641] [CE 4.692 (4.282)] [KD 3.778 (3.530)] +2024-10-16 10:15:31,233 - Train: 22.61% [282800/1251000] [226.1/1000.0] [batch_t 0.361 (0.406)] [data_t 0.015] [optim_t 0.345] [lr 0.002641] [CE 3.751 (4.300)] [KD 3.231 (3.576)] +2024-10-16 10:15:52,347 - Train: 22.61% [282850/1251000] [226.1/1000.0] [batch_t 0.514 (0.422)] [data_t 0.015] [optim_t 0.498] [lr 0.002641] [CE 4.391 (4.325)] [KD 3.496 (3.596)] +2024-10-16 10:16:13,870 - Train: 22.61% [282900/1251000] [226.1/1000.0] [batch_t 0.429 (0.430)] [data_t 0.015] [optim_t 0.414] [lr 0.002641] [CE 4.518 (4.315)] [KD 3.956 (3.583)] +2024-10-16 10:16:35,999 - Train: 22.62% [282950/1251000] [226.2/1000.0] [batch_t 0.396 (0.442)] [data_t 0.015] [optim_t 0.380] [lr 0.002641] [CE 4.350 (4.254)] [KD 3.756 (3.552)] +2024-10-16 10:16:57,925 - Train: 22.62% [283000/1251000] [226.2/1000.0] [batch_t 0.453 (0.438)] [data_t 0.015] [optim_t 0.438] [lr 0.002641] [CE 4.416 (4.267)] [KD 3.527 (3.498)] +2024-10-16 10:17:19,273 - Train: 22.63% [283050/1251000] [226.3/1000.0] [batch_t 0.436 (0.427)] [data_t 0.015] [optim_t 0.420] [lr 0.002640] [CE 4.568 (4.306)] [KD 3.641 (3.571)] +2024-10-16 10:17:40,617 - Train: 22.63% [283100/1251000] [226.3/1000.0] [batch_t 0.445 (0.427)] [data_t 0.015] [optim_t 0.429] [lr 0.002640] [CE 4.659 (4.252)] [KD 3.906 (3.550)] +2024-10-16 10:18:01,541 - Train: 22.63% [283150/1251000] [226.3/1000.0] [batch_t 0.425 (0.418)] [data_t 0.015] [optim_t 0.410] [lr 0.002640] [CE 4.453 (4.268)] [KD 3.702 (3.528)] +2024-10-16 10:18:22,644 - Train: 22.64% [283200/1251000] [226.4/1000.0] [batch_t 0.361 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.002640] [CE 4.321 (4.325)] [KD 3.658 (3.611)] +2024-10-16 10:18:44,176 - Train: 22.64% [283250/1251000] [226.4/1000.0] [batch_t 0.381 (0.431)] [data_t 0.015] [optim_t 0.366] [lr 0.002640] [CE 4.574 (4.280)] [KD 3.908 (3.579)] +2024-10-16 10:19:05,526 - Train: 22.65% [283300/1251000] [226.5/1000.0] [batch_t 0.363 (0.427)] [data_t 0.016] [optim_t 0.348] [lr 0.002640] [CE 4.005 (4.254)] [KD 3.325 (3.576)] +2024-10-16 10:19:25,974 - Train: 22.65% [283350/1251000] [226.5/1000.0] [batch_t 0.363 (0.409)] [data_t 0.015] [optim_t 0.348] [lr 0.002640] [CE 4.138 (4.331)] [KD 3.570 (3.581)] +2024-10-16 10:19:46,864 - Train: 22.65% [283400/1251000] [226.5/1000.0] [batch_t 0.514 (0.418)] [data_t 0.015] [optim_t 0.499] [lr 0.002640] [CE 3.359 (4.240)] [KD 3.160 (3.540)] +2024-10-16 10:20:08,081 - Train: 22.66% [283450/1251000] [226.6/1000.0] [batch_t 0.375 (0.424)] [data_t 0.015] [optim_t 0.359] [lr 0.002639] [CE 3.888 (4.266)] [KD 3.423 (3.592)] +2024-10-16 10:20:29,213 - Train: 22.66% [283500/1251000] [226.6/1000.0] [batch_t 0.516 (0.423)] [data_t 0.016] [optim_t 0.501] [lr 0.002639] [CE 4.102 (4.283)] [KD 3.423 (3.547)] +2024-10-16 10:20:51,132 - Train: 22.67% [283550/1251000] [226.7/1000.0] [batch_t 0.403 (0.438)] [data_t 0.015] [optim_t 0.387] [lr 0.002639] [CE 3.791 (4.229)] [KD 3.186 (3.531)] +2024-10-16 10:21:12,862 - Train: 22.67% [283600/1251000] [226.7/1000.0] [batch_t 0.386 (0.435)] [data_t 0.015] [optim_t 0.370] [lr 0.002639] [CE 4.472 (4.277)] [KD 3.596 (3.542)] +2024-10-16 10:21:35,242 - Train: 22.67% [283650/1251000] [226.7/1000.0] [batch_t 0.375 (0.447)] [data_t 0.015] [optim_t 0.360] [lr 0.002639] [CE 3.841 (4.269)] [KD 3.489 (3.507)] +2024-10-16 10:21:57,079 - Train: 22.68% [283700/1251000] [226.8/1000.0] [batch_t 0.361 (0.437)] [data_t 0.016] [optim_t 0.345] [lr 0.002639] [CE 4.322 (4.271)] [KD 3.721 (3.592)] +2024-10-16 10:22:18,322 - Train: 22.68% [283750/1251000] [226.8/1000.0] [batch_t 0.413 (0.425)] [data_t 0.015] [optim_t 0.398] [lr 0.002639] [CE 4.298 (4.297)] [KD 3.502 (3.597)] +2024-10-16 10:22:39,769 - Train: 22.69% [283800/1251000] [226.9/1000.0] [batch_t 0.476 (0.429)] [data_t 0.015] [optim_t 0.461] [lr 0.002639] [CE 4.474 (4.270)] [KD 3.672 (3.567)] +2024-10-16 10:23:01,284 - Train: 22.69% [283850/1251000] [226.9/1000.0] [batch_t 0.391 (0.430)] [data_t 0.016] [optim_t 0.376] [lr 0.002638] [CE 4.410 (4.280)] [KD 3.584 (3.536)] +2024-10-16 10:23:22,749 - Train: 22.69% [283900/1251000] [226.9/1000.0] [batch_t 0.399 (0.429)] [data_t 0.015] [optim_t 0.383] [lr 0.002638] [CE 3.853 (4.279)] [KD 3.353 (3.567)] +2024-10-16 10:23:44,411 - Train: 22.70% [283950/1251000] [227.0/1000.0] [batch_t 0.411 (0.433)] [data_t 0.015] [optim_t 0.395] [lr 0.002638] [CE 4.707 (4.392)] [KD 3.893 (3.594)] +2024-10-16 10:24:16,930 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 37388] [top5_cnt 46286] [top_all 50000] +2024-10-16 10:24:16,930 - net: 74.776 (92.572) +2024-10-16 10:24:38,197 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 39742] [top5_cnt 47468] [top_all 50000] +2024-10-16 10:24:38,197 - net_E: 79.484 (94.936) +2024-10-16 10:24:38,343 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.490 (epoch: 225)] +2024-10-16 10:24:38,344 - ==> Total time: 1 day, 10:42:46 Eta: 4 days, 22:12:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 10:24:53,343 - Train: 22.70% [284000/1251000] [227.0/1000.0] [batch_t 0.367 (0.589)] [data_t 0.015] [optim_t 0.352] [lr 0.002638] [CE 4.158 (4.288)] [KD 3.601 (3.534)] +2024-10-16 10:25:13,483 - Train: 22.71% [284050/1251000] [227.1/1000.0] [batch_t 0.455 (0.403)] [data_t 0.015] [optim_t 0.440] [lr 0.002638] [CE 4.328 (4.323)] [KD 3.390 (3.541)] +2024-10-16 10:25:35,380 - Train: 22.71% [284100/1251000] [227.1/1000.0] [batch_t 0.465 (0.438)] [data_t 0.015] [optim_t 0.450] [lr 0.002638] [CE 4.246 (4.236)] [KD 3.620 (3.541)] +2024-10-16 10:25:57,427 - Train: 22.71% [284150/1251000] [227.1/1000.0] [batch_t 0.449 (0.441)] [data_t 0.015] [optim_t 0.434] [lr 0.002638] [CE 4.339 (4.272)] [KD 3.505 (3.546)] +2024-10-16 10:26:19,290 - Train: 22.72% [284200/1251000] [227.2/1000.0] [batch_t 0.445 (0.437)] [data_t 0.015] [optim_t 0.429] [lr 0.002638] [CE 4.132 (4.268)] [KD 3.424 (3.544)] +2024-10-16 10:26:41,210 - Train: 22.72% [284250/1251000] [227.2/1000.0] [batch_t 0.419 (0.438)] [data_t 0.015] [optim_t 0.403] [lr 0.002637] [CE 4.651 (4.314)] [KD 3.760 (3.545)] +2024-10-16 10:27:03,448 - Train: 22.73% [284300/1251000] [227.3/1000.0] [batch_t 0.567 (0.445)] [data_t 0.016] [optim_t 0.552] [lr 0.002637] [CE 4.026 (4.237)] [KD 3.412 (3.527)] +2024-10-16 10:27:24,935 - Train: 22.73% [284350/1251000] [227.3/1000.0] [batch_t 0.461 (0.430)] [data_t 0.015] [optim_t 0.446] [lr 0.002637] [CE 3.788 (4.292)] [KD 3.470 (3.589)] +2024-10-16 10:27:46,132 - Train: 22.73% [284400/1251000] [227.3/1000.0] [batch_t 0.462 (0.424)] [data_t 0.015] [optim_t 0.446] [lr 0.002637] [CE 4.456 (4.241)] [KD 3.549 (3.550)] +2024-10-16 10:28:08,108 - Train: 22.74% [284450/1251000] [227.4/1000.0] [batch_t 0.448 (0.439)] [data_t 0.015] [optim_t 0.433] [lr 0.002637] [CE 4.247 (4.257)] [KD 3.483 (3.528)] +2024-10-16 10:28:28,962 - Train: 22.74% [284500/1251000] [227.4/1000.0] [batch_t 0.429 (0.417)] [data_t 0.015] [optim_t 0.414] [lr 0.002637] [CE 4.171 (4.284)] [KD 3.435 (3.581)] +2024-10-16 10:28:49,703 - Train: 22.75% [284550/1251000] [227.5/1000.0] [batch_t 0.395 (0.415)] [data_t 0.015] [optim_t 0.380] [lr 0.002637] [CE 4.583 (4.285)] [KD 3.828 (3.581)] +2024-10-16 10:29:11,376 - Train: 22.75% [284600/1251000] [227.5/1000.0] [batch_t 0.391 (0.433)] [data_t 0.015] [optim_t 0.376] [lr 0.002637] [CE 4.468 (4.309)] [KD 3.668 (3.528)] +2024-10-16 10:29:31,942 - Train: 22.75% [284650/1251000] [227.5/1000.0] [batch_t 0.363 (0.411)] [data_t 0.015] [optim_t 0.347] [lr 0.002636] [CE 4.546 (4.245)] [KD 3.622 (3.502)] +2024-10-16 10:29:52,306 - Train: 22.76% [284700/1251000] [227.6/1000.0] [batch_t 0.367 (0.407)] [data_t 0.015] [optim_t 0.351] [lr 0.002636] [CE 4.920 (4.297)] [KD 3.845 (3.547)] +2024-10-16 10:30:12,976 - Train: 22.76% [284750/1251000] [227.6/1000.0] [batch_t 0.459 (0.413)] [data_t 0.016] [optim_t 0.443] [lr 0.002636] [CE 4.474 (4.266)] [KD 3.543 (3.536)] +2024-10-16 10:30:34,526 - Train: 22.77% [284800/1251000] [227.7/1000.0] [batch_t 0.423 (0.431)] [data_t 0.015] [optim_t 0.408] [lr 0.002636] [CE 4.291 (4.320)] [KD 3.604 (3.581)] +2024-10-16 10:30:55,805 - Train: 22.77% [284850/1251000] [227.7/1000.0] [batch_t 0.365 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.002636] [CE 4.356 (4.322)] [KD 3.688 (3.518)] +2024-10-16 10:31:17,206 - Train: 22.77% [284900/1251000] [227.7/1000.0] [batch_t 0.445 (0.428)] [data_t 0.015] [optim_t 0.429] [lr 0.002636] [CE 4.140 (4.316)] [KD 3.597 (3.549)] +2024-10-16 10:31:38,608 - Train: 22.78% [284950/1251000] [227.8/1000.0] [batch_t 0.464 (0.428)] [data_t 0.016] [optim_t 0.449] [lr 0.002636] [CE 4.206 (4.308)] [KD 3.435 (3.582)] +2024-10-16 10:32:00,129 - Train: 22.78% [285000/1251000] [227.8/1000.0] [batch_t 0.512 (0.430)] [data_t 0.016] [optim_t 0.497] [lr 0.002636] [CE 4.310 (4.319)] [KD 3.486 (3.630)] +2024-10-16 10:32:21,643 - Train: 22.79% [285050/1251000] [227.9/1000.0] [batch_t 0.447 (0.430)] [data_t 0.015] [optim_t 0.432] [lr 0.002636] [CE 3.975 (4.279)] [KD 3.360 (3.558)] +2024-10-16 10:32:43,087 - Train: 22.79% [285100/1251000] [227.9/1000.0] [batch_t 0.446 (0.429)] [data_t 0.016] [optim_t 0.430] [lr 0.002635] [CE 4.663 (4.266)] [KD 3.767 (3.575)] +2024-10-16 10:33:04,465 - Train: 22.79% [285150/1251000] [227.9/1000.0] [batch_t 0.436 (0.427)] [data_t 0.016] [optim_t 0.420] [lr 0.002635] [CE 4.508 (4.294)] [KD 3.822 (3.633)] +2024-10-16 10:33:26,194 - Train: 22.80% [285200/1251000] [228.0/1000.0] [batch_t 0.468 (0.434)] [data_t 0.016] [optim_t 0.452] [lr 0.002635] [CE 4.413 (4.219)] [KD 3.763 (3.536)] +2024-10-16 10:33:58,131 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 37255] [top5_cnt 46193] [top_all 50000] +2024-10-16 10:33:58,131 - net: 74.510 (92.386) +2024-10-16 10:34:19,719 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 39755] [top5_cnt 47445] [top_all 50000] +2024-10-16 10:34:19,720 - net_E: 79.510 (94.890) +2024-10-16 10:34:19,875 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.510 (epoch: 228)] +2024-10-16 10:34:19,875 - ==> Total time: 1 day, 10:52:28 Eta: 4 days, 22:05:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 10:34:35,625 - Train: 22.80% [285250/1251000] [228.0/1000.0] [batch_t 0.359 (0.512)] [data_t 0.015] [optim_t 0.344] [lr 0.002635] [CE 4.204 (4.310)] [KD 3.420 (3.568)] +2024-10-16 10:34:56,420 - Train: 22.81% [285300/1251000] [228.1/1000.0] [batch_t 0.382 (0.416)] [data_t 0.016] [optim_t 0.367] [lr 0.002635] [CE 3.825 (4.273)] [KD 3.448 (3.570)] +2024-10-16 10:35:19,099 - Train: 22.81% [285350/1251000] [228.1/1000.0] [batch_t 0.430 (0.453)] [data_t 0.015] [optim_t 0.415] [lr 0.002635] [CE 4.570 (4.321)] [KD 3.592 (3.557)] +2024-10-16 10:35:39,895 - Train: 22.81% [285400/1251000] [228.1/1000.0] [batch_t 0.412 (0.416)] [data_t 0.015] [optim_t 0.397] [lr 0.002635] [CE 4.410 (4.284)] [KD 3.604 (3.496)] +2024-10-16 10:36:00,567 - Train: 22.82% [285450/1251000] [228.2/1000.0] [batch_t 0.396 (0.413)] [data_t 0.015] [optim_t 0.381] [lr 0.002635] [CE 4.341 (4.223)] [KD 3.753 (3.540)] +2024-10-16 10:36:21,270 - Train: 22.82% [285500/1251000] [228.2/1000.0] [batch_t 0.462 (0.414)] [data_t 0.015] [optim_t 0.446] [lr 0.002634] [CE 4.588 (4.385)] [KD 3.704 (3.592)] +2024-10-16 10:36:42,432 - Train: 22.83% [285550/1251000] [228.3/1000.0] [batch_t 0.407 (0.423)] [data_t 0.015] [optim_t 0.391] [lr 0.002634] [CE 4.234 (4.273)] [KD 3.677 (3.584)] +2024-10-16 10:37:03,412 - Train: 22.83% [285600/1251000] [228.3/1000.0] [batch_t 0.432 (0.419)] [data_t 0.015] [optim_t 0.417] [lr 0.002634] [CE 4.274 (4.297)] [KD 3.698 (3.586)] +2024-10-16 10:37:24,370 - Train: 22.83% [285650/1251000] [228.3/1000.0] [batch_t 0.419 (0.419)] [data_t 0.015] [optim_t 0.403] [lr 0.002634] [CE 4.804 (4.332)] [KD 3.737 (3.597)] +2024-10-16 10:37:45,696 - Train: 22.84% [285700/1251000] [228.4/1000.0] [batch_t 0.381 (0.426)] [data_t 0.015] [optim_t 0.366] [lr 0.002634] [CE 4.250 (4.316)] [KD 3.604 (3.544)] +2024-10-16 10:38:06,796 - Train: 22.84% [285750/1251000] [228.4/1000.0] [batch_t 0.392 (0.422)] [data_t 0.016] [optim_t 0.376] [lr 0.002634] [CE 4.589 (4.255)] [KD 3.792 (3.565)] +2024-10-16 10:38:28,296 - Train: 22.85% [285800/1251000] [228.5/1000.0] [batch_t 0.432 (0.430)] [data_t 0.015] [optim_t 0.417] [lr 0.002634] [CE 4.319 (4.308)] [KD 3.610 (3.586)] +2024-10-16 10:38:49,412 - Train: 22.85% [285850/1251000] [228.5/1000.0] [batch_t 0.413 (0.422)] [data_t 0.015] [optim_t 0.398] [lr 0.002634] [CE 3.867 (4.259)] [KD 3.290 (3.554)] +2024-10-16 10:39:10,823 - Train: 22.85% [285900/1251000] [228.5/1000.0] [batch_t 0.398 (0.428)] [data_t 0.015] [optim_t 0.382] [lr 0.002633] [CE 3.969 (4.278)] [KD 3.287 (3.559)] +2024-10-16 10:39:32,367 - Train: 22.86% [285950/1251000] [228.6/1000.0] [batch_t 0.404 (0.431)] [data_t 0.015] [optim_t 0.389] [lr 0.002633] [CE 4.355 (4.258)] [KD 3.796 (3.539)] +2024-10-16 10:39:53,778 - Train: 22.86% [286000/1251000] [228.6/1000.0] [batch_t 0.467 (0.428)] [data_t 0.015] [optim_t 0.452] [lr 0.002633] [CE 4.175 (4.309)] [KD 3.555 (3.622)] +2024-10-16 10:40:15,053 - Train: 22.87% [286050/1251000] [228.7/1000.0] [batch_t 0.443 (0.425)] [data_t 0.015] [optim_t 0.428] [lr 0.002633] [CE 4.060 (4.283)] [KD 3.308 (3.580)] +2024-10-16 10:40:36,340 - Train: 22.87% [286100/1251000] [228.7/1000.0] [batch_t 0.398 (0.426)] [data_t 0.015] [optim_t 0.382] [lr 0.002633] [CE 4.073 (4.300)] [KD 3.255 (3.521)] +2024-10-16 10:40:57,633 - Train: 22.87% [286150/1251000] [228.7/1000.0] [batch_t 0.380 (0.426)] [data_t 0.015] [optim_t 0.364] [lr 0.002633] [CE 3.599 (4.241)] [KD 3.210 (3.501)] +2024-10-16 10:41:18,657 - Train: 22.88% [286200/1251000] [228.8/1000.0] [batch_t 0.452 (0.420)] [data_t 0.015] [optim_t 0.436] [lr 0.002633] [CE 4.113 (4.306)] [KD 3.274 (3.550)] +2024-10-16 10:41:39,763 - Train: 22.88% [286250/1251000] [228.8/1000.0] [batch_t 0.523 (0.422)] [data_t 0.016] [optim_t 0.507] [lr 0.002633] [CE 4.824 (4.304)] [KD 3.711 (3.571)] +2024-10-16 10:42:00,920 - Train: 22.89% [286300/1251000] [228.9/1000.0] [batch_t 0.467 (0.423)] [data_t 0.015] [optim_t 0.451] [lr 0.002632] [CE 4.254 (4.327)] [KD 3.390 (3.559)] +2024-10-16 10:42:22,296 - Train: 22.89% [286350/1251000] [228.9/1000.0] [batch_t 0.368 (0.427)] [data_t 0.015] [optim_t 0.353] [lr 0.002632] [CE 4.318 (4.308)] [KD 3.634 (3.548)] +2024-10-16 10:42:43,681 - Train: 22.89% [286400/1251000] [228.9/1000.0] [batch_t 0.418 (0.428)] [data_t 0.015] [optim_t 0.402] [lr 0.002632] [CE 4.581 (4.210)] [KD 3.494 (3.539)] +2024-10-16 10:43:05,250 - Train: 22.90% [286450/1251000] [229.0/1000.0] [batch_t 0.360 (0.431)] [data_t 0.016] [optim_t 0.345] [lr 0.002632] [CE 4.429 (4.307)] [KD 3.709 (3.567)] +2024-10-16 10:43:38,314 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 37317] [top5_cnt 46287] [top_all 50000] +2024-10-16 10:43:38,314 - net: 74.634 (92.574) +2024-10-16 10:43:58,912 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.405)] [top1_cnt 39723] [top5_cnt 47434] [top_all 50000] +2024-10-16 10:43:58,913 - net_E: 79.446 (94.868) +2024-10-16 10:43:59,052 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.510 (epoch: 228)] +2024-10-16 10:43:59,052 - ==> Total time: 1 day, 11:02:07 Eta: 4 days, 21:57:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 10:44:13,201 - Train: 22.90% [286500/1251000] [229.0/1000.0] [batch_t 0.363 (0.602)] [data_t 0.015] [optim_t 0.347] [lr 0.002632] [CE 4.578 (4.333)] [KD 3.472 (3.473)] +2024-10-16 10:44:34,074 - Train: 22.91% [286550/1251000] [229.1/1000.0] [batch_t 0.406 (0.417)] [data_t 0.015] [optim_t 0.391] [lr 0.002632] [CE 4.835 (4.298)] [KD 4.048 (3.526)] +2024-10-16 10:44:55,009 - Train: 22.91% [286600/1251000] [229.1/1000.0] [batch_t 0.358 (0.419)] [data_t 0.015] [optim_t 0.343] [lr 0.002632] [CE 4.487 (4.289)] [KD 3.377 (3.542)] +2024-10-16 10:45:15,748 - Train: 22.91% [286650/1251000] [229.1/1000.0] [batch_t 0.466 (0.415)] [data_t 0.015] [optim_t 0.450] [lr 0.002632] [CE 4.217 (4.252)] [KD 3.438 (3.502)] +2024-10-16 10:45:36,155 - Train: 22.92% [286700/1251000] [229.2/1000.0] [batch_t 0.473 (0.408)] [data_t 0.015] [optim_t 0.458] [lr 0.002631] [CE 4.318 (4.210)] [KD 3.450 (3.545)] +2024-10-16 10:45:56,666 - Train: 22.92% [286750/1251000] [229.2/1000.0] [batch_t 0.432 (0.410)] [data_t 0.015] [optim_t 0.416] [lr 0.002631] [CE 4.162 (4.291)] [KD 3.336 (3.567)] +2024-10-16 10:46:17,750 - Train: 22.93% [286800/1251000] [229.3/1000.0] [batch_t 0.436 (0.422)] [data_t 0.015] [optim_t 0.420] [lr 0.002631] [CE 4.326 (4.300)] [KD 3.427 (3.551)] +2024-10-16 10:46:38,356 - Train: 22.93% [286850/1251000] [229.3/1000.0] [batch_t 0.408 (0.412)] [data_t 0.015] [optim_t 0.393] [lr 0.002631] [CE 4.250 (4.296)] [KD 3.516 (3.581)] +2024-10-16 10:46:59,396 - Train: 22.93% [286900/1251000] [229.3/1000.0] [batch_t 0.413 (0.421)] [data_t 0.015] [optim_t 0.398] [lr 0.002631] [CE 4.201 (4.292)] [KD 3.659 (3.600)] +2024-10-16 10:47:20,677 - Train: 22.94% [286950/1251000] [229.4/1000.0] [batch_t 0.471 (0.426)] [data_t 0.015] [optim_t 0.455] [lr 0.002631] [CE 4.332 (4.328)] [KD 3.785 (3.667)] +2024-10-16 10:47:41,916 - Train: 22.94% [287000/1251000] [229.4/1000.0] [batch_t 0.377 (0.425)] [data_t 0.015] [optim_t 0.361] [lr 0.002631] [CE 3.370 (4.286)] [KD 3.276 (3.631)] +2024-10-16 10:48:02,768 - Train: 22.95% [287050/1251000] [229.5/1000.0] [batch_t 0.414 (0.417)] [data_t 0.015] [optim_t 0.398] [lr 0.002631] [CE 3.671 (4.306)] [KD 3.441 (3.592)] +2024-10-16 10:48:23,753 - Train: 22.95% [287100/1251000] [229.5/1000.0] [batch_t 0.485 (0.420)] [data_t 0.144] [optim_t 0.341] [lr 0.002630] [CE 4.361 (4.371)] [KD 3.535 (3.636)] +2024-10-16 10:48:44,775 - Train: 22.95% [287150/1251000] [229.5/1000.0] [batch_t 0.366 (0.420)] [data_t 0.025] [optim_t 0.341] [lr 0.002630] [CE 4.021 (4.296)] [KD 3.519 (3.574)] +2024-10-16 10:49:05,841 - Train: 22.96% [287200/1251000] [229.6/1000.0] [batch_t 0.485 (0.421)] [data_t 0.015] [optim_t 0.470] [lr 0.002630] [CE 4.340 (4.287)] [KD 3.706 (3.574)] +2024-10-16 10:49:27,929 - Train: 22.96% [287250/1251000] [229.6/1000.0] [batch_t 0.447 (0.442)] [data_t 0.015] [optim_t 0.431] [lr 0.002630] [CE 4.282 (4.268)] [KD 3.553 (3.556)] +2024-10-16 10:49:49,340 - Train: 22.97% [287300/1251000] [229.7/1000.0] [batch_t 0.455 (0.428)] [data_t 0.015] [optim_t 0.440] [lr 0.002630] [CE 4.490 (4.276)] [KD 3.700 (3.596)] +2024-10-16 10:50:10,618 - Train: 22.97% [287350/1251000] [229.7/1000.0] [batch_t 0.450 (0.425)] [data_t 0.015] [optim_t 0.434] [lr 0.002630] [CE 4.549 (4.195)] [KD 3.569 (3.559)] +2024-10-16 10:50:32,165 - Train: 22.97% [287400/1251000] [229.7/1000.0] [batch_t 0.366 (0.431)] [data_t 0.015] [optim_t 0.350] [lr 0.002630] [CE 4.635 (4.281)] [KD 3.731 (3.542)] +2024-10-16 10:50:53,383 - Train: 22.98% [287450/1251000] [229.8/1000.0] [batch_t 0.444 (0.424)] [data_t 0.015] [optim_t 0.429] [lr 0.002630] [CE 4.402 (4.278)] [KD 3.501 (3.555)] +2024-10-16 10:51:14,935 - Train: 22.98% [287500/1251000] [229.8/1000.0] [batch_t 0.495 (0.431)] [data_t 0.015] [optim_t 0.480] [lr 0.002629] [CE 4.924 (4.240)] [KD 3.662 (3.475)] +2024-10-16 10:51:35,856 - Train: 22.99% [287550/1251000] [229.9/1000.0] [batch_t 0.420 (0.418)] [data_t 0.015] [optim_t 0.405] [lr 0.002629] [CE 4.382 (4.308)] [KD 3.588 (3.566)] +2024-10-16 10:51:56,767 - Train: 22.99% [287600/1251000] [229.9/1000.0] [batch_t 0.434 (0.418)] [data_t 0.015] [optim_t 0.419] [lr 0.002629] [CE 4.348 (4.255)] [KD 3.900 (3.567)] +2024-10-16 10:52:17,776 - Train: 22.99% [287650/1251000] [229.9/1000.0] [batch_t 0.418 (0.420)] [data_t 0.015] [optim_t 0.403] [lr 0.002629] [CE 4.811 (4.264)] [KD 3.826 (3.540)] +2024-10-16 10:52:39,168 - Train: 23.00% [287700/1251000] [230.0/1000.0] [batch_t 0.953 (0.428)] [data_t 0.015] [optim_t 0.937] [lr 0.002629] [CE 4.514 (4.339)] [KD 3.497 (3.566)] +2024-10-16 10:53:13,272 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.450)] [top1_cnt 37235] [top5_cnt 46236] [top_all 50000] +2024-10-16 10:53:13,272 - net: 74.470 (92.472) +2024-10-16 10:53:34,696 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 39727] [top5_cnt 47450] [top_all 50000] +2024-10-16 10:53:34,696 - net_E: 79.454 (94.900) +2024-10-16 10:53:34,837 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.510 (epoch: 228)] +2024-10-16 10:53:34,837 - ==> Total time: 1 day, 11:11:43 Eta: 4 days, 21:49:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 10:53:49,095 - Train: 23.00% [287750/1251000] [230.0/1000.0] [batch_t 0.360 (0.636)] [data_t 0.016] [optim_t 0.345] [lr 0.002629] [CE 4.305 (4.274)] [KD 3.573 (3.538)] +2024-10-16 10:54:09,707 - Train: 23.01% [287800/1251000] [230.1/1000.0] [batch_t 0.456 (0.412)] [data_t 0.016] [optim_t 0.440] [lr 0.002629] [CE 4.700 (4.323)] [KD 3.705 (3.556)] +2024-10-16 10:54:31,763 - Train: 23.01% [287850/1251000] [230.1/1000.0] [batch_t 0.467 (0.441)] [data_t 0.015] [optim_t 0.452] [lr 0.002629] [CE 4.147 (4.254)] [KD 3.533 (3.532)] +2024-10-16 10:54:53,949 - Train: 23.01% [287900/1251000] [230.1/1000.0] [batch_t 0.490 (0.444)] [data_t 0.015] [optim_t 0.475] [lr 0.002628] [CE 4.221 (4.298)] [KD 3.460 (3.532)] +2024-10-16 10:55:15,593 - Train: 23.02% [287950/1251000] [230.2/1000.0] [batch_t 0.488 (0.433)] [data_t 0.016] [optim_t 0.472] [lr 0.002628] [CE 4.353 (4.338)] [KD 3.481 (3.578)] +2024-10-16 10:55:36,274 - Train: 23.02% [288000/1251000] [230.2/1000.0] [batch_t 0.361 (0.413)] [data_t 0.015] [optim_t 0.346] [lr 0.002628] [CE 4.252 (4.353)] [KD 3.442 (3.562)] +2024-10-16 10:55:56,437 - Train: 23.03% [288050/1251000] [230.3/1000.0] [batch_t 0.408 (0.403)] [data_t 0.015] [optim_t 0.393] [lr 0.002628] [CE 4.850 (4.245)] [KD 3.683 (3.477)] +2024-10-16 10:56:16,707 - Train: 23.03% [288100/1251000] [230.3/1000.0] [batch_t 0.417 (0.405)] [data_t 0.015] [optim_t 0.401] [lr 0.002628] [CE 4.595 (4.213)] [KD 3.715 (3.511)] +2024-10-16 10:56:38,562 - Train: 23.03% [288150/1251000] [230.3/1000.0] [batch_t 0.411 (0.437)] [data_t 0.015] [optim_t 0.396] [lr 0.002628] [CE 4.498 (4.247)] [KD 3.440 (3.545)] +2024-10-16 10:57:00,944 - Train: 23.04% [288200/1251000] [230.4/1000.0] [batch_t 0.448 (0.448)] [data_t 0.015] [optim_t 0.433] [lr 0.002628] [CE 4.478 (4.304)] [KD 3.573 (3.582)] +2024-10-16 10:57:21,374 - Train: 23.04% [288250/1251000] [230.4/1000.0] [batch_t 0.379 (0.408)] [data_t 0.015] [optim_t 0.364] [lr 0.002628] [CE 4.933 (4.278)] [KD 3.899 (3.519)] +2024-10-16 10:57:41,762 - Train: 23.05% [288300/1251000] [230.5/1000.0] [batch_t 0.439 (0.408)] [data_t 0.015] [optim_t 0.424] [lr 0.002628] [CE 4.278 (4.290)] [KD 3.686 (3.637)] +2024-10-16 10:58:02,586 - Train: 23.05% [288350/1251000] [230.5/1000.0] [batch_t 0.443 (0.416)] [data_t 0.015] [optim_t 0.427] [lr 0.002627] [CE 4.074 (4.303)] [KD 3.205 (3.584)] +2024-10-16 10:58:24,467 - Train: 23.05% [288400/1251000] [230.5/1000.0] [batch_t 0.449 (0.437)] [data_t 0.016] [optim_t 0.433] [lr 0.002627] [CE 4.413 (4.315)] [KD 3.556 (3.582)] +2024-10-16 10:58:45,651 - Train: 23.06% [288450/1251000] [230.6/1000.0] [batch_t 0.402 (0.424)] [data_t 0.015] [optim_t 0.387] [lr 0.002627] [CE 4.259 (4.327)] [KD 3.555 (3.553)] +2024-10-16 10:59:06,241 - Train: 23.06% [288500/1251000] [230.6/1000.0] [batch_t 0.363 (0.412)] [data_t 0.016] [optim_t 0.347] [lr 0.002627] [CE 4.090 (4.274)] [KD 3.328 (3.566)] +2024-10-16 10:59:27,213 - Train: 23.07% [288550/1251000] [230.7/1000.0] [batch_t 0.417 (0.419)] [data_t 0.016] [optim_t 0.401] [lr 0.002627] [CE 4.592 (4.270)] [KD 3.620 (3.577)] +2024-10-16 10:59:48,359 - Train: 23.07% [288600/1251000] [230.7/1000.0] [batch_t 0.478 (0.423)] [data_t 0.016] [optim_t 0.462] [lr 0.002627] [CE 4.458 (4.202)] [KD 3.567 (3.511)] +2024-10-16 11:00:09,570 - Train: 23.07% [288650/1251000] [230.7/1000.0] [batch_t 0.431 (0.424)] [data_t 0.015] [optim_t 0.415] [lr 0.002627] [CE 4.482 (4.276)] [KD 3.697 (3.518)] +2024-10-16 11:00:30,910 - Train: 23.08% [288700/1251000] [230.8/1000.0] [batch_t 0.360 (0.427)] [data_t 0.015] [optim_t 0.345] [lr 0.002627] [CE 3.739 (4.262)] [KD 3.341 (3.578)] +2024-10-16 11:00:52,126 - Train: 23.08% [288750/1251000] [230.8/1000.0] [batch_t 0.405 (0.424)] [data_t 0.015] [optim_t 0.390] [lr 0.002626] [CE 3.993 (4.148)] [KD 3.407 (3.482)] +2024-10-16 11:01:13,276 - Train: 23.09% [288800/1251000] [230.9/1000.0] [batch_t 0.465 (0.423)] [data_t 0.015] [optim_t 0.450] [lr 0.002626] [CE 4.538 (4.320)] [KD 3.574 (3.620)] +2024-10-16 11:01:34,441 - Train: 23.09% [288850/1251000] [230.9/1000.0] [batch_t 0.372 (0.423)] [data_t 0.015] [optim_t 0.357] [lr 0.002626] [CE 4.434 (4.251)] [KD 3.717 (3.506)] +2024-10-16 11:01:55,426 - Train: 23.09% [288900/1251000] [230.9/1000.0] [batch_t 0.372 (0.420)] [data_t 0.016] [optim_t 0.357] [lr 0.002626] [CE 4.762 (4.315)] [KD 3.758 (3.576)] +2024-10-16 11:02:16,527 - Train: 23.10% [288950/1251000] [231.0/1000.0] [batch_t 0.384 (0.422)] [data_t 0.016] [optim_t 0.368] [lr 0.002626] [CE 4.362 (4.319)] [KD 3.560 (3.640)] +2024-10-16 11:02:50,519 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.429)] [top1_cnt 37486] [top5_cnt 46380] [top_all 50000] +2024-10-16 11:02:50,519 - net: 74.972 (92.760) +2024-10-16 11:03:11,357 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 39743] [top5_cnt 47456] [top_all 50000] +2024-10-16 11:03:11,357 - net_E: 79.486 (94.912) +2024-10-16 11:03:11,523 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.510 (epoch: 228)] +2024-10-16 11:03:11,523 - ==> Total time: 1 day, 11:21:20 Eta: 4 days, 21:41:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 11:03:24,396 - Train: 23.10% [289000/1251000] [231.0/1000.0] [batch_t 0.362 (0.592)] [data_t 0.015] [optim_t 0.347] [lr 0.002626] [CE 4.256 (4.159)] [KD 3.551 (3.484)] +2024-10-16 11:03:44,503 - Train: 23.11% [289050/1251000] [231.1/1000.0] [batch_t 0.428 (0.402)] [data_t 0.082] [optim_t 0.346] [lr 0.002626] [CE 3.922 (4.259)] [KD 3.423 (3.564)] +2024-10-16 11:04:05,772 - Train: 23.11% [289100/1251000] [231.1/1000.0] [batch_t 0.442 (0.425)] [data_t 0.096] [optim_t 0.345] [lr 0.002626] [CE 4.093 (4.223)] [KD 3.683 (3.501)] +2024-10-16 11:04:26,846 - Train: 23.11% [289150/1251000] [231.1/1000.0] [batch_t 0.439 (0.421)] [data_t 0.097] [optim_t 0.342] [lr 0.002625] [CE 4.846 (4.298)] [KD 3.603 (3.556)] +2024-10-16 11:04:47,700 - Train: 23.12% [289200/1251000] [231.2/1000.0] [batch_t 0.422 (0.417)] [data_t 0.074] [optim_t 0.348] [lr 0.002625] [CE 4.586 (4.226)] [KD 3.753 (3.533)] +2024-10-16 11:05:08,513 - Train: 23.12% [289250/1251000] [231.2/1000.0] [batch_t 0.408 (0.416)] [data_t 0.066] [optim_t 0.342] [lr 0.002625] [CE 3.988 (4.281)] [KD 3.461 (3.504)] +2024-10-16 11:05:29,570 - Train: 23.13% [289300/1251000] [231.3/1000.0] [batch_t 0.403 (0.421)] [data_t 0.016] [optim_t 0.387] [lr 0.002625] [CE 4.343 (4.266)] [KD 3.700 (3.532)] +2024-10-16 11:05:50,657 - Train: 23.13% [289350/1251000] [231.3/1000.0] [batch_t 0.379 (0.422)] [data_t 0.015] [optim_t 0.364] [lr 0.002625] [CE 4.179 (4.301)] [KD 3.627 (3.551)] +2024-10-16 11:06:12,073 - Train: 23.13% [289400/1251000] [231.3/1000.0] [batch_t 0.439 (0.428)] [data_t 0.015] [optim_t 0.423] [lr 0.002625] [CE 4.884 (4.368)] [KD 3.742 (3.589)] +2024-10-16 11:06:33,187 - Train: 23.14% [289450/1251000] [231.4/1000.0] [batch_t 0.391 (0.422)] [data_t 0.016] [optim_t 0.376] [lr 0.002625] [CE 4.037 (4.256)] [KD 3.498 (3.508)] +2024-10-16 11:06:54,297 - Train: 23.14% [289500/1251000] [231.4/1000.0] [batch_t 0.392 (0.422)] [data_t 0.015] [optim_t 0.376] [lr 0.002625] [CE 4.355 (4.297)] [KD 3.819 (3.583)] +2024-10-16 11:07:14,936 - Train: 23.15% [289550/1251000] [231.5/1000.0] [batch_t 0.468 (0.413)] [data_t 0.015] [optim_t 0.452] [lr 0.002624] [CE 4.237 (4.285)] [KD 3.763 (3.581)] +2024-10-16 11:07:35,762 - Train: 23.15% [289600/1251000] [231.5/1000.0] [batch_t 0.362 (0.416)] [data_t 0.016] [optim_t 0.346] [lr 0.002624] [CE 4.089 (4.239)] [KD 3.476 (3.557)] +2024-10-16 11:07:56,570 - Train: 23.15% [289650/1251000] [231.5/1000.0] [batch_t 0.417 (0.416)] [data_t 0.015] [optim_t 0.401] [lr 0.002624] [CE 3.955 (4.286)] [KD 3.564 (3.585)] +2024-10-16 11:08:17,384 - Train: 23.16% [289700/1251000] [231.6/1000.0] [batch_t 0.402 (0.416)] [data_t 0.015] [optim_t 0.387] [lr 0.002624] [CE 4.071 (4.292)] [KD 3.731 (3.541)] +2024-10-16 11:08:38,127 - Train: 23.16% [289750/1251000] [231.6/1000.0] [batch_t 0.417 (0.415)] [data_t 0.015] [optim_t 0.402] [lr 0.002624] [CE 4.292 (4.276)] [KD 3.781 (3.540)] +2024-10-16 11:08:59,221 - Train: 23.17% [289800/1251000] [231.7/1000.0] [batch_t 0.414 (0.422)] [data_t 0.015] [optim_t 0.399] [lr 0.002624] [CE 4.078 (4.408)] [KD 3.532 (3.635)] +2024-10-16 11:09:20,480 - Train: 23.17% [289850/1251000] [231.7/1000.0] [batch_t 0.363 (0.425)] [data_t 0.016] [optim_t 0.347] [lr 0.002624] [CE 4.334 (4.288)] [KD 3.443 (3.567)] +2024-10-16 11:09:41,317 - Train: 23.17% [289900/1251000] [231.7/1000.0] [batch_t 0.416 (0.417)] [data_t 0.016] [optim_t 0.400] [lr 0.002624] [CE 4.254 (4.335)] [KD 3.487 (3.565)] +2024-10-16 11:10:02,259 - Train: 23.18% [289950/1251000] [231.8/1000.0] [batch_t 0.361 (0.419)] [data_t 0.016] [optim_t 0.346] [lr 0.002623] [CE 4.294 (4.299)] [KD 3.652 (3.563)] +2024-10-16 11:10:23,454 - Train: 23.18% [290000/1251000] [231.8/1000.0] [batch_t 0.436 (0.424)] [data_t 0.016] [optim_t 0.421] [lr 0.002623] [CE 4.711 (4.270)] [KD 3.631 (3.636)] +2024-10-16 11:10:44,867 - Train: 23.19% [290050/1251000] [231.9/1000.0] [batch_t 0.363 (0.428)] [data_t 0.015] [optim_t 0.348] [lr 0.002623] [CE 4.236 (4.244)] [KD 3.597 (3.546)] +2024-10-16 11:11:05,014 - Train: 23.19% [290100/1251000] [231.9/1000.0] [batch_t 0.396 (0.403)] [data_t 0.016] [optim_t 0.381] [lr 0.002623] [CE 4.240 (4.325)] [KD 3.709 (3.558)] +2024-10-16 11:11:26,514 - Train: 23.19% [290150/1251000] [231.9/1000.0] [batch_t 0.436 (0.430)] [data_t 0.016] [optim_t 0.421] [lr 0.002623] [CE 4.386 (4.308)] [KD 3.662 (3.585)] +2024-10-16 11:11:47,374 - Train: 23.20% [290200/1251000] [232.0/1000.0] [batch_t 0.412 (0.417)] [data_t 0.015] [optim_t 0.396] [lr 0.002623] [CE 4.329 (4.229)] [KD 3.620 (3.490)] +2024-10-16 11:12:21,205 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 37361] [top5_cnt 46263] [top_all 50000] +2024-10-16 11:12:21,206 - net: 74.722 (92.526) +2024-10-16 11:12:42,516 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 39753] [top5_cnt 47456] [top_all 50000] +2024-10-16 11:12:42,517 - net_E: 79.506 (94.912) +2024-10-16 11:12:42,682 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.510 (epoch: 228)] +2024-10-16 11:12:42,682 - ==> Total time: 1 day, 11:30:51 Eta: 4 days, 21:33:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 11:12:55,871 - Train: 23.20% [290250/1251000] [232.0/1000.0] [batch_t 0.361 (0.648)] [data_t 0.016] [optim_t 0.345] [lr 0.002623] [CE 3.744 (4.261)] [KD 3.253 (3.462)] +2024-10-16 11:13:16,543 - Train: 23.21% [290300/1251000] [232.1/1000.0] [batch_t 0.454 (0.413)] [data_t 0.016] [optim_t 0.439] [lr 0.002623] [CE 3.736 (4.267)] [KD 3.202 (3.511)] +2024-10-16 11:13:38,210 - Train: 23.21% [290350/1251000] [232.1/1000.0] [batch_t 0.375 (0.433)] [data_t 0.016] [optim_t 0.360] [lr 0.002622] [CE 3.701 (4.237)] [KD 3.374 (3.512)] +2024-10-16 11:13:58,942 - Train: 23.21% [290400/1251000] [232.1/1000.0] [batch_t 0.361 (0.415)] [data_t 0.015] [optim_t 0.346] [lr 0.002622] [CE 4.356 (4.275)] [KD 3.638 (3.475)] +2024-10-16 11:14:19,936 - Train: 23.22% [290450/1251000] [232.2/1000.0] [batch_t 0.853 (0.420)] [data_t 0.015] [optim_t 0.838] [lr 0.002622] [CE 4.501 (4.320)] [KD 3.452 (3.531)] +2024-10-16 11:14:40,339 - Train: 23.22% [290500/1251000] [232.2/1000.0] [batch_t 0.390 (0.408)] [data_t 0.015] [optim_t 0.375] [lr 0.002622] [CE 4.795 (4.277)] [KD 3.859 (3.601)] +2024-10-16 11:15:00,614 - Train: 23.23% [290550/1251000] [232.3/1000.0] [batch_t 0.415 (0.405)] [data_t 0.022] [optim_t 0.393] [lr 0.002622] [CE 4.446 (4.288)] [KD 3.554 (3.525)] +2024-10-16 11:15:21,334 - Train: 23.23% [290600/1251000] [232.3/1000.0] [batch_t 0.388 (0.414)] [data_t 0.016] [optim_t 0.373] [lr 0.002622] [CE 4.183 (4.182)] [KD 3.541 (3.510)] +2024-10-16 11:15:42,144 - Train: 23.23% [290650/1251000] [232.3/1000.0] [batch_t 0.396 (0.416)] [data_t 0.054] [optim_t 0.342] [lr 0.002622] [CE 4.312 (4.223)] [KD 3.347 (3.531)] +2024-10-16 11:16:03,022 - Train: 23.24% [290700/1251000] [232.4/1000.0] [batch_t 0.444 (0.417)] [data_t 0.099] [optim_t 0.344] [lr 0.002622] [CE 4.384 (4.254)] [KD 3.575 (3.534)] +2024-10-16 11:16:24,187 - Train: 23.24% [290750/1251000] [232.4/1000.0] [batch_t 0.366 (0.423)] [data_t 0.015] [optim_t 0.351] [lr 0.002621] [CE 4.079 (4.303)] [KD 3.380 (3.522)] +2024-10-16 11:16:44,886 - Train: 23.25% [290800/1251000] [232.5/1000.0] [batch_t 0.485 (0.414)] [data_t 0.105] [optim_t 0.380] [lr 0.002621] [CE 4.349 (4.341)] [KD 3.590 (3.556)] +2024-10-16 11:17:05,518 - Train: 23.25% [290850/1251000] [232.5/1000.0] [batch_t 0.406 (0.413)] [data_t 0.015] [optim_t 0.390] [lr 0.002621] [CE 3.935 (4.280)] [KD 3.300 (3.537)] +2024-10-16 11:17:26,350 - Train: 23.25% [290900/1251000] [232.5/1000.0] [batch_t 0.446 (0.417)] [data_t 0.015] [optim_t 0.431] [lr 0.002621] [CE 4.321 (4.321)] [KD 3.450 (3.533)] +2024-10-16 11:17:47,523 - Train: 23.26% [290950/1251000] [232.6/1000.0] [batch_t 0.461 (0.423)] [data_t 0.016] [optim_t 0.445] [lr 0.002621] [CE 4.327 (4.281)] [KD 3.480 (3.552)] +2024-10-16 11:18:09,215 - Train: 23.26% [291000/1251000] [232.6/1000.0] [batch_t 0.458 (0.434)] [data_t 0.015] [optim_t 0.443] [lr 0.002621] [CE 4.558 (4.287)] [KD 3.529 (3.521)] +2024-10-16 11:18:30,128 - Train: 23.27% [291050/1251000] [232.7/1000.0] [batch_t 0.493 (0.418)] [data_t 0.015] [optim_t 0.478] [lr 0.002621] [CE 4.059 (4.247)] [KD 3.531 (3.531)] +2024-10-16 11:18:52,142 - Train: 23.27% [291100/1251000] [232.7/1000.0] [batch_t 0.390 (0.440)] [data_t 0.015] [optim_t 0.374] [lr 0.002621] [CE 4.311 (4.254)] [KD 3.344 (3.536)] +2024-10-16 11:19:13,648 - Train: 23.27% [291150/1251000] [232.7/1000.0] [batch_t 0.436 (0.430)] [data_t 0.015] [optim_t 0.420] [lr 0.002620] [CE 3.894 (4.224)] [KD 3.341 (3.529)] +2024-10-16 11:19:35,572 - Train: 23.28% [291200/1251000] [232.8/1000.0] [batch_t 0.378 (0.438)] [data_t 0.015] [optim_t 0.363] [lr 0.002620] [CE 4.340 (4.282)] [KD 3.397 (3.562)] +2024-10-16 11:19:57,499 - Train: 23.28% [291250/1251000] [232.8/1000.0] [batch_t 0.457 (0.438)] [data_t 0.015] [optim_t 0.442] [lr 0.002620] [CE 4.145 (4.264)] [KD 3.404 (3.496)] +2024-10-16 11:20:19,248 - Train: 23.29% [291300/1251000] [232.9/1000.0] [batch_t 0.416 (0.435)] [data_t 0.015] [optim_t 0.400] [lr 0.002620] [CE 4.312 (4.294)] [KD 3.485 (3.552)] +2024-10-16 11:20:39,885 - Train: 23.29% [291350/1251000] [232.9/1000.0] [batch_t 0.414 (0.413)] [data_t 0.016] [optim_t 0.399] [lr 0.002620] [CE 4.214 (4.214)] [KD 3.410 (3.533)] +2024-10-16 11:21:00,095 - Train: 23.29% [291400/1251000] [232.9/1000.0] [batch_t 0.439 (0.404)] [data_t 0.015] [optim_t 0.424] [lr 0.002620] [CE 3.937 (4.272)] [KD 3.417 (3.497)] +2024-10-16 11:21:21,097 - Train: 23.30% [291450/1251000] [233.0/1000.0] [batch_t 0.432 (0.420)] [data_t 0.016] [optim_t 0.416] [lr 0.002620] [CE 4.453 (4.277)] [KD 3.611 (3.587)] +2024-10-16 11:21:56,091 - Test (net): 100.00% [50/50] [batch_t 0.134 (0.429)] [top1_cnt 37261] [top5_cnt 46284] [top_all 50000] +2024-10-16 11:21:56,092 - net: 74.522 (92.568) +2024-10-16 11:22:17,769 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 39731] [top5_cnt 47468] [top_all 50000] +2024-10-16 11:22:17,770 - net_E: 79.462 (94.936) +2024-10-16 11:22:17,929 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.510 (epoch: 228)] +2024-10-16 11:22:17,930 - ==> Total time: 1 day, 11:40:26 Eta: 4 days, 21:26:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 11:22:30,193 - Train: 23.30% [291500/1251000] [233.0/1000.0] [batch_t 0.362 (0.617)] [data_t 0.015] [optim_t 0.347] [lr 0.002620] [CE 4.264 (4.189)] [KD 3.500 (3.458)] +2024-10-16 11:22:49,884 - Train: 23.31% [291550/1251000] [233.1/1000.0] [batch_t 0.451 (0.394)] [data_t 0.109] [optim_t 0.342] [lr 0.002619] [CE 3.875 (4.315)] [KD 3.480 (3.564)] +2024-10-16 11:23:10,652 - Train: 23.31% [291600/1251000] [233.1/1000.0] [batch_t 0.360 (0.415)] [data_t 0.015] [optim_t 0.345] [lr 0.002619] [CE 4.065 (4.290)] [KD 3.465 (3.603)] +2024-10-16 11:23:31,948 - Train: 23.31% [291650/1251000] [233.1/1000.0] [batch_t 0.389 (0.426)] [data_t 0.015] [optim_t 0.373] [lr 0.002619] [CE 4.157 (4.295)] [KD 3.276 (3.552)] +2024-10-16 11:23:52,895 - Train: 23.32% [291700/1251000] [233.2/1000.0] [batch_t 0.419 (0.419)] [data_t 0.016] [optim_t 0.403] [lr 0.002619] [CE 4.703 (4.288)] [KD 3.591 (3.582)] +2024-10-16 11:24:13,837 - Train: 23.32% [291750/1251000] [233.2/1000.0] [batch_t 0.416 (0.419)] [data_t 0.015] [optim_t 0.400] [lr 0.002619] [CE 4.267 (4.319)] [KD 3.630 (3.553)] +2024-10-16 11:24:34,900 - Train: 23.33% [291800/1251000] [233.3/1000.0] [batch_t 0.409 (0.421)] [data_t 0.016] [optim_t 0.394] [lr 0.002619] [CE 3.440 (4.294)] [KD 3.113 (3.548)] +2024-10-16 11:24:56,487 - Train: 23.33% [291850/1251000] [233.3/1000.0] [batch_t 0.488 (0.432)] [data_t 0.015] [optim_t 0.473] [lr 0.002619] [CE 4.619 (4.297)] [KD 3.500 (3.536)] +2024-10-16 11:25:17,572 - Train: 23.33% [291900/1251000] [233.3/1000.0] [batch_t 0.443 (0.422)] [data_t 0.015] [optim_t 0.428] [lr 0.002619] [CE 4.129 (4.235)] [KD 3.522 (3.552)] +2024-10-16 11:25:38,435 - Train: 23.34% [291950/1251000] [233.4/1000.0] [batch_t 0.416 (0.417)] [data_t 0.015] [optim_t 0.401] [lr 0.002618] [CE 3.462 (4.264)] [KD 3.228 (3.537)] +2024-10-16 11:25:59,428 - Train: 23.34% [292000/1251000] [233.4/1000.0] [batch_t 0.408 (0.420)] [data_t 0.016] [optim_t 0.392] [lr 0.002618] [CE 3.895 (4.316)] [KD 3.328 (3.546)] +2024-10-16 11:26:21,033 - Train: 23.35% [292050/1251000] [233.5/1000.0] [batch_t 0.434 (0.432)] [data_t 0.015] [optim_t 0.418] [lr 0.002618] [CE 4.459 (4.307)] [KD 3.553 (3.583)] +2024-10-16 11:26:42,431 - Train: 23.35% [292100/1251000] [233.5/1000.0] [batch_t 0.415 (0.428)] [data_t 0.015] [optim_t 0.399] [lr 0.002618] [CE 3.912 (4.314)] [KD 3.562 (3.601)] +2024-10-16 11:27:03,221 - Train: 23.35% [292150/1251000] [233.5/1000.0] [batch_t 0.405 (0.416)] [data_t 0.015] [optim_t 0.390] [lr 0.002618] [CE 4.537 (4.273)] [KD 3.795 (3.545)] +2024-10-16 11:27:24,119 - Train: 23.36% [292200/1251000] [233.6/1000.0] [batch_t 0.444 (0.418)] [data_t 0.015] [optim_t 0.429] [lr 0.002618] [CE 4.210 (4.275)] [KD 3.534 (3.522)] +2024-10-16 11:27:45,307 - Train: 23.36% [292250/1251000] [233.6/1000.0] [batch_t 0.416 (0.424)] [data_t 0.015] [optim_t 0.400] [lr 0.002618] [CE 4.693 (4.264)] [KD 3.658 (3.533)] +2024-10-16 11:28:07,252 - Train: 23.37% [292300/1251000] [233.7/1000.0] [batch_t 0.366 (0.439)] [data_t 0.015] [optim_t 0.351] [lr 0.002618] [CE 4.156 (4.311)] [KD 3.503 (3.588)] +2024-10-16 11:28:28,918 - Train: 23.37% [292350/1251000] [233.7/1000.0] [batch_t 0.472 (0.433)] [data_t 0.015] [optim_t 0.457] [lr 0.002617] [CE 4.315 (4.278)] [KD 3.702 (3.542)] +2024-10-16 11:28:50,796 - Train: 23.37% [292400/1251000] [233.7/1000.0] [batch_t 0.440 (0.437)] [data_t 0.015] [optim_t 0.425] [lr 0.002617] [CE 4.047 (4.327)] [KD 3.528 (3.593)] +2024-10-16 11:29:10,600 - Train: 23.38% [292450/1251000] [233.8/1000.0] [batch_t 0.384 (0.396)] [data_t 0.015] [optim_t 0.369] [lr 0.002617] [CE 4.300 (4.299)] [KD 3.816 (3.563)] +2024-10-16 11:29:31,596 - Train: 23.38% [292500/1251000] [233.8/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.002617] [CE 4.525 (4.231)] [KD 3.611 (3.562)] +2024-10-16 11:29:51,827 - Train: 23.39% [292550/1251000] [233.9/1000.0] [batch_t 0.359 (0.404)] [data_t 0.016] [optim_t 0.344] [lr 0.002617] [CE 4.500 (4.332)] [KD 3.747 (3.562)] +2024-10-16 11:30:14,262 - Train: 23.39% [292600/1251000] [233.9/1000.0] [batch_t 0.401 (0.449)] [data_t 0.015] [optim_t 0.386] [lr 0.002617] [CE 4.210 (4.236)] [KD 3.427 (3.520)] +2024-10-16 11:30:36,343 - Train: 23.39% [292650/1251000] [233.9/1000.0] [batch_t 0.407 (0.442)] [data_t 0.016] [optim_t 0.392] [lr 0.002617] [CE 3.853 (4.330)] [KD 3.411 (3.617)] +2024-10-16 11:30:58,190 - Train: 23.40% [292700/1251000] [234.0/1000.0] [batch_t 0.379 (0.437)] [data_t 0.016] [optim_t 0.363] [lr 0.002617] [CE 4.322 (4.293)] [KD 3.843 (3.580)] +2024-10-16 11:31:32,787 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 37158] [top5_cnt 46142] [top_all 50000] +2024-10-16 11:31:32,788 - net: 74.316 (92.284) +2024-10-16 11:31:53,571 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.408)] [top1_cnt 39774] [top5_cnt 47474] [top_all 50000] +2024-10-16 11:31:53,571 - net_E: 79.548 (94.948) +2024-10-16 11:31:53,734 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.548 (epoch: 234)] +2024-10-16 11:31:53,735 - ==> Total time: 1 day, 11:50:02 Eta: 4 days, 21:18:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 11:32:07,243 - Train: 23.40% [292750/1251000] [234.0/1000.0] [batch_t 0.365 (0.544)] [data_t 0.016] [optim_t 0.349] [lr 0.002616] [CE 3.944 (4.256)] [KD 3.265 (3.527)] +2024-10-16 11:32:27,652 - Train: 23.41% [292800/1251000] [234.1/1000.0] [batch_t 0.559 (0.408)] [data_t 0.016] [optim_t 0.543] [lr 0.002616] [CE 4.126 (4.280)] [KD 3.466 (3.564)] +2024-10-16 11:32:50,011 - Train: 23.41% [292850/1251000] [234.1/1000.0] [batch_t 0.483 (0.447)] [data_t 0.015] [optim_t 0.468] [lr 0.002616] [CE 4.210 (4.231)] [KD 3.483 (3.533)] +2024-10-16 11:33:11,321 - Train: 23.41% [292900/1251000] [234.1/1000.0] [batch_t 0.389 (0.426)] [data_t 0.016] [optim_t 0.374] [lr 0.002616] [CE 4.326 (4.273)] [KD 3.712 (3.589)] +2024-10-16 11:33:32,743 - Train: 23.42% [292950/1251000] [234.2/1000.0] [batch_t 0.392 (0.428)] [data_t 0.016] [optim_t 0.376] [lr 0.002616] [CE 4.310 (4.296)] [KD 3.581 (3.503)] +2024-10-16 11:33:53,815 - Train: 23.42% [293000/1251000] [234.2/1000.0] [batch_t 0.380 (0.421)] [data_t 0.016] [optim_t 0.364] [lr 0.002616] [CE 4.080 (4.298)] [KD 3.246 (3.580)] +2024-10-16 11:34:14,927 - Train: 23.43% [293050/1251000] [234.3/1000.0] [batch_t 0.377 (0.422)] [data_t 0.016] [optim_t 0.361] [lr 0.002616] [CE 4.587 (4.275)] [KD 3.651 (3.542)] +2024-10-16 11:34:36,132 - Train: 23.43% [293100/1251000] [234.3/1000.0] [batch_t 0.417 (0.424)] [data_t 0.015] [optim_t 0.402] [lr 0.002616] [CE 4.831 (4.251)] [KD 3.749 (3.511)] +2024-10-16 11:34:57,904 - Train: 23.43% [293150/1251000] [234.3/1000.0] [batch_t 0.417 (0.435)] [data_t 0.016] [optim_t 0.402] [lr 0.002615] [CE 4.181 (4.279)] [KD 3.435 (3.460)] +2024-10-16 11:35:19,347 - Train: 23.44% [293200/1251000] [234.4/1000.0] [batch_t 0.495 (0.429)] [data_t 0.015] [optim_t 0.479] [lr 0.002615] [CE 4.354 (4.326)] [KD 3.232 (3.518)] +2024-10-16 11:35:40,682 - Train: 23.44% [293250/1251000] [234.4/1000.0] [batch_t 0.468 (0.427)] [data_t 0.015] [optim_t 0.453] [lr 0.002615] [CE 4.371 (4.246)] [KD 3.539 (3.468)] +2024-10-16 11:36:02,255 - Train: 23.45% [293300/1251000] [234.5/1000.0] [batch_t 0.384 (0.431)] [data_t 0.016] [optim_t 0.369] [lr 0.002615] [CE 4.404 (4.289)] [KD 3.720 (3.549)] +2024-10-16 11:36:23,426 - Train: 23.45% [293350/1251000] [234.5/1000.0] [batch_t 0.408 (0.423)] [data_t 0.015] [optim_t 0.393] [lr 0.002615] [CE 4.446 (4.358)] [KD 3.535 (3.594)] +2024-10-16 11:36:45,158 - Train: 23.45% [293400/1251000] [234.5/1000.0] [batch_t 0.361 (0.435)] [data_t 0.015] [optim_t 0.345] [lr 0.002615] [CE 4.518 (4.204)] [KD 3.766 (3.589)] +2024-10-16 11:37:06,866 - Train: 23.46% [293450/1251000] [234.6/1000.0] [batch_t 0.455 (0.434)] [data_t 0.015] [optim_t 0.439] [lr 0.002615] [CE 4.459 (4.310)] [KD 3.463 (3.543)] +2024-10-16 11:37:28,649 - Train: 23.46% [293500/1251000] [234.6/1000.0] [batch_t 0.496 (0.436)] [data_t 0.015] [optim_t 0.480] [lr 0.002615] [CE 4.097 (4.325)] [KD 3.313 (3.572)] +2024-10-16 11:37:50,515 - Train: 23.47% [293550/1251000] [234.7/1000.0] [batch_t 0.493 (0.437)] [data_t 0.015] [optim_t 0.478] [lr 0.002614] [CE 4.147 (4.197)] [KD 3.404 (3.495)] +2024-10-16 11:38:12,126 - Train: 23.47% [293600/1251000] [234.7/1000.0] [batch_t 0.478 (0.432)] [data_t 0.015] [optim_t 0.463] [lr 0.002614] [CE 4.612 (4.305)] [KD 3.824 (3.556)] +2024-10-16 11:38:33,908 - Train: 23.47% [293650/1251000] [234.7/1000.0] [batch_t 0.449 (0.436)] [data_t 0.015] [optim_t 0.433] [lr 0.002614] [CE 4.585 (4.333)] [KD 3.809 (3.600)] +2024-10-16 11:38:55,367 - Train: 23.48% [293700/1251000] [234.8/1000.0] [batch_t 0.466 (0.429)] [data_t 0.015] [optim_t 0.450] [lr 0.002614] [CE 4.102 (4.281)] [KD 3.430 (3.611)] +2024-10-16 11:39:16,688 - Train: 23.48% [293750/1251000] [234.8/1000.0] [batch_t 0.503 (0.426)] [data_t 0.015] [optim_t 0.488] [lr 0.002614] [CE 3.965 (4.312)] [KD 3.256 (3.584)] +2024-10-16 11:39:37,712 - Train: 23.49% [293800/1251000] [234.9/1000.0] [batch_t 0.503 (0.420)] [data_t 0.015] [optim_t 0.487] [lr 0.002614] [CE 4.190 (4.299)] [KD 3.564 (3.575)] +2024-10-16 11:39:59,280 - Train: 23.49% [293850/1251000] [234.9/1000.0] [batch_t 0.454 (0.431)] [data_t 0.015] [optim_t 0.438] [lr 0.002614] [CE 4.688 (4.285)] [KD 3.703 (3.553)] +2024-10-16 11:40:19,922 - Train: 23.49% [293900/1251000] [234.9/1000.0] [batch_t 0.413 (0.413)] [data_t 0.015] [optim_t 0.398] [lr 0.002614] [CE 4.486 (4.241)] [KD 3.541 (3.529)] +2024-10-16 11:40:41,692 - Train: 23.50% [293950/1251000] [235.0/1000.0] [batch_t 0.379 (0.435)] [data_t 0.016] [optim_t 0.363] [lr 0.002613] [CE 4.235 (4.254)] [KD 3.410 (3.559)] +2024-10-16 11:41:18,244 - Test (net): 100.00% [50/50] [batch_t 0.141 (0.444)] [top1_cnt 37248] [top5_cnt 46283] [top_all 50000] +2024-10-16 11:41:18,245 - net: 74.496 (92.566) +2024-10-16 11:41:39,754 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 39760] [top5_cnt 47463] [top_all 50000] +2024-10-16 11:41:39,754 - net_E: 79.520 (94.926) +2024-10-16 11:41:39,904 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.548 (epoch: 234)] +2024-10-16 11:41:39,904 - ==> Total time: 1 day, 11:59:48 Eta: 4 days, 21:10:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 11:41:51,872 - Train: 23.50% [294000/1251000] [235.0/1000.0] [batch_t 0.360 (0.706)] [data_t 0.015] [optim_t 0.345] [lr 0.002613] [CE 4.791 (4.330)] [KD 3.677 (3.598)] +2024-10-16 11:42:12,623 - Train: 23.51% [294050/1251000] [235.1/1000.0] [batch_t 0.462 (0.415)] [data_t 0.015] [optim_t 0.446] [lr 0.002613] [CE 4.222 (4.241)] [KD 3.369 (3.453)] +2024-10-16 11:42:34,842 - Train: 23.51% [294100/1251000] [235.1/1000.0] [batch_t 0.587 (0.444)] [data_t 0.015] [optim_t 0.572] [lr 0.002613] [CE 4.132 (4.287)] [KD 3.475 (3.487)] +2024-10-16 11:42:56,549 - Train: 23.51% [294150/1251000] [235.1/1000.0] [batch_t 0.535 (0.434)] [data_t 0.015] [optim_t 0.519] [lr 0.002613] [CE 4.433 (4.286)] [KD 3.778 (3.504)] +2024-10-16 11:43:17,626 - Train: 23.52% [294200/1251000] [235.2/1000.0] [batch_t 0.358 (0.421)] [data_t 0.015] [optim_t 0.342] [lr 0.002613] [CE 4.359 (4.163)] [KD 3.289 (3.452)] +2024-10-16 11:43:39,008 - Train: 23.52% [294250/1251000] [235.2/1000.0] [batch_t 0.374 (0.428)] [data_t 0.015] [optim_t 0.359] [lr 0.002613] [CE 4.513 (4.286)] [KD 3.597 (3.543)] +2024-10-16 11:44:00,478 - Train: 23.53% [294300/1251000] [235.3/1000.0] [batch_t 0.407 (0.429)] [data_t 0.015] [optim_t 0.392] [lr 0.002613] [CE 4.509 (4.301)] [KD 3.711 (3.566)] +2024-10-16 11:44:21,965 - Train: 23.53% [294350/1251000] [235.3/1000.0] [batch_t 0.441 (0.430)] [data_t 0.015] [optim_t 0.425] [lr 0.002612] [CE 4.114 (4.254)] [KD 3.398 (3.556)] +2024-10-16 11:44:43,553 - Train: 23.53% [294400/1251000] [235.3/1000.0] [batch_t 0.390 (0.432)] [data_t 0.015] [optim_t 0.375] [lr 0.002612] [CE 4.340 (4.347)] [KD 3.513 (3.584)] +2024-10-16 11:45:04,947 - Train: 23.54% [294450/1251000] [235.4/1000.0] [batch_t 0.359 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002612] [CE 3.884 (4.296)] [KD 3.563 (3.589)] +2024-10-16 11:45:26,245 - Train: 23.54% [294500/1251000] [235.4/1000.0] [batch_t 0.517 (0.426)] [data_t 0.016] [optim_t 0.502] [lr 0.002612] [CE 4.313 (4.301)] [KD 3.547 (3.570)] +2024-10-16 11:45:47,569 - Train: 23.55% [294550/1251000] [235.5/1000.0] [batch_t 0.424 (0.426)] [data_t 0.015] [optim_t 0.409] [lr 0.002612] [CE 4.621 (4.253)] [KD 3.730 (3.567)] +2024-10-16 11:46:09,038 - Train: 23.55% [294600/1251000] [235.5/1000.0] [batch_t 0.397 (0.429)] [data_t 0.015] [optim_t 0.382] [lr 0.002612] [CE 4.712 (4.325)] [KD 3.372 (3.600)] +2024-10-16 11:46:29,979 - Train: 23.55% [294650/1251000] [235.5/1000.0] [batch_t 0.414 (0.419)] [data_t 0.015] [optim_t 0.399] [lr 0.002612] [CE 4.132 (4.208)] [KD 3.452 (3.512)] +2024-10-16 11:46:51,563 - Train: 23.56% [294700/1251000] [235.6/1000.0] [batch_t 0.480 (0.432)] [data_t 0.015] [optim_t 0.465] [lr 0.002612] [CE 4.112 (4.212)] [KD 3.317 (3.513)] +2024-10-16 11:47:12,676 - Train: 23.56% [294750/1251000] [235.6/1000.0] [batch_t 0.448 (0.422)] [data_t 0.015] [optim_t 0.433] [lr 0.002611] [CE 4.031 (4.366)] [KD 3.555 (3.614)] +2024-10-16 11:47:34,066 - Train: 23.57% [294800/1251000] [235.7/1000.0] [batch_t 0.359 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002611] [CE 4.565 (4.285)] [KD 3.503 (3.560)] +2024-10-16 11:47:55,480 - Train: 23.57% [294850/1251000] [235.7/1000.0] [batch_t 0.359 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002611] [CE 4.403 (4.346)] [KD 3.683 (3.567)] +2024-10-16 11:48:16,485 - Train: 23.57% [294900/1251000] [235.7/1000.0] [batch_t 0.422 (0.420)] [data_t 0.015] [optim_t 0.406] [lr 0.002611] [CE 4.388 (4.258)] [KD 3.650 (3.531)] +2024-10-16 11:48:37,831 - Train: 23.58% [294950/1251000] [235.8/1000.0] [batch_t 0.827 (0.427)] [data_t 0.015] [optim_t 0.812] [lr 0.002611] [CE 4.405 (4.252)] [KD 3.528 (3.490)] +2024-10-16 11:48:58,323 - Train: 23.58% [295000/1251000] [235.8/1000.0] [batch_t 0.449 (0.410)] [data_t 0.015] [optim_t 0.434] [lr 0.002611] [CE 4.316 (4.281)] [KD 3.459 (3.506)] +2024-10-16 11:49:19,393 - Train: 23.59% [295050/1251000] [235.9/1000.0] [batch_t 0.508 (0.421)] [data_t 0.015] [optim_t 0.492] [lr 0.002611] [CE 4.338 (4.229)] [KD 3.774 (3.537)] +2024-10-16 11:49:40,681 - Train: 23.59% [295100/1251000] [235.9/1000.0] [batch_t 0.359 (0.426)] [data_t 0.015] [optim_t 0.344] [lr 0.002611] [CE 4.054 (4.309)] [KD 3.381 (3.567)] +2024-10-16 11:50:02,490 - Train: 23.59% [295150/1251000] [235.9/1000.0] [batch_t 0.403 (0.436)] [data_t 0.015] [optim_t 0.388] [lr 0.002610] [CE 4.161 (4.255)] [KD 3.258 (3.506)] +2024-10-16 11:50:24,535 - Train: 23.60% [295200/1251000] [236.0/1000.0] [batch_t 0.449 (0.441)] [data_t 0.015] [optim_t 0.434] [lr 0.002610] [CE 4.476 (4.312)] [KD 3.853 (3.524)] +2024-10-16 11:51:02,053 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.447)] [top1_cnt 37290] [top5_cnt 46224] [top_all 50000] +2024-10-16 11:51:02,054 - net: 74.580 (92.448) +2024-10-16 11:51:23,940 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 39756] [top5_cnt 47471] [top_all 50000] +2024-10-16 11:51:23,941 - net_E: 79.512 (94.942) +2024-10-16 11:51:24,116 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.548 (epoch: 234)] +2024-10-16 11:51:24,116 - ==> Total time: 1 day, 12:09:32 Eta: 4 days, 21:03:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 11:51:35,257 - Train: 23.60% [295250/1251000] [236.0/1000.0] [batch_t 0.564 (0.683)] [data_t 0.015] [optim_t 0.549] [lr 0.002610] [CE 4.304 (4.278)] [KD 3.502 (3.614)] +2024-10-16 11:51:54,837 - Train: 23.61% [295300/1251000] [236.1/1000.0] [batch_t 0.357 (0.391)] [data_t 0.015] [optim_t 0.341] [lr 0.002610] [CE 4.003 (4.190)] [KD 3.218 (3.489)] +2024-10-16 11:52:15,479 - Train: 23.61% [295350/1251000] [236.1/1000.0] [batch_t 0.412 (0.413)] [data_t 0.015] [optim_t 0.396] [lr 0.002610] [CE 4.020 (4.254)] [KD 3.252 (3.489)] +2024-10-16 11:52:36,307 - Train: 23.61% [295400/1251000] [236.1/1000.0] [batch_t 0.421 (0.416)] [data_t 0.015] [optim_t 0.406] [lr 0.002610] [CE 3.762 (4.309)] [KD 3.311 (3.524)] +2024-10-16 11:52:57,278 - Train: 23.62% [295450/1251000] [236.2/1000.0] [batch_t 0.483 (0.419)] [data_t 0.015] [optim_t 0.468] [lr 0.002610] [CE 4.340 (4.333)] [KD 3.546 (3.549)] +2024-10-16 11:53:19,050 - Train: 23.62% [295500/1251000] [236.2/1000.0] [batch_t 0.457 (0.435)] [data_t 0.015] [optim_t 0.441] [lr 0.002610] [CE 4.111 (4.279)] [KD 3.453 (3.550)] +2024-10-16 11:53:40,235 - Train: 23.63% [295550/1251000] [236.3/1000.0] [batch_t 0.358 (0.424)] [data_t 0.015] [optim_t 0.343] [lr 0.002609] [CE 3.672 (4.276)] [KD 3.155 (3.521)] +2024-10-16 11:54:00,757 - Train: 23.63% [295600/1251000] [236.3/1000.0] [batch_t 0.401 (0.410)] [data_t 0.015] [optim_t 0.385] [lr 0.002609] [CE 4.443 (4.329)] [KD 3.546 (3.544)] +2024-10-16 11:54:20,729 - Train: 23.63% [295650/1251000] [236.3/1000.0] [batch_t 0.394 (0.399)] [data_t 0.015] [optim_t 0.379] [lr 0.002609] [CE 4.449 (4.295)] [KD 3.978 (3.516)] +2024-10-16 11:54:40,788 - Train: 23.64% [295700/1251000] [236.4/1000.0] [batch_t 0.383 (0.401)] [data_t 0.015] [optim_t 0.367] [lr 0.002609] [CE 4.452 (4.263)] [KD 3.506 (3.530)] +2024-10-16 11:55:00,760 - Train: 23.64% [295750/1251000] [236.4/1000.0] [batch_t 0.441 (0.399)] [data_t 0.015] [optim_t 0.426] [lr 0.002609] [CE 4.074 (4.284)] [KD 3.259 (3.507)] +2024-10-16 11:55:22,605 - Train: 23.65% [295800/1251000] [236.5/1000.0] [batch_t 0.414 (0.437)] [data_t 0.015] [optim_t 0.399] [lr 0.002609] [CE 4.400 (4.240)] [KD 3.605 (3.553)] +2024-10-16 11:55:43,041 - Train: 23.65% [295850/1251000] [236.5/1000.0] [batch_t 0.367 (0.409)] [data_t 0.015] [optim_t 0.352] [lr 0.002609] [CE 4.273 (4.256)] [KD 3.351 (3.491)] +2024-10-16 11:56:03,414 - Train: 23.65% [295900/1251000] [236.5/1000.0] [batch_t 0.420 (0.407)] [data_t 0.015] [optim_t 0.405] [lr 0.002609] [CE 4.244 (4.328)] [KD 3.519 (3.517)] +2024-10-16 11:56:23,760 - Train: 23.66% [295950/1251000] [236.6/1000.0] [batch_t 0.363 (0.407)] [data_t 0.015] [optim_t 0.348] [lr 0.002608] [CE 4.099 (4.291)] [KD 3.316 (3.556)] +2024-10-16 11:56:44,629 - Train: 23.66% [296000/1251000] [236.6/1000.0] [batch_t 0.451 (0.417)] [data_t 0.015] [optim_t 0.435] [lr 0.002608] [CE 4.620 (4.294)] [KD 3.559 (3.579)] +2024-10-16 11:57:06,291 - Train: 23.67% [296050/1251000] [236.7/1000.0] [batch_t 0.408 (0.433)] [data_t 0.015] [optim_t 0.392] [lr 0.002608] [CE 4.536 (4.265)] [KD 3.570 (3.574)] +2024-10-16 11:57:27,809 - Train: 23.67% [296100/1251000] [236.7/1000.0] [batch_t 0.454 (0.430)] [data_t 0.016] [optim_t 0.439] [lr 0.002608] [CE 3.952 (4.300)] [KD 3.359 (3.520)] +2024-10-16 11:57:49,350 - Train: 23.67% [296150/1251000] [236.7/1000.0] [batch_t 0.492 (0.431)] [data_t 0.015] [optim_t 0.477] [lr 0.002608] [CE 4.205 (4.330)] [KD 3.591 (3.586)] +2024-10-16 11:58:10,962 - Train: 23.68% [296200/1251000] [236.8/1000.0] [batch_t 0.459 (0.432)] [data_t 0.015] [optim_t 0.444] [lr 0.002608] [CE 4.060 (4.250)] [KD 3.573 (3.530)] +2024-10-16 11:58:32,663 - Train: 23.68% [296250/1251000] [236.8/1000.0] [batch_t 0.426 (0.434)] [data_t 0.015] [optim_t 0.411] [lr 0.002608] [CE 4.131 (4.202)] [KD 3.277 (3.448)] +2024-10-16 11:58:53,924 - Train: 23.69% [296300/1251000] [236.9/1000.0] [batch_t 0.372 (0.425)] [data_t 0.015] [optim_t 0.356] [lr 0.002608] [CE 4.829 (4.265)] [KD 3.724 (3.542)] +2024-10-16 11:59:14,583 - Train: 23.69% [296350/1251000] [236.9/1000.0] [batch_t 0.470 (0.413)] [data_t 0.015] [optim_t 0.455] [lr 0.002607] [CE 4.235 (4.336)] [KD 3.698 (3.606)] +2024-10-16 11:59:35,375 - Train: 23.69% [296400/1251000] [236.9/1000.0] [batch_t 0.464 (0.416)] [data_t 0.015] [optim_t 0.449] [lr 0.002607] [CE 4.416 (4.304)] [KD 3.698 (3.559)] +2024-10-16 11:59:56,419 - Train: 23.70% [296450/1251000] [237.0/1000.0] [batch_t 0.404 (0.421)] [data_t 0.015] [optim_t 0.388] [lr 0.002607] [CE 4.333 (4.302)] [KD 3.352 (3.619)] +2024-10-16 12:00:32,431 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 36866] [top5_cnt 46035] [top_all 50000] +2024-10-16 12:00:32,432 - net: 73.732 (92.070) +2024-10-16 12:00:53,967 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 39774] [top5_cnt 47486] [top_all 50000] +2024-10-16 12:00:53,967 - net_E: 79.548 (94.972) +2024-10-16 12:00:54,107 - Max [top1: 75.020 (epoch: 217)] [top1-ema: 79.548 (epoch: 234)] +2024-10-16 12:00:54,108 - ==> Total time: 1 day, 12:19:02 Eta: 4 days, 20:55:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 12:01:05,179 - Train: 23.70% [296500/1251000] [237.0/1000.0] [batch_t 0.364 (0.756)] [data_t 0.015] [optim_t 0.349] [lr 0.002607] [CE 4.098 (4.279)] [KD 3.469 (3.483)] +2024-10-16 12:01:24,350 - Train: 23.71% [296550/1251000] [237.1/1000.0] [batch_t 0.428 (0.383)] [data_t 0.015] [optim_t 0.413] [lr 0.002607] [CE 4.502 (4.314)] [KD 3.595 (3.537)] +2024-10-16 12:01:45,877 - Train: 23.71% [296600/1251000] [237.1/1000.0] [batch_t 0.435 (0.430)] [data_t 0.015] [optim_t 0.419] [lr 0.002607] [CE 4.133 (4.283)] [KD 3.416 (3.495)] +2024-10-16 12:02:06,969 - Train: 23.71% [296650/1251000] [237.1/1000.0] [batch_t 0.384 (0.422)] [data_t 0.015] [optim_t 0.369] [lr 0.002607] [CE 4.197 (4.235)] [KD 3.508 (3.494)] +2024-10-16 12:02:27,625 - Train: 23.72% [296700/1251000] [237.2/1000.0] [batch_t 0.515 (0.413)] [data_t 0.015] [optim_t 0.500] [lr 0.002607] [CE 4.182 (4.333)] [KD 3.386 (3.578)] +2024-10-16 12:02:48,521 - Train: 23.72% [296750/1251000] [237.2/1000.0] [batch_t 0.405 (0.418)] [data_t 0.015] [optim_t 0.389] [lr 0.002606] [CE 4.661 (4.251)] [KD 3.614 (3.530)] +2024-10-16 12:03:09,147 - Train: 23.73% [296800/1251000] [237.3/1000.0] [batch_t 0.434 (0.412)] [data_t 0.015] [optim_t 0.419] [lr 0.002606] [CE 4.670 (4.302)] [KD 3.656 (3.588)] +2024-10-16 12:03:29,835 - Train: 23.73% [296850/1251000] [237.3/1000.0] [batch_t 0.413 (0.414)] [data_t 0.015] [optim_t 0.397] [lr 0.002606] [CE 4.259 (4.264)] [KD 3.513 (3.500)] +2024-10-16 12:03:50,737 - Train: 23.73% [296900/1251000] [237.3/1000.0] [batch_t 0.452 (0.418)] [data_t 0.015] [optim_t 0.436] [lr 0.002606] [CE 4.067 (4.360)] [KD 3.365 (3.578)] +2024-10-16 12:04:11,491 - Train: 23.74% [296950/1251000] [237.4/1000.0] [batch_t 0.432 (0.415)] [data_t 0.015] [optim_t 0.417] [lr 0.002606] [CE 4.534 (4.276)] [KD 3.802 (3.601)] +2024-10-16 12:04:32,550 - Train: 23.74% [297000/1251000] [237.4/1000.0] [batch_t 0.384 (0.421)] [data_t 0.015] [optim_t 0.369] [lr 0.002606] [CE 4.225 (4.275)] [KD 3.474 (3.515)] +2024-10-16 12:04:53,094 - Train: 23.75% [297050/1251000] [237.5/1000.0] [batch_t 0.419 (0.411)] [data_t 0.015] [optim_t 0.404] [lr 0.002606] [CE 4.019 (4.290)] [KD 3.391 (3.505)] +2024-10-16 12:05:13,681 - Train: 23.75% [297100/1251000] [237.5/1000.0] [batch_t 0.438 (0.412)] [data_t 0.015] [optim_t 0.423] [lr 0.002606] [CE 4.460 (4.274)] [KD 3.454 (3.548)] +2024-10-16 12:05:34,648 - Train: 23.75% [297150/1251000] [237.5/1000.0] [batch_t 0.459 (0.419)] [data_t 0.116] [optim_t 0.343] [lr 0.002605] [CE 4.441 (4.295)] [KD 3.675 (3.604)] +2024-10-16 12:05:56,258 - Train: 23.76% [297200/1251000] [237.6/1000.0] [batch_t 0.457 (0.432)] [data_t 0.113] [optim_t 0.344] [lr 0.002605] [CE 4.026 (4.276)] [KD 3.348 (3.568)] +2024-10-16 12:06:17,903 - Train: 23.76% [297250/1251000] [237.6/1000.0] [batch_t 0.432 (0.433)] [data_t 0.090] [optim_t 0.342] [lr 0.002605] [CE 3.920 (4.319)] [KD 3.441 (3.574)] +2024-10-16 12:06:39,302 - Train: 23.76% [297300/1251000] [237.6/1000.0] [batch_t 0.431 (0.428)] [data_t 0.087] [optim_t 0.344] [lr 0.002605] [CE 4.650 (4.243)] [KD 3.593 (3.525)] +2024-10-16 12:07:00,237 - Train: 23.77% [297350/1251000] [237.7/1000.0] [batch_t 0.459 (0.419)] [data_t 0.117] [optim_t 0.343] [lr 0.002605] [CE 4.337 (4.334)] [KD 3.621 (3.557)] +2024-10-16 12:07:20,965 - Train: 23.77% [297400/1251000] [237.7/1000.0] [batch_t 0.407 (0.414)] [data_t 0.065] [optim_t 0.342] [lr 0.002605] [CE 3.870 (4.331)] [KD 3.509 (3.577)] +2024-10-16 12:07:42,611 - Train: 23.78% [297450/1251000] [237.8/1000.0] [batch_t 0.413 (0.433)] [data_t 0.016] [optim_t 0.397] [lr 0.002605] [CE 4.316 (4.245)] [KD 3.659 (3.535)] +2024-10-16 12:08:04,119 - Train: 23.78% [297500/1251000] [237.8/1000.0] [batch_t 0.429 (0.430)] [data_t 0.015] [optim_t 0.413] [lr 0.002604] [CE 4.113 (4.353)] [KD 3.558 (3.643)] +2024-10-16 12:08:25,020 - Train: 23.78% [297550/1251000] [237.8/1000.0] [batch_t 0.396 (0.418)] [data_t 0.015] [optim_t 0.381] [lr 0.002604] [CE 4.210 (4.355)] [KD 3.503 (3.565)] +2024-10-16 12:08:45,224 - Train: 23.79% [297600/1251000] [237.9/1000.0] [batch_t 0.381 (0.404)] [data_t 0.015] [optim_t 0.366] [lr 0.002604] [CE 3.832 (4.268)] [KD 3.406 (3.548)] +2024-10-16 12:09:05,582 - Train: 23.79% [297650/1251000] [237.9/1000.0] [batch_t 0.405 (0.407)] [data_t 0.015] [optim_t 0.390] [lr 0.002604] [CE 4.406 (4.268)] [KD 3.621 (3.561)] +2024-10-16 12:09:26,611 - Train: 23.80% [297700/1251000] [238.0/1000.0] [batch_t 0.504 (0.420)] [data_t 0.016] [optim_t 0.489] [lr 0.002604] [CE 4.423 (4.307)] [KD 3.719 (3.555)] +2024-10-16 12:10:05,986 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.473)] [top1_cnt 37632] [top5_cnt 46421] [top_all 50000] +2024-10-16 12:10:05,987 - net: 75.264 (92.842) +2024-10-16 12:10:27,158 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 39741] [top5_cnt 47486] [top_all 50000] +2024-10-16 12:10:27,159 - net_E: 79.482 (94.972) +2024-10-16 12:10:27,344 - Max [top1: 75.264 (epoch: 238)] [top1-ema: 79.548 (epoch: 234)] +2024-10-16 12:10:27,344 - ==> Total time: 1 day, 12:28:35 Eta: 4 days, 20:47:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 12:10:38,890 - Train: 23.80% [297750/1251000] [238.0/1000.0] [batch_t 0.361 (0.620)] [data_t 0.015] [optim_t 0.346] [lr 0.002604] [CE 4.236 (4.223)] [KD 3.383 (3.420)] +2024-10-16 12:10:58,558 - Train: 23.80% [297800/1251000] [238.0/1000.0] [batch_t 0.457 (0.393)] [data_t 0.015] [optim_t 0.442] [lr 0.002604] [CE 3.929 (4.179)] [KD 3.102 (3.451)] +2024-10-16 12:11:20,114 - Train: 23.81% [297850/1251000] [238.1/1000.0] [batch_t 0.389 (0.431)] [data_t 0.015] [optim_t 0.373] [lr 0.002604] [CE 4.729 (4.257)] [KD 3.514 (3.476)] +2024-10-16 12:11:41,274 - Train: 23.81% [297900/1251000] [238.1/1000.0] [batch_t 0.505 (0.423)] [data_t 0.015] [optim_t 0.489] [lr 0.002603] [CE 4.387 (4.369)] [KD 3.804 (3.620)] +2024-10-16 12:12:02,702 - Train: 23.82% [297950/1251000] [238.2/1000.0] [batch_t 0.475 (0.428)] [data_t 0.015] [optim_t 0.459] [lr 0.002603] [CE 4.592 (4.283)] [KD 3.614 (3.505)] +2024-10-16 12:12:24,274 - Train: 23.82% [298000/1251000] [238.2/1000.0] [batch_t 0.446 (0.431)] [data_t 0.016] [optim_t 0.431] [lr 0.002603] [CE 4.833 (4.179)] [KD 3.831 (3.495)] +2024-10-16 12:12:45,333 - Train: 23.82% [298050/1251000] [238.2/1000.0] [batch_t 0.384 (0.421)] [data_t 0.015] [optim_t 0.369] [lr 0.002603] [CE 3.892 (4.243)] [KD 3.380 (3.557)] +2024-10-16 12:13:06,854 - Train: 23.83% [298100/1251000] [238.3/1000.0] [batch_t 0.464 (0.430)] [data_t 0.015] [optim_t 0.448] [lr 0.002603] [CE 4.399 (4.298)] [KD 3.495 (3.518)] +2024-10-16 12:13:28,017 - Train: 23.83% [298150/1251000] [238.3/1000.0] [batch_t 0.455 (0.423)] [data_t 0.015] [optim_t 0.440] [lr 0.002603] [CE 4.494 (4.249)] [KD 3.661 (3.466)] +2024-10-16 12:13:49,486 - Train: 23.84% [298200/1251000] [238.4/1000.0] [batch_t 0.490 (0.429)] [data_t 0.015] [optim_t 0.475] [lr 0.002603] [CE 4.401 (4.241)] [KD 3.682 (3.479)] +2024-10-16 12:14:10,893 - Train: 23.84% [298250/1251000] [238.4/1000.0] [batch_t 0.394 (0.428)] [data_t 0.015] [optim_t 0.379] [lr 0.002603] [CE 4.222 (4.319)] [KD 3.370 (3.538)] +2024-10-16 12:14:32,222 - Train: 23.84% [298300/1251000] [238.4/1000.0] [batch_t 0.513 (0.426)] [data_t 0.015] [optim_t 0.497] [lr 0.002602] [CE 4.499 (4.250)] [KD 3.748 (3.498)] +2024-10-16 12:14:53,300 - Train: 23.85% [298350/1251000] [238.5/1000.0] [batch_t 0.427 (0.421)] [data_t 0.015] [optim_t 0.412] [lr 0.002602] [CE 4.097 (4.250)] [KD 3.404 (3.539)] +2024-10-16 12:15:14,645 - Train: 23.85% [298400/1251000] [238.5/1000.0] [batch_t 0.435 (0.427)] [data_t 0.015] [optim_t 0.420] [lr 0.002602] [CE 4.491 (4.298)] [KD 3.504 (3.521)] +2024-10-16 12:15:35,432 - Train: 23.86% [298450/1251000] [238.6/1000.0] [batch_t 0.453 (0.416)] [data_t 0.015] [optim_t 0.437] [lr 0.002602] [CE 3.799 (4.305)] [KD 3.287 (3.594)] +2024-10-16 12:15:56,791 - Train: 23.86% [298500/1251000] [238.6/1000.0] [batch_t 0.422 (0.427)] [data_t 0.015] [optim_t 0.407] [lr 0.002602] [CE 4.331 (4.269)] [KD 3.885 (3.569)] +2024-10-16 12:16:17,826 - Train: 23.86% [298550/1251000] [238.6/1000.0] [batch_t 0.416 (0.421)] [data_t 0.015] [optim_t 0.400] [lr 0.002602] [CE 4.251 (4.252)] [KD 3.482 (3.551)] +2024-10-16 12:16:39,152 - Train: 23.87% [298600/1251000] [238.7/1000.0] [batch_t 0.427 (0.426)] [data_t 0.015] [optim_t 0.412] [lr 0.002602] [CE 4.221 (4.269)] [KD 3.691 (3.569)] +2024-10-16 12:17:00,356 - Train: 23.87% [298650/1251000] [238.7/1000.0] [batch_t 0.366 (0.424)] [data_t 0.015] [optim_t 0.351] [lr 0.002602] [CE 4.565 (4.309)] [KD 3.764 (3.560)] +2024-10-16 12:17:22,008 - Train: 23.88% [298700/1251000] [238.8/1000.0] [batch_t 0.541 (0.433)] [data_t 0.015] [optim_t 0.526] [lr 0.002601] [CE 4.603 (4.236)] [KD 3.550 (3.533)] +2024-10-16 12:17:43,577 - Train: 23.88% [298750/1251000] [238.8/1000.0] [batch_t 0.440 (0.431)] [data_t 0.015] [optim_t 0.425] [lr 0.002601] [CE 4.022 (4.261)] [KD 3.421 (3.592)] +2024-10-16 12:18:04,893 - Train: 23.88% [298800/1251000] [238.8/1000.0] [batch_t 0.442 (0.426)] [data_t 0.015] [optim_t 0.427] [lr 0.002601] [CE 4.063 (4.263)] [KD 3.613 (3.538)] +2024-10-16 12:18:26,957 - Train: 23.89% [298850/1251000] [238.9/1000.0] [batch_t 0.440 (0.441)] [data_t 0.015] [optim_t 0.424] [lr 0.002601] [CE 3.979 (4.308)] [KD 3.331 (3.658)] +2024-10-16 12:18:48,995 - Train: 23.89% [298900/1251000] [238.9/1000.0] [batch_t 0.440 (0.441)] [data_t 0.015] [optim_t 0.424] [lr 0.002601] [CE 4.169 (4.244)] [KD 3.379 (3.505)] +2024-10-16 12:19:10,566 - Train: 23.90% [298950/1251000] [239.0/1000.0] [batch_t 0.402 (0.431)] [data_t 0.015] [optim_t 0.387] [lr 0.002601] [CE 3.624 (4.255)] [KD 3.152 (3.535)] +2024-10-16 12:19:48,507 - Test (net): 100.00% [50/50] [batch_t 0.142 (0.433)] [top1_cnt 37322] [top5_cnt 46339] [top_all 50000] +2024-10-16 12:19:48,508 - net: 74.644 (92.678) +2024-10-16 12:20:10,209 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39746] [top5_cnt 47482] [top_all 50000] +2024-10-16 12:20:10,209 - net_E: 79.492 (94.964) +2024-10-16 12:20:10,381 - Max [top1: 75.264 (epoch: 238)] [top1-ema: 79.548 (epoch: 234)] +2024-10-16 12:20:10,382 - ==> Total time: 1 day, 12:38:18 Eta: 4 days, 20:39:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 12:20:20,852 - Train: 23.90% [299000/1251000] [239.0/1000.0] [batch_t 0.359 (0.827)] [data_t 0.015] [optim_t 0.343] [lr 0.002601] [CE 4.133 (4.205)] [KD 3.579 (3.456)] +2024-10-16 12:20:40,431 - Train: 23.90% [299050/1251000] [239.0/1000.0] [batch_t 0.427 (0.391)] [data_t 0.015] [optim_t 0.412] [lr 0.002601] [CE 4.444 (4.245)] [KD 3.668 (3.506)] +2024-10-16 12:21:02,639 - Train: 23.91% [299100/1251000] [239.1/1000.0] [batch_t 0.572 (0.444)] [data_t 0.015] [optim_t 0.557] [lr 0.002600] [CE 4.424 (4.289)] [KD 3.500 (3.565)] +2024-10-16 12:21:23,429 - Train: 23.91% [299150/1251000] [239.1/1000.0] [batch_t 0.380 (0.416)] [data_t 0.016] [optim_t 0.365] [lr 0.002600] [CE 4.103 (4.338)] [KD 3.597 (3.613)] +2024-10-16 12:21:44,892 - Train: 23.92% [299200/1251000] [239.2/1000.0] [batch_t 0.443 (0.429)] [data_t 0.015] [optim_t 0.428] [lr 0.002600] [CE 4.542 (4.312)] [KD 3.433 (3.563)] +2024-10-16 12:22:05,727 - Train: 23.92% [299250/1251000] [239.2/1000.0] [batch_t 0.424 (0.417)] [data_t 0.015] [optim_t 0.408] [lr 0.002600] [CE 4.515 (4.273)] [KD 3.685 (3.516)] +2024-10-16 12:22:26,373 - Train: 23.92% [299300/1251000] [239.2/1000.0] [batch_t 0.402 (0.413)] [data_t 0.015] [optim_t 0.387] [lr 0.002600] [CE 3.930 (4.193)] [KD 3.341 (3.478)] +2024-10-16 12:22:47,201 - Train: 23.93% [299350/1251000] [239.3/1000.0] [batch_t 0.488 (0.416)] [data_t 0.015] [optim_t 0.473] [lr 0.002600] [CE 4.277 (4.220)] [KD 3.417 (3.490)] +2024-10-16 12:23:07,921 - Train: 23.93% [299400/1251000] [239.3/1000.0] [batch_t 0.412 (0.414)] [data_t 0.015] [optim_t 0.396] [lr 0.002600] [CE 3.861 (4.245)] [KD 3.366 (3.544)] +2024-10-16 12:23:29,301 - Train: 23.94% [299450/1251000] [239.4/1000.0] [batch_t 0.477 (0.428)] [data_t 0.015] [optim_t 0.461] [lr 0.002600] [CE 3.887 (4.247)] [KD 3.362 (3.508)] +2024-10-16 12:23:50,102 - Train: 23.94% [299500/1251000] [239.4/1000.0] [batch_t 0.437 (0.416)] [data_t 0.015] [optim_t 0.422] [lr 0.002599] [CE 4.956 (4.279)] [KD 3.912 (3.542)] +2024-10-16 12:24:11,192 - Train: 23.94% [299550/1251000] [239.4/1000.0] [batch_t 0.432 (0.422)] [data_t 0.015] [optim_t 0.416] [lr 0.002599] [CE 4.107 (4.336)] [KD 3.335 (3.538)] +2024-10-16 12:24:32,247 - Train: 23.95% [299600/1251000] [239.5/1000.0] [batch_t 0.469 (0.421)] [data_t 0.015] [optim_t 0.454] [lr 0.002599] [CE 4.606 (4.291)] [KD 3.671 (3.520)] +2024-10-16 12:24:53,709 - Train: 23.95% [299650/1251000] [239.5/1000.0] [batch_t 0.438 (0.429)] [data_t 0.015] [optim_t 0.423] [lr 0.002599] [CE 4.215 (4.272)] [KD 3.661 (3.497)] +2024-10-16 12:25:15,243 - Train: 23.96% [299700/1251000] [239.6/1000.0] [batch_t 0.428 (0.431)] [data_t 0.015] [optim_t 0.413] [lr 0.002599] [CE 3.687 (4.246)] [KD 3.250 (3.562)] +2024-10-16 12:25:36,823 - Train: 23.96% [299750/1251000] [239.6/1000.0] [batch_t 0.450 (0.431)] [data_t 0.015] [optim_t 0.435] [lr 0.002599] [CE 3.968 (4.293)] [KD 3.361 (3.635)] +2024-10-16 12:25:58,116 - Train: 23.96% [299800/1251000] [239.6/1000.0] [batch_t 0.444 (0.426)] [data_t 0.015] [optim_t 0.428] [lr 0.002599] [CE 4.559 (4.306)] [KD 3.812 (3.560)] +2024-10-16 12:26:19,020 - Train: 23.97% [299850/1251000] [239.7/1000.0] [batch_t 0.480 (0.418)] [data_t 0.015] [optim_t 0.465] [lr 0.002599] [CE 4.455 (4.277)] [KD 3.452 (3.544)] +2024-10-16 12:26:39,891 - Train: 23.97% [299900/1251000] [239.7/1000.0] [batch_t 0.441 (0.417)] [data_t 0.015] [optim_t 0.426] [lr 0.002598] [CE 4.024 (4.256)] [KD 3.704 (3.567)] +2024-10-16 12:27:01,541 - Train: 23.98% [299950/1251000] [239.8/1000.0] [batch_t 0.414 (0.433)] [data_t 0.015] [optim_t 0.398] [lr 0.002598] [CE 4.379 (4.274)] [KD 3.552 (3.549)] +2024-10-16 12:27:23,482 - Train: 23.98% [300000/1251000] [239.8/1000.0] [batch_t 0.454 (0.439)] [data_t 0.114] [optim_t 0.340] [lr 0.002598] [CE 4.301 (4.326)] [KD 3.600 (3.536)] +2024-10-16 12:27:45,237 - Train: 23.98% [300050/1251000] [239.8/1000.0] [batch_t 0.359 (0.435)] [data_t 0.016] [optim_t 0.344] [lr 0.002598] [CE 3.789 (4.217)] [KD 3.393 (3.452)] +2024-10-16 12:28:07,589 - Train: 23.99% [300100/1251000] [239.9/1000.0] [batch_t 0.962 (0.447)] [data_t 0.620] [optim_t 0.342] [lr 0.002598] [CE 4.252 (4.289)] [KD 3.475 (3.543)] +2024-10-16 12:28:28,632 - Train: 23.99% [300150/1251000] [239.9/1000.0] [batch_t 0.464 (0.421)] [data_t 0.122] [optim_t 0.342] [lr 0.002598] [CE 4.286 (4.336)] [KD 3.625 (3.616)] +2024-10-16 12:28:50,531 - Train: 24.00% [300200/1251000] [240.0/1000.0] [batch_t 0.434 (0.438)] [data_t 0.093] [optim_t 0.341] [lr 0.002598] [CE 4.697 (4.241)] [KD 3.574 (3.555)] +2024-10-16 12:29:27,565 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 37600] [top5_cnt 46377] [top_all 50000] +2024-10-16 12:29:27,565 - net: 75.200 (92.754) +2024-10-16 12:29:48,350 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 39781] [top5_cnt 47472] [top_all 50000] +2024-10-16 12:29:48,351 - net_E: 79.562 (94.944) +2024-10-16 12:29:48,516 - Max [top1: 75.264 (epoch: 238)] [top1-ema: 79.562 (epoch: 240)] +2024-10-16 12:29:48,516 - ==> Total time: 1 day, 12:47:57 Eta: 4 days, 20:31:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 12:29:59,660 - Train: 24.00% [300250/1251000] [240.0/1000.0] [batch_t 0.361 (0.669)] [data_t 0.015] [optim_t 0.345] [lr 0.002597] [CE 3.657 (4.288)] [KD 3.186 (3.468)] +2024-10-16 12:30:18,706 - Train: 24.00% [300300/1251000] [240.0/1000.0] [batch_t 0.414 (0.381)] [data_t 0.015] [optim_t 0.399] [lr 0.002597] [CE 3.730 (4.262)] [KD 3.348 (3.500)] +2024-10-16 12:30:41,023 - Train: 24.01% [300350/1251000] [240.1/1000.0] [batch_t 0.367 (0.446)] [data_t 0.015] [optim_t 0.351] [lr 0.002597] [CE 4.716 (4.268)] [KD 3.766 (3.545)] +2024-10-16 12:31:02,211 - Train: 24.01% [300400/1251000] [240.1/1000.0] [batch_t 0.447 (0.424)] [data_t 0.015] [optim_t 0.431] [lr 0.002597] [CE 3.761 (4.293)] [KD 3.397 (3.585)] +2024-10-16 12:31:23,194 - Train: 24.02% [300450/1251000] [240.2/1000.0] [batch_t 0.359 (0.420)] [data_t 0.015] [optim_t 0.343] [lr 0.002597] [CE 4.172 (4.257)] [KD 3.348 (3.528)] +2024-10-16 12:31:44,498 - Train: 24.02% [300500/1251000] [240.2/1000.0] [batch_t 0.427 (0.426)] [data_t 0.015] [optim_t 0.412] [lr 0.002597] [CE 4.785 (4.270)] [KD 3.665 (3.549)] +2024-10-16 12:32:05,797 - Train: 24.02% [300550/1251000] [240.2/1000.0] [batch_t 0.390 (0.426)] [data_t 0.015] [optim_t 0.375] [lr 0.002597] [CE 3.988 (4.275)] [KD 3.174 (3.493)] +2024-10-16 12:32:26,882 - Train: 24.03% [300600/1251000] [240.3/1000.0] [batch_t 0.361 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.002597] [CE 4.064 (4.309)] [KD 3.671 (3.567)] +2024-10-16 12:32:47,894 - Train: 24.03% [300650/1251000] [240.3/1000.0] [batch_t 0.414 (0.420)] [data_t 0.015] [optim_t 0.399] [lr 0.002596] [CE 4.516 (4.229)] [KD 3.627 (3.508)] +2024-10-16 12:33:09,120 - Train: 24.04% [300700/1251000] [240.4/1000.0] [batch_t 0.492 (0.424)] [data_t 0.015] [optim_t 0.476] [lr 0.002596] [CE 4.416 (4.329)] [KD 3.376 (3.543)] +2024-10-16 12:33:30,229 - Train: 24.04% [300750/1251000] [240.4/1000.0] [batch_t 0.525 (0.422)] [data_t 0.015] [optim_t 0.510] [lr 0.002596] [CE 4.415 (4.325)] [KD 3.582 (3.574)] +2024-10-16 12:33:51,860 - Train: 24.04% [300800/1251000] [240.4/1000.0] [batch_t 0.361 (0.433)] [data_t 0.015] [optim_t 0.346] [lr 0.002596] [CE 4.437 (4.264)] [KD 3.453 (3.579)] +2024-10-16 12:34:13,163 - Train: 24.05% [300850/1251000] [240.5/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.002596] [CE 4.431 (4.363)] [KD 3.636 (3.574)] +2024-10-16 12:34:34,324 - Train: 24.05% [300900/1251000] [240.5/1000.0] [batch_t 0.361 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.002596] [CE 4.309 (4.288)] [KD 3.564 (3.489)] +2024-10-16 12:34:55,639 - Train: 24.06% [300950/1251000] [240.6/1000.0] [batch_t 0.452 (0.426)] [data_t 0.111] [optim_t 0.341] [lr 0.002596] [CE 4.386 (4.302)] [KD 3.765 (3.600)] +2024-10-16 12:35:17,625 - Train: 24.06% [301000/1251000] [240.6/1000.0] [batch_t 0.449 (0.440)] [data_t 0.108] [optim_t 0.341] [lr 0.002596] [CE 4.319 (4.225)] [KD 3.694 (3.496)] +2024-10-16 12:35:38,429 - Train: 24.06% [301050/1251000] [240.6/1000.0] [batch_t 0.420 (0.416)] [data_t 0.078] [optim_t 0.342] [lr 0.002595] [CE 4.154 (4.240)] [KD 3.368 (3.474)] +2024-10-16 12:35:59,859 - Train: 24.07% [301100/1251000] [240.7/1000.0] [batch_t 0.446 (0.428)] [data_t 0.105] [optim_t 0.341] [lr 0.002595] [CE 4.154 (4.259)] [KD 3.337 (3.547)] +2024-10-16 12:36:20,817 - Train: 24.07% [301150/1251000] [240.7/1000.0] [batch_t 0.441 (0.419)] [data_t 0.099] [optim_t 0.342] [lr 0.002595] [CE 4.135 (4.334)] [KD 3.229 (3.567)] +2024-10-16 12:36:42,045 - Train: 24.08% [301200/1251000] [240.8/1000.0] [batch_t 0.403 (0.424)] [data_t 0.015] [optim_t 0.387] [lr 0.002595] [CE 4.577 (4.298)] [KD 3.810 (3.564)] +2024-10-16 12:37:03,522 - Train: 24.08% [301250/1251000] [240.8/1000.0] [batch_t 0.482 (0.429)] [data_t 0.138] [optim_t 0.343] [lr 0.002595] [CE 4.214 (4.311)] [KD 3.778 (3.592)] +2024-10-16 12:37:24,905 - Train: 24.08% [301300/1251000] [240.8/1000.0] [batch_t 0.470 (0.428)] [data_t 0.127] [optim_t 0.343] [lr 0.002595] [CE 4.194 (4.268)] [KD 3.301 (3.505)] +2024-10-16 12:37:46,245 - Train: 24.09% [301350/1251000] [240.9/1000.0] [batch_t 0.517 (0.427)] [data_t 0.175] [optim_t 0.342] [lr 0.002595] [CE 4.231 (4.303)] [KD 3.273 (3.490)] +2024-10-16 12:38:08,091 - Train: 24.09% [301400/1251000] [240.9/1000.0] [batch_t 0.467 (0.437)] [data_t 0.127] [optim_t 0.340] [lr 0.002595] [CE 4.542 (4.379)] [KD 3.967 (3.564)] +2024-10-16 12:38:30,104 - Train: 24.10% [301450/1251000] [241.0/1000.0] [batch_t 0.488 (0.440)] [data_t 0.147] [optim_t 0.341] [lr 0.002594] [CE 4.196 (4.279)] [KD 3.779 (3.533)] +2024-10-16 12:39:08,216 - Test (net): 100.00% [50/50] [batch_t 0.173 (0.425)] [top1_cnt 37144] [top5_cnt 46164] [top_all 50000] +2024-10-16 12:39:08,217 - net: 74.288 (92.328) +2024-10-16 12:39:29,082 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 39779] [top5_cnt 47470] [top_all 50000] +2024-10-16 12:39:29,083 - net_E: 79.558 (94.940) +2024-10-16 12:39:29,240 - Max [top1: 75.264 (epoch: 238)] [top1-ema: 79.562 (epoch: 240)] +2024-10-16 12:39:29,241 - ==> Total time: 1 day, 12:57:37 Eta: 4 days, 20:24:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 12:39:38,923 - Train: 24.10% [301500/1251000] [241.0/1000.0] [batch_t 0.358 (0.927)] [data_t 0.015] [optim_t 0.343] [lr 0.002594] [CE 4.014 (4.219)] [KD 3.485 (3.557)] +2024-10-16 12:39:59,118 - Train: 24.10% [301550/1251000] [241.0/1000.0] [batch_t 0.446 (0.404)] [data_t 0.015] [optim_t 0.431] [lr 0.002594] [CE 4.140 (4.233)] [KD 3.506 (3.470)] +2024-10-16 12:40:19,905 - Train: 24.11% [301600/1251000] [241.1/1000.0] [batch_t 0.449 (0.416)] [data_t 0.015] [optim_t 0.433] [lr 0.002594] [CE 4.484 (4.187)] [KD 3.834 (3.434)] +2024-10-16 12:40:40,342 - Train: 24.11% [301650/1251000] [241.1/1000.0] [batch_t 0.415 (0.409)] [data_t 0.015] [optim_t 0.400] [lr 0.002594] [CE 4.327 (4.297)] [KD 3.444 (3.493)] +2024-10-16 12:41:01,591 - Train: 24.12% [301700/1251000] [241.2/1000.0] [batch_t 0.357 (0.425)] [data_t 0.015] [optim_t 0.342] [lr 0.002594] [CE 4.574 (4.252)] [KD 3.691 (3.489)] +2024-10-16 12:41:22,768 - Train: 24.12% [301750/1251000] [241.2/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.002594] [CE 4.380 (4.319)] [KD 3.637 (3.566)] +2024-10-16 12:41:42,544 - Train: 24.12% [301800/1251000] [241.2/1000.0] [batch_t 0.411 (0.395)] [data_t 0.015] [optim_t 0.395] [lr 0.002594] [CE 4.237 (4.310)] [KD 3.351 (3.560)] +2024-10-16 12:42:02,813 - Train: 24.13% [301850/1251000] [241.3/1000.0] [batch_t 0.357 (0.405)] [data_t 0.015] [optim_t 0.342] [lr 0.002593] [CE 3.713 (4.252)] [KD 3.102 (3.531)] +2024-10-16 12:42:23,148 - Train: 24.13% [301900/1251000] [241.3/1000.0] [batch_t 0.404 (0.407)] [data_t 0.016] [optim_t 0.389] [lr 0.002593] [CE 4.448 (4.290)] [KD 3.447 (3.508)] +2024-10-16 12:42:43,456 - Train: 24.14% [301950/1251000] [241.4/1000.0] [batch_t 0.383 (0.406)] [data_t 0.015] [optim_t 0.368] [lr 0.002593] [CE 4.130 (4.283)] [KD 3.476 (3.518)] +2024-10-16 12:43:04,222 - Train: 24.14% [302000/1251000] [241.4/1000.0] [batch_t 0.420 (0.415)] [data_t 0.015] [optim_t 0.405] [lr 0.002593] [CE 3.771 (4.176)] [KD 3.271 (3.489)] +2024-10-16 12:43:25,229 - Train: 24.14% [302050/1251000] [241.4/1000.0] [batch_t 0.437 (0.420)] [data_t 0.015] [optim_t 0.421] [lr 0.002593] [CE 4.360 (4.282)] [KD 3.586 (3.591)] +2024-10-16 12:43:46,900 - Train: 24.15% [302100/1251000] [241.5/1000.0] [batch_t 0.413 (0.433)] [data_t 0.015] [optim_t 0.398] [lr 0.002593] [CE 3.785 (4.217)] [KD 3.224 (3.533)] +2024-10-16 12:44:08,328 - Train: 24.15% [302150/1251000] [241.5/1000.0] [batch_t 0.429 (0.428)] [data_t 0.015] [optim_t 0.414] [lr 0.002593] [CE 4.552 (4.328)] [KD 3.587 (3.563)] +2024-10-16 12:44:29,774 - Train: 24.16% [302200/1251000] [241.6/1000.0] [batch_t 0.449 (0.429)] [data_t 0.015] [optim_t 0.434] [lr 0.002593] [CE 4.086 (4.242)] [KD 3.541 (3.520)] +2024-10-16 12:44:51,184 - Train: 24.16% [302250/1251000] [241.6/1000.0] [batch_t 0.526 (0.428)] [data_t 0.015] [optim_t 0.511] [lr 0.002592] [CE 4.409 (4.302)] [KD 3.546 (3.515)] +2024-10-16 12:45:12,148 - Train: 24.16% [302300/1251000] [241.6/1000.0] [batch_t 0.413 (0.419)] [data_t 0.015] [optim_t 0.397] [lr 0.002592] [CE 4.033 (4.241)] [KD 3.333 (3.512)] +2024-10-16 12:45:33,165 - Train: 24.17% [302350/1251000] [241.7/1000.0] [batch_t 0.424 (0.420)] [data_t 0.015] [optim_t 0.408] [lr 0.002592] [CE 4.832 (4.248)] [KD 3.860 (3.541)] +2024-10-16 12:45:54,354 - Train: 24.17% [302400/1251000] [241.7/1000.0] [batch_t 0.485 (0.424)] [data_t 0.015] [optim_t 0.470] [lr 0.002592] [CE 4.610 (4.237)] [KD 3.606 (3.550)] +2024-10-16 12:46:15,228 - Train: 24.18% [302450/1251000] [241.8/1000.0] [batch_t 0.434 (0.417)] [data_t 0.015] [optim_t 0.418] [lr 0.002592] [CE 4.448 (4.307)] [KD 3.441 (3.544)] +2024-10-16 12:46:36,092 - Train: 24.18% [302500/1251000] [241.8/1000.0] [batch_t 0.399 (0.417)] [data_t 0.015] [optim_t 0.383] [lr 0.002592] [CE 4.117 (4.322)] [KD 3.574 (3.540)] +2024-10-16 12:46:56,911 - Train: 24.18% [302550/1251000] [241.8/1000.0] [batch_t 0.436 (0.416)] [data_t 0.015] [optim_t 0.421] [lr 0.002592] [CE 4.190 (4.218)] [KD 3.433 (3.497)] +2024-10-16 12:47:18,046 - Train: 24.19% [302600/1251000] [241.9/1000.0] [batch_t 0.424 (0.423)] [data_t 0.015] [optim_t 0.409] [lr 0.002591] [CE 4.560 (4.286)] [KD 3.684 (3.514)] +2024-10-16 12:47:38,685 - Train: 24.19% [302650/1251000] [241.9/1000.0] [batch_t 0.376 (0.413)] [data_t 0.015] [optim_t 0.361] [lr 0.002591] [CE 4.789 (4.299)] [KD 3.819 (3.581)] +2024-10-16 12:47:59,599 - Train: 24.20% [302700/1251000] [242.0/1000.0] [batch_t 0.381 (0.418)] [data_t 0.015] [optim_t 0.365] [lr 0.002591] [CE 4.283 (4.190)] [KD 3.496 (3.477)] +2024-10-16 12:48:39,085 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 37487] [top5_cnt 46293] [top_all 50000] +2024-10-16 12:48:39,086 - net: 74.974 (92.586) +2024-10-16 12:49:01,673 - Test (net_E): 100.00% [50/50] [batch_t 0.137 (0.446)] [top1_cnt 39794] [top5_cnt 47463] [top_all 50000] +2024-10-16 12:49:01,674 - net_E: 79.588 (94.926) +2024-10-16 12:49:01,799 - Max [top1: 75.264 (epoch: 238)] [top1-ema: 79.588 (epoch: 242)] +2024-10-16 12:49:01,800 - ==> Total time: 1 day, 13:07:10 Eta: 4 days, 20:16:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 12:49:14,699 - Train: 24.20% [302750/1251000] [242.0/1000.0] [batch_t 0.359 (0.607)] [data_t 0.015] [optim_t 0.344] [lr 0.002591] [CE 3.808 (4.236)] [KD 2.982 (3.443)] +2024-10-16 12:49:34,054 - Train: 24.20% [302800/1251000] [242.0/1000.0] [batch_t 0.489 (0.387)] [data_t 0.015] [optim_t 0.473] [lr 0.002591] [CE 4.682 (4.223)] [KD 3.830 (3.465)] +2024-10-16 12:49:55,369 - Train: 24.21% [302850/1251000] [242.1/1000.0] [batch_t 0.396 (0.426)] [data_t 0.015] [optim_t 0.381] [lr 0.002591] [CE 4.842 (4.311)] [KD 3.784 (3.561)] +2024-10-16 12:50:17,189 - Train: 24.21% [302900/1251000] [242.1/1000.0] [batch_t 0.523 (0.436)] [data_t 0.016] [optim_t 0.508] [lr 0.002591] [CE 4.138 (4.291)] [KD 3.428 (3.490)] +2024-10-16 12:50:38,737 - Train: 24.22% [302950/1251000] [242.2/1000.0] [batch_t 0.448 (0.431)] [data_t 0.015] [optim_t 0.433] [lr 0.002591] [CE 4.501 (4.160)] [KD 3.585 (3.447)] +2024-10-16 12:51:00,728 - Train: 24.22% [303000/1251000] [242.2/1000.0] [batch_t 0.487 (0.440)] [data_t 0.015] [optim_t 0.472] [lr 0.002590] [CE 4.295 (4.253)] [KD 3.660 (3.513)] +2024-10-16 12:51:22,731 - Train: 24.22% [303050/1251000] [242.2/1000.0] [batch_t 0.370 (0.440)] [data_t 0.015] [optim_t 0.354] [lr 0.002590] [CE 4.305 (4.287)] [KD 3.489 (3.458)] +2024-10-16 12:51:44,599 - Train: 24.23% [303100/1251000] [242.3/1000.0] [batch_t 0.413 (0.437)] [data_t 0.015] [optim_t 0.398] [lr 0.002590] [CE 4.331 (4.222)] [KD 3.688 (3.523)] +2024-10-16 12:52:06,743 - Train: 24.23% [303150/1251000] [242.3/1000.0] [batch_t 0.496 (0.443)] [data_t 0.015] [optim_t 0.481] [lr 0.002590] [CE 4.201 (4.338)] [KD 3.348 (3.524)] +2024-10-16 12:52:28,701 - Train: 24.24% [303200/1251000] [242.4/1000.0] [batch_t 0.530 (0.439)] [data_t 0.016] [optim_t 0.514] [lr 0.002590] [CE 4.402 (4.291)] [KD 3.535 (3.522)] +2024-10-16 12:52:50,857 - Train: 24.24% [303250/1251000] [242.4/1000.0] [batch_t 0.425 (0.443)] [data_t 0.015] [optim_t 0.409] [lr 0.002590] [CE 4.590 (4.291)] [KD 3.812 (3.516)] +2024-10-16 12:53:12,337 - Train: 24.24% [303300/1251000] [242.4/1000.0] [batch_t 0.475 (0.430)] [data_t 0.015] [optim_t 0.459] [lr 0.002590] [CE 3.691 (4.235)] [KD 3.239 (3.468)] +2024-10-16 12:53:33,220 - Train: 24.25% [303350/1251000] [242.5/1000.0] [batch_t 0.391 (0.418)] [data_t 0.015] [optim_t 0.376] [lr 0.002590] [CE 4.044 (4.223)] [KD 3.409 (3.477)] +2024-10-16 12:53:53,538 - Train: 24.25% [303400/1251000] [242.5/1000.0] [batch_t 0.359 (0.406)] [data_t 0.016] [optim_t 0.343] [lr 0.002589] [CE 4.302 (4.272)] [KD 3.530 (3.558)] +2024-10-16 12:54:14,811 - Train: 24.26% [303450/1251000] [242.6/1000.0] [batch_t 0.422 (0.425)] [data_t 0.015] [optim_t 0.406] [lr 0.002589] [CE 4.183 (4.276)] [KD 3.921 (3.612)] +2024-10-16 12:54:35,895 - Train: 24.26% [303500/1251000] [242.6/1000.0] [batch_t 0.383 (0.422)] [data_t 0.015] [optim_t 0.367] [lr 0.002589] [CE 3.912 (4.271)] [KD 3.337 (3.563)] +2024-10-16 12:54:57,542 - Train: 24.26% [303550/1251000] [242.6/1000.0] [batch_t 0.520 (0.433)] [data_t 0.015] [optim_t 0.504] [lr 0.002589] [CE 4.175 (4.275)] [KD 3.484 (3.576)] +2024-10-16 12:55:18,715 - Train: 24.27% [303600/1251000] [242.7/1000.0] [batch_t 0.407 (0.423)] [data_t 0.015] [optim_t 0.392] [lr 0.002589] [CE 3.924 (4.362)] [KD 3.407 (3.614)] +2024-10-16 12:55:40,226 - Train: 24.27% [303650/1251000] [242.7/1000.0] [batch_t 0.407 (0.430)] [data_t 0.015] [optim_t 0.392] [lr 0.002589] [CE 4.272 (4.319)] [KD 3.500 (3.599)] +2024-10-16 12:56:01,894 - Train: 24.28% [303700/1251000] [242.8/1000.0] [batch_t 0.383 (0.433)] [data_t 0.015] [optim_t 0.368] [lr 0.002589] [CE 4.437 (4.349)] [KD 3.472 (3.585)] +2024-10-16 12:56:23,330 - Train: 24.28% [303750/1251000] [242.8/1000.0] [batch_t 0.435 (0.429)] [data_t 0.015] [optim_t 0.420] [lr 0.002589] [CE 4.230 (4.261)] [KD 3.368 (3.550)] +2024-10-16 12:56:45,533 - Train: 24.28% [303800/1251000] [242.8/1000.0] [batch_t 0.530 (0.444)] [data_t 0.015] [optim_t 0.514] [lr 0.002588] [CE 4.225 (4.231)] [KD 3.559 (3.476)] +2024-10-16 12:57:07,667 - Train: 24.29% [303850/1251000] [242.9/1000.0] [batch_t 0.415 (0.443)] [data_t 0.015] [optim_t 0.399] [lr 0.002588] [CE 4.155 (4.294)] [KD 3.447 (3.522)] +2024-10-16 12:57:29,578 - Train: 24.29% [303900/1251000] [242.9/1000.0] [batch_t 0.539 (0.438)] [data_t 0.015] [optim_t 0.523] [lr 0.002588] [CE 4.745 (4.283)] [KD 3.805 (3.517)] +2024-10-16 12:57:51,545 - Train: 24.30% [303950/1251000] [243.0/1000.0] [batch_t 0.456 (0.439)] [data_t 0.015] [optim_t 0.441] [lr 0.002588] [CE 3.963 (4.350)] [KD 3.294 (3.551)] +2024-10-16 12:58:31,249 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 37298] [top5_cnt 46283] [top_all 50000] +2024-10-16 12:58:31,249 - net: 74.596 (92.566) +2024-10-16 12:58:52,765 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 39797] [top5_cnt 47477] [top_all 50000] +2024-10-16 12:58:52,765 - net_E: 79.594 (94.954) +2024-10-16 12:58:52,897 - Max [top1: 75.264 (epoch: 238)] [top1-ema: 79.594 (epoch: 243)] +2024-10-16 12:58:52,898 - ==> Total time: 1 day, 13:17:01 Eta: 4 days, 20:08:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 12:59:03,105 - Train: 24.30% [304000/1251000] [243.0/1000.0] [batch_t 0.360 (0.903)] [data_t 0.015] [optim_t 0.345] [lr 0.002588] [CE 4.537 (4.348)] [KD 3.497 (3.480)] +2024-10-16 12:59:22,429 - Train: 24.30% [304050/1251000] [243.0/1000.0] [batch_t 0.441 (0.386)] [data_t 0.015] [optim_t 0.426] [lr 0.002588] [CE 3.963 (4.254)] [KD 3.374 (3.502)] +2024-10-16 12:59:44,739 - Train: 24.31% [304100/1251000] [243.1/1000.0] [batch_t 0.429 (0.446)] [data_t 0.015] [optim_t 0.414] [lr 0.002588] [CE 4.805 (4.222)] [KD 3.686 (3.463)] +2024-10-16 13:00:06,485 - Train: 24.31% [304150/1251000] [243.1/1000.0] [batch_t 0.386 (0.435)] [data_t 0.015] [optim_t 0.370] [lr 0.002587] [CE 4.190 (4.241)] [KD 3.447 (3.461)] +2024-10-16 13:00:27,833 - Train: 24.32% [304200/1251000] [243.2/1000.0] [batch_t 0.483 (0.427)] [data_t 0.015] [optim_t 0.468] [lr 0.002587] [CE 3.936 (4.219)] [KD 3.224 (3.486)] +2024-10-16 13:00:49,677 - Train: 24.32% [304250/1251000] [243.2/1000.0] [batch_t 0.442 (0.437)] [data_t 0.015] [optim_t 0.427] [lr 0.002587] [CE 4.356 (4.240)] [KD 3.418 (3.505)] +2024-10-16 13:01:11,326 - Train: 24.32% [304300/1251000] [243.2/1000.0] [batch_t 0.459 (0.433)] [data_t 0.015] [optim_t 0.443] [lr 0.002587] [CE 4.635 (4.191)] [KD 3.405 (3.515)] +2024-10-16 13:01:31,769 - Train: 24.33% [304350/1251000] [243.3/1000.0] [batch_t 0.398 (0.409)] [data_t 0.016] [optim_t 0.382] [lr 0.002587] [CE 4.554 (4.259)] [KD 3.749 (3.568)] +2024-10-16 13:01:52,519 - Train: 24.33% [304400/1251000] [243.3/1000.0] [batch_t 0.440 (0.415)] [data_t 0.015] [optim_t 0.424] [lr 0.002587] [CE 3.963 (4.267)] [KD 3.314 (3.573)] +2024-10-16 13:02:13,411 - Train: 24.34% [304450/1251000] [243.4/1000.0] [batch_t 0.398 (0.418)] [data_t 0.015] [optim_t 0.382] [lr 0.002587] [CE 4.187 (4.270)] [KD 3.343 (3.509)] +2024-10-16 13:02:34,843 - Train: 24.34% [304500/1251000] [243.4/1000.0] [batch_t 0.433 (0.429)] [data_t 0.015] [optim_t 0.417] [lr 0.002587] [CE 4.477 (4.312)] [KD 3.631 (3.548)] +2024-10-16 13:02:55,792 - Train: 24.34% [304550/1251000] [243.4/1000.0] [batch_t 0.481 (0.419)] [data_t 0.015] [optim_t 0.466] [lr 0.002586] [CE 4.165 (4.295)] [KD 3.449 (3.530)] +2024-10-16 13:03:17,475 - Train: 24.35% [304600/1251000] [243.5/1000.0] [batch_t 0.416 (0.434)] [data_t 0.015] [optim_t 0.400] [lr 0.002586] [CE 4.442 (4.275)] [KD 3.644 (3.532)] +2024-10-16 13:03:39,411 - Train: 24.35% [304650/1251000] [243.5/1000.0] [batch_t 0.415 (0.439)] [data_t 0.016] [optim_t 0.400] [lr 0.002586] [CE 3.980 (4.246)] [KD 3.377 (3.465)] +2024-10-16 13:04:00,054 - Train: 24.36% [304700/1251000] [243.6/1000.0] [batch_t 0.385 (0.413)] [data_t 0.015] [optim_t 0.370] [lr 0.002586] [CE 4.530 (4.264)] [KD 3.748 (3.557)] +2024-10-16 13:04:21,411 - Train: 24.36% [304750/1251000] [243.6/1000.0] [batch_t 0.453 (0.427)] [data_t 0.015] [optim_t 0.438] [lr 0.002586] [CE 4.124 (4.232)] [KD 3.425 (3.526)] +2024-10-16 13:04:42,831 - Train: 24.36% [304800/1251000] [243.6/1000.0] [batch_t 0.416 (0.428)] [data_t 0.015] [optim_t 0.401] [lr 0.002586] [CE 4.452 (4.255)] [KD 3.626 (3.506)] +2024-10-16 13:05:03,682 - Train: 24.37% [304850/1251000] [243.7/1000.0] [batch_t 0.431 (0.417)] [data_t 0.015] [optim_t 0.415] [lr 0.002586] [CE 4.110 (4.361)] [KD 3.411 (3.561)] +2024-10-16 13:05:24,636 - Train: 24.37% [304900/1251000] [243.7/1000.0] [batch_t 0.452 (0.419)] [data_t 0.015] [optim_t 0.437] [lr 0.002586] [CE 4.394 (4.197)] [KD 3.466 (3.530)] +2024-10-16 13:05:45,900 - Train: 24.38% [304950/1251000] [243.8/1000.0] [batch_t 0.410 (0.425)] [data_t 0.015] [optim_t 0.394] [lr 0.002585] [CE 4.507 (4.338)] [KD 3.659 (3.582)] +2024-10-16 13:06:06,827 - Train: 24.38% [305000/1251000] [243.8/1000.0] [batch_t 0.390 (0.418)] [data_t 0.015] [optim_t 0.375] [lr 0.002585] [CE 4.253 (4.260)] [KD 3.449 (3.573)] +2024-10-16 13:06:27,713 - Train: 24.38% [305050/1251000] [243.8/1000.0] [batch_t 0.470 (0.418)] [data_t 0.015] [optim_t 0.455] [lr 0.002585] [CE 4.252 (4.302)] [KD 3.461 (3.565)] +2024-10-16 13:06:48,688 - Train: 24.39% [305100/1251000] [243.9/1000.0] [batch_t 0.496 (0.419)] [data_t 0.015] [optim_t 0.480] [lr 0.002585] [CE 3.581 (4.270)] [KD 3.271 (3.531)] +2024-10-16 13:07:10,024 - Train: 24.39% [305150/1251000] [243.9/1000.0] [batch_t 0.436 (0.427)] [data_t 0.015] [optim_t 0.421] [lr 0.002585] [CE 3.775 (4.221)] [KD 3.369 (3.503)] +2024-10-16 13:07:31,494 - Train: 24.40% [305200/1251000] [244.0/1000.0] [batch_t 0.407 (0.429)] [data_t 0.015] [optim_t 0.392] [lr 0.002585] [CE 4.421 (4.289)] [KD 3.687 (3.535)] +2024-10-16 13:08:11,236 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.432)] [top1_cnt 37589] [top5_cnt 46359] [top_all 50000] +2024-10-16 13:08:11,236 - net: 75.178 (92.718) +2024-10-16 13:08:32,533 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 39765] [top5_cnt 47492] [top_all 50000] +2024-10-16 13:08:32,533 - net_E: 79.530 (94.984) +2024-10-16 13:08:32,727 - Max [top1: 75.264 (epoch: 238)] [top1-ema: 79.594 (epoch: 243)] +2024-10-16 13:08:32,728 - ==> Total time: 1 day, 13:26:41 Eta: 4 days, 20:01:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 13:08:41,176 - Train: 24.40% [305250/1251000] [244.0/1000.0] [batch_t 0.357 (1.143)] [data_t 0.016] [optim_t 0.341] [lr 0.002585] [CE 4.215 (4.275)] [KD 3.441 (3.462)] +2024-10-16 13:08:59,777 - Train: 24.40% [305300/1251000] [244.0/1000.0] [batch_t 0.359 (0.372)] [data_t 0.015] [optim_t 0.344] [lr 0.002585] [CE 4.761 (4.305)] [KD 3.732 (3.461)] +2024-10-16 13:09:20,836 - Train: 24.41% [305350/1251000] [244.1/1000.0] [batch_t 0.438 (0.421)] [data_t 0.015] [optim_t 0.423] [lr 0.002584] [CE 4.364 (4.274)] [KD 3.671 (3.492)] +2024-10-16 13:09:41,884 - Train: 24.41% [305400/1251000] [244.1/1000.0] [batch_t 0.425 (0.421)] [data_t 0.015] [optim_t 0.410] [lr 0.002584] [CE 3.869 (4.227)] [KD 3.447 (3.506)] +2024-10-16 13:10:03,177 - Train: 24.42% [305450/1251000] [244.2/1000.0] [batch_t 0.419 (0.426)] [data_t 0.016] [optim_t 0.403] [lr 0.002584] [CE 3.964 (4.333)] [KD 3.309 (3.526)] +2024-10-16 13:10:24,094 - Train: 24.42% [305500/1251000] [244.2/1000.0] [batch_t 0.411 (0.418)] [data_t 0.015] [optim_t 0.396] [lr 0.002584] [CE 4.629 (4.280)] [KD 3.565 (3.485)] +2024-10-16 13:10:45,220 - Train: 24.42% [305550/1251000] [244.2/1000.0] [batch_t 0.447 (0.422)] [data_t 0.015] [optim_t 0.432] [lr 0.002584] [CE 3.863 (4.368)] [KD 3.565 (3.548)] +2024-10-16 13:11:06,622 - Train: 24.43% [305600/1251000] [244.3/1000.0] [batch_t 0.462 (0.428)] [data_t 0.015] [optim_t 0.447] [lr 0.002584] [CE 4.435 (4.259)] [KD 3.669 (3.528)] +2024-10-16 13:11:28,015 - Train: 24.43% [305650/1251000] [244.3/1000.0] [batch_t 0.422 (0.428)] [data_t 0.015] [optim_t 0.406] [lr 0.002584] [CE 3.969 (4.313)] [KD 3.533 (3.553)] +2024-10-16 13:11:49,418 - Train: 24.44% [305700/1251000] [244.4/1000.0] [batch_t 0.464 (0.428)] [data_t 0.015] [optim_t 0.449] [lr 0.002583] [CE 4.482 (4.341)] [KD 3.708 (3.579)] +2024-10-16 13:12:10,851 - Train: 24.44% [305750/1251000] [244.4/1000.0] [batch_t 0.411 (0.429)] [data_t 0.015] [optim_t 0.395] [lr 0.002583] [CE 3.425 (4.267)] [KD 3.003 (3.531)] +2024-10-16 13:12:32,936 - Train: 24.44% [305800/1251000] [244.4/1000.0] [batch_t 0.515 (0.442)] [data_t 0.175] [optim_t 0.340] [lr 0.002583] [CE 4.482 (4.309)] [KD 3.690 (3.509)] +2024-10-16 13:12:53,690 - Train: 24.45% [305850/1251000] [244.5/1000.0] [batch_t 0.445 (0.415)] [data_t 0.100] [optim_t 0.346] [lr 0.002583] [CE 4.476 (4.252)] [KD 3.685 (3.467)] +2024-10-16 13:13:14,753 - Train: 24.45% [305900/1251000] [244.5/1000.0] [batch_t 0.394 (0.421)] [data_t 0.051] [optim_t 0.343] [lr 0.002583] [CE 3.859 (4.302)] [KD 3.175 (3.517)] +2024-10-16 13:13:35,772 - Train: 24.46% [305950/1251000] [244.6/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.002583] [CE 4.308 (4.220)] [KD 3.526 (3.484)] +2024-10-16 13:13:57,757 - Train: 24.46% [306000/1251000] [244.6/1000.0] [batch_t 0.455 (0.440)] [data_t 0.111] [optim_t 0.344] [lr 0.002583] [CE 4.515 (4.272)] [KD 3.609 (3.504)] +2024-10-16 13:14:18,928 - Train: 24.46% [306050/1251000] [244.6/1000.0] [batch_t 0.404 (0.423)] [data_t 0.063] [optim_t 0.341] [lr 0.002583] [CE 3.970 (4.232)] [KD 3.479 (3.567)] +2024-10-16 13:14:40,379 - Train: 24.47% [306100/1251000] [244.7/1000.0] [batch_t 0.411 (0.429)] [data_t 0.069] [optim_t 0.342] [lr 0.002582] [CE 4.390 (4.318)] [KD 3.612 (3.555)] +2024-10-16 13:15:01,090 - Train: 24.47% [306150/1251000] [244.7/1000.0] [batch_t 0.468 (0.414)] [data_t 0.126] [optim_t 0.342] [lr 0.002582] [CE 3.868 (4.223)] [KD 3.198 (3.525)] +2024-10-16 13:15:22,145 - Train: 24.48% [306200/1251000] [244.8/1000.0] [batch_t 0.463 (0.421)] [data_t 0.123] [optim_t 0.340] [lr 0.002582] [CE 3.798 (4.212)] [KD 3.390 (3.495)] +2024-10-16 13:15:42,969 - Train: 24.48% [306250/1251000] [244.8/1000.0] [batch_t 0.458 (0.416)] [data_t 0.116] [optim_t 0.342] [lr 0.002582] [CE 4.580 (4.282)] [KD 3.547 (3.536)] +2024-10-16 13:16:03,815 - Train: 24.48% [306300/1251000] [244.8/1000.0] [batch_t 0.381 (0.417)] [data_t 0.039] [optim_t 0.342] [lr 0.002582] [CE 4.224 (4.331)] [KD 3.633 (3.581)] +2024-10-16 13:16:24,789 - Train: 24.49% [306350/1251000] [244.9/1000.0] [batch_t 0.467 (0.419)] [data_t 0.125] [optim_t 0.342] [lr 0.002582] [CE 4.136 (4.276)] [KD 3.440 (3.544)] +2024-10-16 13:16:45,597 - Train: 24.49% [306400/1251000] [244.9/1000.0] [batch_t 0.428 (0.416)] [data_t 0.086] [optim_t 0.342] [lr 0.002582] [CE 4.626 (4.319)] [KD 3.815 (3.576)] +2024-10-16 13:17:06,615 - Train: 24.50% [306450/1251000] [245.0/1000.0] [batch_t 0.482 (0.420)] [data_t 0.141] [optim_t 0.341] [lr 0.002582] [CE 3.904 (4.262)] [KD 3.477 (3.531)] +2024-10-16 13:17:45,721 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 37116] [top5_cnt 46203] [top_all 50000] +2024-10-16 13:17:45,722 - net: 74.232 (92.406) +2024-10-16 13:18:06,653 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 39751] [top5_cnt 47475] [top_all 50000] +2024-10-16 13:18:06,654 - net_E: 79.502 (94.950) +2024-10-16 13:18:06,804 - Max [top1: 75.264 (epoch: 238)] [top1-ema: 79.594 (epoch: 243)] +2024-10-16 13:18:06,805 - ==> Total time: 1 day, 13:36:15 Eta: 4 days, 19:52:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 13:18:15,437 - Train: 24.50% [306500/1251000] [245.0/1000.0] [batch_t 0.358 (1.443)] [data_t 0.015] [optim_t 0.343] [lr 0.002581] [CE 4.255 (4.352)] [KD 3.737 (3.482)] +2024-10-16 13:18:33,940 - Train: 24.50% [306550/1251000] [245.0/1000.0] [batch_t 0.405 (0.370)] [data_t 0.063] [optim_t 0.342] [lr 0.002581] [CE 4.070 (4.311)] [KD 3.364 (3.501)] +2024-10-16 13:18:55,732 - Train: 24.51% [306600/1251000] [245.1/1000.0] [batch_t 0.604 (0.436)] [data_t 0.015] [optim_t 0.589] [lr 0.002581] [CE 4.353 (4.323)] [KD 3.369 (3.551)] +2024-10-16 13:19:16,729 - Train: 24.51% [306650/1251000] [245.1/1000.0] [batch_t 0.364 (0.420)] [data_t 0.015] [optim_t 0.349] [lr 0.002581] [CE 4.393 (4.230)] [KD 3.493 (3.500)] +2024-10-16 13:19:38,004 - Train: 24.52% [306700/1251000] [245.2/1000.0] [batch_t 0.415 (0.425)] [data_t 0.015] [optim_t 0.400] [lr 0.002581] [CE 3.669 (4.298)] [KD 3.113 (3.511)] +2024-10-16 13:19:59,776 - Train: 24.52% [306750/1251000] [245.2/1000.0] [batch_t 0.444 (0.435)] [data_t 0.015] [optim_t 0.429] [lr 0.002581] [CE 4.146 (4.279)] [KD 3.416 (3.484)] +2024-10-16 13:20:20,449 - Train: 24.52% [306800/1251000] [245.2/1000.0] [batch_t 0.438 (0.413)] [data_t 0.015] [optim_t 0.422] [lr 0.002581] [CE 4.049 (4.307)] [KD 3.314 (3.490)] +2024-10-16 13:20:41,361 - Train: 24.53% [306850/1251000] [245.3/1000.0] [batch_t 0.362 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.002580] [CE 4.972 (4.349)] [KD 3.650 (3.547)] +2024-10-16 13:21:02,707 - Train: 24.53% [306900/1251000] [245.3/1000.0] [batch_t 0.385 (0.427)] [data_t 0.015] [optim_t 0.369] [lr 0.002580] [CE 4.507 (4.245)] [KD 3.681 (3.476)] +2024-10-16 13:21:23,703 - Train: 24.54% [306950/1251000] [245.4/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.002580] [CE 4.141 (4.236)] [KD 3.738 (3.524)] +2024-10-16 13:21:44,845 - Train: 24.54% [307000/1251000] [245.4/1000.0] [batch_t 0.466 (0.423)] [data_t 0.015] [optim_t 0.451] [lr 0.002580] [CE 4.297 (4.175)] [KD 3.481 (3.476)] +2024-10-16 13:22:06,030 - Train: 24.54% [307050/1251000] [245.4/1000.0] [batch_t 0.380 (0.424)] [data_t 0.015] [optim_t 0.365] [lr 0.002580] [CE 4.196 (4.225)] [KD 3.566 (3.532)] +2024-10-16 13:22:26,822 - Train: 24.55% [307100/1251000] [245.5/1000.0] [batch_t 0.408 (0.416)] [data_t 0.015] [optim_t 0.393] [lr 0.002580] [CE 4.224 (4.210)] [KD 3.459 (3.494)] +2024-10-16 13:22:48,292 - Train: 24.55% [307150/1251000] [245.5/1000.0] [batch_t 0.431 (0.429)] [data_t 0.015] [optim_t 0.416] [lr 0.002580] [CE 4.426 (4.300)] [KD 3.683 (3.550)] +2024-10-16 13:23:09,279 - Train: 24.56% [307200/1251000] [245.6/1000.0] [batch_t 0.366 (0.420)] [data_t 0.015] [optim_t 0.350] [lr 0.002580] [CE 4.705 (4.359)] [KD 3.732 (3.570)] +2024-10-16 13:23:29,968 - Train: 24.56% [307250/1251000] [245.6/1000.0] [batch_t 0.430 (0.414)] [data_t 0.015] [optim_t 0.415] [lr 0.002579] [CE 4.153 (4.238)] [KD 3.401 (3.500)] +2024-10-16 13:23:51,324 - Train: 24.56% [307300/1251000] [245.6/1000.0] [batch_t 0.448 (0.427)] [data_t 0.015] [optim_t 0.433] [lr 0.002579] [CE 4.201 (4.266)] [KD 3.554 (3.499)] +2024-10-16 13:24:12,257 - Train: 24.57% [307350/1251000] [245.7/1000.0] [batch_t 0.446 (0.419)] [data_t 0.015] [optim_t 0.430] [lr 0.002579] [CE 4.197 (4.309)] [KD 3.336 (3.510)] +2024-10-16 13:24:33,460 - Train: 24.57% [307400/1251000] [245.7/1000.0] [batch_t 0.410 (0.424)] [data_t 0.016] [optim_t 0.394] [lr 0.002579] [CE 4.250 (4.306)] [KD 3.423 (3.517)] +2024-10-16 13:24:54,468 - Train: 24.58% [307450/1251000] [245.8/1000.0] [batch_t 0.433 (0.420)] [data_t 0.016] [optim_t 0.418] [lr 0.002579] [CE 4.135 (4.263)] [KD 3.558 (3.526)] +2024-10-16 13:25:15,061 - Train: 24.58% [307500/1251000] [245.8/1000.0] [batch_t 0.425 (0.412)] [data_t 0.015] [optim_t 0.410] [lr 0.002579] [CE 3.814 (4.284)] [KD 3.406 (3.528)] +2024-10-16 13:25:36,412 - Train: 24.58% [307550/1251000] [245.8/1000.0] [batch_t 0.458 (0.427)] [data_t 0.015] [optim_t 0.442] [lr 0.002579] [CE 4.542 (4.334)] [KD 3.675 (3.540)] +2024-10-16 13:25:57,351 - Train: 24.59% [307600/1251000] [245.9/1000.0] [batch_t 0.370 (0.419)] [data_t 0.015] [optim_t 0.354] [lr 0.002579] [CE 4.615 (4.306)] [KD 3.545 (3.550)] +2024-10-16 13:26:18,386 - Train: 24.59% [307650/1251000] [245.9/1000.0] [batch_t 0.405 (0.421)] [data_t 0.015] [optim_t 0.390] [lr 0.002578] [CE 4.337 (4.228)] [KD 3.412 (3.522)] +2024-10-16 13:26:39,449 - Train: 24.60% [307700/1251000] [246.0/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.002578] [CE 4.330 (4.238)] [KD 3.530 (3.525)] +2024-10-16 13:27:19,982 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 37692] [top5_cnt 46486] [top_all 50000] +2024-10-16 13:27:19,983 - net: 75.384 (92.972) +2024-10-16 13:27:41,459 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 39768] [top5_cnt 47476] [top_all 50000] +2024-10-16 13:27:41,459 - net_E: 79.536 (94.952) +2024-10-16 13:27:41,649 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.594 (epoch: 243)] +2024-10-16 13:27:41,650 - ==> Total time: 1 day, 13:45:50 Eta: 4 days, 19:44:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 13:27:50,304 - Train: 24.60% [307750/1251000] [246.0/1000.0] [batch_t 0.359 (1.159)] [data_t 0.015] [optim_t 0.344] [lr 0.002578] [CE 3.663 (4.292)] [KD 3.269 (3.450)] +2024-10-16 13:28:09,188 - Train: 24.60% [307800/1251000] [246.0/1000.0] [batch_t 0.411 (0.378)] [data_t 0.015] [optim_t 0.396] [lr 0.002578] [CE 4.434 (4.236)] [KD 3.611 (3.464)] +2024-10-16 13:28:30,462 - Train: 24.61% [307850/1251000] [246.1/1000.0] [batch_t 0.434 (0.425)] [data_t 0.015] [optim_t 0.419] [lr 0.002578] [CE 4.231 (4.228)] [KD 3.289 (3.469)] +2024-10-16 13:28:52,087 - Train: 24.61% [307900/1251000] [246.1/1000.0] [batch_t 0.442 (0.432)] [data_t 0.015] [optim_t 0.427] [lr 0.002578] [CE 4.353 (4.309)] [KD 3.535 (3.474)] +2024-10-16 13:29:12,900 - Train: 24.62% [307950/1251000] [246.2/1000.0] [batch_t 0.448 (0.416)] [data_t 0.015] [optim_t 0.432] [lr 0.002578] [CE 3.922 (4.240)] [KD 3.251 (3.477)] +2024-10-16 13:29:34,489 - Train: 24.62% [308000/1251000] [246.2/1000.0] [batch_t 0.424 (0.432)] [data_t 0.015] [optim_t 0.408] [lr 0.002578] [CE 4.389 (4.192)] [KD 3.474 (3.473)] +2024-10-16 13:29:55,450 - Train: 24.62% [308050/1251000] [246.2/1000.0] [batch_t 0.360 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.002577] [CE 4.155 (4.264)] [KD 3.378 (3.511)] +2024-10-16 13:30:16,617 - Train: 24.63% [308100/1251000] [246.3/1000.0] [batch_t 0.377 (0.423)] [data_t 0.015] [optim_t 0.362] [lr 0.002577] [CE 3.756 (4.326)] [KD 3.113 (3.493)] +2024-10-16 13:30:37,980 - Train: 24.63% [308150/1251000] [246.3/1000.0] [batch_t 0.392 (0.427)] [data_t 0.015] [optim_t 0.377] [lr 0.002577] [CE 4.394 (4.187)] [KD 3.516 (3.454)] +2024-10-16 13:30:59,575 - Train: 24.64% [308200/1251000] [246.4/1000.0] [batch_t 0.421 (0.432)] [data_t 0.015] [optim_t 0.406] [lr 0.002577] [CE 3.363 (4.228)] [KD 2.903 (3.412)] +2024-10-16 13:31:21,062 - Train: 24.64% [308250/1251000] [246.4/1000.0] [batch_t 0.456 (0.430)] [data_t 0.015] [optim_t 0.440] [lr 0.002577] [CE 4.349 (4.310)] [KD 3.632 (3.502)] +2024-10-16 13:31:42,382 - Train: 24.64% [308300/1251000] [246.4/1000.0] [batch_t 0.444 (0.426)] [data_t 0.015] [optim_t 0.429] [lr 0.002577] [CE 4.434 (4.251)] [KD 3.717 (3.523)] +2024-10-16 13:32:03,660 - Train: 24.65% [308350/1251000] [246.5/1000.0] [batch_t 0.423 (0.425)] [data_t 0.015] [optim_t 0.408] [lr 0.002577] [CE 4.602 (4.331)] [KD 3.586 (3.558)] +2024-10-16 13:32:24,863 - Train: 24.65% [308400/1251000] [246.5/1000.0] [batch_t 0.423 (0.424)] [data_t 0.015] [optim_t 0.407] [lr 0.002576] [CE 3.991 (4.294)] [KD 3.431 (3.512)] +2024-10-16 13:32:45,733 - Train: 24.66% [308450/1251000] [246.6/1000.0] [batch_t 0.506 (0.417)] [data_t 0.015] [optim_t 0.491] [lr 0.002576] [CE 4.668 (4.187)] [KD 3.802 (3.476)] +2024-10-16 13:33:06,829 - Train: 24.66% [308500/1251000] [246.6/1000.0] [batch_t 0.424 (0.422)] [data_t 0.015] [optim_t 0.409] [lr 0.002576] [CE 4.771 (4.289)] [KD 3.708 (3.522)] +2024-10-16 13:33:27,604 - Train: 24.66% [308550/1251000] [246.6/1000.0] [batch_t 0.446 (0.415)] [data_t 0.015] [optim_t 0.431] [lr 0.002576] [CE 4.340 (4.217)] [KD 3.607 (3.475)] +2024-10-16 13:33:48,835 - Train: 24.67% [308600/1251000] [246.7/1000.0] [batch_t 0.408 (0.425)] [data_t 0.016] [optim_t 0.392] [lr 0.002576] [CE 4.581 (4.290)] [KD 3.577 (3.510)] +2024-10-16 13:34:10,393 - Train: 24.67% [308650/1251000] [246.7/1000.0] [batch_t 0.461 (0.431)] [data_t 0.016] [optim_t 0.445] [lr 0.002576] [CE 4.022 (4.252)] [KD 3.145 (3.500)] +2024-10-16 13:34:31,272 - Train: 24.68% [308700/1251000] [246.8/1000.0] [batch_t 0.435 (0.417)] [data_t 0.015] [optim_t 0.420] [lr 0.002576] [CE 4.104 (4.233)] [KD 3.386 (3.479)] +2024-10-16 13:34:53,005 - Train: 24.68% [308750/1251000] [246.8/1000.0] [batch_t 0.401 (0.435)] [data_t 0.015] [optim_t 0.385] [lr 0.002576] [CE 4.390 (4.172)] [KD 3.608 (3.496)] +2024-10-16 13:35:13,991 - Train: 24.68% [308800/1251000] [246.8/1000.0] [batch_t 0.359 (0.420)] [data_t 0.015] [optim_t 0.343] [lr 0.002575] [CE 3.981 (4.327)] [KD 3.359 (3.553)] +2024-10-16 13:35:35,326 - Train: 24.69% [308850/1251000] [246.9/1000.0] [batch_t 0.444 (0.427)] [data_t 0.016] [optim_t 0.428] [lr 0.002575] [CE 4.422 (4.312)] [KD 3.682 (3.555)] +2024-10-16 13:35:56,597 - Train: 24.69% [308900/1251000] [246.9/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.346] [lr 0.002575] [CE 3.484 (4.277)] [KD 3.214 (3.547)] +2024-10-16 13:36:17,878 - Train: 24.70% [308950/1251000] [247.0/1000.0] [batch_t 0.412 (0.426)] [data_t 0.015] [optim_t 0.396] [lr 0.002575] [CE 4.724 (4.316)] [KD 3.786 (3.599)] +2024-10-16 13:36:58,236 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 37449] [top5_cnt 46281] [top_all 50000] +2024-10-16 13:36:58,237 - net: 74.898 (92.562) +2024-10-16 13:37:19,621 - Test (net_E): 100.00% [50/50] [batch_t 0.138 (0.421)] [top1_cnt 39796] [top5_cnt 47460] [top_all 50000] +2024-10-16 13:37:19,622 - net_E: 79.592 (94.920) +2024-10-16 13:37:19,816 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.594 (epoch: 243)] +2024-10-16 13:37:19,816 - ==> Total time: 1 day, 13:55:28 Eta: 4 days, 19:36:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 13:37:27,124 - Train: 24.70% [309000/1251000] [247.0/1000.0] [batch_t 0.360 (1.997)] [data_t 0.015] [optim_t 0.344] [lr 0.002575] [CE 4.010 (4.435)] [KD 3.527 (3.678)] +2024-10-16 13:37:45,815 - Train: 24.70% [309050/1251000] [247.0/1000.0] [batch_t 0.360 (0.374)] [data_t 0.015] [optim_t 0.344] [lr 0.002575] [CE 4.675 (4.312)] [KD 3.699 (3.553)] +2024-10-16 13:38:06,688 - Train: 24.71% [309100/1251000] [247.1/1000.0] [batch_t 0.461 (0.417)] [data_t 0.015] [optim_t 0.446] [lr 0.002575] [CE 4.463 (4.309)] [KD 3.533 (3.546)] +2024-10-16 13:38:28,711 - Train: 24.71% [309150/1251000] [247.1/1000.0] [batch_t 0.453 (0.440)] [data_t 0.015] [optim_t 0.437] [lr 0.002575] [CE 4.426 (4.327)] [KD 3.464 (3.530)] +2024-10-16 13:38:50,821 - Train: 24.72% [309200/1251000] [247.2/1000.0] [batch_t 0.406 (0.442)] [data_t 0.015] [optim_t 0.391] [lr 0.002574] [CE 5.073 (4.323)] [KD 3.816 (3.511)] +2024-10-16 13:39:12,444 - Train: 24.72% [309250/1251000] [247.2/1000.0] [batch_t 0.442 (0.432)] [data_t 0.015] [optim_t 0.427] [lr 0.002574] [CE 4.458 (4.302)] [KD 3.616 (3.516)] +2024-10-16 13:39:34,505 - Train: 24.72% [309300/1251000] [247.2/1000.0] [batch_t 0.452 (0.441)] [data_t 0.015] [optim_t 0.436] [lr 0.002574] [CE 4.623 (4.230)] [KD 3.609 (3.496)] +2024-10-16 13:39:56,463 - Train: 24.73% [309350/1251000] [247.3/1000.0] [batch_t 0.443 (0.439)] [data_t 0.015] [optim_t 0.427] [lr 0.002574] [CE 4.325 (4.252)] [KD 3.412 (3.517)] +2024-10-16 13:40:17,693 - Train: 24.73% [309400/1251000] [247.3/1000.0] [batch_t 0.477 (0.425)] [data_t 0.015] [optim_t 0.461] [lr 0.002574] [CE 4.627 (4.292)] [KD 3.577 (3.515)] +2024-10-16 13:40:38,752 - Train: 24.74% [309450/1251000] [247.4/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.002574] [CE 4.088 (4.222)] [KD 3.279 (3.488)] +2024-10-16 13:40:59,729 - Train: 24.74% [309500/1251000] [247.4/1000.0] [batch_t 0.389 (0.419)] [data_t 0.015] [optim_t 0.374] [lr 0.002574] [CE 4.226 (4.256)] [KD 3.410 (3.530)] +2024-10-16 13:41:21,631 - Train: 24.74% [309550/1251000] [247.4/1000.0] [batch_t 0.424 (0.438)] [data_t 0.015] [optim_t 0.408] [lr 0.002573] [CE 4.085 (4.303)] [KD 3.389 (3.519)] +2024-10-16 13:41:42,826 - Train: 24.75% [309600/1251000] [247.5/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.343] [lr 0.002573] [CE 4.386 (4.313)] [KD 3.461 (3.486)] +2024-10-16 13:42:03,445 - Train: 24.75% [309650/1251000] [247.5/1000.0] [batch_t 0.362 (0.412)] [data_t 0.015] [optim_t 0.346] [lr 0.002573] [CE 4.255 (4.336)] [KD 3.448 (3.484)] +2024-10-16 13:42:24,110 - Train: 24.76% [309700/1251000] [247.6/1000.0] [batch_t 0.533 (0.413)] [data_t 0.015] [optim_t 0.518] [lr 0.002573] [CE 4.304 (4.338)] [KD 3.557 (3.531)] +2024-10-16 13:42:45,068 - Train: 24.76% [309750/1251000] [247.6/1000.0] [batch_t 0.397 (0.419)] [data_t 0.015] [optim_t 0.381] [lr 0.002573] [CE 4.001 (4.194)] [KD 3.412 (3.487)] +2024-10-16 13:43:06,239 - Train: 24.76% [309800/1251000] [247.6/1000.0] [batch_t 0.357 (0.423)] [data_t 0.015] [optim_t 0.341] [lr 0.002573] [CE 4.235 (4.199)] [KD 3.746 (3.483)] +2024-10-16 13:43:26,769 - Train: 24.77% [309850/1251000] [247.7/1000.0] [batch_t 0.474 (0.411)] [data_t 0.015] [optim_t 0.459] [lr 0.002573] [CE 4.120 (4.262)] [KD 3.700 (3.579)] +2024-10-16 13:43:47,225 - Train: 24.77% [309900/1251000] [247.7/1000.0] [batch_t 0.359 (0.409)] [data_t 0.015] [optim_t 0.343] [lr 0.002573] [CE 4.273 (4.326)] [KD 3.348 (3.540)] +2024-10-16 13:44:07,888 - Train: 24.78% [309950/1251000] [247.8/1000.0] [batch_t 0.403 (0.413)] [data_t 0.064] [optim_t 0.339] [lr 0.002572] [CE 4.094 (4.294)] [KD 3.488 (3.529)] +2024-10-16 13:44:28,861 - Train: 24.78% [310000/1251000] [247.8/1000.0] [batch_t 0.847 (0.419)] [data_t 0.505] [optim_t 0.342] [lr 0.002572] [CE 4.366 (4.271)] [KD 3.519 (3.534)] +2024-10-16 13:44:49,839 - Train: 24.78% [310050/1251000] [247.8/1000.0] [batch_t 0.415 (0.419)] [data_t 0.015] [optim_t 0.399] [lr 0.002572] [CE 4.119 (4.257)] [KD 3.341 (3.512)] +2024-10-16 13:45:11,414 - Train: 24.79% [310100/1251000] [247.9/1000.0] [batch_t 0.435 (0.431)] [data_t 0.015] [optim_t 0.419] [lr 0.002572] [CE 4.512 (4.266)] [KD 3.628 (3.567)] +2024-10-16 13:45:32,044 - Train: 24.79% [310150/1251000] [247.9/1000.0] [batch_t 0.446 (0.412)] [data_t 0.015] [optim_t 0.431] [lr 0.002572] [CE 3.869 (4.254)] [KD 3.454 (3.530)] +2024-10-16 13:45:52,778 - Train: 24.80% [310200/1251000] [248.0/1000.0] [batch_t 0.409 (0.415)] [data_t 0.015] [optim_t 0.394] [lr 0.002572] [CE 4.194 (4.326)] [KD 3.583 (3.582)] +2024-10-16 13:46:33,115 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 37265] [top5_cnt 46124] [top_all 50000] +2024-10-16 13:46:33,116 - net: 74.530 (92.248) +2024-10-16 13:46:54,640 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 39789] [top5_cnt 47452] [top_all 50000] +2024-10-16 13:46:54,640 - net_E: 79.578 (94.904) +2024-10-16 13:46:54,808 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.594 (epoch: 243)] +2024-10-16 13:46:54,808 - ==> Total time: 1 day, 14:05:03 Eta: 4 days, 19:28:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 13:47:01,704 - Train: 24.80% [310250/1251000] [248.0/1000.0] [batch_t 0.901 (2.746)] [data_t 0.222] [optim_t 0.679] [lr 0.002572] [CE 4.444 (4.339)] [KD 3.657 (3.527)] +2024-10-16 13:47:20,895 - Train: 24.80% [310300/1251000] [248.0/1000.0] [batch_t 0.364 (0.384)] [data_t 0.016] [optim_t 0.349] [lr 0.002571] [CE 3.669 (4.269)] [KD 3.205 (3.502)] +2024-10-16 13:47:41,737 - Train: 24.81% [310350/1251000] [248.1/1000.0] [batch_t 0.406 (0.417)] [data_t 0.015] [optim_t 0.391] [lr 0.002571] [CE 4.294 (4.268)] [KD 3.597 (3.475)] +2024-10-16 13:48:02,885 - Train: 24.81% [310400/1251000] [248.1/1000.0] [batch_t 0.400 (0.423)] [data_t 0.015] [optim_t 0.384] [lr 0.002571] [CE 4.636 (4.269)] [KD 3.655 (3.532)] +2024-10-16 13:48:23,870 - Train: 24.82% [310450/1251000] [248.2/1000.0] [batch_t 0.452 (0.420)] [data_t 0.015] [optim_t 0.437] [lr 0.002571] [CE 4.382 (4.270)] [KD 3.662 (3.565)] +2024-10-16 13:48:44,814 - Train: 24.82% [310500/1251000] [248.2/1000.0] [batch_t 0.493 (0.419)] [data_t 0.015] [optim_t 0.478] [lr 0.002571] [CE 4.605 (4.280)] [KD 3.606 (3.510)] +2024-10-16 13:49:05,670 - Train: 24.82% [310550/1251000] [248.2/1000.0] [batch_t 0.395 (0.417)] [data_t 0.015] [optim_t 0.380] [lr 0.002571] [CE 4.532 (4.261)] [KD 3.412 (3.471)] +2024-10-16 13:49:27,261 - Train: 24.83% [310600/1251000] [248.3/1000.0] [batch_t 0.466 (0.432)] [data_t 0.015] [optim_t 0.450] [lr 0.002571] [CE 4.231 (4.248)] [KD 3.569 (3.491)] +2024-10-16 13:49:49,472 - Train: 24.83% [310650/1251000] [248.3/1000.0] [batch_t 0.421 (0.444)] [data_t 0.015] [optim_t 0.406] [lr 0.002571] [CE 4.805 (4.289)] [KD 3.739 (3.554)] +2024-10-16 13:50:11,213 - Train: 24.84% [310700/1251000] [248.4/1000.0] [batch_t 0.496 (0.435)] [data_t 0.015] [optim_t 0.480] [lr 0.002570] [CE 3.620 (4.278)] [KD 3.149 (3.524)] +2024-10-16 13:50:33,019 - Train: 24.84% [310750/1251000] [248.4/1000.0] [batch_t 0.420 (0.436)] [data_t 0.015] [optim_t 0.404] [lr 0.002570] [CE 4.364 (4.252)] [KD 3.736 (3.550)] +2024-10-16 13:50:54,749 - Train: 24.84% [310800/1251000] [248.4/1000.0] [batch_t 0.396 (0.435)] [data_t 0.015] [optim_t 0.380] [lr 0.002570] [CE 4.513 (4.265)] [KD 3.676 (3.505)] +2024-10-16 13:51:14,961 - Train: 24.85% [310850/1251000] [248.5/1000.0] [batch_t 0.433 (0.404)] [data_t 0.016] [optim_t 0.418] [lr 0.002570] [CE 4.664 (4.274)] [KD 3.766 (3.501)] +2024-10-16 13:51:35,532 - Train: 24.85% [310900/1251000] [248.5/1000.0] [batch_t 0.419 (0.411)] [data_t 0.016] [optim_t 0.403] [lr 0.002570] [CE 4.283 (4.255)] [KD 3.235 (3.509)] +2024-10-16 13:51:56,239 - Train: 24.86% [310950/1251000] [248.6/1000.0] [batch_t 0.431 (0.414)] [data_t 0.015] [optim_t 0.415] [lr 0.002570] [CE 4.199 (4.257)] [KD 3.532 (3.518)] +2024-10-16 13:52:17,800 - Train: 24.86% [311000/1251000] [248.6/1000.0] [batch_t 0.366 (0.431)] [data_t 0.015] [optim_t 0.351] [lr 0.002570] [CE 4.651 (4.328)] [KD 3.609 (3.512)] +2024-10-16 13:52:39,069 - Train: 24.86% [311050/1251000] [248.6/1000.0] [batch_t 0.373 (0.425)] [data_t 0.015] [optim_t 0.358] [lr 0.002570] [CE 4.235 (4.252)] [KD 3.423 (3.513)] +2024-10-16 13:53:00,060 - Train: 24.87% [311100/1251000] [248.7/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.002569] [CE 4.633 (4.291)] [KD 3.605 (3.581)] +2024-10-16 13:53:21,124 - Train: 24.87% [311150/1251000] [248.7/1000.0] [batch_t 0.372 (0.421)] [data_t 0.016] [optim_t 0.356] [lr 0.002569] [CE 4.636 (4.330)] [KD 3.641 (3.533)] +2024-10-16 13:53:42,398 - Train: 24.88% [311200/1251000] [248.8/1000.0] [batch_t 0.379 (0.425)] [data_t 0.015] [optim_t 0.364] [lr 0.002569] [CE 4.298 (4.263)] [KD 3.379 (3.485)] +2024-10-16 13:54:03,586 - Train: 24.88% [311250/1251000] [248.8/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.002569] [CE 4.030 (4.269)] [KD 3.459 (3.523)] +2024-10-16 13:54:24,659 - Train: 24.88% [311300/1251000] [248.8/1000.0] [batch_t 0.358 (0.421)] [data_t 0.015] [optim_t 0.343] [lr 0.002569] [CE 4.491 (4.260)] [KD 3.661 (3.525)] +2024-10-16 13:54:45,993 - Train: 24.89% [311350/1251000] [248.9/1000.0] [batch_t 0.405 (0.427)] [data_t 0.015] [optim_t 0.389] [lr 0.002569] [CE 4.283 (4.221)] [KD 3.708 (3.491)] +2024-10-16 13:55:07,299 - Train: 24.89% [311400/1251000] [248.9/1000.0] [batch_t 0.362 (0.426)] [data_t 0.016] [optim_t 0.346] [lr 0.002569] [CE 4.252 (4.332)] [KD 3.521 (3.554)] +2024-10-16 13:55:28,770 - Train: 24.90% [311450/1251000] [249.0/1000.0] [batch_t 0.434 (0.429)] [data_t 0.015] [optim_t 0.419] [lr 0.002568] [CE 4.120 (4.256)] [KD 3.333 (3.549)] +2024-10-16 13:56:10,157 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 37204] [top5_cnt 46272] [top_all 50000] +2024-10-16 13:56:10,157 - net: 74.408 (92.544) +2024-10-16 13:56:31,354 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 39800] [top5_cnt 47462] [top_all 50000] +2024-10-16 13:56:31,355 - net_E: 79.600 (94.924) +2024-10-16 13:56:31,536 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.600 (epoch: 249)] +2024-10-16 13:56:31,536 - ==> Total time: 1 day, 14:14:40 Eta: 4 days, 19:20:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 13:56:39,396 - Train: 24.90% [311500/1251000] [249.0/1000.0] [batch_t 3.545 (3.545)] [data_t 3.202] [optim_t 0.343] [lr 0.002568] [CE 4.812 (4.812)] [KD 3.812 (3.812)] +2024-10-16 13:56:58,420 - Train: 24.90% [311550/1251000] [249.0/1000.0] [batch_t 0.389 (0.380)] [data_t 0.015] [optim_t 0.373] [lr 0.002568] [CE 4.632 (4.276)] [KD 3.497 (3.508)] +2024-10-16 13:57:20,763 - Train: 24.91% [311600/1251000] [249.1/1000.0] [batch_t 0.357 (0.447)] [data_t 0.016] [optim_t 0.342] [lr 0.002568] [CE 4.866 (4.269)] [KD 3.531 (3.495)] +2024-10-16 13:57:42,209 - Train: 24.91% [311650/1251000] [249.1/1000.0] [batch_t 0.457 (0.429)] [data_t 0.015] [optim_t 0.442] [lr 0.002568] [CE 4.544 (4.326)] [KD 3.425 (3.532)] +2024-10-16 13:58:03,715 - Train: 24.92% [311700/1251000] [249.2/1000.0] [batch_t 0.427 (0.430)] [data_t 0.015] [optim_t 0.411] [lr 0.002568] [CE 4.512 (4.210)] [KD 3.575 (3.476)] +2024-10-16 13:58:24,951 - Train: 24.92% [311750/1251000] [249.2/1000.0] [batch_t 0.381 (0.425)] [data_t 0.015] [optim_t 0.365] [lr 0.002568] [CE 4.211 (4.240)] [KD 3.459 (3.463)] +2024-10-16 13:58:46,630 - Train: 24.92% [311800/1251000] [249.2/1000.0] [batch_t 0.407 (0.433)] [data_t 0.015] [optim_t 0.392] [lr 0.002568] [CE 4.452 (4.311)] [KD 3.709 (3.476)] +2024-10-16 13:59:08,408 - Train: 24.93% [311850/1251000] [249.3/1000.0] [batch_t 0.453 (0.435)] [data_t 0.015] [optim_t 0.438] [lr 0.002567] [CE 4.102 (4.333)] [KD 3.364 (3.554)] +2024-10-16 13:59:29,392 - Train: 24.93% [311900/1251000] [249.3/1000.0] [batch_t 0.358 (0.420)] [data_t 0.015] [optim_t 0.343] [lr 0.002567] [CE 3.804 (4.245)] [KD 3.202 (3.502)] +2024-10-16 13:59:51,829 - Train: 24.94% [311950/1251000] [249.4/1000.0] [batch_t 0.360 (0.449)] [data_t 0.015] [optim_t 0.345] [lr 0.002567] [CE 4.391 (4.237)] [KD 3.480 (3.521)] +2024-10-16 14:00:14,078 - Train: 24.94% [312000/1251000] [249.4/1000.0] [batch_t 0.521 (0.445)] [data_t 0.016] [optim_t 0.506] [lr 0.002567] [CE 4.667 (4.239)] [KD 3.780 (3.502)] +2024-10-16 14:00:36,487 - Train: 24.94% [312050/1251000] [249.4/1000.0] [batch_t 0.452 (0.448)] [data_t 0.015] [optim_t 0.437] [lr 0.002567] [CE 4.109 (4.265)] [KD 3.213 (3.520)] +2024-10-16 14:00:58,246 - Train: 24.95% [312100/1251000] [249.5/1000.0] [batch_t 0.468 (0.435)] [data_t 0.015] [optim_t 0.453] [lr 0.002567] [CE 4.425 (4.242)] [KD 3.625 (3.542)] +2024-10-16 14:01:18,878 - Train: 24.95% [312150/1251000] [249.5/1000.0] [batch_t 0.367 (0.413)] [data_t 0.015] [optim_t 0.351] [lr 0.002567] [CE 4.270 (4.296)] [KD 3.560 (3.541)] +2024-10-16 14:01:39,624 - Train: 24.96% [312200/1251000] [249.6/1000.0] [batch_t 0.485 (0.415)] [data_t 0.015] [optim_t 0.469] [lr 0.002567] [CE 4.540 (4.328)] [KD 3.571 (3.538)] +2024-10-16 14:02:00,359 - Train: 24.96% [312250/1251000] [249.6/1000.0] [batch_t 0.437 (0.415)] [data_t 0.015] [optim_t 0.422] [lr 0.002566] [CE 4.479 (4.284)] [KD 3.709 (3.533)] +2024-10-16 14:02:21,338 - Train: 24.96% [312300/1251000] [249.6/1000.0] [batch_t 0.484 (0.419)] [data_t 0.015] [optim_t 0.468] [lr 0.002566] [CE 3.981 (4.340)] [KD 3.341 (3.555)] +2024-10-16 14:02:42,428 - Train: 24.97% [312350/1251000] [249.7/1000.0] [batch_t 0.417 (0.422)] [data_t 0.015] [optim_t 0.402] [lr 0.002566] [CE 4.717 (4.257)] [KD 3.714 (3.564)] +2024-10-16 14:03:03,436 - Train: 24.97% [312400/1251000] [249.7/1000.0] [batch_t 0.441 (0.420)] [data_t 0.015] [optim_t 0.426] [lr 0.002566] [CE 3.788 (4.312)] [KD 3.426 (3.542)] +2024-10-16 14:03:24,295 - Train: 24.98% [312450/1251000] [249.8/1000.0] [batch_t 0.461 (0.417)] [data_t 0.015] [optim_t 0.446] [lr 0.002566] [CE 3.853 (4.261)] [KD 3.400 (3.511)] +2024-10-16 14:03:45,758 - Train: 24.98% [312500/1251000] [249.8/1000.0] [batch_t 0.475 (0.429)] [data_t 0.016] [optim_t 0.459] [lr 0.002566] [CE 4.507 (4.321)] [KD 3.567 (3.563)] +2024-10-16 14:04:07,335 - Train: 24.98% [312550/1251000] [249.8/1000.0] [batch_t 0.397 (0.431)] [data_t 0.015] [optim_t 0.382] [lr 0.002566] [CE 4.239 (4.229)] [KD 3.447 (3.475)] +2024-10-16 14:04:28,807 - Train: 24.99% [312600/1251000] [249.9/1000.0] [batch_t 0.551 (0.429)] [data_t 0.015] [optim_t 0.536] [lr 0.002565] [CE 4.508 (4.265)] [KD 3.594 (3.541)] +2024-10-16 14:04:50,673 - Train: 24.99% [312650/1251000] [249.9/1000.0] [batch_t 0.508 (0.437)] [data_t 0.015] [optim_t 0.493] [lr 0.002565] [CE 4.323 (4.310)] [KD 3.362 (3.531)] +2024-10-16 14:05:12,307 - Train: 25.00% [312700/1251000] [250.0/1000.0] [batch_t 0.371 (0.433)] [data_t 0.015] [optim_t 0.356] [lr 0.002565] [CE 4.569 (4.296)] [KD 3.705 (3.545)] +2024-10-16 14:05:33,051 - Train: 25.00% [312750/1251000] [250.0/1000.0] [batch_t 0.360 (0.415)] [data_t 0.015] [optim_t 0.345] [lr 0.002565] [CE 3.899 (4.291)] [KD 3.397 (3.548)] +2024-10-16 14:05:54,321 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 37348] [top5_cnt 46351] [top_all 50000] +2024-10-16 14:05:54,322 - net: 74.696 (92.702) +2024-10-16 14:06:15,848 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 39807] [top5_cnt 47450] [top_all 50000] +2024-10-16 14:06:15,849 - net_E: 79.614 (94.900) +2024-10-16 14:06:16,007 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.614 (epoch: 250)] +2024-10-16 14:06:16,007 - ==> Total time: 1 day, 14:24:24 Eta: 4 days, 19:13:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 14:06:42,981 - Train: 25.00% [312800/1251000] [250.0/1000.0] [batch_t 0.358 (0.453)] [data_t 0.015] [optim_t 0.343] [lr 0.002565] [CE 3.760 (4.269)] [KD 3.264 (3.524)] +2024-10-16 14:07:04,793 - Train: 25.01% [312850/1251000] [250.1/1000.0] [batch_t 0.442 (0.436)] [data_t 0.015] [optim_t 0.426] [lr 0.002565] [CE 3.931 (4.269)] [KD 3.364 (3.507)] +2024-10-16 14:07:26,716 - Train: 25.01% [312900/1251000] [250.1/1000.0] [batch_t 0.400 (0.438)] [data_t 0.015] [optim_t 0.385] [lr 0.002565] [CE 3.963 (4.259)] [KD 3.483 (3.462)] +2024-10-16 14:07:48,548 - Train: 25.02% [312950/1251000] [250.2/1000.0] [batch_t 0.447 (0.437)] [data_t 0.015] [optim_t 0.432] [lr 0.002565] [CE 3.983 (4.190)] [KD 3.426 (3.452)] +2024-10-16 14:08:10,269 - Train: 25.02% [313000/1251000] [250.2/1000.0] [batch_t 0.475 (0.434)] [data_t 0.015] [optim_t 0.459] [lr 0.002564] [CE 4.255 (4.216)] [KD 3.500 (3.425)] +2024-10-16 14:08:32,172 - Train: 25.02% [313050/1251000] [250.2/1000.0] [batch_t 0.440 (0.438)] [data_t 0.015] [optim_t 0.425] [lr 0.002564] [CE 4.444 (4.256)] [KD 3.399 (3.473)] +2024-10-16 14:08:53,769 - Train: 25.03% [313100/1251000] [250.3/1000.0] [batch_t 0.441 (0.432)] [data_t 0.015] [optim_t 0.426] [lr 0.002564] [CE 4.068 (4.229)] [KD 3.617 (3.477)] +2024-10-16 14:09:14,721 - Train: 25.03% [313150/1251000] [250.3/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.346] [lr 0.002564] [CE 4.173 (4.268)] [KD 3.438 (3.509)] +2024-10-16 14:09:35,637 - Train: 25.04% [313200/1251000] [250.4/1000.0] [batch_t 0.404 (0.418)] [data_t 0.015] [optim_t 0.389] [lr 0.002564] [CE 4.276 (4.193)] [KD 3.522 (3.485)] +2024-10-16 14:09:56,982 - Train: 25.04% [313250/1251000] [250.4/1000.0] [batch_t 0.433 (0.427)] [data_t 0.094] [optim_t 0.339] [lr 0.002564] [CE 4.377 (4.314)] [KD 3.509 (3.535)] +2024-10-16 14:10:18,695 - Train: 25.04% [313300/1251000] [250.4/1000.0] [batch_t 0.471 (0.434)] [data_t 0.131] [optim_t 0.340] [lr 0.002564] [CE 4.661 (4.278)] [KD 3.514 (3.524)] +2024-10-16 14:10:40,026 - Train: 25.05% [313350/1251000] [250.5/1000.0] [batch_t 0.423 (0.427)] [data_t 0.083] [optim_t 0.341] [lr 0.002563] [CE 4.487 (4.271)] [KD 3.645 (3.477)] +2024-10-16 14:11:01,561 - Train: 25.05% [313400/1251000] [250.5/1000.0] [batch_t 0.360 (0.431)] [data_t 0.015] [optim_t 0.344] [lr 0.002563] [CE 4.420 (4.232)] [KD 3.497 (3.508)] +2024-10-16 14:11:22,757 - Train: 25.06% [313450/1251000] [250.6/1000.0] [batch_t 0.358 (0.424)] [data_t 0.016] [optim_t 0.342] [lr 0.002563] [CE 4.464 (4.251)] [KD 3.639 (3.418)] +2024-10-16 14:11:43,489 - Train: 25.06% [313500/1251000] [250.6/1000.0] [batch_t 0.382 (0.415)] [data_t 0.042] [optim_t 0.341] [lr 0.002563] [CE 3.895 (4.227)] [KD 3.368 (3.496)] +2024-10-16 14:12:04,630 - Train: 25.06% [313550/1251000] [250.6/1000.0] [batch_t 0.446 (0.423)] [data_t 0.106] [optim_t 0.340] [lr 0.002563] [CE 4.192 (4.200)] [KD 3.509 (3.487)] +2024-10-16 14:12:25,640 - Train: 25.07% [313600/1251000] [250.7/1000.0] [batch_t 0.372 (0.420)] [data_t 0.030] [optim_t 0.341] [lr 0.002563] [CE 4.211 (4.292)] [KD 3.549 (3.578)] +2024-10-16 14:12:47,191 - Train: 25.07% [313650/1251000] [250.7/1000.0] [batch_t 0.506 (0.431)] [data_t 0.054] [optim_t 0.452] [lr 0.002563] [CE 4.248 (4.229)] [KD 3.341 (3.460)] +2024-10-16 14:13:07,902 - Train: 25.08% [313700/1251000] [250.8/1000.0] [batch_t 0.393 (0.414)] [data_t 0.051] [optim_t 0.341] [lr 0.002563] [CE 4.148 (4.312)] [KD 3.154 (3.578)] +2024-10-16 14:13:28,967 - Train: 25.08% [313750/1251000] [250.8/1000.0] [batch_t 0.495 (0.421)] [data_t 0.084] [optim_t 0.410] [lr 0.002562] [CE 4.666 (4.319)] [KD 4.057 (3.539)] +2024-10-16 14:13:49,992 - Train: 25.08% [313800/1251000] [250.8/1000.0] [batch_t 0.409 (0.420)] [data_t 0.067] [optim_t 0.341] [lr 0.002562] [CE 4.413 (4.263)] [KD 3.603 (3.548)] +2024-10-16 14:14:10,924 - Train: 25.09% [313850/1251000] [250.9/1000.0] [batch_t 0.394 (0.419)] [data_t 0.051] [optim_t 0.343] [lr 0.002562] [CE 4.153 (4.261)] [KD 3.582 (3.564)] +2024-10-16 14:14:32,408 - Train: 25.09% [313900/1251000] [250.9/1000.0] [batch_t 0.448 (0.430)] [data_t 0.106] [optim_t 0.342] [lr 0.002562] [CE 4.807 (4.345)] [KD 3.806 (3.578)] +2024-10-16 14:14:54,122 - Train: 25.10% [313950/1251000] [251.0/1000.0] [batch_t 0.385 (0.434)] [data_t 0.043] [optim_t 0.342] [lr 0.002562] [CE 4.296 (4.268)] [KD 3.531 (3.531)] +2024-10-16 14:15:15,291 - Train: 25.10% [314000/1251000] [251.0/1000.0] [batch_t 0.357 (0.423)] [data_t 0.015] [optim_t 0.342] [lr 0.002562] [CE 4.541 (4.290)] [KD 3.613 (3.527)] +2024-10-16 14:15:37,786 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.440)] [top1_cnt 37001] [top5_cnt 46104] [top_all 50000] +2024-10-16 14:15:37,786 - net: 74.002 (92.208) +2024-10-16 14:15:59,760 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 39797] [top5_cnt 47443] [top_all 50000] +2024-10-16 14:15:59,760 - net_E: 79.594 (94.886) +2024-10-16 14:15:59,908 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.614 (epoch: 250)] +2024-10-16 14:15:59,908 - ==> Total time: 1 day, 14:34:08 Eta: 4 days, 19:05:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 14:16:24,260 - Train: 25.10% [314050/1251000] [251.0/1000.0] [batch_t 0.361 (0.467)] [data_t 0.015] [optim_t 0.345] [lr 0.002562] [CE 4.070 (4.195)] [KD 3.398 (3.427)] +2024-10-16 14:16:45,345 - Train: 25.11% [314100/1251000] [251.1/1000.0] [batch_t 0.438 (0.422)] [data_t 0.015] [optim_t 0.422] [lr 0.002561] [CE 4.787 (4.304)] [KD 3.568 (3.464)] +2024-10-16 14:17:06,312 - Train: 25.11% [314150/1251000] [251.1/1000.0] [batch_t 0.406 (0.419)] [data_t 0.015] [optim_t 0.390] [lr 0.002561] [CE 4.574 (4.352)] [KD 3.602 (3.489)] +2024-10-16 14:17:27,333 - Train: 25.12% [314200/1251000] [251.2/1000.0] [batch_t 0.399 (0.420)] [data_t 0.015] [optim_t 0.384] [lr 0.002561] [CE 4.615 (4.286)] [KD 3.629 (3.559)] +2024-10-16 14:17:48,138 - Train: 25.12% [314250/1251000] [251.2/1000.0] [batch_t 0.401 (0.416)] [data_t 0.015] [optim_t 0.386] [lr 0.002561] [CE 4.555 (4.302)] [KD 3.804 (3.512)] +2024-10-16 14:18:09,116 - Train: 25.12% [314300/1251000] [251.2/1000.0] [batch_t 0.408 (0.419)] [data_t 0.015] [optim_t 0.392] [lr 0.002561] [CE 4.190 (4.314)] [KD 3.662 (3.568)] +2024-10-16 14:18:30,206 - Train: 25.13% [314350/1251000] [251.3/1000.0] [batch_t 0.431 (0.422)] [data_t 0.015] [optim_t 0.416] [lr 0.002561] [CE 4.654 (4.287)] [KD 3.700 (3.503)] +2024-10-16 14:18:51,034 - Train: 25.13% [314400/1251000] [251.3/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.346] [lr 0.002561] [CE 4.191 (4.278)] [KD 3.523 (3.564)] +2024-10-16 14:19:12,040 - Train: 25.14% [314450/1251000] [251.4/1000.0] [batch_t 0.413 (0.420)] [data_t 0.015] [optim_t 0.398] [lr 0.002561] [CE 3.796 (4.190)] [KD 3.182 (3.499)] +2024-10-16 14:19:33,458 - Train: 25.14% [314500/1251000] [251.4/1000.0] [batch_t 0.376 (0.428)] [data_t 0.015] [optim_t 0.361] [lr 0.002560] [CE 4.122 (4.189)] [KD 3.078 (3.472)] +2024-10-16 14:19:54,601 - Train: 25.14% [314550/1251000] [251.4/1000.0] [batch_t 0.500 (0.423)] [data_t 0.016] [optim_t 0.484] [lr 0.002560] [CE 4.300 (4.299)] [KD 3.419 (3.503)] +2024-10-16 14:20:15,435 - Train: 25.15% [314600/1251000] [251.5/1000.0] [batch_t 0.385 (0.417)] [data_t 0.015] [optim_t 0.370] [lr 0.002560] [CE 4.061 (4.330)] [KD 3.424 (3.569)] +2024-10-16 14:20:36,740 - Train: 25.15% [314650/1251000] [251.5/1000.0] [batch_t 0.420 (0.426)] [data_t 0.015] [optim_t 0.405] [lr 0.002560] [CE 4.410 (4.355)] [KD 3.473 (3.532)] +2024-10-16 14:20:58,094 - Train: 25.16% [314700/1251000] [251.6/1000.0] [batch_t 0.408 (0.427)] [data_t 0.015] [optim_t 0.392] [lr 0.002560] [CE 4.135 (4.235)] [KD 3.318 (3.502)] +2024-10-16 14:21:19,657 - Train: 25.16% [314750/1251000] [251.6/1000.0] [batch_t 0.471 (0.431)] [data_t 0.015] [optim_t 0.455] [lr 0.002560] [CE 4.448 (4.256)] [KD 3.639 (3.498)] +2024-10-16 14:21:40,764 - Train: 25.16% [314800/1251000] [251.6/1000.0] [batch_t 0.507 (0.422)] [data_t 0.015] [optim_t 0.491] [lr 0.002560] [CE 4.326 (4.329)] [KD 3.711 (3.538)] +2024-10-16 14:22:01,967 - Train: 25.17% [314850/1251000] [251.7/1000.0] [batch_t 0.429 (0.424)] [data_t 0.015] [optim_t 0.413] [lr 0.002560] [CE 4.330 (4.219)] [KD 3.507 (3.473)] +2024-10-16 14:22:22,635 - Train: 25.17% [314900/1251000] [251.7/1000.0] [batch_t 0.401 (0.413)] [data_t 0.015] [optim_t 0.386] [lr 0.002559] [CE 4.056 (4.293)] [KD 3.367 (3.520)] +2024-10-16 14:22:43,114 - Train: 25.18% [314950/1251000] [251.8/1000.0] [batch_t 0.365 (0.409)] [data_t 0.015] [optim_t 0.350] [lr 0.002559] [CE 4.189 (4.233)] [KD 3.224 (3.485)] +2024-10-16 14:23:04,503 - Train: 25.18% [315000/1251000] [251.8/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.002559] [CE 4.359 (4.298)] [KD 3.444 (3.477)] +2024-10-16 14:23:25,223 - Train: 25.18% [315050/1251000] [251.8/1000.0] [batch_t 0.428 (0.414)] [data_t 0.016] [optim_t 0.412] [lr 0.002559] [CE 4.680 (4.250)] [KD 3.553 (3.484)] +2024-10-16 14:23:46,125 - Train: 25.19% [315100/1251000] [251.9/1000.0] [batch_t 0.383 (0.418)] [data_t 0.016] [optim_t 0.368] [lr 0.002559] [CE 4.108 (4.292)] [KD 3.291 (3.528)] +2024-10-16 14:24:07,028 - Train: 25.19% [315150/1251000] [251.9/1000.0] [batch_t 0.428 (0.418)] [data_t 0.015] [optim_t 0.413] [lr 0.002559] [CE 4.073 (4.300)] [KD 3.310 (3.473)] +2024-10-16 14:24:28,030 - Train: 25.20% [315200/1251000] [252.0/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.002559] [CE 3.557 (4.261)] [KD 3.134 (3.492)] +2024-10-16 14:24:48,065 - Train: 25.20% [315250/1251000] [252.0/1000.0] [batch_t 0.358 (0.401)] [data_t 0.015] [optim_t 0.343] [lr 0.002558] [CE 4.215 (4.203)] [KD 3.434 (3.481)] +2024-10-16 14:25:09,727 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 37642] [top5_cnt 46464] [top_all 50000] +2024-10-16 14:25:09,728 - net: 75.284 (92.928) +2024-10-16 14:25:30,462 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 39834] [top5_cnt 47429] [top_all 50000] +2024-10-16 14:25:30,463 - net_E: 79.668 (94.858) +2024-10-16 14:25:30,628 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.668 (epoch: 252)] +2024-10-16 14:25:30,628 - ==> Total time: 1 day, 14:43:39 Eta: 4 days, 18:57:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 14:25:56,726 - Train: 25.20% [315300/1251000] [252.0/1000.0] [batch_t 0.513 (0.447)] [data_t 0.016] [optim_t 0.497] [lr 0.002558] [CE 4.109 (4.293)] [KD 3.413 (3.497)] +2024-10-16 14:26:18,803 - Train: 25.21% [315350/1251000] [252.1/1000.0] [batch_t 0.365 (0.441)] [data_t 0.015] [optim_t 0.350] [lr 0.002558] [CE 4.072 (4.246)] [KD 3.376 (3.455)] +2024-10-16 14:26:40,733 - Train: 25.21% [315400/1251000] [252.1/1000.0] [batch_t 0.361 (0.438)] [data_t 0.015] [optim_t 0.345] [lr 0.002558] [CE 4.383 (4.298)] [KD 3.633 (3.506)] +2024-10-16 14:27:02,518 - Train: 25.22% [315450/1251000] [252.2/1000.0] [batch_t 0.462 (0.436)] [data_t 0.015] [optim_t 0.446] [lr 0.002558] [CE 4.539 (4.247)] [KD 3.352 (3.461)] +2024-10-16 14:27:24,124 - Train: 25.22% [315500/1251000] [252.2/1000.0] [batch_t 0.435 (0.432)] [data_t 0.015] [optim_t 0.420] [lr 0.002558] [CE 4.132 (4.248)] [KD 3.420 (3.495)] +2024-10-16 14:27:44,937 - Train: 25.22% [315550/1251000] [252.2/1000.0] [batch_t 0.363 (0.416)] [data_t 0.016] [optim_t 0.347] [lr 0.002558] [CE 4.771 (4.239)] [KD 3.700 (3.443)] +2024-10-16 14:28:06,496 - Train: 25.23% [315600/1251000] [252.3/1000.0] [batch_t 0.456 (0.431)] [data_t 0.015] [optim_t 0.441] [lr 0.002558] [CE 4.316 (4.341)] [KD 3.440 (3.557)] +2024-10-16 14:28:28,500 - Train: 25.23% [315650/1251000] [252.3/1000.0] [batch_t 0.442 (0.440)] [data_t 0.015] [optim_t 0.427] [lr 0.002557] [CE 3.965 (4.322)] [KD 3.228 (3.505)] +2024-10-16 14:28:50,537 - Train: 25.24% [315700/1251000] [252.4/1000.0] [batch_t 0.488 (0.441)] [data_t 0.015] [optim_t 0.473] [lr 0.002557] [CE 4.306 (4.213)] [KD 3.603 (3.502)] +2024-10-16 14:29:12,275 - Train: 25.24% [315750/1251000] [252.4/1000.0] [batch_t 0.362 (0.435)] [data_t 0.016] [optim_t 0.347] [lr 0.002557] [CE 4.073 (4.273)] [KD 3.357 (3.526)] +2024-10-16 14:29:33,985 - Train: 25.24% [315800/1251000] [252.4/1000.0] [batch_t 0.424 (0.434)] [data_t 0.015] [optim_t 0.409] [lr 0.002557] [CE 4.118 (4.271)] [KD 3.705 (3.528)] +2024-10-16 14:29:55,890 - Train: 25.25% [315850/1251000] [252.5/1000.0] [batch_t 0.440 (0.438)] [data_t 0.015] [optim_t 0.425] [lr 0.002557] [CE 3.760 (4.325)] [KD 3.238 (3.549)] +2024-10-16 14:30:16,582 - Train: 25.25% [315900/1251000] [252.5/1000.0] [batch_t 0.362 (0.414)] [data_t 0.015] [optim_t 0.346] [lr 0.002557] [CE 4.404 (4.270)] [KD 3.538 (3.517)] +2024-10-16 14:30:37,770 - Train: 25.26% [315950/1251000] [252.6/1000.0] [batch_t 0.418 (0.424)] [data_t 0.015] [optim_t 0.403] [lr 0.002557] [CE 4.526 (4.284)] [KD 3.599 (3.549)] +2024-10-16 14:30:58,823 - Train: 25.26% [316000/1251000] [252.6/1000.0] [batch_t 0.435 (0.421)] [data_t 0.015] [optim_t 0.420] [lr 0.002556] [CE 4.691 (4.242)] [KD 3.779 (3.535)] +2024-10-16 14:31:20,178 - Train: 25.26% [316050/1251000] [252.6/1000.0] [batch_t 0.508 (0.427)] [data_t 0.165] [optim_t 0.343] [lr 0.002556] [CE 4.190 (4.269)] [KD 3.409 (3.452)] +2024-10-16 14:31:41,484 - Train: 25.27% [316100/1251000] [252.7/1000.0] [batch_t 0.488 (0.426)] [data_t 0.143] [optim_t 0.345] [lr 0.002556] [CE 4.813 (4.312)] [KD 3.692 (3.512)] +2024-10-16 14:32:03,209 - Train: 25.27% [316150/1251000] [252.7/1000.0] [batch_t 0.521 (0.434)] [data_t 0.180] [optim_t 0.342] [lr 0.002556] [CE 4.037 (4.291)] [KD 3.425 (3.515)] +2024-10-16 14:32:24,979 - Train: 25.28% [316200/1251000] [252.8/1000.0] [batch_t 0.443 (0.435)] [data_t 0.099] [optim_t 0.344] [lr 0.002556] [CE 3.767 (4.249)] [KD 3.423 (3.528)] +2024-10-16 14:32:46,206 - Train: 25.28% [316250/1251000] [252.8/1000.0] [batch_t 0.410 (0.424)] [data_t 0.065] [optim_t 0.345] [lr 0.002556] [CE 4.083 (4.229)] [KD 3.464 (3.515)] +2024-10-16 14:33:07,418 - Train: 25.28% [316300/1251000] [252.8/1000.0] [batch_t 0.529 (0.424)] [data_t 0.185] [optim_t 0.344] [lr 0.002556] [CE 4.050 (4.243)] [KD 3.496 (3.478)] +2024-10-16 14:33:28,917 - Train: 25.29% [316350/1251000] [252.9/1000.0] [batch_t 0.374 (0.430)] [data_t 0.032] [optim_t 0.342] [lr 0.002556] [CE 4.305 (4.266)] [KD 3.685 (3.497)] +2024-10-16 14:33:50,314 - Train: 25.29% [316400/1251000] [252.9/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.345] [lr 0.002555] [CE 4.451 (4.229)] [KD 3.383 (3.461)] +2024-10-16 14:34:11,569 - Train: 25.30% [316450/1251000] [253.0/1000.0] [batch_t 0.427 (0.425)] [data_t 0.078] [optim_t 0.349] [lr 0.002555] [CE 4.532 (4.229)] [KD 3.750 (3.493)] +2024-10-16 14:34:32,748 - Train: 25.30% [316500/1251000] [253.0/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.002555] [CE 4.121 (4.179)] [KD 3.572 (3.498)] +2024-10-16 14:34:55,586 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 37477] [top5_cnt 46374] [top_all 50000] +2024-10-16 14:34:55,587 - net: 74.954 (92.748) +2024-10-16 14:35:17,100 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 39813] [top5_cnt 47445] [top_all 50000] +2024-10-16 14:35:17,101 - net_E: 79.626 (94.890) +2024-10-16 14:35:17,261 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.668 (epoch: 252)] +2024-10-16 14:35:17,261 - ==> Total time: 1 day, 14:53:25 Eta: 4 days, 18:49:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 14:35:41,360 - Train: 25.30% [316550/1251000] [253.0/1000.0] [batch_t 0.381 (0.471)] [data_t 0.042] [optim_t 0.339] [lr 0.002555] [CE 3.753 (4.250)] [KD 2.951 (3.448)] +2024-10-16 14:36:02,357 - Train: 25.31% [316600/1251000] [253.1/1000.0] [batch_t 0.454 (0.420)] [data_t 0.088] [optim_t 0.367] [lr 0.002555] [CE 4.242 (4.281)] [KD 3.428 (3.471)] +2024-10-16 14:36:23,607 - Train: 25.31% [316650/1251000] [253.1/1000.0] [batch_t 0.415 (0.425)] [data_t 0.072] [optim_t 0.343] [lr 0.002555] [CE 4.136 (4.253)] [KD 3.473 (3.468)] +2024-10-16 14:36:44,315 - Train: 25.32% [316700/1251000] [253.2/1000.0] [batch_t 0.423 (0.414)] [data_t 0.081] [optim_t 0.342] [lr 0.002555] [CE 3.925 (4.217)] [KD 3.583 (3.494)] +2024-10-16 14:37:04,920 - Train: 25.32% [316750/1251000] [253.2/1000.0] [batch_t 0.401 (0.412)] [data_t 0.058] [optim_t 0.343] [lr 0.002554] [CE 4.366 (4.263)] [KD 3.602 (3.503)] +2024-10-16 14:37:25,332 - Train: 25.32% [316800/1251000] [253.2/1000.0] [batch_t 0.393 (0.408)] [data_t 0.049] [optim_t 0.343] [lr 0.002554] [CE 4.576 (4.283)] [KD 3.650 (3.497)] +2024-10-16 14:37:46,612 - Train: 25.33% [316850/1251000] [253.3/1000.0] [batch_t 0.416 (0.425)] [data_t 0.075] [optim_t 0.341] [lr 0.002554] [CE 4.485 (4.311)] [KD 3.712 (3.498)] +2024-10-16 14:38:07,688 - Train: 25.33% [316900/1251000] [253.3/1000.0] [batch_t 0.479 (0.421)] [data_t 0.136] [optim_t 0.343] [lr 0.002554] [CE 4.539 (4.317)] [KD 3.596 (3.497)] +2024-10-16 14:38:28,711 - Train: 25.34% [316950/1251000] [253.4/1000.0] [batch_t 0.422 (0.420)] [data_t 0.079] [optim_t 0.343] [lr 0.002554] [CE 4.238 (4.160)] [KD 3.641 (3.509)] +2024-10-16 14:38:49,459 - Train: 25.34% [317000/1251000] [253.4/1000.0] [batch_t 0.403 (0.415)] [data_t 0.061] [optim_t 0.342] [lr 0.002554] [CE 4.401 (4.253)] [KD 3.339 (3.522)] +2024-10-16 14:39:10,288 - Train: 25.34% [317050/1251000] [253.4/1000.0] [batch_t 0.418 (0.416)] [data_t 0.074] [optim_t 0.344] [lr 0.002554] [CE 4.731 (4.256)] [KD 3.783 (3.501)] +2024-10-16 14:39:31,472 - Train: 25.35% [317100/1251000] [253.5/1000.0] [batch_t 0.489 (0.424)] [data_t 0.148] [optim_t 0.341] [lr 0.002554] [CE 4.406 (4.270)] [KD 3.763 (3.553)] +2024-10-16 14:39:52,581 - Train: 25.35% [317150/1251000] [253.5/1000.0] [batch_t 0.408 (0.422)] [data_t 0.065] [optim_t 0.343] [lr 0.002553] [CE 4.000 (4.251)] [KD 3.447 (3.547)] +2024-10-16 14:40:13,573 - Train: 25.36% [317200/1251000] [253.6/1000.0] [batch_t 0.378 (0.420)] [data_t 0.035] [optim_t 0.343] [lr 0.002553] [CE 4.485 (4.333)] [KD 3.741 (3.618)] +2024-10-16 14:40:34,847 - Train: 25.36% [317250/1251000] [253.6/1000.0] [batch_t 0.484 (0.425)] [data_t 0.140] [optim_t 0.344] [lr 0.002553] [CE 4.617 (4.245)] [KD 3.662 (3.530)] +2024-10-16 14:40:55,824 - Train: 25.36% [317300/1251000] [253.6/1000.0] [batch_t 0.440 (0.419)] [data_t 0.097] [optim_t 0.343] [lr 0.002553] [CE 3.610 (4.264)] [KD 3.203 (3.550)] +2024-10-16 14:41:16,740 - Train: 25.37% [317350/1251000] [253.7/1000.0] [batch_t 0.388 (0.418)] [data_t 0.039] [optim_t 0.349] [lr 0.002553] [CE 4.129 (4.281)] [KD 3.259 (3.532)] +2024-10-16 14:41:38,214 - Train: 25.37% [317400/1251000] [253.7/1000.0] [batch_t 0.434 (0.429)] [data_t 0.023] [optim_t 0.411] [lr 0.002553] [CE 4.383 (4.320)] [KD 3.515 (3.538)] +2024-10-16 14:41:59,527 - Train: 25.38% [317450/1251000] [253.8/1000.0] [batch_t 0.489 (0.426)] [data_t 0.144] [optim_t 0.345] [lr 0.002553] [CE 4.567 (4.269)] [KD 3.668 (3.566)] +2024-10-16 14:42:20,509 - Train: 25.38% [317500/1251000] [253.8/1000.0] [batch_t 0.454 (0.420)] [data_t 0.110] [optim_t 0.344] [lr 0.002552] [CE 4.567 (4.269)] [KD 3.577 (3.503)] +2024-10-16 14:42:41,785 - Train: 25.38% [317550/1251000] [253.8/1000.0] [batch_t 0.364 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.002552] [CE 3.515 (4.233)] [KD 3.216 (3.472)] +2024-10-16 14:43:02,907 - Train: 25.39% [317600/1251000] [253.9/1000.0] [batch_t 0.400 (0.422)] [data_t 0.051] [optim_t 0.348] [lr 0.002552] [CE 4.271 (4.235)] [KD 3.669 (3.538)] +2024-10-16 14:43:23,905 - Train: 25.39% [317650/1251000] [253.9/1000.0] [batch_t 0.403 (0.420)] [data_t 0.054] [optim_t 0.349] [lr 0.002552] [CE 4.683 (4.289)] [KD 3.622 (3.538)] +2024-10-16 14:43:44,975 - Train: 25.40% [317700/1251000] [254.0/1000.0] [batch_t 0.430 (0.421)] [data_t 0.085] [optim_t 0.345] [lr 0.002552] [CE 4.540 (4.294)] [KD 3.620 (3.527)] +2024-10-16 14:44:05,348 - Train: 25.40% [317750/1251000] [254.0/1000.0] [batch_t 0.357 (0.407)] [data_t 0.015] [optim_t 0.341] [lr 0.002552] [CE 4.793 (4.227)] [KD 3.645 (3.492)] +2024-10-16 14:44:28,230 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.425)] [top1_cnt 37386] [top5_cnt 46309] [top_all 50000] +2024-10-16 14:44:28,231 - net: 74.772 (92.618) +2024-10-16 14:44:49,243 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 39820] [top5_cnt 47428] [top_all 50000] +2024-10-16 14:44:49,244 - net_E: 79.640 (94.856) +2024-10-16 14:44:49,376 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.668 (epoch: 252)] +2024-10-16 14:44:49,376 - ==> Total time: 1 day, 15:02:57 Eta: 4 days, 18:41:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 14:45:13,824 - Train: 25.40% [317800/1251000] [254.0/1000.0] [batch_t 0.503 (0.503)] [data_t 0.015] [optim_t 0.488] [lr 0.002552] [CE 4.467 (4.246)] [KD 3.553 (3.484)] +2024-10-16 14:45:35,587 - Train: 25.41% [317850/1251000] [254.1/1000.0] [batch_t 0.400 (0.435)] [data_t 0.016] [optim_t 0.385] [lr 0.002552] [CE 4.400 (4.262)] [KD 3.659 (3.523)] +2024-10-16 14:45:57,210 - Train: 25.41% [317900/1251000] [254.1/1000.0] [batch_t 0.378 (0.432)] [data_t 0.015] [optim_t 0.363] [lr 0.002551] [CE 4.497 (4.317)] [KD 3.433 (3.468)] +2024-10-16 14:46:18,681 - Train: 25.42% [317950/1251000] [254.2/1000.0] [batch_t 0.414 (0.429)] [data_t 0.015] [optim_t 0.398] [lr 0.002551] [CE 4.281 (4.267)] [KD 3.323 (3.483)] +2024-10-16 14:46:39,417 - Train: 25.42% [318000/1251000] [254.2/1000.0] [batch_t 0.395 (0.415)] [data_t 0.015] [optim_t 0.380] [lr 0.002551] [CE 4.302 (4.242)] [KD 3.414 (3.392)] +2024-10-16 14:47:00,064 - Train: 25.42% [318050/1251000] [254.2/1000.0] [batch_t 0.453 (0.413)] [data_t 0.015] [optim_t 0.437] [lr 0.002551] [CE 4.085 (4.225)] [KD 3.397 (3.421)] +2024-10-16 14:47:20,580 - Train: 25.43% [318100/1251000] [254.3/1000.0] [batch_t 0.445 (0.410)] [data_t 0.015] [optim_t 0.430] [lr 0.002551] [CE 4.200 (4.275)] [KD 3.539 (3.498)] +2024-10-16 14:47:41,039 - Train: 25.43% [318150/1251000] [254.3/1000.0] [batch_t 0.412 (0.409)] [data_t 0.015] [optim_t 0.396] [lr 0.002551] [CE 4.127 (4.227)] [KD 3.402 (3.529)] +2024-10-16 14:48:01,765 - Train: 25.44% [318200/1251000] [254.4/1000.0] [batch_t 0.364 (0.414)] [data_t 0.015] [optim_t 0.349] [lr 0.002551] [CE 4.590 (4.225)] [KD 3.705 (3.425)] +2024-10-16 14:48:23,456 - Train: 25.44% [318250/1251000] [254.4/1000.0] [batch_t 0.415 (0.434)] [data_t 0.015] [optim_t 0.400] [lr 0.002550] [CE 4.470 (4.252)] [KD 3.541 (3.513)] +2024-10-16 14:48:44,784 - Train: 25.44% [318300/1251000] [254.4/1000.0] [batch_t 0.389 (0.426)] [data_t 0.015] [optim_t 0.373] [lr 0.002550] [CE 4.372 (4.301)] [KD 3.386 (3.504)] +2024-10-16 14:49:05,722 - Train: 25.45% [318350/1251000] [254.5/1000.0] [batch_t 0.393 (0.419)] [data_t 0.015] [optim_t 0.378] [lr 0.002550] [CE 4.434 (4.202)] [KD 3.636 (3.498)] +2024-10-16 14:49:26,716 - Train: 25.45% [318400/1251000] [254.5/1000.0] [batch_t 0.359 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.002550] [CE 4.060 (4.272)] [KD 3.310 (3.512)] +2024-10-16 14:49:47,528 - Train: 25.46% [318450/1251000] [254.6/1000.0] [batch_t 0.478 (0.416)] [data_t 0.015] [optim_t 0.463] [lr 0.002550] [CE 3.983 (4.253)] [KD 3.629 (3.520)] +2024-10-16 14:50:08,777 - Train: 25.46% [318500/1251000] [254.6/1000.0] [batch_t 0.427 (0.425)] [data_t 0.015] [optim_t 0.412] [lr 0.002550] [CE 4.280 (4.274)] [KD 3.312 (3.504)] +2024-10-16 14:50:30,292 - Train: 25.46% [318550/1251000] [254.6/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.002550] [CE 4.214 (4.266)] [KD 3.458 (3.493)] +2024-10-16 14:50:51,720 - Train: 25.47% [318600/1251000] [254.7/1000.0] [batch_t 0.363 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.002550] [CE 4.018 (4.284)] [KD 3.499 (3.511)] +2024-10-16 14:51:13,289 - Train: 25.47% [318650/1251000] [254.7/1000.0] [batch_t 0.386 (0.431)] [data_t 0.015] [optim_t 0.371] [lr 0.002549] [CE 4.480 (4.336)] [KD 3.842 (3.615)] +2024-10-16 14:51:34,282 - Train: 25.48% [318700/1251000] [254.8/1000.0] [batch_t 0.371 (0.420)] [data_t 0.015] [optim_t 0.356] [lr 0.002549] [CE 4.297 (4.309)] [KD 3.423 (3.550)] +2024-10-16 14:51:55,499 - Train: 25.48% [318750/1251000] [254.8/1000.0] [batch_t 0.461 (0.424)] [data_t 0.015] [optim_t 0.446] [lr 0.002549] [CE 4.138 (4.293)] [KD 3.427 (3.570)] +2024-10-16 14:52:16,980 - Train: 25.48% [318800/1251000] [254.8/1000.0] [batch_t 0.358 (0.430)] [data_t 0.015] [optim_t 0.343] [lr 0.002549] [CE 4.534 (4.185)] [KD 3.929 (3.540)] +2024-10-16 14:52:37,893 - Train: 25.49% [318850/1251000] [254.9/1000.0] [batch_t 0.512 (0.418)] [data_t 0.015] [optim_t 0.497] [lr 0.002549] [CE 4.219 (4.226)] [KD 3.372 (3.475)] +2024-10-16 14:52:59,593 - Train: 25.49% [318900/1251000] [254.9/1000.0] [batch_t 0.487 (0.434)] [data_t 0.015] [optim_t 0.471] [lr 0.002549] [CE 4.246 (4.274)] [KD 3.587 (3.548)] +2024-10-16 14:53:21,127 - Train: 25.50% [318950/1251000] [255.0/1000.0] [batch_t 0.397 (0.431)] [data_t 0.015] [optim_t 0.382] [lr 0.002549] [CE 3.983 (4.258)] [KD 3.480 (3.572)] +2024-10-16 14:53:42,161 - Train: 25.50% [319000/1251000] [255.0/1000.0] [batch_t 0.359 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.002548] [CE 4.364 (4.302)] [KD 3.548 (3.542)] +2024-10-16 14:54:05,510 - Test (net): 100.00% [50/50] [batch_t 0.132 (0.428)] [top1_cnt 37422] [top5_cnt 46378] [top_all 50000] +2024-10-16 14:54:05,510 - net: 74.844 (92.756) +2024-10-16 14:54:27,398 - Test (net_E): 100.00% [50/50] [batch_t 0.167 (0.432)] [top1_cnt 39827] [top5_cnt 47455] [top_all 50000] +2024-10-16 14:54:27,398 - net_E: 79.654 (94.910) +2024-10-16 14:54:27,559 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.668 (epoch: 252)] +2024-10-16 14:54:27,560 - ==> Total time: 1 day, 15:12:36 Eta: 4 days, 18:33:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 14:54:51,454 - Train: 25.50% [319050/1251000] [255.0/1000.0] [batch_t 0.360 (0.446)] [data_t 0.015] [optim_t 0.344] [lr 0.002548] [CE 4.453 (4.308)] [KD 3.605 (3.514)] +2024-10-16 14:55:11,373 - Train: 25.51% [319100/1251000] [255.1/1000.0] [batch_t 0.584 (0.398)] [data_t 0.066] [optim_t 0.518] [lr 0.002548] [CE 4.409 (4.256)] [KD 3.423 (3.456)] +2024-10-16 14:55:32,005 - Train: 25.51% [319150/1251000] [255.1/1000.0] [batch_t 0.417 (0.413)] [data_t 0.015] [optim_t 0.402] [lr 0.002548] [CE 4.379 (4.163)] [KD 3.341 (3.420)] +2024-10-16 14:55:53,361 - Train: 25.52% [319200/1251000] [255.2/1000.0] [batch_t 0.455 (0.427)] [data_t 0.015] [optim_t 0.439] [lr 0.002548] [CE 4.841 (4.279)] [KD 3.788 (3.448)] +2024-10-16 14:56:15,252 - Train: 25.52% [319250/1251000] [255.2/1000.0] [batch_t 0.455 (0.438)] [data_t 0.015] [optim_t 0.440] [lr 0.002548] [CE 3.976 (4.216)] [KD 3.537 (3.473)] +2024-10-16 14:56:37,093 - Train: 25.52% [319300/1251000] [255.2/1000.0] [batch_t 0.497 (0.437)] [data_t 0.015] [optim_t 0.481] [lr 0.002548] [CE 3.983 (4.253)] [KD 3.407 (3.455)] +2024-10-16 14:56:58,750 - Train: 25.53% [319350/1251000] [255.3/1000.0] [batch_t 0.470 (0.433)] [data_t 0.015] [optim_t 0.455] [lr 0.002548] [CE 4.218 (4.303)] [KD 3.629 (3.519)] +2024-10-16 14:57:20,565 - Train: 25.53% [319400/1251000] [255.3/1000.0] [batch_t 0.454 (0.436)] [data_t 0.015] [optim_t 0.439] [lr 0.002547] [CE 4.509 (4.296)] [KD 3.636 (3.520)] +2024-10-16 14:57:41,104 - Train: 25.54% [319450/1251000] [255.4/1000.0] [batch_t 0.407 (0.411)] [data_t 0.016] [optim_t 0.392] [lr 0.002547] [CE 4.676 (4.272)] [KD 3.755 (3.499)] +2024-10-16 14:58:01,464 - Train: 25.54% [319500/1251000] [255.4/1000.0] [batch_t 0.465 (0.407)] [data_t 0.015] [optim_t 0.450] [lr 0.002547] [CE 4.201 (4.287)] [KD 3.425 (3.538)] +2024-10-16 14:58:22,281 - Train: 25.54% [319550/1251000] [255.4/1000.0] [batch_t 0.398 (0.416)] [data_t 0.015] [optim_t 0.382] [lr 0.002547] [CE 4.377 (4.326)] [KD 3.664 (3.525)] +2024-10-16 14:58:43,023 - Train: 25.55% [319600/1251000] [255.5/1000.0] [batch_t 0.424 (0.415)] [data_t 0.015] [optim_t 0.408] [lr 0.002547] [CE 4.476 (4.325)] [KD 3.832 (3.564)] +2024-10-16 14:59:04,334 - Train: 25.55% [319650/1251000] [255.5/1000.0] [batch_t 0.392 (0.426)] [data_t 0.015] [optim_t 0.376] [lr 0.002547] [CE 4.570 (4.244)] [KD 3.674 (3.518)] +2024-10-16 14:59:26,068 - Train: 25.56% [319700/1251000] [255.6/1000.0] [batch_t 0.446 (0.435)] [data_t 0.015] [optim_t 0.431] [lr 0.002547] [CE 4.186 (4.240)] [KD 3.469 (3.537)] +2024-10-16 14:59:47,804 - Train: 25.56% [319750/1251000] [255.6/1000.0] [batch_t 0.510 (0.435)] [data_t 0.016] [optim_t 0.495] [lr 0.002546] [CE 4.199 (4.285)] [KD 3.551 (3.517)] +2024-10-16 15:00:08,787 - Train: 25.56% [319800/1251000] [255.6/1000.0] [batch_t 0.393 (0.420)] [data_t 0.015] [optim_t 0.378] [lr 0.002546] [CE 3.867 (4.238)] [KD 3.195 (3.495)] +2024-10-16 15:00:29,516 - Train: 25.57% [319850/1251000] [255.7/1000.0] [batch_t 0.380 (0.414)] [data_t 0.015] [optim_t 0.364] [lr 0.002546] [CE 4.123 (4.294)] [KD 3.451 (3.527)] +2024-10-16 15:00:51,496 - Train: 25.57% [319900/1251000] [255.7/1000.0] [batch_t 0.492 (0.439)] [data_t 0.015] [optim_t 0.477] [lr 0.002546] [CE 4.519 (4.260)] [KD 3.629 (3.539)] +2024-10-16 15:01:13,578 - Train: 25.58% [319950/1251000] [255.8/1000.0] [batch_t 0.436 (0.442)] [data_t 0.016] [optim_t 0.421] [lr 0.002546] [CE 4.652 (4.292)] [KD 3.632 (3.499)] +2024-10-16 15:01:34,681 - Train: 25.58% [320000/1251000] [255.8/1000.0] [batch_t 0.529 (0.422)] [data_t 0.015] [optim_t 0.513] [lr 0.002546] [CE 4.241 (4.304)] [KD 3.447 (3.534)] +2024-10-16 15:01:55,134 - Train: 25.58% [320050/1251000] [255.8/1000.0] [batch_t 0.391 (0.409)] [data_t 0.015] [optim_t 0.376] [lr 0.002546] [CE 4.260 (4.233)] [KD 3.538 (3.500)] +2024-10-16 15:02:15,681 - Train: 25.59% [320100/1251000] [255.9/1000.0] [batch_t 0.377 (0.411)] [data_t 0.015] [optim_t 0.362] [lr 0.002545] [CE 4.124 (4.280)] [KD 3.294 (3.498)] +2024-10-16 15:02:36,985 - Train: 25.59% [320150/1251000] [255.9/1000.0] [batch_t 0.419 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.002545] [CE 4.402 (4.236)] [KD 3.490 (3.453)] +2024-10-16 15:02:57,654 - Train: 25.60% [320200/1251000] [256.0/1000.0] [batch_t 0.434 (0.413)] [data_t 0.015] [optim_t 0.419] [lr 0.002545] [CE 4.555 (4.325)] [KD 3.599 (3.537)] +2024-10-16 15:03:17,876 - Train: 25.60% [320250/1251000] [256.0/1000.0] [batch_t 0.359 (0.404)] [data_t 0.015] [optim_t 0.344] [lr 0.002545] [CE 4.583 (4.266)] [KD 3.609 (3.547)] +2024-10-16 15:03:41,979 - Test (net): 100.00% [50/50] [batch_t 0.132 (0.435)] [top1_cnt 37477] [top5_cnt 46280] [top_all 50000] +2024-10-16 15:03:41,979 - net: 74.954 (92.560) +2024-10-16 15:04:03,608 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 39824] [top5_cnt 47479] [top_all 50000] +2024-10-16 15:04:03,609 - net_E: 79.648 (94.958) +2024-10-16 15:04:03,747 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.668 (epoch: 252)] +2024-10-16 15:04:03,747 - ==> Total time: 1 day, 15:22:12 Eta: 4 days, 18:25:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 15:04:26,619 - Train: 25.60% [320300/1251000] [256.0/1000.0] [batch_t 0.361 (0.474)] [data_t 0.015] [optim_t 0.346] [lr 0.002545] [CE 4.164 (4.199)] [KD 3.341 (3.434)] +2024-10-16 15:04:46,904 - Train: 25.61% [320350/1251000] [256.1/1000.0] [batch_t 0.358 (0.406)] [data_t 0.015] [optim_t 0.343] [lr 0.002545] [CE 4.404 (4.278)] [KD 3.544 (3.436)] +2024-10-16 15:05:08,562 - Train: 25.61% [320400/1251000] [256.1/1000.0] [batch_t 0.417 (0.433)] [data_t 0.015] [optim_t 0.402] [lr 0.002545] [CE 3.698 (4.249)] [KD 3.241 (3.461)] +2024-10-16 15:05:29,770 - Train: 25.62% [320450/1251000] [256.2/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.343] [lr 0.002545] [CE 4.467 (4.285)] [KD 3.748 (3.452)] +2024-10-16 15:05:50,880 - Train: 25.62% [320500/1251000] [256.2/1000.0] [batch_t 0.422 (0.422)] [data_t 0.015] [optim_t 0.406] [lr 0.002544] [CE 4.521 (4.278)] [KD 3.567 (3.474)] +2024-10-16 15:06:11,625 - Train: 25.62% [320550/1251000] [256.2/1000.0] [batch_t 0.366 (0.415)] [data_t 0.015] [optim_t 0.351] [lr 0.002544] [CE 3.679 (4.329)] [KD 3.306 (3.543)] +2024-10-16 15:06:33,299 - Train: 25.63% [320600/1251000] [256.3/1000.0] [batch_t 0.457 (0.433)] [data_t 0.015] [optim_t 0.442] [lr 0.002544] [CE 4.460 (4.233)] [KD 3.358 (3.451)] +2024-10-16 15:06:54,922 - Train: 25.63% [320650/1251000] [256.3/1000.0] [batch_t 0.436 (0.432)] [data_t 0.015] [optim_t 0.421] [lr 0.002544] [CE 3.733 (4.186)] [KD 3.321 (3.455)] +2024-10-16 15:07:16,020 - Train: 25.64% [320700/1251000] [256.4/1000.0] [batch_t 0.445 (0.422)] [data_t 0.015] [optim_t 0.429] [lr 0.002544] [CE 4.087 (4.270)] [KD 3.371 (3.490)] +2024-10-16 15:07:36,509 - Train: 25.64% [320750/1251000] [256.4/1000.0] [batch_t 0.357 (0.410)] [data_t 0.016] [optim_t 0.342] [lr 0.002544] [CE 4.702 (4.289)] [KD 3.946 (3.491)] +2024-10-16 15:07:57,252 - Train: 25.64% [320800/1251000] [256.4/1000.0] [batch_t 0.378 (0.415)] [data_t 0.016] [optim_t 0.362] [lr 0.002544] [CE 4.492 (4.275)] [KD 3.554 (3.460)] +2024-10-16 15:08:18,122 - Train: 25.65% [320850/1251000] [256.5/1000.0] [batch_t 0.389 (0.417)] [data_t 0.015] [optim_t 0.374] [lr 0.002543] [CE 4.082 (4.229)] [KD 3.311 (3.485)] +2024-10-16 15:08:39,346 - Train: 25.65% [320900/1251000] [256.5/1000.0] [batch_t 0.443 (0.424)] [data_t 0.015] [optim_t 0.428] [lr 0.002543] [CE 4.094 (4.230)] [KD 3.377 (3.472)] +2024-10-16 15:09:00,483 - Train: 25.66% [320950/1251000] [256.6/1000.0] [batch_t 0.518 (0.423)] [data_t 0.015] [optim_t 0.503] [lr 0.002543] [CE 3.966 (4.251)] [KD 3.040 (3.529)] +2024-10-16 15:09:21,689 - Train: 25.66% [321000/1251000] [256.6/1000.0] [batch_t 0.402 (0.424)] [data_t 0.015] [optim_t 0.386] [lr 0.002543] [CE 4.541 (4.284)] [KD 3.662 (3.529)] +2024-10-16 15:09:42,837 - Train: 25.66% [321050/1251000] [256.6/1000.0] [batch_t 0.362 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.002543] [CE 4.132 (4.200)] [KD 3.374 (3.480)] +2024-10-16 15:10:04,027 - Train: 25.67% [321100/1251000] [256.7/1000.0] [batch_t 0.436 (0.424)] [data_t 0.015] [optim_t 0.421] [lr 0.002543] [CE 4.707 (4.251)] [KD 3.723 (3.452)] +2024-10-16 15:10:25,568 - Train: 25.67% [321150/1251000] [256.7/1000.0] [batch_t 0.460 (0.431)] [data_t 0.015] [optim_t 0.445] [lr 0.002543] [CE 4.561 (4.299)] [KD 3.772 (3.508)] +2024-10-16 15:10:46,614 - Train: 25.68% [321200/1251000] [256.8/1000.0] [batch_t 0.405 (0.421)] [data_t 0.015] [optim_t 0.390] [lr 0.002543] [CE 3.900 (4.253)] [KD 3.520 (3.533)] +2024-10-16 15:11:07,684 - Train: 25.68% [321250/1251000] [256.8/1000.0] [batch_t 0.404 (0.421)] [data_t 0.015] [optim_t 0.389] [lr 0.002542] [CE 4.730 (4.197)] [KD 3.840 (3.518)] +2024-10-16 15:11:29,505 - Train: 25.68% [321300/1251000] [256.8/1000.0] [batch_t 0.467 (0.436)] [data_t 0.015] [optim_t 0.451] [lr 0.002542] [CE 4.603 (4.252)] [KD 3.840 (3.513)] +2024-10-16 15:11:51,152 - Train: 25.69% [321350/1251000] [256.9/1000.0] [batch_t 0.443 (0.433)] [data_t 0.015] [optim_t 0.427] [lr 0.002542] [CE 4.076 (4.252)] [KD 3.303 (3.562)] +2024-10-16 15:12:12,660 - Train: 25.69% [321400/1251000] [256.9/1000.0] [batch_t 0.452 (0.430)] [data_t 0.015] [optim_t 0.437] [lr 0.002542] [CE 4.137 (4.298)] [KD 3.359 (3.541)] +2024-10-16 15:12:34,018 - Train: 25.70% [321450/1251000] [257.0/1000.0] [batch_t 0.412 (0.427)] [data_t 0.015] [optim_t 0.396] [lr 0.002542] [CE 3.755 (4.298)] [KD 3.420 (3.459)] +2024-10-16 15:12:54,834 - Train: 25.70% [321500/1251000] [257.0/1000.0] [batch_t 0.356 (0.416)] [data_t 0.015] [optim_t 0.341] [lr 0.002542] [CE 4.293 (4.291)] [KD 3.602 (3.529)] +2024-10-16 15:13:18,086 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 37316] [top5_cnt 46323] [top_all 50000] +2024-10-16 15:13:18,086 - net: 74.632 (92.646) +2024-10-16 15:13:39,577 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 39801] [top5_cnt 47499] [top_all 50000] +2024-10-16 15:13:39,577 - net_E: 79.602 (94.998) +2024-10-16 15:13:39,724 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.668 (epoch: 252)] +2024-10-16 15:13:39,724 - ==> Total time: 1 day, 15:31:48 Eta: 4 days, 18:17:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 15:14:02,201 - Train: 25.70% [321550/1251000] [257.0/1000.0] [batch_t 0.366 (0.480)] [data_t 0.015] [optim_t 0.351] [lr 0.002542] [CE 4.345 (4.240)] [KD 3.604 (3.408)] +2024-10-16 15:14:23,469 - Train: 25.71% [321600/1251000] [257.1/1000.0] [batch_t 0.399 (0.425)] [data_t 0.015] [optim_t 0.384] [lr 0.002541] [CE 4.451 (4.228)] [KD 3.710 (3.438)] +2024-10-16 15:14:44,627 - Train: 25.71% [321650/1251000] [257.1/1000.0] [batch_t 0.440 (0.423)] [data_t 0.015] [optim_t 0.425] [lr 0.002541] [CE 4.656 (4.216)] [KD 3.745 (3.471)] +2024-10-16 15:15:06,329 - Train: 25.72% [321700/1251000] [257.2/1000.0] [batch_t 0.802 (0.434)] [data_t 0.015] [optim_t 0.786] [lr 0.002541] [CE 4.712 (4.305)] [KD 3.684 (3.478)] +2024-10-16 15:15:26,764 - Train: 25.72% [321750/1251000] [257.2/1000.0] [batch_t 0.423 (0.409)] [data_t 0.015] [optim_t 0.408] [lr 0.002541] [CE 4.222 (4.349)] [KD 3.580 (3.596)] +2024-10-16 15:15:47,698 - Train: 25.72% [321800/1251000] [257.2/1000.0] [batch_t 0.410 (0.419)] [data_t 0.015] [optim_t 0.395] [lr 0.002541] [CE 3.726 (4.263)] [KD 3.350 (3.455)] +2024-10-16 15:16:08,323 - Train: 25.73% [321850/1251000] [257.3/1000.0] [batch_t 0.415 (0.412)] [data_t 0.015] [optim_t 0.400] [lr 0.002541] [CE 4.212 (4.255)] [KD 3.238 (3.462)] +2024-10-16 15:16:29,156 - Train: 25.73% [321900/1251000] [257.3/1000.0] [batch_t 0.407 (0.417)] [data_t 0.015] [optim_t 0.392] [lr 0.002541] [CE 3.677 (4.198)] [KD 3.117 (3.410)] +2024-10-16 15:16:49,599 - Train: 25.74% [321950/1251000] [257.4/1000.0] [batch_t 0.405 (0.409)] [data_t 0.015] [optim_t 0.390] [lr 0.002541] [CE 4.169 (4.327)] [KD 3.306 (3.502)] +2024-10-16 15:17:09,959 - Train: 25.74% [322000/1251000] [257.4/1000.0] [batch_t 0.431 (0.407)] [data_t 0.015] [optim_t 0.416] [lr 0.002540] [CE 4.537 (4.274)] [KD 3.482 (3.508)] +2024-10-16 15:17:31,423 - Train: 25.74% [322050/1251000] [257.4/1000.0] [batch_t 0.404 (0.429)] [data_t 0.015] [optim_t 0.388] [lr 0.002540] [CE 3.896 (4.205)] [KD 3.591 (3.540)] +2024-10-16 15:17:52,889 - Train: 25.75% [322100/1251000] [257.5/1000.0] [batch_t 0.428 (0.429)] [data_t 0.015] [optim_t 0.412] [lr 0.002540] [CE 4.587 (4.288)] [KD 3.516 (3.580)] +2024-10-16 15:18:13,920 - Train: 25.75% [322150/1251000] [257.5/1000.0] [batch_t 0.433 (0.421)] [data_t 0.015] [optim_t 0.417] [lr 0.002540] [CE 4.109 (4.286)] [KD 3.662 (3.536)] +2024-10-16 15:18:35,016 - Train: 25.76% [322200/1251000] [257.6/1000.0] [batch_t 0.419 (0.422)] [data_t 0.015] [optim_t 0.404] [lr 0.002540] [CE 3.514 (4.320)] [KD 3.132 (3.534)] +2024-10-16 15:18:56,139 - Train: 25.76% [322250/1251000] [257.6/1000.0] [batch_t 0.429 (0.422)] [data_t 0.015] [optim_t 0.414] [lr 0.002540] [CE 4.316 (4.321)] [KD 3.565 (3.552)] +2024-10-16 15:19:17,378 - Train: 25.76% [322300/1251000] [257.6/1000.0] [batch_t 0.421 (0.425)] [data_t 0.015] [optim_t 0.405] [lr 0.002540] [CE 4.037 (4.248)] [KD 3.438 (3.502)] +2024-10-16 15:19:38,428 - Train: 25.77% [322350/1251000] [257.7/1000.0] [batch_t 0.409 (0.421)] [data_t 0.015] [optim_t 0.394] [lr 0.002539] [CE 4.536 (4.314)] [KD 3.708 (3.521)] +2024-10-16 15:19:59,293 - Train: 25.77% [322400/1251000] [257.7/1000.0] [batch_t 0.410 (0.417)] [data_t 0.015] [optim_t 0.394] [lr 0.002539] [CE 4.264 (4.399)] [KD 3.622 (3.598)] +2024-10-16 15:20:20,369 - Train: 25.78% [322450/1251000] [257.8/1000.0] [batch_t 0.418 (0.421)] [data_t 0.015] [optim_t 0.403] [lr 0.002539] [CE 4.265 (4.283)] [KD 3.378 (3.506)] +2024-10-16 15:20:41,703 - Train: 25.78% [322500/1251000] [257.8/1000.0] [batch_t 0.418 (0.427)] [data_t 0.015] [optim_t 0.403] [lr 0.002539] [CE 4.543 (4.258)] [KD 3.680 (3.526)] +2024-10-16 15:21:03,371 - Train: 25.78% [322550/1251000] [257.8/1000.0] [batch_t 0.435 (0.433)] [data_t 0.015] [optim_t 0.419] [lr 0.002539] [CE 4.074 (4.259)] [KD 3.451 (3.508)] +2024-10-16 15:21:25,187 - Train: 25.79% [322600/1251000] [257.9/1000.0] [batch_t 0.403 (0.436)] [data_t 0.015] [optim_t 0.388] [lr 0.002539] [CE 4.438 (4.257)] [KD 3.476 (3.481)] +2024-10-16 15:21:47,166 - Train: 25.79% [322650/1251000] [257.9/1000.0] [batch_t 0.378 (0.439)] [data_t 0.016] [optim_t 0.363] [lr 0.002539] [CE 4.374 (4.250)] [KD 3.565 (3.475)] +2024-10-16 15:22:08,154 - Train: 25.80% [322700/1251000] [258.0/1000.0] [batch_t 0.408 (0.420)] [data_t 0.016] [optim_t 0.393] [lr 0.002538] [CE 4.097 (4.249)] [KD 3.354 (3.507)] +2024-10-16 15:22:29,249 - Train: 25.80% [322750/1251000] [258.0/1000.0] [batch_t 0.358 (0.422)] [data_t 0.015] [optim_t 0.343] [lr 0.002538] [CE 4.423 (4.329)] [KD 3.608 (3.605)] +2024-10-16 15:22:53,140 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 37599] [top5_cnt 46403] [top_all 50000] +2024-10-16 15:22:53,140 - net: 75.198 (92.806) +2024-10-16 15:23:14,024 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 39789] [top5_cnt 47493] [top_all 50000] +2024-10-16 15:23:14,024 - net_E: 79.578 (94.986) +2024-10-16 15:23:14,143 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.668 (epoch: 252)] +2024-10-16 15:23:14,144 - ==> Total time: 1 day, 15:41:22 Eta: 4 days, 18:08:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 15:23:35,697 - Train: 25.80% [322800/1251000] [258.0/1000.0] [batch_t 0.359 (0.484)] [data_t 0.015] [optim_t 0.343] [lr 0.002538] [CE 4.040 (4.338)] [KD 3.308 (3.500)] +2024-10-16 15:23:57,706 - Train: 25.81% [322850/1251000] [258.1/1000.0] [batch_t 0.469 (0.440)] [data_t 0.125] [optim_t 0.343] [lr 0.002538] [CE 4.717 (4.228)] [KD 3.653 (3.462)] +2024-10-16 15:24:19,535 - Train: 25.81% [322900/1251000] [258.1/1000.0] [batch_t 0.412 (0.436)] [data_t 0.071] [optim_t 0.341] [lr 0.002538] [CE 4.722 (4.275)] [KD 3.643 (3.444)] +2024-10-16 15:24:40,963 - Train: 25.82% [322950/1251000] [258.2/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.002538] [CE 4.028 (4.265)] [KD 3.298 (3.434)] +2024-10-16 15:25:01,856 - Train: 25.82% [323000/1251000] [258.2/1000.0] [batch_t 0.393 (0.418)] [data_t 0.051] [optim_t 0.342] [lr 0.002538] [CE 4.309 (4.289)] [KD 3.437 (3.440)] +2024-10-16 15:25:22,393 - Train: 25.82% [323050/1251000] [258.2/1000.0] [batch_t 0.454 (0.411)] [data_t 0.112] [optim_t 0.342] [lr 0.002538] [CE 3.574 (4.226)] [KD 3.199 (3.402)] +2024-10-16 15:25:43,048 - Train: 25.83% [323100/1251000] [258.3/1000.0] [batch_t 0.401 (0.413)] [data_t 0.059] [optim_t 0.342] [lr 0.002537] [CE 4.323 (4.248)] [KD 3.349 (3.454)] +2024-10-16 15:26:03,598 - Train: 25.83% [323150/1251000] [258.3/1000.0] [batch_t 0.428 (0.411)] [data_t 0.088] [optim_t 0.340] [lr 0.002537] [CE 4.405 (4.289)] [KD 3.502 (3.504)] +2024-10-16 15:26:23,730 - Train: 25.84% [323200/1251000] [258.4/1000.0] [batch_t 0.361 (0.403)] [data_t 0.019] [optim_t 0.342] [lr 0.002537] [CE 4.409 (4.266)] [KD 3.467 (3.438)] +2024-10-16 15:26:43,738 - Train: 25.84% [323250/1251000] [258.4/1000.0] [batch_t 0.465 (0.400)] [data_t 0.126] [optim_t 0.339] [lr 0.002537] [CE 4.012 (4.229)] [KD 3.179 (3.463)] +2024-10-16 15:27:04,413 - Train: 25.84% [323300/1251000] [258.4/1000.0] [batch_t 0.373 (0.413)] [data_t 0.015] [optim_t 0.357] [lr 0.002537] [CE 4.216 (4.310)] [KD 3.538 (3.512)] +2024-10-16 15:27:25,391 - Train: 25.85% [323350/1251000] [258.5/1000.0] [batch_t 0.359 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.002537] [CE 4.233 (4.257)] [KD 3.535 (3.488)] +2024-10-16 15:27:45,983 - Train: 25.85% [323400/1251000] [258.5/1000.0] [batch_t 0.424 (0.412)] [data_t 0.016] [optim_t 0.409] [lr 0.002537] [CE 4.134 (4.311)] [KD 3.447 (3.535)] +2024-10-16 15:28:06,416 - Train: 25.86% [323450/1251000] [258.6/1000.0] [batch_t 0.414 (0.409)] [data_t 0.015] [optim_t 0.399] [lr 0.002536] [CE 4.141 (4.280)] [KD 3.409 (3.563)] +2024-10-16 15:28:27,030 - Train: 25.86% [323500/1251000] [258.6/1000.0] [batch_t 0.439 (0.412)] [data_t 0.015] [optim_t 0.424] [lr 0.002536] [CE 4.424 (4.345)] [KD 3.475 (3.517)] +2024-10-16 15:28:47,499 - Train: 25.86% [323550/1251000] [258.6/1000.0] [batch_t 0.362 (0.409)] [data_t 0.015] [optim_t 0.347] [lr 0.002536] [CE 4.344 (4.255)] [KD 3.499 (3.503)] +2024-10-16 15:29:08,425 - Train: 25.87% [323600/1251000] [258.7/1000.0] [batch_t 0.467 (0.418)] [data_t 0.015] [optim_t 0.452] [lr 0.002536] [CE 4.858 (4.240)] [KD 3.602 (3.500)] +2024-10-16 15:29:29,621 - Train: 25.87% [323650/1251000] [258.7/1000.0] [batch_t 0.375 (0.424)] [data_t 0.015] [optim_t 0.360] [lr 0.002536] [CE 3.983 (4.243)] [KD 3.602 (3.504)] +2024-10-16 15:29:50,618 - Train: 25.88% [323700/1251000] [258.8/1000.0] [batch_t 0.369 (0.420)] [data_t 0.015] [optim_t 0.353] [lr 0.002536] [CE 4.014 (4.318)] [KD 3.369 (3.470)] +2024-10-16 15:30:11,487 - Train: 25.88% [323750/1251000] [258.8/1000.0] [batch_t 0.369 (0.417)] [data_t 0.015] [optim_t 0.354] [lr 0.002536] [CE 3.949 (4.264)] [KD 3.416 (3.487)] +2024-10-16 15:30:33,158 - Train: 25.88% [323800/1251000] [258.8/1000.0] [batch_t 0.430 (0.433)] [data_t 0.015] [optim_t 0.415] [lr 0.002536] [CE 4.613 (4.267)] [KD 3.578 (3.489)] +2024-10-16 15:30:55,353 - Train: 25.89% [323850/1251000] [258.9/1000.0] [batch_t 0.428 (0.444)] [data_t 0.015] [optim_t 0.413] [lr 0.002535] [CE 4.269 (4.239)] [KD 3.742 (3.508)] +2024-10-16 15:31:16,052 - Train: 25.89% [323900/1251000] [258.9/1000.0] [batch_t 0.358 (0.414)] [data_t 0.015] [optim_t 0.343] [lr 0.002535] [CE 4.088 (4.281)] [KD 3.345 (3.504)] +2024-10-16 15:31:36,629 - Train: 25.90% [323950/1251000] [259.0/1000.0] [batch_t 0.359 (0.411)] [data_t 0.015] [optim_t 0.344] [lr 0.002535] [CE 3.716 (4.314)] [KD 3.226 (3.539)] +2024-10-16 15:31:57,107 - Train: 25.90% [324000/1251000] [259.0/1000.0] [batch_t 0.360 (0.409)] [data_t 0.015] [optim_t 0.345] [lr 0.002535] [CE 4.529 (4.265)] [KD 3.661 (3.499)] +2024-10-16 15:32:23,031 - Test (net): 100.00% [50/50] [batch_t 0.133 (0.451)] [top1_cnt 37670] [top5_cnt 46451] [top_all 50000] +2024-10-16 15:32:23,032 - net: 75.340 (92.902) +2024-10-16 15:32:44,382 - Test (net_E): 100.00% [50/50] [batch_t 0.133 (0.421)] [top1_cnt 39777] [top5_cnt 47483] [top_all 50000] +2024-10-16 15:32:44,382 - net_E: 79.554 (94.966) +2024-10-16 15:32:44,540 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.668 (epoch: 252)] +2024-10-16 15:32:44,540 - ==> Total time: 1 day, 15:50:53 Eta: 4 days, 18:00:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 15:33:05,727 - Train: 25.90% [324050/1251000] [259.0/1000.0] [batch_t 0.358 (0.480)] [data_t 0.015] [optim_t 0.342] [lr 0.002535] [CE 3.908 (4.248)] [KD 3.193 (3.426)] +2024-10-16 15:33:27,342 - Train: 25.91% [324100/1251000] [259.1/1000.0] [batch_t 0.432 (0.432)] [data_t 0.015] [optim_t 0.417] [lr 0.002535] [CE 4.461 (4.187)] [KD 3.533 (3.398)] +2024-10-16 15:33:48,158 - Train: 25.91% [324150/1251000] [259.1/1000.0] [batch_t 0.438 (0.416)] [data_t 0.015] [optim_t 0.422] [lr 0.002535] [CE 4.578 (4.194)] [KD 3.660 (3.473)] +2024-10-16 15:34:08,125 - Train: 25.92% [324200/1251000] [259.2/1000.0] [batch_t 0.428 (0.399)] [data_t 0.015] [optim_t 0.413] [lr 0.002534] [CE 4.653 (4.284)] [KD 3.728 (3.482)] +2024-10-16 15:34:28,190 - Train: 25.92% [324250/1251000] [259.2/1000.0] [batch_t 0.420 (0.401)] [data_t 0.015] [optim_t 0.404] [lr 0.002534] [CE 4.191 (4.290)] [KD 3.412 (3.551)] +2024-10-16 15:34:48,441 - Train: 25.92% [324300/1251000] [259.2/1000.0] [batch_t 0.427 (0.405)] [data_t 0.083] [optim_t 0.344] [lr 0.002534] [CE 3.697 (4.279)] [KD 3.286 (3.507)] +2024-10-16 15:35:08,454 - Train: 25.93% [324350/1251000] [259.3/1000.0] [batch_t 0.374 (0.400)] [data_t 0.028] [optim_t 0.347] [lr 0.002534] [CE 4.058 (4.308)] [KD 3.718 (3.491)] +2024-10-16 15:35:29,694 - Train: 25.93% [324400/1251000] [259.3/1000.0] [batch_t 0.430 (0.425)] [data_t 0.087] [optim_t 0.343] [lr 0.002534] [CE 4.155 (4.301)] [KD 3.570 (3.531)] +2024-10-16 15:35:51,385 - Train: 25.94% [324450/1251000] [259.4/1000.0] [batch_t 0.443 (0.434)] [data_t 0.101] [optim_t 0.342] [lr 0.002534] [CE 3.711 (4.273)] [KD 3.251 (3.510)] +2024-10-16 15:36:13,069 - Train: 25.94% [324500/1251000] [259.4/1000.0] [batch_t 0.397 (0.434)] [data_t 0.055] [optim_t 0.343] [lr 0.002534] [CE 4.128 (4.302)] [KD 3.252 (3.506)] +2024-10-16 15:36:34,110 - Train: 25.94% [324550/1251000] [259.4/1000.0] [batch_t 0.448 (0.421)] [data_t 0.107] [optim_t 0.341] [lr 0.002533] [CE 4.392 (4.305)] [KD 3.394 (3.489)] +2024-10-16 15:36:54,782 - Train: 25.95% [324600/1251000] [259.5/1000.0] [batch_t 0.433 (0.413)] [data_t 0.090] [optim_t 0.343] [lr 0.002533] [CE 4.560 (4.284)] [KD 3.684 (3.511)] +2024-10-16 15:37:15,454 - Train: 25.95% [324650/1251000] [259.5/1000.0] [batch_t 0.395 (0.413)] [data_t 0.052] [optim_t 0.343] [lr 0.002533] [CE 3.871 (4.287)] [KD 3.560 (3.505)] +2024-10-16 15:37:36,160 - Train: 25.96% [324700/1251000] [259.6/1000.0] [batch_t 0.491 (0.414)] [data_t 0.148] [optim_t 0.343] [lr 0.002533] [CE 4.166 (4.238)] [KD 3.568 (3.532)] +2024-10-16 15:37:56,886 - Train: 25.96% [324750/1251000] [259.6/1000.0] [batch_t 0.416 (0.414)] [data_t 0.071] [optim_t 0.345] [lr 0.002533] [CE 4.755 (4.291)] [KD 3.753 (3.469)] +2024-10-16 15:38:18,133 - Train: 25.96% [324800/1251000] [259.6/1000.0] [batch_t 0.403 (0.425)] [data_t 0.062] [optim_t 0.342] [lr 0.002533] [CE 3.391 (4.268)] [KD 3.043 (3.462)] +2024-10-16 15:38:39,386 - Train: 25.97% [324850/1251000] [259.7/1000.0] [batch_t 0.434 (0.425)] [data_t 0.091] [optim_t 0.342] [lr 0.002533] [CE 4.033 (4.279)] [KD 3.354 (3.514)] +2024-10-16 15:39:00,782 - Train: 25.97% [324900/1251000] [259.7/1000.0] [batch_t 0.472 (0.428)] [data_t 0.129] [optim_t 0.344] [lr 0.002533] [CE 4.133 (4.265)] [KD 3.458 (3.476)] +2024-10-16 15:39:22,601 - Train: 25.98% [324950/1251000] [259.8/1000.0] [batch_t 0.433 (0.436)] [data_t 0.089] [optim_t 0.344] [lr 0.002532] [CE 4.731 (4.313)] [KD 3.707 (3.530)] +2024-10-16 15:39:43,825 - Train: 25.98% [325000/1251000] [259.8/1000.0] [batch_t 0.375 (0.424)] [data_t 0.032] [optim_t 0.343] [lr 0.002532] [CE 4.232 (4.248)] [KD 3.287 (3.508)] +2024-10-16 15:40:05,548 - Train: 25.98% [325050/1251000] [259.8/1000.0] [batch_t 0.425 (0.434)] [data_t 0.076] [optim_t 0.349] [lr 0.002532] [CE 4.228 (4.272)] [KD 3.500 (3.534)] +2024-10-16 15:40:27,069 - Train: 25.99% [325100/1251000] [259.9/1000.0] [batch_t 0.423 (0.430)] [data_t 0.081] [optim_t 0.342] [lr 0.002532] [CE 4.431 (4.306)] [KD 3.429 (3.583)] +2024-10-16 15:40:48,704 - Train: 25.99% [325150/1251000] [259.9/1000.0] [batch_t 0.464 (0.433)] [data_t 0.122] [optim_t 0.342] [lr 0.002532] [CE 4.326 (4.252)] [KD 3.595 (3.498)] +2024-10-16 15:41:10,326 - Train: 26.00% [325200/1251000] [260.0/1000.0] [batch_t 0.456 (0.432)] [data_t 0.115] [optim_t 0.341] [lr 0.002532] [CE 4.454 (4.294)] [KD 3.585 (3.525)] +2024-10-16 15:41:32,000 - Train: 26.00% [325250/1251000] [260.0/1000.0] [batch_t 0.359 (0.433)] [data_t 0.015] [optim_t 0.343] [lr 0.002532] [CE 4.415 (4.236)] [KD 3.463 (3.467)] +2024-10-16 15:41:56,587 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 37381] [top5_cnt 46348] [top_all 50000] +2024-10-16 15:41:56,588 - net: 74.762 (92.696) +2024-10-16 15:42:17,441 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 39776] [top5_cnt 47493] [top_all 50000] +2024-10-16 15:42:17,441 - net_E: 79.552 (94.986) +2024-10-16 15:42:17,589 - Max [top1: 75.384 (epoch: 246)] [top1-ema: 79.668 (epoch: 252)] +2024-10-16 15:42:17,589 - ==> Total time: 1 day, 16:00:26 Eta: 4 days, 17:52:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 15:42:39,162 - Train: 26.00% [325300/1251000] [260.0/1000.0] [batch_t 0.468 (0.501)] [data_t 0.015] [optim_t 0.453] [lr 0.002531] [CE 4.628 (4.210)] [KD 3.823 (3.501)] +2024-10-16 15:43:01,685 - Train: 26.01% [325350/1251000] [260.1/1000.0] [batch_t 0.440 (0.450)] [data_t 0.016] [optim_t 0.425] [lr 0.002531] [CE 4.607 (4.339)] [KD 3.759 (3.499)] +2024-10-16 15:43:23,832 - Train: 26.01% [325400/1251000] [260.1/1000.0] [batch_t 0.440 (0.443)] [data_t 0.015] [optim_t 0.424] [lr 0.002531] [CE 4.693 (4.242)] [KD 3.612 (3.449)] +2024-10-16 15:43:45,561 - Train: 26.02% [325450/1251000] [260.2/1000.0] [batch_t 0.443 (0.434)] [data_t 0.015] [optim_t 0.428] [lr 0.002531] [CE 3.726 (4.213)] [KD 3.141 (3.437)] +2024-10-16 15:44:07,391 - Train: 26.02% [325500/1251000] [260.2/1000.0] [batch_t 0.433 (0.437)] [data_t 0.015] [optim_t 0.418] [lr 0.002531] [CE 4.439 (4.237)] [KD 3.651 (3.501)] +2024-10-16 15:44:28,111 - Train: 26.02% [325550/1251000] [260.2/1000.0] [batch_t 0.361 (0.414)] [data_t 0.015] [optim_t 0.346] [lr 0.002531] [CE 4.324 (4.218)] [KD 3.353 (3.494)] +2024-10-16 15:44:48,403 - Train: 26.03% [325600/1251000] [260.3/1000.0] [batch_t 0.403 (0.406)] [data_t 0.015] [optim_t 0.388] [lr 0.002531] [CE 4.871 (4.229)] [KD 3.589 (3.495)] +2024-10-16 15:45:09,371 - Train: 26.03% [325650/1251000] [260.3/1000.0] [batch_t 0.371 (0.419)] [data_t 0.015] [optim_t 0.355] [lr 0.002530] [CE 4.234 (4.265)] [KD 3.348 (3.514)] +2024-10-16 15:45:30,773 - Train: 26.04% [325700/1251000] [260.4/1000.0] [batch_t 0.502 (0.428)] [data_t 0.015] [optim_t 0.487] [lr 0.002530] [CE 4.797 (4.298)] [KD 3.794 (3.483)] +2024-10-16 15:45:52,061 - Train: 26.04% [325750/1251000] [260.4/1000.0] [batch_t 0.451 (0.426)] [data_t 0.015] [optim_t 0.436] [lr 0.002530] [CE 4.272 (4.282)] [KD 3.231 (3.482)] +2024-10-16 15:46:14,225 - Train: 26.04% [325800/1251000] [260.4/1000.0] [batch_t 0.431 (0.443)] [data_t 0.015] [optim_t 0.415] [lr 0.002530] [CE 4.264 (4.242)] [KD 3.536 (3.480)] +2024-10-16 15:46:35,792 - Train: 26.05% [325850/1251000] [260.5/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.002530] [CE 4.006 (4.237)] [KD 3.380 (3.430)] +2024-10-16 15:46:57,204 - Train: 26.05% [325900/1251000] [260.5/1000.0] [batch_t 0.438 (0.428)] [data_t 0.015] [optim_t 0.423] [lr 0.002530] [CE 4.788 (4.295)] [KD 3.605 (3.496)] +2024-10-16 15:47:18,651 - Train: 26.06% [325950/1251000] [260.6/1000.0] [batch_t 0.500 (0.429)] [data_t 0.015] [optim_t 0.485] [lr 0.002530] [CE 4.411 (4.314)] [KD 3.478 (3.500)] +2024-10-16 15:47:40,090 - Train: 26.06% [326000/1251000] [260.6/1000.0] [batch_t 0.426 (0.429)] [data_t 0.015] [optim_t 0.411] [lr 0.002530] [CE 3.764 (4.242)] [KD 3.130 (3.478)] +2024-10-16 15:48:01,612 - Train: 26.06% [326050/1251000] [260.6/1000.0] [batch_t 0.453 (0.430)] [data_t 0.015] [optim_t 0.438] [lr 0.002529] [CE 3.727 (4.277)] [KD 3.412 (3.514)] +2024-10-16 15:48:22,998 - Train: 26.07% [326100/1251000] [260.7/1000.0] [batch_t 0.459 (0.428)] [data_t 0.015] [optim_t 0.443] [lr 0.002529] [CE 3.820 (4.304)] [KD 3.267 (3.572)] +2024-10-16 15:48:44,267 - Train: 26.07% [326150/1251000] [260.7/1000.0] [batch_t 0.419 (0.425)] [data_t 0.015] [optim_t 0.403] [lr 0.002529] [CE 4.311 (4.289)] [KD 3.489 (3.499)] +2024-10-16 15:49:05,889 - Train: 26.08% [326200/1251000] [260.8/1000.0] [batch_t 0.439 (0.432)] [data_t 0.015] [optim_t 0.424] [lr 0.002529] [CE 4.356 (4.298)] [KD 3.622 (3.551)] +2024-10-16 15:49:27,258 - Train: 26.08% [326250/1251000] [260.8/1000.0] [batch_t 0.445 (0.427)] [data_t 0.015] [optim_t 0.430] [lr 0.002529] [CE 4.152 (4.278)] [KD 3.424 (3.521)] +2024-10-16 15:49:48,569 - Train: 26.08% [326300/1251000] [260.8/1000.0] [batch_t 0.441 (0.426)] [data_t 0.015] [optim_t 0.426] [lr 0.002529] [CE 4.112 (4.246)] [KD 3.461 (3.513)] +2024-10-16 15:50:09,891 - Train: 26.09% [326350/1251000] [260.9/1000.0] [batch_t 0.373 (0.426)] [data_t 0.015] [optim_t 0.357] [lr 0.002529] [CE 4.319 (4.204)] [KD 3.727 (3.509)] +2024-10-16 15:50:31,003 - Train: 26.09% [326400/1251000] [260.9/1000.0] [batch_t 0.432 (0.422)] [data_t 0.015] [optim_t 0.416] [lr 0.002528] [CE 4.643 (4.264)] [KD 3.675 (3.509)] +2024-10-16 15:50:52,244 - Train: 26.10% [326450/1251000] [261.0/1000.0] [batch_t 0.444 (0.425)] [data_t 0.015] [optim_t 0.428] [lr 0.002528] [CE 4.355 (4.242)] [KD 3.379 (3.428)] +2024-10-16 15:51:13,488 - Train: 26.10% [326500/1251000] [261.0/1000.0] [batch_t 0.359 (0.425)] [data_t 0.015] [optim_t 0.344] [lr 0.002528] [CE 4.537 (4.250)] [KD 3.539 (3.477)] +2024-10-16 15:51:38,491 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 37782] [top5_cnt 46525] [top_all 50000] +2024-10-16 15:51:38,492 - net: 75.564 (93.050) +2024-10-16 15:51:59,826 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 39801] [top5_cnt 47499] [top_all 50000] +2024-10-16 15:51:59,826 - net_E: 79.602 (94.998) +2024-10-16 15:52:00,009 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.668 (epoch: 252)] +2024-10-16 15:52:00,010 - ==> Total time: 1 day, 16:10:08 Eta: 4 days, 17:44:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 15:52:23,175 - Train: 26.10% [326550/1251000] [261.0/1000.0] [batch_t 0.359 (0.415)] [data_t 0.015] [optim_t 0.343] [lr 0.002528] [CE 4.642 (4.311)] [KD 3.677 (3.455)] +2024-10-16 15:52:44,433 - Train: 26.11% [326600/1251000] [261.1/1000.0] [batch_t 0.427 (0.425)] [data_t 0.015] [optim_t 0.412] [lr 0.002528] [CE 4.364 (4.222)] [KD 3.549 (3.438)] +2024-10-16 15:53:05,582 - Train: 26.11% [326650/1251000] [261.1/1000.0] [batch_t 0.433 (0.423)] [data_t 0.015] [optim_t 0.418] [lr 0.002528] [CE 4.404 (4.270)] [KD 3.670 (3.507)] +2024-10-16 15:53:26,297 - Train: 26.12% [326700/1251000] [261.2/1000.0] [batch_t 0.361 (0.414)] [data_t 0.015] [optim_t 0.346] [lr 0.002528] [CE 3.613 (4.227)] [KD 3.356 (3.495)] +2024-10-16 15:53:47,176 - Train: 26.12% [326750/1251000] [261.2/1000.0] [batch_t 0.499 (0.417)] [data_t 0.016] [optim_t 0.483] [lr 0.002527] [CE 4.127 (4.305)] [KD 3.359 (3.495)] +2024-10-16 15:54:09,035 - Train: 26.12% [326800/1251000] [261.2/1000.0] [batch_t 0.427 (0.437)] [data_t 0.015] [optim_t 0.411] [lr 0.002527] [CE 4.362 (4.249)] [KD 3.529 (3.471)] +2024-10-16 15:54:31,134 - Train: 26.13% [326850/1251000] [261.3/1000.0] [batch_t 0.423 (0.442)] [data_t 0.015] [optim_t 0.408] [lr 0.002527] [CE 4.069 (4.199)] [KD 3.391 (3.374)] +2024-10-16 15:54:52,452 - Train: 26.13% [326900/1251000] [261.3/1000.0] [batch_t 0.536 (0.426)] [data_t 0.015] [optim_t 0.520] [lr 0.002527] [CE 4.029 (4.375)] [KD 3.377 (3.548)] +2024-10-16 15:55:12,846 - Train: 26.14% [326950/1251000] [261.4/1000.0] [batch_t 0.401 (0.408)] [data_t 0.015] [optim_t 0.386] [lr 0.002527] [CE 3.995 (4.329)] [KD 3.604 (3.531)] +2024-10-16 15:55:32,986 - Train: 26.14% [327000/1251000] [261.4/1000.0] [batch_t 0.382 (0.403)] [data_t 0.015] [optim_t 0.366] [lr 0.002527] [CE 4.374 (4.299)] [KD 3.635 (3.506)] +2024-10-16 15:55:53,264 - Train: 26.14% [327050/1251000] [261.4/1000.0] [batch_t 0.407 (0.405)] [data_t 0.064] [optim_t 0.343] [lr 0.002527] [CE 4.684 (4.262)] [KD 3.646 (3.455)] +2024-10-16 15:56:13,933 - Train: 26.15% [327100/1251000] [261.5/1000.0] [batch_t 0.407 (0.413)] [data_t 0.063] [optim_t 0.343] [lr 0.002527] [CE 4.271 (4.317)] [KD 3.445 (3.489)] +2024-10-16 15:56:34,729 - Train: 26.15% [327150/1251000] [261.5/1000.0] [batch_t 0.408 (0.416)] [data_t 0.067] [optim_t 0.341] [lr 0.002526] [CE 4.446 (4.294)] [KD 3.423 (3.479)] +2024-10-16 15:56:56,044 - Train: 26.16% [327200/1251000] [261.6/1000.0] [batch_t 0.396 (0.426)] [data_t 0.055] [optim_t 0.341] [lr 0.002526] [CE 4.317 (4.307)] [KD 3.513 (3.475)] +2024-10-16 15:57:16,587 - Train: 26.16% [327250/1251000] [261.6/1000.0] [batch_t 0.472 (0.411)] [data_t 0.127] [optim_t 0.344] [lr 0.002526] [CE 3.980 (4.218)] [KD 3.362 (3.463)] +2024-10-16 15:57:37,297 - Train: 26.16% [327300/1251000] [261.6/1000.0] [batch_t 0.437 (0.414)] [data_t 0.095] [optim_t 0.342] [lr 0.002526] [CE 4.046 (4.273)] [KD 3.416 (3.508)] +2024-10-16 15:57:58,385 - Train: 26.17% [327350/1251000] [261.7/1000.0] [batch_t 0.387 (0.422)] [data_t 0.042] [optim_t 0.345] [lr 0.002526] [CE 4.502 (4.282)] [KD 3.376 (3.505)] +2024-10-16 15:58:19,593 - Train: 26.17% [327400/1251000] [261.7/1000.0] [batch_t 0.424 (0.424)] [data_t 0.084] [optim_t 0.341] [lr 0.002526] [CE 4.607 (4.295)] [KD 3.809 (3.538)] +2024-10-16 15:58:40,542 - Train: 26.18% [327450/1251000] [261.8/1000.0] [batch_t 0.427 (0.419)] [data_t 0.084] [optim_t 0.343] [lr 0.002526] [CE 4.239 (4.243)] [KD 3.790 (3.504)] +2024-10-16 15:59:02,101 - Train: 26.18% [327500/1251000] [261.8/1000.0] [batch_t 0.360 (0.431)] [data_t 0.015] [optim_t 0.344] [lr 0.002525] [CE 4.138 (4.265)] [KD 3.560 (3.558)] +2024-10-16 15:59:23,595 - Train: 26.18% [327550/1251000] [261.8/1000.0] [batch_t 0.372 (0.430)] [data_t 0.015] [optim_t 0.357] [lr 0.002525] [CE 4.414 (4.266)] [KD 3.583 (3.482)] +2024-10-16 15:59:43,663 - Train: 26.19% [327600/1251000] [261.9/1000.0] [batch_t 0.394 (0.401)] [data_t 0.015] [optim_t 0.378] [lr 0.002525] [CE 4.293 (4.364)] [KD 3.455 (3.534)] +2024-10-16 16:00:04,083 - Train: 26.19% [327650/1251000] [261.9/1000.0] [batch_t 0.397 (0.408)] [data_t 0.015] [optim_t 0.382] [lr 0.002525] [CE 4.589 (4.243)] [KD 3.506 (3.456)] +2024-10-16 16:00:24,664 - Train: 26.20% [327700/1251000] [262.0/1000.0] [batch_t 0.383 (0.412)] [data_t 0.043] [optim_t 0.341] [lr 0.002525] [CE 4.248 (4.325)] [KD 3.326 (3.495)] +2024-10-16 16:00:45,327 - Train: 26.20% [327750/1251000] [262.0/1000.0] [batch_t 0.397 (0.413)] [data_t 0.055] [optim_t 0.342] [lr 0.002525] [CE 4.358 (4.239)] [KD 3.343 (3.456)] +2024-10-16 16:01:10,236 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.408)] [top1_cnt 37609] [top5_cnt 46466] [top_all 50000] +2024-10-16 16:01:10,237 - net: 75.218 (92.932) +2024-10-16 16:01:31,984 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 39839] [top5_cnt 47504] [top_all 50000] +2024-10-16 16:01:31,984 - net_E: 79.678 (95.008) +2024-10-16 16:01:32,145 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.678 (epoch: 262)] +2024-10-16 16:01:32,145 - ==> Total time: 1 day, 16:19:40 Eta: 4 days, 17:35:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 16:01:52,988 - Train: 26.20% [327800/1251000] [262.0/1000.0] [batch_t 0.358 (0.439)] [data_t 0.015] [optim_t 0.343] [lr 0.002525] [CE 4.762 (4.227)] [KD 3.711 (3.484)] +2024-10-16 16:02:14,148 - Train: 26.21% [327850/1251000] [262.1/1000.0] [batch_t 0.385 (0.423)] [data_t 0.015] [optim_t 0.370] [lr 0.002524] [CE 4.213 (4.286)] [KD 3.308 (3.483)] +2024-10-16 16:02:35,472 - Train: 26.21% [327900/1251000] [262.1/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.344] [lr 0.002524] [CE 4.123 (4.276)] [KD 3.519 (3.489)] +2024-10-16 16:02:57,010 - Train: 26.22% [327950/1251000] [262.2/1000.0] [batch_t 0.416 (0.431)] [data_t 0.015] [optim_t 0.400] [lr 0.002524] [CE 4.599 (4.317)] [KD 3.645 (3.471)] +2024-10-16 16:03:17,951 - Train: 26.22% [328000/1251000] [262.2/1000.0] [batch_t 0.448 (0.419)] [data_t 0.016] [optim_t 0.433] [lr 0.002524] [CE 4.399 (4.316)] [KD 3.403 (3.486)] +2024-10-16 16:03:38,706 - Train: 26.22% [328050/1251000] [262.2/1000.0] [batch_t 0.524 (0.415)] [data_t 0.015] [optim_t 0.509] [lr 0.002524] [CE 4.581 (4.342)] [KD 3.648 (3.535)] +2024-10-16 16:03:58,784 - Train: 26.23% [328100/1251000] [262.3/1000.0] [batch_t 0.424 (0.401)] [data_t 0.015] [optim_t 0.409] [lr 0.002524] [CE 4.823 (4.263)] [KD 3.798 (3.494)] +2024-10-16 16:04:19,595 - Train: 26.23% [328150/1251000] [262.3/1000.0] [batch_t 0.485 (0.416)] [data_t 0.015] [optim_t 0.470] [lr 0.002524] [CE 4.118 (4.280)] [KD 3.543 (3.520)] +2024-10-16 16:04:40,414 - Train: 26.24% [328200/1251000] [262.4/1000.0] [batch_t 0.397 (0.416)] [data_t 0.015] [optim_t 0.381] [lr 0.002524] [CE 3.581 (4.218)] [KD 3.040 (3.414)] +2024-10-16 16:05:02,012 - Train: 26.24% [328250/1251000] [262.4/1000.0] [batch_t 0.381 (0.432)] [data_t 0.015] [optim_t 0.366] [lr 0.002523] [CE 3.825 (4.302)] [KD 3.360 (3.470)] +2024-10-16 16:05:22,591 - Train: 26.24% [328300/1251000] [262.4/1000.0] [batch_t 0.489 (0.411)] [data_t 0.015] [optim_t 0.474] [lr 0.002523] [CE 4.577 (4.237)] [KD 3.563 (3.504)] +2024-10-16 16:05:44,490 - Train: 26.25% [328350/1251000] [262.5/1000.0] [batch_t 0.486 (0.438)] [data_t 0.015] [optim_t 0.471] [lr 0.002523] [CE 4.302 (4.262)] [KD 3.410 (3.521)] +2024-10-16 16:06:06,243 - Train: 26.25% [328400/1251000] [262.5/1000.0] [batch_t 0.406 (0.435)] [data_t 0.015] [optim_t 0.390] [lr 0.002523] [CE 4.676 (4.285)] [KD 3.685 (3.515)] +2024-10-16 16:06:26,660 - Train: 26.25% [328450/1251000] [262.5/1000.0] [batch_t 0.382 (0.408)] [data_t 0.016] [optim_t 0.367] [lr 0.002523] [CE 4.259 (4.231)] [KD 3.326 (3.473)] +2024-10-16 16:06:47,547 - Train: 26.26% [328500/1251000] [262.6/1000.0] [batch_t 0.388 (0.418)] [data_t 0.015] [optim_t 0.372] [lr 0.002523] [CE 4.527 (4.268)] [KD 3.658 (3.518)] +2024-10-16 16:07:09,011 - Train: 26.26% [328550/1251000] [262.6/1000.0] [batch_t 0.473 (0.429)] [data_t 0.015] [optim_t 0.457] [lr 0.002523] [CE 4.632 (4.304)] [KD 3.568 (3.541)] +2024-10-16 16:07:30,051 - Train: 26.27% [328600/1251000] [262.7/1000.0] [batch_t 0.478 (0.421)] [data_t 0.015] [optim_t 0.462] [lr 0.002522] [CE 4.499 (4.295)] [KD 3.825 (3.494)] +2024-10-16 16:07:51,030 - Train: 26.27% [328650/1251000] [262.7/1000.0] [batch_t 0.368 (0.419)] [data_t 0.015] [optim_t 0.353] [lr 0.002522] [CE 3.717 (4.208)] [KD 3.173 (3.440)] +2024-10-16 16:08:12,296 - Train: 26.27% [328700/1251000] [262.7/1000.0] [batch_t 0.457 (0.425)] [data_t 0.015] [optim_t 0.442] [lr 0.002522] [CE 4.046 (4.274)] [KD 3.212 (3.480)] +2024-10-16 16:08:33,799 - Train: 26.28% [328750/1251000] [262.8/1000.0] [batch_t 0.449 (0.430)] [data_t 0.015] [optim_t 0.434] [lr 0.002522] [CE 4.409 (4.286)] [KD 3.596 (3.461)] +2024-10-16 16:08:55,451 - Train: 26.28% [328800/1251000] [262.8/1000.0] [batch_t 0.520 (0.433)] [data_t 0.015] [optim_t 0.505] [lr 0.002522] [CE 3.492 (4.233)] [KD 3.319 (3.482)] +2024-10-16 16:09:16,819 - Train: 26.29% [328850/1251000] [262.9/1000.0] [batch_t 0.357 (0.427)] [data_t 0.015] [optim_t 0.342] [lr 0.002522] [CE 4.227 (4.237)] [KD 3.529 (3.489)] +2024-10-16 16:09:37,538 - Train: 26.29% [328900/1251000] [262.9/1000.0] [batch_t 0.454 (0.414)] [data_t 0.015] [optim_t 0.439] [lr 0.002522] [CE 4.559 (4.270)] [KD 3.616 (3.533)] +2024-10-16 16:09:58,638 - Train: 26.29% [328950/1251000] [262.9/1000.0] [batch_t 0.361 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.002521] [CE 3.891 (4.251)] [KD 3.444 (3.506)] +2024-10-16 16:10:19,438 - Train: 26.30% [329000/1251000] [263.0/1000.0] [batch_t 0.423 (0.416)] [data_t 0.015] [optim_t 0.408] [lr 0.002521] [CE 4.235 (4.244)] [KD 3.346 (3.400)] +2024-10-16 16:10:46,039 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.428)] [top1_cnt 37228] [top5_cnt 46213] [top_all 50000] +2024-10-16 16:10:46,039 - net: 74.456 (92.426) +2024-10-16 16:11:07,813 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39844] [top5_cnt 47504] [top_all 50000] +2024-10-16 16:11:07,813 - net_E: 79.688 (95.008) +2024-10-16 16:11:07,999 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.688 (epoch: 263)] +2024-10-16 16:11:08,000 - ==> Total time: 1 day, 16:29:16 Eta: 4 days, 17:27:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 16:11:29,013 - Train: 26.30% [329050/1251000] [263.0/1000.0] [batch_t 0.359 (0.459)] [data_t 0.016] [optim_t 0.343] [lr 0.002521] [CE 4.085 (4.162)] [KD 3.501 (3.389)] +2024-10-16 16:11:50,583 - Train: 26.31% [329100/1251000] [263.1/1000.0] [batch_t 0.440 (0.431)] [data_t 0.015] [optim_t 0.424] [lr 0.002521] [CE 4.691 (4.277)] [KD 3.539 (3.512)] +2024-10-16 16:12:11,809 - Train: 26.31% [329150/1251000] [263.1/1000.0] [batch_t 0.479 (0.424)] [data_t 0.015] [optim_t 0.463] [lr 0.002521] [CE 4.337 (4.312)] [KD 3.542 (3.484)] +2024-10-16 16:12:32,837 - Train: 26.31% [329200/1251000] [263.1/1000.0] [batch_t 0.568 (0.420)] [data_t 0.015] [optim_t 0.553] [lr 0.002521] [CE 4.443 (4.259)] [KD 3.570 (3.410)] +2024-10-16 16:12:54,110 - Train: 26.32% [329250/1251000] [263.2/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.346] [lr 0.002521] [CE 4.106 (4.303)] [KD 3.396 (3.492)] +2024-10-16 16:13:16,044 - Train: 26.32% [329300/1251000] [263.2/1000.0] [batch_t 0.457 (0.439)] [data_t 0.015] [optim_t 0.441] [lr 0.002521] [CE 4.628 (4.250)] [KD 3.687 (3.464)] +2024-10-16 16:13:36,801 - Train: 26.33% [329350/1251000] [263.3/1000.0] [batch_t 0.379 (0.415)] [data_t 0.015] [optim_t 0.363] [lr 0.002520] [CE 4.222 (4.218)] [KD 3.606 (3.456)] +2024-10-16 16:13:57,982 - Train: 26.33% [329400/1251000] [263.3/1000.0] [batch_t 0.415 (0.424)] [data_t 0.016] [optim_t 0.400] [lr 0.002520] [CE 4.411 (4.233)] [KD 3.502 (3.469)] +2024-10-16 16:14:19,125 - Train: 26.33% [329450/1251000] [263.3/1000.0] [batch_t 0.361 (0.423)] [data_t 0.016] [optim_t 0.345] [lr 0.002520] [CE 4.145 (4.291)] [KD 3.471 (3.458)] +2024-10-16 16:14:40,542 - Train: 26.34% [329500/1251000] [263.4/1000.0] [batch_t 0.414 (0.428)] [data_t 0.015] [optim_t 0.399] [lr 0.002520] [CE 4.500 (4.342)] [KD 3.602 (3.528)] +2024-10-16 16:15:02,023 - Train: 26.34% [329550/1251000] [263.4/1000.0] [batch_t 0.405 (0.430)] [data_t 0.015] [optim_t 0.389] [lr 0.002520] [CE 4.097 (4.260)] [KD 3.453 (3.514)] +2024-10-16 16:15:23,336 - Train: 26.35% [329600/1251000] [263.5/1000.0] [batch_t 0.392 (0.426)] [data_t 0.015] [optim_t 0.376] [lr 0.002520] [CE 3.931 (4.311)] [KD 3.453 (3.494)] +2024-10-16 16:15:44,780 - Train: 26.35% [329650/1251000] [263.5/1000.0] [batch_t 0.435 (0.429)] [data_t 0.015] [optim_t 0.420] [lr 0.002520] [CE 4.425 (4.316)] [KD 3.568 (3.519)] +2024-10-16 16:16:06,160 - Train: 26.35% [329700/1251000] [263.5/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.002519] [CE 4.101 (4.317)] [KD 3.375 (3.503)] +2024-10-16 16:16:27,433 - Train: 26.36% [329750/1251000] [263.6/1000.0] [batch_t 0.380 (0.425)] [data_t 0.016] [optim_t 0.365] [lr 0.002519] [CE 4.217 (4.228)] [KD 3.592 (3.482)] +2024-10-16 16:16:48,652 - Train: 26.36% [329800/1251000] [263.6/1000.0] [batch_t 0.478 (0.424)] [data_t 0.016] [optim_t 0.463] [lr 0.002519] [CE 4.305 (4.259)] [KD 3.459 (3.501)] +2024-10-16 16:17:09,748 - Train: 26.37% [329850/1251000] [263.7/1000.0] [batch_t 0.411 (0.422)] [data_t 0.016] [optim_t 0.395] [lr 0.002519] [CE 4.374 (4.263)] [KD 3.462 (3.511)] +2024-10-16 16:17:31,039 - Train: 26.37% [329900/1251000] [263.7/1000.0] [batch_t 0.416 (0.426)] [data_t 0.015] [optim_t 0.401] [lr 0.002519] [CE 4.342 (4.347)] [KD 3.579 (3.565)] +2024-10-16 16:17:52,154 - Train: 26.37% [329950/1251000] [263.7/1000.0] [batch_t 0.370 (0.422)] [data_t 0.015] [optim_t 0.355] [lr 0.002519] [CE 4.567 (4.291)] [KD 3.416 (3.459)] +2024-10-16 16:18:13,742 - Train: 26.38% [330000/1251000] [263.8/1000.0] [batch_t 0.388 (0.432)] [data_t 0.015] [optim_t 0.372] [lr 0.002519] [CE 3.741 (4.247)] [KD 3.197 (3.456)] +2024-10-16 16:18:35,342 - Train: 26.38% [330050/1251000] [263.8/1000.0] [batch_t 0.409 (0.432)] [data_t 0.015] [optim_t 0.393] [lr 0.002518] [CE 4.261 (4.279)] [KD 3.522 (3.491)] +2024-10-16 16:18:57,353 - Train: 26.39% [330100/1251000] [263.9/1000.0] [batch_t 0.428 (0.440)] [data_t 0.015] [optim_t 0.413] [lr 0.002518] [CE 4.953 (4.310)] [KD 3.699 (3.502)] +2024-10-16 16:19:18,797 - Train: 26.39% [330150/1251000] [263.9/1000.0] [batch_t 0.501 (0.429)] [data_t 0.015] [optim_t 0.485] [lr 0.002518] [CE 3.992 (4.361)] [KD 3.395 (3.543)] +2024-10-16 16:19:40,115 - Train: 26.39% [330200/1251000] [263.9/1000.0] [batch_t 0.369 (0.426)] [data_t 0.015] [optim_t 0.354] [lr 0.002518] [CE 4.207 (4.247)] [KD 3.362 (3.483)] +2024-10-16 16:20:01,354 - Train: 26.40% [330250/1251000] [264.0/1000.0] [batch_t 0.451 (0.425)] [data_t 0.015] [optim_t 0.436] [lr 0.002518] [CE 3.734 (4.210)] [KD 3.295 (3.459)] +2024-10-16 16:20:27,633 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 37628] [top5_cnt 46480] [top_all 50000] +2024-10-16 16:20:27,634 - net: 75.256 (92.960) +2024-10-16 16:20:48,846 - Test (net_E): 100.00% [50/50] [batch_t 0.130 (0.418)] [top1_cnt 39847] [top5_cnt 47506] [top_all 50000] +2024-10-16 16:20:48,846 - net_E: 79.694 (95.012) +2024-10-16 16:20:48,971 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.694 (epoch: 264)] +2024-10-16 16:20:48,972 - ==> Total time: 1 day, 16:38:57 Eta: 4 days, 17:19:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 16:21:09,405 - Train: 26.40% [330300/1251000] [264.0/1000.0] [batch_t 0.363 (0.438)] [data_t 0.015] [optim_t 0.348] [lr 0.002518] [CE 3.761 (4.248)] [KD 3.288 (3.517)] +2024-10-16 16:21:29,429 - Train: 26.41% [330350/1251000] [264.1/1000.0] [batch_t 0.359 (0.400)] [data_t 0.015] [optim_t 0.344] [lr 0.002518] [CE 3.910 (4.231)] [KD 3.263 (3.497)] +2024-10-16 16:21:49,984 - Train: 26.41% [330400/1251000] [264.1/1000.0] [batch_t 0.362 (0.411)] [data_t 0.015] [optim_t 0.346] [lr 0.002517] [CE 4.213 (4.219)] [KD 3.385 (3.445)] +2024-10-16 16:22:10,060 - Train: 26.41% [330450/1251000] [264.1/1000.0] [batch_t 0.432 (0.401)] [data_t 0.015] [optim_t 0.417] [lr 0.002517] [CE 4.469 (4.378)] [KD 3.768 (3.491)] +2024-10-16 16:22:30,475 - Train: 26.42% [330500/1251000] [264.2/1000.0] [batch_t 0.399 (0.408)] [data_t 0.016] [optim_t 0.383] [lr 0.002517] [CE 4.929 (4.298)] [KD 3.800 (3.535)] +2024-10-16 16:22:50,760 - Train: 26.42% [330550/1251000] [264.2/1000.0] [batch_t 0.402 (0.406)] [data_t 0.015] [optim_t 0.387] [lr 0.002517] [CE 4.447 (4.309)] [KD 3.602 (3.542)] +2024-10-16 16:23:11,616 - Train: 26.43% [330600/1251000] [264.3/1000.0] [batch_t 0.446 (0.417)] [data_t 0.015] [optim_t 0.431] [lr 0.002517] [CE 4.317 (4.284)] [KD 3.411 (3.500)] +2024-10-16 16:23:32,218 - Train: 26.43% [330650/1251000] [264.3/1000.0] [batch_t 0.439 (0.412)] [data_t 0.015] [optim_t 0.424] [lr 0.002517] [CE 4.168 (4.262)] [KD 3.548 (3.525)] +2024-10-16 16:23:52,916 - Train: 26.43% [330700/1251000] [264.3/1000.0] [batch_t 0.419 (0.414)] [data_t 0.015] [optim_t 0.404] [lr 0.002517] [CE 4.280 (4.215)] [KD 3.554 (3.497)] +2024-10-16 16:24:13,596 - Train: 26.44% [330750/1251000] [264.4/1000.0] [batch_t 0.512 (0.413)] [data_t 0.164] [optim_t 0.348] [lr 0.002517] [CE 3.779 (4.293)] [KD 3.081 (3.467)] +2024-10-16 16:24:34,758 - Train: 26.44% [330800/1251000] [264.4/1000.0] [batch_t 0.359 (0.423)] [data_t 0.016] [optim_t 0.344] [lr 0.002516] [CE 4.236 (4.223)] [KD 3.519 (3.426)] +2024-10-16 16:24:56,747 - Train: 26.45% [330850/1251000] [264.5/1000.0] [batch_t 0.458 (0.440)] [data_t 0.115] [optim_t 0.343] [lr 0.002516] [CE 3.865 (4.311)] [KD 3.097 (3.469)] +2024-10-16 16:25:18,507 - Train: 26.45% [330900/1251000] [264.5/1000.0] [batch_t 0.407 (0.435)] [data_t 0.067] [optim_t 0.340] [lr 0.002516] [CE 4.182 (4.259)] [KD 3.416 (3.507)] +2024-10-16 16:25:39,526 - Train: 26.45% [330950/1251000] [264.5/1000.0] [batch_t 0.431 (0.420)] [data_t 0.089] [optim_t 0.342] [lr 0.002516] [CE 4.103 (4.321)] [KD 3.452 (3.467)] +2024-10-16 16:26:00,383 - Train: 26.46% [331000/1251000] [264.6/1000.0] [batch_t 0.400 (0.417)] [data_t 0.061] [optim_t 0.340] [lr 0.002516] [CE 4.250 (4.230)] [KD 3.699 (3.465)] +2024-10-16 16:26:21,341 - Train: 26.46% [331050/1251000] [264.6/1000.0] [batch_t 0.392 (0.419)] [data_t 0.052] [optim_t 0.340] [lr 0.002516] [CE 3.826 (4.267)] [KD 3.326 (3.471)] +2024-10-16 16:26:42,397 - Train: 26.47% [331100/1251000] [264.7/1000.0] [batch_t 0.410 (0.421)] [data_t 0.066] [optim_t 0.343] [lr 0.002516] [CE 4.256 (4.268)] [KD 3.343 (3.464)] +2024-10-16 16:27:03,607 - Train: 26.47% [331150/1251000] [264.7/1000.0] [batch_t 0.464 (0.424)] [data_t 0.121] [optim_t 0.343] [lr 0.002515] [CE 3.877 (4.218)] [KD 3.556 (3.486)] +2024-10-16 16:27:24,578 - Train: 26.47% [331200/1251000] [264.7/1000.0] [batch_t 0.432 (0.419)] [data_t 0.085] [optim_t 0.347] [lr 0.002515] [CE 4.470 (4.212)] [KD 3.614 (3.451)] +2024-10-16 16:27:45,694 - Train: 26.48% [331250/1251000] [264.8/1000.0] [batch_t 0.437 (0.422)] [data_t 0.092] [optim_t 0.345] [lr 0.002515] [CE 4.366 (4.286)] [KD 3.372 (3.438)] +2024-10-16 16:28:07,073 - Train: 26.48% [331300/1251000] [264.8/1000.0] [batch_t 0.458 (0.427)] [data_t 0.015] [optim_t 0.443] [lr 0.002515] [CE 4.473 (4.250)] [KD 3.298 (3.444)] +2024-10-16 16:28:28,448 - Train: 26.49% [331350/1251000] [264.9/1000.0] [batch_t 0.414 (0.427)] [data_t 0.015] [optim_t 0.399] [lr 0.002515] [CE 4.068 (4.334)] [KD 3.324 (3.528)] +2024-10-16 16:28:50,086 - Train: 26.49% [331400/1251000] [264.9/1000.0] [batch_t 0.374 (0.433)] [data_t 0.015] [optim_t 0.358] [lr 0.002515] [CE 4.175 (4.275)] [KD 3.421 (3.467)] +2024-10-16 16:29:11,310 - Train: 26.49% [331450/1251000] [264.9/1000.0] [batch_t 0.407 (0.424)] [data_t 0.015] [optim_t 0.391] [lr 0.002515] [CE 3.957 (4.275)] [KD 3.563 (3.511)] +2024-10-16 16:29:32,001 - Train: 26.50% [331500/1251000] [265.0/1000.0] [batch_t 0.417 (0.414)] [data_t 0.026] [optim_t 0.391] [lr 0.002514] [CE 4.410 (4.259)] [KD 3.561 (3.512)] +2024-10-16 16:29:59,611 - Test (net): 100.00% [50/50] [batch_t 0.153 (0.440)] [top1_cnt 37380] [top5_cnt 46366] [top_all 50000] +2024-10-16 16:29:59,611 - net: 74.760 (92.732) +2024-10-16 16:30:21,408 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 39869] [top5_cnt 47499] [top_all 50000] +2024-10-16 16:30:21,409 - net_E: 79.738 (94.998) +2024-10-16 16:30:21,556 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.738 (epoch: 265)] +2024-10-16 16:30:21,556 - ==> Total time: 1 day, 16:48:30 Eta: 4 days, 17:11:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 16:30:41,726 - Train: 26.50% [331550/1251000] [265.0/1000.0] [batch_t 0.359 (0.456)] [data_t 0.015] [optim_t 0.344] [lr 0.002514] [CE 3.861 (4.221)] [KD 3.273 (3.442)] +2024-10-16 16:31:03,198 - Train: 26.51% [331600/1251000] [265.1/1000.0] [batch_t 0.385 (0.429)] [data_t 0.015] [optim_t 0.370] [lr 0.002514] [CE 4.530 (4.265)] [KD 3.613 (3.491)] +2024-10-16 16:31:25,146 - Train: 26.51% [331650/1251000] [265.1/1000.0] [batch_t 0.359 (0.439)] [data_t 0.015] [optim_t 0.344] [lr 0.002514] [CE 4.179 (4.241)] [KD 3.515 (3.510)] +2024-10-16 16:31:46,986 - Train: 26.51% [331700/1251000] [265.1/1000.0] [batch_t 0.451 (0.437)] [data_t 0.015] [optim_t 0.435] [lr 0.002514] [CE 3.882 (4.255)] [KD 3.461 (3.539)] +2024-10-16 16:32:08,736 - Train: 26.52% [331750/1251000] [265.2/1000.0] [batch_t 0.468 (0.435)] [data_t 0.015] [optim_t 0.452] [lr 0.002514] [CE 4.579 (4.286)] [KD 3.623 (3.486)] +2024-10-16 16:32:30,696 - Train: 26.52% [331800/1251000] [265.2/1000.0] [batch_t 0.362 (0.439)] [data_t 0.015] [optim_t 0.346] [lr 0.002514] [CE 4.438 (4.304)] [KD 3.660 (3.506)] +2024-10-16 16:32:52,032 - Train: 26.53% [331850/1251000] [265.3/1000.0] [batch_t 0.443 (0.427)] [data_t 0.015] [optim_t 0.428] [lr 0.002514] [CE 4.519 (4.253)] [KD 3.652 (3.480)] +2024-10-16 16:33:14,154 - Train: 26.53% [331900/1251000] [265.3/1000.0] [batch_t 0.467 (0.442)] [data_t 0.015] [optim_t 0.451] [lr 0.002513] [CE 4.164 (4.253)] [KD 3.492 (3.454)] +2024-10-16 16:33:36,329 - Train: 26.53% [331950/1251000] [265.3/1000.0] [batch_t 0.406 (0.443)] [data_t 0.015] [optim_t 0.391] [lr 0.002513] [CE 4.649 (4.338)] [KD 3.773 (3.534)] +2024-10-16 16:33:57,792 - Train: 26.54% [332000/1251000] [265.4/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.002513] [CE 4.784 (4.304)] [KD 3.737 (3.490)] +2024-10-16 16:34:19,595 - Train: 26.54% [332050/1251000] [265.4/1000.0] [batch_t 0.414 (0.436)] [data_t 0.016] [optim_t 0.398] [lr 0.002513] [CE 4.108 (4.343)] [KD 3.463 (3.502)] +2024-10-16 16:34:41,369 - Train: 26.55% [332100/1251000] [265.5/1000.0] [batch_t 0.439 (0.435)] [data_t 0.015] [optim_t 0.423] [lr 0.002513] [CE 4.569 (4.312)] [KD 3.726 (3.510)] +2024-10-16 16:35:03,012 - Train: 26.55% [332150/1251000] [265.5/1000.0] [batch_t 0.546 (0.433)] [data_t 0.015] [optim_t 0.530] [lr 0.002513] [CE 4.025 (4.212)] [KD 3.589 (3.444)] +2024-10-16 16:35:23,760 - Train: 26.55% [332200/1251000] [265.5/1000.0] [batch_t 0.389 (0.415)] [data_t 0.015] [optim_t 0.374] [lr 0.002513] [CE 4.216 (4.307)] [KD 3.651 (3.525)] +2024-10-16 16:35:45,238 - Train: 26.56% [332250/1251000] [265.6/1000.0] [batch_t 0.423 (0.429)] [data_t 0.015] [optim_t 0.408] [lr 0.002512] [CE 4.063 (4.323)] [KD 3.510 (3.546)] +2024-10-16 16:36:07,314 - Train: 26.56% [332300/1251000] [265.6/1000.0] [batch_t 0.480 (0.441)] [data_t 0.015] [optim_t 0.465] [lr 0.002512] [CE 4.084 (4.295)] [KD 3.444 (3.513)] +2024-10-16 16:36:29,026 - Train: 26.57% [332350/1251000] [265.7/1000.0] [batch_t 0.456 (0.434)] [data_t 0.015] [optim_t 0.440] [lr 0.002512] [CE 4.002 (4.192)] [KD 3.369 (3.468)] +2024-10-16 16:36:50,707 - Train: 26.57% [332400/1251000] [265.7/1000.0] [batch_t 0.459 (0.434)] [data_t 0.015] [optim_t 0.444] [lr 0.002512] [CE 4.275 (4.221)] [KD 3.605 (3.473)] +2024-10-16 16:37:11,301 - Train: 26.57% [332450/1251000] [265.7/1000.0] [batch_t 0.396 (0.412)] [data_t 0.015] [optim_t 0.381] [lr 0.002512] [CE 4.580 (4.263)] [KD 3.454 (3.438)] +2024-10-16 16:37:32,013 - Train: 26.58% [332500/1251000] [265.8/1000.0] [batch_t 0.446 (0.414)] [data_t 0.015] [optim_t 0.430] [lr 0.002512] [CE 4.785 (4.244)] [KD 3.815 (3.487)] +2024-10-16 16:37:53,963 - Train: 26.58% [332550/1251000] [265.8/1000.0] [batch_t 0.444 (0.439)] [data_t 0.015] [optim_t 0.429] [lr 0.002512] [CE 4.746 (4.279)] [KD 3.427 (3.470)] +2024-10-16 16:38:15,832 - Train: 26.59% [332600/1251000] [265.9/1000.0] [batch_t 0.407 (0.437)] [data_t 0.015] [optim_t 0.391] [lr 0.002511] [CE 4.452 (4.313)] [KD 3.643 (3.502)] +2024-10-16 16:38:37,369 - Train: 26.59% [332650/1251000] [265.9/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.349] [lr 0.002511] [CE 3.967 (4.254)] [KD 3.319 (3.462)] +2024-10-16 16:38:58,833 - Train: 26.59% [332700/1251000] [265.9/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.347] [lr 0.002511] [CE 4.534 (4.285)] [KD 3.680 (3.527)] +2024-10-16 16:39:20,133 - Train: 26.60% [332750/1251000] [266.0/1000.0] [batch_t 0.382 (0.426)] [data_t 0.015] [optim_t 0.366] [lr 0.002511] [CE 4.698 (4.238)] [KD 3.674 (3.466)] +2024-10-16 16:39:47,976 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 37642] [top5_cnt 46426] [top_all 50000] +2024-10-16 16:39:47,976 - net: 75.284 (92.852) +2024-10-16 16:40:08,759 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 39834] [top5_cnt 47492] [top_all 50000] +2024-10-16 16:40:08,760 - net_E: 79.668 (94.984) +2024-10-16 16:40:08,901 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.738 (epoch: 265)] +2024-10-16 16:40:08,902 - ==> Total time: 1 day, 16:58:17 Eta: 4 days, 17:03:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 16:40:28,096 - Train: 26.60% [332800/1251000] [266.0/1000.0] [batch_t 0.552 (0.521)] [data_t 0.015] [optim_t 0.537] [lr 0.002511] [CE 4.452 (4.213)] [KD 3.311 (3.429)] +2024-10-16 16:40:50,550 - Train: 26.61% [332850/1251000] [266.1/1000.0] [batch_t 0.455 (0.449)] [data_t 0.015] [optim_t 0.439] [lr 0.002511] [CE 4.493 (4.292)] [KD 3.748 (3.479)] +2024-10-16 16:41:12,101 - Train: 26.61% [332900/1251000] [266.1/1000.0] [batch_t 0.359 (0.431)] [data_t 0.015] [optim_t 0.343] [lr 0.002511] [CE 3.489 (4.203)] [KD 3.087 (3.411)] +2024-10-16 16:41:33,872 - Train: 26.61% [332950/1251000] [266.1/1000.0] [batch_t 0.357 (0.435)] [data_t 0.015] [optim_t 0.342] [lr 0.002510] [CE 4.111 (4.243)] [KD 3.505 (3.444)] +2024-10-16 16:41:55,180 - Train: 26.62% [333000/1251000] [266.2/1000.0] [batch_t 0.456 (0.426)] [data_t 0.015] [optim_t 0.441] [lr 0.002510] [CE 4.329 (4.279)] [KD 3.421 (3.444)] +2024-10-16 16:42:16,904 - Train: 26.62% [333050/1251000] [266.2/1000.0] [batch_t 0.496 (0.434)] [data_t 0.015] [optim_t 0.481] [lr 0.002510] [CE 4.351 (4.232)] [KD 3.427 (3.478)] +2024-10-16 16:42:38,800 - Train: 26.63% [333100/1251000] [266.3/1000.0] [batch_t 0.462 (0.438)] [data_t 0.015] [optim_t 0.446] [lr 0.002510] [CE 3.905 (4.309)] [KD 3.201 (3.476)] +2024-10-16 16:43:00,427 - Train: 26.63% [333150/1251000] [266.3/1000.0] [batch_t 0.415 (0.432)] [data_t 0.015] [optim_t 0.400] [lr 0.002510] [CE 4.055 (4.260)] [KD 3.253 (3.473)] +2024-10-16 16:43:22,247 - Train: 26.63% [333200/1251000] [266.3/1000.0] [batch_t 0.438 (0.436)] [data_t 0.015] [optim_t 0.423] [lr 0.002510] [CE 4.294 (4.213)] [KD 3.741 (3.462)] +2024-10-16 16:43:44,074 - Train: 26.64% [333250/1251000] [266.4/1000.0] [batch_t 0.466 (0.436)] [data_t 0.015] [optim_t 0.450] [lr 0.002510] [CE 4.249 (4.309)] [KD 3.486 (3.482)] +2024-10-16 16:44:05,494 - Train: 26.64% [333300/1251000] [266.4/1000.0] [batch_t 0.447 (0.428)] [data_t 0.015] [optim_t 0.432] [lr 0.002509] [CE 4.258 (4.258)] [KD 3.225 (3.436)] +2024-10-16 16:44:26,068 - Train: 26.65% [333350/1251000] [266.5/1000.0] [batch_t 0.517 (0.411)] [data_t 0.015] [optim_t 0.501] [lr 0.002509] [CE 3.965 (4.206)] [KD 3.374 (3.379)] +2024-10-16 16:44:46,914 - Train: 26.65% [333400/1251000] [266.5/1000.0] [batch_t 0.428 (0.417)] [data_t 0.015] [optim_t 0.413] [lr 0.002509] [CE 4.438 (4.290)] [KD 3.560 (3.532)] +2024-10-16 16:45:07,957 - Train: 26.65% [333450/1251000] [266.5/1000.0] [batch_t 0.496 (0.421)] [data_t 0.015] [optim_t 0.481] [lr 0.002509] [CE 4.003 (4.349)] [KD 3.417 (3.562)] +2024-10-16 16:45:29,333 - Train: 26.66% [333500/1251000] [266.6/1000.0] [batch_t 0.416 (0.427)] [data_t 0.015] [optim_t 0.401] [lr 0.002509] [CE 4.438 (4.276)] [KD 3.614 (3.499)] +2024-10-16 16:45:50,863 - Train: 26.66% [333550/1251000] [266.6/1000.0] [batch_t 0.403 (0.430)] [data_t 0.015] [optim_t 0.388] [lr 0.002509] [CE 4.405 (4.243)] [KD 3.615 (3.471)] +2024-10-16 16:46:11,884 - Train: 26.67% [333600/1251000] [266.7/1000.0] [batch_t 0.363 (0.420)] [data_t 0.016] [optim_t 0.347] [lr 0.002509] [CE 4.137 (4.338)] [KD 3.539 (3.485)] +2024-10-16 16:46:32,996 - Train: 26.67% [333650/1251000] [266.7/1000.0] [batch_t 0.447 (0.422)] [data_t 0.015] [optim_t 0.432] [lr 0.002509] [CE 4.535 (4.225)] [KD 3.553 (3.508)] +2024-10-16 16:46:54,175 - Train: 26.67% [333700/1251000] [266.7/1000.0] [batch_t 0.370 (0.423)] [data_t 0.015] [optim_t 0.354] [lr 0.002508] [CE 4.022 (4.238)] [KD 3.174 (3.487)] +2024-10-16 16:47:15,534 - Train: 26.68% [333750/1251000] [266.8/1000.0] [batch_t 0.398 (0.427)] [data_t 0.015] [optim_t 0.383] [lr 0.002508] [CE 4.241 (4.218)] [KD 3.449 (3.455)] +2024-10-16 16:47:37,043 - Train: 26.68% [333800/1251000] [266.8/1000.0] [batch_t 0.517 (0.430)] [data_t 0.015] [optim_t 0.502] [lr 0.002508] [CE 4.447 (4.295)] [KD 3.668 (3.471)] +2024-10-16 16:47:58,499 - Train: 26.69% [333850/1251000] [266.9/1000.0] [batch_t 0.452 (0.429)] [data_t 0.015] [optim_t 0.436] [lr 0.002508] [CE 4.129 (4.310)] [KD 3.390 (3.527)] +2024-10-16 16:48:19,574 - Train: 26.69% [333900/1251000] [266.9/1000.0] [batch_t 0.395 (0.421)] [data_t 0.015] [optim_t 0.379] [lr 0.002508] [CE 4.383 (4.329)] [KD 3.671 (3.480)] +2024-10-16 16:48:41,117 - Train: 26.69% [333950/1251000] [266.9/1000.0] [batch_t 0.442 (0.431)] [data_t 0.015] [optim_t 0.427] [lr 0.002508] [CE 4.292 (4.318)] [KD 3.461 (3.515)] +2024-10-16 16:49:02,956 - Train: 26.70% [334000/1251000] [267.0/1000.0] [batch_t 0.405 (0.437)] [data_t 0.015] [optim_t 0.390] [lr 0.002508] [CE 4.051 (4.357)] [KD 3.565 (3.563)] +2024-10-16 16:49:31,123 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 37429] [top5_cnt 46303] [top_all 50000] +2024-10-16 16:49:31,124 - net: 74.858 (92.606) +2024-10-16 16:49:51,886 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 39805] [top5_cnt 47502] [top_all 50000] +2024-10-16 16:49:51,886 - net_E: 79.610 (95.004) +2024-10-16 16:49:52,024 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.738 (epoch: 265)] +2024-10-16 16:49:52,024 - ==> Total time: 1 day, 17:08:00 Eta: 4 days, 16:55:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 16:50:10,678 - Train: 26.70% [334050/1251000] [267.0/1000.0] [batch_t 0.360 (0.527)] [data_t 0.016] [optim_t 0.344] [lr 0.002507] [CE 4.186 (4.252)] [KD 3.297 (3.451)] +2024-10-16 16:50:32,451 - Train: 26.71% [334100/1251000] [267.1/1000.0] [batch_t 0.425 (0.435)] [data_t 0.015] [optim_t 0.410] [lr 0.002507] [CE 4.659 (4.202)] [KD 3.834 (3.486)] +2024-10-16 16:50:53,807 - Train: 26.71% [334150/1251000] [267.1/1000.0] [batch_t 0.447 (0.427)] [data_t 0.015] [optim_t 0.431] [lr 0.002507] [CE 4.942 (4.276)] [KD 3.771 (3.450)] +2024-10-16 16:51:14,753 - Train: 26.71% [334200/1251000] [267.1/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.002507] [CE 4.535 (4.235)] [KD 3.867 (3.430)] +2024-10-16 16:51:35,649 - Train: 26.72% [334250/1251000] [267.2/1000.0] [batch_t 0.453 (0.418)] [data_t 0.015] [optim_t 0.437] [lr 0.002507] [CE 4.378 (4.235)] [KD 3.498 (3.458)] +2024-10-16 16:51:57,541 - Train: 26.72% [334300/1251000] [267.2/1000.0] [batch_t 0.361 (0.438)] [data_t 0.015] [optim_t 0.346] [lr 0.002507] [CE 4.825 (4.354)] [KD 3.611 (3.551)] +2024-10-16 16:52:18,629 - Train: 26.73% [334350/1251000] [267.3/1000.0] [batch_t 0.365 (0.422)] [data_t 0.015] [optim_t 0.350] [lr 0.002507] [CE 4.204 (4.246)] [KD 3.640 (3.524)] +2024-10-16 16:52:39,736 - Train: 26.73% [334400/1251000] [267.3/1000.0] [batch_t 0.459 (0.422)] [data_t 0.015] [optim_t 0.443] [lr 0.002506] [CE 4.624 (4.227)] [KD 3.567 (3.466)] +2024-10-16 16:53:01,057 - Train: 26.73% [334450/1251000] [267.3/1000.0] [batch_t 0.450 (0.426)] [data_t 0.015] [optim_t 0.434] [lr 0.002506] [CE 4.011 (4.243)] [KD 3.388 (3.474)] +2024-10-16 16:53:23,138 - Train: 26.74% [334500/1251000] [267.4/1000.0] [batch_t 0.515 (0.442)] [data_t 0.015] [optim_t 0.500] [lr 0.002506] [CE 4.015 (4.329)] [KD 3.328 (3.535)] +2024-10-16 16:53:44,365 - Train: 26.74% [334550/1251000] [267.4/1000.0] [batch_t 0.454 (0.424)] [data_t 0.015] [optim_t 0.439] [lr 0.002506] [CE 4.242 (4.280)] [KD 3.402 (3.443)] +2024-10-16 16:54:06,353 - Train: 26.75% [334600/1251000] [267.5/1000.0] [batch_t 0.456 (0.440)] [data_t 0.016] [optim_t 0.441] [lr 0.002506] [CE 4.604 (4.274)] [KD 3.734 (3.475)] +2024-10-16 16:54:28,058 - Train: 26.75% [334650/1251000] [267.5/1000.0] [batch_t 0.414 (0.434)] [data_t 0.016] [optim_t 0.398] [lr 0.002506] [CE 4.131 (4.187)] [KD 3.454 (3.446)] +2024-10-16 16:54:48,723 - Train: 26.75% [334700/1251000] [267.5/1000.0] [batch_t 0.417 (0.413)] [data_t 0.015] [optim_t 0.402] [lr 0.002506] [CE 4.337 (4.259)] [KD 3.479 (3.472)] +2024-10-16 16:55:10,092 - Train: 26.76% [334750/1251000] [267.6/1000.0] [batch_t 0.460 (0.427)] [data_t 0.015] [optim_t 0.445] [lr 0.002505] [CE 4.731 (4.328)] [KD 3.643 (3.534)] +2024-10-16 16:55:31,212 - Train: 26.76% [334800/1251000] [267.6/1000.0] [batch_t 0.439 (0.422)] [data_t 0.015] [optim_t 0.424] [lr 0.002505] [CE 4.513 (4.284)] [KD 3.666 (3.445)] +2024-10-16 16:55:52,303 - Train: 26.77% [334850/1251000] [267.7/1000.0] [batch_t 0.392 (0.422)] [data_t 0.015] [optim_t 0.376] [lr 0.002505] [CE 3.980 (4.182)] [KD 3.413 (3.430)] +2024-10-16 16:56:13,058 - Train: 26.77% [334900/1251000] [267.7/1000.0] [batch_t 0.412 (0.415)] [data_t 0.015] [optim_t 0.397] [lr 0.002505] [CE 4.139 (4.283)] [KD 3.678 (3.511)] +2024-10-16 16:56:34,109 - Train: 26.77% [334950/1251000] [267.7/1000.0] [batch_t 0.461 (0.421)] [data_t 0.016] [optim_t 0.445] [lr 0.002505] [CE 4.513 (4.198)] [KD 3.683 (3.461)] +2024-10-16 16:56:55,502 - Train: 26.78% [335000/1251000] [267.8/1000.0] [batch_t 0.436 (0.428)] [data_t 0.015] [optim_t 0.421] [lr 0.002505] [CE 4.069 (4.257)] [KD 3.557 (3.509)] +2024-10-16 16:57:16,809 - Train: 26.78% [335050/1251000] [267.8/1000.0] [batch_t 0.466 (0.426)] [data_t 0.015] [optim_t 0.450] [lr 0.002505] [CE 4.184 (4.232)] [KD 3.394 (3.482)] +2024-10-16 16:57:38,599 - Train: 26.79% [335100/1251000] [267.9/1000.0] [batch_t 0.420 (0.436)] [data_t 0.015] [optim_t 0.404] [lr 0.002504] [CE 4.699 (4.279)] [KD 3.584 (3.520)] +2024-10-16 16:57:59,831 - Train: 26.79% [335150/1251000] [267.9/1000.0] [batch_t 0.429 (0.425)] [data_t 0.015] [optim_t 0.414] [lr 0.002504] [CE 4.518 (4.252)] [KD 3.749 (3.499)] +2024-10-16 16:58:20,980 - Train: 26.79% [335200/1251000] [267.9/1000.0] [batch_t 0.416 (0.423)] [data_t 0.015] [optim_t 0.401] [lr 0.002504] [CE 4.254 (4.290)] [KD 3.694 (3.455)] +2024-10-16 16:58:42,512 - Train: 26.80% [335250/1251000] [268.0/1000.0] [batch_t 0.476 (0.431)] [data_t 0.016] [optim_t 0.460] [lr 0.002504] [CE 4.784 (4.259)] [KD 3.729 (3.504)] +2024-10-16 16:59:11,526 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 37621] [top5_cnt 46464] [top_all 50000] +2024-10-16 16:59:11,527 - net: 75.242 (92.928) +2024-10-16 16:59:33,138 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 39815] [top5_cnt 47474] [top_all 50000] +2024-10-16 16:59:33,139 - net_E: 79.630 (94.948) +2024-10-16 16:59:33,284 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.738 (epoch: 265)] +2024-10-16 16:59:33,284 - ==> Total time: 1 day, 17:17:41 Eta: 4 days, 16:47:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 16:59:51,895 - Train: 26.80% [335300/1251000] [268.0/1000.0] [batch_t 0.360 (0.540)] [data_t 0.015] [optim_t 0.345] [lr 0.002504] [CE 4.471 (4.299)] [KD 3.698 (3.458)] +2024-10-16 17:00:12,178 - Train: 26.81% [335350/1251000] [268.1/1000.0] [batch_t 0.358 (0.406)] [data_t 0.015] [optim_t 0.343] [lr 0.002504] [CE 4.147 (4.240)] [KD 3.515 (3.434)] +2024-10-16 17:00:33,833 - Train: 26.81% [335400/1251000] [268.1/1000.0] [batch_t 0.518 (0.433)] [data_t 0.016] [optim_t 0.502] [lr 0.002504] [CE 4.895 (4.270)] [KD 3.804 (3.436)] +2024-10-16 17:00:54,958 - Train: 26.81% [335450/1251000] [268.1/1000.0] [batch_t 0.474 (0.422)] [data_t 0.015] [optim_t 0.459] [lr 0.002504] [CE 4.333 (4.283)] [KD 3.479 (3.415)] +2024-10-16 17:01:16,126 - Train: 26.82% [335500/1251000] [268.2/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.002503] [CE 4.398 (4.303)] [KD 3.543 (3.502)] +2024-10-16 17:01:36,870 - Train: 26.82% [335550/1251000] [268.2/1000.0] [batch_t 0.392 (0.415)] [data_t 0.015] [optim_t 0.377] [lr 0.002503] [CE 4.191 (4.243)] [KD 3.319 (3.451)] +2024-10-16 17:01:57,915 - Train: 26.83% [335600/1251000] [268.3/1000.0] [batch_t 0.448 (0.421)] [data_t 0.015] [optim_t 0.433] [lr 0.002503] [CE 4.377 (4.297)] [KD 3.399 (3.501)] +2024-10-16 17:02:19,354 - Train: 26.83% [335650/1251000] [268.3/1000.0] [batch_t 0.410 (0.429)] [data_t 0.015] [optim_t 0.395] [lr 0.002503] [CE 4.185 (4.227)] [KD 3.269 (3.420)] +2024-10-16 17:02:40,717 - Train: 26.83% [335700/1251000] [268.3/1000.0] [batch_t 0.427 (0.427)] [data_t 0.015] [optim_t 0.412] [lr 0.002503] [CE 3.896 (4.297)] [KD 3.421 (3.482)] +2024-10-16 17:03:01,912 - Train: 26.84% [335750/1251000] [268.4/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.002503] [CE 3.925 (4.315)] [KD 3.280 (3.531)] +2024-10-16 17:03:22,336 - Train: 26.84% [335800/1251000] [268.4/1000.0] [batch_t 0.395 (0.408)] [data_t 0.015] [optim_t 0.380] [lr 0.002503] [CE 4.316 (4.253)] [KD 3.434 (3.530)] +2024-10-16 17:03:43,440 - Train: 26.85% [335850/1251000] [268.5/1000.0] [batch_t 0.385 (0.422)] [data_t 0.015] [optim_t 0.370] [lr 0.002502] [CE 4.344 (4.278)] [KD 3.502 (3.522)] +2024-10-16 17:04:04,982 - Train: 26.85% [335900/1251000] [268.5/1000.0] [batch_t 0.370 (0.431)] [data_t 0.015] [optim_t 0.355] [lr 0.002502] [CE 4.100 (4.233)] [KD 3.464 (3.430)] +2024-10-16 17:04:26,455 - Train: 26.85% [335950/1251000] [268.5/1000.0] [batch_t 0.496 (0.429)] [data_t 0.015] [optim_t 0.481] [lr 0.002502] [CE 4.121 (4.283)] [KD 3.373 (3.491)] +2024-10-16 17:04:47,492 - Train: 26.86% [336000/1251000] [268.6/1000.0] [batch_t 0.409 (0.421)] [data_t 0.015] [optim_t 0.393] [lr 0.002502] [CE 4.204 (4.290)] [KD 3.526 (3.454)] +2024-10-16 17:05:08,479 - Train: 26.86% [336050/1251000] [268.6/1000.0] [batch_t 0.437 (0.420)] [data_t 0.015] [optim_t 0.422] [lr 0.002502] [CE 4.419 (4.263)] [KD 3.461 (3.455)] +2024-10-16 17:05:29,563 - Train: 26.87% [336100/1251000] [268.7/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.002502] [CE 4.308 (4.230)] [KD 3.348 (3.443)] +2024-10-16 17:05:50,670 - Train: 26.87% [336150/1251000] [268.7/1000.0] [batch_t 0.483 (0.422)] [data_t 0.015] [optim_t 0.467] [lr 0.002502] [CE 4.322 (4.273)] [KD 3.413 (3.538)] +2024-10-16 17:06:12,408 - Train: 26.87% [336200/1251000] [268.7/1000.0] [batch_t 0.439 (0.435)] [data_t 0.015] [optim_t 0.424] [lr 0.002501] [CE 4.349 (4.244)] [KD 3.542 (3.422)] +2024-10-16 17:06:33,521 - Train: 26.88% [336250/1251000] [268.8/1000.0] [batch_t 0.389 (0.422)] [data_t 0.015] [optim_t 0.373] [lr 0.002501] [CE 4.491 (4.202)] [KD 3.594 (3.450)] +2024-10-16 17:06:54,842 - Train: 26.88% [336300/1251000] [268.8/1000.0] [batch_t 0.448 (0.426)] [data_t 0.015] [optim_t 0.433] [lr 0.002501] [CE 3.957 (4.278)] [KD 3.246 (3.519)] +2024-10-16 17:07:15,963 - Train: 26.89% [336350/1251000] [268.9/1000.0] [batch_t 0.481 (0.422)] [data_t 0.015] [optim_t 0.466] [lr 0.002501] [CE 4.286 (4.288)] [KD 3.461 (3.471)] +2024-10-16 17:07:37,204 - Train: 26.89% [336400/1251000] [268.9/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.002501] [CE 4.443 (4.215)] [KD 3.462 (3.477)] +2024-10-16 17:07:58,150 - Train: 26.89% [336450/1251000] [268.9/1000.0] [batch_t 0.420 (0.419)] [data_t 0.015] [optim_t 0.404] [lr 0.002501] [CE 3.931 (4.341)] [KD 3.385 (3.502)] +2024-10-16 17:08:19,512 - Train: 26.90% [336500/1251000] [269.0/1000.0] [batch_t 0.420 (0.427)] [data_t 0.015] [optim_t 0.404] [lr 0.002501] [CE 3.830 (4.304)] [KD 3.502 (3.499)] +2024-10-16 17:08:49,195 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 37723] [top5_cnt 46432] [top_all 50000] +2024-10-16 17:08:49,195 - net: 75.446 (92.864) +2024-10-16 17:09:10,395 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 39843] [top5_cnt 47490] [top_all 50000] +2024-10-16 17:09:10,395 - net_E: 79.686 (94.980) +2024-10-16 17:09:10,558 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.738 (epoch: 265)] +2024-10-16 17:09:10,558 - ==> Total time: 1 day, 17:27:19 Eta: 4 days, 16:39:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 17:09:28,898 - Train: 26.90% [336550/1251000] [269.0/1000.0] [batch_t 0.360 (0.554)] [data_t 0.016] [optim_t 0.345] [lr 0.002500] [CE 4.035 (4.269)] [KD 3.461 (3.470)] +2024-10-16 17:09:50,373 - Train: 26.91% [336600/1251000] [269.1/1000.0] [batch_t 0.530 (0.429)] [data_t 0.015] [optim_t 0.515] [lr 0.002500] [CE 4.463 (4.252)] [KD 3.671 (3.457)] +2024-10-16 17:10:12,441 - Train: 26.91% [336650/1251000] [269.1/1000.0] [batch_t 0.452 (0.441)] [data_t 0.015] [optim_t 0.436] [lr 0.002500] [CE 4.259 (4.246)] [KD 3.426 (3.452)] +2024-10-16 17:10:34,295 - Train: 26.91% [336700/1251000] [269.1/1000.0] [batch_t 0.484 (0.437)] [data_t 0.015] [optim_t 0.468] [lr 0.002500] [CE 3.950 (4.330)] [KD 3.311 (3.461)] +2024-10-16 17:10:56,355 - Train: 26.92% [336750/1251000] [269.2/1000.0] [batch_t 0.358 (0.441)] [data_t 0.015] [optim_t 0.342] [lr 0.002500] [CE 4.058 (4.256)] [KD 3.592 (3.424)] +2024-10-16 17:11:17,619 - Train: 26.92% [336800/1251000] [269.2/1000.0] [batch_t 0.359 (0.425)] [data_t 0.016] [optim_t 0.343] [lr 0.002500] [CE 4.306 (4.168)] [KD 3.363 (3.409)] +2024-10-16 17:11:39,355 - Train: 26.93% [336850/1251000] [269.3/1000.0] [batch_t 0.400 (0.435)] [data_t 0.015] [optim_t 0.385] [lr 0.002500] [CE 4.105 (4.225)] [KD 3.480 (3.484)] +2024-10-16 17:12:01,209 - Train: 26.93% [336900/1251000] [269.3/1000.0] [batch_t 0.366 (0.437)] [data_t 0.015] [optim_t 0.351] [lr 0.002499] [CE 4.618 (4.259)] [KD 3.428 (3.478)] +2024-10-16 17:12:23,197 - Train: 26.93% [336950/1251000] [269.3/1000.0] [batch_t 0.618 (0.440)] [data_t 0.016] [optim_t 0.602] [lr 0.002499] [CE 4.208 (4.237)] [KD 3.578 (3.473)] +2024-10-16 17:12:45,242 - Train: 26.94% [337000/1251000] [269.4/1000.0] [batch_t 0.454 (0.441)] [data_t 0.015] [optim_t 0.439] [lr 0.002499] [CE 4.535 (4.210)] [KD 3.488 (3.436)] +2024-10-16 17:13:06,623 - Train: 26.94% [337050/1251000] [269.4/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.002499] [CE 4.218 (4.314)] [KD 3.365 (3.410)] +2024-10-16 17:13:27,426 - Train: 26.95% [337100/1251000] [269.5/1000.0] [batch_t 0.383 (0.416)] [data_t 0.015] [optim_t 0.368] [lr 0.002499] [CE 4.284 (4.265)] [KD 3.432 (3.445)] +2024-10-16 17:13:48,269 - Train: 26.95% [337150/1251000] [269.5/1000.0] [batch_t 0.417 (0.417)] [data_t 0.015] [optim_t 0.402] [lr 0.002499] [CE 4.292 (4.298)] [KD 3.402 (3.566)] +2024-10-16 17:14:09,338 - Train: 26.95% [337200/1251000] [269.5/1000.0] [batch_t 0.425 (0.421)] [data_t 0.015] [optim_t 0.410] [lr 0.002499] [CE 4.563 (4.299)] [KD 3.876 (3.506)] +2024-10-16 17:14:30,016 - Train: 26.96% [337250/1251000] [269.6/1000.0] [batch_t 0.363 (0.413)] [data_t 0.015] [optim_t 0.348] [lr 0.002499] [CE 4.415 (4.274)] [KD 3.588 (3.528)] +2024-10-16 17:14:50,814 - Train: 26.96% [337300/1251000] [269.6/1000.0] [batch_t 0.368 (0.416)] [data_t 0.015] [optim_t 0.353] [lr 0.002498] [CE 4.616 (4.259)] [KD 3.689 (3.510)] +2024-10-16 17:15:11,935 - Train: 26.97% [337350/1251000] [269.7/1000.0] [batch_t 0.430 (0.422)] [data_t 0.015] [optim_t 0.415] [lr 0.002498] [CE 4.270 (4.242)] [KD 3.676 (3.496)] +2024-10-16 17:15:33,422 - Train: 26.97% [337400/1251000] [269.7/1000.0] [batch_t 0.477 (0.430)] [data_t 0.015] [optim_t 0.462] [lr 0.002498] [CE 4.497 (4.250)] [KD 3.418 (3.520)] +2024-10-16 17:15:54,534 - Train: 26.97% [337450/1251000] [269.7/1000.0] [batch_t 0.361 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.002498] [CE 4.375 (4.269)] [KD 3.406 (3.422)] +2024-10-16 17:16:15,287 - Train: 26.98% [337500/1251000] [269.8/1000.0] [batch_t 0.484 (0.415)] [data_t 0.015] [optim_t 0.468] [lr 0.002498] [CE 4.498 (4.291)] [KD 3.615 (3.478)] +2024-10-16 17:16:36,633 - Train: 26.98% [337550/1251000] [269.8/1000.0] [batch_t 0.420 (0.427)] [data_t 0.015] [optim_t 0.405] [lr 0.002498] [CE 3.846 (4.272)] [KD 3.181 (3.479)] +2024-10-16 17:16:58,391 - Train: 26.99% [337600/1251000] [269.9/1000.0] [batch_t 0.417 (0.435)] [data_t 0.015] [optim_t 0.401] [lr 0.002498] [CE 4.098 (4.236)] [KD 3.447 (3.445)] +2024-10-16 17:17:19,439 - Train: 26.99% [337650/1251000] [269.9/1000.0] [batch_t 0.505 (0.421)] [data_t 0.015] [optim_t 0.490] [lr 0.002497] [CE 3.739 (4.287)] [KD 3.128 (3.488)] +2024-10-16 17:17:40,575 - Train: 26.99% [337700/1251000] [269.9/1000.0] [batch_t 0.445 (0.423)] [data_t 0.015] [optim_t 0.430] [lr 0.002497] [CE 3.759 (4.259)] [KD 3.317 (3.449)] +2024-10-16 17:18:01,785 - Train: 27.00% [337750/1251000] [270.0/1000.0] [batch_t 0.394 (0.424)] [data_t 0.015] [optim_t 0.378] [lr 0.002497] [CE 4.320 (4.247)] [KD 3.737 (3.469)] +2024-10-16 17:18:30,969 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 37682] [top5_cnt 46503] [top_all 50000] +2024-10-16 17:18:30,969 - net: 75.364 (93.006) +2024-10-16 17:18:52,019 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 39847] [top5_cnt 47481] [top_all 50000] +2024-10-16 17:18:52,019 - net_E: 79.694 (94.962) +2024-10-16 17:18:52,200 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.738 (epoch: 265)] +2024-10-16 17:18:52,201 - ==> Total time: 1 day, 17:37:00 Eta: 4 days, 16:31:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 17:19:11,116 - Train: 27.00% [337800/1251000] [270.0/1000.0] [batch_t 0.360 (0.497)] [data_t 0.015] [optim_t 0.344] [lr 0.002497] [CE 4.299 (4.233)] [KD 3.494 (3.379)] +2024-10-16 17:19:32,743 - Train: 27.01% [337850/1251000] [270.1/1000.0] [batch_t 0.359 (0.432)] [data_t 0.016] [optim_t 0.343] [lr 0.002497] [CE 4.069 (4.215)] [KD 3.348 (3.418)] +2024-10-16 17:19:53,316 - Train: 27.01% [337900/1251000] [270.1/1000.0] [batch_t 0.388 (0.411)] [data_t 0.015] [optim_t 0.373] [lr 0.002497] [CE 4.319 (4.229)] [KD 3.351 (3.453)] +2024-10-16 17:20:14,710 - Train: 27.01% [337950/1251000] [270.1/1000.0] [batch_t 0.388 (0.428)] [data_t 0.015] [optim_t 0.372] [lr 0.002497] [CE 4.659 (4.224)] [KD 3.773 (3.457)] +2024-10-16 17:20:35,113 - Train: 27.02% [338000/1251000] [270.2/1000.0] [batch_t 0.415 (0.408)] [data_t 0.015] [optim_t 0.400] [lr 0.002496] [CE 4.409 (4.259)] [KD 3.461 (3.417)] +2024-10-16 17:20:55,396 - Train: 27.02% [338050/1251000] [270.2/1000.0] [batch_t 0.385 (0.406)] [data_t 0.015] [optim_t 0.369] [lr 0.002496] [CE 4.184 (4.254)] [KD 3.382 (3.447)] +2024-10-16 17:21:16,395 - Train: 27.03% [338100/1251000] [270.3/1000.0] [batch_t 0.485 (0.420)] [data_t 0.016] [optim_t 0.470] [lr 0.002496] [CE 4.582 (4.268)] [KD 3.580 (3.467)] +2024-10-16 17:21:37,475 - Train: 27.03% [338150/1251000] [270.3/1000.0] [batch_t 0.391 (0.421)] [data_t 0.015] [optim_t 0.375] [lr 0.002496] [CE 4.311 (4.247)] [KD 3.589 (3.470)] +2024-10-16 17:21:58,926 - Train: 27.03% [338200/1251000] [270.3/1000.0] [batch_t 0.406 (0.429)] [data_t 0.015] [optim_t 0.391] [lr 0.002496] [CE 4.479 (4.243)] [KD 3.358 (3.429)] +2024-10-16 17:22:20,623 - Train: 27.04% [338250/1251000] [270.4/1000.0] [batch_t 0.356 (0.434)] [data_t 0.015] [optim_t 0.341] [lr 0.002496] [CE 4.391 (4.220)] [KD 3.554 (3.503)] +2024-10-16 17:22:42,689 - Train: 27.04% [338300/1251000] [270.4/1000.0] [batch_t 0.486 (0.441)] [data_t 0.015] [optim_t 0.471] [lr 0.002496] [CE 3.859 (4.305)] [KD 3.166 (3.504)] +2024-10-16 17:23:03,643 - Train: 27.05% [338350/1251000] [270.5/1000.0] [batch_t 0.362 (0.419)] [data_t 0.016] [optim_t 0.346] [lr 0.002495] [CE 4.346 (4.290)] [KD 3.446 (3.498)] +2024-10-16 17:23:25,512 - Train: 27.05% [338400/1251000] [270.5/1000.0] [batch_t 0.447 (0.437)] [data_t 0.015] [optim_t 0.432] [lr 0.002495] [CE 3.555 (4.283)] [KD 3.504 (3.515)] +2024-10-16 17:23:47,267 - Train: 27.05% [338450/1251000] [270.5/1000.0] [batch_t 0.398 (0.435)] [data_t 0.015] [optim_t 0.382] [lr 0.002495] [CE 4.729 (4.286)] [KD 3.843 (3.478)] +2024-10-16 17:24:08,282 - Train: 27.06% [338500/1251000] [270.6/1000.0] [batch_t 0.396 (0.420)] [data_t 0.015] [optim_t 0.381] [lr 0.002495] [CE 4.273 (4.287)] [KD 3.453 (3.508)] +2024-10-16 17:24:29,279 - Train: 27.06% [338550/1251000] [270.6/1000.0] [batch_t 0.377 (0.420)] [data_t 0.015] [optim_t 0.362] [lr 0.002495] [CE 4.773 (4.265)] [KD 3.761 (3.504)] +2024-10-16 17:24:49,860 - Train: 27.07% [338600/1251000] [270.7/1000.0] [batch_t 0.380 (0.412)] [data_t 0.015] [optim_t 0.364] [lr 0.002495] [CE 4.849 (4.308)] [KD 3.826 (3.538)] +2024-10-16 17:25:10,950 - Train: 27.07% [338650/1251000] [270.7/1000.0] [batch_t 0.370 (0.422)] [data_t 0.015] [optim_t 0.354] [lr 0.002495] [CE 4.529 (4.206)] [KD 3.558 (3.403)] +2024-10-16 17:25:32,856 - Train: 27.07% [338700/1251000] [270.7/1000.0] [batch_t 0.468 (0.438)] [data_t 0.015] [optim_t 0.453] [lr 0.002494] [CE 4.666 (4.296)] [KD 3.794 (3.483)] +2024-10-16 17:25:54,636 - Train: 27.08% [338750/1251000] [270.8/1000.0] [batch_t 0.414 (0.436)] [data_t 0.015] [optim_t 0.399] [lr 0.002494] [CE 4.408 (4.257)] [KD 3.508 (3.432)] +2024-10-16 17:26:15,856 - Train: 27.08% [338800/1251000] [270.8/1000.0] [batch_t 0.388 (0.424)] [data_t 0.015] [optim_t 0.373] [lr 0.002494] [CE 4.209 (4.292)] [KD 3.480 (3.476)] +2024-10-16 17:26:36,217 - Train: 27.09% [338850/1251000] [270.9/1000.0] [batch_t 0.488 (0.407)] [data_t 0.015] [optim_t 0.472] [lr 0.002494] [CE 4.529 (4.285)] [KD 3.514 (3.462)] +2024-10-16 17:26:56,399 - Train: 27.09% [338900/1251000] [270.9/1000.0] [batch_t 0.398 (0.404)] [data_t 0.015] [optim_t 0.383] [lr 0.002494] [CE 4.873 (4.336)] [KD 3.885 (3.533)] +2024-10-16 17:27:16,576 - Train: 27.09% [338950/1251000] [270.9/1000.0] [batch_t 0.391 (0.403)] [data_t 0.015] [optim_t 0.376] [lr 0.002494] [CE 4.603 (4.300)] [KD 3.629 (3.514)] +2024-10-16 17:27:37,309 - Train: 27.10% [339000/1251000] [271.0/1000.0] [batch_t 0.405 (0.415)] [data_t 0.015] [optim_t 0.390] [lr 0.002494] [CE 4.036 (4.323)] [KD 3.827 (3.544)] +2024-10-16 17:28:07,194 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 37423] [top5_cnt 46312] [top_all 50000] +2024-10-16 17:28:07,194 - net: 74.846 (92.624) +2024-10-16 17:28:28,057 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 39875] [top5_cnt 47481] [top_all 50000] +2024-10-16 17:28:28,058 - net_E: 79.750 (94.962) +2024-10-16 17:28:28,192 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.750 (epoch: 271)] +2024-10-16 17:28:28,193 - ==> Total time: 1 day, 17:46:36 Eta: 4 days, 16:22:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 17:28:46,257 - Train: 27.10% [339050/1251000] [271.0/1000.0] [batch_t 0.363 (0.468)] [data_t 0.015] [optim_t 0.348] [lr 0.002493] [CE 4.103 (4.161)] [KD 3.465 (3.423)] +2024-10-16 17:29:07,341 - Train: 27.11% [339100/1251000] [271.1/1000.0] [batch_t 0.488 (0.422)] [data_t 0.015] [optim_t 0.473] [lr 0.002493] [CE 4.640 (4.332)] [KD 3.530 (3.441)] +2024-10-16 17:29:29,364 - Train: 27.11% [339150/1251000] [271.1/1000.0] [batch_t 0.485 (0.440)] [data_t 0.015] [optim_t 0.470] [lr 0.002493] [CE 4.511 (4.200)] [KD 3.385 (3.455)] +2024-10-16 17:29:51,203 - Train: 27.11% [339200/1251000] [271.1/1000.0] [batch_t 0.412 (0.437)] [data_t 0.015] [optim_t 0.397] [lr 0.002493] [CE 3.795 (4.213)] [KD 3.369 (3.436)] +2024-10-16 17:30:12,220 - Train: 27.12% [339250/1251000] [271.2/1000.0] [batch_t 0.407 (0.420)] [data_t 0.015] [optim_t 0.392] [lr 0.002493] [CE 3.989 (4.208)] [KD 3.313 (3.401)] +2024-10-16 17:30:33,233 - Train: 27.12% [339300/1251000] [271.2/1000.0] [batch_t 0.462 (0.420)] [data_t 0.015] [optim_t 0.447] [lr 0.002493] [CE 3.928 (4.256)] [KD 3.220 (3.460)] +2024-10-16 17:30:54,237 - Train: 27.13% [339350/1251000] [271.3/1000.0] [batch_t 0.413 (0.420)] [data_t 0.015] [optim_t 0.398] [lr 0.002493] [CE 3.641 (4.248)] [KD 3.005 (3.403)] +2024-10-16 17:31:15,217 - Train: 27.13% [339400/1251000] [271.3/1000.0] [batch_t 0.384 (0.419)] [data_t 0.016] [optim_t 0.368] [lr 0.002492] [CE 4.286 (4.264)] [KD 3.516 (3.475)] +2024-10-16 17:31:36,520 - Train: 27.13% [339450/1251000] [271.3/1000.0] [batch_t 0.446 (0.426)] [data_t 0.015] [optim_t 0.430] [lr 0.002492] [CE 4.229 (4.291)] [KD 3.552 (3.475)] +2024-10-16 17:31:58,354 - Train: 27.14% [339500/1251000] [271.4/1000.0] [batch_t 0.430 (0.437)] [data_t 0.015] [optim_t 0.415] [lr 0.002492] [CE 4.343 (4.243)] [KD 3.450 (3.402)] +2024-10-16 17:32:20,046 - Train: 27.14% [339550/1251000] [271.4/1000.0] [batch_t 0.428 (0.434)] [data_t 0.015] [optim_t 0.413] [lr 0.002492] [CE 4.591 (4.237)] [KD 3.401 (3.471)] +2024-10-16 17:32:41,346 - Train: 27.15% [339600/1251000] [271.5/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.348] [lr 0.002492] [CE 4.236 (4.223)] [KD 3.571 (3.458)] +2024-10-16 17:33:02,589 - Train: 27.15% [339650/1251000] [271.5/1000.0] [batch_t 0.408 (0.425)] [data_t 0.015] [optim_t 0.393] [lr 0.002492] [CE 4.497 (4.305)] [KD 3.484 (3.515)] +2024-10-16 17:33:24,298 - Train: 27.15% [339700/1251000] [271.5/1000.0] [batch_t 0.359 (0.434)] [data_t 0.015] [optim_t 0.344] [lr 0.002492] [CE 3.799 (4.278)] [KD 3.481 (3.474)] +2024-10-16 17:33:45,397 - Train: 27.16% [339750/1251000] [271.6/1000.0] [batch_t 0.418 (0.422)] [data_t 0.015] [optim_t 0.403] [lr 0.002492] [CE 4.426 (4.263)] [KD 3.680 (3.484)] +2024-10-16 17:34:06,588 - Train: 27.16% [339800/1251000] [271.6/1000.0] [batch_t 0.413 (0.424)] [data_t 0.015] [optim_t 0.398] [lr 0.002491] [CE 4.497 (4.223)] [KD 3.696 (3.426)] +2024-10-16 17:34:27,498 - Train: 27.17% [339850/1251000] [271.7/1000.0] [batch_t 0.392 (0.418)] [data_t 0.015] [optim_t 0.377] [lr 0.002491] [CE 4.000 (4.341)] [KD 3.318 (3.531)] +2024-10-16 17:34:48,203 - Train: 27.17% [339900/1251000] [271.7/1000.0] [batch_t 0.384 (0.414)] [data_t 0.016] [optim_t 0.368] [lr 0.002491] [CE 4.520 (4.228)] [KD 3.668 (3.458)] +2024-10-16 17:35:10,148 - Train: 27.17% [339950/1251000] [271.7/1000.0] [batch_t 0.437 (0.439)] [data_t 0.095] [optim_t 0.342] [lr 0.002491] [CE 4.587 (4.187)] [KD 3.552 (3.428)] +2024-10-16 17:35:32,334 - Train: 27.18% [340000/1251000] [271.8/1000.0] [batch_t 0.444 (0.444)] [data_t 0.102] [optim_t 0.341] [lr 0.002491] [CE 4.307 (4.284)] [KD 3.411 (3.445)] +2024-10-16 17:35:54,402 - Train: 27.18% [340050/1251000] [271.8/1000.0] [batch_t 0.383 (0.441)] [data_t 0.042] [optim_t 0.341] [lr 0.002491] [CE 3.688 (4.265)] [KD 2.978 (3.467)] +2024-10-16 17:36:16,783 - Train: 27.19% [340100/1251000] [271.9/1000.0] [batch_t 0.369 (0.448)] [data_t 0.025] [optim_t 0.344] [lr 0.002491] [CE 4.213 (4.288)] [KD 3.513 (3.488)] +2024-10-16 17:36:38,908 - Train: 27.19% [340150/1251000] [271.9/1000.0] [batch_t 0.463 (0.442)] [data_t 0.122] [optim_t 0.341] [lr 0.002490] [CE 4.331 (4.256)] [KD 3.558 (3.516)] +2024-10-16 17:37:00,670 - Train: 27.19% [340200/1251000] [271.9/1000.0] [batch_t 0.408 (0.435)] [data_t 0.068] [optim_t 0.340] [lr 0.002490] [CE 4.278 (4.279)] [KD 3.701 (3.519)] +2024-10-16 17:37:22,034 - Train: 27.20% [340250/1251000] [272.0/1000.0] [batch_t 0.420 (0.427)] [data_t 0.069] [optim_t 0.351] [lr 0.002490] [CE 4.497 (4.246)] [KD 3.490 (3.484)] +2024-10-16 17:37:51,766 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 37716] [top5_cnt 46453] [top_all 50000] +2024-10-16 17:37:51,766 - net: 75.432 (92.906) +2024-10-16 17:38:12,867 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 39877] [top5_cnt 47489] [top_all 50000] +2024-10-16 17:38:12,868 - net_E: 79.754 (94.978) +2024-10-16 17:38:12,994 - Max [top1: 75.564 (epoch: 261)] [top1-ema: 79.754 (epoch: 272)] +2024-10-16 17:38:12,995 - ==> Total time: 1 day, 17:56:21 Eta: 4 days, 16:14:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 17:38:30,823 - Train: 27.20% [340300/1251000] [272.0/1000.0] [batch_t 0.359 (0.477)] [data_t 0.015] [optim_t 0.343] [lr 0.002490] [CE 4.100 (4.149)] [KD 3.407 (3.407)] +2024-10-16 17:38:52,889 - Train: 27.21% [340350/1251000] [272.1/1000.0] [batch_t 0.476 (0.441)] [data_t 0.016] [optim_t 0.460] [lr 0.002490] [CE 4.489 (4.264)] [KD 3.463 (3.434)] +2024-10-16 17:39:13,413 - Train: 27.21% [340400/1251000] [272.1/1000.0] [batch_t 0.413 (0.410)] [data_t 0.016] [optim_t 0.397] [lr 0.002490] [CE 4.436 (4.267)] [KD 3.475 (3.436)] +2024-10-16 17:39:34,931 - Train: 27.21% [340450/1251000] [272.1/1000.0] [batch_t 0.439 (0.430)] [data_t 0.015] [optim_t 0.423] [lr 0.002490] [CE 4.146 (4.228)] [KD 3.454 (3.438)] +2024-10-16 17:39:57,055 - Train: 27.22% [340500/1251000] [272.2/1000.0] [batch_t 0.360 (0.442)] [data_t 0.015] [optim_t 0.345] [lr 0.002489] [CE 3.844 (4.208)] [KD 3.326 (3.483)] +2024-10-16 17:40:18,604 - Train: 27.22% [340550/1251000] [272.2/1000.0] [batch_t 0.460 (0.431)] [data_t 0.015] [optim_t 0.444] [lr 0.002489] [CE 3.741 (4.197)] [KD 3.370 (3.415)] +2024-10-16 17:40:39,928 - Train: 27.23% [340600/1251000] [272.3/1000.0] [batch_t 0.359 (0.426)] [data_t 0.016] [optim_t 0.344] [lr 0.002489] [CE 4.468 (4.326)] [KD 3.515 (3.518)] +2024-10-16 17:41:00,721 - Train: 27.23% [340650/1251000] [272.3/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.002489] [CE 3.847 (4.222)] [KD 3.125 (3.410)] +2024-10-16 17:41:21,660 - Train: 27.23% [340700/1251000] [272.3/1000.0] [batch_t 0.358 (0.419)] [data_t 0.015] [optim_t 0.342] [lr 0.002489] [CE 4.082 (4.265)] [KD 3.444 (3.469)] +2024-10-16 17:41:42,521 - Train: 27.24% [340750/1251000] [272.4/1000.0] [batch_t 0.389 (0.417)] [data_t 0.015] [optim_t 0.373] [lr 0.002489] [CE 4.267 (4.256)] [KD 3.432 (3.482)] +2024-10-16 17:42:03,424 - Train: 27.24% [340800/1251000] [272.4/1000.0] [batch_t 0.402 (0.418)] [data_t 0.015] [optim_t 0.387] [lr 0.002489] [CE 4.491 (4.281)] [KD 3.855 (3.482)] +2024-10-16 17:42:23,776 - Train: 27.25% [340850/1251000] [272.5/1000.0] [batch_t 0.385 (0.407)] [data_t 0.016] [optim_t 0.369] [lr 0.002488] [CE 4.266 (4.336)] [KD 3.368 (3.495)] +2024-10-16 17:42:44,484 - Train: 27.25% [340900/1251000] [272.5/1000.0] [batch_t 0.480 (0.414)] [data_t 0.138] [optim_t 0.342] [lr 0.002488] [CE 3.868 (4.307)] [KD 3.170 (3.480)] +2024-10-16 17:43:05,694 - Train: 27.25% [340950/1251000] [272.5/1000.0] [batch_t 0.482 (0.424)] [data_t 0.062] [optim_t 0.420] [lr 0.002488] [CE 3.707 (4.165)] [KD 3.180 (3.439)] +2024-10-16 17:43:26,348 - Train: 27.26% [341000/1251000] [272.6/1000.0] [batch_t 0.411 (0.413)] [data_t 0.068] [optim_t 0.343] [lr 0.002488] [CE 4.326 (4.284)] [KD 3.439 (3.492)] +2024-10-16 17:43:47,332 - Train: 27.26% [341050/1251000] [272.6/1000.0] [batch_t 0.377 (0.420)] [data_t 0.035] [optim_t 0.342] [lr 0.002488] [CE 3.677 (4.295)] [KD 3.192 (3.503)] +2024-10-16 17:44:08,798 - Train: 27.27% [341100/1251000] [272.7/1000.0] [batch_t 0.450 (0.429)] [data_t 0.015] [optim_t 0.435] [lr 0.002488] [CE 4.234 (4.203)] [KD 3.587 (3.477)] +2024-10-16 17:44:30,547 - Train: 27.27% [341150/1251000] [272.7/1000.0] [batch_t 0.465 (0.435)] [data_t 0.015] [optim_t 0.449] [lr 0.002488] [CE 4.956 (4.260)] [KD 3.770 (3.515)] +2024-10-16 17:44:51,450 - Train: 27.27% [341200/1251000] [272.7/1000.0] [batch_t 0.403 (0.418)] [data_t 0.015] [optim_t 0.388] [lr 0.002487] [CE 4.373 (4.320)] [KD 3.468 (3.521)] +2024-10-16 17:45:11,622 - Train: 27.28% [341250/1251000] [272.8/1000.0] [batch_t 0.453 (0.403)] [data_t 0.015] [optim_t 0.438] [lr 0.002487] [CE 4.706 (4.177)] [KD 3.559 (3.475)] +2024-10-16 17:45:32,263 - Train: 27.28% [341300/1251000] [272.8/1000.0] [batch_t 0.361 (0.413)] [data_t 0.015] [optim_t 0.346] [lr 0.002487] [CE 4.321 (4.218)] [KD 3.468 (3.464)] +2024-10-16 17:45:53,176 - Train: 27.29% [341350/1251000] [272.9/1000.0] [batch_t 0.497 (0.418)] [data_t 0.154] [optim_t 0.342] [lr 0.002487] [CE 4.280 (4.242)] [KD 3.634 (3.456)] +2024-10-16 17:46:14,377 - Train: 27.29% [341400/1251000] [272.9/1000.0] [batch_t 0.438 (0.424)] [data_t 0.016] [optim_t 0.423] [lr 0.002487] [CE 4.652 (4.320)] [KD 3.697 (3.468)] +2024-10-16 17:46:35,867 - Train: 27.29% [341450/1251000] [272.9/1000.0] [batch_t 0.362 (0.430)] [data_t 0.016] [optim_t 0.346] [lr 0.002487] [CE 4.366 (4.238)] [KD 3.693 (3.469)] +2024-10-16 17:46:57,503 - Train: 27.30% [341500/1251000] [273.0/1000.0] [batch_t 0.395 (0.433)] [data_t 0.015] [optim_t 0.379] [lr 0.002487] [CE 4.367 (4.256)] [KD 3.547 (3.439)] +2024-10-16 17:47:27,284 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 37804] [top5_cnt 46500] [top_all 50000] +2024-10-16 17:47:27,285 - net: 75.608 (93.000) +2024-10-16 17:47:48,524 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 39912] [top5_cnt 47473] [top_all 50000] +2024-10-16 17:47:48,525 - net_E: 79.824 (94.946) +2024-10-16 17:47:48,692 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 17:47:48,692 - ==> Total time: 1 day, 18:05:57 Eta: 4 days, 16:06:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 17:48:06,882 - Train: 27.30% [341550/1251000] [273.0/1000.0] [batch_t 0.358 (0.493)] [data_t 0.015] [optim_t 0.343] [lr 0.002486] [CE 3.854 (4.216)] [KD 3.212 (3.418)] +2024-10-16 17:48:26,851 - Train: 27.31% [341600/1251000] [273.1/1000.0] [batch_t 0.436 (0.399)] [data_t 0.016] [optim_t 0.420] [lr 0.002486] [CE 4.194 (4.242)] [KD 3.428 (3.427)] +2024-10-16 17:48:47,908 - Train: 27.31% [341650/1251000] [273.1/1000.0] [batch_t 0.358 (0.421)] [data_t 0.015] [optim_t 0.343] [lr 0.002486] [CE 4.241 (4.270)] [KD 3.394 (3.491)] +2024-10-16 17:49:09,644 - Train: 27.31% [341700/1251000] [273.1/1000.0] [batch_t 0.423 (0.435)] [data_t 0.083] [optim_t 0.340] [lr 0.002486] [CE 4.478 (4.275)] [KD 3.645 (3.475)] +2024-10-16 17:49:31,143 - Train: 27.32% [341750/1251000] [273.2/1000.0] [batch_t 0.435 (0.430)] [data_t 0.089] [optim_t 0.345] [lr 0.002486] [CE 4.185 (4.292)] [KD 3.421 (3.495)] +2024-10-16 17:49:52,103 - Train: 27.32% [341800/1251000] [273.2/1000.0] [batch_t 0.410 (0.419)] [data_t 0.063] [optim_t 0.347] [lr 0.002486] [CE 4.462 (4.250)] [KD 3.659 (3.385)] +2024-10-16 17:50:12,930 - Train: 27.33% [341850/1251000] [273.3/1000.0] [batch_t 0.397 (0.416)] [data_t 0.054] [optim_t 0.344] [lr 0.002486] [CE 4.224 (4.227)] [KD 3.407 (3.413)] +2024-10-16 17:50:33,728 - Train: 27.33% [341900/1251000] [273.3/1000.0] [batch_t 0.508 (0.416)] [data_t 0.060] [optim_t 0.449] [lr 0.002485] [CE 3.882 (4.268)] [KD 3.313 (3.436)] +2024-10-16 17:50:54,620 - Train: 27.33% [341950/1251000] [273.3/1000.0] [batch_t 0.438 (0.418)] [data_t 0.096] [optim_t 0.342] [lr 0.002485] [CE 4.059 (4.269)] [KD 3.542 (3.460)] +2024-10-16 17:51:15,473 - Train: 27.34% [342000/1251000] [273.4/1000.0] [batch_t 0.365 (0.417)] [data_t 0.027] [optim_t 0.338] [lr 0.002485] [CE 4.218 (4.237)] [KD 3.380 (3.436)] +2024-10-16 17:51:36,223 - Train: 27.34% [342050/1251000] [273.4/1000.0] [batch_t 0.419 (0.415)] [data_t 0.078] [optim_t 0.340] [lr 0.002485] [CE 4.335 (4.329)] [KD 3.585 (3.515)] +2024-10-16 17:51:57,885 - Train: 27.35% [342100/1251000] [273.5/1000.0] [batch_t 0.418 (0.433)] [data_t 0.015] [optim_t 0.403] [lr 0.002485] [CE 3.598 (4.261)] [KD 3.233 (3.469)] +2024-10-16 17:52:20,223 - Train: 27.35% [342150/1251000] [273.5/1000.0] [batch_t 0.479 (0.447)] [data_t 0.015] [optim_t 0.464] [lr 0.002485] [CE 4.088 (4.250)] [KD 3.519 (3.510)] +2024-10-16 17:52:42,356 - Train: 27.35% [342200/1251000] [273.5/1000.0] [batch_t 0.406 (0.443)] [data_t 0.016] [optim_t 0.391] [lr 0.002485] [CE 4.211 (4.184)] [KD 3.488 (3.411)] +2024-10-16 17:53:04,565 - Train: 27.36% [342250/1251000] [273.6/1000.0] [batch_t 0.442 (0.444)] [data_t 0.015] [optim_t 0.427] [lr 0.002484] [CE 4.369 (4.283)] [KD 3.508 (3.498)] +2024-10-16 17:53:26,504 - Train: 27.36% [342300/1251000] [273.6/1000.0] [batch_t 0.472 (0.439)] [data_t 0.015] [optim_t 0.457] [lr 0.002484] [CE 4.373 (4.240)] [KD 3.623 (3.438)] +2024-10-16 17:53:47,196 - Train: 27.37% [342350/1251000] [273.7/1000.0] [batch_t 0.426 (0.414)] [data_t 0.015] [optim_t 0.411] [lr 0.002484] [CE 4.740 (4.290)] [KD 3.507 (3.458)] +2024-10-16 17:54:08,113 - Train: 27.37% [342400/1251000] [273.7/1000.0] [batch_t 0.359 (0.418)] [data_t 0.015] [optim_t 0.343] [lr 0.002484] [CE 4.500 (4.255)] [KD 3.575 (3.447)] +2024-10-16 17:54:29,693 - Train: 27.37% [342450/1251000] [273.7/1000.0] [batch_t 0.428 (0.432)] [data_t 0.015] [optim_t 0.412] [lr 0.002484] [CE 4.315 (4.255)] [KD 3.269 (3.421)] +2024-10-16 17:54:51,587 - Train: 27.38% [342500/1251000] [273.8/1000.0] [batch_t 0.468 (0.438)] [data_t 0.015] [optim_t 0.453] [lr 0.002484] [CE 4.576 (4.321)] [KD 3.590 (3.451)] +2024-10-16 17:55:13,529 - Train: 27.38% [342550/1251000] [273.8/1000.0] [batch_t 0.391 (0.439)] [data_t 0.015] [optim_t 0.376] [lr 0.002484] [CE 3.796 (4.309)] [KD 3.272 (3.481)] +2024-10-16 17:55:35,688 - Train: 27.39% [342600/1251000] [273.9/1000.0] [batch_t 0.402 (0.443)] [data_t 0.015] [optim_t 0.386] [lr 0.002483] [CE 4.673 (4.263)] [KD 3.697 (3.510)] +2024-10-16 17:55:57,265 - Train: 27.39% [342650/1251000] [273.9/1000.0] [batch_t 0.467 (0.431)] [data_t 0.015] [optim_t 0.452] [lr 0.002483] [CE 3.901 (4.271)] [KD 3.471 (3.520)] +2024-10-16 17:56:18,083 - Train: 27.39% [342700/1251000] [273.9/1000.0] [batch_t 0.401 (0.416)] [data_t 0.015] [optim_t 0.386] [lr 0.002483] [CE 3.993 (4.298)] [KD 3.247 (3.502)] +2024-10-16 17:56:39,411 - Train: 27.40% [342750/1251000] [274.0/1000.0] [batch_t 0.425 (0.426)] [data_t 0.015] [optim_t 0.410] [lr 0.002483] [CE 4.378 (4.240)] [KD 3.375 (3.447)] +2024-10-16 17:57:10,726 - Test (net): 100.00% [50/50] [batch_t 0.130 (0.438)] [top1_cnt 37446] [top5_cnt 46457] [top_all 50000] +2024-10-16 17:57:10,726 - net: 74.892 (92.914) +2024-10-16 17:57:32,344 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 39868] [top5_cnt 47478] [top_all 50000] +2024-10-16 17:57:32,345 - net_E: 79.736 (94.956) +2024-10-16 17:57:32,478 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 17:57:32,479 - ==> Total time: 1 day, 18:15:41 Eta: 4 days, 15:58:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 17:57:48,304 - Train: 27.40% [342800/1251000] [274.0/1000.0] [batch_t 0.359 (0.545)] [data_t 0.016] [optim_t 0.343] [lr 0.002483] [CE 4.223 (4.273)] [KD 3.362 (3.491)] +2024-10-16 17:58:10,149 - Train: 27.41% [342850/1251000] [274.1/1000.0] [batch_t 0.432 (0.437)] [data_t 0.015] [optim_t 0.416] [lr 0.002483] [CE 3.936 (4.202)] [KD 3.267 (3.432)] +2024-10-16 17:58:32,216 - Train: 27.41% [342900/1251000] [274.1/1000.0] [batch_t 0.465 (0.441)] [data_t 0.015] [optim_t 0.450] [lr 0.002483] [CE 3.788 (4.201)] [KD 3.054 (3.409)] +2024-10-16 17:58:53,871 - Train: 27.41% [342950/1251000] [274.1/1000.0] [batch_t 0.479 (0.433)] [data_t 0.015] [optim_t 0.463] [lr 0.002482] [CE 4.532 (4.327)] [KD 3.331 (3.488)] +2024-10-16 17:59:15,014 - Train: 27.42% [343000/1251000] [274.2/1000.0] [batch_t 0.417 (0.423)] [data_t 0.015] [optim_t 0.402] [lr 0.002482] [CE 4.277 (4.129)] [KD 3.287 (3.406)] +2024-10-16 17:59:36,597 - Train: 27.42% [343050/1251000] [274.2/1000.0] [batch_t 0.419 (0.432)] [data_t 0.015] [optim_t 0.404] [lr 0.002482] [CE 4.270 (4.248)] [KD 3.605 (3.475)] +2024-10-16 17:59:58,362 - Train: 27.43% [343100/1251000] [274.3/1000.0] [batch_t 0.427 (0.435)] [data_t 0.015] [optim_t 0.412] [lr 0.002482] [CE 3.923 (4.277)] [KD 3.246 (3.486)] +2024-10-16 18:00:20,176 - Train: 27.43% [343150/1251000] [274.3/1000.0] [batch_t 0.514 (0.436)] [data_t 0.015] [optim_t 0.499] [lr 0.002482] [CE 4.895 (4.233)] [KD 3.644 (3.399)] +2024-10-16 18:00:41,746 - Train: 27.43% [343200/1251000] [274.3/1000.0] [batch_t 0.371 (0.431)] [data_t 0.015] [optim_t 0.356] [lr 0.002482] [CE 3.502 (4.239)] [KD 3.108 (3.436)] +2024-10-16 18:01:03,543 - Train: 27.44% [343250/1251000] [274.4/1000.0] [batch_t 0.430 (0.436)] [data_t 0.016] [optim_t 0.415] [lr 0.002482] [CE 3.766 (4.206)] [KD 3.039 (3.396)] +2024-10-16 18:01:25,345 - Train: 27.44% [343300/1251000] [274.4/1000.0] [batch_t 0.473 (0.436)] [data_t 0.015] [optim_t 0.458] [lr 0.002481] [CE 4.266 (4.243)] [KD 3.326 (3.401)] +2024-10-16 18:01:47,305 - Train: 27.45% [343350/1251000] [274.5/1000.0] [batch_t 0.503 (0.439)] [data_t 0.015] [optim_t 0.487] [lr 0.002481] [CE 3.991 (4.235)] [KD 3.477 (3.446)] +2024-10-16 18:02:09,194 - Train: 27.45% [343400/1251000] [274.5/1000.0] [batch_t 0.457 (0.438)] [data_t 0.016] [optim_t 0.441] [lr 0.002481] [CE 4.550 (4.240)] [KD 3.646 (3.433)] +2024-10-16 18:02:31,491 - Train: 27.45% [343450/1251000] [274.5/1000.0] [batch_t 0.430 (0.446)] [data_t 0.015] [optim_t 0.415] [lr 0.002481] [CE 4.822 (4.210)] [KD 3.827 (3.445)] +2024-10-16 18:02:53,483 - Train: 27.46% [343500/1251000] [274.6/1000.0] [batch_t 0.498 (0.440)] [data_t 0.016] [optim_t 0.483] [lr 0.002481] [CE 4.504 (4.317)] [KD 3.598 (3.513)] +2024-10-16 18:03:15,853 - Train: 27.46% [343550/1251000] [274.6/1000.0] [batch_t 0.497 (0.447)] [data_t 0.015] [optim_t 0.482] [lr 0.002481] [CE 4.359 (4.305)] [KD 3.367 (3.521)] +2024-10-16 18:03:37,328 - Train: 27.47% [343600/1251000] [274.7/1000.0] [batch_t 0.406 (0.429)] [data_t 0.015] [optim_t 0.390] [lr 0.002481] [CE 4.685 (4.300)] [KD 3.605 (3.524)] +2024-10-16 18:03:58,358 - Train: 27.47% [343650/1251000] [274.7/1000.0] [batch_t 0.427 (0.420)] [data_t 0.015] [optim_t 0.412] [lr 0.002480] [CE 3.784 (4.234)] [KD 3.256 (3.479)] +2024-10-16 18:04:19,822 - Train: 27.47% [343700/1251000] [274.7/1000.0] [batch_t 0.483 (0.429)] [data_t 0.015] [optim_t 0.468] [lr 0.002480] [CE 4.065 (4.294)] [KD 3.417 (3.503)] +2024-10-16 18:04:41,215 - Train: 27.48% [343750/1251000] [274.8/1000.0] [batch_t 0.451 (0.428)] [data_t 0.015] [optim_t 0.436] [lr 0.002480] [CE 4.288 (4.243)] [KD 3.728 (3.408)] +2024-10-16 18:05:03,111 - Train: 27.48% [343800/1251000] [274.8/1000.0] [batch_t 0.402 (0.438)] [data_t 0.015] [optim_t 0.386] [lr 0.002480] [CE 4.021 (4.309)] [KD 3.411 (3.503)] +2024-10-16 18:05:24,172 - Train: 27.49% [343850/1251000] [274.9/1000.0] [batch_t 0.495 (0.421)] [data_t 0.015] [optim_t 0.479] [lr 0.002480] [CE 4.418 (4.306)] [KD 3.630 (3.571)] +2024-10-16 18:05:45,454 - Train: 27.49% [343900/1251000] [274.9/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.002480] [CE 3.949 (4.238)] [KD 3.292 (3.467)] +2024-10-16 18:06:06,275 - Train: 27.49% [343950/1251000] [274.9/1000.0] [batch_t 0.432 (0.416)] [data_t 0.015] [optim_t 0.416] [lr 0.002480] [CE 4.346 (4.235)] [KD 3.518 (3.445)] +2024-10-16 18:06:27,555 - Train: 27.50% [344000/1251000] [275.0/1000.0] [batch_t 0.397 (0.425)] [data_t 0.015] [optim_t 0.381] [lr 0.002480] [CE 4.181 (4.234)] [KD 3.523 (3.493)] +2024-10-16 18:06:59,377 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 37485] [top5_cnt 46364] [top_all 50000] +2024-10-16 18:06:59,378 - net: 74.970 (92.728) +2024-10-16 18:07:20,165 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 39862] [top5_cnt 47457] [top_all 50000] +2024-10-16 18:07:20,166 - net_E: 79.724 (94.914) +2024-10-16 18:07:20,315 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 18:07:20,316 - ==> Total time: 1 day, 18:25:28 Eta: 4 days, 15:50:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 18:07:35,974 - Train: 27.50% [344050/1251000] [275.0/1000.0] [batch_t 0.361 (0.571)] [data_t 0.015] [optim_t 0.345] [lr 0.002479] [CE 3.863 (4.272)] [KD 3.265 (3.437)] +2024-10-16 18:07:57,601 - Train: 27.51% [344100/1251000] [275.1/1000.0] [batch_t 0.468 (0.432)] [data_t 0.015] [optim_t 0.453] [lr 0.002479] [CE 4.053 (4.257)] [KD 3.319 (3.455)] +2024-10-16 18:08:19,456 - Train: 27.51% [344150/1251000] [275.1/1000.0] [batch_t 0.361 (0.437)] [data_t 0.015] [optim_t 0.346] [lr 0.002479] [CE 4.255 (4.157)] [KD 3.498 (3.418)] +2024-10-16 18:08:40,166 - Train: 27.51% [344200/1251000] [275.1/1000.0] [batch_t 0.435 (0.414)] [data_t 0.015] [optim_t 0.420] [lr 0.002479] [CE 4.384 (4.263)] [KD 3.480 (3.412)] +2024-10-16 18:09:01,165 - Train: 27.52% [344250/1251000] [275.2/1000.0] [batch_t 0.489 (0.420)] [data_t 0.015] [optim_t 0.474] [lr 0.002479] [CE 4.336 (4.199)] [KD 3.529 (3.435)] +2024-10-16 18:09:22,180 - Train: 27.52% [344300/1251000] [275.2/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.002479] [CE 4.980 (4.251)] [KD 3.592 (3.448)] +2024-10-16 18:09:42,941 - Train: 27.53% [344350/1251000] [275.3/1000.0] [batch_t 0.370 (0.415)] [data_t 0.015] [optim_t 0.355] [lr 0.002479] [CE 4.154 (4.242)] [KD 3.510 (3.468)] +2024-10-16 18:10:04,543 - Train: 27.53% [344400/1251000] [275.3/1000.0] [batch_t 0.360 (0.432)] [data_t 0.015] [optim_t 0.345] [lr 0.002478] [CE 4.141 (4.227)] [KD 3.544 (3.416)] +2024-10-16 18:10:24,818 - Train: 27.53% [344450/1251000] [275.3/1000.0] [batch_t 0.400 (0.405)] [data_t 0.015] [optim_t 0.385] [lr 0.002478] [CE 4.382 (4.213)] [KD 3.470 (3.393)] +2024-10-16 18:10:45,173 - Train: 27.54% [344500/1251000] [275.4/1000.0] [batch_t 0.399 (0.407)] [data_t 0.015] [optim_t 0.384] [lr 0.002478] [CE 4.303 (4.254)] [KD 3.626 (3.482)] +2024-10-16 18:11:06,127 - Train: 27.54% [344550/1251000] [275.4/1000.0] [batch_t 0.390 (0.419)] [data_t 0.015] [optim_t 0.374] [lr 0.002478] [CE 4.173 (4.210)] [KD 3.386 (3.432)] +2024-10-16 18:11:27,691 - Train: 27.55% [344600/1251000] [275.5/1000.0] [batch_t 0.481 (0.431)] [data_t 0.015] [optim_t 0.465] [lr 0.002478] [CE 3.993 (4.185)] [KD 3.548 (3.424)] +2024-10-16 18:11:49,065 - Train: 27.55% [344650/1251000] [275.5/1000.0] [batch_t 0.359 (0.427)] [data_t 0.015] [optim_t 0.343] [lr 0.002478] [CE 3.769 (4.261)] [KD 3.327 (3.462)] +2024-10-16 18:12:09,966 - Train: 27.55% [344700/1251000] [275.5/1000.0] [batch_t 0.412 (0.418)] [data_t 0.015] [optim_t 0.397] [lr 0.002478] [CE 4.432 (4.305)] [KD 3.632 (3.465)] +2024-10-16 18:12:30,691 - Train: 27.56% [344750/1251000] [275.6/1000.0] [batch_t 0.358 (0.414)] [data_t 0.015] [optim_t 0.343] [lr 0.002477] [CE 4.376 (4.267)] [KD 3.478 (3.446)] +2024-10-16 18:12:52,384 - Train: 27.56% [344800/1251000] [275.6/1000.0] [batch_t 0.402 (0.434)] [data_t 0.015] [optim_t 0.386] [lr 0.002477] [CE 3.778 (4.237)] [KD 3.286 (3.422)] +2024-10-16 18:13:13,373 - Train: 27.57% [344850/1251000] [275.7/1000.0] [batch_t 0.369 (0.420)] [data_t 0.015] [optim_t 0.353] [lr 0.002477] [CE 3.993 (4.288)] [KD 3.295 (3.504)] +2024-10-16 18:13:33,938 - Train: 27.57% [344900/1251000] [275.7/1000.0] [batch_t 0.393 (0.411)] [data_t 0.015] [optim_t 0.378] [lr 0.002477] [CE 4.345 (4.202)] [KD 3.604 (3.414)] +2024-10-16 18:13:54,253 - Train: 27.57% [344950/1251000] [275.7/1000.0] [batch_t 0.371 (0.406)] [data_t 0.015] [optim_t 0.356] [lr 0.002477] [CE 3.877 (4.244)] [KD 3.287 (3.425)] +2024-10-16 18:14:15,224 - Train: 27.58% [345000/1251000] [275.8/1000.0] [batch_t 0.385 (0.419)] [data_t 0.015] [optim_t 0.370] [lr 0.002477] [CE 4.463 (4.221)] [KD 3.573 (3.430)] +2024-10-16 18:14:36,515 - Train: 27.58% [345050/1251000] [275.8/1000.0] [batch_t 0.413 (0.426)] [data_t 0.016] [optim_t 0.398] [lr 0.002477] [CE 3.797 (4.260)] [KD 3.248 (3.484)] +2024-10-16 18:14:57,870 - Train: 27.59% [345100/1251000] [275.9/1000.0] [batch_t 0.384 (0.427)] [data_t 0.015] [optim_t 0.368] [lr 0.002476] [CE 4.178 (4.258)] [KD 3.494 (3.494)] +2024-10-16 18:15:19,303 - Train: 27.59% [345150/1251000] [275.9/1000.0] [batch_t 0.428 (0.429)] [data_t 0.016] [optim_t 0.413] [lr 0.002476] [CE 3.710 (4.241)] [KD 3.116 (3.442)] +2024-10-16 18:15:40,902 - Train: 27.59% [345200/1251000] [275.9/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.002476] [CE 4.044 (4.196)] [KD 3.218 (3.436)] +2024-10-16 18:16:02,279 - Train: 27.60% [345250/1251000] [276.0/1000.0] [batch_t 0.491 (0.427)] [data_t 0.016] [optim_t 0.476] [lr 0.002476] [CE 4.169 (4.239)] [KD 3.371 (3.477)] +2024-10-16 18:16:34,411 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 37363] [top5_cnt 46265] [top_all 50000] +2024-10-16 18:16:34,412 - net: 74.726 (92.530) +2024-10-16 18:16:55,244 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.408)] [top1_cnt 39875] [top5_cnt 47476] [top_all 50000] +2024-10-16 18:16:55,244 - net_E: 79.750 (94.952) +2024-10-16 18:16:55,411 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 18:16:55,412 - ==> Total time: 1 day, 18:35:04 Eta: 4 days, 15:42:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 18:17:10,583 - Train: 27.60% [345300/1251000] [276.0/1000.0] [batch_t 0.361 (0.556)] [data_t 0.016] [optim_t 0.346] [lr 0.002476] [CE 4.512 (4.266)] [KD 3.593 (3.473)] +2024-10-16 18:17:31,842 - Train: 27.61% [345350/1251000] [276.1/1000.0] [batch_t 0.479 (0.425)] [data_t 0.016] [optim_t 0.463] [lr 0.002476] [CE 4.551 (4.300)] [KD 3.887 (3.542)] +2024-10-16 18:17:53,777 - Train: 27.61% [345400/1251000] [276.1/1000.0] [batch_t 0.382 (0.439)] [data_t 0.015] [optim_t 0.367] [lr 0.002476] [CE 3.786 (4.219)] [KD 3.359 (3.470)] +2024-10-16 18:18:15,755 - Train: 27.61% [345450/1251000] [276.1/1000.0] [batch_t 0.452 (0.439)] [data_t 0.015] [optim_t 0.436] [lr 0.002475] [CE 4.550 (4.244)] [KD 3.589 (3.477)] +2024-10-16 18:18:36,955 - Train: 27.62% [345500/1251000] [276.2/1000.0] [batch_t 0.450 (0.424)] [data_t 0.015] [optim_t 0.434] [lr 0.002475] [CE 3.989 (4.314)] [KD 3.164 (3.474)] +2024-10-16 18:18:57,900 - Train: 27.62% [345550/1251000] [276.2/1000.0] [batch_t 0.505 (0.419)] [data_t 0.015] [optim_t 0.490] [lr 0.002475] [CE 3.896 (4.336)] [KD 3.567 (3.548)] +2024-10-16 18:19:18,844 - Train: 27.63% [345600/1251000] [276.3/1000.0] [batch_t 0.415 (0.419)] [data_t 0.015] [optim_t 0.399] [lr 0.002475] [CE 4.229 (4.264)] [KD 3.309 (3.452)] +2024-10-16 18:19:38,929 - Train: 27.63% [345650/1251000] [276.3/1000.0] [batch_t 0.399 (0.402)] [data_t 0.016] [optim_t 0.384] [lr 0.002475] [CE 4.049 (4.233)] [KD 3.388 (3.419)] +2024-10-16 18:20:00,244 - Train: 27.63% [345700/1251000] [276.3/1000.0] [batch_t 0.401 (0.426)] [data_t 0.015] [optim_t 0.386] [lr 0.002475] [CE 3.919 (4.264)] [KD 3.300 (3.495)] +2024-10-16 18:20:21,463 - Train: 27.64% [345750/1251000] [276.4/1000.0] [batch_t 0.483 (0.424)] [data_t 0.015] [optim_t 0.468] [lr 0.002475] [CE 4.315 (4.266)] [KD 3.399 (3.432)] +2024-10-16 18:20:43,046 - Train: 27.64% [345800/1251000] [276.4/1000.0] [batch_t 0.410 (0.432)] [data_t 0.015] [optim_t 0.395] [lr 0.002474] [CE 4.080 (4.242)] [KD 3.393 (3.424)] +2024-10-16 18:21:03,729 - Train: 27.65% [345850/1251000] [276.5/1000.0] [batch_t 0.413 (0.414)] [data_t 0.015] [optim_t 0.398] [lr 0.002474] [CE 4.336 (4.267)] [KD 3.577 (3.446)] +2024-10-16 18:21:24,458 - Train: 27.65% [345900/1251000] [276.5/1000.0] [batch_t 0.359 (0.414)] [data_t 0.015] [optim_t 0.343] [lr 0.002474] [CE 4.352 (4.319)] [KD 3.684 (3.498)] +2024-10-16 18:21:45,611 - Train: 27.65% [345950/1251000] [276.5/1000.0] [batch_t 0.419 (0.423)] [data_t 0.016] [optim_t 0.404] [lr 0.002474] [CE 4.169 (4.218)] [KD 3.228 (3.422)] +2024-10-16 18:22:06,533 - Train: 27.66% [346000/1251000] [276.6/1000.0] [batch_t 0.447 (0.418)] [data_t 0.015] [optim_t 0.431] [lr 0.002474] [CE 4.786 (4.233)] [KD 3.600 (3.472)] +2024-10-16 18:22:27,843 - Train: 27.66% [346050/1251000] [276.6/1000.0] [batch_t 0.407 (0.426)] [data_t 0.016] [optim_t 0.391] [lr 0.002474] [CE 4.658 (4.212)] [KD 3.451 (3.431)] +2024-10-16 18:22:49,260 - Train: 27.67% [346100/1251000] [276.7/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.345] [lr 0.002474] [CE 4.492 (4.251)] [KD 3.646 (3.470)] +2024-10-16 18:23:10,335 - Train: 27.67% [346150/1251000] [276.7/1000.0] [batch_t 0.423 (0.421)] [data_t 0.016] [optim_t 0.408] [lr 0.002473] [CE 3.898 (4.308)] [KD 3.393 (3.470)] +2024-10-16 18:23:31,239 - Train: 27.67% [346200/1251000] [276.7/1000.0] [batch_t 0.400 (0.418)] [data_t 0.015] [optim_t 0.385] [lr 0.002473] [CE 4.608 (4.192)] [KD 3.684 (3.407)] +2024-10-16 18:23:52,212 - Train: 27.68% [346250/1251000] [276.8/1000.0] [batch_t 0.410 (0.419)] [data_t 0.015] [optim_t 0.395] [lr 0.002473] [CE 3.636 (4.297)] [KD 3.377 (3.451)] +2024-10-16 18:24:13,340 - Train: 27.68% [346300/1251000] [276.8/1000.0] [batch_t 0.502 (0.422)] [data_t 0.015] [optim_t 0.486] [lr 0.002473] [CE 4.004 (4.203)] [KD 3.434 (3.434)] +2024-10-16 18:24:34,044 - Train: 27.69% [346350/1251000] [276.9/1000.0] [batch_t 0.463 (0.414)] [data_t 0.015] [optim_t 0.447] [lr 0.002473] [CE 4.400 (4.211)] [KD 3.533 (3.421)] +2024-10-16 18:24:54,919 - Train: 27.69% [346400/1251000] [276.9/1000.0] [batch_t 0.415 (0.417)] [data_t 0.015] [optim_t 0.400] [lr 0.002473] [CE 4.560 (4.404)] [KD 3.603 (3.564)] +2024-10-16 18:25:17,157 - Train: 27.69% [346450/1251000] [276.9/1000.0] [batch_t 0.365 (0.445)] [data_t 0.015] [optim_t 0.350] [lr 0.002473] [CE 4.407 (4.234)] [KD 3.466 (3.454)] +2024-10-16 18:25:38,648 - Train: 27.70% [346500/1251000] [277.0/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.002472] [CE 4.232 (4.306)] [KD 3.263 (3.489)] +2024-10-16 18:26:10,974 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.423)] [top1_cnt 37752] [top5_cnt 46402] [top_all 50000] +2024-10-16 18:26:10,974 - net: 75.504 (92.804) +2024-10-16 18:26:32,952 - Test (net_E): 100.00% [50/50] [batch_t 0.134 (0.432)] [top1_cnt 39841] [top5_cnt 47489] [top_all 50000] +2024-10-16 18:26:32,952 - net_E: 79.682 (94.978) +2024-10-16 18:26:33,105 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 18:26:33,106 - ==> Total time: 1 day, 18:44:41 Eta: 4 days, 15:34:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 18:26:48,273 - Train: 27.70% [346550/1251000] [277.0/1000.0] [batch_t 0.363 (0.594)] [data_t 0.015] [optim_t 0.348] [lr 0.002472] [CE 4.422 (4.254)] [KD 3.544 (3.416)] +2024-10-16 18:27:08,430 - Train: 27.71% [346600/1251000] [277.1/1000.0] [batch_t 0.422 (0.403)] [data_t 0.079] [optim_t 0.343] [lr 0.002472] [CE 4.432 (4.187)] [KD 3.416 (3.321)] +2024-10-16 18:27:29,955 - Train: 27.71% [346650/1251000] [277.1/1000.0] [batch_t 0.594 (0.430)] [data_t 0.015] [optim_t 0.579] [lr 0.002472] [CE 3.805 (4.253)] [KD 3.231 (3.402)] +2024-10-16 18:27:50,922 - Train: 27.71% [346700/1251000] [277.1/1000.0] [batch_t 0.359 (0.419)] [data_t 0.016] [optim_t 0.343] [lr 0.002472] [CE 4.033 (4.209)] [KD 3.526 (3.420)] +2024-10-16 18:28:12,157 - Train: 27.72% [346750/1251000] [277.2/1000.0] [batch_t 0.385 (0.425)] [data_t 0.015] [optim_t 0.370] [lr 0.002472] [CE 4.249 (4.346)] [KD 3.450 (3.496)] +2024-10-16 18:28:33,554 - Train: 27.72% [346800/1251000] [277.2/1000.0] [batch_t 0.398 (0.428)] [data_t 0.015] [optim_t 0.383] [lr 0.002472] [CE 4.062 (4.304)] [KD 3.194 (3.473)] +2024-10-16 18:28:55,012 - Train: 27.73% [346850/1251000] [277.3/1000.0] [batch_t 0.459 (0.429)] [data_t 0.016] [optim_t 0.444] [lr 0.002471] [CE 4.410 (4.301)] [KD 3.499 (3.435)] +2024-10-16 18:29:16,288 - Train: 27.73% [346900/1251000] [277.3/1000.0] [batch_t 0.450 (0.425)] [data_t 0.015] [optim_t 0.435] [lr 0.002471] [CE 3.788 (4.237)] [KD 3.281 (3.422)] +2024-10-16 18:29:37,339 - Train: 27.73% [346950/1251000] [277.3/1000.0] [batch_t 0.455 (0.421)] [data_t 0.015] [optim_t 0.440] [lr 0.002471] [CE 4.346 (4.268)] [KD 3.422 (3.485)] +2024-10-16 18:29:58,324 - Train: 27.74% [347000/1251000] [277.4/1000.0] [batch_t 0.418 (0.420)] [data_t 0.015] [optim_t 0.403] [lr 0.002471] [CE 4.347 (4.198)] [KD 3.464 (3.466)] +2024-10-16 18:30:19,515 - Train: 27.74% [347050/1251000] [277.4/1000.0] [batch_t 0.408 (0.424)] [data_t 0.016] [optim_t 0.392] [lr 0.002471] [CE 4.801 (4.185)] [KD 3.860 (3.456)] +2024-10-16 18:30:40,652 - Train: 27.75% [347100/1251000] [277.5/1000.0] [batch_t 0.418 (0.423)] [data_t 0.015] [optim_t 0.402] [lr 0.002471] [CE 4.695 (4.355)] [KD 3.671 (3.520)] +2024-10-16 18:31:01,819 - Train: 27.75% [347150/1251000] [277.5/1000.0] [batch_t 0.423 (0.423)] [data_t 0.015] [optim_t 0.408] [lr 0.002471] [CE 4.568 (4.259)] [KD 3.553 (3.474)] +2024-10-16 18:31:23,092 - Train: 27.75% [347200/1251000] [277.5/1000.0] [batch_t 0.487 (0.425)] [data_t 0.015] [optim_t 0.472] [lr 0.002470] [CE 4.170 (4.229)] [KD 3.498 (3.462)] +2024-10-16 18:31:44,592 - Train: 27.76% [347250/1251000] [277.6/1000.0] [batch_t 0.383 (0.430)] [data_t 0.015] [optim_t 0.368] [lr 0.002470] [CE 4.283 (4.278)] [KD 3.634 (3.517)] +2024-10-16 18:32:05,577 - Train: 27.76% [347300/1251000] [277.6/1000.0] [batch_t 0.422 (0.420)] [data_t 0.015] [optim_t 0.406] [lr 0.002470] [CE 4.253 (4.299)] [KD 3.434 (3.466)] +2024-10-16 18:32:26,661 - Train: 27.77% [347350/1251000] [277.7/1000.0] [batch_t 0.390 (0.422)] [data_t 0.015] [optim_t 0.374] [lr 0.002470] [CE 4.472 (4.235)] [KD 3.161 (3.414)] +2024-10-16 18:32:48,234 - Train: 27.77% [347400/1251000] [277.7/1000.0] [batch_t 0.446 (0.431)] [data_t 0.015] [optim_t 0.430] [lr 0.002470] [CE 4.165 (4.210)] [KD 3.339 (3.361)] +2024-10-16 18:33:10,239 - Train: 27.77% [347450/1251000] [277.7/1000.0] [batch_t 0.417 (0.440)] [data_t 0.015] [optim_t 0.401] [lr 0.002470] [CE 4.374 (4.189)] [KD 3.582 (3.476)] +2024-10-16 18:33:31,193 - Train: 27.78% [347500/1251000] [277.8/1000.0] [batch_t 0.391 (0.419)] [data_t 0.015] [optim_t 0.376] [lr 0.002470] [CE 4.141 (4.350)] [KD 3.390 (3.554)] +2024-10-16 18:33:51,712 - Train: 27.78% [347550/1251000] [277.8/1000.0] [batch_t 0.463 (0.410)] [data_t 0.015] [optim_t 0.448] [lr 0.002469] [CE 4.029 (4.234)] [KD 3.548 (3.474)] +2024-10-16 18:34:12,698 - Train: 27.79% [347600/1251000] [277.9/1000.0] [batch_t 0.359 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.002469] [CE 4.117 (4.276)] [KD 3.418 (3.461)] +2024-10-16 18:34:34,283 - Train: 27.79% [347650/1251000] [277.9/1000.0] [batch_t 0.440 (0.432)] [data_t 0.016] [optim_t 0.425] [lr 0.002469] [CE 4.478 (4.209)] [KD 3.489 (3.434)] +2024-10-16 18:34:56,327 - Train: 27.79% [347700/1251000] [277.9/1000.0] [batch_t 0.503 (0.441)] [data_t 0.016] [optim_t 0.488] [lr 0.002469] [CE 3.729 (4.283)] [KD 3.156 (3.461)] +2024-10-16 18:35:18,418 - Train: 27.80% [347750/1251000] [278.0/1000.0] [batch_t 0.370 (0.442)] [data_t 0.016] [optim_t 0.354] [lr 0.002469] [CE 4.427 (4.233)] [KD 3.556 (3.467)] +2024-10-16 18:35:51,415 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 37759] [top5_cnt 46436] [top_all 50000] +2024-10-16 18:35:51,415 - net: 75.518 (92.872) +2024-10-16 18:36:12,794 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 39861] [top5_cnt 47472] [top_all 50000] +2024-10-16 18:36:12,794 - net_E: 79.722 (94.944) +2024-10-16 18:36:12,941 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 18:36:12,941 - ==> Total time: 1 day, 18:54:21 Eta: 4 days, 15:25:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 18:36:26,980 - Train: 27.80% [347800/1251000] [278.0/1000.0] [batch_t 0.359 (0.561)] [data_t 0.016] [optim_t 0.343] [lr 0.002469] [CE 4.009 (4.216)] [KD 3.241 (3.339)] +2024-10-16 18:36:47,923 - Train: 27.81% [347850/1251000] [278.1/1000.0] [batch_t 0.418 (0.419)] [data_t 0.078] [optim_t 0.340] [lr 0.002469] [CE 4.142 (4.269)] [KD 3.443 (3.431)] +2024-10-16 18:37:09,237 - Train: 27.81% [347900/1251000] [278.1/1000.0] [batch_t 0.362 (0.426)] [data_t 0.016] [optim_t 0.347] [lr 0.002468] [CE 4.479 (4.277)] [KD 3.561 (3.481)] +2024-10-16 18:37:31,123 - Train: 27.81% [347950/1251000] [278.1/1000.0] [batch_t 0.437 (0.438)] [data_t 0.015] [optim_t 0.422] [lr 0.002468] [CE 3.723 (4.220)] [KD 3.177 (3.453)] +2024-10-16 18:37:52,723 - Train: 27.82% [348000/1251000] [278.2/1000.0] [batch_t 0.407 (0.432)] [data_t 0.016] [optim_t 0.392] [lr 0.002468] [CE 4.307 (4.308)] [KD 3.336 (3.472)] +2024-10-16 18:38:14,401 - Train: 27.82% [348050/1251000] [278.2/1000.0] [batch_t 0.418 (0.433)] [data_t 0.015] [optim_t 0.403] [lr 0.002468] [CE 4.039 (4.181)] [KD 3.431 (3.372)] +2024-10-16 18:38:36,210 - Train: 27.83% [348100/1251000] [278.3/1000.0] [batch_t 0.502 (0.436)] [data_t 0.015] [optim_t 0.487] [lr 0.002468] [CE 3.947 (4.198)] [KD 3.410 (3.410)] +2024-10-16 18:38:57,888 - Train: 27.83% [348150/1251000] [278.3/1000.0] [batch_t 0.450 (0.433)] [data_t 0.015] [optim_t 0.435] [lr 0.002468] [CE 3.777 (4.217)] [KD 3.301 (3.411)] +2024-10-16 18:39:19,168 - Train: 27.83% [348200/1251000] [278.3/1000.0] [batch_t 0.425 (0.425)] [data_t 0.015] [optim_t 0.410] [lr 0.002468] [CE 4.473 (4.310)] [KD 3.494 (3.471)] +2024-10-16 18:39:40,113 - Train: 27.84% [348250/1251000] [278.4/1000.0] [batch_t 0.458 (0.419)] [data_t 0.016] [optim_t 0.442] [lr 0.002467] [CE 4.072 (4.126)] [KD 3.446 (3.393)] +2024-10-16 18:40:00,691 - Train: 27.84% [348300/1251000] [278.4/1000.0] [batch_t 0.420 (0.411)] [data_t 0.016] [optim_t 0.405] [lr 0.002467] [CE 4.042 (4.141)] [KD 3.242 (3.391)] +2024-10-16 18:40:21,723 - Train: 27.85% [348350/1251000] [278.5/1000.0] [batch_t 0.362 (0.421)] [data_t 0.016] [optim_t 0.346] [lr 0.002467] [CE 3.978 (4.243)] [KD 3.349 (3.461)] +2024-10-16 18:40:41,998 - Train: 27.85% [348400/1251000] [278.5/1000.0] [batch_t 0.360 (0.405)] [data_t 0.015] [optim_t 0.345] [lr 0.002467] [CE 3.843 (4.270)] [KD 3.266 (3.422)] +2024-10-16 18:41:03,382 - Train: 27.85% [348450/1251000] [278.5/1000.0] [batch_t 0.421 (0.428)] [data_t 0.016] [optim_t 0.405] [lr 0.002467] [CE 4.365 (4.239)] [KD 3.473 (3.444)] +2024-10-16 18:41:25,158 - Train: 27.86% [348500/1251000] [278.6/1000.0] [batch_t 0.363 (0.435)] [data_t 0.016] [optim_t 0.347] [lr 0.002467] [CE 4.738 (4.255)] [KD 3.835 (3.497)] +2024-10-16 18:41:46,711 - Train: 27.86% [348550/1251000] [278.6/1000.0] [batch_t 0.362 (0.431)] [data_t 0.016] [optim_t 0.346] [lr 0.002467] [CE 4.268 (4.269)] [KD 3.423 (3.525)] +2024-10-16 18:42:07,152 - Train: 27.87% [348600/1251000] [278.7/1000.0] [batch_t 0.441 (0.409)] [data_t 0.015] [optim_t 0.425] [lr 0.002466] [CE 4.188 (4.350)] [KD 3.455 (3.511)] +2024-10-16 18:42:27,852 - Train: 27.87% [348650/1251000] [278.7/1000.0] [batch_t 0.414 (0.414)] [data_t 0.015] [optim_t 0.398] [lr 0.002466] [CE 4.579 (4.292)] [KD 3.604 (3.512)] +2024-10-16 18:42:50,113 - Train: 27.87% [348700/1251000] [278.7/1000.0] [batch_t 0.359 (0.445)] [data_t 0.015] [optim_t 0.344] [lr 0.002466] [CE 3.765 (4.238)] [KD 3.473 (3.477)] +2024-10-16 18:43:12,437 - Train: 27.88% [348750/1251000] [278.8/1000.0] [batch_t 0.485 (0.446)] [data_t 0.015] [optim_t 0.469] [lr 0.002466] [CE 4.269 (4.291)] [KD 3.563 (3.435)] +2024-10-16 18:43:34,005 - Train: 27.88% [348800/1251000] [278.8/1000.0] [batch_t 0.466 (0.431)] [data_t 0.015] [optim_t 0.450] [lr 0.002466] [CE 3.810 (4.175)] [KD 3.271 (3.426)] +2024-10-16 18:43:55,600 - Train: 27.89% [348850/1251000] [278.9/1000.0] [batch_t 0.438 (0.432)] [data_t 0.016] [optim_t 0.422] [lr 0.002466] [CE 4.004 (4.174)] [KD 3.258 (3.452)] +2024-10-16 18:44:17,280 - Train: 27.89% [348900/1251000] [278.9/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.348] [lr 0.002466] [CE 4.083 (4.212)] [KD 3.441 (3.415)] +2024-10-16 18:44:39,033 - Train: 27.89% [348950/1251000] [278.9/1000.0] [batch_t 0.419 (0.435)] [data_t 0.015] [optim_t 0.403] [lr 0.002465] [CE 3.729 (4.235)] [KD 3.370 (3.474)] +2024-10-16 18:45:00,718 - Train: 27.90% [349000/1251000] [279.0/1000.0] [batch_t 0.362 (0.434)] [data_t 0.016] [optim_t 0.347] [lr 0.002465] [CE 4.242 (4.216)] [KD 3.494 (3.506)] +2024-10-16 18:45:34,838 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.447)] [top1_cnt 37367] [top5_cnt 46223] [top_all 50000] +2024-10-16 18:45:34,838 - net: 74.734 (92.446) +2024-10-16 18:45:55,749 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 39868] [top5_cnt 47469] [top_all 50000] +2024-10-16 18:45:55,749 - net_E: 79.736 (94.938) +2024-10-16 18:45:55,900 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 18:45:55,900 - ==> Total time: 1 day, 19:04:04 Eta: 4 days, 15:17:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 18:46:10,165 - Train: 27.90% [349050/1251000] [279.0/1000.0] [batch_t 0.364 (0.611)] [data_t 0.016] [optim_t 0.348] [lr 0.002465] [CE 4.185 (4.257)] [KD 3.396 (3.430)] +2024-10-16 18:46:30,387 - Train: 27.91% [349100/1251000] [279.1/1000.0] [batch_t 0.474 (0.404)] [data_t 0.016] [optim_t 0.458] [lr 0.002465] [CE 3.905 (4.295)] [KD 3.527 (3.458)] +2024-10-16 18:46:51,622 - Train: 27.91% [349150/1251000] [279.1/1000.0] [batch_t 0.413 (0.425)] [data_t 0.015] [optim_t 0.397] [lr 0.002465] [CE 4.324 (4.241)] [KD 3.445 (3.437)] +2024-10-16 18:47:12,476 - Train: 27.91% [349200/1251000] [279.1/1000.0] [batch_t 0.481 (0.417)] [data_t 0.015] [optim_t 0.465] [lr 0.002465] [CE 4.292 (4.297)] [KD 3.356 (3.441)] +2024-10-16 18:47:33,144 - Train: 27.92% [349250/1251000] [279.2/1000.0] [batch_t 0.360 (0.413)] [data_t 0.015] [optim_t 0.345] [lr 0.002465] [CE 4.815 (4.267)] [KD 3.671 (3.446)] +2024-10-16 18:47:54,856 - Train: 27.92% [349300/1251000] [279.2/1000.0] [batch_t 0.472 (0.434)] [data_t 0.015] [optim_t 0.456] [lr 0.002464] [CE 3.995 (4.230)] [KD 3.624 (3.421)] +2024-10-16 18:48:16,879 - Train: 27.93% [349350/1251000] [279.3/1000.0] [batch_t 0.407 (0.440)] [data_t 0.015] [optim_t 0.392] [lr 0.002464] [CE 3.622 (4.263)] [KD 3.150 (3.446)] +2024-10-16 18:48:37,836 - Train: 27.93% [349400/1251000] [279.3/1000.0] [batch_t 0.414 (0.419)] [data_t 0.015] [optim_t 0.398] [lr 0.002464] [CE 4.325 (4.292)] [KD 3.469 (3.479)] +2024-10-16 18:48:58,892 - Train: 27.93% [349450/1251000] [279.3/1000.0] [batch_t 0.440 (0.421)] [data_t 0.016] [optim_t 0.424] [lr 0.002464] [CE 4.132 (4.246)] [KD 3.523 (3.431)] +2024-10-16 18:49:19,961 - Train: 27.94% [349500/1251000] [279.4/1000.0] [batch_t 0.382 (0.421)] [data_t 0.015] [optim_t 0.366] [lr 0.002464] [CE 3.962 (4.242)] [KD 3.208 (3.459)] +2024-10-16 18:49:41,381 - Train: 27.94% [349550/1251000] [279.4/1000.0] [batch_t 0.361 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.002464] [CE 4.479 (4.237)] [KD 3.629 (3.373)] +2024-10-16 18:50:01,989 - Train: 27.95% [349600/1251000] [279.5/1000.0] [batch_t 0.380 (0.412)] [data_t 0.016] [optim_t 0.365] [lr 0.002464] [CE 4.113 (4.309)] [KD 3.338 (3.505)] +2024-10-16 18:50:23,043 - Train: 27.95% [349650/1251000] [279.5/1000.0] [batch_t 0.428 (0.421)] [data_t 0.015] [optim_t 0.413] [lr 0.002463] [CE 4.022 (4.274)] [KD 3.474 (3.496)] +2024-10-16 18:50:44,294 - Train: 27.95% [349700/1251000] [279.5/1000.0] [batch_t 0.433 (0.425)] [data_t 0.016] [optim_t 0.418] [lr 0.002463] [CE 4.254 (4.213)] [KD 3.609 (3.467)] +2024-10-16 18:51:05,710 - Train: 27.96% [349750/1251000] [279.6/1000.0] [batch_t 0.430 (0.428)] [data_t 0.016] [optim_t 0.414] [lr 0.002463] [CE 4.477 (4.293)] [KD 3.306 (3.421)] +2024-10-16 18:51:27,091 - Train: 27.96% [349800/1251000] [279.6/1000.0] [batch_t 0.489 (0.427)] [data_t 0.016] [optim_t 0.473] [lr 0.002463] [CE 3.980 (4.297)] [KD 3.308 (3.461)] +2024-10-16 18:51:48,440 - Train: 27.97% [349850/1251000] [279.7/1000.0] [batch_t 0.451 (0.427)] [data_t 0.016] [optim_t 0.435] [lr 0.002463] [CE 4.258 (4.164)] [KD 3.381 (3.397)] +2024-10-16 18:52:09,786 - Train: 27.97% [349900/1251000] [279.7/1000.0] [batch_t 0.384 (0.427)] [data_t 0.015] [optim_t 0.369] [lr 0.002463] [CE 4.351 (4.254)] [KD 3.401 (3.412)] +2024-10-16 18:52:30,994 - Train: 27.97% [349950/1251000] [279.7/1000.0] [batch_t 0.401 (0.424)] [data_t 0.015] [optim_t 0.386] [lr 0.002463] [CE 4.055 (4.232)] [KD 3.423 (3.420)] +2024-10-16 18:52:52,146 - Train: 27.98% [350000/1251000] [279.8/1000.0] [batch_t 0.452 (0.423)] [data_t 0.015] [optim_t 0.437] [lr 0.002462] [CE 4.207 (4.262)] [KD 3.515 (3.508)] +2024-10-16 18:53:13,848 - Train: 27.98% [350050/1251000] [279.8/1000.0] [batch_t 0.439 (0.434)] [data_t 0.015] [optim_t 0.424] [lr 0.002462] [CE 3.980 (4.258)] [KD 3.318 (3.509)] +2024-10-16 18:53:35,150 - Train: 27.99% [350100/1251000] [279.9/1000.0] [batch_t 0.400 (0.426)] [data_t 0.015] [optim_t 0.385] [lr 0.002462] [CE 4.321 (4.316)] [KD 3.461 (3.478)] +2024-10-16 18:53:56,149 - Train: 27.99% [350150/1251000] [279.9/1000.0] [batch_t 0.374 (0.420)] [data_t 0.015] [optim_t 0.359] [lr 0.002462] [CE 4.252 (4.310)] [KD 3.674 (3.502)] +2024-10-16 18:54:18,244 - Train: 27.99% [350200/1251000] [279.9/1000.0] [batch_t 0.361 (0.442)] [data_t 0.015] [optim_t 0.345] [lr 0.002462] [CE 4.165 (4.228)] [KD 3.347 (3.450)] +2024-10-16 18:54:39,134 - Train: 28.00% [350250/1251000] [280.0/1000.0] [batch_t 0.365 (0.418)] [data_t 0.016] [optim_t 0.349] [lr 0.002462] [CE 4.209 (4.220)] [KD 3.374 (3.423)] +2024-10-16 18:55:12,665 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 37257] [top5_cnt 46405] [top_all 50000] +2024-10-16 18:55:12,665 - net: 74.514 (92.810) +2024-10-16 18:55:33,461 - Test (net_E): 100.00% [50/50] [batch_t 0.134 (0.409)] [top1_cnt 39881] [top5_cnt 47475] [top_all 50000] +2024-10-16 18:55:33,462 - net_E: 79.762 (94.950) +2024-10-16 18:55:33,668 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 18:55:33,668 - ==> Total time: 1 day, 19:13:42 Eta: 4 days, 15:09:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 18:55:47,873 - Train: 28.00% [350300/1251000] [280.0/1000.0] [batch_t 0.564 (0.631)] [data_t 0.015] [optim_t 0.548] [lr 0.002462] [CE 4.365 (4.265)] [KD 3.336 (3.424)] +2024-10-16 18:56:07,950 - Train: 28.01% [350350/1251000] [280.1/1000.0] [batch_t 0.357 (0.401)] [data_t 0.015] [optim_t 0.342] [lr 0.002461] [CE 3.926 (4.225)] [KD 3.008 (3.422)] +2024-10-16 18:56:29,069 - Train: 28.01% [350400/1251000] [280.1/1000.0] [batch_t 0.397 (0.422)] [data_t 0.015] [optim_t 0.382] [lr 0.002461] [CE 4.548 (4.306)] [KD 3.473 (3.449)] +2024-10-16 18:56:50,685 - Train: 28.01% [350450/1251000] [280.1/1000.0] [batch_t 0.483 (0.432)] [data_t 0.015] [optim_t 0.468] [lr 0.002461] [CE 4.421 (4.264)] [KD 3.548 (3.420)] +2024-10-16 18:57:11,749 - Train: 28.02% [350500/1251000] [280.2/1000.0] [batch_t 0.416 (0.421)] [data_t 0.015] [optim_t 0.400] [lr 0.002461] [CE 4.010 (4.250)] [KD 3.369 (3.426)] +2024-10-16 18:57:32,504 - Train: 28.02% [350550/1251000] [280.2/1000.0] [batch_t 0.414 (0.415)] [data_t 0.015] [optim_t 0.399] [lr 0.002461] [CE 4.136 (4.210)] [KD 3.370 (3.386)] +2024-10-16 18:57:53,316 - Train: 28.03% [350600/1251000] [280.3/1000.0] [batch_t 0.418 (0.416)] [data_t 0.015] [optim_t 0.403] [lr 0.002461] [CE 4.627 (4.252)] [KD 3.588 (3.431)] +2024-10-16 18:58:14,452 - Train: 28.03% [350650/1251000] [280.3/1000.0] [batch_t 0.417 (0.423)] [data_t 0.015] [optim_t 0.401] [lr 0.002461] [CE 4.454 (4.206)] [KD 3.546 (3.413)] +2024-10-16 18:58:35,861 - Train: 28.03% [350700/1251000] [280.3/1000.0] [batch_t 0.444 (0.428)] [data_t 0.015] [optim_t 0.428] [lr 0.002460] [CE 4.327 (4.319)] [KD 3.580 (3.518)] +2024-10-16 18:58:57,295 - Train: 28.04% [350750/1251000] [280.4/1000.0] [batch_t 0.489 (0.429)] [data_t 0.016] [optim_t 0.473] [lr 0.002460] [CE 4.156 (4.253)] [KD 3.301 (3.444)] +2024-10-16 18:59:18,722 - Train: 28.04% [350800/1251000] [280.4/1000.0] [batch_t 0.472 (0.428)] [data_t 0.015] [optim_t 0.456] [lr 0.002460] [CE 4.437 (4.327)] [KD 3.637 (3.483)] +2024-10-16 18:59:40,009 - Train: 28.05% [350850/1251000] [280.5/1000.0] [batch_t 0.408 (0.426)] [data_t 0.015] [optim_t 0.393] [lr 0.002460] [CE 4.325 (4.273)] [KD 3.318 (3.479)] +2024-10-16 19:00:01,196 - Train: 28.05% [350900/1251000] [280.5/1000.0] [batch_t 0.439 (0.424)] [data_t 0.015] [optim_t 0.424] [lr 0.002460] [CE 4.351 (4.207)] [KD 3.519 (3.401)] +2024-10-16 19:00:22,348 - Train: 28.05% [350950/1251000] [280.5/1000.0] [batch_t 0.445 (0.423)] [data_t 0.016] [optim_t 0.430] [lr 0.002460] [CE 4.496 (4.301)] [KD 3.635 (3.522)] +2024-10-16 19:00:43,397 - Train: 28.06% [351000/1251000] [280.6/1000.0] [batch_t 0.418 (0.421)] [data_t 0.015] [optim_t 0.402] [lr 0.002460] [CE 4.132 (4.280)] [KD 3.486 (3.509)] +2024-10-16 19:01:04,705 - Train: 28.06% [351050/1251000] [280.6/1000.0] [batch_t 0.375 (0.426)] [data_t 0.016] [optim_t 0.360] [lr 0.002459] [CE 4.458 (4.239)] [KD 3.735 (3.448)] +2024-10-16 19:01:25,945 - Train: 28.07% [351100/1251000] [280.7/1000.0] [batch_t 0.476 (0.425)] [data_t 0.015] [optim_t 0.461] [lr 0.002459] [CE 4.401 (4.286)] [KD 3.603 (3.489)] +2024-10-16 19:01:47,008 - Train: 28.07% [351150/1251000] [280.7/1000.0] [batch_t 0.449 (0.421)] [data_t 0.015] [optim_t 0.434] [lr 0.002459] [CE 4.506 (4.227)] [KD 3.494 (3.432)] +2024-10-16 19:02:08,425 - Train: 28.07% [351200/1251000] [280.7/1000.0] [batch_t 0.444 (0.428)] [data_t 0.015] [optim_t 0.428] [lr 0.002459] [CE 4.150 (4.296)] [KD 3.663 (3.494)] +2024-10-16 19:02:29,880 - Train: 28.08% [351250/1251000] [280.8/1000.0] [batch_t 0.473 (0.429)] [data_t 0.015] [optim_t 0.458] [lr 0.002459] [CE 4.207 (4.310)] [KD 3.511 (3.498)] +2024-10-16 19:02:51,450 - Train: 28.08% [351300/1251000] [280.8/1000.0] [batch_t 0.413 (0.431)] [data_t 0.016] [optim_t 0.397] [lr 0.002459] [CE 4.017 (4.242)] [KD 3.238 (3.436)] +2024-10-16 19:03:12,055 - Train: 28.09% [351350/1251000] [280.9/1000.0] [batch_t 0.364 (0.412)] [data_t 0.015] [optim_t 0.348] [lr 0.002458] [CE 4.225 (4.291)] [KD 3.487 (3.486)] +2024-10-16 19:03:33,042 - Train: 28.09% [351400/1251000] [280.9/1000.0] [batch_t 0.385 (0.420)] [data_t 0.015] [optim_t 0.369] [lr 0.002458] [CE 4.130 (4.250)] [KD 3.064 (3.423)] +2024-10-16 19:03:54,287 - Train: 28.09% [351450/1251000] [280.9/1000.0] [batch_t 0.481 (0.425)] [data_t 0.015] [optim_t 0.465] [lr 0.002458] [CE 4.470 (4.219)] [KD 3.732 (3.414)] +2024-10-16 19:04:14,977 - Train: 28.10% [351500/1251000] [281.0/1000.0] [batch_t 0.421 (0.414)] [data_t 0.015] [optim_t 0.406] [lr 0.002458] [CE 4.466 (4.301)] [KD 3.401 (3.396)] +2024-10-16 19:04:48,555 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 37547] [top5_cnt 46450] [top_all 50000] +2024-10-16 19:04:48,556 - net: 75.094 (92.900) +2024-10-16 19:05:09,549 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 39879] [top5_cnt 47478] [top_all 50000] +2024-10-16 19:05:09,550 - net_E: 79.758 (94.956) +2024-10-16 19:05:09,736 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 19:05:09,737 - ==> Total time: 1 day, 19:23:18 Eta: 4 days, 15:01:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 19:05:22,913 - Train: 28.10% [351550/1251000] [281.0/1000.0] [batch_t 0.360 (0.628)] [data_t 0.016] [optim_t 0.344] [lr 0.002458] [CE 4.464 (4.221)] [KD 3.499 (3.400)] +2024-10-16 19:05:43,558 - Train: 28.11% [351600/1251000] [281.1/1000.0] [batch_t 0.406 (0.413)] [data_t 0.016] [optim_t 0.390] [lr 0.002458] [CE 4.761 (4.276)] [KD 3.845 (3.406)] +2024-10-16 19:06:05,254 - Train: 28.11% [351650/1251000] [281.1/1000.0] [batch_t 0.413 (0.434)] [data_t 0.015] [optim_t 0.397] [lr 0.002458] [CE 4.243 (4.249)] [KD 3.391 (3.406)] +2024-10-16 19:06:26,400 - Train: 28.11% [351700/1251000] [281.1/1000.0] [batch_t 0.361 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.002457] [CE 4.103 (4.257)] [KD 3.265 (3.433)] +2024-10-16 19:06:48,032 - Train: 28.12% [351750/1251000] [281.2/1000.0] [batch_t 0.426 (0.433)] [data_t 0.015] [optim_t 0.411] [lr 0.002457] [CE 4.251 (4.271)] [KD 3.447 (3.469)] +2024-10-16 19:07:09,164 - Train: 28.12% [351800/1251000] [281.2/1000.0] [batch_t 0.451 (0.423)] [data_t 0.015] [optim_t 0.436] [lr 0.002457] [CE 4.269 (4.217)] [KD 3.605 (3.443)] +2024-10-16 19:07:30,303 - Train: 28.13% [351850/1251000] [281.3/1000.0] [batch_t 0.410 (0.423)] [data_t 0.015] [optim_t 0.394] [lr 0.002457] [CE 4.044 (4.218)] [KD 3.329 (3.427)] +2024-10-16 19:07:51,268 - Train: 28.13% [351900/1251000] [281.3/1000.0] [batch_t 0.403 (0.419)] [data_t 0.015] [optim_t 0.388] [lr 0.002457] [CE 4.834 (4.336)] [KD 3.673 (3.489)] +2024-10-16 19:08:12,419 - Train: 28.13% [351950/1251000] [281.3/1000.0] [batch_t 0.407 (0.423)] [data_t 0.015] [optim_t 0.392] [lr 0.002457] [CE 4.537 (4.327)] [KD 3.653 (3.501)] +2024-10-16 19:08:33,957 - Train: 28.14% [352000/1251000] [281.4/1000.0] [batch_t 0.384 (0.431)] [data_t 0.015] [optim_t 0.368] [lr 0.002457] [CE 4.600 (4.222)] [KD 3.805 (3.420)] +2024-10-16 19:08:54,872 - Train: 28.14% [352050/1251000] [281.4/1000.0] [batch_t 0.465 (0.418)] [data_t 0.015] [optim_t 0.450] [lr 0.002456] [CE 3.994 (4.280)] [KD 3.363 (3.477)] +2024-10-16 19:09:16,590 - Train: 28.15% [352100/1251000] [281.5/1000.0] [batch_t 0.460 (0.434)] [data_t 0.015] [optim_t 0.445] [lr 0.002456] [CE 4.542 (4.254)] [KD 3.436 (3.457)] +2024-10-16 19:09:38,149 - Train: 28.15% [352150/1251000] [281.5/1000.0] [batch_t 0.416 (0.431)] [data_t 0.015] [optim_t 0.401] [lr 0.002456] [CE 4.390 (4.289)] [KD 3.563 (3.452)] +2024-10-16 19:09:58,797 - Train: 28.15% [352200/1251000] [281.5/1000.0] [batch_t 0.391 (0.413)] [data_t 0.015] [optim_t 0.376] [lr 0.002456] [CE 4.557 (4.271)] [KD 3.475 (3.392)] +2024-10-16 19:10:19,558 - Train: 28.16% [352250/1251000] [281.6/1000.0] [batch_t 0.434 (0.415)] [data_t 0.015] [optim_t 0.419] [lr 0.002456] [CE 4.419 (4.214)] [KD 3.552 (3.408)] +2024-10-16 19:10:40,232 - Train: 28.16% [352300/1251000] [281.6/1000.0] [batch_t 0.365 (0.413)] [data_t 0.015] [optim_t 0.349] [lr 0.002456] [CE 4.240 (4.287)] [KD 3.464 (3.445)] +2024-10-16 19:11:00,997 - Train: 28.17% [352350/1251000] [281.7/1000.0] [batch_t 0.394 (0.415)] [data_t 0.015] [optim_t 0.379] [lr 0.002456] [CE 4.393 (4.335)] [KD 3.434 (3.536)] +2024-10-16 19:11:21,273 - Train: 28.17% [352400/1251000] [281.7/1000.0] [batch_t 0.358 (0.405)] [data_t 0.015] [optim_t 0.342] [lr 0.002455] [CE 4.551 (4.266)] [KD 3.683 (3.499)] +2024-10-16 19:11:42,189 - Train: 28.17% [352450/1251000] [281.7/1000.0] [batch_t 0.463 (0.418)] [data_t 0.016] [optim_t 0.448] [lr 0.002455] [CE 4.828 (4.276)] [KD 3.758 (3.484)] +2024-10-16 19:12:02,900 - Train: 28.18% [352500/1251000] [281.8/1000.0] [batch_t 0.436 (0.414)] [data_t 0.015] [optim_t 0.421] [lr 0.002455] [CE 3.936 (4.314)] [KD 3.294 (3.470)] +2024-10-16 19:12:24,686 - Train: 28.18% [352550/1251000] [281.8/1000.0] [batch_t 0.436 (0.436)] [data_t 0.016] [optim_t 0.421] [lr 0.002455] [CE 4.372 (4.215)] [KD 3.587 (3.420)] +2024-10-16 19:12:45,695 - Train: 28.19% [352600/1251000] [281.9/1000.0] [batch_t 0.357 (0.420)] [data_t 0.015] [optim_t 0.341] [lr 0.002455] [CE 4.631 (4.300)] [KD 3.932 (3.487)] +2024-10-16 19:13:06,593 - Train: 28.19% [352650/1251000] [281.9/1000.0] [batch_t 0.402 (0.418)] [data_t 0.015] [optim_t 0.386] [lr 0.002455] [CE 4.322 (4.317)] [KD 3.479 (3.513)] +2024-10-16 19:13:27,108 - Train: 28.19% [352700/1251000] [281.9/1000.0] [batch_t 0.393 (0.410)] [data_t 0.016] [optim_t 0.377] [lr 0.002455] [CE 4.081 (4.225)] [KD 3.455 (3.470)] +2024-10-16 19:13:47,998 - Train: 28.20% [352750/1251000] [282.0/1000.0] [batch_t 0.443 (0.418)] [data_t 0.015] [optim_t 0.427] [lr 0.002454] [CE 4.561 (4.307)] [KD 3.639 (3.549)] +2024-10-16 19:14:21,652 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 37436] [top5_cnt 46251] [top_all 50000] +2024-10-16 19:14:21,652 - net: 74.872 (92.502) +2024-10-16 19:14:43,017 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 39894] [top5_cnt 47481] [top_all 50000] +2024-10-16 19:14:43,018 - net_E: 79.788 (94.962) +2024-10-16 19:14:43,160 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 19:14:43,161 - ==> Total time: 1 day, 19:32:51 Eta: 4 days, 14:52:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 19:14:56,097 - Train: 28.20% [352800/1251000] [282.0/1000.0] [batch_t 0.364 (0.652)] [data_t 0.016] [optim_t 0.349] [lr 0.002454] [CE 4.818 (4.289)] [KD 3.640 (3.505)] +2024-10-16 19:15:16,657 - Train: 28.21% [352850/1251000] [282.1/1000.0] [batch_t 0.360 (0.411)] [data_t 0.015] [optim_t 0.344] [lr 0.002454] [CE 4.415 (4.246)] [KD 3.363 (3.411)] +2024-10-16 19:15:38,919 - Train: 28.21% [352900/1251000] [282.1/1000.0] [batch_t 0.534 (0.445)] [data_t 0.015] [optim_t 0.519] [lr 0.002454] [CE 4.064 (4.197)] [KD 3.288 (3.418)] +2024-10-16 19:16:01,305 - Train: 28.21% [352950/1251000] [282.1/1000.0] [batch_t 0.451 (0.448)] [data_t 0.015] [optim_t 0.436] [lr 0.002454] [CE 4.440 (4.237)] [KD 3.437 (3.436)] +2024-10-16 19:16:23,233 - Train: 28.22% [353000/1251000] [282.2/1000.0] [batch_t 0.429 (0.438)] [data_t 0.015] [optim_t 0.414] [lr 0.002454] [CE 4.680 (4.208)] [KD 3.578 (3.409)] +2024-10-16 19:16:45,324 - Train: 28.22% [353050/1251000] [282.2/1000.0] [batch_t 0.488 (0.442)] [data_t 0.015] [optim_t 0.473] [lr 0.002454] [CE 3.877 (4.259)] [KD 2.919 (3.413)] +2024-10-16 19:17:07,321 - Train: 28.23% [353100/1251000] [282.3/1000.0] [batch_t 0.500 (0.440)] [data_t 0.015] [optim_t 0.485] [lr 0.002453] [CE 3.954 (4.161)] [KD 3.294 (3.410)] +2024-10-16 19:17:29,871 - Train: 28.23% [353150/1251000] [282.3/1000.0] [batch_t 0.520 (0.451)] [data_t 0.015] [optim_t 0.505] [lr 0.002453] [CE 4.270 (4.240)] [KD 3.562 (3.457)] +2024-10-16 19:17:51,920 - Train: 28.23% [353200/1251000] [282.3/1000.0] [batch_t 0.424 (0.441)] [data_t 0.015] [optim_t 0.409] [lr 0.002453] [CE 4.056 (4.279)] [KD 3.245 (3.487)] +2024-10-16 19:18:14,264 - Train: 28.24% [353250/1251000] [282.4/1000.0] [batch_t 0.419 (0.447)] [data_t 0.015] [optim_t 0.404] [lr 0.002453] [CE 4.096 (4.265)] [KD 3.525 (3.424)] +2024-10-16 19:18:36,468 - Train: 28.24% [353300/1251000] [282.4/1000.0] [batch_t 0.436 (0.444)] [data_t 0.015] [optim_t 0.421] [lr 0.002453] [CE 4.276 (4.362)] [KD 3.452 (3.515)] +2024-10-16 19:18:58,503 - Train: 28.25% [353350/1251000] [282.5/1000.0] [batch_t 0.458 (0.441)] [data_t 0.015] [optim_t 0.443] [lr 0.002453] [CE 4.658 (4.294)] [KD 3.649 (3.457)] +2024-10-16 19:19:20,796 - Train: 28.25% [353400/1251000] [282.5/1000.0] [batch_t 0.463 (0.446)] [data_t 0.016] [optim_t 0.447] [lr 0.002453] [CE 4.515 (4.262)] [KD 3.493 (3.473)] +2024-10-16 19:19:43,638 - Train: 28.25% [353450/1251000] [282.5/1000.0] [batch_t 0.426 (0.457)] [data_t 0.015] [optim_t 0.411] [lr 0.002452] [CE 4.510 (4.260)] [KD 3.588 (3.436)] +2024-10-16 19:20:06,450 - Train: 28.26% [353500/1251000] [282.6/1000.0] [batch_t 0.364 (0.456)] [data_t 0.015] [optim_t 0.349] [lr 0.002452] [CE 4.202 (4.294)] [KD 3.426 (3.459)] +2024-10-16 19:20:29,166 - Train: 28.26% [353550/1251000] [282.6/1000.0] [batch_t 0.497 (0.454)] [data_t 0.015] [optim_t 0.482] [lr 0.002452] [CE 4.155 (4.300)] [KD 3.243 (3.440)] +2024-10-16 19:20:51,568 - Train: 28.27% [353600/1251000] [282.7/1000.0] [batch_t 0.460 (0.448)] [data_t 0.015] [optim_t 0.444] [lr 0.002452] [CE 4.124 (4.138)] [KD 3.599 (3.381)] +2024-10-16 19:21:14,255 - Train: 28.27% [353650/1251000] [282.7/1000.0] [batch_t 0.425 (0.454)] [data_t 0.016] [optim_t 0.409] [lr 0.002452] [CE 4.641 (4.242)] [KD 3.390 (3.453)] +2024-10-16 19:21:36,586 - Train: 28.27% [353700/1251000] [282.7/1000.0] [batch_t 0.477 (0.447)] [data_t 0.015] [optim_t 0.461] [lr 0.002452] [CE 4.131 (4.263)] [KD 3.361 (3.447)] +2024-10-16 19:21:59,532 - Train: 28.28% [353750/1251000] [282.8/1000.0] [batch_t 0.470 (0.459)] [data_t 0.015] [optim_t 0.455] [lr 0.002452] [CE 3.885 (4.242)] [KD 3.357 (3.458)] +2024-10-16 19:22:22,006 - Train: 28.28% [353800/1251000] [282.8/1000.0] [batch_t 0.472 (0.449)] [data_t 0.015] [optim_t 0.457] [lr 0.002451] [CE 3.960 (4.247)] [KD 3.308 (3.439)] +2024-10-16 19:22:44,710 - Train: 28.29% [353850/1251000] [282.9/1000.0] [batch_t 0.426 (0.454)] [data_t 0.015] [optim_t 0.410] [lr 0.002451] [CE 4.132 (4.223)] [KD 3.423 (3.479)] +2024-10-16 19:23:07,077 - Train: 28.29% [353900/1251000] [282.9/1000.0] [batch_t 0.439 (0.447)] [data_t 0.015] [optim_t 0.424] [lr 0.002451] [CE 4.539 (4.274)] [KD 3.706 (3.442)] +2024-10-16 19:23:28,522 - Train: 28.29% [353950/1251000] [282.9/1000.0] [batch_t 0.438 (0.429)] [data_t 0.015] [optim_t 0.423] [lr 0.002451] [CE 4.133 (4.230)] [KD 3.382 (3.404)] +2024-10-16 19:23:50,568 - Train: 28.30% [354000/1251000] [283.0/1000.0] [batch_t 0.500 (0.441)] [data_t 0.015] [optim_t 0.485] [lr 0.002451] [CE 4.042 (4.293)] [KD 3.376 (3.448)] +2024-10-16 19:24:24,739 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 37727] [top5_cnt 46510] [top_all 50000] +2024-10-16 19:24:24,739 - net: 75.454 (93.020) +2024-10-16 19:24:45,693 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 39890] [top5_cnt 47500] [top_all 50000] +2024-10-16 19:24:45,694 - net_E: 79.780 (95.000) +2024-10-16 19:24:45,843 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 19:24:45,843 - ==> Total time: 1 day, 19:42:54 Eta: 4 days, 14:45:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 19:24:58,488 - Train: 28.30% [354050/1251000] [283.0/1000.0] [batch_t 0.365 (0.667)] [data_t 0.015] [optim_t 0.350] [lr 0.002451] [CE 3.990 (4.154)] [KD 3.312 (3.367)] +2024-10-16 19:25:17,500 - Train: 28.31% [354100/1251000] [283.1/1000.0] [batch_t 0.406 (0.380)] [data_t 0.015] [optim_t 0.391] [lr 0.002451] [CE 4.202 (4.288)] [KD 3.257 (3.465)] +2024-10-16 19:25:38,279 - Train: 28.31% [354150/1251000] [283.1/1000.0] [batch_t 0.445 (0.415)] [data_t 0.015] [optim_t 0.430] [lr 0.002450] [CE 4.321 (4.274)] [KD 3.434 (3.423)] +2024-10-16 19:25:59,234 - Train: 28.31% [354200/1251000] [283.1/1000.0] [batch_t 0.444 (0.419)] [data_t 0.015] [optim_t 0.428] [lr 0.002450] [CE 4.151 (4.337)] [KD 3.457 (3.465)] +2024-10-16 19:26:20,444 - Train: 28.32% [354250/1251000] [283.2/1000.0] [batch_t 0.362 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.002450] [CE 4.268 (4.231)] [KD 3.444 (3.441)] +2024-10-16 19:26:41,406 - Train: 28.32% [354300/1251000] [283.2/1000.0] [batch_t 0.431 (0.419)] [data_t 0.015] [optim_t 0.416] [lr 0.002450] [CE 3.925 (4.155)] [KD 3.242 (3.413)] +2024-10-16 19:27:02,398 - Train: 28.33% [354350/1251000] [283.3/1000.0] [batch_t 0.437 (0.420)] [data_t 0.015] [optim_t 0.422] [lr 0.002450] [CE 4.646 (4.293)] [KD 3.716 (3.496)] +2024-10-16 19:27:23,224 - Train: 28.33% [354400/1251000] [283.3/1000.0] [batch_t 0.422 (0.416)] [data_t 0.015] [optim_t 0.406] [lr 0.002450] [CE 4.607 (4.200)] [KD 3.495 (3.396)] +2024-10-16 19:27:44,186 - Train: 28.33% [354450/1251000] [283.3/1000.0] [batch_t 0.358 (0.419)] [data_t 0.015] [optim_t 0.342] [lr 0.002450] [CE 4.055 (4.287)] [KD 3.525 (3.428)] +2024-10-16 19:28:04,921 - Train: 28.34% [354500/1251000] [283.4/1000.0] [batch_t 0.379 (0.415)] [data_t 0.015] [optim_t 0.364] [lr 0.002449] [CE 4.506 (4.320)] [KD 3.669 (3.455)] +2024-10-16 19:28:25,824 - Train: 28.34% [354550/1251000] [283.4/1000.0] [batch_t 0.409 (0.418)] [data_t 0.015] [optim_t 0.394] [lr 0.002449] [CE 4.084 (4.259)] [KD 3.379 (3.470)] +2024-10-16 19:28:46,573 - Train: 28.35% [354600/1251000] [283.5/1000.0] [batch_t 0.451 (0.415)] [data_t 0.015] [optim_t 0.435] [lr 0.002449] [CE 4.582 (4.226)] [KD 3.410 (3.430)] +2024-10-16 19:29:07,453 - Train: 28.35% [354650/1251000] [283.5/1000.0] [batch_t 0.562 (0.417)] [data_t 0.015] [optim_t 0.547] [lr 0.002449] [CE 4.605 (4.173)] [KD 3.703 (3.414)] +2024-10-16 19:29:28,865 - Train: 28.35% [354700/1251000] [283.5/1000.0] [batch_t 0.367 (0.428)] [data_t 0.015] [optim_t 0.352] [lr 0.002449] [CE 4.068 (4.308)] [KD 3.486 (3.485)] +2024-10-16 19:29:49,729 - Train: 28.36% [354750/1251000] [283.6/1000.0] [batch_t 0.420 (0.417)] [data_t 0.015] [optim_t 0.404] [lr 0.002449] [CE 4.061 (4.281)] [KD 3.533 (3.521)] +2024-10-16 19:30:10,993 - Train: 28.36% [354800/1251000] [283.6/1000.0] [batch_t 0.469 (0.425)] [data_t 0.015] [optim_t 0.454] [lr 0.002449] [CE 4.617 (4.305)] [KD 3.609 (3.518)] +2024-10-16 19:30:32,181 - Train: 28.37% [354850/1251000] [283.7/1000.0] [batch_t 0.413 (0.424)] [data_t 0.015] [optim_t 0.398] [lr 0.002448] [CE 4.086 (4.236)] [KD 3.457 (3.447)] +2024-10-16 19:30:53,256 - Train: 28.37% [354900/1251000] [283.7/1000.0] [batch_t 0.387 (0.421)] [data_t 0.015] [optim_t 0.372] [lr 0.002448] [CE 4.487 (4.218)] [KD 3.657 (3.467)] +2024-10-16 19:31:14,416 - Train: 28.37% [354950/1251000] [283.7/1000.0] [batch_t 0.378 (0.423)] [data_t 0.015] [optim_t 0.363] [lr 0.002448] [CE 4.216 (4.286)] [KD 3.473 (3.494)] +2024-10-16 19:31:34,976 - Train: 28.38% [355000/1251000] [283.8/1000.0] [batch_t 0.429 (0.411)] [data_t 0.015] [optim_t 0.414] [lr 0.002448] [CE 4.827 (4.228)] [KD 3.626 (3.387)] +2024-10-16 19:31:55,667 - Train: 28.38% [355050/1251000] [283.8/1000.0] [batch_t 0.362 (0.414)] [data_t 0.015] [optim_t 0.347] [lr 0.002448] [CE 4.085 (4.200)] [KD 3.484 (3.413)] +2024-10-16 19:32:17,386 - Train: 28.39% [355100/1251000] [283.9/1000.0] [batch_t 0.445 (0.434)] [data_t 0.015] [optim_t 0.429] [lr 0.002448] [CE 4.349 (4.222)] [KD 3.570 (3.448)] +2024-10-16 19:32:38,628 - Train: 28.39% [355150/1251000] [283.9/1000.0] [batch_t 0.381 (0.425)] [data_t 0.015] [optim_t 0.366] [lr 0.002448] [CE 4.427 (4.262)] [KD 3.560 (3.440)] +2024-10-16 19:33:00,189 - Train: 28.39% [355200/1251000] [283.9/1000.0] [batch_t 0.440 (0.431)] [data_t 0.015] [optim_t 0.424] [lr 0.002447] [CE 4.068 (4.303)] [KD 3.255 (3.519)] +2024-10-16 19:33:21,856 - Train: 28.40% [355250/1251000] [284.0/1000.0] [batch_t 0.384 (0.433)] [data_t 0.015] [optim_t 0.369] [lr 0.002447] [CE 4.628 (4.260)] [KD 3.770 (3.464)] +2024-10-16 19:33:57,041 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 37576] [top5_cnt 46365] [top_all 50000] +2024-10-16 19:33:57,042 - net: 75.152 (92.730) +2024-10-16 19:34:18,156 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 39899] [top5_cnt 47507] [top_all 50000] +2024-10-16 19:34:18,157 - net_E: 79.798 (95.014) +2024-10-16 19:34:18,370 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 19:34:18,371 - ==> Total time: 1 day, 19:52:26 Eta: 4 days, 14:36:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 19:34:30,236 - Train: 28.40% [355300/1251000] [284.0/1000.0] [batch_t 0.364 (0.648)] [data_t 0.015] [optim_t 0.349] [lr 0.002447] [CE 3.674 (4.257)] [KD 3.206 (3.342)] +2024-10-16 19:34:50,608 - Train: 28.41% [355350/1251000] [284.1/1000.0] [batch_t 0.578 (0.407)] [data_t 0.015] [optim_t 0.563] [lr 0.002447] [CE 4.352 (4.290)] [KD 3.770 (3.439)] +2024-10-16 19:35:12,272 - Train: 28.41% [355400/1251000] [284.1/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.345] [lr 0.002447] [CE 4.239 (4.310)] [KD 3.496 (3.485)] +2024-10-16 19:35:33,399 - Train: 28.41% [355450/1251000] [284.1/1000.0] [batch_t 0.414 (0.422)] [data_t 0.015] [optim_t 0.399] [lr 0.002447] [CE 4.245 (4.345)] [KD 3.598 (3.452)] +2024-10-16 19:35:54,384 - Train: 28.42% [355500/1251000] [284.2/1000.0] [batch_t 0.361 (0.420)] [data_t 0.016] [optim_t 0.346] [lr 0.002446] [CE 4.236 (4.249)] [KD 3.318 (3.450)] +2024-10-16 19:36:15,396 - Train: 28.42% [355550/1251000] [284.2/1000.0] [batch_t 0.406 (0.420)] [data_t 0.016] [optim_t 0.391] [lr 0.002446] [CE 3.960 (4.265)] [KD 3.252 (3.433)] +2024-10-16 19:36:36,644 - Train: 28.43% [355600/1251000] [284.3/1000.0] [batch_t 0.500 (0.425)] [data_t 0.015] [optim_t 0.485] [lr 0.002446] [CE 4.577 (4.288)] [KD 3.622 (3.469)] +2024-10-16 19:36:57,620 - Train: 28.43% [355650/1251000] [284.3/1000.0] [batch_t 0.417 (0.419)] [data_t 0.015] [optim_t 0.402] [lr 0.002446] [CE 4.601 (4.250)] [KD 3.627 (3.416)] +2024-10-16 19:37:18,670 - Train: 28.43% [355700/1251000] [284.3/1000.0] [batch_t 0.449 (0.421)] [data_t 0.015] [optim_t 0.433] [lr 0.002446] [CE 4.429 (4.244)] [KD 3.406 (3.463)] +2024-10-16 19:37:39,629 - Train: 28.44% [355750/1251000] [284.4/1000.0] [batch_t 0.449 (0.419)] [data_t 0.015] [optim_t 0.434] [lr 0.002446] [CE 4.123 (4.318)] [KD 3.255 (3.457)] +2024-10-16 19:38:00,405 - Train: 28.44% [355800/1251000] [284.4/1000.0] [batch_t 0.375 (0.415)] [data_t 0.015] [optim_t 0.359] [lr 0.002446] [CE 4.545 (4.235)] [KD 3.257 (3.385)] +2024-10-16 19:38:21,110 - Train: 28.45% [355850/1251000] [284.5/1000.0] [batch_t 0.403 (0.414)] [data_t 0.015] [optim_t 0.388] [lr 0.002445] [CE 4.681 (4.333)] [KD 3.704 (3.501)] +2024-10-16 19:38:42,365 - Train: 28.45% [355900/1251000] [284.5/1000.0] [batch_t 0.439 (0.425)] [data_t 0.015] [optim_t 0.424] [lr 0.002445] [CE 4.085 (4.261)] [KD 3.310 (3.464)] +2024-10-16 19:39:03,846 - Train: 28.45% [355950/1251000] [284.5/1000.0] [batch_t 0.365 (0.430)] [data_t 0.016] [optim_t 0.349] [lr 0.002445] [CE 3.937 (4.303)] [KD 3.302 (3.477)] +2024-10-16 19:39:24,479 - Train: 28.46% [356000/1251000] [284.6/1000.0] [batch_t 0.502 (0.413)] [data_t 0.015] [optim_t 0.486] [lr 0.002445] [CE 4.443 (4.310)] [KD 3.580 (3.517)] +2024-10-16 19:39:45,685 - Train: 28.46% [356050/1251000] [284.6/1000.0] [batch_t 0.439 (0.424)] [data_t 0.015] [optim_t 0.423] [lr 0.002445] [CE 4.417 (4.231)] [KD 3.327 (3.424)] +2024-10-16 19:40:06,987 - Train: 28.47% [356100/1251000] [284.7/1000.0] [batch_t 0.390 (0.426)] [data_t 0.015] [optim_t 0.374] [lr 0.002445] [CE 4.361 (4.312)] [KD 3.318 (3.416)] +2024-10-16 19:40:28,425 - Train: 28.47% [356150/1251000] [284.7/1000.0] [batch_t 0.384 (0.429)] [data_t 0.015] [optim_t 0.369] [lr 0.002445] [CE 4.336 (4.304)] [KD 3.523 (3.483)] +2024-10-16 19:40:49,524 - Train: 28.47% [356200/1251000] [284.7/1000.0] [batch_t 0.406 (0.422)] [data_t 0.015] [optim_t 0.390] [lr 0.002444] [CE 4.058 (4.253)] [KD 3.241 (3.455)] +2024-10-16 19:41:10,620 - Train: 28.48% [356250/1251000] [284.8/1000.0] [batch_t 0.509 (0.422)] [data_t 0.015] [optim_t 0.494] [lr 0.002444] [CE 4.221 (4.292)] [KD 3.454 (3.418)] +2024-10-16 19:41:31,826 - Train: 28.48% [356300/1251000] [284.8/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.002444] [CE 4.128 (4.260)] [KD 3.311 (3.454)] +2024-10-16 19:41:52,815 - Train: 28.49% [356350/1251000] [284.9/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.002444] [CE 4.156 (4.326)] [KD 3.525 (3.509)] +2024-10-16 19:42:14,137 - Train: 28.49% [356400/1251000] [284.9/1000.0] [batch_t 0.434 (0.426)] [data_t 0.015] [optim_t 0.419] [lr 0.002444] [CE 4.089 (4.267)] [KD 3.416 (3.450)] +2024-10-16 19:42:35,343 - Train: 28.49% [356450/1251000] [284.9/1000.0] [batch_t 0.446 (0.424)] [data_t 0.015] [optim_t 0.430] [lr 0.002444] [CE 4.130 (4.159)] [KD 3.298 (3.375)] +2024-10-16 19:42:56,419 - Train: 28.50% [356500/1251000] [285.0/1000.0] [batch_t 0.362 (0.421)] [data_t 0.016] [optim_t 0.346] [lr 0.002444] [CE 4.384 (4.339)] [KD 3.696 (3.548)] +2024-10-16 19:43:32,882 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.448)] [top1_cnt 37511] [top5_cnt 46294] [top_all 50000] +2024-10-16 19:43:32,882 - net: 75.022 (92.588) +2024-10-16 19:43:53,462 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.405)] [top1_cnt 39880] [top5_cnt 47521] [top_all 50000] +2024-10-16 19:43:53,462 - net_E: 79.760 (95.042) +2024-10-16 19:43:53,598 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 19:43:53,599 - ==> Total time: 1 day, 20:02:02 Eta: 4 days, 14:28:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 19:44:06,442 - Train: 28.50% [356550/1251000] [285.0/1000.0] [batch_t 0.362 (0.567)] [data_t 0.015] [optim_t 0.347] [lr 0.002443] [CE 4.136 (4.324)] [KD 3.549 (3.498)] +2024-10-16 19:44:25,530 - Train: 28.51% [356600/1251000] [285.1/1000.0] [batch_t 0.361 (0.382)] [data_t 0.015] [optim_t 0.346] [lr 0.002443] [CE 4.759 (4.248)] [KD 3.721 (3.472)] +2024-10-16 19:44:45,969 - Train: 28.51% [356650/1251000] [285.1/1000.0] [batch_t 0.420 (0.409)] [data_t 0.015] [optim_t 0.404] [lr 0.002443] [CE 4.047 (4.245)] [KD 3.259 (3.442)] +2024-10-16 19:45:06,921 - Train: 28.51% [356700/1251000] [285.1/1000.0] [batch_t 0.453 (0.419)] [data_t 0.015] [optim_t 0.438] [lr 0.002443] [CE 4.409 (4.311)] [KD 3.360 (3.451)] +2024-10-16 19:45:27,922 - Train: 28.52% [356750/1251000] [285.2/1000.0] [batch_t 0.388 (0.420)] [data_t 0.047] [optim_t 0.341] [lr 0.002443] [CE 3.949 (4.308)] [KD 3.162 (3.391)] +2024-10-16 19:45:49,481 - Train: 28.52% [356800/1251000] [285.2/1000.0] [batch_t 0.432 (0.431)] [data_t 0.089] [optim_t 0.342] [lr 0.002443] [CE 4.191 (4.279)] [KD 3.301 (3.386)] +2024-10-16 19:46:11,176 - Train: 28.53% [356850/1251000] [285.3/1000.0] [batch_t 0.360 (0.434)] [data_t 0.016] [optim_t 0.344] [lr 0.002443] [CE 4.638 (4.278)] [KD 3.464 (3.448)] +2024-10-16 19:46:30,755 - Train: 28.53% [356900/1251000] [285.3/1000.0] [batch_t 0.414 (0.391)] [data_t 0.015] [optim_t 0.399] [lr 0.002442] [CE 3.780 (4.328)] [KD 3.118 (3.458)] +2024-10-16 19:46:51,322 - Train: 28.53% [356950/1251000] [285.3/1000.0] [batch_t 0.358 (0.411)] [data_t 0.015] [optim_t 0.343] [lr 0.002442] [CE 3.724 (4.274)] [KD 3.003 (3.440)] +2024-10-16 19:47:11,155 - Train: 28.54% [357000/1251000] [285.4/1000.0] [batch_t 0.391 (0.397)] [data_t 0.015] [optim_t 0.376] [lr 0.002442] [CE 4.124 (4.283)] [KD 3.287 (3.439)] +2024-10-16 19:47:31,471 - Train: 28.54% [357050/1251000] [285.4/1000.0] [batch_t 0.431 (0.406)] [data_t 0.015] [optim_t 0.415] [lr 0.002442] [CE 4.394 (4.337)] [KD 3.562 (3.416)] +2024-10-16 19:47:52,146 - Train: 28.55% [357100/1251000] [285.5/1000.0] [batch_t 0.473 (0.413)] [data_t 0.134] [optim_t 0.339] [lr 0.002442] [CE 4.302 (4.194)] [KD 3.615 (3.446)] +2024-10-16 19:48:12,357 - Train: 28.55% [357150/1251000] [285.5/1000.0] [batch_t 0.418 (0.404)] [data_t 0.075] [optim_t 0.344] [lr 0.002442] [CE 4.338 (4.202)] [KD 3.440 (3.407)] +2024-10-16 19:48:32,819 - Train: 28.55% [357200/1251000] [285.5/1000.0] [batch_t 0.431 (0.409)] [data_t 0.091] [optim_t 0.340] [lr 0.002442] [CE 4.193 (4.236)] [KD 3.363 (3.454)] +2024-10-16 19:48:53,107 - Train: 28.56% [357250/1251000] [285.6/1000.0] [batch_t 0.358 (0.406)] [data_t 0.015] [optim_t 0.343] [lr 0.002441] [CE 4.399 (4.302)] [KD 3.594 (3.509)] +2024-10-16 19:49:13,495 - Train: 28.56% [357300/1251000] [285.6/1000.0] [batch_t 0.403 (0.408)] [data_t 0.063] [optim_t 0.340] [lr 0.002441] [CE 3.963 (4.217)] [KD 3.174 (3.435)] +2024-10-16 19:49:33,508 - Train: 28.57% [357350/1251000] [285.7/1000.0] [batch_t 0.412 (0.400)] [data_t 0.073] [optim_t 0.339] [lr 0.002441] [CE 4.406 (4.224)] [KD 3.789 (3.454)] +2024-10-16 19:49:54,152 - Train: 28.57% [357400/1251000] [285.7/1000.0] [batch_t 0.361 (0.413)] [data_t 0.015] [optim_t 0.345] [lr 0.002441] [CE 4.032 (4.325)] [KD 3.619 (3.549)] +2024-10-16 19:50:15,668 - Train: 28.57% [357450/1251000] [285.7/1000.0] [batch_t 0.409 (0.430)] [data_t 0.015] [optim_t 0.394] [lr 0.002441] [CE 3.898 (4.187)] [KD 3.423 (3.413)] +2024-10-16 19:50:37,631 - Train: 28.58% [357500/1251000] [285.8/1000.0] [batch_t 0.456 (0.439)] [data_t 0.015] [optim_t 0.441] [lr 0.002441] [CE 3.944 (4.295)] [KD 3.307 (3.496)] +2024-10-16 19:50:59,360 - Train: 28.58% [357550/1251000] [285.8/1000.0] [batch_t 0.442 (0.434)] [data_t 0.015] [optim_t 0.427] [lr 0.002441] [CE 3.979 (4.244)] [KD 3.340 (3.463)] +2024-10-16 19:51:21,408 - Train: 28.59% [357600/1251000] [285.9/1000.0] [batch_t 0.410 (0.441)] [data_t 0.016] [optim_t 0.395] [lr 0.002440] [CE 4.386 (4.269)] [KD 3.485 (3.453)] +2024-10-16 19:51:41,884 - Train: 28.59% [357650/1251000] [285.9/1000.0] [batch_t 0.381 (0.409)] [data_t 0.015] [optim_t 0.365] [lr 0.002440] [CE 4.467 (4.254)] [KD 3.626 (3.433)] +2024-10-16 19:52:02,935 - Train: 28.59% [357700/1251000] [285.9/1000.0] [batch_t 0.392 (0.421)] [data_t 0.015] [optim_t 0.377] [lr 0.002440] [CE 3.998 (4.315)] [KD 3.232 (3.446)] +2024-10-16 19:52:24,911 - Train: 28.60% [357750/1251000] [286.0/1000.0] [batch_t 0.359 (0.439)] [data_t 0.015] [optim_t 0.344] [lr 0.002440] [CE 4.423 (4.198)] [KD 3.454 (3.435)] +2024-10-16 19:52:59,864 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 37681] [top5_cnt 46516] [top_all 50000] +2024-10-16 19:52:59,865 - net: 75.362 (93.032) +2024-10-16 19:53:20,751 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 39912] [top5_cnt 47522] [top_all 50000] +2024-10-16 19:53:20,752 - net_E: 79.824 (95.044) +2024-10-16 19:53:20,924 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 19:53:20,925 - ==> Total time: 1 day, 20:11:29 Eta: 4 days, 14:19:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 19:53:32,537 - Train: 28.60% [357800/1251000] [286.0/1000.0] [batch_t 0.361 (0.722)] [data_t 0.015] [optim_t 0.346] [lr 0.002440] [CE 4.568 (4.414)] [KD 3.536 (3.454)] +2024-10-16 19:53:51,600 - Train: 28.61% [357850/1251000] [286.1/1000.0] [batch_t 0.420 (0.381)] [data_t 0.015] [optim_t 0.404] [lr 0.002440] [CE 4.152 (4.157)] [KD 3.489 (3.382)] +2024-10-16 19:54:13,091 - Train: 28.61% [357900/1251000] [286.1/1000.0] [batch_t 0.428 (0.430)] [data_t 0.015] [optim_t 0.413] [lr 0.002440] [CE 4.719 (4.307)] [KD 3.511 (3.429)] +2024-10-16 19:54:33,981 - Train: 28.61% [357950/1251000] [286.1/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.002439] [CE 4.443 (4.215)] [KD 3.500 (3.410)] +2024-10-16 19:54:54,129 - Train: 28.62% [358000/1251000] [286.2/1000.0] [batch_t 0.420 (0.403)] [data_t 0.016] [optim_t 0.404] [lr 0.002439] [CE 4.276 (4.216)] [KD 3.707 (3.394)] +2024-10-16 19:55:15,084 - Train: 28.62% [358050/1251000] [286.2/1000.0] [batch_t 0.439 (0.419)] [data_t 0.015] [optim_t 0.424] [lr 0.002439] [CE 4.369 (4.245)] [KD 3.554 (3.458)] +2024-10-16 19:55:35,769 - Train: 28.63% [358100/1251000] [286.3/1000.0] [batch_t 0.451 (0.414)] [data_t 0.015] [optim_t 0.435] [lr 0.002439] [CE 4.190 (4.247)] [KD 3.499 (3.427)] +2024-10-16 19:55:56,537 - Train: 28.63% [358150/1251000] [286.3/1000.0] [batch_t 0.380 (0.415)] [data_t 0.016] [optim_t 0.364] [lr 0.002439] [CE 4.582 (4.189)] [KD 3.591 (3.367)] +2024-10-16 19:56:17,405 - Train: 28.63% [358200/1251000] [286.3/1000.0] [batch_t 0.378 (0.417)] [data_t 0.015] [optim_t 0.363] [lr 0.002439] [CE 4.277 (4.231)] [KD 3.464 (3.422)] +2024-10-16 19:56:38,765 - Train: 28.64% [358250/1251000] [286.4/1000.0] [batch_t 0.484 (0.427)] [data_t 0.015] [optim_t 0.469] [lr 0.002438] [CE 4.380 (4.247)] [KD 3.580 (3.397)] +2024-10-16 19:56:59,959 - Train: 28.64% [358300/1251000] [286.4/1000.0] [batch_t 0.437 (0.424)] [data_t 0.015] [optim_t 0.421] [lr 0.002438] [CE 4.172 (4.269)] [KD 3.235 (3.427)] +2024-10-16 19:57:20,918 - Train: 28.65% [358350/1251000] [286.5/1000.0] [batch_t 0.419 (0.419)] [data_t 0.016] [optim_t 0.403] [lr 0.002438] [CE 4.380 (4.286)] [KD 3.530 (3.461)] +2024-10-16 19:57:41,783 - Train: 28.65% [358400/1251000] [286.5/1000.0] [batch_t 0.404 (0.417)] [data_t 0.015] [optim_t 0.388] [lr 0.002438] [CE 4.114 (4.286)] [KD 3.589 (3.468)] +2024-10-16 19:58:01,836 - Train: 28.65% [358450/1251000] [286.5/1000.0] [batch_t 0.428 (0.401)] [data_t 0.015] [optim_t 0.413] [lr 0.002438] [CE 4.355 (4.271)] [KD 3.398 (3.440)] +2024-10-16 19:58:23,344 - Train: 28.66% [358500/1251000] [286.6/1000.0] [batch_t 0.437 (0.430)] [data_t 0.015] [optim_t 0.422] [lr 0.002438] [CE 4.094 (4.265)] [KD 3.343 (3.444)] +2024-10-16 19:58:44,957 - Train: 28.66% [358550/1251000] [286.6/1000.0] [batch_t 0.414 (0.432)] [data_t 0.015] [optim_t 0.399] [lr 0.002438] [CE 4.493 (4.282)] [KD 3.471 (3.479)] +2024-10-16 19:59:06,112 - Train: 28.67% [358600/1251000] [286.7/1000.0] [batch_t 0.526 (0.423)] [data_t 0.015] [optim_t 0.511] [lr 0.002437] [CE 3.792 (4.238)] [KD 3.231 (3.414)] +2024-10-16 19:59:27,935 - Train: 28.67% [358650/1251000] [286.7/1000.0] [batch_t 0.456 (0.436)] [data_t 0.015] [optim_t 0.440] [lr 0.002437] [CE 4.542 (4.303)] [KD 3.638 (3.433)] +2024-10-16 19:59:49,122 - Train: 28.67% [358700/1251000] [286.7/1000.0] [batch_t 0.453 (0.424)] [data_t 0.015] [optim_t 0.438] [lr 0.002437] [CE 4.599 (4.262)] [KD 3.517 (3.404)] +2024-10-16 20:00:11,293 - Train: 28.68% [358750/1251000] [286.8/1000.0] [batch_t 0.359 (0.443)] [data_t 0.015] [optim_t 0.344] [lr 0.002437] [CE 4.576 (4.249)] [KD 3.603 (3.370)] +2024-10-16 20:00:33,205 - Train: 28.68% [358800/1251000] [286.8/1000.0] [batch_t 0.453 (0.438)] [data_t 0.016] [optim_t 0.437] [lr 0.002437] [CE 4.565 (4.209)] [KD 3.526 (3.416)] +2024-10-16 20:00:55,088 - Train: 28.69% [358850/1251000] [286.9/1000.0] [batch_t 0.388 (0.438)] [data_t 0.015] [optim_t 0.372] [lr 0.002437] [CE 4.321 (4.300)] [KD 3.648 (3.505)] +2024-10-16 20:01:16,367 - Train: 28.69% [358900/1251000] [286.9/1000.0] [batch_t 0.398 (0.425)] [data_t 0.016] [optim_t 0.382] [lr 0.002437] [CE 4.163 (4.270)] [KD 3.412 (3.427)] +2024-10-16 20:01:37,353 - Train: 28.69% [358950/1251000] [286.9/1000.0] [batch_t 0.416 (0.420)] [data_t 0.015] [optim_t 0.400] [lr 0.002436] [CE 4.160 (4.258)] [KD 3.110 (3.428)] +2024-10-16 20:01:58,147 - Train: 28.70% [359000/1251000] [287.0/1000.0] [batch_t 0.360 (0.416)] [data_t 0.015] [optim_t 0.344] [lr 0.002436] [CE 3.970 (4.161)] [KD 3.396 (3.358)] +2024-10-16 20:02:33,570 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 37311] [top5_cnt 46309] [top_all 50000] +2024-10-16 20:02:33,571 - net: 74.622 (92.618) +2024-10-16 20:02:53,874 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.400)] [top1_cnt 39897] [top5_cnt 47530] [top_all 50000] +2024-10-16 20:02:53,874 - net_E: 79.794 (95.060) +2024-10-16 20:02:54,013 - Max [top1: 75.608 (epoch: 273)] [top1-ema: 79.824 (epoch: 273)] +2024-10-16 20:02:54,013 - ==> Total time: 1 day, 20:21:02 Eta: 4 days, 14:10:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 20:03:05,380 - Train: 28.70% [359050/1251000] [287.0/1000.0] [batch_t 0.361 (0.754)] [data_t 0.015] [optim_t 0.345] [lr 0.002436] [CE 4.765 (4.478)] [KD 3.563 (3.511)] +2024-10-16 20:03:25,759 - Train: 28.71% [359100/1251000] [287.1/1000.0] [batch_t 0.444 (0.407)] [data_t 0.104] [optim_t 0.340] [lr 0.002436] [CE 3.919 (4.245)] [KD 3.360 (3.468)] +2024-10-16 20:03:47,531 - Train: 28.71% [359150/1251000] [287.1/1000.0] [batch_t 0.362 (0.435)] [data_t 0.015] [optim_t 0.347] [lr 0.002436] [CE 4.372 (4.353)] [KD 3.453 (3.480)] +2024-10-16 20:04:09,136 - Train: 28.71% [359200/1251000] [287.1/1000.0] [batch_t 0.388 (0.432)] [data_t 0.046] [optim_t 0.342] [lr 0.002436] [CE 4.427 (4.297)] [KD 3.251 (3.453)] +2024-10-16 20:04:29,754 - Train: 28.72% [359250/1251000] [287.2/1000.0] [batch_t 0.481 (0.412)] [data_t 0.140] [optim_t 0.341] [lr 0.002436] [CE 4.337 (4.214)] [KD 3.492 (3.356)] +2024-10-16 20:04:50,631 - Train: 28.72% [359300/1251000] [287.2/1000.0] [batch_t 0.389 (0.417)] [data_t 0.048] [optim_t 0.340] [lr 0.002435] [CE 4.462 (4.242)] [KD 3.547 (3.405)] +2024-10-16 20:05:10,843 - Train: 28.73% [359350/1251000] [287.3/1000.0] [batch_t 0.400 (0.404)] [data_t 0.058] [optim_t 0.341] [lr 0.002435] [CE 4.084 (4.247)] [KD 3.117 (3.369)] +2024-10-16 20:05:31,209 - Train: 28.73% [359400/1251000] [287.3/1000.0] [batch_t 0.361 (0.407)] [data_t 0.015] [optim_t 0.346] [lr 0.002435] [CE 4.301 (4.237)] [KD 3.533 (3.480)] +2024-10-16 20:05:51,905 - Train: 28.73% [359450/1251000] [287.3/1000.0] [batch_t 0.486 (0.414)] [data_t 0.142] [optim_t 0.343] [lr 0.002435] [CE 4.468 (4.180)] [KD 3.399 (3.387)] +2024-10-16 20:06:12,460 - Train: 28.74% [359500/1251000] [287.4/1000.0] [batch_t 0.477 (0.411)] [data_t 0.136] [optim_t 0.342] [lr 0.002435] [CE 4.186 (4.259)] [KD 3.306 (3.442)] +2024-10-16 20:06:33,456 - Train: 28.74% [359550/1251000] [287.4/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.002435] [CE 4.463 (4.294)] [KD 3.522 (3.389)] +2024-10-16 20:06:54,852 - Train: 28.75% [359600/1251000] [287.5/1000.0] [batch_t 0.377 (0.428)] [data_t 0.034] [optim_t 0.343] [lr 0.002435] [CE 4.004 (4.279)] [KD 3.174 (3.444)] +2024-10-16 20:07:16,706 - Train: 28.75% [359650/1251000] [287.5/1000.0] [batch_t 0.451 (0.437)] [data_t 0.110] [optim_t 0.340] [lr 0.002434] [CE 3.701 (4.238)] [KD 3.106 (3.435)] +2024-10-16 20:07:37,829 - Train: 28.75% [359700/1251000] [287.5/1000.0] [batch_t 0.395 (0.422)] [data_t 0.056] [optim_t 0.339] [lr 0.002434] [CE 4.272 (4.268)] [KD 3.498 (3.407)] +2024-10-16 20:07:58,721 - Train: 28.76% [359750/1251000] [287.6/1000.0] [batch_t 0.360 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.002434] [CE 4.369 (4.226)] [KD 3.422 (3.416)] +2024-10-16 20:08:20,194 - Train: 28.76% [359800/1251000] [287.6/1000.0] [batch_t 0.445 (0.429)] [data_t 0.015] [optim_t 0.430] [lr 0.002434] [CE 4.152 (4.208)] [KD 3.307 (3.432)] +2024-10-16 20:08:41,629 - Train: 28.76% [359850/1251000] [287.6/1000.0] [batch_t 0.438 (0.429)] [data_t 0.015] [optim_t 0.423] [lr 0.002434] [CE 4.088 (4.325)] [KD 3.298 (3.472)] +2024-10-16 20:09:02,586 - Train: 28.77% [359900/1251000] [287.7/1000.0] [batch_t 0.437 (0.419)] [data_t 0.015] [optim_t 0.421] [lr 0.002434] [CE 4.454 (4.196)] [KD 3.673 (3.462)] +2024-10-16 20:09:24,057 - Train: 28.77% [359950/1251000] [287.7/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.002434] [CE 3.783 (4.284)] [KD 3.327 (3.487)] +2024-10-16 20:09:45,185 - Train: 28.78% [360000/1251000] [287.8/1000.0] [batch_t 0.411 (0.422)] [data_t 0.015] [optim_t 0.396] [lr 0.002433] [CE 3.877 (4.280)] [KD 3.521 (3.442)] +2024-10-16 20:10:06,016 - Train: 28.78% [360050/1251000] [287.8/1000.0] [batch_t 0.426 (0.417)] [data_t 0.015] [optim_t 0.411] [lr 0.002433] [CE 4.793 (4.291)] [KD 3.586 (3.433)] +2024-10-16 20:10:27,022 - Train: 28.78% [360100/1251000] [287.8/1000.0] [batch_t 0.361 (0.420)] [data_t 0.016] [optim_t 0.345] [lr 0.002433] [CE 4.305 (4.225)] [KD 3.577 (3.433)] +2024-10-16 20:10:48,010 - Train: 28.79% [360150/1251000] [287.9/1000.0] [batch_t 0.433 (0.420)] [data_t 0.015] [optim_t 0.418] [lr 0.002433] [CE 4.060 (4.236)] [KD 3.406 (3.439)] +2024-10-16 20:11:09,307 - Train: 28.79% [360200/1251000] [287.9/1000.0] [batch_t 0.463 (0.426)] [data_t 0.015] [optim_t 0.447] [lr 0.002433] [CE 4.132 (4.314)] [KD 3.195 (3.504)] +2024-10-16 20:11:31,020 - Train: 28.80% [360250/1251000] [288.0/1000.0] [batch_t 0.444 (0.434)] [data_t 0.015] [optim_t 0.429] [lr 0.002433] [CE 3.843 (4.311)] [KD 3.185 (3.462)] +2024-10-16 20:12:07,175 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 37979] [top5_cnt 46607] [top_all 50000] +2024-10-16 20:12:07,176 - net: 75.958 (93.214) +2024-10-16 20:12:28,077 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 39923] [top5_cnt 47495] [top_all 50000] +2024-10-16 20:12:28,078 - net_E: 79.846 (94.990) +2024-10-16 20:12:28,224 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.846 (epoch: 288)] +2024-10-16 20:12:28,225 - ==> Total time: 1 day, 20:30:36 Eta: 4 days, 14:02:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 20:12:41,200 - Train: 28.80% [360300/1251000] [288.0/1000.0] [batch_t 0.361 (0.588)] [data_t 0.015] [optim_t 0.345] [lr 0.002432] [CE 3.942 (4.238)] [KD 3.322 (3.383)] +2024-10-16 20:13:01,358 - Train: 28.80% [360350/1251000] [288.0/1000.0] [batch_t 0.422 (0.403)] [data_t 0.077] [optim_t 0.345] [lr 0.002432] [CE 4.116 (4.281)] [KD 3.190 (3.422)] +2024-10-16 20:13:23,377 - Train: 28.81% [360400/1251000] [288.1/1000.0] [batch_t 0.420 (0.440)] [data_t 0.074] [optim_t 0.345] [lr 0.002432] [CE 4.000 (4.230)] [KD 3.254 (3.407)] +2024-10-16 20:13:45,436 - Train: 28.81% [360450/1251000] [288.1/1000.0] [batch_t 0.478 (0.441)] [data_t 0.133] [optim_t 0.345] [lr 0.002432] [CE 4.283 (4.279)] [KD 3.260 (3.414)] +2024-10-16 20:14:07,094 - Train: 28.82% [360500/1251000] [288.2/1000.0] [batch_t 0.368 (0.433)] [data_t 0.026] [optim_t 0.341] [lr 0.002432] [CE 4.002 (4.194)] [KD 3.260 (3.362)] +2024-10-16 20:14:28,860 - Train: 28.82% [360550/1251000] [288.2/1000.0] [batch_t 0.434 (0.435)] [data_t 0.015] [optim_t 0.419] [lr 0.002432] [CE 4.368 (4.277)] [KD 3.523 (3.402)] +2024-10-16 20:14:49,977 - Train: 28.82% [360600/1251000] [288.2/1000.0] [batch_t 0.387 (0.422)] [data_t 0.015] [optim_t 0.371] [lr 0.002432] [CE 3.920 (4.269)] [KD 3.427 (3.429)] +2024-10-16 20:15:11,156 - Train: 28.83% [360650/1251000] [288.3/1000.0] [batch_t 0.448 (0.423)] [data_t 0.105] [optim_t 0.343] [lr 0.002431] [CE 4.311 (4.313)] [KD 3.433 (3.457)] +2024-10-16 20:15:32,303 - Train: 28.83% [360700/1251000] [288.3/1000.0] [batch_t 0.396 (0.423)] [data_t 0.050] [optim_t 0.346] [lr 0.002431] [CE 3.874 (4.310)] [KD 3.155 (3.457)] +2024-10-16 20:15:53,128 - Train: 28.84% [360750/1251000] [288.4/1000.0] [batch_t 0.449 (0.416)] [data_t 0.106] [optim_t 0.343] [lr 0.002431] [CE 4.779 (4.269)] [KD 3.497 (3.463)] +2024-10-16 20:16:14,151 - Train: 28.84% [360800/1251000] [288.4/1000.0] [batch_t 0.439 (0.420)] [data_t 0.095] [optim_t 0.344] [lr 0.002431] [CE 3.826 (4.294)] [KD 3.399 (3.461)] +2024-10-16 20:16:35,527 - Train: 28.84% [360850/1251000] [288.4/1000.0] [batch_t 0.447 (0.427)] [data_t 0.015] [optim_t 0.432] [lr 0.002431] [CE 4.305 (4.322)] [KD 3.445 (3.475)] +2024-10-16 20:16:57,473 - Train: 28.85% [360900/1251000] [288.5/1000.0] [batch_t 0.478 (0.439)] [data_t 0.016] [optim_t 0.463] [lr 0.002431] [CE 4.091 (4.269)] [KD 3.352 (3.416)] +2024-10-16 20:17:19,398 - Train: 28.85% [360950/1251000] [288.5/1000.0] [batch_t 0.404 (0.438)] [data_t 0.015] [optim_t 0.389] [lr 0.002431] [CE 4.549 (4.240)] [KD 3.667 (3.454)] +2024-10-16 20:17:41,104 - Train: 28.86% [361000/1251000] [288.6/1000.0] [batch_t 0.460 (0.434)] [data_t 0.015] [optim_t 0.444] [lr 0.002430] [CE 4.740 (4.272)] [KD 3.597 (3.457)] +2024-10-16 20:18:02,776 - Train: 28.86% [361050/1251000] [288.6/1000.0] [batch_t 0.383 (0.433)] [data_t 0.015] [optim_t 0.368] [lr 0.002430] [CE 4.257 (4.236)] [KD 3.622 (3.422)] +2024-10-16 20:18:23,913 - Train: 28.86% [361100/1251000] [288.6/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.002430] [CE 4.160 (4.252)] [KD 3.509 (3.474)] +2024-10-16 20:18:44,944 - Train: 28.87% [361150/1251000] [288.7/1000.0] [batch_t 0.400 (0.420)] [data_t 0.016] [optim_t 0.384] [lr 0.002430] [CE 4.369 (4.246)] [KD 3.375 (3.441)] +2024-10-16 20:19:06,251 - Train: 28.87% [361200/1251000] [288.7/1000.0] [batch_t 0.438 (0.426)] [data_t 0.015] [optim_t 0.423] [lr 0.002430] [CE 4.134 (4.315)] [KD 3.285 (3.449)] +2024-10-16 20:19:27,613 - Train: 28.88% [361250/1251000] [288.8/1000.0] [batch_t 0.392 (0.427)] [data_t 0.015] [optim_t 0.377] [lr 0.002430] [CE 4.543 (4.249)] [KD 3.518 (3.426)] +2024-10-16 20:19:49,755 - Train: 28.88% [361300/1251000] [288.8/1000.0] [batch_t 0.442 (0.443)] [data_t 0.015] [optim_t 0.427] [lr 0.002430] [CE 4.400 (4.189)] [KD 3.474 (3.329)] +2024-10-16 20:20:11,769 - Train: 28.88% [361350/1251000] [288.8/1000.0] [batch_t 0.447 (0.440)] [data_t 0.015] [optim_t 0.432] [lr 0.002429] [CE 4.016 (4.313)] [KD 3.313 (3.500)] +2024-10-16 20:20:33,925 - Train: 28.89% [361400/1251000] [288.9/1000.0] [batch_t 0.463 (0.443)] [data_t 0.015] [optim_t 0.447] [lr 0.002429] [CE 4.529 (4.245)] [KD 3.538 (3.391)] +2024-10-16 20:20:55,687 - Train: 28.89% [361450/1251000] [288.9/1000.0] [batch_t 0.383 (0.435)] [data_t 0.015] [optim_t 0.368] [lr 0.002429] [CE 4.583 (4.249)] [KD 3.421 (3.424)] +2024-10-16 20:21:16,952 - Train: 28.90% [361500/1251000] [289.0/1000.0] [batch_t 0.472 (0.425)] [data_t 0.016] [optim_t 0.456] [lr 0.002429] [CE 4.599 (4.286)] [KD 3.639 (3.411)] +2024-10-16 20:21:53,659 - Test (net): 100.00% [50/50] [batch_t 0.146 (0.416)] [top1_cnt 37594] [top5_cnt 46415] [top_all 50000] +2024-10-16 20:21:53,660 - net: 75.188 (92.830) +2024-10-16 20:22:15,157 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 39913] [top5_cnt 47511] [top_all 50000] +2024-10-16 20:22:15,158 - net_E: 79.826 (95.022) +2024-10-16 20:22:15,304 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.846 (epoch: 288)] +2024-10-16 20:22:15,305 - ==> Total time: 1 day, 20:40:23 Eta: 4 days, 13:54:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 20:22:25,548 - Train: 28.90% [361550/1251000] [289.0/1000.0] [batch_t 0.368 (0.794)] [data_t 0.016] [optim_t 0.353] [lr 0.002429] [CE 4.005 (4.270)] [KD 3.144 (3.471)] +2024-10-16 20:22:46,272 - Train: 28.90% [361600/1251000] [289.0/1000.0] [batch_t 0.467 (0.414)] [data_t 0.015] [optim_t 0.452] [lr 0.002429] [CE 4.108 (4.202)] [KD 3.191 (3.348)] +2024-10-16 20:23:08,492 - Train: 28.91% [361650/1251000] [289.1/1000.0] [batch_t 0.482 (0.444)] [data_t 0.015] [optim_t 0.466] [lr 0.002429] [CE 3.805 (4.272)] [KD 3.026 (3.397)] +2024-10-16 20:23:29,121 - Train: 28.91% [361700/1251000] [289.1/1000.0] [batch_t 0.389 (0.412)] [data_t 0.015] [optim_t 0.374] [lr 0.002428] [CE 4.835 (4.282)] [KD 3.659 (3.434)] +2024-10-16 20:23:50,088 - Train: 28.92% [361750/1251000] [289.2/1000.0] [batch_t 0.415 (0.419)] [data_t 0.015] [optim_t 0.399] [lr 0.002428] [CE 3.945 (4.186)] [KD 3.409 (3.387)] +2024-10-16 20:24:10,526 - Train: 28.92% [361800/1251000] [289.2/1000.0] [batch_t 0.417 (0.409)] [data_t 0.015] [optim_t 0.402] [lr 0.002428] [CE 4.725 (4.260)] [KD 3.757 (3.445)] +2024-10-16 20:24:31,581 - Train: 28.92% [361850/1251000] [289.2/1000.0] [batch_t 0.451 (0.421)] [data_t 0.106] [optim_t 0.345] [lr 0.002428] [CE 4.028 (4.314)] [KD 3.345 (3.456)] +2024-10-16 20:24:52,437 - Train: 28.93% [361900/1251000] [289.3/1000.0] [batch_t 0.413 (0.417)] [data_t 0.069] [optim_t 0.344] [lr 0.002428] [CE 4.263 (4.311)] [KD 3.385 (3.481)] +2024-10-16 20:25:13,289 - Train: 28.93% [361950/1251000] [289.3/1000.0] [batch_t 0.417 (0.417)] [data_t 0.072] [optim_t 0.345] [lr 0.002428] [CE 4.460 (4.180)] [KD 3.326 (3.374)] +2024-10-16 20:25:33,885 - Train: 28.94% [362000/1251000] [289.4/1000.0] [batch_t 0.454 (0.412)] [data_t 0.109] [optim_t 0.345] [lr 0.002427] [CE 4.360 (4.247)] [KD 3.600 (3.373)] +2024-10-16 20:25:54,883 - Train: 28.94% [362050/1251000] [289.4/1000.0] [batch_t 0.394 (0.420)] [data_t 0.053] [optim_t 0.341] [lr 0.002427] [CE 3.708 (4.187)] [KD 3.197 (3.430)] +2024-10-16 20:26:16,117 - Train: 28.94% [362100/1251000] [289.4/1000.0] [batch_t 0.421 (0.425)] [data_t 0.079] [optim_t 0.342] [lr 0.002427] [CE 4.779 (4.307)] [KD 3.533 (3.478)] +2024-10-16 20:26:36,744 - Train: 28.95% [362150/1251000] [289.5/1000.0] [batch_t 0.449 (0.412)] [data_t 0.105] [optim_t 0.344] [lr 0.002427] [CE 4.216 (4.225)] [KD 3.548 (3.417)] +2024-10-16 20:26:57,629 - Train: 28.95% [362200/1251000] [289.5/1000.0] [batch_t 0.381 (0.418)] [data_t 0.036] [optim_t 0.345] [lr 0.002427] [CE 4.533 (4.266)] [KD 3.563 (3.439)] +2024-10-16 20:27:18,420 - Train: 28.96% [362250/1251000] [289.6/1000.0] [batch_t 0.474 (0.416)] [data_t 0.129] [optim_t 0.345] [lr 0.002427] [CE 4.395 (4.257)] [KD 3.387 (3.417)] +2024-10-16 20:27:39,225 - Train: 28.96% [362300/1251000] [289.6/1000.0] [batch_t 0.424 (0.416)] [data_t 0.080] [optim_t 0.344] [lr 0.002427] [CE 4.528 (4.193)] [KD 3.651 (3.407)] +2024-10-16 20:28:00,286 - Train: 28.96% [362350/1251000] [289.6/1000.0] [batch_t 0.421 (0.421)] [data_t 0.076] [optim_t 0.344] [lr 0.002426] [CE 4.812 (4.253)] [KD 3.683 (3.478)] +2024-10-16 20:28:21,234 - Train: 28.97% [362400/1251000] [289.7/1000.0] [batch_t 0.386 (0.419)] [data_t 0.045] [optim_t 0.341] [lr 0.002426] [CE 4.283 (4.224)] [KD 3.388 (3.458)] +2024-10-16 20:28:42,627 - Train: 28.97% [362450/1251000] [289.7/1000.0] [batch_t 0.470 (0.428)] [data_t 0.015] [optim_t 0.454] [lr 0.002426] [CE 4.481 (4.233)] [KD 3.527 (3.435)] +2024-10-16 20:29:04,772 - Train: 28.98% [362500/1251000] [289.8/1000.0] [batch_t 0.406 (0.443)] [data_t 0.015] [optim_t 0.391] [lr 0.002426] [CE 4.152 (4.229)] [KD 3.409 (3.468)] +2024-10-16 20:29:25,832 - Train: 28.98% [362550/1251000] [289.8/1000.0] [batch_t 0.452 (0.421)] [data_t 0.015] [optim_t 0.437] [lr 0.002426] [CE 3.948 (4.300)] [KD 3.281 (3.439)] +2024-10-16 20:29:46,379 - Train: 28.98% [362600/1251000] [289.8/1000.0] [batch_t 0.362 (0.411)] [data_t 0.015] [optim_t 0.347] [lr 0.002426] [CE 4.429 (4.238)] [KD 3.445 (3.377)] +2024-10-16 20:30:07,305 - Train: 28.99% [362650/1251000] [289.9/1000.0] [batch_t 0.432 (0.418)] [data_t 0.015] [optim_t 0.416] [lr 0.002426] [CE 3.673 (4.252)] [KD 3.134 (3.408)] +2024-10-16 20:30:27,734 - Train: 28.99% [362700/1251000] [289.9/1000.0] [batch_t 0.438 (0.408)] [data_t 0.095] [optim_t 0.343] [lr 0.002425] [CE 4.547 (4.239)] [KD 3.448 (3.434)] +2024-10-16 20:30:48,507 - Train: 29.00% [362750/1251000] [290.0/1000.0] [batch_t 0.414 (0.415)] [data_t 0.071] [optim_t 0.343] [lr 0.002425] [CE 4.545 (4.343)] [KD 3.507 (3.469)] +2024-10-16 20:31:26,142 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.428)] [top1_cnt 37467] [top5_cnt 46298] [top_all 50000] +2024-10-16 20:31:26,142 - net: 74.934 (92.596) +2024-10-16 20:31:47,377 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 39921] [top5_cnt 47501] [top_all 50000] +2024-10-16 20:31:47,378 - net_E: 79.842 (95.002) +2024-10-16 20:31:47,575 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.846 (epoch: 288)] +2024-10-16 20:31:47,575 - ==> Total time: 1 day, 20:49:56 Eta: 4 days, 13:45:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 20:31:57,627 - Train: 29.00% [362800/1251000] [290.0/1000.0] [batch_t 0.359 (0.868)] [data_t 0.015] [optim_t 0.344] [lr 0.002425] [CE 4.084 (4.207)] [KD 3.329 (3.353)] +2024-10-16 20:32:16,783 - Train: 29.00% [362850/1251000] [290.0/1000.0] [batch_t 0.422 (0.383)] [data_t 0.015] [optim_t 0.406] [lr 0.002425] [CE 3.996 (4.292)] [KD 3.309 (3.448)] +2024-10-16 20:32:37,990 - Train: 29.01% [362900/1251000] [290.1/1000.0] [batch_t 0.454 (0.424)] [data_t 0.016] [optim_t 0.439] [lr 0.002425] [CE 4.006 (4.283)] [KD 3.351 (3.446)] +2024-10-16 20:32:59,053 - Train: 29.01% [362950/1251000] [290.1/1000.0] [batch_t 0.411 (0.421)] [data_t 0.015] [optim_t 0.395] [lr 0.002425] [CE 4.251 (4.263)] [KD 3.232 (3.413)] +2024-10-16 20:33:20,827 - Train: 29.02% [363000/1251000] [290.2/1000.0] [batch_t 0.448 (0.435)] [data_t 0.103] [optim_t 0.345] [lr 0.002425] [CE 4.395 (4.248)] [KD 3.729 (3.443)] +2024-10-16 20:33:42,023 - Train: 29.02% [363050/1251000] [290.2/1000.0] [batch_t 0.427 (0.424)] [data_t 0.085] [optim_t 0.342] [lr 0.002424] [CE 4.383 (4.344)] [KD 3.612 (3.455)] +2024-10-16 20:34:02,826 - Train: 29.02% [363100/1251000] [290.2/1000.0] [batch_t 0.391 (0.416)] [data_t 0.039] [optim_t 0.352] [lr 0.002424] [CE 3.439 (4.175)] [KD 2.944 (3.424)] +2024-10-16 20:34:23,948 - Train: 29.03% [363150/1251000] [290.3/1000.0] [batch_t 0.450 (0.422)] [data_t 0.099] [optim_t 0.351] [lr 0.002424] [CE 3.744 (4.278)] [KD 3.168 (3.492)] +2024-10-16 20:34:44,726 - Train: 29.03% [363200/1251000] [290.3/1000.0] [batch_t 0.364 (0.415)] [data_t 0.016] [optim_t 0.348] [lr 0.002424] [CE 3.901 (4.274)] [KD 3.390 (3.406)] +2024-10-16 20:35:05,842 - Train: 29.04% [363250/1251000] [290.4/1000.0] [batch_t 0.492 (0.422)] [data_t 0.065] [optim_t 0.427] [lr 0.002424] [CE 4.553 (4.229)] [KD 3.532 (3.410)] +2024-10-16 20:35:26,534 - Train: 29.04% [363300/1251000] [290.4/1000.0] [batch_t 0.407 (0.414)] [data_t 0.060] [optim_t 0.347] [lr 0.002424] [CE 4.680 (4.220)] [KD 3.506 (3.373)] +2024-10-16 20:35:47,668 - Train: 29.04% [363350/1251000] [290.4/1000.0] [batch_t 0.468 (0.423)] [data_t 0.015] [optim_t 0.452] [lr 0.002424] [CE 3.979 (4.257)] [KD 3.281 (3.438)] +2024-10-16 20:36:09,031 - Train: 29.05% [363400/1251000] [290.5/1000.0] [batch_t 0.446 (0.427)] [data_t 0.016] [optim_t 0.430] [lr 0.002423] [CE 4.352 (4.242)] [KD 3.443 (3.406)] +2024-10-16 20:36:30,205 - Train: 29.05% [363450/1251000] [290.5/1000.0] [batch_t 0.411 (0.423)] [data_t 0.016] [optim_t 0.396] [lr 0.002423] [CE 3.561 (4.251)] [KD 2.992 (3.443)] +2024-10-16 20:36:51,329 - Train: 29.06% [363500/1251000] [290.6/1000.0] [batch_t 0.491 (0.422)] [data_t 0.136] [optim_t 0.355] [lr 0.002423] [CE 4.416 (4.282)] [KD 3.561 (3.436)] +2024-10-16 20:37:13,538 - Train: 29.06% [363550/1251000] [290.6/1000.0] [batch_t 0.441 (0.444)] [data_t 0.015] [optim_t 0.426] [lr 0.002423] [CE 4.788 (4.374)] [KD 3.280 (3.469)] +2024-10-16 20:37:34,842 - Train: 29.06% [363600/1251000] [290.6/1000.0] [batch_t 0.421 (0.426)] [data_t 0.016] [optim_t 0.405] [lr 0.002423] [CE 4.059 (4.262)] [KD 3.548 (3.372)] +2024-10-16 20:37:56,348 - Train: 29.07% [363650/1251000] [290.7/1000.0] [batch_t 0.370 (0.430)] [data_t 0.015] [optim_t 0.355] [lr 0.002423] [CE 3.527 (4.331)] [KD 3.078 (3.460)] +2024-10-16 20:38:17,202 - Train: 29.07% [363700/1251000] [290.7/1000.0] [batch_t 0.451 (0.417)] [data_t 0.016] [optim_t 0.436] [lr 0.002422] [CE 4.064 (4.268)] [KD 3.150 (3.456)] +2024-10-16 20:38:37,781 - Train: 29.08% [363750/1251000] [290.8/1000.0] [batch_t 0.440 (0.411)] [data_t 0.016] [optim_t 0.424] [lr 0.002422] [CE 3.859 (4.290)] [KD 3.163 (3.428)] +2024-10-16 20:38:59,388 - Train: 29.08% [363800/1251000] [290.8/1000.0] [batch_t 0.419 (0.432)] [data_t 0.016] [optim_t 0.403] [lr 0.002422] [CE 4.220 (4.219)] [KD 3.189 (3.402)] +2024-10-16 20:39:21,149 - Train: 29.08% [363850/1251000] [290.8/1000.0] [batch_t 0.460 (0.435)] [data_t 0.015] [optim_t 0.444] [lr 0.002422] [CE 4.557 (4.194)] [KD 3.807 (3.446)] +2024-10-16 20:39:42,465 - Train: 29.09% [363900/1251000] [290.9/1000.0] [batch_t 0.445 (0.426)] [data_t 0.015] [optim_t 0.430] [lr 0.002422] [CE 4.013 (4.296)] [KD 3.319 (3.468)] +2024-10-16 20:40:04,240 - Train: 29.09% [363950/1251000] [290.9/1000.0] [batch_t 0.390 (0.435)] [data_t 0.016] [optim_t 0.375] [lr 0.002422] [CE 4.127 (4.312)] [KD 3.498 (3.465)] +2024-10-16 20:40:24,931 - Train: 29.10% [364000/1251000] [291.0/1000.0] [batch_t 0.410 (0.414)] [data_t 0.016] [optim_t 0.394] [lr 0.002422] [CE 4.348 (4.145)] [KD 3.372 (3.374)] +2024-10-16 20:41:02,123 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 37322] [top5_cnt 46223] [top_all 50000] +2024-10-16 20:41:02,123 - net: 74.644 (92.446) +2024-10-16 20:41:23,364 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 39896] [top5_cnt 47515] [top_all 50000] +2024-10-16 20:41:23,364 - net_E: 79.792 (95.030) +2024-10-16 20:41:23,535 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.846 (epoch: 288)] +2024-10-16 20:41:23,535 - ==> Total time: 1 day, 20:59:32 Eta: 4 days, 13:37:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 20:41:32,927 - Train: 29.10% [364050/1251000] [291.0/1000.0] [batch_t 0.358 (0.884)] [data_t 0.015] [optim_t 0.343] [lr 0.002421] [CE 4.487 (4.335)] [KD 3.681 (3.518)] +2024-10-16 20:41:52,602 - Train: 29.10% [364100/1251000] [291.0/1000.0] [batch_t 0.363 (0.393)] [data_t 0.016] [optim_t 0.348] [lr 0.002421] [CE 4.646 (4.256)] [KD 3.746 (3.414)] +2024-10-16 20:42:13,133 - Train: 29.11% [364150/1251000] [291.1/1000.0] [batch_t 0.405 (0.411)] [data_t 0.015] [optim_t 0.390] [lr 0.002421] [CE 4.260 (4.246)] [KD 3.404 (3.442)] +2024-10-16 20:42:35,089 - Train: 29.11% [364200/1251000] [291.1/1000.0] [batch_t 0.449 (0.439)] [data_t 0.015] [optim_t 0.433] [lr 0.002421] [CE 4.683 (4.238)] [KD 3.743 (3.380)] +2024-10-16 20:42:55,620 - Train: 29.12% [364250/1251000] [291.2/1000.0] [batch_t 0.405 (0.411)] [data_t 0.016] [optim_t 0.389] [lr 0.002421] [CE 4.620 (4.215)] [KD 3.451 (3.395)] +2024-10-16 20:43:17,410 - Train: 29.12% [364300/1251000] [291.2/1000.0] [batch_t 0.379 (0.436)] [data_t 0.015] [optim_t 0.364] [lr 0.002421] [CE 4.306 (4.244)] [KD 3.543 (3.403)] +2024-10-16 20:43:37,734 - Train: 29.12% [364350/1251000] [291.2/1000.0] [batch_t 0.478 (0.406)] [data_t 0.015] [optim_t 0.462] [lr 0.002421] [CE 4.539 (4.195)] [KD 3.574 (3.383)] +2024-10-16 20:43:58,575 - Train: 29.13% [364400/1251000] [291.3/1000.0] [batch_t 0.432 (0.417)] [data_t 0.016] [optim_t 0.416] [lr 0.002420] [CE 3.976 (4.207)] [KD 3.325 (3.334)] +2024-10-16 20:44:20,769 - Train: 29.13% [364450/1251000] [291.3/1000.0] [batch_t 0.405 (0.444)] [data_t 0.015] [optim_t 0.389] [lr 0.002420] [CE 4.259 (4.239)] [KD 3.509 (3.458)] +2024-10-16 20:44:42,165 - Train: 29.14% [364500/1251000] [291.4/1000.0] [batch_t 0.395 (0.428)] [data_t 0.015] [optim_t 0.379] [lr 0.002420] [CE 4.285 (4.306)] [KD 3.307 (3.497)] +2024-10-16 20:45:03,735 - Train: 29.14% [364550/1251000] [291.4/1000.0] [batch_t 0.383 (0.431)] [data_t 0.015] [optim_t 0.368] [lr 0.002420] [CE 4.083 (4.271)] [KD 3.196 (3.384)] +2024-10-16 20:45:25,003 - Train: 29.14% [364600/1251000] [291.4/1000.0] [batch_t 0.375 (0.425)] [data_t 0.015] [optim_t 0.359] [lr 0.002420] [CE 4.190 (4.183)] [KD 3.648 (3.399)] +2024-10-16 20:45:46,610 - Train: 29.15% [364650/1251000] [291.5/1000.0] [batch_t 0.406 (0.432)] [data_t 0.015] [optim_t 0.391] [lr 0.002420] [CE 4.557 (4.270)] [KD 3.436 (3.426)] +2024-10-16 20:46:07,246 - Train: 29.15% [364700/1251000] [291.5/1000.0] [batch_t 0.427 (0.413)] [data_t 0.015] [optim_t 0.412] [lr 0.002420] [CE 3.974 (4.237)] [KD 3.337 (3.392)] +2024-10-16 20:46:27,919 - Train: 29.16% [364750/1251000] [291.6/1000.0] [batch_t 0.376 (0.413)] [data_t 0.015] [optim_t 0.361] [lr 0.002419] [CE 4.378 (4.334)] [KD 3.720 (3.449)] +2024-10-16 20:46:48,864 - Train: 29.16% [364800/1251000] [291.6/1000.0] [batch_t 0.448 (0.419)] [data_t 0.016] [optim_t 0.433] [lr 0.002419] [CE 4.350 (4.236)] [KD 3.302 (3.371)] +2024-10-16 20:47:10,136 - Train: 29.16% [364850/1251000] [291.6/1000.0] [batch_t 0.400 (0.425)] [data_t 0.015] [optim_t 0.384] [lr 0.002419] [CE 4.382 (4.254)] [KD 3.434 (3.433)] +2024-10-16 20:47:31,540 - Train: 29.17% [364900/1251000] [291.7/1000.0] [batch_t 0.434 (0.428)] [data_t 0.016] [optim_t 0.418] [lr 0.002419] [CE 4.252 (4.237)] [KD 3.503 (3.442)] +2024-10-16 20:47:53,275 - Train: 29.17% [364950/1251000] [291.7/1000.0] [batch_t 0.447 (0.435)] [data_t 0.015] [optim_t 0.431] [lr 0.002419] [CE 4.386 (4.272)] [KD 3.263 (3.429)] +2024-10-16 20:48:14,766 - Train: 29.18% [365000/1251000] [291.8/1000.0] [batch_t 0.422 (0.430)] [data_t 0.015] [optim_t 0.406] [lr 0.002419] [CE 4.560 (4.317)] [KD 3.628 (3.450)] +2024-10-16 20:48:36,863 - Train: 29.18% [365050/1251000] [291.8/1000.0] [batch_t 0.437 (0.442)] [data_t 0.015] [optim_t 0.422] [lr 0.002418] [CE 4.230 (4.287)] [KD 3.462 (3.446)] +2024-10-16 20:48:58,462 - Train: 29.18% [365100/1251000] [291.8/1000.0] [batch_t 0.374 (0.432)] [data_t 0.015] [optim_t 0.358] [lr 0.002418] [CE 3.319 (4.271)] [KD 3.136 (3.480)] +2024-10-16 20:49:19,900 - Train: 29.19% [365150/1251000] [291.9/1000.0] [batch_t 0.361 (0.429)] [data_t 0.016] [optim_t 0.345] [lr 0.002418] [CE 4.000 (4.291)] [KD 3.392 (3.434)] +2024-10-16 20:49:40,817 - Train: 29.19% [365200/1251000] [291.9/1000.0] [batch_t 0.422 (0.418)] [data_t 0.015] [optim_t 0.407] [lr 0.002418] [CE 4.045 (4.280)] [KD 3.397 (3.477)] +2024-10-16 20:50:02,017 - Train: 29.20% [365250/1251000] [292.0/1000.0] [batch_t 0.418 (0.424)] [data_t 0.015] [optim_t 0.402] [lr 0.002418] [CE 4.353 (4.183)] [KD 3.377 (3.393)] +2024-10-16 20:50:40,041 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 37570] [top5_cnt 46408] [top_all 50000] +2024-10-16 20:50:40,041 - net: 75.140 (92.816) +2024-10-16 20:51:01,366 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 39898] [top5_cnt 47521] [top_all 50000] +2024-10-16 20:51:01,366 - net_E: 79.796 (95.042) +2024-10-16 20:51:01,512 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.846 (epoch: 288)] +2024-10-16 20:51:01,512 - ==> Total time: 1 day, 21:09:10 Eta: 4 days, 13:28:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 20:51:12,973 - Train: 29.20% [365300/1251000] [292.0/1000.0] [batch_t 0.358 (0.647)] [data_t 0.015] [optim_t 0.342] [lr 0.002418] [CE 3.885 (4.191)] [KD 3.172 (3.371)] +2024-10-16 20:51:32,741 - Train: 29.20% [365350/1251000] [292.0/1000.0] [batch_t 0.363 (0.395)] [data_t 0.015] [optim_t 0.348] [lr 0.002418] [CE 4.381 (4.204)] [KD 3.563 (3.430)] +2024-10-16 20:51:54,758 - Train: 29.21% [365400/1251000] [292.1/1000.0] [batch_t 0.457 (0.440)] [data_t 0.015] [optim_t 0.442] [lr 0.002417] [CE 4.300 (4.298)] [KD 3.519 (3.403)] +2024-10-16 20:52:17,189 - Train: 29.21% [365450/1251000] [292.1/1000.0] [batch_t 0.469 (0.449)] [data_t 0.015] [optim_t 0.454] [lr 0.002417] [CE 4.735 (4.288)] [KD 3.588 (3.367)] +2024-10-16 20:52:38,558 - Train: 29.22% [365500/1251000] [292.2/1000.0] [batch_t 0.359 (0.427)] [data_t 0.015] [optim_t 0.344] [lr 0.002417] [CE 4.151 (4.263)] [KD 3.307 (3.432)] +2024-10-16 20:52:59,944 - Train: 29.22% [365550/1251000] [292.2/1000.0] [batch_t 0.430 (0.428)] [data_t 0.015] [optim_t 0.415] [lr 0.002417] [CE 4.359 (4.258)] [KD 3.418 (3.455)] +2024-10-16 20:53:21,430 - Train: 29.22% [365600/1251000] [292.2/1000.0] [batch_t 0.471 (0.430)] [data_t 0.015] [optim_t 0.455] [lr 0.002417] [CE 4.190 (4.267)] [KD 3.316 (3.445)] +2024-10-16 20:53:42,787 - Train: 29.23% [365650/1251000] [292.3/1000.0] [batch_t 0.384 (0.427)] [data_t 0.015] [optim_t 0.369] [lr 0.002417] [CE 4.087 (4.242)] [KD 3.218 (3.411)] +2024-10-16 20:54:03,795 - Train: 29.23% [365700/1251000] [292.3/1000.0] [batch_t 0.418 (0.420)] [data_t 0.015] [optim_t 0.402] [lr 0.002417] [CE 3.823 (4.251)] [KD 3.313 (3.389)] +2024-10-16 20:54:25,065 - Train: 29.24% [365750/1251000] [292.4/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.344] [lr 0.002416] [CE 4.167 (4.271)] [KD 3.296 (3.415)] +2024-10-16 20:54:45,850 - Train: 29.24% [365800/1251000] [292.4/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.002416] [CE 4.622 (4.189)] [KD 3.446 (3.375)] +2024-10-16 20:55:07,115 - Train: 29.24% [365850/1251000] [292.4/1000.0] [batch_t 0.497 (0.425)] [data_t 0.015] [optim_t 0.482] [lr 0.002416] [CE 4.272 (4.209)] [KD 3.447 (3.425)] +2024-10-16 20:55:28,288 - Train: 29.25% [365900/1251000] [292.5/1000.0] [batch_t 0.399 (0.423)] [data_t 0.015] [optim_t 0.384] [lr 0.002416] [CE 4.418 (4.227)] [KD 3.510 (3.389)] +2024-10-16 20:55:49,278 - Train: 29.25% [365950/1251000] [292.5/1000.0] [batch_t 0.422 (0.420)] [data_t 0.015] [optim_t 0.407] [lr 0.002416] [CE 3.685 (4.252)] [KD 3.280 (3.441)] +2024-10-16 20:56:10,547 - Train: 29.26% [366000/1251000] [292.6/1000.0] [batch_t 0.452 (0.425)] [data_t 0.015] [optim_t 0.436] [lr 0.002416] [CE 3.944 (4.335)] [KD 3.352 (3.479)] +2024-10-16 20:56:31,778 - Train: 29.26% [366050/1251000] [292.6/1000.0] [batch_t 0.442 (0.425)] [data_t 0.015] [optim_t 0.427] [lr 0.002416] [CE 4.845 (4.340)] [KD 3.708 (3.469)] +2024-10-16 20:56:52,909 - Train: 29.26% [366100/1251000] [292.6/1000.0] [batch_t 0.373 (0.423)] [data_t 0.015] [optim_t 0.358] [lr 0.002415] [CE 4.078 (4.224)] [KD 3.311 (3.442)] +2024-10-16 20:57:13,844 - Train: 29.27% [366150/1251000] [292.7/1000.0] [batch_t 0.444 (0.419)] [data_t 0.015] [optim_t 0.429] [lr 0.002415] [CE 4.357 (4.314)] [KD 3.482 (3.461)] +2024-10-16 20:57:35,431 - Train: 29.27% [366200/1251000] [292.7/1000.0] [batch_t 0.447 (0.432)] [data_t 0.015] [optim_t 0.432] [lr 0.002415] [CE 4.063 (4.242)] [KD 3.310 (3.394)] +2024-10-16 20:57:56,625 - Train: 29.28% [366250/1251000] [292.8/1000.0] [batch_t 0.362 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.002415] [CE 4.161 (4.226)] [KD 3.484 (3.379)] +2024-10-16 20:58:17,610 - Train: 29.28% [366300/1251000] [292.8/1000.0] [batch_t 0.390 (0.420)] [data_t 0.016] [optim_t 0.375] [lr 0.002415] [CE 4.542 (4.234)] [KD 3.566 (3.380)] +2024-10-16 20:58:38,539 - Train: 29.28% [366350/1251000] [292.8/1000.0] [batch_t 0.399 (0.418)] [data_t 0.015] [optim_t 0.383] [lr 0.002415] [CE 4.384 (4.310)] [KD 3.467 (3.386)] +2024-10-16 20:58:59,700 - Train: 29.29% [366400/1251000] [292.9/1000.0] [batch_t 0.552 (0.423)] [data_t 0.016] [optim_t 0.536] [lr 0.002414] [CE 4.505 (4.221)] [KD 3.280 (3.344)] +2024-10-16 20:59:20,606 - Train: 29.29% [366450/1251000] [292.9/1000.0] [batch_t 0.382 (0.418)] [data_t 0.015] [optim_t 0.367] [lr 0.002414] [CE 4.211 (4.258)] [KD 3.351 (3.444)] +2024-10-16 20:59:42,071 - Train: 29.30% [366500/1251000] [293.0/1000.0] [batch_t 0.490 (0.429)] [data_t 0.015] [optim_t 0.475] [lr 0.002414] [CE 3.753 (4.206)] [KD 3.205 (3.436)] +2024-10-16 21:00:21,278 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 37898] [top5_cnt 46546] [top_all 50000] +2024-10-16 21:00:21,279 - net: 75.796 (93.092) +2024-10-16 21:00:42,096 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 39886] [top5_cnt 47522] [top_all 50000] +2024-10-16 21:00:42,097 - net_E: 79.772 (95.044) +2024-10-16 21:00:42,241 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.846 (epoch: 288)] +2024-10-16 21:00:42,241 - ==> Total time: 1 day, 21:18:50 Eta: 4 days, 13:20:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 21:00:51,105 - Train: 29.30% [366550/1251000] [293.0/1000.0] [batch_t 0.360 (1.056)] [data_t 0.015] [optim_t 0.345] [lr 0.002414] [CE 4.032 (4.268)] [KD 3.385 (3.376)] +2024-10-16 21:01:09,751 - Train: 29.30% [366600/1251000] [293.0/1000.0] [batch_t 0.496 (0.373)] [data_t 0.016] [optim_t 0.481] [lr 0.002414] [CE 4.171 (4.164)] [KD 3.632 (3.381)] +2024-10-16 21:01:31,252 - Train: 29.31% [366650/1251000] [293.1/1000.0] [batch_t 0.359 (0.430)] [data_t 0.015] [optim_t 0.344] [lr 0.002414] [CE 3.910 (4.338)] [KD 3.200 (3.519)] +2024-10-16 21:01:52,655 - Train: 29.31% [366700/1251000] [293.1/1000.0] [batch_t 0.466 (0.428)] [data_t 0.015] [optim_t 0.451] [lr 0.002414] [CE 4.338 (4.183)] [KD 3.470 (3.432)] +2024-10-16 21:02:13,838 - Train: 29.32% [366750/1251000] [293.2/1000.0] [batch_t 0.443 (0.424)] [data_t 0.015] [optim_t 0.428] [lr 0.002413] [CE 4.290 (4.177)] [KD 3.544 (3.409)] +2024-10-16 21:02:35,202 - Train: 29.32% [366800/1251000] [293.2/1000.0] [batch_t 0.413 (0.427)] [data_t 0.016] [optim_t 0.397] [lr 0.002413] [CE 4.734 (4.267)] [KD 3.483 (3.476)] +2024-10-16 21:02:55,839 - Train: 29.32% [366850/1251000] [293.2/1000.0] [batch_t 0.448 (0.413)] [data_t 0.015] [optim_t 0.432] [lr 0.002413] [CE 4.357 (4.239)] [KD 3.606 (3.385)] +2024-10-16 21:03:16,906 - Train: 29.33% [366900/1251000] [293.3/1000.0] [batch_t 0.364 (0.421)] [data_t 0.016] [optim_t 0.348] [lr 0.002413] [CE 4.196 (4.265)] [KD 3.188 (3.452)] +2024-10-16 21:03:38,154 - Train: 29.33% [366950/1251000] [293.3/1000.0] [batch_t 0.420 (0.425)] [data_t 0.015] [optim_t 0.404] [lr 0.002413] [CE 4.270 (4.255)] [KD 3.432 (3.394)] +2024-10-16 21:03:59,193 - Train: 29.34% [367000/1251000] [293.4/1000.0] [batch_t 0.428 (0.421)] [data_t 0.016] [optim_t 0.412] [lr 0.002413] [CE 3.750 (4.207)] [KD 3.286 (3.391)] +2024-10-16 21:04:20,128 - Train: 29.34% [367050/1251000] [293.4/1000.0] [batch_t 0.362 (0.419)] [data_t 0.015] [optim_t 0.347] [lr 0.002413] [CE 4.172 (4.275)] [KD 3.702 (3.427)] +2024-10-16 21:04:41,020 - Train: 29.34% [367100/1251000] [293.4/1000.0] [batch_t 0.400 (0.418)] [data_t 0.015] [optim_t 0.385] [lr 0.002412] [CE 4.419 (4.315)] [KD 3.590 (3.464)] +2024-10-16 21:05:01,705 - Train: 29.35% [367150/1251000] [293.5/1000.0] [batch_t 0.573 (0.414)] [data_t 0.015] [optim_t 0.557] [lr 0.002412] [CE 3.571 (4.174)] [KD 3.170 (3.345)] +2024-10-16 21:05:22,709 - Train: 29.35% [367200/1251000] [293.5/1000.0] [batch_t 0.409 (0.420)] [data_t 0.016] [optim_t 0.393] [lr 0.002412] [CE 4.186 (4.241)] [KD 3.247 (3.434)] +2024-10-16 21:05:43,736 - Train: 29.36% [367250/1251000] [293.6/1000.0] [batch_t 0.519 (0.420)] [data_t 0.015] [optim_t 0.503] [lr 0.002412] [CE 4.176 (4.280)] [KD 3.536 (3.447)] +2024-10-16 21:06:04,885 - Train: 29.36% [367300/1251000] [293.6/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.002412] [CE 4.691 (4.273)] [KD 3.603 (3.392)] +2024-10-16 21:06:25,889 - Train: 29.36% [367350/1251000] [293.6/1000.0] [batch_t 0.364 (0.420)] [data_t 0.015] [optim_t 0.349] [lr 0.002412] [CE 4.237 (4.214)] [KD 3.568 (3.406)] +2024-10-16 21:06:46,876 - Train: 29.37% [367400/1251000] [293.7/1000.0] [batch_t 0.414 (0.420)] [data_t 0.016] [optim_t 0.398] [lr 0.002412] [CE 3.448 (4.265)] [KD 3.389 (3.462)] +2024-10-16 21:07:08,254 - Train: 29.37% [367450/1251000] [293.7/1000.0] [batch_t 0.396 (0.427)] [data_t 0.015] [optim_t 0.381] [lr 0.002411] [CE 3.898 (4.283)] [KD 3.239 (3.482)] +2024-10-16 21:07:29,550 - Train: 29.38% [367500/1251000] [293.8/1000.0] [batch_t 0.387 (0.426)] [data_t 0.015] [optim_t 0.372] [lr 0.002411] [CE 4.510 (4.320)] [KD 3.646 (3.490)] +2024-10-16 21:07:51,154 - Train: 29.38% [367550/1251000] [293.8/1000.0] [batch_t 0.414 (0.432)] [data_t 0.015] [optim_t 0.399] [lr 0.002411] [CE 4.340 (4.238)] [KD 3.331 (3.450)] +2024-10-16 21:08:12,746 - Train: 29.38% [367600/1251000] [293.8/1000.0] [batch_t 0.419 (0.432)] [data_t 0.015] [optim_t 0.404] [lr 0.002411] [CE 4.117 (4.180)] [KD 3.370 (3.404)] +2024-10-16 21:08:33,770 - Train: 29.39% [367650/1251000] [293.9/1000.0] [batch_t 0.425 (0.420)] [data_t 0.015] [optim_t 0.409] [lr 0.002411] [CE 4.374 (4.280)] [KD 3.772 (3.486)] +2024-10-16 21:08:54,224 - Train: 29.39% [367700/1251000] [293.9/1000.0] [batch_t 0.405 (0.409)] [data_t 0.015] [optim_t 0.389] [lr 0.002411] [CE 4.379 (4.210)] [KD 3.475 (3.481)] +2024-10-16 21:09:16,320 - Train: 29.40% [367750/1251000] [294.0/1000.0] [batch_t 0.416 (0.442)] [data_t 0.015] [optim_t 0.401] [lr 0.002410] [CE 4.043 (4.203)] [KD 3.218 (3.422)] +2024-10-16 21:09:56,605 - Test (net): 100.00% [50/50] [batch_t 0.140 (0.434)] [top1_cnt 37556] [top5_cnt 46385] [top_all 50000] +2024-10-16 21:09:56,606 - net: 75.112 (92.770) +2024-10-16 21:10:18,490 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.431)] [top1_cnt 39902] [top5_cnt 47497] [top_all 50000] +2024-10-16 21:10:18,491 - net_E: 79.804 (94.994) +2024-10-16 21:10:18,648 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.846 (epoch: 288)] +2024-10-16 21:10:18,648 - ==> Total time: 1 day, 21:28:27 Eta: 4 days, 13:12:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 21:10:27,516 - Train: 29.40% [367800/1251000] [294.0/1000.0] [batch_t 0.358 (1.278)] [data_t 0.015] [optim_t 0.343] [lr 0.002410] [CE 4.072 (4.387)] [KD 3.178 (3.461)] +2024-10-16 21:10:46,243 - Train: 29.40% [367850/1251000] [294.0/1000.0] [batch_t 0.414 (0.374)] [data_t 0.016] [optim_t 0.399] [lr 0.002410] [CE 4.897 (4.280)] [KD 3.772 (3.427)] +2024-10-16 21:11:07,503 - Train: 29.41% [367900/1251000] [294.1/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.002410] [CE 4.593 (4.277)] [KD 3.278 (3.420)] +2024-10-16 21:11:28,271 - Train: 29.41% [367950/1251000] [294.1/1000.0] [batch_t 0.497 (0.415)] [data_t 0.015] [optim_t 0.481] [lr 0.002410] [CE 4.215 (4.197)] [KD 3.275 (3.376)] +2024-10-16 21:11:48,707 - Train: 29.42% [368000/1251000] [294.2/1000.0] [batch_t 0.436 (0.409)] [data_t 0.016] [optim_t 0.420] [lr 0.002410] [CE 3.637 (4.248)] [KD 3.089 (3.433)] +2024-10-16 21:12:09,605 - Train: 29.42% [368050/1251000] [294.2/1000.0] [batch_t 0.359 (0.418)] [data_t 0.015] [optim_t 0.344] [lr 0.002410] [CE 3.818 (4.222)] [KD 3.133 (3.399)] +2024-10-16 21:12:29,986 - Train: 29.42% [368100/1251000] [294.2/1000.0] [batch_t 0.397 (0.408)] [data_t 0.015] [optim_t 0.382] [lr 0.002409] [CE 4.440 (4.194)] [KD 3.578 (3.390)] +2024-10-16 21:12:52,142 - Train: 29.43% [368150/1251000] [294.3/1000.0] [batch_t 0.474 (0.443)] [data_t 0.015] [optim_t 0.459] [lr 0.002409] [CE 4.398 (4.249)] [KD 3.541 (3.396)] +2024-10-16 21:13:13,097 - Train: 29.43% [368200/1251000] [294.3/1000.0] [batch_t 0.364 (0.419)] [data_t 0.015] [optim_t 0.349] [lr 0.002409] [CE 4.510 (4.250)] [KD 3.619 (3.401)] +2024-10-16 21:13:34,802 - Train: 29.44% [368250/1251000] [294.4/1000.0] [batch_t 0.399 (0.434)] [data_t 0.016] [optim_t 0.383] [lr 0.002409] [CE 3.998 (4.261)] [KD 3.389 (3.396)] +2024-10-16 21:13:56,503 - Train: 29.44% [368300/1251000] [294.4/1000.0] [batch_t 0.435 (0.434)] [data_t 0.015] [optim_t 0.420] [lr 0.002409] [CE 4.546 (4.282)] [KD 3.449 (3.413)] +2024-10-16 21:14:18,674 - Train: 29.44% [368350/1251000] [294.4/1000.0] [batch_t 0.421 (0.443)] [data_t 0.015] [optim_t 0.405] [lr 0.002409] [CE 4.291 (4.317)] [KD 3.461 (3.445)] +2024-10-16 21:14:39,737 - Train: 29.45% [368400/1251000] [294.5/1000.0] [batch_t 0.464 (0.421)] [data_t 0.016] [optim_t 0.449] [lr 0.002409] [CE 4.289 (4.299)] [KD 3.504 (3.468)] +2024-10-16 21:15:00,958 - Train: 29.45% [368450/1251000] [294.5/1000.0] [batch_t 0.417 (0.424)] [data_t 0.015] [optim_t 0.402] [lr 0.002408] [CE 4.221 (4.353)] [KD 3.407 (3.489)] +2024-10-16 21:15:22,388 - Train: 29.46% [368500/1251000] [294.6/1000.0] [batch_t 0.455 (0.429)] [data_t 0.112] [optim_t 0.343] [lr 0.002408] [CE 3.902 (4.271)] [KD 3.271 (3.458)] +2024-10-16 21:15:44,784 - Train: 29.46% [368550/1251000] [294.6/1000.0] [batch_t 0.464 (0.448)] [data_t 0.120] [optim_t 0.344] [lr 0.002408] [CE 4.302 (4.228)] [KD 3.354 (3.385)] +2024-10-16 21:16:06,848 - Train: 29.46% [368600/1251000] [294.6/1000.0] [batch_t 0.420 (0.441)] [data_t 0.079] [optim_t 0.342] [lr 0.002408] [CE 4.234 (4.194)] [KD 3.454 (3.356)] +2024-10-16 21:16:29,062 - Train: 29.47% [368650/1251000] [294.7/1000.0] [batch_t 0.392 (0.444)] [data_t 0.049] [optim_t 0.343] [lr 0.002408] [CE 4.410 (4.307)] [KD 3.668 (3.488)] +2024-10-16 21:16:51,014 - Train: 29.47% [368700/1251000] [294.7/1000.0] [batch_t 0.415 (0.439)] [data_t 0.073] [optim_t 0.342] [lr 0.002408] [CE 4.250 (4.236)] [KD 3.570 (3.388)] +2024-10-16 21:17:12,673 - Train: 29.48% [368750/1251000] [294.8/1000.0] [batch_t 0.462 (0.433)] [data_t 0.122] [optim_t 0.340] [lr 0.002408] [CE 4.071 (4.187)] [KD 3.440 (3.407)] +2024-10-16 21:17:34,196 - Train: 29.48% [368800/1251000] [294.8/1000.0] [batch_t 0.481 (0.430)] [data_t 0.139] [optim_t 0.341] [lr 0.002407] [CE 4.111 (4.145)] [KD 3.348 (3.425)] +2024-10-16 21:17:56,137 - Train: 29.48% [368850/1251000] [294.8/1000.0] [batch_t 0.380 (0.439)] [data_t 0.038] [optim_t 0.343] [lr 0.002407] [CE 4.466 (4.214)] [KD 3.402 (3.435)] +2024-10-16 21:18:17,708 - Train: 29.49% [368900/1251000] [294.9/1000.0] [batch_t 0.384 (0.431)] [data_t 0.043] [optim_t 0.341] [lr 0.002407] [CE 4.494 (4.231)] [KD 3.497 (3.443)] +2024-10-16 21:18:38,863 - Train: 29.49% [368950/1251000] [294.9/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.343] [lr 0.002407] [CE 4.169 (4.272)] [KD 3.388 (3.424)] +2024-10-16 21:19:00,639 - Train: 29.50% [369000/1251000] [295.0/1000.0] [batch_t 0.358 (0.435)] [data_t 0.015] [optim_t 0.343] [lr 0.002407] [CE 4.305 (4.264)] [KD 3.350 (3.418)] +2024-10-16 21:19:41,085 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.433)] [top1_cnt 37618] [top5_cnt 46484] [top_all 50000] +2024-10-16 21:19:41,085 - net: 75.236 (92.968) +2024-10-16 21:20:03,130 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 39938] [top5_cnt 47514] [top_all 50000] +2024-10-16 21:20:03,130 - net_E: 79.876 (95.028) +2024-10-16 21:20:03,275 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.876 (epoch: 295)] +2024-10-16 21:20:03,276 - ==> Total time: 1 day, 21:38:11 Eta: 4 days, 13:03:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 21:20:13,707 - Train: 29.50% [369050/1251000] [295.0/1000.0] [batch_t 0.362 (0.674)] [data_t 0.015] [optim_t 0.346] [lr 0.002407] [CE 4.882 (4.386)] [KD 3.731 (3.399)] +2024-10-16 21:20:32,986 - Train: 29.50% [369100/1251000] [295.0/1000.0] [batch_t 0.498 (0.385)] [data_t 0.156] [optim_t 0.342] [lr 0.002406] [CE 4.495 (4.227)] [KD 3.437 (3.403)] +2024-10-16 21:20:54,227 - Train: 29.51% [369150/1251000] [295.1/1000.0] [batch_t 0.419 (0.425)] [data_t 0.078] [optim_t 0.341] [lr 0.002406] [CE 3.964 (4.273)] [KD 3.237 (3.409)] +2024-10-16 21:21:15,460 - Train: 29.51% [369200/1251000] [295.1/1000.0] [batch_t 0.420 (0.425)] [data_t 0.080] [optim_t 0.340] [lr 0.002406] [CE 4.365 (4.176)] [KD 3.538 (3.379)] +2024-10-16 21:21:36,509 - Train: 29.52% [369250/1251000] [295.2/1000.0] [batch_t 0.372 (0.421)] [data_t 0.029] [optim_t 0.343] [lr 0.002406] [CE 4.248 (4.265)] [KD 3.479 (3.401)] +2024-10-16 21:21:57,585 - Train: 29.52% [369300/1251000] [295.2/1000.0] [batch_t 0.359 (0.421)] [data_t 0.016] [optim_t 0.344] [lr 0.002406] [CE 4.605 (4.249)] [KD 3.616 (3.437)] +2024-10-16 21:22:18,756 - Train: 29.52% [369350/1251000] [295.2/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.002406] [CE 4.390 (4.252)] [KD 3.385 (3.443)] +2024-10-16 21:22:40,171 - Train: 29.53% [369400/1251000] [295.3/1000.0] [batch_t 0.425 (0.428)] [data_t 0.015] [optim_t 0.410] [lr 0.002406] [CE 4.271 (4.215)] [KD 3.204 (3.351)] +2024-10-16 21:23:01,752 - Train: 29.53% [369450/1251000] [295.3/1000.0] [batch_t 0.433 (0.432)] [data_t 0.015] [optim_t 0.418] [lr 0.002405] [CE 4.377 (4.253)] [KD 3.487 (3.409)] +2024-10-16 21:23:22,702 - Train: 29.54% [369500/1251000] [295.4/1000.0] [batch_t 0.360 (0.419)] [data_t 0.016] [optim_t 0.344] [lr 0.002405] [CE 4.439 (4.278)] [KD 3.361 (3.339)] +2024-10-16 21:23:43,624 - Train: 29.54% [369550/1251000] [295.4/1000.0] [batch_t 0.453 (0.418)] [data_t 0.015] [optim_t 0.437] [lr 0.002405] [CE 4.199 (4.295)] [KD 3.373 (3.438)] +2024-10-16 21:24:04,575 - Train: 29.54% [369600/1251000] [295.4/1000.0] [batch_t 0.398 (0.419)] [data_t 0.015] [optim_t 0.383] [lr 0.002405] [CE 4.528 (4.222)] [KD 3.572 (3.415)] +2024-10-16 21:24:25,411 - Train: 29.55% [369650/1251000] [295.5/1000.0] [batch_t 0.408 (0.417)] [data_t 0.015] [optim_t 0.392] [lr 0.002405] [CE 4.413 (4.249)] [KD 3.420 (3.432)] +2024-10-16 21:24:46,539 - Train: 29.55% [369700/1251000] [295.5/1000.0] [batch_t 0.413 (0.422)] [data_t 0.015] [optim_t 0.398] [lr 0.002405] [CE 4.746 (4.213)] [KD 3.617 (3.344)] +2024-10-16 21:25:08,038 - Train: 29.56% [369750/1251000] [295.6/1000.0] [batch_t 0.414 (0.430)] [data_t 0.015] [optim_t 0.399] [lr 0.002405] [CE 4.387 (4.291)] [KD 3.477 (3.421)] +2024-10-16 21:25:29,254 - Train: 29.56% [369800/1251000] [295.6/1000.0] [batch_t 0.410 (0.424)] [data_t 0.015] [optim_t 0.394] [lr 0.002404] [CE 4.465 (4.309)] [KD 3.496 (3.459)] +2024-10-16 21:25:49,989 - Train: 29.56% [369850/1251000] [295.6/1000.0] [batch_t 0.395 (0.415)] [data_t 0.015] [optim_t 0.380] [lr 0.002404] [CE 4.398 (4.175)] [KD 3.341 (3.395)] +2024-10-16 21:26:11,012 - Train: 29.57% [369900/1251000] [295.7/1000.0] [batch_t 0.509 (0.420)] [data_t 0.015] [optim_t 0.494] [lr 0.002404] [CE 4.406 (4.274)] [KD 3.419 (3.457)] +2024-10-16 21:26:31,865 - Train: 29.57% [369950/1251000] [295.7/1000.0] [batch_t 0.396 (0.417)] [data_t 0.015] [optim_t 0.381] [lr 0.002404] [CE 4.081 (4.193)] [KD 3.346 (3.415)] +2024-10-16 21:26:53,073 - Train: 29.58% [370000/1251000] [295.8/1000.0] [batch_t 0.400 (0.424)] [data_t 0.015] [optim_t 0.385] [lr 0.002404] [CE 4.191 (4.265)] [KD 3.392 (3.430)] +2024-10-16 21:27:14,171 - Train: 29.58% [370050/1251000] [295.8/1000.0] [batch_t 0.364 (0.422)] [data_t 0.015] [optim_t 0.349] [lr 0.002404] [CE 4.586 (4.266)] [KD 3.496 (3.407)] +2024-10-16 21:27:35,147 - Train: 29.58% [370100/1251000] [295.8/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.002403] [CE 4.155 (4.316)] [KD 3.433 (3.477)] +2024-10-16 21:27:56,354 - Train: 29.59% [370150/1251000] [295.9/1000.0] [batch_t 0.364 (0.424)] [data_t 0.015] [optim_t 0.348] [lr 0.002403] [CE 3.999 (4.285)] [KD 3.263 (3.428)] +2024-10-16 21:28:18,191 - Train: 29.59% [370200/1251000] [295.9/1000.0] [batch_t 0.506 (0.437)] [data_t 0.015] [optim_t 0.491] [lr 0.002403] [CE 4.408 (4.292)] [KD 3.281 (3.455)] +2024-10-16 21:28:39,348 - Train: 29.60% [370250/1251000] [296.0/1000.0] [batch_t 0.398 (0.423)] [data_t 0.015] [optim_t 0.383] [lr 0.002403] [CE 4.189 (4.245)] [KD 3.400 (3.452)] +2024-10-16 21:29:19,825 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 37593] [top5_cnt 46414] [top_all 50000] +2024-10-16 21:29:19,825 - net: 75.186 (92.828) +2024-10-16 21:29:41,296 - Test (net_E): 100.00% [50/50] [batch_t 0.137 (0.423)] [top1_cnt 39931] [top5_cnt 47502] [top_all 50000] +2024-10-16 21:29:41,296 - net_E: 79.862 (95.004) +2024-10-16 21:29:41,464 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.876 (epoch: 295)] +2024-10-16 21:29:41,464 - ==> Total time: 1 day, 21:47:50 Eta: 4 days, 12:55:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 21:29:49,888 - Train: 29.60% [370300/1251000] [296.0/1000.0] [batch_t 0.363 (1.697)] [data_t 0.015] [optim_t 0.347] [lr 0.002403] [CE 4.297 (4.154)] [KD 3.349 (3.232)] +2024-10-16 21:30:08,727 - Train: 29.60% [370350/1251000] [296.0/1000.0] [batch_t 0.450 (0.377)] [data_t 0.015] [optim_t 0.435] [lr 0.002403] [CE 4.351 (4.184)] [KD 3.509 (3.342)] +2024-10-16 21:30:30,413 - Train: 29.61% [370400/1251000] [296.1/1000.0] [batch_t 0.557 (0.434)] [data_t 0.015] [optim_t 0.542] [lr 0.002403] [CE 4.243 (4.191)] [KD 3.337 (3.371)] +2024-10-16 21:30:51,576 - Train: 29.61% [370450/1251000] [296.1/1000.0] [batch_t 0.431 (0.423)] [data_t 0.015] [optim_t 0.415] [lr 0.002402] [CE 3.913 (4.209)] [KD 3.124 (3.382)] +2024-10-16 21:31:12,903 - Train: 29.62% [370500/1251000] [296.2/1000.0] [batch_t 0.406 (0.426)] [data_t 0.015] [optim_t 0.390] [lr 0.002402] [CE 3.923 (4.238)] [KD 3.256 (3.386)] +2024-10-16 21:31:34,251 - Train: 29.62% [370550/1251000] [296.2/1000.0] [batch_t 0.401 (0.427)] [data_t 0.015] [optim_t 0.385] [lr 0.002402] [CE 4.061 (4.242)] [KD 3.267 (3.406)] +2024-10-16 21:31:55,419 - Train: 29.62% [370600/1251000] [296.2/1000.0] [batch_t 0.419 (0.423)] [data_t 0.015] [optim_t 0.404] [lr 0.002402] [CE 4.421 (4.229)] [KD 3.480 (3.404)] +2024-10-16 21:32:16,432 - Train: 29.63% [370650/1251000] [296.3/1000.0] [batch_t 0.400 (0.420)] [data_t 0.015] [optim_t 0.385] [lr 0.002402] [CE 4.331 (4.202)] [KD 3.486 (3.400)] +2024-10-16 21:32:38,473 - Train: 29.63% [370700/1251000] [296.3/1000.0] [batch_t 0.477 (0.441)] [data_t 0.015] [optim_t 0.462] [lr 0.002402] [CE 4.675 (4.182)] [KD 3.622 (3.305)] +2024-10-16 21:33:00,271 - Train: 29.64% [370750/1251000] [296.4/1000.0] [batch_t 0.461 (0.436)] [data_t 0.015] [optim_t 0.446] [lr 0.002402] [CE 4.440 (4.195)] [KD 3.571 (3.342)] +2024-10-16 21:33:22,462 - Train: 29.64% [370800/1251000] [296.4/1000.0] [batch_t 0.450 (0.444)] [data_t 0.015] [optim_t 0.435] [lr 0.002401] [CE 4.257 (4.227)] [KD 3.443 (3.367)] +2024-10-16 21:33:44,572 - Train: 29.64% [370850/1251000] [296.4/1000.0] [batch_t 0.454 (0.442)] [data_t 0.015] [optim_t 0.439] [lr 0.002401] [CE 4.113 (4.252)] [KD 3.470 (3.453)] +2024-10-16 21:34:06,538 - Train: 29.65% [370900/1251000] [296.5/1000.0] [batch_t 0.472 (0.439)] [data_t 0.016] [optim_t 0.457] [lr 0.002401] [CE 4.153 (4.224)] [KD 3.314 (3.437)] +2024-10-16 21:34:28,433 - Train: 29.65% [370950/1251000] [296.5/1000.0] [batch_t 0.444 (0.438)] [data_t 0.015] [optim_t 0.429] [lr 0.002401] [CE 4.541 (4.262)] [KD 3.500 (3.460)] +2024-10-16 21:34:50,425 - Train: 29.66% [371000/1251000] [296.6/1000.0] [batch_t 0.437 (0.440)] [data_t 0.015] [optim_t 0.422] [lr 0.002401] [CE 4.468 (4.227)] [KD 3.599 (3.439)] +2024-10-16 21:35:12,154 - Train: 29.66% [371050/1251000] [296.6/1000.0] [batch_t 0.381 (0.434)] [data_t 0.015] [optim_t 0.366] [lr 0.002401] [CE 4.266 (4.272)] [KD 3.445 (3.447)] +2024-10-16 21:35:33,960 - Train: 29.66% [371100/1251000] [296.6/1000.0] [batch_t 0.415 (0.436)] [data_t 0.015] [optim_t 0.399] [lr 0.002400] [CE 3.832 (4.358)] [KD 2.853 (3.497)] +2024-10-16 21:35:55,680 - Train: 29.67% [371150/1251000] [296.7/1000.0] [batch_t 0.451 (0.434)] [data_t 0.015] [optim_t 0.436] [lr 0.002400] [CE 4.374 (4.199)] [KD 3.444 (3.391)] +2024-10-16 21:36:16,387 - Train: 29.67% [371200/1251000] [296.7/1000.0] [batch_t 0.390 (0.414)] [data_t 0.015] [optim_t 0.375] [lr 0.002400] [CE 4.145 (4.316)] [KD 3.398 (3.488)] +2024-10-16 21:36:36,880 - Train: 29.68% [371250/1251000] [296.8/1000.0] [batch_t 0.404 (0.410)] [data_t 0.015] [optim_t 0.388] [lr 0.002400] [CE 4.190 (4.335)] [KD 3.429 (3.487)] +2024-10-16 21:36:58,395 - Train: 29.68% [371300/1251000] [296.8/1000.0] [batch_t 0.418 (0.430)] [data_t 0.015] [optim_t 0.403] [lr 0.002400] [CE 3.883 (4.284)] [KD 3.276 (3.463)] +2024-10-16 21:37:20,349 - Train: 29.68% [371350/1251000] [296.8/1000.0] [batch_t 0.434 (0.439)] [data_t 0.016] [optim_t 0.418] [lr 0.002400] [CE 4.389 (4.223)] [KD 3.604 (3.422)] +2024-10-16 21:37:41,433 - Train: 29.69% [371400/1251000] [296.9/1000.0] [batch_t 0.438 (0.422)] [data_t 0.015] [optim_t 0.423] [lr 0.002400] [CE 3.495 (4.220)] [KD 3.131 (3.401)] +2024-10-16 21:38:03,578 - Train: 29.69% [371450/1251000] [296.9/1000.0] [batch_t 0.416 (0.443)] [data_t 0.071] [optim_t 0.345] [lr 0.002399] [CE 4.295 (4.283)] [KD 3.350 (3.461)] +2024-10-16 21:38:25,432 - Train: 29.70% [371500/1251000] [297.0/1000.0] [batch_t 0.391 (0.437)] [data_t 0.050] [optim_t 0.341] [lr 0.002399] [CE 4.673 (4.266)] [KD 3.704 (3.412)] +2024-10-16 21:39:06,109 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 37589] [top5_cnt 46442] [top_all 50000] +2024-10-16 21:39:06,109 - net: 75.178 (92.884) +2024-10-16 21:39:27,012 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 39920] [top5_cnt 47527] [top_all 50000] +2024-10-16 21:39:27,013 - net_E: 79.840 (95.054) +2024-10-16 21:39:27,153 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.876 (epoch: 295)] +2024-10-16 21:39:27,153 - ==> Total time: 1 day, 21:57:35 Eta: 4 days, 12:47:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 21:39:34,723 - Train: 29.70% [371550/1251000] [297.0/1000.0] [batch_t 0.358 (2.055)] [data_t 0.015] [optim_t 0.342] [lr 0.002399] [CE 3.982 (4.257)] [KD 3.202 (3.344)] +2024-10-16 21:39:53,161 - Train: 29.70% [371600/1251000] [297.0/1000.0] [batch_t 0.358 (0.369)] [data_t 0.015] [optim_t 0.342] [lr 0.002399] [CE 4.703 (4.154)] [KD 3.501 (3.380)] +2024-10-16 21:40:13,922 - Train: 29.71% [371650/1251000] [297.1/1000.0] [batch_t 0.383 (0.415)] [data_t 0.016] [optim_t 0.367] [lr 0.002399] [CE 3.940 (4.225)] [KD 3.088 (3.389)] +2024-10-16 21:40:34,569 - Train: 29.71% [371700/1251000] [297.1/1000.0] [batch_t 0.381 (0.413)] [data_t 0.015] [optim_t 0.366] [lr 0.002399] [CE 4.383 (4.189)] [KD 3.460 (3.386)] +2024-10-16 21:40:55,205 - Train: 29.72% [371750/1251000] [297.2/1000.0] [batch_t 0.416 (0.413)] [data_t 0.015] [optim_t 0.400] [lr 0.002399] [CE 4.201 (4.168)] [KD 3.418 (3.333)] +2024-10-16 21:41:16,242 - Train: 29.72% [371800/1251000] [297.2/1000.0] [batch_t 0.427 (0.421)] [data_t 0.015] [optim_t 0.412] [lr 0.002398] [CE 4.535 (4.303)] [KD 3.508 (3.418)] +2024-10-16 21:41:37,350 - Train: 29.72% [371850/1251000] [297.2/1000.0] [batch_t 0.400 (0.422)] [data_t 0.015] [optim_t 0.384] [lr 0.002398] [CE 4.464 (4.249)] [KD 3.183 (3.397)] +2024-10-16 21:41:58,406 - Train: 29.73% [371900/1251000] [297.3/1000.0] [batch_t 0.401 (0.421)] [data_t 0.015] [optim_t 0.386] [lr 0.002398] [CE 4.093 (4.287)] [KD 3.399 (3.412)] +2024-10-16 21:42:19,573 - Train: 29.73% [371950/1251000] [297.3/1000.0] [batch_t 0.445 (0.423)] [data_t 0.015] [optim_t 0.430] [lr 0.002398] [CE 4.665 (4.199)] [KD 3.671 (3.389)] +2024-10-16 21:42:40,475 - Train: 29.74% [372000/1251000] [297.4/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.002398] [CE 3.995 (4.264)] [KD 3.445 (3.404)] +2024-10-16 21:43:01,259 - Train: 29.74% [372050/1251000] [297.4/1000.0] [batch_t 0.414 (0.416)] [data_t 0.015] [optim_t 0.399] [lr 0.002398] [CE 4.268 (4.246)] [KD 3.148 (3.359)] +2024-10-16 21:43:23,561 - Train: 29.74% [372100/1251000] [297.4/1000.0] [batch_t 0.448 (0.446)] [data_t 0.015] [optim_t 0.432] [lr 0.002397] [CE 4.160 (4.283)] [KD 3.472 (3.398)] +2024-10-16 21:43:44,393 - Train: 29.75% [372150/1251000] [297.5/1000.0] [batch_t 0.406 (0.417)] [data_t 0.016] [optim_t 0.390] [lr 0.002397] [CE 4.243 (4.259)] [KD 3.504 (3.384)] +2024-10-16 21:44:05,268 - Train: 29.75% [372200/1251000] [297.5/1000.0] [batch_t 0.361 (0.417)] [data_t 0.015] [optim_t 0.346] [lr 0.002397] [CE 4.272 (4.293)] [KD 3.509 (3.440)] +2024-10-16 21:44:26,390 - Train: 29.76% [372250/1251000] [297.6/1000.0] [batch_t 0.464 (0.422)] [data_t 0.015] [optim_t 0.448] [lr 0.002397] [CE 4.099 (4.198)] [KD 3.422 (3.334)] +2024-10-16 21:44:47,535 - Train: 29.76% [372300/1251000] [297.6/1000.0] [batch_t 0.396 (0.423)] [data_t 0.015] [optim_t 0.381] [lr 0.002397] [CE 4.950 (4.316)] [KD 3.882 (3.504)] +2024-10-16 21:45:09,272 - Train: 29.76% [372350/1251000] [297.6/1000.0] [batch_t 0.490 (0.435)] [data_t 0.016] [optim_t 0.475] [lr 0.002397] [CE 4.272 (4.268)] [KD 3.680 (3.406)] +2024-10-16 21:45:30,882 - Train: 29.77% [372400/1251000] [297.7/1000.0] [batch_t 0.410 (0.432)] [data_t 0.016] [optim_t 0.395] [lr 0.002397] [CE 4.791 (4.217)] [KD 3.627 (3.372)] +2024-10-16 21:45:52,439 - Train: 29.77% [372450/1251000] [297.7/1000.0] [batch_t 0.451 (0.431)] [data_t 0.015] [optim_t 0.435] [lr 0.002396] [CE 4.153 (4.231)] [KD 3.320 (3.420)] +2024-10-16 21:46:13,819 - Train: 29.78% [372500/1251000] [297.8/1000.0] [batch_t 0.426 (0.427)] [data_t 0.016] [optim_t 0.410] [lr 0.002396] [CE 4.378 (4.251)] [KD 3.500 (3.429)] +2024-10-16 21:46:35,553 - Train: 29.78% [372550/1251000] [297.8/1000.0] [batch_t 0.474 (0.435)] [data_t 0.016] [optim_t 0.458] [lr 0.002396] [CE 4.202 (4.258)] [KD 3.289 (3.433)] +2024-10-16 21:46:56,421 - Train: 29.78% [372600/1251000] [297.8/1000.0] [batch_t 0.406 (0.417)] [data_t 0.015] [optim_t 0.391] [lr 0.002396] [CE 4.600 (4.320)] [KD 3.502 (3.487)] +2024-10-16 21:47:17,710 - Train: 29.79% [372650/1251000] [297.9/1000.0] [batch_t 0.410 (0.426)] [data_t 0.015] [optim_t 0.394] [lr 0.002396] [CE 3.669 (4.227)] [KD 3.084 (3.450)] +2024-10-16 21:47:38,804 - Train: 29.79% [372700/1251000] [297.9/1000.0] [batch_t 0.420 (0.422)] [data_t 0.016] [optim_t 0.405] [lr 0.002396] [CE 3.772 (4.235)] [KD 3.291 (3.430)] +2024-10-16 21:47:59,459 - Train: 29.80% [372750/1251000] [298.0/1000.0] [batch_t 0.360 (0.413)] [data_t 0.015] [optim_t 0.344] [lr 0.002396] [CE 4.225 (4.239)] [KD 3.370 (3.432)] +2024-10-16 21:48:40,763 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 37418] [top5_cnt 46361] [top_all 50000] +2024-10-16 21:48:40,764 - net: 74.836 (92.722) +2024-10-16 21:49:01,709 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 39915] [top5_cnt 47506] [top_all 50000] +2024-10-16 21:49:01,709 - net_E: 79.830 (95.012) +2024-10-16 21:49:01,885 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.876 (epoch: 295)] +2024-10-16 21:49:01,885 - ==> Total time: 1 day, 22:07:10 Eta: 4 days, 12:38:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 21:49:11,000 - Train: 29.80% [372800/1251000] [298.0/1000.0] [batch_t 0.481 (1.262)] [data_t 0.136] [optim_t 0.345] [lr 0.002395] [CE 3.760 (3.758)] [KD 3.214 (3.163)] +2024-10-16 21:49:30,344 - Train: 29.80% [372850/1251000] [298.0/1000.0] [batch_t 0.360 (0.387)] [data_t 0.015] [optim_t 0.345] [lr 0.002395] [CE 3.901 (4.253)] [KD 3.130 (3.390)] +2024-10-16 21:49:52,423 - Train: 29.81% [372900/1251000] [298.1/1000.0] [batch_t 0.480 (0.441)] [data_t 0.015] [optim_t 0.464] [lr 0.002395] [CE 4.436 (4.216)] [KD 3.522 (3.377)] +2024-10-16 21:50:14,158 - Train: 29.81% [372950/1251000] [298.1/1000.0] [batch_t 0.438 (0.435)] [data_t 0.015] [optim_t 0.423] [lr 0.002395] [CE 4.551 (4.230)] [KD 3.320 (3.369)] +2024-10-16 21:50:35,505 - Train: 29.82% [373000/1251000] [298.2/1000.0] [batch_t 0.495 (0.427)] [data_t 0.015] [optim_t 0.480] [lr 0.002395] [CE 4.467 (4.303)] [KD 3.312 (3.427)] +2024-10-16 21:50:56,753 - Train: 29.82% [373050/1251000] [298.2/1000.0] [batch_t 0.435 (0.425)] [data_t 0.016] [optim_t 0.419] [lr 0.002395] [CE 4.404 (4.196)] [KD 3.403 (3.336)] +2024-10-16 21:51:19,153 - Train: 29.82% [373100/1251000] [298.2/1000.0] [batch_t 0.498 (0.448)] [data_t 0.015] [optim_t 0.483] [lr 0.002394] [CE 3.641 (4.255)] [KD 3.146 (3.386)] +2024-10-16 21:51:41,010 - Train: 29.83% [373150/1251000] [298.3/1000.0] [batch_t 0.462 (0.437)] [data_t 0.015] [optim_t 0.447] [lr 0.002394] [CE 4.315 (4.173)] [KD 3.050 (3.360)] +2024-10-16 21:52:02,521 - Train: 29.83% [373200/1251000] [298.3/1000.0] [batch_t 0.444 (0.430)] [data_t 0.015] [optim_t 0.428] [lr 0.002394] [CE 3.803 (4.233)] [KD 3.226 (3.371)] +2024-10-16 21:52:23,734 - Train: 29.84% [373250/1251000] [298.4/1000.0] [batch_t 0.464 (0.424)] [data_t 0.015] [optim_t 0.449] [lr 0.002394] [CE 4.472 (4.227)] [KD 3.541 (3.410)] +2024-10-16 21:52:44,507 - Train: 29.84% [373300/1251000] [298.4/1000.0] [batch_t 0.418 (0.415)] [data_t 0.015] [optim_t 0.402] [lr 0.002394] [CE 4.372 (4.195)] [KD 3.366 (3.384)] +2024-10-16 21:53:06,435 - Train: 29.84% [373350/1251000] [298.4/1000.0] [batch_t 0.363 (0.438)] [data_t 0.016] [optim_t 0.348] [lr 0.002394] [CE 4.447 (4.291)] [KD 3.420 (3.433)] +2024-10-16 21:53:27,211 - Train: 29.85% [373400/1251000] [298.5/1000.0] [batch_t 0.401 (0.415)] [data_t 0.060] [optim_t 0.342] [lr 0.002394] [CE 4.313 (4.169)] [KD 3.362 (3.379)] +2024-10-16 21:53:49,423 - Train: 29.85% [373450/1251000] [298.5/1000.0] [batch_t 0.470 (0.444)] [data_t 0.015] [optim_t 0.454] [lr 0.002393] [CE 4.846 (4.230)] [KD 3.751 (3.390)] +2024-10-16 21:54:10,882 - Train: 29.86% [373500/1251000] [298.6/1000.0] [batch_t 0.358 (0.429)] [data_t 0.015] [optim_t 0.343] [lr 0.002393] [CE 4.412 (4.157)] [KD 3.397 (3.329)] +2024-10-16 21:54:32,982 - Train: 29.86% [373550/1251000] [298.6/1000.0] [batch_t 0.380 (0.442)] [data_t 0.015] [optim_t 0.365] [lr 0.002393] [CE 3.791 (4.303)] [KD 3.147 (3.433)] +2024-10-16 21:54:55,158 - Train: 29.86% [373600/1251000] [298.6/1000.0] [batch_t 0.472 (0.443)] [data_t 0.016] [optim_t 0.456] [lr 0.002393] [CE 4.238 (4.218)] [KD 3.381 (3.384)] +2024-10-16 21:55:17,299 - Train: 29.87% [373650/1251000] [298.7/1000.0] [batch_t 0.462 (0.443)] [data_t 0.015] [optim_t 0.447] [lr 0.002393] [CE 4.362 (4.297)] [KD 3.549 (3.481)] +2024-10-16 21:55:39,015 - Train: 29.87% [373700/1251000] [298.7/1000.0] [batch_t 0.483 (0.434)] [data_t 0.015] [optim_t 0.468] [lr 0.002393] [CE 4.345 (4.261)] [KD 3.518 (3.460)] +2024-10-16 21:56:00,830 - Train: 29.88% [373750/1251000] [298.8/1000.0] [batch_t 0.400 (0.436)] [data_t 0.015] [optim_t 0.385] [lr 0.002393] [CE 4.233 (4.280)] [KD 3.522 (3.417)] +2024-10-16 21:56:22,700 - Train: 29.88% [373800/1251000] [298.8/1000.0] [batch_t 0.433 (0.437)] [data_t 0.016] [optim_t 0.418] [lr 0.002392] [CE 4.348 (4.234)] [KD 3.368 (3.376)] +2024-10-16 21:56:43,683 - Train: 29.88% [373850/1251000] [298.8/1000.0] [batch_t 0.408 (0.420)] [data_t 0.015] [optim_t 0.393] [lr 0.002392] [CE 4.244 (4.233)] [KD 3.476 (3.401)] +2024-10-16 21:57:04,851 - Train: 29.89% [373900/1251000] [298.9/1000.0] [batch_t 0.364 (0.423)] [data_t 0.015] [optim_t 0.348] [lr 0.002392] [CE 3.954 (4.205)] [KD 3.232 (3.397)] +2024-10-16 21:57:26,029 - Train: 29.89% [373950/1251000] [298.9/1000.0] [batch_t 0.451 (0.423)] [data_t 0.015] [optim_t 0.435] [lr 0.002392] [CE 4.536 (4.275)] [KD 3.587 (3.424)] +2024-10-16 21:57:46,844 - Train: 29.90% [374000/1251000] [299.0/1000.0] [batch_t 0.410 (0.416)] [data_t 0.015] [optim_t 0.394] [lr 0.002392] [CE 4.138 (4.253)] [KD 3.394 (3.411)] +2024-10-16 21:58:26,986 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 37733] [top5_cnt 46458] [top_all 50000] +2024-10-16 21:58:26,987 - net: 75.466 (92.916) +2024-10-16 21:58:47,884 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 39915] [top5_cnt 47486] [top_all 50000] +2024-10-16 21:58:47,885 - net_E: 79.830 (94.972) +2024-10-16 21:58:48,065 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.876 (epoch: 295)] +2024-10-16 21:58:48,066 - ==> Total time: 1 day, 22:16:56 Eta: 4 days, 12:30:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 21:58:54,201 - Train: 29.90% [374050/1251000] [299.0/1000.0] [batch_t 4.577 (4.577)] [data_t 2.344] [optim_t 2.233] [lr 0.002392] [CE 4.492 (4.492)] [KD 3.621 (3.621)] +2024-10-16 21:59:13,730 - Train: 29.90% [374100/1251000] [299.0/1000.0] [batch_t 0.358 (0.390)] [data_t 0.015] [optim_t 0.343] [lr 0.002391] [CE 4.130 (4.269)] [KD 3.279 (3.388)] +2024-10-16 21:59:35,107 - Train: 29.91% [374150/1251000] [299.1/1000.0] [batch_t 0.423 (0.427)] [data_t 0.015] [optim_t 0.408] [lr 0.002391] [CE 4.056 (4.265)] [KD 3.453 (3.409)] +2024-10-16 21:59:57,483 - Train: 29.91% [374200/1251000] [299.1/1000.0] [batch_t 0.477 (0.447)] [data_t 0.015] [optim_t 0.462] [lr 0.002391] [CE 4.617 (4.180)] [KD 3.571 (3.361)] +2024-10-16 22:00:18,914 - Train: 29.92% [374250/1251000] [299.2/1000.0] [batch_t 0.414 (0.428)] [data_t 0.015] [optim_t 0.399] [lr 0.002391] [CE 4.174 (4.214)] [KD 3.481 (3.395)] +2024-10-16 22:00:40,827 - Train: 29.92% [374300/1251000] [299.2/1000.0] [batch_t 0.362 (0.438)] [data_t 0.015] [optim_t 0.347] [lr 0.002391] [CE 4.239 (4.233)] [KD 3.505 (3.442)] +2024-10-16 22:01:00,948 - Train: 29.92% [374350/1251000] [299.2/1000.0] [batch_t 0.389 (0.402)] [data_t 0.015] [optim_t 0.374] [lr 0.002391] [CE 3.894 (4.277)] [KD 3.398 (3.446)] +2024-10-16 22:01:21,582 - Train: 29.93% [374400/1251000] [299.3/1000.0] [batch_t 0.416 (0.413)] [data_t 0.015] [optim_t 0.401] [lr 0.002391] [CE 4.638 (4.316)] [KD 3.781 (3.450)] +2024-10-16 22:01:41,737 - Train: 29.93% [374450/1251000] [299.3/1000.0] [batch_t 0.393 (0.403)] [data_t 0.015] [optim_t 0.378] [lr 0.002390] [CE 4.719 (4.304)] [KD 3.548 (3.416)] +2024-10-16 22:02:02,014 - Train: 29.94% [374500/1251000] [299.4/1000.0] [batch_t 0.417 (0.405)] [data_t 0.015] [optim_t 0.402] [lr 0.002390] [CE 4.425 (4.297)] [KD 3.376 (3.409)] +2024-10-16 22:02:23,652 - Train: 29.94% [374550/1251000] [299.4/1000.0] [batch_t 0.403 (0.433)] [data_t 0.015] [optim_t 0.387] [lr 0.002390] [CE 3.812 (4.210)] [KD 3.336 (3.447)] +2024-10-16 22:02:44,773 - Train: 29.94% [374600/1251000] [299.4/1000.0] [batch_t 0.409 (0.422)] [data_t 0.015] [optim_t 0.393] [lr 0.002390] [CE 3.941 (4.160)] [KD 3.430 (3.331)] +2024-10-16 22:03:06,043 - Train: 29.95% [374650/1251000] [299.5/1000.0] [batch_t 0.465 (0.425)] [data_t 0.015] [optim_t 0.450] [lr 0.002390] [CE 4.152 (4.210)] [KD 3.267 (3.349)] +2024-10-16 22:03:27,189 - Train: 29.95% [374700/1251000] [299.5/1000.0] [batch_t 0.438 (0.423)] [data_t 0.016] [optim_t 0.422] [lr 0.002390] [CE 4.137 (4.261)] [KD 3.525 (3.400)] +2024-10-16 22:03:48,420 - Train: 29.96% [374750/1251000] [299.6/1000.0] [batch_t 0.441 (0.424)] [data_t 0.015] [optim_t 0.426] [lr 0.002390] [CE 4.154 (4.191)] [KD 3.274 (3.396)] +2024-10-16 22:04:10,130 - Train: 29.96% [374800/1251000] [299.6/1000.0] [batch_t 0.447 (0.434)] [data_t 0.016] [optim_t 0.432] [lr 0.002389] [CE 4.184 (4.254)] [KD 3.130 (3.410)] +2024-10-16 22:04:32,455 - Train: 29.96% [374850/1251000] [299.6/1000.0] [batch_t 0.484 (0.446)] [data_t 0.015] [optim_t 0.469] [lr 0.002389] [CE 4.190 (4.281)] [KD 3.331 (3.445)] +2024-10-16 22:04:53,715 - Train: 29.97% [374900/1251000] [299.7/1000.0] [batch_t 0.416 (0.425)] [data_t 0.016] [optim_t 0.400] [lr 0.002389] [CE 4.131 (4.196)] [KD 3.398 (3.410)] +2024-10-16 22:05:15,453 - Train: 29.97% [374950/1251000] [299.7/1000.0] [batch_t 0.381 (0.435)] [data_t 0.015] [optim_t 0.366] [lr 0.002389] [CE 4.358 (4.243)] [KD 3.585 (3.412)] +2024-10-16 22:05:35,768 - Train: 29.98% [375000/1251000] [299.8/1000.0] [batch_t 0.400 (0.406)] [data_t 0.015] [optim_t 0.385] [lr 0.002389] [CE 3.878 (4.249)] [KD 3.034 (3.403)] +2024-10-16 22:05:57,203 - Train: 29.98% [375050/1251000] [299.8/1000.0] [batch_t 0.372 (0.429)] [data_t 0.016] [optim_t 0.356] [lr 0.002389] [CE 4.267 (4.283)] [KD 3.322 (3.440)] +2024-10-16 22:06:17,834 - Train: 29.98% [375100/1251000] [299.8/1000.0] [batch_t 0.405 (0.412)] [data_t 0.016] [optim_t 0.389] [lr 0.002388] [CE 4.371 (4.270)] [KD 3.307 (3.396)] +2024-10-16 22:06:38,745 - Train: 29.99% [375150/1251000] [299.9/1000.0] [batch_t 0.438 (0.418)] [data_t 0.016] [optim_t 0.422] [lr 0.002388] [CE 4.390 (4.293)] [KD 3.324 (3.435)] +2024-10-16 22:06:59,738 - Train: 29.99% [375200/1251000] [299.9/1000.0] [batch_t 0.473 (0.420)] [data_t 0.016] [optim_t 0.457] [lr 0.002388] [CE 4.153 (4.299)] [KD 3.686 (3.430)] +2024-10-16 22:07:20,366 - Train: 30.00% [375250/1251000] [300.0/1000.0] [batch_t 0.421 (0.412)] [data_t 0.016] [optim_t 0.405] [lr 0.002388] [CE 4.356 (4.310)] [KD 3.534 (3.477)] +2024-10-16 22:07:41,254 - Train: 30.00% [375300/1251000] [300.0/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.348] [lr 0.002388] [CE 4.357 (4.234)] [KD 3.514 (3.400)] +2024-10-16 22:08:02,689 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 37706] [top5_cnt 46404] [top_all 50000] +2024-10-16 22:08:02,690 - net: 75.412 (92.808) +2024-10-16 22:08:24,621 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.430)] [top1_cnt 39920] [top5_cnt 47489] [top_all 50000] +2024-10-16 22:08:24,621 - net_E: 79.840 (94.978) +2024-10-16 22:08:24,776 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.876 (epoch: 295)] +2024-10-16 22:08:24,776 - ==> Total time: 1 day, 22:26:33 Eta: 4 days, 12:21:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 22:08:52,156 - Train: 30.00% [375350/1251000] [300.0/1000.0] [batch_t 0.530 (0.470)] [data_t 0.191] [optim_t 0.339] [lr 0.002388] [CE 4.217 (4.254)] [KD 3.556 (3.400)] +2024-10-16 22:09:14,566 - Train: 30.01% [375400/1251000] [300.1/1000.0] [batch_t 0.445 (0.448)] [data_t 0.102] [optim_t 0.344] [lr 0.002388] [CE 4.323 (4.219)] [KD 3.361 (3.344)] +2024-10-16 22:09:36,629 - Train: 30.01% [375450/1251000] [300.1/1000.0] [batch_t 0.458 (0.441)] [data_t 0.118] [optim_t 0.340] [lr 0.002387] [CE 4.308 (4.260)] [KD 3.202 (3.389)] +2024-10-16 22:09:58,117 - Train: 30.02% [375500/1251000] [300.2/1000.0] [batch_t 0.449 (0.430)] [data_t 0.098] [optim_t 0.350] [lr 0.002387] [CE 4.253 (4.273)] [KD 3.263 (3.401)] +2024-10-16 22:10:18,815 - Train: 30.02% [375550/1251000] [300.2/1000.0] [batch_t 0.438 (0.414)] [data_t 0.089] [optim_t 0.348] [lr 0.002387] [CE 3.918 (4.259)] [KD 3.061 (3.421)] +2024-10-16 22:10:39,588 - Train: 30.02% [375600/1251000] [300.2/1000.0] [batch_t 0.406 (0.415)] [data_t 0.062] [optim_t 0.344] [lr 0.002387] [CE 4.586 (4.257)] [KD 3.546 (3.392)] +2024-10-16 22:11:00,287 - Train: 30.03% [375650/1251000] [300.3/1000.0] [batch_t 0.419 (0.414)] [data_t 0.073] [optim_t 0.346] [lr 0.002387] [CE 4.593 (4.289)] [KD 3.750 (3.422)] +2024-10-16 22:11:21,520 - Train: 30.03% [375700/1251000] [300.3/1000.0] [batch_t 0.476 (0.425)] [data_t 0.016] [optim_t 0.460] [lr 0.002387] [CE 4.533 (4.225)] [KD 3.461 (3.410)] +2024-10-16 22:11:43,027 - Train: 30.04% [375750/1251000] [300.4/1000.0] [batch_t 0.476 (0.430)] [data_t 0.015] [optim_t 0.460] [lr 0.002387] [CE 4.471 (4.294)] [KD 3.572 (3.466)] +2024-10-16 22:12:04,389 - Train: 30.04% [375800/1251000] [300.4/1000.0] [batch_t 0.436 (0.427)] [data_t 0.015] [optim_t 0.420] [lr 0.002386] [CE 4.591 (4.227)] [KD 3.485 (3.457)] +2024-10-16 22:12:25,391 - Train: 30.04% [375850/1251000] [300.4/1000.0] [batch_t 0.395 (0.420)] [data_t 0.015] [optim_t 0.380] [lr 0.002386] [CE 4.311 (4.200)] [KD 3.367 (3.383)] +2024-10-16 22:12:46,645 - Train: 30.05% [375900/1251000] [300.5/1000.0] [batch_t 0.444 (0.425)] [data_t 0.015] [optim_t 0.429] [lr 0.002386] [CE 3.700 (4.245)] [KD 3.407 (3.440)] +2024-10-16 22:13:07,998 - Train: 30.05% [375950/1251000] [300.5/1000.0] [batch_t 0.383 (0.427)] [data_t 0.015] [optim_t 0.368] [lr 0.002386] [CE 4.241 (4.347)] [KD 3.440 (3.469)] +2024-10-16 22:13:29,273 - Train: 30.06% [376000/1251000] [300.6/1000.0] [batch_t 0.414 (0.425)] [data_t 0.015] [optim_t 0.399] [lr 0.002386] [CE 3.846 (4.227)] [KD 3.094 (3.395)] +2024-10-16 22:13:51,251 - Train: 30.06% [376050/1251000] [300.6/1000.0] [batch_t 0.480 (0.439)] [data_t 0.015] [optim_t 0.465] [lr 0.002386] [CE 4.216 (4.304)] [KD 3.456 (3.408)] +2024-10-16 22:14:13,074 - Train: 30.06% [376100/1251000] [300.6/1000.0] [batch_t 0.514 (0.436)] [data_t 0.015] [optim_t 0.499] [lr 0.002385] [CE 3.913 (4.212)] [KD 3.264 (3.441)] +2024-10-16 22:14:35,026 - Train: 30.07% [376150/1251000] [300.7/1000.0] [batch_t 0.457 (0.439)] [data_t 0.015] [optim_t 0.442] [lr 0.002385] [CE 3.962 (4.233)] [KD 3.435 (3.422)] +2024-10-16 22:14:56,498 - Train: 30.07% [376200/1251000] [300.7/1000.0] [batch_t 0.439 (0.429)] [data_t 0.015] [optim_t 0.424] [lr 0.002385] [CE 4.136 (4.172)] [KD 3.318 (3.336)] +2024-10-16 22:15:17,887 - Train: 30.08% [376250/1251000] [300.8/1000.0] [batch_t 0.428 (0.428)] [data_t 0.015] [optim_t 0.413] [lr 0.002385] [CE 4.682 (4.329)] [KD 3.653 (3.442)] +2024-10-16 22:15:39,882 - Train: 30.08% [376300/1251000] [300.8/1000.0] [batch_t 0.591 (0.440)] [data_t 0.015] [optim_t 0.575] [lr 0.002385] [CE 3.737 (4.203)] [KD 3.210 (3.392)] +2024-10-16 22:16:01,175 - Train: 30.08% [376350/1251000] [300.8/1000.0] [batch_t 0.359 (0.426)] [data_t 0.015] [optim_t 0.344] [lr 0.002385] [CE 4.260 (4.204)] [KD 3.616 (3.396)] +2024-10-16 22:16:21,965 - Train: 30.09% [376400/1251000] [300.9/1000.0] [batch_t 0.445 (0.416)] [data_t 0.015] [optim_t 0.430] [lr 0.002385] [CE 4.673 (4.236)] [KD 3.421 (3.385)] +2024-10-16 22:16:43,980 - Train: 30.09% [376450/1251000] [300.9/1000.0] [batch_t 0.457 (0.440)] [data_t 0.016] [optim_t 0.442] [lr 0.002384] [CE 4.501 (4.235)] [KD 3.384 (3.434)] +2024-10-16 22:17:05,828 - Train: 30.10% [376500/1251000] [301.0/1000.0] [batch_t 0.439 (0.437)] [data_t 0.015] [optim_t 0.423] [lr 0.002384] [CE 4.271 (4.281)] [KD 3.380 (3.446)] +2024-10-16 22:17:26,508 - Train: 30.10% [376550/1251000] [301.0/1000.0] [batch_t 0.359 (0.413)] [data_t 0.015] [optim_t 0.344] [lr 0.002384] [CE 3.828 (4.280)] [KD 3.144 (3.432)] +2024-10-16 22:17:47,998 - Test (net): 100.00% [50/50] [batch_t 0.161 (0.419)] [top1_cnt 37684] [top5_cnt 46464] [top_all 50000] +2024-10-16 22:17:47,998 - net: 75.368 (92.928) +2024-10-16 22:18:09,289 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 39921] [top5_cnt 47497] [top_all 50000] +2024-10-16 22:18:09,290 - net_E: 79.842 (94.994) +2024-10-16 22:18:09,458 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.876 (epoch: 295)] +2024-10-16 22:18:09,459 - ==> Total time: 1 day, 22:36:18 Eta: 4 days, 12:13:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 22:18:34,358 - Train: 30.10% [376600/1251000] [301.0/1000.0] [batch_t 0.360 (0.481)] [data_t 0.015] [optim_t 0.345] [lr 0.002384] [CE 3.753 (4.303)] [KD 3.131 (3.420)] +2024-10-16 22:18:54,728 - Train: 30.11% [376650/1251000] [301.1/1000.0] [batch_t 0.361 (0.407)] [data_t 0.015] [optim_t 0.345] [lr 0.002384] [CE 4.295 (4.274)] [KD 3.320 (3.434)] +2024-10-16 22:19:15,157 - Train: 30.11% [376700/1251000] [301.1/1000.0] [batch_t 0.362 (0.408)] [data_t 0.015] [optim_t 0.347] [lr 0.002384] [CE 4.333 (4.278)] [KD 3.440 (3.424)] +2024-10-16 22:19:35,823 - Train: 30.12% [376750/1251000] [301.2/1000.0] [batch_t 0.396 (0.413)] [data_t 0.015] [optim_t 0.381] [lr 0.002383] [CE 4.111 (4.192)] [KD 3.357 (3.353)] +2024-10-16 22:19:56,532 - Train: 30.12% [376800/1251000] [301.2/1000.0] [batch_t 0.395 (0.414)] [data_t 0.015] [optim_t 0.379] [lr 0.002383] [CE 4.644 (4.310)] [KD 3.721 (3.433)] +2024-10-16 22:20:17,563 - Train: 30.12% [376850/1251000] [301.2/1000.0] [batch_t 0.442 (0.421)] [data_t 0.015] [optim_t 0.427] [lr 0.002383] [CE 3.860 (4.266)] [KD 3.070 (3.393)] +2024-10-16 22:20:38,753 - Train: 30.13% [376900/1251000] [301.3/1000.0] [batch_t 0.463 (0.424)] [data_t 0.015] [optim_t 0.447] [lr 0.002383] [CE 4.338 (4.227)] [KD 3.331 (3.344)] +2024-10-16 22:21:00,614 - Train: 30.13% [376950/1251000] [301.3/1000.0] [batch_t 0.433 (0.437)] [data_t 0.015] [optim_t 0.418] [lr 0.002383] [CE 4.434 (4.186)] [KD 3.400 (3.391)] +2024-10-16 22:21:22,717 - Train: 30.14% [377000/1251000] [301.4/1000.0] [batch_t 0.357 (0.442)] [data_t 0.015] [optim_t 0.341] [lr 0.002383] [CE 4.213 (4.256)] [KD 3.536 (3.384)] +2024-10-16 22:21:44,671 - Train: 30.14% [377050/1251000] [301.4/1000.0] [batch_t 0.431 (0.439)] [data_t 0.015] [optim_t 0.416] [lr 0.002383] [CE 4.934 (4.214)] [KD 3.624 (3.372)] +2024-10-16 22:22:06,220 - Train: 30.14% [377100/1251000] [301.4/1000.0] [batch_t 0.412 (0.431)] [data_t 0.016] [optim_t 0.396] [lr 0.002382] [CE 4.111 (4.183)] [KD 3.401 (3.365)] +2024-10-16 22:22:27,193 - Train: 30.15% [377150/1251000] [301.5/1000.0] [batch_t 0.469 (0.419)] [data_t 0.015] [optim_t 0.454] [lr 0.002382] [CE 4.363 (4.264)] [KD 3.362 (3.458)] +2024-10-16 22:22:46,997 - Train: 30.15% [377200/1251000] [301.5/1000.0] [batch_t 0.427 (0.396)] [data_t 0.015] [optim_t 0.412] [lr 0.002382] [CE 4.116 (4.179)] [KD 3.385 (3.353)] +2024-10-16 22:23:07,635 - Train: 30.16% [377250/1251000] [301.6/1000.0] [batch_t 0.361 (0.413)] [data_t 0.015] [optim_t 0.345] [lr 0.002382] [CE 4.274 (4.223)] [KD 3.336 (3.381)] +2024-10-16 22:23:29,255 - Train: 30.16% [377300/1251000] [301.6/1000.0] [batch_t 0.359 (0.432)] [data_t 0.016] [optim_t 0.343] [lr 0.002382] [CE 4.025 (4.285)] [KD 3.443 (3.426)] +2024-10-16 22:23:50,067 - Train: 30.16% [377350/1251000] [301.6/1000.0] [batch_t 0.405 (0.416)] [data_t 0.015] [optim_t 0.390] [lr 0.002382] [CE 4.458 (4.265)] [KD 3.374 (3.381)] +2024-10-16 22:24:11,992 - Train: 30.17% [377400/1251000] [301.7/1000.0] [batch_t 0.448 (0.438)] [data_t 0.015] [optim_t 0.433] [lr 0.002382] [CE 4.350 (4.301)] [KD 3.612 (3.437)] +2024-10-16 22:24:34,030 - Train: 30.17% [377450/1251000] [301.7/1000.0] [batch_t 0.404 (0.441)] [data_t 0.015] [optim_t 0.388] [lr 0.002381] [CE 4.163 (4.269)] [KD 3.285 (3.439)] +2024-10-16 22:24:54,194 - Train: 30.18% [377500/1251000] [301.8/1000.0] [batch_t 0.437 (0.403)] [data_t 0.015] [optim_t 0.422] [lr 0.002381] [CE 4.125 (4.235)] [KD 3.406 (3.383)] +2024-10-16 22:25:15,863 - Train: 30.18% [377550/1251000] [301.8/1000.0] [batch_t 0.453 (0.433)] [data_t 0.015] [optim_t 0.437] [lr 0.002381] [CE 4.444 (4.296)] [KD 3.572 (3.439)] +2024-10-16 22:25:36,983 - Train: 30.18% [377600/1251000] [301.8/1000.0] [batch_t 0.376 (0.422)] [data_t 0.015] [optim_t 0.361] [lr 0.002381] [CE 4.280 (4.192)] [KD 3.407 (3.430)] +2024-10-16 22:25:57,835 - Train: 30.19% [377650/1251000] [301.9/1000.0] [batch_t 0.479 (0.417)] [data_t 0.015] [optim_t 0.463] [lr 0.002381] [CE 4.553 (4.209)] [KD 3.446 (3.353)] +2024-10-16 22:26:18,978 - Train: 30.19% [377700/1251000] [301.9/1000.0] [batch_t 0.410 (0.423)] [data_t 0.015] [optim_t 0.394] [lr 0.002381] [CE 4.075 (4.218)] [KD 3.369 (3.418)] +2024-10-16 22:26:39,912 - Train: 30.20% [377750/1251000] [302.0/1000.0] [batch_t 0.443 (0.419)] [data_t 0.015] [optim_t 0.428] [lr 0.002380] [CE 4.504 (4.220)] [KD 3.432 (3.386)] +2024-10-16 22:27:00,507 - Train: 30.20% [377800/1251000] [302.0/1000.0] [batch_t 0.358 (0.412)] [data_t 0.015] [optim_t 0.343] [lr 0.002380] [CE 4.404 (4.272)] [KD 3.280 (3.416)] +2024-10-16 22:27:22,325 - Test (net): 100.00% [50/50] [batch_t 0.131 (0.418)] [top1_cnt 37602] [top5_cnt 46383] [top_all 50000] +2024-10-16 22:27:22,325 - net: 75.204 (92.766) +2024-10-16 22:27:44,322 - Test (net_E): 100.00% [50/50] [batch_t 0.135 (0.433)] [top1_cnt 39943] [top5_cnt 47513] [top_all 50000] +2024-10-16 22:27:44,323 - net_E: 79.886 (95.026) +2024-10-16 22:27:44,485 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.886 (epoch: 302)] +2024-10-16 22:27:44,485 - ==> Total time: 1 day, 22:45:53 Eta: 4 days, 12:05:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 22:28:09,899 - Train: 30.20% [377850/1251000] [302.0/1000.0] [batch_t 0.357 (0.444)] [data_t 0.015] [optim_t 0.341] [lr 0.002380] [CE 4.844 (4.227)] [KD 3.728 (3.352)] +2024-10-16 22:28:30,846 - Train: 30.21% [377900/1251000] [302.1/1000.0] [batch_t 0.360 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.002380] [CE 4.278 (4.201)] [KD 3.102 (3.376)] +2024-10-16 22:28:52,067 - Train: 30.21% [377950/1251000] [302.1/1000.0] [batch_t 0.454 (0.424)] [data_t 0.016] [optim_t 0.439] [lr 0.002380] [CE 4.234 (4.244)] [KD 3.453 (3.365)] +2024-10-16 22:29:12,955 - Train: 30.22% [378000/1251000] [302.2/1000.0] [batch_t 0.428 (0.418)] [data_t 0.015] [optim_t 0.412] [lr 0.002380] [CE 4.067 (4.202)] [KD 3.374 (3.328)] +2024-10-16 22:29:34,547 - Train: 30.22% [378050/1251000] [302.2/1000.0] [batch_t 0.436 (0.432)] [data_t 0.015] [optim_t 0.421] [lr 0.002380] [CE 4.359 (4.294)] [KD 3.412 (3.367)] +2024-10-16 22:29:56,335 - Train: 30.22% [378100/1251000] [302.2/1000.0] [batch_t 0.448 (0.436)] [data_t 0.015] [optim_t 0.433] [lr 0.002379] [CE 3.726 (4.230)] [KD 3.313 (3.388)] +2024-10-16 22:30:17,574 - Train: 30.23% [378150/1251000] [302.3/1000.0] [batch_t 0.459 (0.425)] [data_t 0.016] [optim_t 0.443] [lr 0.002379] [CE 4.016 (4.226)] [KD 3.079 (3.417)] +2024-10-16 22:30:38,926 - Train: 30.23% [378200/1251000] [302.3/1000.0] [batch_t 0.448 (0.427)] [data_t 0.016] [optim_t 0.432] [lr 0.002379] [CE 4.616 (4.232)] [KD 3.462 (3.436)] +2024-10-16 22:31:00,299 - Train: 30.24% [378250/1251000] [302.4/1000.0] [batch_t 0.442 (0.427)] [data_t 0.015] [optim_t 0.427] [lr 0.002379] [CE 4.403 (4.220)] [KD 3.705 (3.433)] +2024-10-16 22:31:21,549 - Train: 30.24% [378300/1251000] [302.4/1000.0] [batch_t 0.456 (0.425)] [data_t 0.015] [optim_t 0.441] [lr 0.002379] [CE 3.460 (4.168)] [KD 2.890 (3.369)] +2024-10-16 22:31:43,627 - Train: 30.24% [378350/1251000] [302.4/1000.0] [batch_t 0.403 (0.441)] [data_t 0.015] [optim_t 0.387] [lr 0.002379] [CE 4.315 (4.278)] [KD 3.447 (3.425)] +2024-10-16 22:32:05,459 - Train: 30.25% [378400/1251000] [302.5/1000.0] [batch_t 0.461 (0.437)] [data_t 0.015] [optim_t 0.445] [lr 0.002378] [CE 4.281 (4.203)] [KD 3.525 (3.331)] +2024-10-16 22:32:26,619 - Train: 30.25% [378450/1251000] [302.5/1000.0] [batch_t 0.398 (0.423)] [data_t 0.016] [optim_t 0.382] [lr 0.002378] [CE 4.011 (4.237)] [KD 3.133 (3.361)] +2024-10-16 22:32:47,872 - Train: 30.26% [378500/1251000] [302.6/1000.0] [batch_t 0.401 (0.425)] [data_t 0.015] [optim_t 0.386] [lr 0.002378] [CE 4.466 (4.231)] [KD 3.300 (3.387)] +2024-10-16 22:33:08,777 - Train: 30.26% [378550/1251000] [302.6/1000.0] [batch_t 0.479 (0.418)] [data_t 0.015] [optim_t 0.464] [lr 0.002378] [CE 4.597 (4.257)] [KD 3.453 (3.403)] +2024-10-16 22:33:29,890 - Train: 30.26% [378600/1251000] [302.6/1000.0] [batch_t 0.395 (0.422)] [data_t 0.015] [optim_t 0.379] [lr 0.002378] [CE 3.878 (4.269)] [KD 3.132 (3.450)] +2024-10-16 22:33:50,684 - Train: 30.27% [378650/1251000] [302.7/1000.0] [batch_t 0.402 (0.416)] [data_t 0.015] [optim_t 0.386] [lr 0.002378] [CE 4.136 (4.256)] [KD 3.442 (3.398)] +2024-10-16 22:34:11,709 - Train: 30.27% [378700/1251000] [302.7/1000.0] [batch_t 0.376 (0.420)] [data_t 0.015] [optim_t 0.361] [lr 0.002378] [CE 4.453 (4.225)] [KD 3.476 (3.376)] +2024-10-16 22:34:32,924 - Train: 30.28% [378750/1251000] [302.8/1000.0] [batch_t 0.428 (0.424)] [data_t 0.015] [optim_t 0.413] [lr 0.002377] [CE 4.296 (4.205)] [KD 3.111 (3.366)] +2024-10-16 22:34:54,566 - Train: 30.28% [378800/1251000] [302.8/1000.0] [batch_t 0.511 (0.433)] [data_t 0.015] [optim_t 0.495] [lr 0.002377] [CE 4.366 (4.242)] [KD 3.528 (3.367)] +2024-10-16 22:35:16,670 - Train: 30.28% [378850/1251000] [302.8/1000.0] [batch_t 0.401 (0.442)] [data_t 0.015] [optim_t 0.386] [lr 0.002377] [CE 4.965 (4.244)] [KD 3.429 (3.398)] +2024-10-16 22:35:37,958 - Train: 30.29% [378900/1251000] [302.9/1000.0] [batch_t 0.505 (0.426)] [data_t 0.015] [optim_t 0.489] [lr 0.002377] [CE 3.853 (4.154)] [KD 3.196 (3.289)] +2024-10-16 22:35:58,971 - Train: 30.29% [378950/1251000] [302.9/1000.0] [batch_t 0.376 (0.420)] [data_t 0.015] [optim_t 0.361] [lr 0.002377] [CE 3.389 (4.207)] [KD 3.049 (3.364)] +2024-10-16 22:36:20,503 - Train: 30.30% [379000/1251000] [303.0/1000.0] [batch_t 0.454 (0.431)] [data_t 0.015] [optim_t 0.439] [lr 0.002377] [CE 4.519 (4.233)] [KD 3.608 (3.403)] +2024-10-16 22:36:41,089 - Train: 30.30% [379050/1251000] [303.0/1000.0] [batch_t 0.359 (0.412)] [data_t 0.015] [optim_t 0.344] [lr 0.002377] [CE 4.228 (4.222)] [KD 3.534 (3.435)] +2024-10-16 22:37:02,942 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 37594] [top5_cnt 46416] [top_all 50000] +2024-10-16 22:37:02,943 - net: 75.188 (92.832) +2024-10-16 22:37:25,204 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 39941] [top5_cnt 47507] [top_all 50000] +2024-10-16 22:37:25,205 - net_E: 79.882 (95.014) +2024-10-16 22:37:25,339 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.886 (epoch: 302)] +2024-10-16 22:37:25,340 - ==> Total time: 1 day, 22:55:33 Eta: 4 days, 11:56:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 22:37:49,817 - Train: 30.30% [379100/1251000] [303.0/1000.0] [batch_t 0.359 (0.493)] [data_t 0.015] [optim_t 0.344] [lr 0.002376] [CE 4.133 (4.221)] [KD 3.517 (3.367)] +2024-10-16 22:38:11,151 - Train: 30.31% [379150/1251000] [303.1/1000.0] [batch_t 0.458 (0.427)] [data_t 0.015] [optim_t 0.443] [lr 0.002376] [CE 4.296 (4.283)] [KD 3.295 (3.439)] +2024-10-16 22:38:31,755 - Train: 30.31% [379200/1251000] [303.1/1000.0] [batch_t 0.390 (0.412)] [data_t 0.016] [optim_t 0.375] [lr 0.002376] [CE 4.257 (4.172)] [KD 3.373 (3.363)] +2024-10-16 22:38:52,211 - Train: 30.32% [379250/1251000] [303.2/1000.0] [batch_t 0.408 (0.409)] [data_t 0.015] [optim_t 0.392] [lr 0.002376] [CE 4.081 (4.173)] [KD 3.279 (3.372)] +2024-10-16 22:39:13,715 - Train: 30.32% [379300/1251000] [303.2/1000.0] [batch_t 0.511 (0.430)] [data_t 0.016] [optim_t 0.496] [lr 0.002376] [CE 3.910 (4.250)] [KD 3.583 (3.384)] +2024-10-16 22:39:34,323 - Train: 30.32% [379350/1251000] [303.2/1000.0] [batch_t 0.414 (0.412)] [data_t 0.015] [optim_t 0.399] [lr 0.002376] [CE 4.232 (4.336)] [KD 3.424 (3.508)] +2024-10-16 22:39:55,485 - Train: 30.33% [379400/1251000] [303.3/1000.0] [batch_t 0.412 (0.423)] [data_t 0.016] [optim_t 0.396] [lr 0.002375] [CE 3.384 (4.275)] [KD 3.074 (3.412)] +2024-10-16 22:40:16,784 - Train: 30.33% [379450/1251000] [303.3/1000.0] [batch_t 0.400 (0.426)] [data_t 0.015] [optim_t 0.384] [lr 0.002375] [CE 4.088 (4.282)] [KD 3.167 (3.373)] +2024-10-16 22:40:37,658 - Train: 30.34% [379500/1251000] [303.4/1000.0] [batch_t 0.364 (0.417)] [data_t 0.015] [optim_t 0.349] [lr 0.002375] [CE 4.112 (4.200)] [KD 3.327 (3.408)] +2024-10-16 22:40:59,427 - Train: 30.34% [379550/1251000] [303.4/1000.0] [batch_t 0.474 (0.435)] [data_t 0.131] [optim_t 0.343] [lr 0.002375] [CE 3.950 (4.164)] [KD 3.176 (3.360)] +2024-10-16 22:41:20,534 - Train: 30.34% [379600/1251000] [303.4/1000.0] [batch_t 0.368 (0.422)] [data_t 0.028] [optim_t 0.341] [lr 0.002375] [CE 4.084 (4.258)] [KD 3.448 (3.355)] +2024-10-16 22:41:41,635 - Train: 30.35% [379650/1251000] [303.5/1000.0] [batch_t 0.402 (0.422)] [data_t 0.057] [optim_t 0.344] [lr 0.002375] [CE 4.257 (4.293)] [KD 3.581 (3.409)] +2024-10-16 22:42:03,488 - Train: 30.35% [379700/1251000] [303.5/1000.0] [batch_t 0.377 (0.437)] [data_t 0.033] [optim_t 0.344] [lr 0.002375] [CE 4.349 (4.200)] [KD 3.374 (3.359)] +2024-10-16 22:42:25,058 - Train: 30.36% [379750/1251000] [303.6/1000.0] [batch_t 0.409 (0.431)] [data_t 0.065] [optim_t 0.344] [lr 0.002374] [CE 4.352 (4.255)] [KD 3.569 (3.418)] +2024-10-16 22:42:46,823 - Train: 30.36% [379800/1251000] [303.6/1000.0] [batch_t 0.425 (0.435)] [data_t 0.085] [optim_t 0.341] [lr 0.002374] [CE 3.544 (4.243)] [KD 3.193 (3.404)] +2024-10-16 22:43:08,308 - Train: 30.36% [379850/1251000] [303.6/1000.0] [batch_t 0.366 (0.430)] [data_t 0.026] [optim_t 0.340] [lr 0.002374] [CE 4.232 (4.190)] [KD 3.445 (3.326)] +2024-10-16 22:43:29,512 - Train: 30.37% [379900/1251000] [303.7/1000.0] [batch_t 0.432 (0.424)] [data_t 0.088] [optim_t 0.343] [lr 0.002374] [CE 4.021 (4.230)] [KD 3.290 (3.384)] +2024-10-16 22:43:50,226 - Train: 30.37% [379950/1251000] [303.7/1000.0] [batch_t 0.366 (0.414)] [data_t 0.015] [optim_t 0.350] [lr 0.002374] [CE 4.610 (4.240)] [KD 3.497 (3.352)] +2024-10-16 22:44:11,088 - Train: 30.38% [380000/1251000] [303.8/1000.0] [batch_t 0.470 (0.417)] [data_t 0.127] [optim_t 0.343] [lr 0.002374] [CE 4.506 (4.242)] [KD 3.426 (3.395)] +2024-10-16 22:44:32,047 - Train: 30.38% [380050/1251000] [303.8/1000.0] [batch_t 0.412 (0.419)] [data_t 0.068] [optim_t 0.344] [lr 0.002373] [CE 4.093 (4.352)] [KD 3.291 (3.453)] +2024-10-16 22:44:52,368 - Train: 30.38% [380100/1251000] [303.8/1000.0] [batch_t 0.416 (0.406)] [data_t 0.015] [optim_t 0.401] [lr 0.002373] [CE 4.614 (4.232)] [KD 3.673 (3.416)] +2024-10-16 22:45:14,080 - Train: 30.39% [380150/1251000] [303.9/1000.0] [batch_t 0.363 (0.434)] [data_t 0.015] [optim_t 0.347] [lr 0.002373] [CE 4.611 (4.316)] [KD 3.503 (3.458)] +2024-10-16 22:45:35,307 - Train: 30.39% [380200/1251000] [303.9/1000.0] [batch_t 0.517 (0.424)] [data_t 0.173] [optim_t 0.345] [lr 0.002373] [CE 3.835 (4.234)] [KD 3.154 (3.408)] +2024-10-16 22:45:56,995 - Train: 30.40% [380250/1251000] [304.0/1000.0] [batch_t 0.437 (0.434)] [data_t 0.095] [optim_t 0.342] [lr 0.002373] [CE 4.016 (4.328)] [KD 3.241 (3.509)] +2024-10-16 22:46:17,944 - Train: 30.40% [380300/1251000] [304.0/1000.0] [batch_t 0.358 (0.419)] [data_t 0.015] [optim_t 0.343] [lr 0.002373] [CE 3.849 (4.178)] [KD 3.216 (3.404)] +2024-10-16 22:46:40,824 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 37438] [top5_cnt 46366] [top_all 50000] +2024-10-16 22:46:40,825 - net: 74.876 (92.732) +2024-10-16 22:47:02,290 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 39942] [top5_cnt 47513] [top_all 50000] +2024-10-16 22:47:02,291 - net_E: 79.884 (95.026) +2024-10-16 22:47:02,440 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.886 (epoch: 302)] +2024-10-16 22:47:02,441 - ==> Total time: 1 day, 23:05:11 Eta: 4 days, 11:48:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 22:47:27,437 - Train: 30.40% [380350/1251000] [304.0/1000.0] [batch_t 0.359 (0.448)] [data_t 0.015] [optim_t 0.343] [lr 0.002373] [CE 4.215 (4.312)] [KD 3.440 (3.439)] +2024-10-16 22:47:48,743 - Train: 30.41% [380400/1251000] [304.1/1000.0] [batch_t 0.529 (0.426)] [data_t 0.015] [optim_t 0.513] [lr 0.002372] [CE 4.046 (4.293)] [KD 3.520 (3.393)] +2024-10-16 22:48:10,631 - Train: 30.41% [380450/1251000] [304.1/1000.0] [batch_t 0.432 (0.438)] [data_t 0.015] [optim_t 0.416] [lr 0.002372] [CE 3.937 (4.254)] [KD 3.263 (3.411)] +2024-10-16 22:48:32,414 - Train: 30.42% [380500/1251000] [304.2/1000.0] [batch_t 0.440 (0.436)] [data_t 0.015] [optim_t 0.424] [lr 0.002372] [CE 4.535 (4.219)] [KD 3.317 (3.378)] +2024-10-16 22:48:54,002 - Train: 30.42% [380550/1251000] [304.2/1000.0] [batch_t 0.487 (0.432)] [data_t 0.015] [optim_t 0.472] [lr 0.002372] [CE 4.339 (4.239)] [KD 3.284 (3.389)] +2024-10-16 22:49:15,316 - Train: 30.42% [380600/1251000] [304.2/1000.0] [batch_t 0.518 (0.426)] [data_t 0.015] [optim_t 0.502] [lr 0.002372] [CE 4.536 (4.242)] [KD 3.698 (3.375)] +2024-10-16 22:49:36,743 - Train: 30.43% [380650/1251000] [304.3/1000.0] [batch_t 0.499 (0.428)] [data_t 0.015] [optim_t 0.483] [lr 0.002372] [CE 4.394 (4.289)] [KD 3.768 (3.427)] +2024-10-16 22:49:58,990 - Train: 30.43% [380700/1251000] [304.3/1000.0] [batch_t 0.388 (0.445)] [data_t 0.015] [optim_t 0.373] [lr 0.002371] [CE 3.740 (4.138)] [KD 3.172 (3.362)] +2024-10-16 22:50:20,407 - Train: 30.44% [380750/1251000] [304.4/1000.0] [batch_t 0.359 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002371] [CE 4.538 (4.276)] [KD 3.400 (3.407)] +2024-10-16 22:50:42,154 - Train: 30.44% [380800/1251000] [304.4/1000.0] [batch_t 0.445 (0.435)] [data_t 0.015] [optim_t 0.430] [lr 0.002371] [CE 4.289 (4.248)] [KD 3.341 (3.421)] +2024-10-16 22:51:03,673 - Train: 30.44% [380850/1251000] [304.4/1000.0] [batch_t 0.465 (0.430)] [data_t 0.015] [optim_t 0.449] [lr 0.002371] [CE 4.340 (4.206)] [KD 3.536 (3.385)] +2024-10-16 22:51:25,565 - Train: 30.45% [380900/1251000] [304.5/1000.0] [batch_t 0.397 (0.438)] [data_t 0.015] [optim_t 0.381] [lr 0.002371] [CE 3.975 (4.229)] [KD 3.319 (3.411)] +2024-10-16 22:51:46,475 - Train: 30.45% [380950/1251000] [304.5/1000.0] [batch_t 0.429 (0.418)] [data_t 0.015] [optim_t 0.414] [lr 0.002371] [CE 4.349 (4.201)] [KD 3.690 (3.419)] +2024-10-16 22:52:07,913 - Train: 30.46% [381000/1251000] [304.6/1000.0] [batch_t 0.459 (0.429)] [data_t 0.016] [optim_t 0.444] [lr 0.002371] [CE 3.715 (4.124)] [KD 3.259 (3.349)] +2024-10-16 22:52:29,565 - Train: 30.46% [381050/1251000] [304.6/1000.0] [batch_t 0.482 (0.433)] [data_t 0.015] [optim_t 0.467] [lr 0.002370] [CE 4.260 (4.334)] [KD 3.312 (3.431)] +2024-10-16 22:52:51,358 - Train: 30.46% [381100/1251000] [304.6/1000.0] [batch_t 0.421 (0.436)] [data_t 0.015] [optim_t 0.406] [lr 0.002370] [CE 4.379 (4.317)] [KD 3.621 (3.456)] +2024-10-16 22:53:13,130 - Train: 30.47% [381150/1251000] [304.7/1000.0] [batch_t 0.383 (0.435)] [data_t 0.015] [optim_t 0.367] [lr 0.002370] [CE 4.601 (4.241)] [KD 3.728 (3.444)] +2024-10-16 22:53:35,013 - Train: 30.47% [381200/1251000] [304.7/1000.0] [batch_t 0.485 (0.438)] [data_t 0.015] [optim_t 0.469] [lr 0.002370] [CE 4.127 (4.293)] [KD 3.187 (3.408)] +2024-10-16 22:53:56,461 - Train: 30.48% [381250/1251000] [304.8/1000.0] [batch_t 0.484 (0.429)] [data_t 0.016] [optim_t 0.469] [lr 0.002370] [CE 4.048 (4.243)] [KD 3.377 (3.437)] +2024-10-16 22:54:18,044 - Train: 30.48% [381300/1251000] [304.8/1000.0] [batch_t 0.452 (0.431)] [data_t 0.016] [optim_t 0.436] [lr 0.002370] [CE 4.235 (4.231)] [KD 3.299 (3.354)] +2024-10-16 22:54:39,178 - Train: 30.48% [381350/1251000] [304.8/1000.0] [batch_t 0.421 (0.423)] [data_t 0.016] [optim_t 0.406] [lr 0.002370] [CE 4.301 (4.267)] [KD 3.396 (3.420)] +2024-10-16 22:55:00,991 - Train: 30.49% [381400/1251000] [304.9/1000.0] [batch_t 0.439 (0.436)] [data_t 0.016] [optim_t 0.424] [lr 0.002369] [CE 4.058 (4.304)] [KD 3.371 (3.439)] +2024-10-16 22:55:21,504 - Train: 30.49% [381450/1251000] [304.9/1000.0] [batch_t 0.465 (0.410)] [data_t 0.016] [optim_t 0.450] [lr 0.002369] [CE 4.507 (4.295)] [KD 3.419 (3.404)] +2024-10-16 22:55:43,114 - Train: 30.50% [381500/1251000] [305.0/1000.0] [batch_t 0.442 (0.432)] [data_t 0.015] [optim_t 0.427] [lr 0.002369] [CE 3.952 (4.292)] [KD 3.330 (3.452)] +2024-10-16 22:56:04,576 - Train: 30.50% [381550/1251000] [305.0/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.002369] [CE 4.521 (4.218)] [KD 3.663 (3.410)] +2024-10-16 22:56:27,993 - Test (net): 100.00% [50/50] [batch_t 0.140 (0.425)] [top1_cnt 37739] [top5_cnt 46428] [top_all 50000] +2024-10-16 22:56:27,994 - net: 75.478 (92.856) +2024-10-16 22:56:49,199 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 39929] [top5_cnt 47516] [top_all 50000] +2024-10-16 22:56:49,199 - net_E: 79.858 (95.032) +2024-10-16 22:56:49,343 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.886 (epoch: 302)] +2024-10-16 22:56:49,343 - ==> Total time: 1 day, 23:14:57 Eta: 4 days, 11:40:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 22:57:13,347 - Train: 30.50% [381600/1251000] [305.0/1000.0] [batch_t 0.452 (0.500)] [data_t 0.015] [optim_t 0.437] [lr 0.002369] [CE 4.246 (4.278)] [KD 3.140 (3.373)] +2024-10-16 22:57:35,100 - Train: 30.51% [381650/1251000] [305.1/1000.0] [batch_t 0.371 (0.435)] [data_t 0.015] [optim_t 0.355] [lr 0.002369] [CE 4.085 (4.218)] [KD 3.164 (3.348)] +2024-10-16 22:57:56,578 - Train: 30.51% [381700/1251000] [305.1/1000.0] [batch_t 0.366 (0.429)] [data_t 0.015] [optim_t 0.351] [lr 0.002368] [CE 4.663 (4.187)] [KD 3.650 (3.341)] +2024-10-16 22:58:18,102 - Train: 30.52% [381750/1251000] [305.2/1000.0] [batch_t 0.457 (0.430)] [data_t 0.015] [optim_t 0.441] [lr 0.002368] [CE 4.157 (4.205)] [KD 3.135 (3.356)] +2024-10-16 22:58:39,959 - Train: 30.52% [381800/1251000] [305.2/1000.0] [batch_t 0.529 (0.437)] [data_t 0.015] [optim_t 0.513] [lr 0.002368] [CE 4.422 (4.227)] [KD 3.454 (3.425)] +2024-10-16 22:59:01,064 - Train: 30.52% [381850/1251000] [305.2/1000.0] [batch_t 0.393 (0.422)] [data_t 0.015] [optim_t 0.377] [lr 0.002368] [CE 3.975 (4.282)] [KD 3.196 (3.382)] +2024-10-16 22:59:23,146 - Train: 30.53% [381900/1251000] [305.3/1000.0] [batch_t 0.797 (0.442)] [data_t 0.015] [optim_t 0.782] [lr 0.002368] [CE 4.210 (4.133)] [KD 3.445 (3.298)] +2024-10-16 22:59:44,435 - Train: 30.53% [381950/1251000] [305.3/1000.0] [batch_t 0.468 (0.426)] [data_t 0.015] [optim_t 0.453] [lr 0.002368] [CE 4.075 (4.259)] [KD 3.294 (3.361)] +2024-10-16 23:00:06,403 - Train: 30.54% [382000/1251000] [305.4/1000.0] [batch_t 0.505 (0.439)] [data_t 0.015] [optim_t 0.490] [lr 0.002368] [CE 4.216 (4.264)] [KD 3.337 (3.392)] +2024-10-16 23:00:27,668 - Train: 30.54% [382050/1251000] [305.4/1000.0] [batch_t 0.384 (0.425)] [data_t 0.016] [optim_t 0.369] [lr 0.002367] [CE 4.221 (4.128)] [KD 3.494 (3.361)] +2024-10-16 23:00:48,780 - Train: 30.54% [382100/1251000] [305.4/1000.0] [batch_t 0.455 (0.422)] [data_t 0.015] [optim_t 0.440] [lr 0.002367] [CE 3.477 (4.189)] [KD 3.035 (3.374)] +2024-10-16 23:01:10,517 - Train: 30.55% [382150/1251000] [305.5/1000.0] [batch_t 0.548 (0.435)] [data_t 0.016] [optim_t 0.533] [lr 0.002367] [CE 3.890 (4.206)] [KD 3.192 (3.443)] +2024-10-16 23:01:32,017 - Train: 30.55% [382200/1251000] [305.5/1000.0] [batch_t 0.462 (0.430)] [data_t 0.015] [optim_t 0.446] [lr 0.002367] [CE 4.398 (4.287)] [KD 3.368 (3.416)] +2024-10-16 23:01:54,372 - Train: 30.56% [382250/1251000] [305.6/1000.0] [batch_t 0.508 (0.447)] [data_t 0.015] [optim_t 0.493] [lr 0.002367] [CE 4.519 (4.293)] [KD 3.594 (3.399)] +2024-10-16 23:02:16,327 - Train: 30.56% [382300/1251000] [305.6/1000.0] [batch_t 0.403 (0.439)] [data_t 0.015] [optim_t 0.388] [lr 0.002367] [CE 4.553 (4.274)] [KD 3.486 (3.374)] +2024-10-16 23:02:38,325 - Train: 30.56% [382350/1251000] [305.6/1000.0] [batch_t 0.434 (0.440)] [data_t 0.015] [optim_t 0.419] [lr 0.002366] [CE 4.154 (4.265)] [KD 3.371 (3.395)] +2024-10-16 23:02:59,583 - Train: 30.57% [382400/1251000] [305.7/1000.0] [batch_t 0.364 (0.425)] [data_t 0.015] [optim_t 0.348] [lr 0.002366] [CE 4.269 (4.212)] [KD 3.242 (3.357)] +2024-10-16 23:03:21,103 - Train: 30.57% [382450/1251000] [305.7/1000.0] [batch_t 0.418 (0.430)] [data_t 0.015] [optim_t 0.403] [lr 0.002366] [CE 4.223 (4.246)] [KD 3.236 (3.395)] +2024-10-16 23:03:42,766 - Train: 30.58% [382500/1251000] [305.8/1000.0] [batch_t 0.381 (0.433)] [data_t 0.015] [optim_t 0.365] [lr 0.002366] [CE 4.633 (4.211)] [KD 3.691 (3.437)] +2024-10-16 23:04:04,642 - Train: 30.58% [382550/1251000] [305.8/1000.0] [batch_t 0.443 (0.437)] [data_t 0.015] [optim_t 0.428] [lr 0.002366] [CE 4.438 (4.218)] [KD 3.314 (3.370)] +2024-10-16 23:04:25,923 - Train: 30.58% [382600/1251000] [305.8/1000.0] [batch_t 0.449 (0.426)] [data_t 0.016] [optim_t 0.433] [lr 0.002366] [CE 4.241 (4.312)] [KD 3.344 (3.406)] +2024-10-16 23:04:47,188 - Train: 30.59% [382650/1251000] [305.9/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.002366] [CE 4.027 (4.253)] [KD 3.419 (3.409)] +2024-10-16 23:05:09,005 - Train: 30.59% [382700/1251000] [305.9/1000.0] [batch_t 0.383 (0.436)] [data_t 0.015] [optim_t 0.368] [lr 0.002365] [CE 3.887 (4.262)] [KD 3.129 (3.406)] +2024-10-16 23:05:30,668 - Train: 30.60% [382750/1251000] [306.0/1000.0] [batch_t 0.406 (0.433)] [data_t 0.015] [optim_t 0.391] [lr 0.002365] [CE 4.283 (4.209)] [KD 3.252 (3.366)] +2024-10-16 23:05:51,790 - Train: 30.60% [382800/1251000] [306.0/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.002365] [CE 4.479 (4.251)] [KD 3.461 (3.378)] +2024-10-16 23:06:14,481 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.406)] [top1_cnt 37731] [top5_cnt 46378] [top_all 50000] +2024-10-16 23:06:14,482 - net: 75.462 (92.756) +2024-10-16 23:06:36,190 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 39920] [top5_cnt 47500] [top_all 50000] +2024-10-16 23:06:36,191 - net_E: 79.840 (95.000) +2024-10-16 23:06:36,343 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.886 (epoch: 302)] +2024-10-16 23:06:36,343 - ==> Total time: 1 day, 23:24:44 Eta: 4 days, 11:31:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 23:06:59,284 - Train: 30.60% [382850/1251000] [306.0/1000.0] [batch_t 0.360 (0.483)] [data_t 0.015] [optim_t 0.345] [lr 0.002365] [CE 4.329 (4.251)] [KD 3.333 (3.350)] +2024-10-16 23:07:19,568 - Train: 30.61% [382900/1251000] [306.1/1000.0] [batch_t 0.362 (0.406)] [data_t 0.015] [optim_t 0.346] [lr 0.002365] [CE 4.444 (4.222)] [KD 3.569 (3.349)] +2024-10-16 23:07:40,376 - Train: 30.61% [382950/1251000] [306.1/1000.0] [batch_t 0.406 (0.416)] [data_t 0.015] [optim_t 0.391] [lr 0.002365] [CE 3.966 (4.281)] [KD 3.173 (3.401)] +2024-10-16 23:08:01,285 - Train: 30.62% [383000/1251000] [306.2/1000.0] [batch_t 0.361 (0.418)] [data_t 0.016] [optim_t 0.345] [lr 0.002364] [CE 3.935 (4.276)] [KD 3.361 (3.365)] +2024-10-16 23:08:22,438 - Train: 30.62% [383050/1251000] [306.2/1000.0] [batch_t 0.385 (0.423)] [data_t 0.015] [optim_t 0.369] [lr 0.002364] [CE 4.002 (4.179)] [KD 3.337 (3.311)] +2024-10-16 23:08:43,489 - Train: 30.62% [383100/1251000] [306.2/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.347] [lr 0.002364] [CE 4.298 (4.184)] [KD 3.393 (3.386)] +2024-10-16 23:09:04,712 - Train: 30.63% [383150/1251000] [306.3/1000.0] [batch_t 0.422 (0.424)] [data_t 0.016] [optim_t 0.406] [lr 0.002364] [CE 3.504 (4.216)] [KD 3.147 (3.391)] +2024-10-16 23:09:25,665 - Train: 30.63% [383200/1251000] [306.3/1000.0] [batch_t 0.434 (0.419)] [data_t 0.015] [optim_t 0.418] [lr 0.002364] [CE 3.864 (4.227)] [KD 3.248 (3.410)] +2024-10-16 23:09:46,931 - Train: 30.64% [383250/1251000] [306.4/1000.0] [batch_t 0.458 (0.425)] [data_t 0.015] [optim_t 0.443] [lr 0.002364] [CE 4.750 (4.295)] [KD 3.783 (3.451)] +2024-10-16 23:10:08,175 - Train: 30.64% [383300/1251000] [306.4/1000.0] [batch_t 0.496 (0.425)] [data_t 0.016] [optim_t 0.480] [lr 0.002364] [CE 4.380 (4.270)] [KD 3.453 (3.424)] +2024-10-16 23:10:29,137 - Train: 30.64% [383350/1251000] [306.4/1000.0] [batch_t 0.376 (0.419)] [data_t 0.015] [optim_t 0.360] [lr 0.002363] [CE 3.968 (4.306)] [KD 3.168 (3.405)] +2024-10-16 23:10:50,642 - Train: 30.65% [383400/1251000] [306.5/1000.0] [batch_t 0.460 (0.430)] [data_t 0.015] [optim_t 0.445] [lr 0.002363] [CE 4.332 (4.286)] [KD 3.430 (3.397)] +2024-10-16 23:11:12,394 - Train: 30.65% [383450/1251000] [306.5/1000.0] [batch_t 0.461 (0.435)] [data_t 0.015] [optim_t 0.445] [lr 0.002363] [CE 4.369 (4.278)] [KD 3.510 (3.398)] +2024-10-16 23:11:33,915 - Train: 30.66% [383500/1251000] [306.6/1000.0] [batch_t 0.442 (0.430)] [data_t 0.015] [optim_t 0.427] [lr 0.002363] [CE 3.987 (4.292)] [KD 3.290 (3.388)] +2024-10-16 23:11:55,080 - Train: 30.66% [383550/1251000] [306.6/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.002363] [CE 4.143 (4.241)] [KD 3.357 (3.367)] +2024-10-16 23:12:17,114 - Train: 30.66% [383600/1251000] [306.6/1000.0] [batch_t 0.445 (0.441)] [data_t 0.015] [optim_t 0.430] [lr 0.002363] [CE 4.037 (4.151)] [KD 3.176 (3.317)] +2024-10-16 23:12:38,500 - Train: 30.67% [383650/1251000] [306.7/1000.0] [batch_t 0.395 (0.428)] [data_t 0.015] [optim_t 0.380] [lr 0.002362] [CE 4.297 (4.246)] [KD 3.378 (3.378)] +2024-10-16 23:12:59,502 - Train: 30.67% [383700/1251000] [306.7/1000.0] [batch_t 0.366 (0.420)] [data_t 0.015] [optim_t 0.351] [lr 0.002362] [CE 4.326 (4.215)] [KD 3.310 (3.375)] +2024-10-16 23:13:20,726 - Train: 30.68% [383750/1251000] [306.8/1000.0] [batch_t 0.497 (0.424)] [data_t 0.015] [optim_t 0.482] [lr 0.002362] [CE 4.465 (4.233)] [KD 3.283 (3.349)] +2024-10-16 23:13:42,602 - Train: 30.68% [383800/1251000] [306.8/1000.0] [batch_t 0.411 (0.437)] [data_t 0.064] [optim_t 0.347] [lr 0.002362] [CE 4.174 (4.223)] [KD 3.404 (3.404)] +2024-10-16 23:14:03,528 - Train: 30.68% [383850/1251000] [306.8/1000.0] [batch_t 0.380 (0.418)] [data_t 0.032] [optim_t 0.348] [lr 0.002362] [CE 4.170 (4.194)] [KD 3.226 (3.385)] +2024-10-16 23:14:24,605 - Train: 30.69% [383900/1251000] [306.9/1000.0] [batch_t 0.365 (0.421)] [data_t 0.015] [optim_t 0.349] [lr 0.002362] [CE 4.050 (4.193)] [KD 3.375 (3.406)] +2024-10-16 23:14:45,447 - Train: 30.69% [383950/1251000] [306.9/1000.0] [batch_t 0.403 (0.417)] [data_t 0.060] [optim_t 0.343] [lr 0.002362] [CE 4.526 (4.229)] [KD 3.545 (3.401)] +2024-10-16 23:15:06,315 - Train: 30.70% [384000/1251000] [307.0/1000.0] [batch_t 0.395 (0.417)] [data_t 0.052] [optim_t 0.343] [lr 0.002361] [CE 4.689 (4.288)] [KD 3.734 (3.432)] +2024-10-16 23:15:27,123 - Train: 30.70% [384050/1251000] [307.0/1000.0] [batch_t 0.357 (0.416)] [data_t 0.015] [optim_t 0.342] [lr 0.002361] [CE 4.067 (4.208)] [KD 3.305 (3.413)] +2024-10-16 23:15:51,013 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 37893] [top5_cnt 46534] [top_all 50000] +2024-10-16 23:15:51,014 - net: 75.786 (93.068) +2024-10-16 23:16:12,894 - Test (net_E): 100.00% [50/50] [batch_t 0.134 (0.431)] [top1_cnt 39943] [top5_cnt 47516] [top_all 50000] +2024-10-16 23:16:12,894 - net_E: 79.886 (95.032) +2024-10-16 23:16:13,039 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.886 (epoch: 302)] +2024-10-16 23:16:13,039 - ==> Total time: 1 day, 23:34:21 Eta: 4 days, 11:23:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 23:16:35,766 - Train: 30.70% [384100/1251000] [307.0/1000.0] [batch_t 0.512 (0.498)] [data_t 0.171] [optim_t 0.341] [lr 0.002361] [CE 4.317 (4.241)] [KD 3.461 (3.378)] +2024-10-16 23:16:58,216 - Train: 30.71% [384150/1251000] [307.1/1000.0] [batch_t 0.437 (0.449)] [data_t 0.095] [optim_t 0.341] [lr 0.002361] [CE 4.012 (4.260)] [KD 3.218 (3.384)] +2024-10-16 23:17:19,074 - Train: 30.71% [384200/1251000] [307.1/1000.0] [batch_t 0.446 (0.417)] [data_t 0.107] [optim_t 0.340] [lr 0.002361] [CE 4.142 (4.233)] [KD 3.256 (3.393)] +2024-10-16 23:17:39,161 - Train: 30.72% [384250/1251000] [307.2/1000.0] [batch_t 0.360 (0.402)] [data_t 0.015] [optim_t 0.345] [lr 0.002361] [CE 4.188 (4.219)] [KD 3.436 (3.346)] +2024-10-16 23:17:59,547 - Train: 30.72% [384300/1251000] [307.2/1000.0] [batch_t 0.403 (0.408)] [data_t 0.059] [optim_t 0.344] [lr 0.002360] [CE 3.987 (4.196)] [KD 3.118 (3.319)] +2024-10-16 23:18:19,910 - Train: 30.72% [384350/1251000] [307.2/1000.0] [batch_t 0.414 (0.407)] [data_t 0.073] [optim_t 0.341] [lr 0.002360] [CE 4.508 (4.205)] [KD 3.560 (3.334)] +2024-10-16 23:18:41,132 - Train: 30.73% [384400/1251000] [307.3/1000.0] [batch_t 0.443 (0.424)] [data_t 0.099] [optim_t 0.343] [lr 0.002360] [CE 4.283 (4.192)] [KD 3.253 (3.282)] +2024-10-16 23:19:02,173 - Train: 30.73% [384450/1251000] [307.3/1000.0] [batch_t 0.433 (0.421)] [data_t 0.092] [optim_t 0.342] [lr 0.002360] [CE 4.163 (4.250)] [KD 3.398 (3.393)] +2024-10-16 23:19:22,788 - Train: 30.74% [384500/1251000] [307.4/1000.0] [batch_t 0.403 (0.412)] [data_t 0.059] [optim_t 0.343] [lr 0.002360] [CE 4.101 (4.259)] [KD 3.150 (3.412)] +2024-10-16 23:19:43,846 - Train: 30.74% [384550/1251000] [307.4/1000.0] [batch_t 0.359 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.002360] [CE 4.414 (4.291)] [KD 3.372 (3.419)] +2024-10-16 23:20:04,638 - Train: 30.74% [384600/1251000] [307.4/1000.0] [batch_t 0.457 (0.416)] [data_t 0.016] [optim_t 0.442] [lr 0.002360] [CE 4.319 (4.280)] [KD 3.637 (3.418)] +2024-10-16 23:20:25,510 - Train: 30.75% [384650/1251000] [307.5/1000.0] [batch_t 0.414 (0.417)] [data_t 0.015] [optim_t 0.399] [lr 0.002359] [CE 3.763 (4.251)] [KD 3.117 (3.463)] +2024-10-16 23:20:46,637 - Train: 30.75% [384700/1251000] [307.5/1000.0] [batch_t 0.879 (0.422)] [data_t 0.015] [optim_t 0.863] [lr 0.002359] [CE 4.464 (4.286)] [KD 3.431 (3.392)] +2024-10-16 23:21:07,253 - Train: 30.76% [384750/1251000] [307.6/1000.0] [batch_t 0.442 (0.412)] [data_t 0.015] [optim_t 0.427] [lr 0.002359] [CE 4.625 (4.304)] [KD 3.419 (3.392)] +2024-10-16 23:21:27,725 - Train: 30.76% [384800/1251000] [307.6/1000.0] [batch_t 0.365 (0.409)] [data_t 0.015] [optim_t 0.349] [lr 0.002359] [CE 4.356 (4.253)] [KD 3.474 (3.424)] +2024-10-16 23:21:49,099 - Train: 30.76% [384850/1251000] [307.6/1000.0] [batch_t 0.391 (0.427)] [data_t 0.015] [optim_t 0.376] [lr 0.002359] [CE 4.285 (4.190)] [KD 3.379 (3.420)] +2024-10-16 23:22:10,057 - Train: 30.77% [384900/1251000] [307.7/1000.0] [batch_t 0.397 (0.419)] [data_t 0.015] [optim_t 0.381] [lr 0.002359] [CE 3.787 (4.265)] [KD 3.432 (3.456)] +2024-10-16 23:22:30,941 - Train: 30.77% [384950/1251000] [307.7/1000.0] [batch_t 0.360 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.002358] [CE 3.859 (4.223)] [KD 3.246 (3.408)] +2024-10-16 23:22:51,794 - Train: 30.78% [385000/1251000] [307.8/1000.0] [batch_t 0.411 (0.417)] [data_t 0.015] [optim_t 0.395] [lr 0.002358] [CE 3.569 (4.201)] [KD 2.951 (3.340)] +2024-10-16 23:23:12,301 - Train: 30.78% [385050/1251000] [307.8/1000.0] [batch_t 0.509 (0.410)] [data_t 0.016] [optim_t 0.493] [lr 0.002358] [CE 4.049 (4.299)] [KD 3.235 (3.436)] +2024-10-16 23:23:33,400 - Train: 30.78% [385100/1251000] [307.8/1000.0] [batch_t 0.416 (0.422)] [data_t 0.015] [optim_t 0.401] [lr 0.002358] [CE 4.402 (4.262)] [KD 3.539 (3.422)] +2024-10-16 23:23:54,198 - Train: 30.79% [385150/1251000] [307.9/1000.0] [batch_t 0.400 (0.416)] [data_t 0.015] [optim_t 0.385] [lr 0.002358] [CE 3.920 (4.220)] [KD 3.191 (3.425)] +2024-10-16 23:24:14,827 - Train: 30.79% [385200/1251000] [307.9/1000.0] [batch_t 0.426 (0.412)] [data_t 0.015] [optim_t 0.411] [lr 0.002358] [CE 4.640 (4.269)] [KD 3.598 (3.392)] +2024-10-16 23:24:35,566 - Train: 30.80% [385250/1251000] [308.0/1000.0] [batch_t 0.467 (0.415)] [data_t 0.015] [optim_t 0.452] [lr 0.002358] [CE 4.343 (4.238)] [KD 3.359 (3.460)] +2024-10-16 23:24:56,088 - Train: 30.80% [385300/1251000] [308.0/1000.0] [batch_t 0.360 (0.410)] [data_t 0.015] [optim_t 0.345] [lr 0.002357] [CE 4.194 (4.233)] [KD 3.546 (3.426)] +2024-10-16 23:25:20,664 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 37778] [top5_cnt 46519] [top_all 50000] +2024-10-16 23:25:20,665 - net: 75.556 (93.038) +2024-10-16 23:25:42,320 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 39957] [top5_cnt 47529] [top_all 50000] +2024-10-16 23:25:42,320 - net_E: 79.914 (95.058) +2024-10-16 23:25:42,475 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.914 (epoch: 308)] +2024-10-16 23:25:42,475 - ==> Total time: 1 day, 23:43:51 Eta: 4 days, 11:14:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 23:26:05,752 - Train: 30.80% [385350/1251000] [308.0/1000.0] [batch_t 0.934 (0.453)] [data_t 0.592] [optim_t 0.342] [lr 0.002357] [CE 3.870 (4.290)] [KD 3.365 (3.431)] +2024-10-16 23:26:27,363 - Train: 30.81% [385400/1251000] [308.1/1000.0] [batch_t 0.439 (0.432)] [data_t 0.098] [optim_t 0.341] [lr 0.002357] [CE 4.859 (4.193)] [KD 3.625 (3.289)] +2024-10-16 23:26:49,283 - Train: 30.81% [385450/1251000] [308.1/1000.0] [batch_t 0.362 (0.438)] [data_t 0.015] [optim_t 0.347] [lr 0.002357] [CE 4.502 (4.220)] [KD 3.267 (3.358)] +2024-10-16 23:27:10,629 - Train: 30.82% [385500/1251000] [308.2/1000.0] [batch_t 0.475 (0.427)] [data_t 0.134] [optim_t 0.341] [lr 0.002357] [CE 3.907 (4.167)] [KD 3.110 (3.257)] +2024-10-16 23:27:31,789 - Train: 30.82% [385550/1251000] [308.2/1000.0] [batch_t 0.432 (0.423)] [data_t 0.015] [optim_t 0.417] [lr 0.002357] [CE 3.722 (4.195)] [KD 3.020 (3.328)] +2024-10-16 23:27:53,645 - Train: 30.82% [385600/1251000] [308.2/1000.0] [batch_t 0.360 (0.437)] [data_t 0.015] [optim_t 0.344] [lr 0.002357] [CE 4.272 (4.196)] [KD 3.442 (3.379)] +2024-10-16 23:28:14,829 - Train: 30.83% [385650/1251000] [308.3/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.343] [lr 0.002356] [CE 4.173 (4.252)] [KD 3.244 (3.390)] +2024-10-16 23:28:35,366 - Train: 30.83% [385700/1251000] [308.3/1000.0] [batch_t 0.364 (0.411)] [data_t 0.016] [optim_t 0.349] [lr 0.002356] [CE 3.845 (4.314)] [KD 3.159 (3.392)] +2024-10-16 23:28:56,542 - Train: 30.84% [385750/1251000] [308.4/1000.0] [batch_t 0.623 (0.423)] [data_t 0.015] [optim_t 0.608] [lr 0.002356] [CE 3.979 (4.202)] [KD 3.283 (3.385)] +2024-10-16 23:29:17,901 - Train: 30.84% [385800/1251000] [308.4/1000.0] [batch_t 0.470 (0.427)] [data_t 0.015] [optim_t 0.455] [lr 0.002356] [CE 4.558 (4.258)] [KD 3.456 (3.381)] +2024-10-16 23:29:39,476 - Train: 30.84% [385850/1251000] [308.4/1000.0] [batch_t 0.509 (0.431)] [data_t 0.015] [optim_t 0.494] [lr 0.002356] [CE 4.360 (4.128)] [KD 3.532 (3.354)] +2024-10-16 23:30:00,254 - Train: 30.85% [385900/1251000] [308.5/1000.0] [batch_t 0.397 (0.415)] [data_t 0.015] [optim_t 0.381] [lr 0.002356] [CE 4.401 (4.210)] [KD 3.468 (3.404)] +2024-10-16 23:30:21,229 - Train: 30.85% [385950/1251000] [308.5/1000.0] [batch_t 0.428 (0.419)] [data_t 0.015] [optim_t 0.413] [lr 0.002355] [CE 4.077 (4.246)] [KD 3.310 (3.434)] +2024-10-16 23:30:42,681 - Train: 30.86% [386000/1251000] [308.6/1000.0] [batch_t 0.429 (0.429)] [data_t 0.015] [optim_t 0.414] [lr 0.002355] [CE 4.625 (4.236)] [KD 3.600 (3.416)] +2024-10-16 23:31:04,051 - Train: 30.86% [386050/1251000] [308.6/1000.0] [batch_t 0.360 (0.427)] [data_t 0.015] [optim_t 0.345] [lr 0.002355] [CE 4.438 (4.335)] [KD 3.594 (3.429)] +2024-10-16 23:31:25,035 - Train: 30.86% [386100/1251000] [308.6/1000.0] [batch_t 0.413 (0.420)] [data_t 0.015] [optim_t 0.398] [lr 0.002355] [CE 4.186 (4.274)] [KD 3.363 (3.402)] +2024-10-16 23:31:46,348 - Train: 30.87% [386150/1251000] [308.7/1000.0] [batch_t 0.413 (0.426)] [data_t 0.015] [optim_t 0.398] [lr 0.002355] [CE 3.634 (4.226)] [KD 2.965 (3.383)] +2024-10-16 23:32:07,594 - Train: 30.87% [386200/1251000] [308.7/1000.0] [batch_t 0.400 (0.425)] [data_t 0.015] [optim_t 0.384] [lr 0.002355] [CE 3.821 (4.297)] [KD 3.400 (3.435)] +2024-10-16 23:32:29,361 - Train: 30.88% [386250/1251000] [308.8/1000.0] [batch_t 0.412 (0.435)] [data_t 0.015] [optim_t 0.397] [lr 0.002355] [CE 3.949 (4.239)] [KD 3.440 (3.373)] +2024-10-16 23:32:51,137 - Train: 30.88% [386300/1251000] [308.8/1000.0] [batch_t 0.438 (0.435)] [data_t 0.015] [optim_t 0.423] [lr 0.002354] [CE 4.103 (4.258)] [KD 3.227 (3.394)] +2024-10-16 23:33:12,440 - Train: 30.88% [386350/1251000] [308.8/1000.0] [batch_t 0.410 (0.426)] [data_t 0.015] [optim_t 0.394] [lr 0.002354] [CE 4.728 (4.222)] [KD 3.758 (3.390)] +2024-10-16 23:33:33,626 - Train: 30.89% [386400/1251000] [308.9/1000.0] [batch_t 0.410 (0.424)] [data_t 0.015] [optim_t 0.395] [lr 0.002354] [CE 4.399 (4.222)] [KD 3.591 (3.382)] +2024-10-16 23:33:55,190 - Train: 30.89% [386450/1251000] [308.9/1000.0] [batch_t 0.362 (0.431)] [data_t 0.015] [optim_t 0.347] [lr 0.002354] [CE 3.929 (4.268)] [KD 3.215 (3.412)] +2024-10-16 23:34:16,272 - Train: 30.90% [386500/1251000] [309.0/1000.0] [batch_t 0.413 (0.422)] [data_t 0.016] [optim_t 0.398] [lr 0.002354] [CE 4.787 (4.284)] [KD 3.740 (3.417)] +2024-10-16 23:34:37,699 - Train: 30.90% [386550/1251000] [309.0/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.002354] [CE 4.307 (4.200)] [KD 3.467 (3.376)] +2024-10-16 23:35:05,257 - Test (net): 100.00% [50/50] [batch_t 0.150 (0.483)] [top1_cnt 37537] [top5_cnt 46371] [top_all 50000] +2024-10-16 23:35:05,258 - net: 75.074 (92.742) +2024-10-16 23:35:27,181 - Test (net_E): 100.00% [50/50] [batch_t 0.149 (0.431)] [top1_cnt 39958] [top5_cnt 47511] [top_all 50000] +2024-10-16 23:35:27,182 - net_E: 79.916 (95.022) +2024-10-16 23:35:27,370 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.916 (epoch: 309)] +2024-10-16 23:35:27,370 - ==> Total time: 1 day, 23:53:35 Eta: 4 days, 11:06:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 23:35:50,499 - Train: 30.90% [386600/1251000] [309.0/1000.0] [batch_t 0.361 (0.452)] [data_t 0.015] [optim_t 0.345] [lr 0.002353] [CE 4.449 (4.261)] [KD 3.219 (3.383)] +2024-10-16 23:36:12,924 - Train: 30.91% [386650/1251000] [309.1/1000.0] [batch_t 0.469 (0.448)] [data_t 0.015] [optim_t 0.454] [lr 0.002353] [CE 3.702 (4.231)] [KD 3.260 (3.358)] +2024-10-16 23:36:34,376 - Train: 30.91% [386700/1251000] [309.1/1000.0] [batch_t 0.423 (0.429)] [data_t 0.015] [optim_t 0.408] [lr 0.002353] [CE 3.962 (4.141)] [KD 3.295 (3.352)] +2024-10-16 23:36:55,584 - Train: 30.92% [386750/1251000] [309.2/1000.0] [batch_t 0.449 (0.424)] [data_t 0.016] [optim_t 0.434] [lr 0.002353] [CE 4.608 (4.228)] [KD 3.579 (3.365)] +2024-10-16 23:37:16,802 - Train: 30.92% [386800/1251000] [309.2/1000.0] [batch_t 0.400 (0.424)] [data_t 0.016] [optim_t 0.385] [lr 0.002353] [CE 3.724 (4.260)] [KD 3.054 (3.400)] +2024-10-16 23:37:37,680 - Train: 30.92% [386850/1251000] [309.2/1000.0] [batch_t 0.388 (0.417)] [data_t 0.016] [optim_t 0.372] [lr 0.002353] [CE 4.199 (4.243)] [KD 3.296 (3.341)] +2024-10-16 23:37:59,023 - Train: 30.93% [386900/1251000] [309.3/1000.0] [batch_t 0.443 (0.427)] [data_t 0.015] [optim_t 0.428] [lr 0.002353] [CE 4.110 (4.228)] [KD 3.285 (3.372)] +2024-10-16 23:38:19,883 - Train: 30.93% [386950/1251000] [309.3/1000.0] [batch_t 0.379 (0.417)] [data_t 0.015] [optim_t 0.363] [lr 0.002352] [CE 4.542 (4.224)] [KD 3.375 (3.348)] +2024-10-16 23:38:40,977 - Train: 30.94% [387000/1251000] [309.4/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.002352] [CE 4.164 (4.282)] [KD 3.244 (3.409)] +2024-10-16 23:39:02,271 - Train: 30.94% [387050/1251000] [309.4/1000.0] [batch_t 0.449 (0.426)] [data_t 0.015] [optim_t 0.434] [lr 0.002352] [CE 4.175 (4.220)] [KD 3.297 (3.415)] +2024-10-16 23:39:23,506 - Train: 30.94% [387100/1251000] [309.4/1000.0] [batch_t 0.376 (0.425)] [data_t 0.015] [optim_t 0.360] [lr 0.002352] [CE 4.363 (4.280)] [KD 3.296 (3.439)] +2024-10-16 23:39:44,399 - Train: 30.95% [387150/1251000] [309.5/1000.0] [batch_t 0.411 (0.418)] [data_t 0.015] [optim_t 0.395] [lr 0.002352] [CE 3.591 (4.229)] [KD 3.022 (3.353)] +2024-10-16 23:40:04,829 - Train: 30.95% [387200/1251000] [309.5/1000.0] [batch_t 0.440 (0.408)] [data_t 0.015] [optim_t 0.424] [lr 0.002352] [CE 4.407 (4.137)] [KD 3.657 (3.358)] +2024-10-16 23:40:26,485 - Train: 30.96% [387250/1251000] [309.6/1000.0] [batch_t 0.454 (0.433)] [data_t 0.015] [optim_t 0.439] [lr 0.002351] [CE 3.594 (4.208)] [KD 3.217 (3.435)] +2024-10-16 23:40:47,654 - Train: 30.96% [387300/1251000] [309.6/1000.0] [batch_t 0.361 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.002351] [CE 4.225 (4.264)] [KD 3.291 (3.414)] +2024-10-16 23:41:09,133 - Train: 30.96% [387350/1251000] [309.6/1000.0] [batch_t 0.410 (0.429)] [data_t 0.015] [optim_t 0.395] [lr 0.002351] [CE 4.812 (4.218)] [KD 3.823 (3.387)] +2024-10-16 23:41:31,597 - Train: 30.97% [387400/1251000] [309.7/1000.0] [batch_t 0.577 (0.449)] [data_t 0.015] [optim_t 0.562] [lr 0.002351] [CE 4.056 (4.259)] [KD 3.294 (3.381)] +2024-10-16 23:41:53,179 - Train: 30.97% [387450/1251000] [309.7/1000.0] [batch_t 0.468 (0.431)] [data_t 0.015] [optim_t 0.452] [lr 0.002351] [CE 4.160 (4.280)] [KD 3.380 (3.409)] +2024-10-16 23:42:14,810 - Train: 30.98% [387500/1251000] [309.8/1000.0] [batch_t 0.430 (0.433)] [data_t 0.015] [optim_t 0.414] [lr 0.002351] [CE 4.239 (4.330)] [KD 3.429 (3.421)] +2024-10-16 23:42:36,724 - Train: 30.98% [387550/1251000] [309.8/1000.0] [batch_t 0.468 (0.438)] [data_t 0.015] [optim_t 0.453] [lr 0.002350] [CE 4.377 (4.177)] [KD 3.606 (3.360)] +2024-10-16 23:42:58,586 - Train: 30.98% [387600/1251000] [309.8/1000.0] [batch_t 0.432 (0.437)] [data_t 0.015] [optim_t 0.417] [lr 0.002350] [CE 4.381 (4.310)] [KD 3.213 (3.433)] +2024-10-16 23:43:19,843 - Train: 30.99% [387650/1251000] [309.9/1000.0] [batch_t 0.386 (0.425)] [data_t 0.015] [optim_t 0.370] [lr 0.002350] [CE 4.236 (4.268)] [KD 3.221 (3.416)] +2024-10-16 23:43:40,877 - Train: 30.99% [387700/1251000] [309.9/1000.0] [batch_t 0.371 (0.421)] [data_t 0.015] [optim_t 0.355] [lr 0.002350] [CE 4.102 (4.251)] [KD 3.411 (3.391)] +2024-10-16 23:44:01,785 - Train: 31.00% [387750/1251000] [310.0/1000.0] [batch_t 0.391 (0.418)] [data_t 0.016] [optim_t 0.375] [lr 0.002350] [CE 4.797 (4.267)] [KD 3.480 (3.389)] +2024-10-16 23:44:22,624 - Train: 31.00% [387800/1251000] [310.0/1000.0] [batch_t 0.357 (0.417)] [data_t 0.015] [optim_t 0.342] [lr 0.002350] [CE 4.901 (4.295)] [KD 3.717 (3.471)] +2024-10-16 23:44:48,097 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 37548] [top5_cnt 46381] [top_all 50000] +2024-10-16 23:44:48,098 - net: 75.096 (92.762) +2024-10-16 23:45:09,718 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 39990] [top5_cnt 47517] [top_all 50000] +2024-10-16 23:45:09,718 - net_E: 79.980 (95.034) +2024-10-16 23:45:09,874 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 79.980 (epoch: 310)] +2024-10-16 23:45:09,875 - ==> Total time: 2 days, 0:03:18 Eta: 4 days, 10:57:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 23:45:32,597 - Train: 31.00% [387850/1251000] [310.0/1000.0] [batch_t 0.507 (0.432)] [data_t 0.065] [optim_t 0.442] [lr 0.002350] [CE 4.496 (4.275)] [KD 3.479 (3.420)] +2024-10-16 23:45:54,836 - Train: 31.01% [387900/1251000] [310.1/1000.0] [batch_t 0.491 (0.445)] [data_t 0.015] [optim_t 0.476] [lr 0.002349] [CE 4.191 (4.190)] [KD 3.716 (3.333)] +2024-10-16 23:46:17,080 - Train: 31.01% [387950/1251000] [310.1/1000.0] [batch_t 0.421 (0.445)] [data_t 0.015] [optim_t 0.406] [lr 0.002349] [CE 4.423 (4.188)] [KD 3.618 (3.366)] +2024-10-16 23:46:39,129 - Train: 31.02% [388000/1251000] [310.2/1000.0] [batch_t 0.429 (0.441)] [data_t 0.016] [optim_t 0.414] [lr 0.002349] [CE 4.070 (4.264)] [KD 3.179 (3.345)] +2024-10-16 23:47:00,692 - Train: 31.02% [388050/1251000] [310.2/1000.0] [batch_t 0.444 (0.431)] [data_t 0.015] [optim_t 0.429] [lr 0.002349] [CE 3.849 (4.265)] [KD 3.210 (3.372)] +2024-10-16 23:47:22,704 - Train: 31.02% [388100/1251000] [310.2/1000.0] [batch_t 0.432 (0.440)] [data_t 0.016] [optim_t 0.417] [lr 0.002349] [CE 4.316 (4.205)] [KD 3.394 (3.392)] +2024-10-16 23:47:43,616 - Train: 31.03% [388150/1251000] [310.3/1000.0] [batch_t 0.372 (0.418)] [data_t 0.015] [optim_t 0.357] [lr 0.002349] [CE 4.567 (4.263)] [KD 3.747 (3.380)] +2024-10-16 23:48:04,136 - Train: 31.03% [388200/1251000] [310.3/1000.0] [batch_t 0.551 (0.410)] [data_t 0.015] [optim_t 0.535] [lr 0.002348] [CE 4.559 (4.224)] [KD 3.582 (3.367)] +2024-10-16 23:48:24,837 - Train: 31.04% [388250/1251000] [310.4/1000.0] [batch_t 0.359 (0.414)] [data_t 0.015] [optim_t 0.344] [lr 0.002348] [CE 4.352 (4.266)] [KD 3.279 (3.380)] +2024-10-16 23:48:45,730 - Train: 31.04% [388300/1251000] [310.4/1000.0] [batch_t 0.441 (0.418)] [data_t 0.015] [optim_t 0.426] [lr 0.002348] [CE 3.961 (4.245)] [KD 3.157 (3.384)] +2024-10-16 23:49:07,560 - Train: 31.04% [388350/1251000] [310.4/1000.0] [batch_t 0.435 (0.437)] [data_t 0.016] [optim_t 0.420] [lr 0.002348] [CE 4.295 (4.252)] [KD 3.344 (3.412)] +2024-10-16 23:49:29,400 - Train: 31.05% [388400/1251000] [310.5/1000.0] [batch_t 0.360 (0.437)] [data_t 0.015] [optim_t 0.345] [lr 0.002348] [CE 4.056 (4.205)] [KD 3.304 (3.306)] +2024-10-16 23:49:50,895 - Train: 31.05% [388450/1251000] [310.5/1000.0] [batch_t 0.380 (0.430)] [data_t 0.015] [optim_t 0.365] [lr 0.002348] [CE 4.613 (4.140)] [KD 3.478 (3.305)] +2024-10-16 23:50:12,012 - Train: 31.06% [388500/1251000] [310.6/1000.0] [batch_t 0.400 (0.422)] [data_t 0.015] [optim_t 0.385] [lr 0.002348] [CE 4.022 (4.259)] [KD 3.432 (3.375)] +2024-10-16 23:50:32,835 - Train: 31.06% [388550/1251000] [310.6/1000.0] [batch_t 0.510 (0.416)] [data_t 0.016] [optim_t 0.494] [lr 0.002347] [CE 4.851 (4.242)] [KD 3.722 (3.386)] +2024-10-16 23:50:53,978 - Train: 31.06% [388600/1251000] [310.6/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.002347] [CE 4.486 (4.271)] [KD 3.634 (3.402)] +2024-10-16 23:51:15,473 - Train: 31.07% [388650/1251000] [310.7/1000.0] [batch_t 0.418 (0.430)] [data_t 0.015] [optim_t 0.403] [lr 0.002347] [CE 3.919 (4.215)] [KD 3.187 (3.415)] +2024-10-16 23:51:37,585 - Train: 31.07% [388700/1251000] [310.7/1000.0] [batch_t 0.464 (0.442)] [data_t 0.015] [optim_t 0.449] [lr 0.002347] [CE 4.220 (4.224)] [KD 3.413 (3.412)] +2024-10-16 23:51:59,699 - Train: 31.08% [388750/1251000] [310.8/1000.0] [batch_t 0.511 (0.442)] [data_t 0.015] [optim_t 0.495] [lr 0.002347] [CE 4.442 (4.174)] [KD 3.560 (3.373)] +2024-10-16 23:52:22,107 - Train: 31.08% [388800/1251000] [310.8/1000.0] [batch_t 0.458 (0.448)] [data_t 0.015] [optim_t 0.442] [lr 0.002347] [CE 4.384 (4.313)] [KD 3.638 (3.488)] +2024-10-16 23:52:43,993 - Train: 31.08% [388850/1251000] [310.8/1000.0] [batch_t 0.406 (0.438)] [data_t 0.015] [optim_t 0.390] [lr 0.002346] [CE 4.384 (4.254)] [KD 3.309 (3.345)] +2024-10-16 23:53:04,774 - Train: 31.09% [388900/1251000] [310.9/1000.0] [batch_t 0.364 (0.416)] [data_t 0.015] [optim_t 0.349] [lr 0.002346] [CE 3.715 (4.256)] [KD 3.021 (3.390)] +2024-10-16 23:53:25,337 - Train: 31.09% [388950/1251000] [310.9/1000.0] [batch_t 0.437 (0.411)] [data_t 0.016] [optim_t 0.421] [lr 0.002346] [CE 4.729 (4.274)] [KD 3.783 (3.458)] +2024-10-16 23:53:46,967 - Train: 31.10% [389000/1251000] [311.0/1000.0] [batch_t 0.437 (0.432)] [data_t 0.015] [optim_t 0.422] [lr 0.002346] [CE 4.300 (4.266)] [KD 3.365 (3.369)] +2024-10-16 23:54:07,706 - Train: 31.10% [389050/1251000] [311.0/1000.0] [batch_t 0.363 (0.415)] [data_t 0.015] [optim_t 0.348] [lr 0.002346] [CE 4.319 (4.210)] [KD 3.349 (3.383)] +2024-10-16 23:54:33,357 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 37816] [top5_cnt 46560] [top_all 50000] +2024-10-16 23:54:33,357 - net: 75.632 (93.120) +2024-10-16 23:54:54,360 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 40002] [top5_cnt 47514] [top_all 50000] +2024-10-16 23:54:54,360 - net_E: 80.004 (95.028) +2024-10-16 23:54:54,520 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 80.004 (epoch: 311)] +2024-10-16 23:54:54,520 - ==> Total time: 2 days, 0:13:03 Eta: 4 days, 10:49:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-16 23:55:17,221 - Train: 31.10% [389100/1251000] [311.0/1000.0] [batch_t 0.358 (0.467)] [data_t 0.016] [optim_t 0.342] [lr 0.002346] [CE 3.936 (4.231)] [KD 3.199 (3.357)] +2024-10-16 23:55:39,004 - Train: 31.11% [389150/1251000] [311.1/1000.0] [batch_t 0.411 (0.436)] [data_t 0.071] [optim_t 0.340] [lr 0.002346] [CE 4.218 (4.213)] [KD 3.337 (3.349)] +2024-10-16 23:56:00,807 - Train: 31.11% [389200/1251000] [311.1/1000.0] [batch_t 0.381 (0.436)] [data_t 0.039] [optim_t 0.342] [lr 0.002345] [CE 4.035 (4.236)] [KD 3.085 (3.354)] +2024-10-16 23:56:22,744 - Train: 31.12% [389250/1251000] [311.2/1000.0] [batch_t 0.484 (0.439)] [data_t 0.143] [optim_t 0.341] [lr 0.002345] [CE 4.277 (4.189)] [KD 3.305 (3.324)] +2024-10-16 23:56:44,451 - Train: 31.12% [389300/1251000] [311.2/1000.0] [batch_t 0.466 (0.434)] [data_t 0.125] [optim_t 0.341] [lr 0.002345] [CE 4.308 (4.244)] [KD 3.300 (3.389)] +2024-10-16 23:57:06,483 - Train: 31.12% [389350/1251000] [311.2/1000.0] [batch_t 0.409 (0.441)] [data_t 0.067] [optim_t 0.341] [lr 0.002345] [CE 4.433 (4.237)] [KD 3.388 (3.299)] +2024-10-16 23:57:28,273 - Train: 31.13% [389400/1251000] [311.3/1000.0] [batch_t 0.425 (0.436)] [data_t 0.083] [optim_t 0.342] [lr 0.002345] [CE 4.458 (4.288)] [KD 3.410 (3.399)] +2024-10-16 23:57:49,395 - Train: 31.13% [389450/1251000] [311.3/1000.0] [batch_t 0.380 (0.422)] [data_t 0.039] [optim_t 0.341] [lr 0.002345] [CE 4.385 (4.255)] [KD 3.265 (3.363)] +2024-10-16 23:58:10,182 - Train: 31.14% [389500/1251000] [311.4/1000.0] [batch_t 0.460 (0.416)] [data_t 0.119] [optim_t 0.341] [lr 0.002344] [CE 4.551 (4.226)] [KD 3.475 (3.395)] +2024-10-16 23:58:30,559 - Train: 31.14% [389550/1251000] [311.4/1000.0] [batch_t 0.361 (0.407)] [data_t 0.015] [optim_t 0.346] [lr 0.002344] [CE 4.461 (4.246)] [KD 3.348 (3.364)] +2024-10-16 23:58:51,353 - Train: 31.14% [389600/1251000] [311.4/1000.0] [batch_t 0.487 (0.416)] [data_t 0.145] [optim_t 0.342] [lr 0.002344] [CE 4.430 (4.285)] [KD 3.456 (3.443)] +2024-10-16 23:59:12,785 - Train: 31.15% [389650/1251000] [311.5/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.002344] [CE 3.959 (4.262)] [KD 3.251 (3.410)] +2024-10-16 23:59:32,949 - Train: 31.15% [389700/1251000] [311.5/1000.0] [batch_t 0.403 (0.403)] [data_t 0.015] [optim_t 0.388] [lr 0.002344] [CE 4.547 (4.235)] [KD 3.553 (3.362)] +2024-10-16 23:59:53,298 - Train: 31.16% [389750/1251000] [311.6/1000.0] [batch_t 0.440 (0.407)] [data_t 0.101] [optim_t 0.340] [lr 0.002344] [CE 4.468 (4.266)] [KD 3.598 (3.423)] +2024-10-17 00:00:14,203 - Train: 31.16% [389800/1251000] [311.6/1000.0] [batch_t 0.397 (0.418)] [data_t 0.016] [optim_t 0.381] [lr 0.002344] [CE 4.099 (4.243)] [KD 3.419 (3.357)] +2024-10-17 00:00:35,555 - Train: 31.16% [389850/1251000] [311.6/1000.0] [batch_t 0.436 (0.427)] [data_t 0.016] [optim_t 0.421] [lr 0.002343] [CE 4.551 (4.228)] [KD 3.408 (3.383)] +2024-10-17 00:00:56,647 - Train: 31.17% [389900/1251000] [311.7/1000.0] [batch_t 0.459 (0.422)] [data_t 0.015] [optim_t 0.444] [lr 0.002343] [CE 4.305 (4.241)] [KD 3.406 (3.363)] +2024-10-17 00:01:18,100 - Train: 31.17% [389950/1251000] [311.7/1000.0] [batch_t 0.424 (0.429)] [data_t 0.015] [optim_t 0.409] [lr 0.002343] [CE 4.313 (4.242)] [KD 3.447 (3.408)] +2024-10-17 00:01:39,460 - Train: 31.18% [390000/1251000] [311.8/1000.0] [batch_t 0.452 (0.427)] [data_t 0.015] [optim_t 0.436] [lr 0.002343] [CE 3.847 (4.227)] [KD 3.199 (3.397)] +2024-10-17 00:02:00,635 - Train: 31.18% [390050/1251000] [311.8/1000.0] [batch_t 0.394 (0.423)] [data_t 0.015] [optim_t 0.379] [lr 0.002343] [CE 4.361 (4.311)] [KD 3.538 (3.437)] +2024-10-17 00:02:22,119 - Train: 31.18% [390100/1251000] [311.8/1000.0] [batch_t 0.436 (0.430)] [data_t 0.015] [optim_t 0.420] [lr 0.002343] [CE 4.401 (4.176)] [KD 3.233 (3.383)] +2024-10-17 00:02:43,545 - Train: 31.19% [390150/1251000] [311.9/1000.0] [batch_t 0.434 (0.428)] [data_t 0.016] [optim_t 0.419] [lr 0.002342] [CE 3.741 (4.231)] [KD 3.182 (3.404)] +2024-10-17 00:03:05,241 - Train: 31.19% [390200/1251000] [311.9/1000.0] [batch_t 0.379 (0.434)] [data_t 0.016] [optim_t 0.364] [lr 0.002342] [CE 4.370 (4.254)] [KD 3.372 (3.382)] +2024-10-17 00:03:27,092 - Train: 31.20% [390250/1251000] [312.0/1000.0] [batch_t 0.420 (0.437)] [data_t 0.015] [optim_t 0.405] [lr 0.002342] [CE 4.043 (4.166)] [KD 3.140 (3.351)] +2024-10-17 00:03:48,529 - Train: 31.20% [390300/1251000] [312.0/1000.0] [batch_t 0.473 (0.429)] [data_t 0.015] [optim_t 0.458] [lr 0.002342] [CE 4.312 (4.289)] [KD 3.446 (3.395)] +2024-10-17 00:04:13,928 - Test (net): 100.00% [50/50] [batch_t 0.154 (0.415)] [top1_cnt 37957] [top5_cnt 46616] [top_all 50000] +2024-10-17 00:04:13,928 - net: 75.914 (93.232) +2024-10-17 00:04:35,555 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 39995] [top5_cnt 47526] [top_all 50000] +2024-10-17 00:04:35,556 - net_E: 79.990 (95.052) +2024-10-17 00:04:35,720 - Max [top1: 75.958 (epoch: 288)] [top1-ema: 80.004 (epoch: 311)] +2024-10-17 00:04:35,721 - ==> Total time: 2 days, 0:22:44 Eta: 4 days, 10:40:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 00:04:56,405 - Train: 31.20% [390350/1251000] [312.0/1000.0] [batch_t 0.461 (0.504)] [data_t 0.015] [optim_t 0.445] [lr 0.002342] [CE 4.239 (4.238)] [KD 3.209 (3.331)] +2024-10-17 00:05:17,800 - Train: 31.21% [390400/1251000] [312.1/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002342] [CE 3.923 (4.194)] [KD 3.341 (3.350)] +2024-10-17 00:05:39,693 - Train: 31.21% [390450/1251000] [312.1/1000.0] [batch_t 0.361 (0.438)] [data_t 0.015] [optim_t 0.346] [lr 0.002342] [CE 4.277 (4.295)] [KD 3.181 (3.403)] +2024-10-17 00:06:01,228 - Train: 31.22% [390500/1251000] [312.2/1000.0] [batch_t 0.433 (0.431)] [data_t 0.015] [optim_t 0.417] [lr 0.002341] [CE 3.962 (4.310)] [KD 3.493 (3.349)] +2024-10-17 00:06:22,742 - Train: 31.22% [390550/1251000] [312.2/1000.0] [batch_t 0.382 (0.430)] [data_t 0.015] [optim_t 0.367] [lr 0.002341] [CE 4.120 (4.249)] [KD 3.324 (3.361)] +2024-10-17 00:06:44,284 - Train: 31.22% [390600/1251000] [312.2/1000.0] [batch_t 0.372 (0.431)] [data_t 0.015] [optim_t 0.356] [lr 0.002341] [CE 3.936 (4.330)] [KD 3.222 (3.454)] +2024-10-17 00:07:05,804 - Train: 31.23% [390650/1251000] [312.3/1000.0] [batch_t 0.403 (0.430)] [data_t 0.015] [optim_t 0.387] [lr 0.002341] [CE 4.576 (4.279)] [KD 3.396 (3.426)] +2024-10-17 00:07:27,526 - Train: 31.23% [390700/1251000] [312.3/1000.0] [batch_t 0.380 (0.434)] [data_t 0.035] [optim_t 0.345] [lr 0.002341] [CE 4.161 (4.234)] [KD 3.182 (3.386)] +2024-10-17 00:07:48,750 - Train: 31.24% [390750/1251000] [312.4/1000.0] [batch_t 0.441 (0.424)] [data_t 0.016] [optim_t 0.425] [lr 0.002341] [CE 3.785 (4.200)] [KD 2.916 (3.304)] +2024-10-17 00:08:10,408 - Train: 31.24% [390800/1251000] [312.4/1000.0] [batch_t 0.364 (0.433)] [data_t 0.015] [optim_t 0.349] [lr 0.002340] [CE 4.198 (4.249)] [KD 3.449 (3.402)] +2024-10-17 00:08:32,021 - Train: 31.24% [390850/1251000] [312.4/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.345] [lr 0.002340] [CE 4.607 (4.217)] [KD 3.486 (3.313)] +2024-10-17 00:08:53,518 - Train: 31.25% [390900/1251000] [312.5/1000.0] [batch_t 0.418 (0.430)] [data_t 0.015] [optim_t 0.403] [lr 0.002340] [CE 4.163 (4.205)] [KD 3.287 (3.333)] +2024-10-17 00:09:14,784 - Train: 31.25% [390950/1251000] [312.5/1000.0] [batch_t 0.415 (0.425)] [data_t 0.015] [optim_t 0.400] [lr 0.002340] [CE 4.062 (4.183)] [KD 3.476 (3.360)] +2024-10-17 00:09:36,245 - Train: 31.25% [391000/1251000] [312.5/1000.0] [batch_t 0.396 (0.429)] [data_t 0.015] [optim_t 0.380] [lr 0.002340] [CE 4.111 (4.175)] [KD 3.342 (3.347)] +2024-10-17 00:09:57,558 - Train: 31.26% [391050/1251000] [312.6/1000.0] [batch_t 0.482 (0.426)] [data_t 0.015] [optim_t 0.467] [lr 0.002340] [CE 4.104 (4.211)] [KD 3.270 (3.399)] +2024-10-17 00:10:18,582 - Train: 31.26% [391100/1251000] [312.6/1000.0] [batch_t 0.466 (0.420)] [data_t 0.015] [optim_t 0.451] [lr 0.002340] [CE 4.662 (4.247)] [KD 3.535 (3.346)] +2024-10-17 00:10:39,663 - Train: 31.27% [391150/1251000] [312.7/1000.0] [batch_t 0.403 (0.422)] [data_t 0.015] [optim_t 0.387] [lr 0.002339] [CE 4.463 (4.238)] [KD 3.447 (3.380)] +2024-10-17 00:11:00,657 - Train: 31.27% [391200/1251000] [312.7/1000.0] [batch_t 0.518 (0.420)] [data_t 0.015] [optim_t 0.503] [lr 0.002339] [CE 4.478 (4.232)] [KD 3.474 (3.354)] +2024-10-17 00:11:22,013 - Train: 31.27% [391250/1251000] [312.7/1000.0] [batch_t 0.440 (0.427)] [data_t 0.015] [optim_t 0.425] [lr 0.002339] [CE 4.723 (4.244)] [KD 3.434 (3.380)] +2024-10-17 00:11:43,405 - Train: 31.28% [391300/1251000] [312.8/1000.0] [batch_t 0.530 (0.428)] [data_t 0.015] [optim_t 0.515] [lr 0.002339] [CE 4.180 (4.183)] [KD 3.272 (3.356)] +2024-10-17 00:12:04,431 - Train: 31.28% [391350/1251000] [312.8/1000.0] [batch_t 0.448 (0.420)] [data_t 0.015] [optim_t 0.432] [lr 0.002339] [CE 4.199 (4.204)] [KD 3.198 (3.349)] +2024-10-17 00:12:25,789 - Train: 31.29% [391400/1251000] [312.9/1000.0] [batch_t 0.452 (0.427)] [data_t 0.015] [optim_t 0.436] [lr 0.002339] [CE 4.022 (4.210)] [KD 3.392 (3.360)] +2024-10-17 00:12:47,004 - Train: 31.29% [391450/1251000] [312.9/1000.0] [batch_t 0.415 (0.424)] [data_t 0.015] [optim_t 0.400] [lr 0.002338] [CE 4.630 (4.190)] [KD 3.537 (3.353)] +2024-10-17 00:13:08,278 - Train: 31.29% [391500/1251000] [312.9/1000.0] [batch_t 0.391 (0.425)] [data_t 0.015] [optim_t 0.375] [lr 0.002338] [CE 4.306 (4.232)] [KD 3.589 (3.397)] +2024-10-17 00:13:29,655 - Train: 31.30% [391550/1251000] [313.0/1000.0] [batch_t 0.362 (0.427)] [data_t 0.015] [optim_t 0.347] [lr 0.002338] [CE 4.095 (4.260)] [KD 3.087 (3.411)] +2024-10-17 00:13:55,946 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 37999] [top5_cnt 46603] [top_all 50000] +2024-10-17 00:13:55,947 - net: 75.998 (93.206) +2024-10-17 00:14:16,744 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 39992] [top5_cnt 47544] [top_all 50000] +2024-10-17 00:14:16,744 - net_E: 79.984 (95.088) +2024-10-17 00:14:16,901 - Max [top1: 75.998 (epoch: 313)] [top1-ema: 80.004 (epoch: 311)] +2024-10-17 00:14:16,902 - ==> Total time: 2 days, 0:32:25 Eta: 4 days, 10:32:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 00:14:38,130 - Train: 31.30% [391600/1251000] [313.0/1000.0] [batch_t 0.361 (0.467)] [data_t 0.015] [optim_t 0.345] [lr 0.002338] [CE 4.786 (4.226)] [KD 3.646 (3.306)] +2024-10-17 00:14:58,574 - Train: 31.31% [391650/1251000] [313.1/1000.0] [batch_t 0.484 (0.409)] [data_t 0.140] [optim_t 0.344] [lr 0.002338] [CE 4.569 (4.227)] [KD 3.516 (3.335)] +2024-10-17 00:15:20,312 - Train: 31.31% [391700/1251000] [313.1/1000.0] [batch_t 0.360 (0.435)] [data_t 0.018] [optim_t 0.343] [lr 0.002338] [CE 4.303 (4.265)] [KD 3.354 (3.415)] +2024-10-17 00:15:41,825 - Train: 31.31% [391750/1251000] [313.1/1000.0] [batch_t 0.424 (0.430)] [data_t 0.082] [optim_t 0.343] [lr 0.002338] [CE 3.892 (4.215)] [KD 3.162 (3.352)] +2024-10-17 00:16:02,867 - Train: 31.32% [391800/1251000] [313.2/1000.0] [batch_t 0.518 (0.421)] [data_t 0.107] [optim_t 0.411] [lr 0.002337] [CE 4.393 (4.199)] [KD 3.261 (3.320)] +2024-10-17 00:16:24,170 - Train: 31.32% [391850/1251000] [313.2/1000.0] [batch_t 0.359 (0.426)] [data_t 0.015] [optim_t 0.343] [lr 0.002337] [CE 3.992 (4.178)] [KD 3.510 (3.294)] +2024-10-17 00:16:45,463 - Train: 31.33% [391900/1251000] [313.3/1000.0] [batch_t 0.421 (0.426)] [data_t 0.074] [optim_t 0.348] [lr 0.002337] [CE 4.444 (4.278)] [KD 3.485 (3.334)] +2024-10-17 00:17:06,646 - Train: 31.33% [391950/1251000] [313.3/1000.0] [batch_t 0.439 (0.424)] [data_t 0.097] [optim_t 0.342] [lr 0.002337] [CE 4.297 (4.173)] [KD 3.139 (3.280)] +2024-10-17 00:17:28,134 - Train: 31.33% [392000/1251000] [313.3/1000.0] [batch_t 0.484 (0.430)] [data_t 0.140] [optim_t 0.344] [lr 0.002337] [CE 4.276 (4.236)] [KD 3.595 (3.342)] +2024-10-17 00:17:49,880 - Train: 31.34% [392050/1251000] [313.4/1000.0] [batch_t 0.382 (0.435)] [data_t 0.035] [optim_t 0.347] [lr 0.002337] [CE 3.966 (4.267)] [KD 3.125 (3.418)] +2024-10-17 00:18:11,689 - Train: 31.34% [392100/1251000] [313.4/1000.0] [batch_t 0.397 (0.436)] [data_t 0.053] [optim_t 0.345] [lr 0.002336] [CE 4.210 (4.251)] [KD 3.302 (3.396)] +2024-10-17 00:18:33,124 - Train: 31.35% [392150/1251000] [313.5/1000.0] [batch_t 0.409 (0.429)] [data_t 0.067] [optim_t 0.342] [lr 0.002336] [CE 4.693 (4.287)] [KD 3.546 (3.475)] +2024-10-17 00:18:54,978 - Train: 31.35% [392200/1251000] [313.5/1000.0] [batch_t 0.476 (0.437)] [data_t 0.132] [optim_t 0.344] [lr 0.002336] [CE 4.047 (4.306)] [KD 3.196 (3.383)] +2024-10-17 00:19:16,728 - Train: 31.35% [392250/1251000] [313.5/1000.0] [batch_t 0.376 (0.435)] [data_t 0.029] [optim_t 0.347] [lr 0.002336] [CE 4.555 (4.302)] [KD 3.449 (3.376)] +2024-10-17 00:19:38,100 - Train: 31.36% [392300/1251000] [313.6/1000.0] [batch_t 0.360 (0.427)] [data_t 0.015] [optim_t 0.344] [lr 0.002336] [CE 4.552 (4.258)] [KD 3.413 (3.416)] +2024-10-17 00:19:59,626 - Train: 31.36% [392350/1251000] [313.6/1000.0] [batch_t 0.437 (0.430)] [data_t 0.089] [optim_t 0.348] [lr 0.002336] [CE 3.536 (4.152)] [KD 3.113 (3.364)] +2024-10-17 00:20:21,028 - Train: 31.37% [392400/1251000] [313.7/1000.0] [batch_t 0.417 (0.428)] [data_t 0.075] [optim_t 0.342] [lr 0.002335] [CE 3.693 (4.191)] [KD 2.969 (3.350)] +2024-10-17 00:20:42,757 - Train: 31.37% [392450/1251000] [313.7/1000.0] [batch_t 0.400 (0.434)] [data_t 0.057] [optim_t 0.343] [lr 0.002335] [CE 4.148 (4.199)] [KD 3.232 (3.317)] +2024-10-17 00:21:04,108 - Train: 31.37% [392500/1251000] [313.7/1000.0] [batch_t 0.423 (0.427)] [data_t 0.077] [optim_t 0.346] [lr 0.002335] [CE 3.875 (4.165)] [KD 3.105 (3.355)] +2024-10-17 00:21:25,595 - Train: 31.38% [392550/1251000] [313.8/1000.0] [batch_t 0.455 (0.430)] [data_t 0.107] [optim_t 0.348] [lr 0.002335] [CE 3.809 (4.264)] [KD 3.351 (3.400)] +2024-10-17 00:21:46,823 - Train: 31.38% [392600/1251000] [313.8/1000.0] [batch_t 0.442 (0.424)] [data_t 0.095] [optim_t 0.346] [lr 0.002335] [CE 4.241 (4.188)] [KD 3.300 (3.381)] +2024-10-17 00:22:08,130 - Train: 31.39% [392650/1251000] [313.9/1000.0] [batch_t 0.366 (0.426)] [data_t 0.022] [optim_t 0.345] [lr 0.002335] [CE 4.428 (4.241)] [KD 3.469 (3.432)] +2024-10-17 00:22:29,519 - Train: 31.39% [392700/1251000] [313.9/1000.0] [batch_t 0.408 (0.428)] [data_t 0.066] [optim_t 0.342] [lr 0.002335] [CE 3.941 (4.161)] [KD 3.385 (3.369)] +2024-10-17 00:22:51,443 - Train: 31.39% [392750/1251000] [313.9/1000.0] [batch_t 0.480 (0.438)] [data_t 0.137] [optim_t 0.343] [lr 0.002334] [CE 4.323 (4.179)] [KD 3.405 (3.399)] +2024-10-17 00:23:13,381 - Train: 31.40% [392800/1251000] [314.0/1000.0] [batch_t 0.376 (0.439)] [data_t 0.036] [optim_t 0.340] [lr 0.002334] [CE 4.304 (4.254)] [KD 3.493 (3.420)] +2024-10-17 00:23:39,819 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.419)] [top1_cnt 37660] [top5_cnt 46417] [top_all 50000] +2024-10-17 00:23:39,820 - net: 75.320 (92.834) +2024-10-17 00:24:00,981 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.416)] [top1_cnt 39984] [top5_cnt 47566] [top_all 50000] +2024-10-17 00:24:00,981 - net_E: 79.968 (95.132) +2024-10-17 00:24:01,138 - Max [top1: 75.998 (epoch: 313)] [top1-ema: 80.004 (epoch: 311)] +2024-10-17 00:24:01,139 - ==> Total time: 2 days, 0:42:09 Eta: 4 days, 10:24:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 00:24:22,848 - Train: 31.40% [392850/1251000] [314.0/1000.0] [batch_t 0.361 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.002334] [CE 4.572 (4.228)] [KD 3.537 (3.380)] +2024-10-17 00:24:44,573 - Train: 31.41% [392900/1251000] [314.1/1000.0] [batch_t 0.400 (0.434)] [data_t 0.059] [optim_t 0.341] [lr 0.002334] [CE 4.068 (4.236)] [KD 3.327 (3.376)] +2024-10-17 00:25:05,352 - Train: 31.41% [392950/1251000] [314.1/1000.0] [batch_t 0.358 (0.415)] [data_t 0.015] [optim_t 0.343] [lr 0.002334] [CE 4.121 (4.189)] [KD 3.260 (3.339)] +2024-10-17 00:25:26,778 - Train: 31.41% [393000/1251000] [314.1/1000.0] [batch_t 0.368 (0.428)] [data_t 0.021] [optim_t 0.347] [lr 0.002334] [CE 4.577 (4.260)] [KD 3.720 (3.346)] +2024-10-17 00:25:47,709 - Train: 31.42% [393050/1251000] [314.2/1000.0] [batch_t 0.420 (0.418)] [data_t 0.077] [optim_t 0.343] [lr 0.002333] [CE 4.253 (4.245)] [KD 3.320 (3.371)] +2024-10-17 00:26:08,424 - Train: 31.42% [393100/1251000] [314.2/1000.0] [batch_t 0.362 (0.414)] [data_t 0.015] [optim_t 0.347] [lr 0.002333] [CE 4.256 (4.197)] [KD 3.495 (3.353)] +2024-10-17 00:26:30,018 - Train: 31.43% [393150/1251000] [314.3/1000.0] [batch_t 0.358 (0.432)] [data_t 0.015] [optim_t 0.343] [lr 0.002333] [CE 4.233 (4.280)] [KD 3.434 (3.418)] +2024-10-17 00:26:50,416 - Train: 31.43% [393200/1251000] [314.3/1000.0] [batch_t 0.362 (0.408)] [data_t 0.020] [optim_t 0.342] [lr 0.002333] [CE 4.373 (4.229)] [KD 3.357 (3.333)] +2024-10-17 00:27:11,236 - Train: 31.43% [393250/1251000] [314.3/1000.0] [batch_t 0.362 (0.416)] [data_t 0.015] [optim_t 0.346] [lr 0.002333] [CE 4.358 (4.277)] [KD 3.728 (3.401)] +2024-10-17 00:27:32,021 - Train: 31.44% [393300/1251000] [314.4/1000.0] [batch_t 0.453 (0.416)] [data_t 0.112] [optim_t 0.342] [lr 0.002333] [CE 4.344 (4.193)] [KD 3.385 (3.319)] +2024-10-17 00:27:53,298 - Train: 31.44% [393350/1251000] [314.4/1000.0] [batch_t 0.505 (0.425)] [data_t 0.053] [optim_t 0.452] [lr 0.002333] [CE 4.221 (4.293)] [KD 3.326 (3.395)] +2024-10-17 00:28:14,519 - Train: 31.45% [393400/1251000] [314.5/1000.0] [batch_t 0.447 (0.424)] [data_t 0.102] [optim_t 0.344] [lr 0.002332] [CE 4.128 (4.175)] [KD 3.527 (3.330)] +2024-10-17 00:28:35,840 - Train: 31.45% [393450/1251000] [314.5/1000.0] [batch_t 0.419 (0.426)] [data_t 0.074] [optim_t 0.345] [lr 0.002332] [CE 4.027 (4.278)] [KD 3.473 (3.363)] +2024-10-17 00:28:57,040 - Train: 31.45% [393500/1251000] [314.5/1000.0] [batch_t 0.425 (0.424)] [data_t 0.084] [optim_t 0.342] [lr 0.002332] [CE 4.345 (4.243)] [KD 3.283 (3.392)] +2024-10-17 00:29:18,519 - Train: 31.46% [393550/1251000] [314.6/1000.0] [batch_t 0.448 (0.429)] [data_t 0.107] [optim_t 0.341] [lr 0.002332] [CE 4.364 (4.231)] [KD 3.230 (3.359)] +2024-10-17 00:29:39,520 - Train: 31.46% [393600/1251000] [314.6/1000.0] [batch_t 0.419 (0.420)] [data_t 0.015] [optim_t 0.404] [lr 0.002332] [CE 3.964 (4.219)] [KD 3.247 (3.331)] +2024-10-17 00:30:00,962 - Train: 31.47% [393650/1251000] [314.7/1000.0] [batch_t 0.363 (0.429)] [data_t 0.016] [optim_t 0.348] [lr 0.002332] [CE 4.306 (4.281)] [KD 3.291 (3.377)] +2024-10-17 00:30:23,197 - Train: 31.47% [393700/1251000] [314.7/1000.0] [batch_t 0.451 (0.445)] [data_t 0.016] [optim_t 0.436] [lr 0.002331] [CE 3.931 (4.253)] [KD 3.054 (3.360)] +2024-10-17 00:30:44,547 - Train: 31.47% [393750/1251000] [314.7/1000.0] [batch_t 0.421 (0.427)] [data_t 0.016] [optim_t 0.406] [lr 0.002331] [CE 4.185 (4.224)] [KD 3.071 (3.385)] +2024-10-17 00:31:05,118 - Train: 31.48% [393800/1251000] [314.8/1000.0] [batch_t 0.424 (0.411)] [data_t 0.015] [optim_t 0.409] [lr 0.002331] [CE 4.260 (4.277)] [KD 3.362 (3.417)] +2024-10-17 00:31:26,640 - Train: 31.48% [393850/1251000] [314.8/1000.0] [batch_t 0.378 (0.430)] [data_t 0.035] [optim_t 0.343] [lr 0.002331] [CE 4.340 (4.193)] [KD 3.462 (3.354)] +2024-10-17 00:31:48,164 - Train: 31.49% [393900/1251000] [314.9/1000.0] [batch_t 0.359 (0.430)] [data_t 0.015] [optim_t 0.344] [lr 0.002331] [CE 4.105 (4.281)] [KD 3.400 (3.358)] +2024-10-17 00:32:09,125 - Train: 31.49% [393950/1251000] [314.9/1000.0] [batch_t 0.410 (0.419)] [data_t 0.064] [optim_t 0.346] [lr 0.002331] [CE 4.702 (4.239)] [KD 3.475 (3.379)] +2024-10-17 00:32:30,329 - Train: 31.49% [394000/1251000] [314.9/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.002331] [CE 4.127 (4.236)] [KD 3.494 (3.388)] +2024-10-17 00:32:51,463 - Train: 31.50% [394050/1251000] [315.0/1000.0] [batch_t 0.395 (0.423)] [data_t 0.052] [optim_t 0.343] [lr 0.002330] [CE 4.599 (4.280)] [KD 3.829 (3.448)] +2024-10-17 00:33:17,788 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.405)] [top1_cnt 37544] [top5_cnt 46320] [top_all 50000] +2024-10-17 00:33:17,789 - net: 75.088 (92.640) +2024-10-17 00:33:38,939 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 39996] [top5_cnt 47557] [top_all 50000] +2024-10-17 00:33:38,940 - net_E: 79.992 (95.114) +2024-10-17 00:33:39,105 - Max [top1: 75.998 (epoch: 313)] [top1-ema: 80.004 (epoch: 311)] +2024-10-17 00:33:39,106 - ==> Total time: 2 days, 0:51:47 Eta: 4 days, 10:15:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 00:33:59,783 - Train: 31.50% [394100/1251000] [315.0/1000.0] [batch_t 0.359 (0.465)] [data_t 0.016] [optim_t 0.343] [lr 0.002330] [CE 4.559 (4.316)] [KD 3.460 (3.395)] +2024-10-17 00:34:22,690 - Train: 31.51% [394150/1251000] [315.1/1000.0] [batch_t 0.362 (0.458)] [data_t 0.015] [optim_t 0.346] [lr 0.002330] [CE 3.978 (4.261)] [KD 3.146 (3.349)] +2024-10-17 00:34:44,104 - Train: 31.51% [394200/1251000] [315.1/1000.0] [batch_t 0.397 (0.428)] [data_t 0.055] [optim_t 0.342] [lr 0.002330] [CE 4.533 (4.195)] [KD 3.618 (3.335)] +2024-10-17 00:35:05,729 - Train: 31.51% [394250/1251000] [315.1/1000.0] [batch_t 0.450 (0.432)] [data_t 0.105] [optim_t 0.345] [lr 0.002330] [CE 4.260 (4.275)] [KD 3.237 (3.349)] +2024-10-17 00:35:26,791 - Train: 31.52% [394300/1251000] [315.2/1000.0] [batch_t 0.420 (0.421)] [data_t 0.072] [optim_t 0.348] [lr 0.002330] [CE 4.369 (4.270)] [KD 3.692 (3.408)] +2024-10-17 00:35:47,775 - Train: 31.52% [394350/1251000] [315.2/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.002329] [CE 4.664 (4.237)] [KD 3.481 (3.350)] +2024-10-17 00:36:08,198 - Train: 31.53% [394400/1251000] [315.3/1000.0] [batch_t 0.403 (0.408)] [data_t 0.059] [optim_t 0.344] [lr 0.002329] [CE 4.411 (4.244)] [KD 3.397 (3.325)] +2024-10-17 00:36:29,380 - Train: 31.53% [394450/1251000] [315.3/1000.0] [batch_t 0.460 (0.424)] [data_t 0.120] [optim_t 0.341] [lr 0.002329] [CE 4.017 (4.198)] [KD 3.344 (3.349)] +2024-10-17 00:36:50,878 - Train: 31.53% [394500/1251000] [315.3/1000.0] [batch_t 0.470 (0.430)] [data_t 0.015] [optim_t 0.454] [lr 0.002329] [CE 4.563 (4.253)] [KD 3.726 (3.429)] +2024-10-17 00:37:12,686 - Train: 31.54% [394550/1251000] [315.4/1000.0] [batch_t 0.499 (0.436)] [data_t 0.015] [optim_t 0.484] [lr 0.002329] [CE 4.330 (4.311)] [KD 3.511 (3.426)] +2024-10-17 00:37:34,115 - Train: 31.54% [394600/1251000] [315.4/1000.0] [batch_t 0.425 (0.428)] [data_t 0.015] [optim_t 0.409] [lr 0.002329] [CE 4.204 (4.227)] [KD 3.357 (3.369)] +2024-10-17 00:37:55,495 - Train: 31.55% [394650/1251000] [315.5/1000.0] [batch_t 0.490 (0.428)] [data_t 0.015] [optim_t 0.475] [lr 0.002328] [CE 4.602 (4.278)] [KD 3.418 (3.393)] +2024-10-17 00:38:17,080 - Train: 31.55% [394700/1251000] [315.5/1000.0] [batch_t 0.413 (0.432)] [data_t 0.015] [optim_t 0.398] [lr 0.002328] [CE 3.917 (4.182)] [KD 3.261 (3.359)] +2024-10-17 00:38:38,824 - Train: 31.55% [394750/1251000] [315.5/1000.0] [batch_t 0.400 (0.435)] [data_t 0.015] [optim_t 0.385] [lr 0.002328] [CE 4.381 (4.323)] [KD 3.233 (3.419)] +2024-10-17 00:39:00,004 - Train: 31.56% [394800/1251000] [315.6/1000.0] [batch_t 0.388 (0.423)] [data_t 0.015] [optim_t 0.373] [lr 0.002328] [CE 4.468 (4.265)] [KD 3.673 (3.324)] +2024-10-17 00:39:22,132 - Train: 31.56% [394850/1251000] [315.6/1000.0] [batch_t 0.461 (0.442)] [data_t 0.016] [optim_t 0.446] [lr 0.002328] [CE 3.886 (4.184)] [KD 3.371 (3.338)] +2024-10-17 00:39:43,411 - Train: 31.57% [394900/1251000] [315.7/1000.0] [batch_t 0.367 (0.425)] [data_t 0.015] [optim_t 0.351] [lr 0.002328] [CE 3.837 (4.207)] [KD 3.232 (3.372)] +2024-10-17 00:40:05,973 - Train: 31.57% [394950/1251000] [315.7/1000.0] [batch_t 0.389 (0.451)] [data_t 0.015] [optim_t 0.374] [lr 0.002328] [CE 4.329 (4.290)] [KD 3.515 (3.411)] +2024-10-17 00:40:28,153 - Train: 31.57% [395000/1251000] [315.7/1000.0] [batch_t 0.450 (0.443)] [data_t 0.015] [optim_t 0.435] [lr 0.002327] [CE 4.459 (4.229)] [KD 3.359 (3.331)] +2024-10-17 00:40:49,563 - Train: 31.58% [395050/1251000] [315.8/1000.0] [batch_t 0.411 (0.428)] [data_t 0.015] [optim_t 0.396] [lr 0.002327] [CE 4.341 (4.183)] [KD 3.270 (3.324)] +2024-10-17 00:41:10,684 - Train: 31.58% [395100/1251000] [315.8/1000.0] [batch_t 0.465 (0.422)] [data_t 0.015] [optim_t 0.450] [lr 0.002327] [CE 4.530 (4.181)] [KD 3.386 (3.312)] +2024-10-17 00:41:32,058 - Train: 31.59% [395150/1251000] [315.9/1000.0] [batch_t 0.450 (0.427)] [data_t 0.016] [optim_t 0.434] [lr 0.002327] [CE 4.388 (4.291)] [KD 3.245 (3.404)] +2024-10-17 00:41:53,795 - Train: 31.59% [395200/1251000] [315.9/1000.0] [batch_t 0.390 (0.435)] [data_t 0.015] [optim_t 0.374] [lr 0.002327] [CE 3.871 (4.190)] [KD 3.264 (3.376)] +2024-10-17 00:42:15,840 - Train: 31.59% [395250/1251000] [315.9/1000.0] [batch_t 0.476 (0.441)] [data_t 0.015] [optim_t 0.460] [lr 0.002327] [CE 3.844 (4.167)] [KD 3.173 (3.352)] +2024-10-17 00:42:37,158 - Train: 31.60% [395300/1251000] [316.0/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.002326] [CE 4.780 (4.240)] [KD 3.580 (3.378)] +2024-10-17 00:43:05,582 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 37760] [top5_cnt 46519] [top_all 50000] +2024-10-17 00:43:05,582 - net: 75.520 (93.038) +2024-10-17 00:43:26,859 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40018] [top5_cnt 47549] [top_all 50000] +2024-10-17 00:43:26,859 - net_E: 80.036 (95.098) +2024-10-17 00:43:26,997 - Max [top1: 75.998 (epoch: 313)] [top1-ema: 80.036 (epoch: 316)] +2024-10-17 00:43:26,997 - ==> Total time: 2 days, 1:01:35 Eta: 4 days, 10:07:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 00:43:47,405 - Train: 31.60% [395350/1251000] [316.0/1000.0] [batch_t 0.363 (0.472)] [data_t 0.016] [optim_t 0.348] [lr 0.002326] [CE 4.267 (4.237)] [KD 3.376 (3.363)] +2024-10-17 00:44:09,383 - Train: 31.61% [395400/1251000] [316.1/1000.0] [batch_t 0.360 (0.439)] [data_t 0.015] [optim_t 0.345] [lr 0.002326] [CE 4.059 (4.174)] [KD 3.366 (3.288)] +2024-10-17 00:44:30,540 - Train: 31.61% [395450/1251000] [316.1/1000.0] [batch_t 0.473 (0.423)] [data_t 0.015] [optim_t 0.458] [lr 0.002326] [CE 4.205 (4.207)] [KD 3.295 (3.296)] +2024-10-17 00:44:51,207 - Train: 31.61% [395500/1251000] [316.1/1000.0] [batch_t 0.366 (0.413)] [data_t 0.015] [optim_t 0.351] [lr 0.002326] [CE 4.238 (4.240)] [KD 3.203 (3.378)] +2024-10-17 00:45:12,223 - Train: 31.62% [395550/1251000] [316.2/1000.0] [batch_t 0.363 (0.420)] [data_t 0.015] [optim_t 0.347] [lr 0.002326] [CE 4.331 (4.254)] [KD 3.485 (3.397)] +2024-10-17 00:45:33,244 - Train: 31.62% [395600/1251000] [316.2/1000.0] [batch_t 0.383 (0.420)] [data_t 0.015] [optim_t 0.368] [lr 0.002326] [CE 3.979 (4.256)] [KD 3.396 (3.377)] +2024-10-17 00:45:54,425 - Train: 31.63% [395650/1251000] [316.3/1000.0] [batch_t 0.423 (0.424)] [data_t 0.015] [optim_t 0.408] [lr 0.002325] [CE 4.610 (4.246)] [KD 3.565 (3.401)] +2024-10-17 00:46:15,723 - Train: 31.63% [395700/1251000] [316.3/1000.0] [batch_t 0.418 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.002325] [CE 4.567 (4.259)] [KD 3.295 (3.316)] +2024-10-17 00:46:37,149 - Train: 31.63% [395750/1251000] [316.3/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002325] [CE 4.190 (4.272)] [KD 3.366 (3.383)] +2024-10-17 00:46:58,342 - Train: 31.64% [395800/1251000] [316.4/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.002325] [CE 4.290 (4.203)] [KD 3.347 (3.345)] +2024-10-17 00:47:19,835 - Train: 31.64% [395850/1251000] [316.4/1000.0] [batch_t 0.365 (0.430)] [data_t 0.015] [optim_t 0.350] [lr 0.002325] [CE 4.017 (4.254)] [KD 3.327 (3.361)] +2024-10-17 00:47:41,055 - Train: 31.65% [395900/1251000] [316.5/1000.0] [batch_t 0.358 (0.424)] [data_t 0.016] [optim_t 0.342] [lr 0.002325] [CE 3.556 (4.176)] [KD 3.013 (3.309)] +2024-10-17 00:48:02,585 - Train: 31.65% [395950/1251000] [316.5/1000.0] [batch_t 0.884 (0.430)] [data_t 0.015] [optim_t 0.869] [lr 0.002324] [CE 3.887 (4.254)] [KD 3.333 (3.395)] +2024-10-17 00:48:23,147 - Train: 31.65% [396000/1251000] [316.5/1000.0] [batch_t 0.505 (0.411)] [data_t 0.015] [optim_t 0.489] [lr 0.002324] [CE 3.760 (4.260)] [KD 3.135 (3.384)] +2024-10-17 00:48:43,928 - Train: 31.66% [396050/1251000] [316.6/1000.0] [batch_t 0.417 (0.416)] [data_t 0.015] [optim_t 0.402] [lr 0.002324] [CE 4.685 (4.286)] [KD 3.598 (3.372)] +2024-10-17 00:49:05,315 - Train: 31.66% [396100/1251000] [316.6/1000.0] [batch_t 0.405 (0.428)] [data_t 0.016] [optim_t 0.390] [lr 0.002324] [CE 4.810 (4.214)] [KD 3.672 (3.339)] +2024-10-17 00:49:26,470 - Train: 31.67% [396150/1251000] [316.7/1000.0] [batch_t 0.451 (0.423)] [data_t 0.015] [optim_t 0.435] [lr 0.002324] [CE 4.598 (4.213)] [KD 3.851 (3.375)] +2024-10-17 00:49:47,971 - Train: 31.67% [396200/1251000] [316.7/1000.0] [batch_t 0.442 (0.430)] [data_t 0.015] [optim_t 0.426] [lr 0.002324] [CE 4.035 (4.274)] [KD 3.189 (3.400)] +2024-10-17 00:50:08,970 - Train: 31.67% [396250/1251000] [316.7/1000.0] [batch_t 0.469 (0.420)] [data_t 0.016] [optim_t 0.453] [lr 0.002323] [CE 4.693 (4.313)] [KD 3.359 (3.428)] +2024-10-17 00:50:30,315 - Train: 31.68% [396300/1251000] [316.8/1000.0] [batch_t 0.383 (0.427)] [data_t 0.015] [optim_t 0.367] [lr 0.002323] [CE 4.408 (4.216)] [KD 3.419 (3.402)] +2024-10-17 00:50:51,705 - Train: 31.68% [396350/1251000] [316.8/1000.0] [batch_t 0.407 (0.428)] [data_t 0.015] [optim_t 0.391] [lr 0.002323] [CE 4.141 (4.247)] [KD 3.432 (3.325)] +2024-10-17 00:51:13,084 - Train: 31.69% [396400/1251000] [316.9/1000.0] [batch_t 0.456 (0.427)] [data_t 0.015] [optim_t 0.441] [lr 0.002323] [CE 4.486 (4.238)] [KD 3.495 (3.408)] +2024-10-17 00:51:34,559 - Train: 31.69% [396450/1251000] [316.9/1000.0] [batch_t 0.437 (0.429)] [data_t 0.015] [optim_t 0.421] [lr 0.002323] [CE 4.231 (4.260)] [KD 3.383 (3.315)] +2024-10-17 00:51:56,225 - Train: 31.69% [396500/1251000] [316.9/1000.0] [batch_t 0.397 (0.433)] [data_t 0.015] [optim_t 0.381] [lr 0.002323] [CE 4.525 (4.341)] [KD 3.353 (3.452)] +2024-10-17 00:52:17,563 - Train: 31.70% [396550/1251000] [317.0/1000.0] [batch_t 0.415 (0.427)] [data_t 0.015] [optim_t 0.400] [lr 0.002323] [CE 4.304 (4.246)] [KD 3.396 (3.375)] +2024-10-17 00:52:45,116 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 37767] [top5_cnt 46539] [top_all 50000] +2024-10-17 00:52:45,116 - net: 75.534 (93.078) +2024-10-17 00:53:06,584 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40024] [top5_cnt 47548] [top_all 50000] +2024-10-17 00:53:06,585 - net_E: 80.048 (95.096) +2024-10-17 00:53:06,720 - Max [top1: 75.998 (epoch: 313)] [top1-ema: 80.048 (epoch: 317)] +2024-10-17 00:53:06,720 - ==> Total time: 2 days, 1:11:15 Eta: 4 days, 9:58:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 00:53:26,415 - Train: 31.70% [396600/1251000] [317.0/1000.0] [batch_t 0.362 (0.475)] [data_t 0.015] [optim_t 0.347] [lr 0.002322] [CE 4.278 (4.264)] [KD 3.372 (3.303)] +2024-10-17 00:53:46,385 - Train: 31.71% [396650/1251000] [317.1/1000.0] [batch_t 0.403 (0.399)] [data_t 0.015] [optim_t 0.387] [lr 0.002322] [CE 4.756 (4.176)] [KD 3.506 (3.338)] +2024-10-17 00:54:07,781 - Train: 31.71% [396700/1251000] [317.1/1000.0] [batch_t 0.403 (0.428)] [data_t 0.015] [optim_t 0.387] [lr 0.002322] [CE 4.220 (4.193)] [KD 3.417 (3.333)] +2024-10-17 00:54:28,840 - Train: 31.71% [396750/1251000] [317.1/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.002322] [CE 3.773 (4.232)] [KD 3.086 (3.359)] +2024-10-17 00:54:49,968 - Train: 31.72% [396800/1251000] [317.2/1000.0] [batch_t 0.428 (0.422)] [data_t 0.015] [optim_t 0.413] [lr 0.002322] [CE 3.974 (4.214)] [KD 2.981 (3.291)] +2024-10-17 00:55:11,578 - Train: 31.72% [396850/1251000] [317.2/1000.0] [batch_t 0.473 (0.432)] [data_t 0.015] [optim_t 0.457] [lr 0.002322] [CE 4.097 (4.196)] [KD 3.271 (3.344)] +2024-10-17 00:55:33,523 - Train: 31.73% [396900/1251000] [317.3/1000.0] [batch_t 0.360 (0.439)] [data_t 0.016] [optim_t 0.345] [lr 0.002321] [CE 4.008 (4.236)] [KD 3.199 (3.346)] +2024-10-17 00:55:54,611 - Train: 31.73% [396950/1251000] [317.3/1000.0] [batch_t 0.366 (0.422)] [data_t 0.015] [optim_t 0.350] [lr 0.002321] [CE 4.434 (4.247)] [KD 3.391 (3.358)] +2024-10-17 00:56:15,971 - Train: 31.73% [397000/1251000] [317.3/1000.0] [batch_t 0.385 (0.427)] [data_t 0.015] [optim_t 0.369] [lr 0.002321] [CE 4.486 (4.197)] [KD 3.317 (3.297)] +2024-10-17 00:56:37,942 - Train: 31.74% [397050/1251000] [317.4/1000.0] [batch_t 0.381 (0.439)] [data_t 0.015] [optim_t 0.366] [lr 0.002321] [CE 4.006 (4.283)] [KD 3.203 (3.348)] +2024-10-17 00:56:58,866 - Train: 31.74% [397100/1251000] [317.4/1000.0] [batch_t 0.409 (0.418)] [data_t 0.015] [optim_t 0.394] [lr 0.002321] [CE 4.934 (4.279)] [KD 3.870 (3.357)] +2024-10-17 00:57:21,167 - Train: 31.75% [397150/1251000] [317.5/1000.0] [batch_t 0.497 (0.446)] [data_t 0.015] [optim_t 0.482] [lr 0.002321] [CE 4.615 (4.229)] [KD 3.381 (3.395)] +2024-10-17 00:57:42,962 - Train: 31.75% [397200/1251000] [317.5/1000.0] [batch_t 0.501 (0.436)] [data_t 0.015] [optim_t 0.486] [lr 0.002321] [CE 3.987 (4.276)] [KD 3.170 (3.381)] +2024-10-17 00:58:04,609 - Train: 31.75% [397250/1251000] [317.5/1000.0] [batch_t 0.460 (0.433)] [data_t 0.015] [optim_t 0.445] [lr 0.002320] [CE 4.071 (4.225)] [KD 3.308 (3.395)] +2024-10-17 00:58:25,672 - Train: 31.76% [397300/1251000] [317.6/1000.0] [batch_t 0.396 (0.421)] [data_t 0.015] [optim_t 0.381] [lr 0.002320] [CE 4.088 (4.358)] [KD 3.262 (3.474)] +2024-10-17 00:58:46,425 - Train: 31.76% [397350/1251000] [317.6/1000.0] [batch_t 0.359 (0.415)] [data_t 0.015] [optim_t 0.344] [lr 0.002320] [CE 4.329 (4.227)] [KD 3.240 (3.368)] +2024-10-17 00:59:07,518 - Train: 31.77% [397400/1251000] [317.7/1000.0] [batch_t 0.419 (0.422)] [data_t 0.015] [optim_t 0.403] [lr 0.002320] [CE 4.168 (4.193)] [KD 3.238 (3.349)] +2024-10-17 00:59:28,656 - Train: 31.77% [397450/1251000] [317.7/1000.0] [batch_t 0.537 (0.423)] [data_t 0.016] [optim_t 0.522] [lr 0.002320] [CE 4.066 (4.227)] [KD 3.231 (3.326)] +2024-10-17 00:59:49,811 - Train: 31.77% [397500/1251000] [317.7/1000.0] [batch_t 0.429 (0.423)] [data_t 0.015] [optim_t 0.413] [lr 0.002320] [CE 4.081 (4.227)] [KD 3.226 (3.370)] +2024-10-17 01:00:11,046 - Train: 31.78% [397550/1251000] [317.8/1000.0] [batch_t 0.437 (0.425)] [data_t 0.015] [optim_t 0.422] [lr 0.002319] [CE 3.771 (4.256)] [KD 3.182 (3.385)] +2024-10-17 01:00:32,632 - Train: 31.78% [397600/1251000] [317.8/1000.0] [batch_t 0.416 (0.432)] [data_t 0.015] [optim_t 0.401] [lr 0.002319] [CE 3.993 (4.196)] [KD 3.366 (3.327)] +2024-10-17 01:00:54,542 - Train: 31.79% [397650/1251000] [317.9/1000.0] [batch_t 0.423 (0.438)] [data_t 0.015] [optim_t 0.407] [lr 0.002319] [CE 4.324 (4.310)] [KD 3.142 (3.413)] +2024-10-17 01:01:16,122 - Train: 31.79% [397700/1251000] [317.9/1000.0] [batch_t 0.467 (0.432)] [data_t 0.015] [optim_t 0.452] [lr 0.002319] [CE 3.857 (4.209)] [KD 3.463 (3.344)] +2024-10-17 01:01:37,431 - Train: 31.79% [397750/1251000] [317.9/1000.0] [batch_t 0.403 (0.426)] [data_t 0.015] [optim_t 0.388] [lr 0.002319] [CE 4.421 (4.209)] [KD 3.376 (3.419)] +2024-10-17 01:01:58,835 - Train: 31.80% [397800/1251000] [318.0/1000.0] [batch_t 0.399 (0.428)] [data_t 0.015] [optim_t 0.383] [lr 0.002319] [CE 4.362 (4.253)] [KD 3.343 (3.377)] +2024-10-17 01:02:26,854 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 37876] [top5_cnt 46514] [top_all 50000] +2024-10-17 01:02:26,855 - net: 75.752 (93.028) +2024-10-17 01:02:48,550 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40037] [top5_cnt 47568] [top_all 50000] +2024-10-17 01:02:48,550 - net_E: 80.074 (95.136) +2024-10-17 01:02:48,683 - Max [top1: 75.998 (epoch: 313)] [top1-ema: 80.074 (epoch: 318)] +2024-10-17 01:02:48,684 - ==> Total time: 2 days, 1:20:57 Eta: 4 days, 9:50:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 01:03:08,900 - Train: 31.80% [397850/1251000] [318.0/1000.0] [batch_t 0.360 (0.504)] [data_t 0.016] [optim_t 0.344] [lr 0.002318] [CE 4.377 (4.231)] [KD 3.461 (3.338)] +2024-10-17 01:03:29,965 - Train: 31.81% [397900/1251000] [318.1/1000.0] [batch_t 0.442 (0.421)] [data_t 0.016] [optim_t 0.427] [lr 0.002318] [CE 4.280 (4.213)] [KD 3.121 (3.321)] +2024-10-17 01:03:51,708 - Train: 31.81% [397950/1251000] [318.1/1000.0] [batch_t 0.451 (0.435)] [data_t 0.015] [optim_t 0.436] [lr 0.002318] [CE 4.193 (4.206)] [KD 3.415 (3.326)] +2024-10-17 01:04:13,231 - Train: 31.81% [398000/1251000] [318.1/1000.0] [batch_t 0.463 (0.430)] [data_t 0.015] [optim_t 0.448] [lr 0.002318] [CE 4.491 (4.247)] [KD 3.570 (3.384)] +2024-10-17 01:04:34,454 - Train: 31.82% [398050/1251000] [318.2/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.002318] [CE 4.059 (4.226)] [KD 3.432 (3.372)] +2024-10-17 01:04:55,477 - Train: 31.82% [398100/1251000] [318.2/1000.0] [batch_t 0.426 (0.420)] [data_t 0.015] [optim_t 0.410] [lr 0.002318] [CE 4.605 (4.265)] [KD 3.482 (3.354)] +2024-10-17 01:05:16,988 - Train: 31.83% [398150/1251000] [318.3/1000.0] [batch_t 0.516 (0.430)] [data_t 0.016] [optim_t 0.501] [lr 0.002318] [CE 4.293 (4.246)] [KD 3.141 (3.354)] +2024-10-17 01:05:38,161 - Train: 31.83% [398200/1251000] [318.3/1000.0] [batch_t 0.409 (0.423)] [data_t 0.015] [optim_t 0.394] [lr 0.002317] [CE 4.502 (4.171)] [KD 3.482 (3.355)] +2024-10-17 01:05:59,065 - Train: 31.83% [398250/1251000] [318.3/1000.0] [batch_t 0.475 (0.418)] [data_t 0.015] [optim_t 0.460] [lr 0.002317] [CE 4.832 (4.155)] [KD 3.762 (3.364)] +2024-10-17 01:06:19,564 - Train: 31.84% [398300/1251000] [318.4/1000.0] [batch_t 0.363 (0.410)] [data_t 0.016] [optim_t 0.347] [lr 0.002317] [CE 4.306 (4.218)] [KD 3.334 (3.366)] +2024-10-17 01:06:40,732 - Train: 31.84% [398350/1251000] [318.4/1000.0] [batch_t 0.365 (0.423)] [data_t 0.015] [optim_t 0.349] [lr 0.002317] [CE 4.533 (4.279)] [KD 3.582 (3.361)] +2024-10-17 01:07:01,478 - Train: 31.85% [398400/1251000] [318.5/1000.0] [batch_t 0.444 (0.415)] [data_t 0.015] [optim_t 0.429] [lr 0.002317] [CE 3.354 (4.261)] [KD 2.924 (3.346)] +2024-10-17 01:07:22,683 - Train: 31.85% [398450/1251000] [318.5/1000.0] [batch_t 0.465 (0.424)] [data_t 0.015] [optim_t 0.450] [lr 0.002317] [CE 3.934 (4.243)] [KD 3.154 (3.337)] +2024-10-17 01:07:43,925 - Train: 31.85% [398500/1251000] [318.5/1000.0] [batch_t 0.387 (0.425)] [data_t 0.015] [optim_t 0.372] [lr 0.002316] [CE 4.007 (4.197)] [KD 3.309 (3.364)] +2024-10-17 01:08:05,615 - Train: 31.86% [398550/1251000] [318.6/1000.0] [batch_t 0.430 (0.434)] [data_t 0.016] [optim_t 0.414] [lr 0.002316] [CE 4.134 (4.197)] [KD 2.977 (3.323)] +2024-10-17 01:08:26,779 - Train: 31.86% [398600/1251000] [318.6/1000.0] [batch_t 0.441 (0.423)] [data_t 0.015] [optim_t 0.426] [lr 0.002316] [CE 3.761 (4.165)] [KD 2.934 (3.281)] +2024-10-17 01:08:48,432 - Train: 31.87% [398650/1251000] [318.7/1000.0] [batch_t 0.439 (0.433)] [data_t 0.016] [optim_t 0.423] [lr 0.002316] [CE 4.175 (4.299)] [KD 3.492 (3.409)] +2024-10-17 01:09:09,838 - Train: 31.87% [398700/1251000] [318.7/1000.0] [batch_t 0.359 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002316] [CE 4.035 (4.170)] [KD 3.204 (3.311)] +2024-10-17 01:09:30,580 - Train: 31.87% [398750/1251000] [318.7/1000.0] [batch_t 0.399 (0.415)] [data_t 0.016] [optim_t 0.383] [lr 0.002316] [CE 3.597 (4.217)] [KD 3.145 (3.393)] +2024-10-17 01:09:51,611 - Train: 31.88% [398800/1251000] [318.8/1000.0] [batch_t 0.433 (0.421)] [data_t 0.016] [optim_t 0.418] [lr 0.002315] [CE 4.832 (4.238)] [KD 3.518 (3.383)] +2024-10-17 01:10:13,233 - Train: 31.88% [398850/1251000] [318.8/1000.0] [batch_t 0.466 (0.432)] [data_t 0.015] [optim_t 0.451] [lr 0.002315] [CE 4.139 (4.228)] [KD 3.193 (3.327)] +2024-10-17 01:10:34,353 - Train: 31.89% [398900/1251000] [318.9/1000.0] [batch_t 0.483 (0.422)] [data_t 0.015] [optim_t 0.468] [lr 0.002315] [CE 3.900 (4.268)] [KD 3.287 (3.339)] +2024-10-17 01:10:56,479 - Train: 31.89% [398950/1251000] [318.9/1000.0] [batch_t 0.418 (0.442)] [data_t 0.016] [optim_t 0.402] [lr 0.002315] [CE 3.832 (4.226)] [KD 3.055 (3.359)] +2024-10-17 01:11:18,247 - Train: 31.89% [399000/1251000] [318.9/1000.0] [batch_t 0.451 (0.435)] [data_t 0.015] [optim_t 0.436] [lr 0.002315] [CE 4.615 (4.275)] [KD 3.789 (3.387)] +2024-10-17 01:11:39,814 - Train: 31.90% [399050/1251000] [319.0/1000.0] [batch_t 0.417 (0.431)] [data_t 0.015] [optim_t 0.401] [lr 0.002315] [CE 4.242 (4.254)] [KD 3.449 (3.399)] +2024-10-17 01:12:08,590 - Test (net): 100.00% [50/50] [batch_t 0.141 (0.424)] [top1_cnt 37506] [top5_cnt 46467] [top_all 50000] +2024-10-17 01:12:08,590 - net: 75.012 (92.934) +2024-10-17 01:12:29,496 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 40042] [top5_cnt 47578] [top_all 50000] +2024-10-17 01:12:29,497 - net_E: 80.084 (95.156) +2024-10-17 01:12:29,641 - Max [top1: 75.998 (epoch: 313)] [top1-ema: 80.084 (epoch: 319)] +2024-10-17 01:12:29,641 - ==> Total time: 2 days, 1:30:38 Eta: 4 days, 9:41:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 01:12:49,459 - Train: 31.90% [399100/1251000] [319.0/1000.0] [batch_t 0.362 (0.486)] [data_t 0.015] [optim_t 0.347] [lr 0.002315] [CE 4.067 (4.155)] [KD 3.297 (3.348)] +2024-10-17 01:13:09,487 - Train: 31.91% [399150/1251000] [319.1/1000.0] [batch_t 0.424 (0.400)] [data_t 0.015] [optim_t 0.409] [lr 0.002314] [CE 3.593 (4.204)] [KD 2.885 (3.344)] +2024-10-17 01:13:30,321 - Train: 31.91% [399200/1251000] [319.1/1000.0] [batch_t 0.434 (0.417)] [data_t 0.015] [optim_t 0.418] [lr 0.002314] [CE 4.493 (4.261)] [KD 3.641 (3.375)] +2024-10-17 01:13:51,533 - Train: 31.91% [399250/1251000] [319.1/1000.0] [batch_t 0.412 (0.424)] [data_t 0.015] [optim_t 0.396] [lr 0.002314] [CE 4.247 (4.150)] [KD 3.394 (3.318)] +2024-10-17 01:14:13,511 - Train: 31.92% [399300/1251000] [319.2/1000.0] [batch_t 0.434 (0.439)] [data_t 0.015] [optim_t 0.419] [lr 0.002314] [CE 4.301 (4.171)] [KD 3.439 (3.367)] +2024-10-17 01:14:35,366 - Train: 31.92% [399350/1251000] [319.2/1000.0] [batch_t 0.449 (0.437)] [data_t 0.015] [optim_t 0.434] [lr 0.002314] [CE 3.706 (4.277)] [KD 2.973 (3.366)] +2024-10-17 01:14:57,405 - Train: 31.93% [399400/1251000] [319.3/1000.0] [batch_t 0.419 (0.441)] [data_t 0.015] [optim_t 0.404] [lr 0.002314] [CE 4.193 (4.198)] [KD 3.279 (3.282)] +2024-10-17 01:15:19,525 - Train: 31.93% [399450/1251000] [319.3/1000.0] [batch_t 0.456 (0.442)] [data_t 0.015] [optim_t 0.440] [lr 0.002313] [CE 4.616 (4.222)] [KD 3.686 (3.363)] +2024-10-17 01:15:41,535 - Train: 31.93% [399500/1251000] [319.3/1000.0] [batch_t 0.452 (0.440)] [data_t 0.015] [optim_t 0.436] [lr 0.002313] [CE 3.673 (4.329)] [KD 3.152 (3.411)] +2024-10-17 01:16:03,589 - Train: 31.94% [399550/1251000] [319.4/1000.0] [batch_t 0.419 (0.441)] [data_t 0.016] [optim_t 0.404] [lr 0.002313] [CE 4.097 (4.322)] [KD 3.463 (3.422)] +2024-10-17 01:16:25,412 - Train: 31.94% [399600/1251000] [319.4/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.346] [lr 0.002313] [CE 4.007 (4.203)] [KD 3.056 (3.321)] +2024-10-17 01:16:46,058 - Train: 31.95% [399650/1251000] [319.5/1000.0] [batch_t 0.388 (0.413)] [data_t 0.016] [optim_t 0.373] [lr 0.002313] [CE 3.736 (4.204)] [KD 3.015 (3.316)] +2024-10-17 01:17:06,996 - Train: 31.95% [399700/1251000] [319.5/1000.0] [batch_t 0.435 (0.419)] [data_t 0.016] [optim_t 0.419] [lr 0.002313] [CE 4.051 (4.165)] [KD 3.290 (3.302)] +2024-10-17 01:17:28,326 - Train: 31.95% [399750/1251000] [319.5/1000.0] [batch_t 0.420 (0.426)] [data_t 0.015] [optim_t 0.405] [lr 0.002312] [CE 4.779 (4.284)] [KD 3.441 (3.398)] +2024-10-17 01:17:48,923 - Train: 31.96% [399800/1251000] [319.6/1000.0] [batch_t 0.379 (0.412)] [data_t 0.015] [optim_t 0.363] [lr 0.002312] [CE 4.228 (4.269)] [KD 3.353 (3.319)] +2024-10-17 01:18:09,575 - Train: 31.96% [399850/1251000] [319.6/1000.0] [batch_t 0.399 (0.413)] [data_t 0.015] [optim_t 0.383] [lr 0.002312] [CE 4.318 (4.276)] [KD 3.365 (3.372)] +2024-10-17 01:18:30,442 - Train: 31.97% [399900/1251000] [319.7/1000.0] [batch_t 0.433 (0.417)] [data_t 0.015] [optim_t 0.418] [lr 0.002312] [CE 4.323 (4.248)] [KD 3.358 (3.391)] +2024-10-17 01:18:51,322 - Train: 31.97% [399950/1251000] [319.7/1000.0] [batch_t 0.391 (0.417)] [data_t 0.015] [optim_t 0.376] [lr 0.002312] [CE 4.500 (4.266)] [KD 3.337 (3.400)] +2024-10-17 01:19:12,119 - Train: 31.97% [400000/1251000] [319.7/1000.0] [batch_t 0.409 (0.416)] [data_t 0.015] [optim_t 0.394] [lr 0.002312] [CE 4.090 (4.307)] [KD 3.450 (3.417)] +2024-10-17 01:19:33,059 - Train: 31.98% [400050/1251000] [319.8/1000.0] [batch_t 0.423 (0.419)] [data_t 0.015] [optim_t 0.408] [lr 0.002312] [CE 3.874 (4.246)] [KD 3.194 (3.338)] +2024-10-17 01:19:54,115 - Train: 31.98% [400100/1251000] [319.8/1000.0] [batch_t 0.429 (0.421)] [data_t 0.015] [optim_t 0.414] [lr 0.002311] [CE 4.041 (4.221)] [KD 3.610 (3.350)] +2024-10-17 01:20:14,882 - Train: 31.99% [400150/1251000] [319.9/1000.0] [batch_t 0.465 (0.415)] [data_t 0.015] [optim_t 0.450] [lr 0.002311] [CE 4.362 (4.242)] [KD 3.343 (3.424)] +2024-10-17 01:20:35,863 - Train: 31.99% [400200/1251000] [319.9/1000.0] [batch_t 0.405 (0.420)] [data_t 0.016] [optim_t 0.389] [lr 0.002311] [CE 4.356 (4.219)] [KD 3.356 (3.344)] +2024-10-17 01:20:56,682 - Train: 31.99% [400250/1251000] [319.9/1000.0] [batch_t 0.398 (0.416)] [data_t 0.015] [optim_t 0.383] [lr 0.002311] [CE 4.048 (4.247)] [KD 3.239 (3.387)] +2024-10-17 01:21:17,414 - Train: 32.00% [400300/1251000] [320.0/1000.0] [batch_t 0.402 (0.415)] [data_t 0.016] [optim_t 0.386] [lr 0.002311] [CE 4.066 (4.224)] [KD 3.439 (3.366)] +2024-10-17 01:21:46,447 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 38058] [top5_cnt 46614] [top_all 50000] +2024-10-17 01:21:46,447 - net: 76.116 (93.228) +2024-10-17 01:22:07,584 - Test (net_E): 100.00% [50/50] [batch_t 0.144 (0.416)] [top1_cnt 40062] [top5_cnt 47564] [top_all 50000] +2024-10-17 01:22:07,584 - net_E: 80.124 (95.128) +2024-10-17 01:22:07,723 - Max [top1: 76.116 (epoch: 320)] [top1-ema: 80.124 (epoch: 320)] +2024-10-17 01:22:07,723 - ==> Total time: 2 days, 1:40:16 Eta: 4 days, 9:33:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 01:22:26,157 - Train: 32.00% [400350/1251000] [320.0/1000.0] [batch_t 0.360 (0.451)] [data_t 0.016] [optim_t 0.345] [lr 0.002311] [CE 4.460 (4.283)] [KD 3.415 (3.291)] +2024-10-17 01:22:46,700 - Train: 32.01% [400400/1251000] [320.1/1000.0] [batch_t 0.378 (0.411)] [data_t 0.016] [optim_t 0.362] [lr 0.002310] [CE 4.510 (4.227)] [KD 3.259 (3.323)] +2024-10-17 01:23:08,629 - Train: 32.01% [400450/1251000] [320.1/1000.0] [batch_t 0.440 (0.438)] [data_t 0.016] [optim_t 0.425] [lr 0.002310] [CE 4.093 (4.253)] [KD 3.182 (3.314)] +2024-10-17 01:23:30,847 - Train: 32.01% [400500/1251000] [320.1/1000.0] [batch_t 0.428 (0.444)] [data_t 0.015] [optim_t 0.413] [lr 0.002310] [CE 4.044 (4.224)] [KD 3.256 (3.304)] +2024-10-17 01:23:52,966 - Train: 32.02% [400550/1251000] [320.2/1000.0] [batch_t 0.456 (0.442)] [data_t 0.015] [optim_t 0.440] [lr 0.002310] [CE 3.853 (4.206)] [KD 3.217 (3.342)] +2024-10-17 01:24:14,643 - Train: 32.02% [400600/1251000] [320.2/1000.0] [batch_t 0.411 (0.433)] [data_t 0.015] [optim_t 0.396] [lr 0.002310] [CE 4.126 (4.233)] [KD 2.952 (3.293)] +2024-10-17 01:24:36,506 - Train: 32.03% [400650/1251000] [320.3/1000.0] [batch_t 0.444 (0.437)] [data_t 0.015] [optim_t 0.428] [lr 0.002310] [CE 4.065 (4.218)] [KD 3.065 (3.363)] +2024-10-17 01:24:58,089 - Train: 32.03% [400700/1251000] [320.3/1000.0] [batch_t 0.362 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.002310] [CE 3.830 (4.297)] [KD 3.193 (3.359)] +2024-10-17 01:25:20,014 - Train: 32.03% [400750/1251000] [320.3/1000.0] [batch_t 0.474 (0.438)] [data_t 0.015] [optim_t 0.459] [lr 0.002309] [CE 4.399 (4.256)] [KD 3.686 (3.375)] +2024-10-17 01:25:42,271 - Train: 32.04% [400800/1251000] [320.4/1000.0] [batch_t 0.448 (0.445)] [data_t 0.015] [optim_t 0.433] [lr 0.002309] [CE 4.226 (4.230)] [KD 3.485 (3.367)] +2024-10-17 01:26:03,323 - Train: 32.04% [400850/1251000] [320.4/1000.0] [batch_t 0.393 (0.421)] [data_t 0.015] [optim_t 0.378] [lr 0.002309] [CE 4.490 (4.265)] [KD 3.351 (3.383)] +2024-10-17 01:26:25,651 - Train: 32.05% [400900/1251000] [320.5/1000.0] [batch_t 0.488 (0.446)] [data_t 0.015] [optim_t 0.473] [lr 0.002309] [CE 4.477 (4.235)] [KD 3.557 (3.355)] +2024-10-17 01:26:47,909 - Train: 32.05% [400950/1251000] [320.5/1000.0] [batch_t 0.463 (0.445)] [data_t 0.015] [optim_t 0.447] [lr 0.002309] [CE 4.251 (4.274)] [KD 3.441 (3.376)] +2024-10-17 01:27:09,947 - Train: 32.05% [401000/1251000] [320.5/1000.0] [batch_t 0.359 (0.441)] [data_t 0.015] [optim_t 0.344] [lr 0.002309] [CE 3.765 (4.262)] [KD 3.023 (3.354)] +2024-10-17 01:27:32,080 - Train: 32.06% [401050/1251000] [320.6/1000.0] [batch_t 0.430 (0.443)] [data_t 0.015] [optim_t 0.415] [lr 0.002308] [CE 4.390 (4.284)] [KD 3.505 (3.402)] +2024-10-17 01:27:54,603 - Train: 32.06% [401100/1251000] [320.6/1000.0] [batch_t 0.431 (0.450)] [data_t 0.016] [optim_t 0.415] [lr 0.002308] [CE 4.559 (4.255)] [KD 3.308 (3.366)] +2024-10-17 01:28:16,800 - Train: 32.07% [401150/1251000] [320.7/1000.0] [batch_t 0.402 (0.444)] [data_t 0.016] [optim_t 0.386] [lr 0.002308] [CE 4.094 (4.175)] [KD 3.152 (3.331)] +2024-10-17 01:28:38,878 - Train: 32.07% [401200/1251000] [320.7/1000.0] [batch_t 0.372 (0.441)] [data_t 0.015] [optim_t 0.357] [lr 0.002308] [CE 3.715 (4.199)] [KD 3.071 (3.397)] +2024-10-17 01:29:00,015 - Train: 32.07% [401250/1251000] [320.7/1000.0] [batch_t 0.393 (0.423)] [data_t 0.015] [optim_t 0.377] [lr 0.002308] [CE 3.839 (4.217)] [KD 3.292 (3.409)] +2024-10-17 01:29:21,582 - Train: 32.08% [401300/1251000] [320.8/1000.0] [batch_t 0.412 (0.431)] [data_t 0.015] [optim_t 0.397] [lr 0.002308] [CE 4.740 (4.198)] [KD 3.592 (3.366)] +2024-10-17 01:29:43,406 - Train: 32.08% [401350/1251000] [320.8/1000.0] [batch_t 0.457 (0.436)] [data_t 0.015] [optim_t 0.441] [lr 0.002307] [CE 3.688 (4.229)] [KD 3.087 (3.392)] +2024-10-17 01:30:05,692 - Train: 32.09% [401400/1251000] [320.9/1000.0] [batch_t 0.383 (0.446)] [data_t 0.015] [optim_t 0.368] [lr 0.002307] [CE 4.133 (4.191)] [KD 3.188 (3.341)] +2024-10-17 01:30:28,099 - Train: 32.09% [401450/1251000] [320.9/1000.0] [batch_t 0.405 (0.448)] [data_t 0.015] [optim_t 0.390] [lr 0.002307] [CE 4.233 (4.236)] [KD 3.398 (3.396)] +2024-10-17 01:30:49,684 - Train: 32.09% [401500/1251000] [320.9/1000.0] [batch_t 0.455 (0.432)] [data_t 0.015] [optim_t 0.439] [lr 0.002307] [CE 4.020 (4.243)] [KD 3.237 (3.399)] +2024-10-17 01:31:11,827 - Train: 32.10% [401550/1251000] [321.0/1000.0] [batch_t 0.509 (0.443)] [data_t 0.015] [optim_t 0.494] [lr 0.002307] [CE 4.028 (4.195)] [KD 3.594 (3.340)] +2024-10-17 01:31:41,819 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 37698] [top5_cnt 46396] [top_all 50000] +2024-10-17 01:31:41,820 - net: 75.396 (92.792) +2024-10-17 01:32:03,214 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 40039] [top5_cnt 47562] [top_all 50000] +2024-10-17 01:32:03,215 - net_E: 80.078 (95.124) +2024-10-17 01:32:03,354 - Max [top1: 76.116 (epoch: 320)] [top1-ema: 80.124 (epoch: 320)] +2024-10-17 01:32:03,354 - ==> Total time: 2 days, 1:50:11 Eta: 4 days, 9:25:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 01:32:21,822 - Train: 32.10% [401600/1251000] [321.0/1000.0] [batch_t 0.359 (0.491)] [data_t 0.015] [optim_t 0.343] [lr 0.002307] [CE 4.462 (4.286)] [KD 3.220 (3.347)] +2024-10-17 01:32:42,873 - Train: 32.11% [401650/1251000] [321.1/1000.0] [batch_t 0.448 (0.421)] [data_t 0.015] [optim_t 0.432] [lr 0.002307] [CE 4.712 (4.225)] [KD 3.617 (3.357)] +2024-10-17 01:33:04,405 - Train: 32.11% [401700/1251000] [321.1/1000.0] [batch_t 0.362 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.002306] [CE 3.583 (4.242)] [KD 3.124 (3.354)] +2024-10-17 01:33:24,426 - Train: 32.11% [401750/1251000] [321.1/1000.0] [batch_t 0.395 (0.400)] [data_t 0.016] [optim_t 0.379] [lr 0.002306] [CE 4.237 (4.228)] [KD 3.354 (3.324)] +2024-10-17 01:33:45,376 - Train: 32.12% [401800/1251000] [321.2/1000.0] [batch_t 0.422 (0.419)] [data_t 0.015] [optim_t 0.406] [lr 0.002306] [CE 4.584 (4.224)] [KD 3.459 (3.296)] +2024-10-17 01:34:06,290 - Train: 32.12% [401850/1251000] [321.2/1000.0] [batch_t 0.396 (0.418)] [data_t 0.015] [optim_t 0.381] [lr 0.002306] [CE 4.399 (4.249)] [KD 3.312 (3.302)] +2024-10-17 01:34:27,358 - Train: 32.13% [401900/1251000] [321.3/1000.0] [batch_t 0.413 (0.421)] [data_t 0.015] [optim_t 0.398] [lr 0.002306] [CE 4.656 (4.227)] [KD 3.567 (3.358)] +2024-10-17 01:34:48,652 - Train: 32.13% [401950/1251000] [321.3/1000.0] [batch_t 0.501 (0.426)] [data_t 0.015] [optim_t 0.485] [lr 0.002306] [CE 4.814 (4.228)] [KD 3.433 (3.352)] +2024-10-17 01:35:10,194 - Train: 32.13% [402000/1251000] [321.3/1000.0] [batch_t 0.453 (0.431)] [data_t 0.112] [optim_t 0.341] [lr 0.002305] [CE 4.328 (4.205)] [KD 3.241 (3.298)] +2024-10-17 01:35:32,097 - Train: 32.14% [402050/1251000] [321.4/1000.0] [batch_t 0.403 (0.438)] [data_t 0.055] [optim_t 0.348] [lr 0.002305] [CE 4.302 (4.210)] [KD 3.353 (3.310)] +2024-10-17 01:35:54,213 - Train: 32.14% [402100/1251000] [321.4/1000.0] [batch_t 0.420 (0.442)] [data_t 0.077] [optim_t 0.344] [lr 0.002305] [CE 4.255 (4.229)] [KD 3.426 (3.367)] +2024-10-17 01:36:15,572 - Train: 32.15% [402150/1251000] [321.5/1000.0] [batch_t 0.449 (0.427)] [data_t 0.109] [optim_t 0.340] [lr 0.002305] [CE 4.795 (4.294)] [KD 3.483 (3.328)] +2024-10-17 01:36:36,886 - Train: 32.15% [402200/1251000] [321.5/1000.0] [batch_t 0.494 (0.426)] [data_t 0.152] [optim_t 0.341] [lr 0.002305] [CE 4.191 (4.288)] [KD 3.238 (3.385)] +2024-10-17 01:36:57,804 - Train: 32.15% [402250/1251000] [321.5/1000.0] [batch_t 0.425 (0.418)] [data_t 0.084] [optim_t 0.340] [lr 0.002305] [CE 4.338 (4.246)] [KD 3.340 (3.395)] +2024-10-17 01:37:18,817 - Train: 32.16% [402300/1251000] [321.6/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.002304] [CE 4.098 (4.255)] [KD 3.412 (3.366)] +2024-10-17 01:37:39,687 - Train: 32.16% [402350/1251000] [321.6/1000.0] [batch_t 0.359 (0.417)] [data_t 0.015] [optim_t 0.343] [lr 0.002304] [CE 3.814 (4.279)] [KD 3.202 (3.405)] +2024-10-17 01:38:01,216 - Train: 32.17% [402400/1251000] [321.7/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.002304] [CE 4.455 (4.275)] [KD 3.431 (3.402)] +2024-10-17 01:38:22,776 - Train: 32.17% [402450/1251000] [321.7/1000.0] [batch_t 0.544 (0.431)] [data_t 0.015] [optim_t 0.529] [lr 0.002304] [CE 4.138 (4.250)] [KD 3.367 (3.386)] +2024-10-17 01:38:44,777 - Train: 32.17% [402500/1251000] [321.7/1000.0] [batch_t 0.473 (0.440)] [data_t 0.015] [optim_t 0.458] [lr 0.002304] [CE 3.883 (4.244)] [KD 3.249 (3.439)] +2024-10-17 01:39:06,417 - Train: 32.18% [402550/1251000] [321.8/1000.0] [batch_t 0.477 (0.433)] [data_t 0.015] [optim_t 0.461] [lr 0.002304] [CE 4.083 (4.200)] [KD 3.261 (3.397)] +2024-10-17 01:39:29,045 - Train: 32.18% [402600/1251000] [321.8/1000.0] [batch_t 0.397 (0.452)] [data_t 0.015] [optim_t 0.381] [lr 0.002304] [CE 4.931 (4.338)] [KD 3.714 (3.466)] +2024-10-17 01:39:51,305 - Train: 32.19% [402650/1251000] [321.9/1000.0] [batch_t 0.453 (0.445)] [data_t 0.015] [optim_t 0.438] [lr 0.002303] [CE 4.382 (4.179)] [KD 3.205 (3.304)] +2024-10-17 01:40:13,624 - Train: 32.19% [402700/1251000] [321.9/1000.0] [batch_t 0.453 (0.446)] [data_t 0.015] [optim_t 0.437] [lr 0.002303] [CE 4.356 (4.248)] [KD 3.338 (3.361)] +2024-10-17 01:40:35,467 - Train: 32.19% [402750/1251000] [321.9/1000.0] [batch_t 0.439 (0.437)] [data_t 0.016] [optim_t 0.423] [lr 0.002303] [CE 4.033 (4.219)] [KD 3.601 (3.387)] +2024-10-17 01:40:56,923 - Train: 32.20% [402800/1251000] [322.0/1000.0] [batch_t 0.372 (0.429)] [data_t 0.015] [optim_t 0.356] [lr 0.002303] [CE 4.160 (4.220)] [KD 3.424 (3.428)] +2024-10-17 01:41:27,525 - Test (net): 100.00% [50/50] [batch_t 0.155 (0.434)] [top1_cnt 37710] [top5_cnt 46390] [top_all 50000] +2024-10-17 01:41:27,526 - net: 75.420 (92.780) +2024-10-17 01:41:48,337 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 40038] [top5_cnt 47551] [top_all 50000] +2024-10-17 01:41:48,337 - net_E: 80.076 (95.102) +2024-10-17 01:41:48,475 - Max [top1: 76.116 (epoch: 320)] [top1-ema: 80.124 (epoch: 320)] +2024-10-17 01:41:48,475 - ==> Total time: 2 days, 1:59:57 Eta: 4 days, 9:16:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 01:42:05,335 - Train: 32.20% [402850/1251000] [322.0/1000.0] [batch_t 0.365 (0.544)] [data_t 0.016] [optim_t 0.350] [lr 0.002303] [CE 4.342 (4.236)] [KD 3.237 (3.346)] +2024-10-17 01:42:27,410 - Train: 32.21% [402900/1251000] [322.1/1000.0] [batch_t 0.488 (0.441)] [data_t 0.015] [optim_t 0.473] [lr 0.002303] [CE 4.072 (4.194)] [KD 3.241 (3.312)] +2024-10-17 01:42:49,289 - Train: 32.21% [402950/1251000] [322.1/1000.0] [batch_t 0.437 (0.437)] [data_t 0.015] [optim_t 0.422] [lr 0.002302] [CE 4.493 (4.288)] [KD 3.289 (3.337)] +2024-10-17 01:43:11,478 - Train: 32.21% [403000/1251000] [322.1/1000.0] [batch_t 0.410 (0.444)] [data_t 0.015] [optim_t 0.395] [lr 0.002302] [CE 3.757 (4.182)] [KD 3.163 (3.280)] +2024-10-17 01:43:33,210 - Train: 32.22% [403050/1251000] [322.2/1000.0] [batch_t 0.429 (0.435)] [data_t 0.015] [optim_t 0.414] [lr 0.002302] [CE 4.131 (4.258)] [KD 3.263 (3.388)] +2024-10-17 01:43:54,498 - Train: 32.22% [403100/1251000] [322.2/1000.0] [batch_t 0.387 (0.426)] [data_t 0.015] [optim_t 0.372] [lr 0.002302] [CE 4.355 (4.196)] [KD 3.317 (3.324)] +2024-10-17 01:44:16,329 - Train: 32.23% [403150/1251000] [322.3/1000.0] [batch_t 0.448 (0.437)] [data_t 0.015] [optim_t 0.433] [lr 0.002302] [CE 4.470 (4.217)] [KD 3.535 (3.375)] +2024-10-17 01:44:38,761 - Train: 32.23% [403200/1251000] [322.3/1000.0] [batch_t 0.463 (0.449)] [data_t 0.015] [optim_t 0.448] [lr 0.002302] [CE 4.513 (4.226)] [KD 3.393 (3.352)] +2024-10-17 01:45:00,779 - Train: 32.23% [403250/1251000] [322.3/1000.0] [batch_t 0.458 (0.440)] [data_t 0.015] [optim_t 0.443] [lr 0.002301] [CE 5.047 (4.198)] [KD 3.685 (3.349)] +2024-10-17 01:45:22,549 - Train: 32.24% [403300/1251000] [322.4/1000.0] [batch_t 0.471 (0.435)] [data_t 0.015] [optim_t 0.456] [lr 0.002301] [CE 3.692 (4.303)] [KD 3.146 (3.389)] +2024-10-17 01:45:44,005 - Train: 32.24% [403350/1251000] [322.4/1000.0] [batch_t 0.469 (0.429)] [data_t 0.015] [optim_t 0.454] [lr 0.002301] [CE 4.702 (4.264)] [KD 3.598 (3.341)] +2024-10-17 01:46:05,929 - Train: 32.25% [403400/1251000] [322.5/1000.0] [batch_t 0.472 (0.438)] [data_t 0.015] [optim_t 0.457] [lr 0.002301] [CE 4.729 (4.208)] [KD 3.440 (3.333)] +2024-10-17 01:46:26,670 - Train: 32.25% [403450/1251000] [322.5/1000.0] [batch_t 0.406 (0.415)] [data_t 0.015] [optim_t 0.391] [lr 0.002301] [CE 4.198 (4.319)] [KD 3.245 (3.354)] +2024-10-17 01:46:49,169 - Train: 32.25% [403500/1251000] [322.5/1000.0] [batch_t 0.363 (0.450)] [data_t 0.015] [optim_t 0.348] [lr 0.002301] [CE 4.590 (4.288)] [KD 3.489 (3.395)] +2024-10-17 01:47:11,470 - Train: 32.26% [403550/1251000] [322.6/1000.0] [batch_t 0.399 (0.446)] [data_t 0.016] [optim_t 0.384] [lr 0.002301] [CE 4.239 (4.273)] [KD 3.432 (3.422)] +2024-10-17 01:47:33,371 - Train: 32.26% [403600/1251000] [322.6/1000.0] [batch_t 0.401 (0.438)] [data_t 0.015] [optim_t 0.385] [lr 0.002300] [CE 4.308 (4.229)] [KD 3.291 (3.339)] +2024-10-17 01:47:55,553 - Train: 32.27% [403650/1251000] [322.7/1000.0] [batch_t 0.425 (0.444)] [data_t 0.015] [optim_t 0.410] [lr 0.002300] [CE 4.048 (4.287)] [KD 3.342 (3.353)] +2024-10-17 01:48:17,721 - Train: 32.27% [403700/1251000] [322.7/1000.0] [batch_t 0.477 (0.443)] [data_t 0.015] [optim_t 0.461] [lr 0.002300] [CE 4.042 (4.243)] [KD 3.228 (3.378)] +2024-10-17 01:48:39,225 - Train: 32.27% [403750/1251000] [322.7/1000.0] [batch_t 0.499 (0.430)] [data_t 0.015] [optim_t 0.484] [lr 0.002300] [CE 4.476 (4.296)] [KD 3.606 (3.380)] +2024-10-17 01:49:00,539 - Train: 32.28% [403800/1251000] [322.8/1000.0] [batch_t 0.477 (0.426)] [data_t 0.015] [optim_t 0.462] [lr 0.002300] [CE 4.417 (4.221)] [KD 3.527 (3.357)] +2024-10-17 01:49:22,418 - Train: 32.28% [403850/1251000] [322.8/1000.0] [batch_t 0.494 (0.437)] [data_t 0.016] [optim_t 0.479] [lr 0.002300] [CE 3.846 (4.222)] [KD 3.131 (3.333)] +2024-10-17 01:49:44,224 - Train: 32.29% [403900/1251000] [322.9/1000.0] [batch_t 0.365 (0.436)] [data_t 0.015] [optim_t 0.350] [lr 0.002299] [CE 4.317 (4.275)] [KD 3.319 (3.379)] +2024-10-17 01:50:06,026 - Train: 32.29% [403950/1251000] [322.9/1000.0] [batch_t 0.384 (0.436)] [data_t 0.015] [optim_t 0.369] [lr 0.002299] [CE 4.522 (4.284)] [KD 3.467 (3.381)] +2024-10-17 01:50:28,018 - Train: 32.29% [404000/1251000] [322.9/1000.0] [batch_t 0.428 (0.440)] [data_t 0.016] [optim_t 0.413] [lr 0.002299] [CE 4.334 (4.234)] [KD 3.178 (3.367)] +2024-10-17 01:50:49,548 - Train: 32.30% [404050/1251000] [323.0/1000.0] [batch_t 0.428 (0.431)] [data_t 0.015] [optim_t 0.413] [lr 0.002299] [CE 4.494 (4.277)] [KD 3.345 (3.426)] +2024-10-17 01:51:19,643 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 37839] [top5_cnt 46550] [top_all 50000] +2024-10-17 01:51:19,644 - net: 75.678 (93.100) +2024-10-17 01:51:41,328 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 40040] [top5_cnt 47564] [top_all 50000] +2024-10-17 01:51:41,328 - net_E: 80.080 (95.128) +2024-10-17 01:51:41,446 - Max [top1: 76.116 (epoch: 320)] [top1-ema: 80.124 (epoch: 320)] +2024-10-17 01:51:41,446 - ==> Total time: 2 days, 2:09:50 Eta: 4 days, 9:08:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 01:51:57,788 - Train: 32.30% [404100/1251000] [323.0/1000.0] [batch_t 0.364 (0.555)] [data_t 0.016] [optim_t 0.348] [lr 0.002299] [CE 4.224 (4.206)] [KD 3.259 (3.351)] +2024-10-17 01:52:19,071 - Train: 32.31% [404150/1251000] [323.1/1000.0] [batch_t 0.544 (0.426)] [data_t 0.015] [optim_t 0.528] [lr 0.002299] [CE 4.343 (4.235)] [KD 3.378 (3.318)] +2024-10-17 01:52:41,087 - Train: 32.31% [404200/1251000] [323.1/1000.0] [batch_t 0.468 (0.440)] [data_t 0.015] [optim_t 0.453] [lr 0.002298] [CE 4.037 (4.240)] [KD 3.123 (3.321)] +2024-10-17 01:53:02,899 - Train: 32.31% [404250/1251000] [323.1/1000.0] [batch_t 0.443 (0.436)] [data_t 0.015] [optim_t 0.428] [lr 0.002298] [CE 3.884 (4.279)] [KD 3.181 (3.339)] +2024-10-17 01:53:25,120 - Train: 32.32% [404300/1251000] [323.2/1000.0] [batch_t 0.412 (0.444)] [data_t 0.015] [optim_t 0.397] [lr 0.002298] [CE 4.120 (4.192)] [KD 3.225 (3.308)] +2024-10-17 01:53:47,207 - Train: 32.32% [404350/1251000] [323.2/1000.0] [batch_t 0.504 (0.442)] [data_t 0.016] [optim_t 0.488] [lr 0.002298] [CE 3.851 (4.257)] [KD 3.378 (3.317)] +2024-10-17 01:54:09,338 - Train: 32.33% [404400/1251000] [323.3/1000.0] [batch_t 0.365 (0.443)] [data_t 0.015] [optim_t 0.349] [lr 0.002298] [CE 4.555 (4.254)] [KD 3.534 (3.392)] +2024-10-17 01:54:31,887 - Train: 32.33% [404450/1251000] [323.3/1000.0] [batch_t 0.468 (0.451)] [data_t 0.016] [optim_t 0.453] [lr 0.002298] [CE 4.141 (4.300)] [KD 3.227 (3.331)] +2024-10-17 01:54:54,540 - Train: 32.33% [404500/1251000] [323.3/1000.0] [batch_t 0.453 (0.453)] [data_t 0.015] [optim_t 0.438] [lr 0.002298] [CE 4.483 (4.223)] [KD 3.329 (3.284)] +2024-10-17 01:55:16,362 - Train: 32.34% [404550/1251000] [323.4/1000.0] [batch_t 0.384 (0.436)] [data_t 0.015] [optim_t 0.369] [lr 0.002297] [CE 4.232 (4.255)] [KD 3.252 (3.369)] +2024-10-17 01:55:38,233 - Train: 32.34% [404600/1251000] [323.4/1000.0] [batch_t 0.459 (0.437)] [data_t 0.016] [optim_t 0.443] [lr 0.002297] [CE 4.652 (4.257)] [KD 3.562 (3.377)] +2024-10-17 01:55:59,597 - Train: 32.35% [404650/1251000] [323.5/1000.0] [batch_t 0.412 (0.427)] [data_t 0.015] [optim_t 0.396] [lr 0.002297] [CE 3.794 (4.232)] [KD 3.237 (3.335)] +2024-10-17 01:56:21,330 - Train: 32.35% [404700/1251000] [323.5/1000.0] [batch_t 0.426 (0.435)] [data_t 0.015] [optim_t 0.411] [lr 0.002297] [CE 3.847 (4.259)] [KD 3.137 (3.412)] +2024-10-17 01:56:42,810 - Train: 32.35% [404750/1251000] [323.5/1000.0] [batch_t 0.371 (0.430)] [data_t 0.015] [optim_t 0.356] [lr 0.002297] [CE 4.171 (4.164)] [KD 3.253 (3.328)] +2024-10-17 01:57:04,861 - Train: 32.36% [404800/1251000] [323.6/1000.0] [batch_t 0.566 (0.441)] [data_t 0.015] [optim_t 0.550] [lr 0.002297] [CE 4.422 (4.261)] [KD 3.437 (3.421)] +2024-10-17 01:57:26,396 - Train: 32.36% [404850/1251000] [323.6/1000.0] [batch_t 0.469 (0.431)] [data_t 0.015] [optim_t 0.454] [lr 0.002296] [CE 4.611 (4.264)] [KD 3.579 (3.350)] +2024-10-17 01:57:47,914 - Train: 32.37% [404900/1251000] [323.7/1000.0] [batch_t 0.488 (0.430)] [data_t 0.015] [optim_t 0.473] [lr 0.002296] [CE 4.462 (4.275)] [KD 3.540 (3.415)] +2024-10-17 01:58:09,897 - Train: 32.37% [404950/1251000] [323.7/1000.0] [batch_t 0.361 (0.440)] [data_t 0.015] [optim_t 0.346] [lr 0.002296] [CE 4.619 (4.284)] [KD 3.387 (3.421)] +2024-10-17 01:58:31,306 - Train: 32.37% [405000/1251000] [323.7/1000.0] [batch_t 0.448 (0.428)] [data_t 0.015] [optim_t 0.432] [lr 0.002296] [CE 4.756 (4.240)] [KD 3.495 (3.338)] +2024-10-17 01:58:52,822 - Train: 32.38% [405050/1251000] [323.8/1000.0] [batch_t 0.457 (0.430)] [data_t 0.015] [optim_t 0.442] [lr 0.002296] [CE 4.386 (4.214)] [KD 3.359 (3.308)] +2024-10-17 01:59:14,768 - Train: 32.38% [405100/1251000] [323.8/1000.0] [batch_t 0.475 (0.439)] [data_t 0.015] [optim_t 0.460] [lr 0.002296] [CE 4.366 (4.230)] [KD 3.329 (3.379)] +2024-10-17 01:59:37,129 - Train: 32.39% [405150/1251000] [323.9/1000.0] [batch_t 0.465 (0.447)] [data_t 0.015] [optim_t 0.450] [lr 0.002295] [CE 4.628 (4.268)] [KD 3.567 (3.376)] +2024-10-17 01:59:59,274 - Train: 32.39% [405200/1251000] [323.9/1000.0] [batch_t 0.376 (0.443)] [data_t 0.015] [optim_t 0.361] [lr 0.002295] [CE 4.487 (4.206)] [KD 3.486 (3.352)] +2024-10-17 02:00:21,818 - Train: 32.39% [405250/1251000] [323.9/1000.0] [batch_t 0.382 (0.451)] [data_t 0.015] [optim_t 0.366] [lr 0.002295] [CE 3.918 (4.241)] [KD 3.384 (3.378)] +2024-10-17 02:00:42,959 - Train: 32.40% [405300/1251000] [324.0/1000.0] [batch_t 0.386 (0.423)] [data_t 0.015] [optim_t 0.370] [lr 0.002295] [CE 3.701 (4.181)] [KD 3.131 (3.359)] +2024-10-17 02:01:14,324 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 38012] [top5_cnt 46562] [top_all 50000] +2024-10-17 02:01:14,324 - net: 76.024 (93.124) +2024-10-17 02:01:36,127 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40052] [top5_cnt 47561] [top_all 50000] +2024-10-17 02:01:36,128 - net_E: 80.104 (95.122) +2024-10-17 02:01:36,302 - Max [top1: 76.116 (epoch: 320)] [top1-ema: 80.124 (epoch: 320)] +2024-10-17 02:01:36,302 - ==> Total time: 2 days, 2:19:44 Eta: 4 days, 9:00:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 02:01:52,630 - Train: 32.40% [405350/1251000] [324.0/1000.0] [batch_t 0.359 (0.552)] [data_t 0.015] [optim_t 0.344] [lr 0.002295] [CE 4.307 (4.259)] [KD 3.404 (3.369)] +2024-10-17 02:02:13,675 - Train: 32.41% [405400/1251000] [324.1/1000.0] [batch_t 0.467 (0.421)] [data_t 0.015] [optim_t 0.451] [lr 0.002295] [CE 4.706 (4.206)] [KD 3.677 (3.313)] +2024-10-17 02:02:35,268 - Train: 32.41% [405450/1251000] [324.1/1000.0] [batch_t 0.362 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.002294] [CE 4.314 (4.231)] [KD 3.468 (3.299)] +2024-10-17 02:02:57,326 - Train: 32.41% [405500/1251000] [324.1/1000.0] [batch_t 0.359 (0.441)] [data_t 0.016] [optim_t 0.344] [lr 0.002294] [CE 4.267 (4.238)] [KD 3.425 (3.336)] +2024-10-17 02:03:18,483 - Train: 32.42% [405550/1251000] [324.2/1000.0] [batch_t 0.428 (0.423)] [data_t 0.016] [optim_t 0.412] [lr 0.002294] [CE 4.362 (4.177)] [KD 3.133 (3.250)] +2024-10-17 02:03:39,408 - Train: 32.42% [405600/1251000] [324.2/1000.0] [batch_t 0.479 (0.418)] [data_t 0.016] [optim_t 0.463] [lr 0.002294] [CE 4.105 (4.205)] [KD 3.252 (3.269)] +2024-10-17 02:04:00,965 - Train: 32.43% [405650/1251000] [324.3/1000.0] [batch_t 0.423 (0.431)] [data_t 0.016] [optim_t 0.407] [lr 0.002294] [CE 4.594 (4.204)] [KD 3.508 (3.356)] +2024-10-17 02:04:22,501 - Train: 32.43% [405700/1251000] [324.3/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.002294] [CE 3.828 (4.285)] [KD 3.290 (3.394)] +2024-10-17 02:04:43,841 - Train: 32.43% [405750/1251000] [324.3/1000.0] [batch_t 0.487 (0.427)] [data_t 0.015] [optim_t 0.472] [lr 0.002294] [CE 4.178 (4.221)] [KD 3.648 (3.356)] +2024-10-17 02:05:05,343 - Train: 32.44% [405800/1251000] [324.4/1000.0] [batch_t 0.461 (0.430)] [data_t 0.016] [optim_t 0.446] [lr 0.002293] [CE 4.665 (4.311)] [KD 3.550 (3.346)] +2024-10-17 02:05:27,204 - Train: 32.44% [405850/1251000] [324.4/1000.0] [batch_t 0.392 (0.437)] [data_t 0.016] [optim_t 0.376] [lr 0.002293] [CE 3.974 (4.264)] [KD 3.201 (3.392)] +2024-10-17 02:05:49,185 - Train: 32.45% [405900/1251000] [324.5/1000.0] [batch_t 0.416 (0.440)] [data_t 0.015] [optim_t 0.401] [lr 0.002293] [CE 4.000 (4.211)] [KD 3.364 (3.345)] +2024-10-17 02:06:10,878 - Train: 32.45% [405950/1251000] [324.5/1000.0] [batch_t 0.431 (0.434)] [data_t 0.015] [optim_t 0.415] [lr 0.002293] [CE 3.467 (4.231)] [KD 2.960 (3.366)] +2024-10-17 02:06:32,725 - Train: 32.45% [406000/1251000] [324.5/1000.0] [batch_t 0.373 (0.437)] [data_t 0.015] [optim_t 0.357] [lr 0.002293] [CE 4.078 (4.284)] [KD 3.357 (3.374)] +2024-10-17 02:06:54,099 - Train: 32.46% [406050/1251000] [324.6/1000.0] [batch_t 0.874 (0.427)] [data_t 0.015] [optim_t 0.858] [lr 0.002293] [CE 4.315 (4.237)] [KD 3.401 (3.383)] +2024-10-17 02:07:14,202 - Train: 32.46% [406100/1251000] [324.6/1000.0] [batch_t 0.359 (0.402)] [data_t 0.015] [optim_t 0.344] [lr 0.002292] [CE 4.200 (4.278)] [KD 3.025 (3.381)] +2024-10-17 02:07:35,364 - Train: 32.47% [406150/1251000] [324.7/1000.0] [batch_t 0.434 (0.423)] [data_t 0.015] [optim_t 0.419] [lr 0.002292] [CE 4.104 (4.281)] [KD 3.302 (3.391)] +2024-10-17 02:07:56,433 - Train: 32.47% [406200/1251000] [324.7/1000.0] [batch_t 0.410 (0.421)] [data_t 0.016] [optim_t 0.394] [lr 0.002292] [CE 4.397 (4.335)] [KD 3.255 (3.413)] +2024-10-17 02:08:17,642 - Train: 32.47% [406250/1251000] [324.7/1000.0] [batch_t 0.497 (0.424)] [data_t 0.015] [optim_t 0.482] [lr 0.002292] [CE 4.407 (4.171)] [KD 3.379 (3.293)] +2024-10-17 02:08:38,984 - Train: 32.48% [406300/1251000] [324.8/1000.0] [batch_t 0.422 (0.427)] [data_t 0.015] [optim_t 0.406] [lr 0.002292] [CE 4.377 (4.229)] [KD 3.362 (3.311)] +2024-10-17 02:09:00,177 - Train: 32.48% [406350/1251000] [324.8/1000.0] [batch_t 0.423 (0.424)] [data_t 0.015] [optim_t 0.408] [lr 0.002292] [CE 4.284 (4.199)] [KD 3.532 (3.319)] +2024-10-17 02:09:21,279 - Train: 32.49% [406400/1251000] [324.9/1000.0] [batch_t 0.363 (0.422)] [data_t 0.015] [optim_t 0.348] [lr 0.002291] [CE 4.640 (4.276)] [KD 3.516 (3.396)] +2024-10-17 02:09:42,267 - Train: 32.49% [406450/1251000] [324.9/1000.0] [batch_t 0.453 (0.420)] [data_t 0.015] [optim_t 0.438] [lr 0.002291] [CE 4.055 (4.218)] [KD 3.324 (3.341)] +2024-10-17 02:10:03,323 - Train: 32.49% [406500/1251000] [324.9/1000.0] [batch_t 0.412 (0.421)] [data_t 0.015] [optim_t 0.397] [lr 0.002291] [CE 4.563 (4.137)] [KD 3.712 (3.327)] +2024-10-17 02:10:24,731 - Train: 32.50% [406550/1251000] [325.0/1000.0] [batch_t 0.413 (0.428)] [data_t 0.015] [optim_t 0.397] [lr 0.002291] [CE 4.249 (4.248)] [KD 3.298 (3.338)] +2024-10-17 02:10:56,042 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 37740] [top5_cnt 46515] [top_all 50000] +2024-10-17 02:10:56,042 - net: 75.480 (93.030) +2024-10-17 02:11:17,244 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 40026] [top5_cnt 47566] [top_all 50000] +2024-10-17 02:11:17,245 - net_E: 80.052 (95.132) +2024-10-17 02:11:17,391 - Max [top1: 76.116 (epoch: 320)] [top1-ema: 80.124 (epoch: 320)] +2024-10-17 02:11:17,391 - ==> Total time: 2 days, 2:29:26 Eta: 4 days, 8:51:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 02:11:33,035 - Train: 32.50% [406600/1251000] [325.0/1000.0] [batch_t 0.361 (0.574)] [data_t 0.015] [optim_t 0.345] [lr 0.002291] [CE 3.821 (4.255)] [KD 3.112 (3.353)] +2024-10-17 02:11:54,416 - Train: 32.51% [406650/1251000] [325.1/1000.0] [batch_t 0.413 (0.427)] [data_t 0.015] [optim_t 0.397] [lr 0.002291] [CE 4.483 (4.207)] [KD 3.345 (3.335)] +2024-10-17 02:12:16,178 - Train: 32.51% [406700/1251000] [325.1/1000.0] [batch_t 0.475 (0.435)] [data_t 0.015] [optim_t 0.460] [lr 0.002291] [CE 4.354 (4.230)] [KD 3.321 (3.354)] +2024-10-17 02:12:37,812 - Train: 32.51% [406750/1251000] [325.1/1000.0] [batch_t 0.388 (0.433)] [data_t 0.015] [optim_t 0.373] [lr 0.002290] [CE 4.681 (4.231)] [KD 3.244 (3.332)] +2024-10-17 02:12:59,161 - Train: 32.52% [406800/1251000] [325.2/1000.0] [batch_t 0.383 (0.427)] [data_t 0.015] [optim_t 0.368] [lr 0.002290] [CE 3.903 (4.210)] [KD 3.367 (3.335)] +2024-10-17 02:13:20,437 - Train: 32.52% [406850/1251000] [325.2/1000.0] [batch_t 0.420 (0.425)] [data_t 0.015] [optim_t 0.404] [lr 0.002290] [CE 4.334 (4.228)] [KD 3.359 (3.308)] +2024-10-17 02:13:42,332 - Train: 32.53% [406900/1251000] [325.3/1000.0] [batch_t 0.395 (0.438)] [data_t 0.015] [optim_t 0.380] [lr 0.002290] [CE 4.247 (4.301)] [KD 3.260 (3.347)] +2024-10-17 02:14:03,789 - Train: 32.53% [406950/1251000] [325.3/1000.0] [batch_t 0.458 (0.429)] [data_t 0.016] [optim_t 0.442] [lr 0.002290] [CE 4.106 (4.240)] [KD 3.277 (3.351)] +2024-10-17 02:14:25,333 - Train: 32.53% [407000/1251000] [325.3/1000.0] [batch_t 0.419 (0.431)] [data_t 0.015] [optim_t 0.403] [lr 0.002290] [CE 4.602 (4.227)] [KD 3.404 (3.371)] +2024-10-17 02:14:47,168 - Train: 32.54% [407050/1251000] [325.4/1000.0] [batch_t 0.513 (0.437)] [data_t 0.016] [optim_t 0.497] [lr 0.002289] [CE 4.804 (4.245)] [KD 3.681 (3.333)] +2024-10-17 02:15:09,226 - Train: 32.54% [407100/1251000] [325.4/1000.0] [batch_t 0.466 (0.441)] [data_t 0.015] [optim_t 0.451] [lr 0.002289] [CE 4.341 (4.196)] [KD 3.631 (3.372)] +2024-10-17 02:15:30,140 - Train: 32.55% [407150/1251000] [325.5/1000.0] [batch_t 0.410 (0.418)] [data_t 0.015] [optim_t 0.395] [lr 0.002289] [CE 4.563 (4.295)] [KD 3.569 (3.369)] +2024-10-17 02:15:51,291 - Train: 32.55% [407200/1251000] [325.5/1000.0] [batch_t 0.445 (0.423)] [data_t 0.015] [optim_t 0.430] [lr 0.002289] [CE 3.764 (4.249)] [KD 3.129 (3.364)] +2024-10-17 02:16:13,017 - Train: 32.55% [407250/1251000] [325.5/1000.0] [batch_t 0.359 (0.434)] [data_t 0.015] [optim_t 0.343] [lr 0.002289] [CE 4.309 (4.182)] [KD 3.260 (3.355)] +2024-10-17 02:16:34,473 - Train: 32.56% [407300/1251000] [325.6/1000.0] [batch_t 0.438 (0.429)] [data_t 0.015] [optim_t 0.423] [lr 0.002289] [CE 3.690 (4.183)] [KD 3.186 (3.333)] +2024-10-17 02:16:55,869 - Train: 32.56% [407350/1251000] [325.6/1000.0] [batch_t 0.438 (0.428)] [data_t 0.015] [optim_t 0.423] [lr 0.002288] [CE 4.804 (4.264)] [KD 3.633 (3.363)] +2024-10-17 02:17:17,239 - Train: 32.57% [407400/1251000] [325.7/1000.0] [batch_t 0.448 (0.427)] [data_t 0.015] [optim_t 0.433] [lr 0.002288] [CE 4.326 (4.314)] [KD 3.479 (3.400)] +2024-10-17 02:17:38,641 - Train: 32.57% [407450/1251000] [325.7/1000.0] [batch_t 0.408 (0.428)] [data_t 0.015] [optim_t 0.393] [lr 0.002288] [CE 4.245 (4.285)] [KD 3.331 (3.379)] +2024-10-17 02:17:59,981 - Train: 32.57% [407500/1251000] [325.7/1000.0] [batch_t 0.433 (0.427)] [data_t 0.015] [optim_t 0.418] [lr 0.002288] [CE 3.800 (4.309)] [KD 3.237 (3.363)] +2024-10-17 02:18:21,733 - Train: 32.58% [407550/1251000] [325.8/1000.0] [batch_t 0.370 (0.435)] [data_t 0.015] [optim_t 0.355] [lr 0.002288] [CE 4.313 (4.280)] [KD 3.028 (3.378)] +2024-10-17 02:18:42,962 - Train: 32.58% [407600/1251000] [325.8/1000.0] [batch_t 0.361 (0.424)] [data_t 0.016] [optim_t 0.346] [lr 0.002288] [CE 4.146 (4.249)] [KD 3.075 (3.329)] +2024-10-17 02:19:04,710 - Train: 32.59% [407650/1251000] [325.9/1000.0] [batch_t 0.362 (0.435)] [data_t 0.015] [optim_t 0.347] [lr 0.002287] [CE 4.562 (4.276)] [KD 3.402 (3.333)] +2024-10-17 02:19:26,044 - Train: 32.59% [407700/1251000] [325.9/1000.0] [batch_t 0.439 (0.427)] [data_t 0.015] [optim_t 0.424] [lr 0.002287] [CE 4.439 (4.261)] [KD 3.694 (3.398)] +2024-10-17 02:19:47,385 - Train: 32.59% [407750/1251000] [325.9/1000.0] [batch_t 0.364 (0.427)] [data_t 0.015] [optim_t 0.349] [lr 0.002287] [CE 4.413 (4.279)] [KD 3.638 (3.393)] +2024-10-17 02:20:09,191 - Train: 32.60% [407800/1251000] [326.0/1000.0] [batch_t 0.431 (0.436)] [data_t 0.016] [optim_t 0.415] [lr 0.002287] [CE 4.102 (4.288)] [KD 3.486 (3.388)] +2024-10-17 02:20:40,838 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 37892] [top5_cnt 46567] [top_all 50000] +2024-10-17 02:20:40,839 - net: 75.784 (93.134) +2024-10-17 02:21:02,190 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40062] [top5_cnt 47566] [top_all 50000] +2024-10-17 02:21:02,191 - net_E: 80.124 (95.132) +2024-10-17 02:21:02,351 - Max [top1: 76.116 (epoch: 320)] [top1-ema: 80.124 (epoch: 320)] +2024-10-17 02:21:02,352 - ==> Total time: 2 days, 2:39:10 Eta: 4 days, 8:43:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 02:21:18,839 - Train: 32.60% [407850/1251000] [326.0/1000.0] [batch_t 0.363 (0.441)] [data_t 0.016] [optim_t 0.347] [lr 0.002287] [CE 3.959 (4.171)] [KD 3.269 (3.258)] +2024-10-17 02:21:39,251 - Train: 32.61% [407900/1251000] [326.1/1000.0] [batch_t 0.467 (0.408)] [data_t 0.015] [optim_t 0.452] [lr 0.002287] [CE 4.699 (4.210)] [KD 3.677 (3.305)] +2024-10-17 02:22:01,196 - Train: 32.61% [407950/1251000] [326.1/1000.0] [batch_t 0.474 (0.439)] [data_t 0.015] [optim_t 0.458] [lr 0.002287] [CE 4.133 (4.207)] [KD 2.995 (3.279)] +2024-10-17 02:22:22,875 - Train: 32.61% [408000/1251000] [326.1/1000.0] [batch_t 0.464 (0.433)] [data_t 0.015] [optim_t 0.448] [lr 0.002286] [CE 4.321 (4.167)] [KD 3.446 (3.288)] +2024-10-17 02:22:43,694 - Train: 32.62% [408050/1251000] [326.2/1000.0] [batch_t 0.414 (0.416)] [data_t 0.016] [optim_t 0.399] [lr 0.002286] [CE 4.386 (4.239)] [KD 3.429 (3.333)] +2024-10-17 02:23:04,884 - Train: 32.62% [408100/1251000] [326.2/1000.0] [batch_t 0.448 (0.424)] [data_t 0.015] [optim_t 0.432] [lr 0.002286] [CE 4.157 (4.268)] [KD 3.281 (3.325)] +2024-10-17 02:23:26,773 - Train: 32.63% [408150/1251000] [326.3/1000.0] [batch_t 0.433 (0.438)] [data_t 0.015] [optim_t 0.417] [lr 0.002286] [CE 4.725 (4.222)] [KD 3.609 (3.335)] +2024-10-17 02:23:48,191 - Train: 32.63% [408200/1251000] [326.3/1000.0] [batch_t 0.424 (0.428)] [data_t 0.015] [optim_t 0.408] [lr 0.002286] [CE 3.985 (4.280)] [KD 3.309 (3.374)] +2024-10-17 02:24:09,818 - Train: 32.63% [408250/1251000] [326.3/1000.0] [batch_t 0.493 (0.432)] [data_t 0.015] [optim_t 0.477] [lr 0.002286] [CE 4.338 (4.216)] [KD 3.380 (3.308)] +2024-10-17 02:24:31,416 - Train: 32.64% [408300/1251000] [326.4/1000.0] [batch_t 0.423 (0.432)] [data_t 0.016] [optim_t 0.407] [lr 0.002285] [CE 4.044 (4.263)] [KD 3.252 (3.311)] +2024-10-17 02:24:52,395 - Train: 32.64% [408350/1251000] [326.4/1000.0] [batch_t 0.378 (0.419)] [data_t 0.015] [optim_t 0.363] [lr 0.002285] [CE 4.135 (4.243)] [KD 3.325 (3.316)] +2024-10-17 02:25:13,645 - Train: 32.65% [408400/1251000] [326.5/1000.0] [batch_t 0.463 (0.425)] [data_t 0.015] [optim_t 0.447] [lr 0.002285] [CE 4.097 (4.240)] [KD 3.307 (3.349)] +2024-10-17 02:25:34,765 - Train: 32.65% [408450/1251000] [326.5/1000.0] [batch_t 0.484 (0.422)] [data_t 0.015] [optim_t 0.469] [lr 0.002285] [CE 4.673 (4.237)] [KD 3.461 (3.349)] +2024-10-17 02:25:55,786 - Train: 32.65% [408500/1251000] [326.5/1000.0] [batch_t 0.422 (0.420)] [data_t 0.015] [optim_t 0.406] [lr 0.002285] [CE 4.067 (4.172)] [KD 3.353 (3.331)] +2024-10-17 02:26:16,494 - Train: 32.66% [408550/1251000] [326.6/1000.0] [batch_t 0.401 (0.414)] [data_t 0.015] [optim_t 0.386] [lr 0.002285] [CE 4.274 (4.219)] [KD 3.420 (3.374)] +2024-10-17 02:26:37,687 - Train: 32.66% [408600/1251000] [326.6/1000.0] [batch_t 0.416 (0.424)] [data_t 0.015] [optim_t 0.400] [lr 0.002284] [CE 4.191 (4.208)] [KD 3.370 (3.350)] +2024-10-17 02:26:59,305 - Train: 32.67% [408650/1251000] [326.7/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.002284] [CE 3.859 (4.139)] [KD 3.037 (3.295)] +2024-10-17 02:27:20,769 - Train: 32.67% [408700/1251000] [326.7/1000.0] [batch_t 0.405 (0.429)] [data_t 0.015] [optim_t 0.390] [lr 0.002284] [CE 3.584 (4.192)] [KD 2.929 (3.301)] +2024-10-17 02:27:41,970 - Train: 32.67% [408750/1251000] [326.7/1000.0] [batch_t 0.420 (0.424)] [data_t 0.015] [optim_t 0.405] [lr 0.002284] [CE 4.522 (4.284)] [KD 3.487 (3.402)] +2024-10-17 02:28:03,243 - Train: 32.68% [408800/1251000] [326.8/1000.0] [batch_t 0.463 (0.425)] [data_t 0.016] [optim_t 0.447] [lr 0.002284] [CE 4.256 (4.285)] [KD 3.466 (3.355)] +2024-10-17 02:28:24,464 - Train: 32.68% [408850/1251000] [326.8/1000.0] [batch_t 0.467 (0.424)] [data_t 0.015] [optim_t 0.452] [lr 0.002284] [CE 4.731 (4.199)] [KD 3.425 (3.356)] +2024-10-17 02:28:46,012 - Train: 32.69% [408900/1251000] [326.9/1000.0] [batch_t 0.439 (0.431)] [data_t 0.015] [optim_t 0.423] [lr 0.002284] [CE 4.467 (4.233)] [KD 3.247 (3.355)] +2024-10-17 02:29:07,535 - Train: 32.69% [408950/1251000] [326.9/1000.0] [batch_t 0.412 (0.430)] [data_t 0.015] [optim_t 0.397] [lr 0.002283] [CE 3.960 (4.260)] [KD 3.287 (3.381)] +2024-10-17 02:29:29,478 - Train: 32.69% [409000/1251000] [326.9/1000.0] [batch_t 0.858 (0.439)] [data_t 0.015] [optim_t 0.843] [lr 0.002283] [CE 4.438 (4.273)] [KD 3.233 (3.349)] +2024-10-17 02:29:51,005 - Train: 32.70% [409050/1251000] [327.0/1000.0] [batch_t 0.462 (0.430)] [data_t 0.015] [optim_t 0.446] [lr 0.002283] [CE 4.462 (4.235)] [KD 3.450 (3.317)] +2024-10-17 02:30:23,636 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 37669] [top5_cnt 46487] [top_all 50000] +2024-10-17 02:30:23,637 - net: 75.338 (92.974) +2024-10-17 02:30:45,044 - Test (net_E): 100.00% [50/50] [batch_t 0.137 (0.419)] [top1_cnt 40039] [top5_cnt 47565] [top_all 50000] +2024-10-17 02:30:45,045 - net_E: 80.078 (95.130) +2024-10-17 02:30:45,200 - Max [top1: 76.116 (epoch: 320)] [top1-ema: 80.124 (epoch: 320)] +2024-10-17 02:30:45,201 - ==> Total time: 2 days, 2:48:53 Eta: 4 days, 8:34:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 02:31:00,317 - Train: 32.70% [409100/1251000] [327.0/1000.0] [batch_t 0.359 (0.595)] [data_t 0.016] [optim_t 0.344] [lr 0.002283] [CE 4.103 (4.210)] [KD 3.211 (3.356)] +2024-10-17 02:31:19,905 - Train: 32.71% [409150/1251000] [327.1/1000.0] [batch_t 0.420 (0.392)] [data_t 0.015] [optim_t 0.405] [lr 0.002283] [CE 4.722 (4.294)] [KD 3.546 (3.376)] +2024-10-17 02:31:41,155 - Train: 32.71% [409200/1251000] [327.1/1000.0] [batch_t 0.424 (0.425)] [data_t 0.016] [optim_t 0.408] [lr 0.002283] [CE 3.801 (4.226)] [KD 3.337 (3.342)] +2024-10-17 02:32:02,097 - Train: 32.71% [409250/1251000] [327.1/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.002282] [CE 4.235 (4.219)] [KD 3.477 (3.354)] +2024-10-17 02:32:23,398 - Train: 32.72% [409300/1251000] [327.2/1000.0] [batch_t 0.390 (0.426)] [data_t 0.015] [optim_t 0.375] [lr 0.002282] [CE 4.032 (4.258)] [KD 3.057 (3.340)] +2024-10-17 02:32:44,743 - Train: 32.72% [409350/1251000] [327.2/1000.0] [batch_t 0.375 (0.427)] [data_t 0.015] [optim_t 0.360] [lr 0.002282] [CE 4.286 (4.177)] [KD 3.470 (3.327)] +2024-10-17 02:33:05,876 - Train: 32.73% [409400/1251000] [327.3/1000.0] [batch_t 0.463 (0.423)] [data_t 0.016] [optim_t 0.447] [lr 0.002282] [CE 3.979 (4.218)] [KD 3.148 (3.346)] +2024-10-17 02:33:27,264 - Train: 32.73% [409450/1251000] [327.3/1000.0] [batch_t 0.406 (0.428)] [data_t 0.015] [optim_t 0.391] [lr 0.002282] [CE 4.170 (4.308)] [KD 3.243 (3.372)] +2024-10-17 02:33:48,300 - Train: 32.73% [409500/1251000] [327.3/1000.0] [batch_t 0.380 (0.421)] [data_t 0.015] [optim_t 0.365] [lr 0.002282] [CE 4.163 (4.234)] [KD 3.141 (3.311)] +2024-10-17 02:34:09,359 - Train: 32.74% [409550/1251000] [327.4/1000.0] [batch_t 0.483 (0.421)] [data_t 0.015] [optim_t 0.467] [lr 0.002281] [CE 4.163 (4.241)] [KD 3.056 (3.280)] +2024-10-17 02:34:30,540 - Train: 32.74% [409600/1251000] [327.4/1000.0] [batch_t 0.414 (0.423)] [data_t 0.015] [optim_t 0.399] [lr 0.002281] [CE 4.363 (4.258)] [KD 3.516 (3.372)] +2024-10-17 02:34:51,544 - Train: 32.75% [409650/1251000] [327.5/1000.0] [batch_t 0.393 (0.420)] [data_t 0.015] [optim_t 0.377] [lr 0.002281] [CE 4.719 (4.279)] [KD 3.565 (3.371)] +2024-10-17 02:35:12,618 - Train: 32.75% [409700/1251000] [327.5/1000.0] [batch_t 0.405 (0.421)] [data_t 0.015] [optim_t 0.390] [lr 0.002281] [CE 4.721 (4.189)] [KD 3.619 (3.337)] +2024-10-17 02:35:33,919 - Train: 32.75% [409750/1251000] [327.5/1000.0] [batch_t 0.458 (0.426)] [data_t 0.015] [optim_t 0.442] [lr 0.002281] [CE 4.146 (4.246)] [KD 3.145 (3.358)] +2024-10-17 02:35:55,093 - Train: 32.76% [409800/1251000] [327.6/1000.0] [batch_t 0.409 (0.423)] [data_t 0.015] [optim_t 0.394] [lr 0.002281] [CE 4.592 (4.215)] [KD 3.386 (3.359)] +2024-10-17 02:36:16,137 - Train: 32.76% [409850/1251000] [327.6/1000.0] [batch_t 0.390 (0.421)] [data_t 0.015] [optim_t 0.375] [lr 0.002280] [CE 4.074 (4.290)] [KD 3.235 (3.357)] +2024-10-17 02:36:38,505 - Train: 32.77% [409900/1251000] [327.7/1000.0] [batch_t 0.456 (0.447)] [data_t 0.016] [optim_t 0.440] [lr 0.002280] [CE 4.389 (4.209)] [KD 3.360 (3.330)] +2024-10-17 02:37:00,544 - Train: 32.77% [409950/1251000] [327.7/1000.0] [batch_t 0.453 (0.441)] [data_t 0.016] [optim_t 0.437] [lr 0.002280] [CE 3.861 (4.182)] [KD 3.282 (3.302)] +2024-10-17 02:37:22,254 - Train: 32.77% [410000/1251000] [327.7/1000.0] [batch_t 0.428 (0.434)] [data_t 0.015] [optim_t 0.412] [lr 0.002280] [CE 3.930 (4.170)] [KD 3.319 (3.357)] +2024-10-17 02:37:43,973 - Train: 32.78% [410050/1251000] [327.8/1000.0] [batch_t 0.422 (0.434)] [data_t 0.015] [optim_t 0.406] [lr 0.002280] [CE 3.984 (4.146)] [KD 3.100 (3.314)] +2024-10-17 02:38:05,732 - Train: 32.78% [410100/1251000] [327.8/1000.0] [batch_t 0.504 (0.435)] [data_t 0.016] [optim_t 0.489] [lr 0.002280] [CE 3.982 (4.249)] [KD 3.260 (3.353)] +2024-10-17 02:38:27,363 - Train: 32.79% [410150/1251000] [327.9/1000.0] [batch_t 0.433 (0.432)] [data_t 0.015] [optim_t 0.418] [lr 0.002280] [CE 4.333 (4.178)] [KD 3.386 (3.355)] +2024-10-17 02:38:49,354 - Train: 32.79% [410200/1251000] [327.9/1000.0] [batch_t 0.428 (0.440)] [data_t 0.015] [optim_t 0.413] [lr 0.002279] [CE 4.537 (4.272)] [KD 3.660 (3.378)] +2024-10-17 02:39:11,079 - Train: 32.79% [410250/1251000] [327.9/1000.0] [batch_t 0.412 (0.434)] [data_t 0.016] [optim_t 0.397] [lr 0.002279] [CE 4.165 (4.261)] [KD 3.501 (3.385)] +2024-10-17 02:39:33,111 - Train: 32.80% [410300/1251000] [328.0/1000.0] [batch_t 0.419 (0.441)] [data_t 0.016] [optim_t 0.403] [lr 0.002279] [CE 4.558 (4.271)] [KD 3.467 (3.385)] +2024-10-17 02:40:06,498 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 37766] [top5_cnt 46427] [top_all 50000] +2024-10-17 02:40:06,499 - net: 75.532 (92.854) +2024-10-17 02:40:27,490 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 40016] [top5_cnt 47551] [top_all 50000] +2024-10-17 02:40:27,490 - net_E: 80.032 (95.102) +2024-10-17 02:40:27,689 - Max [top1: 76.116 (epoch: 320)] [top1-ema: 80.124 (epoch: 320)] +2024-10-17 02:40:27,689 - ==> Total time: 2 days, 2:58:36 Eta: 4 days, 8:26:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 02:40:41,980 - Train: 32.80% [410350/1251000] [328.0/1000.0] [batch_t 0.359 (0.591)] [data_t 0.015] [optim_t 0.344] [lr 0.002279] [CE 4.039 (4.215)] [KD 3.104 (3.321)] +2024-10-17 02:41:03,388 - Train: 32.81% [410400/1251000] [328.1/1000.0] [batch_t 0.440 (0.428)] [data_t 0.015] [optim_t 0.425] [lr 0.002279] [CE 4.501 (4.268)] [KD 3.368 (3.323)] +2024-10-17 02:41:25,135 - Train: 32.81% [410450/1251000] [328.1/1000.0] [batch_t 0.473 (0.435)] [data_t 0.015] [optim_t 0.458] [lr 0.002279] [CE 4.513 (4.222)] [KD 3.366 (3.323)] +2024-10-17 02:41:46,514 - Train: 32.81% [410500/1251000] [328.1/1000.0] [batch_t 0.470 (0.427)] [data_t 0.015] [optim_t 0.455] [lr 0.002278] [CE 4.077 (4.201)] [KD 3.196 (3.321)] +2024-10-17 02:42:08,265 - Train: 32.82% [410550/1251000] [328.2/1000.0] [batch_t 0.460 (0.435)] [data_t 0.015] [optim_t 0.445] [lr 0.002278] [CE 4.716 (4.235)] [KD 3.457 (3.277)] +2024-10-17 02:42:30,210 - Train: 32.82% [410600/1251000] [328.2/1000.0] [batch_t 0.427 (0.439)] [data_t 0.015] [optim_t 0.412] [lr 0.002278] [CE 4.329 (4.172)] [KD 3.730 (3.317)] +2024-10-17 02:42:51,370 - Train: 32.83% [410650/1251000] [328.3/1000.0] [batch_t 0.379 (0.423)] [data_t 0.015] [optim_t 0.363] [lr 0.002278] [CE 4.487 (4.236)] [KD 3.404 (3.298)] +2024-10-17 02:43:12,913 - Train: 32.83% [410700/1251000] [328.3/1000.0] [batch_t 0.442 (0.431)] [data_t 0.015] [optim_t 0.426] [lr 0.002278] [CE 4.387 (4.267)] [KD 3.514 (3.368)] +2024-10-17 02:43:34,252 - Train: 32.83% [410750/1251000] [328.3/1000.0] [batch_t 0.478 (0.427)] [data_t 0.015] [optim_t 0.463] [lr 0.002278] [CE 4.409 (4.250)] [KD 3.588 (3.308)] +2024-10-17 02:43:55,638 - Train: 32.84% [410800/1251000] [328.4/1000.0] [batch_t 0.477 (0.428)] [data_t 0.015] [optim_t 0.462] [lr 0.002277] [CE 4.678 (4.141)] [KD 3.197 (3.266)] +2024-10-17 02:44:16,837 - Train: 32.84% [410850/1251000] [328.4/1000.0] [batch_t 0.385 (0.424)] [data_t 0.015] [optim_t 0.370] [lr 0.002277] [CE 4.266 (4.261)] [KD 3.116 (3.312)] +2024-10-17 02:44:37,898 - Train: 32.85% [410900/1251000] [328.5/1000.0] [batch_t 0.407 (0.421)] [data_t 0.016] [optim_t 0.391] [lr 0.002277] [CE 3.617 (4.209)] [KD 3.025 (3.290)] +2024-10-17 02:44:59,296 - Train: 32.85% [410950/1251000] [328.5/1000.0] [batch_t 0.450 (0.428)] [data_t 0.015] [optim_t 0.435] [lr 0.002277] [CE 4.105 (4.270)] [KD 3.392 (3.372)] +2024-10-17 02:45:21,147 - Train: 32.85% [411000/1251000] [328.5/1000.0] [batch_t 0.471 (0.437)] [data_t 0.015] [optim_t 0.455] [lr 0.002277] [CE 4.040 (4.272)] [KD 3.164 (3.342)] +2024-10-17 02:45:43,032 - Train: 32.86% [411050/1251000] [328.6/1000.0] [batch_t 0.494 (0.438)] [data_t 0.015] [optim_t 0.478] [lr 0.002277] [CE 4.482 (4.166)] [KD 3.483 (3.334)] +2024-10-17 02:46:04,714 - Train: 32.86% [411100/1251000] [328.6/1000.0] [batch_t 0.423 (0.434)] [data_t 0.015] [optim_t 0.408] [lr 0.002276] [CE 4.292 (4.214)] [KD 3.199 (3.363)] +2024-10-17 02:46:26,730 - Train: 32.87% [411150/1251000] [328.7/1000.0] [batch_t 0.495 (0.440)] [data_t 0.015] [optim_t 0.479] [lr 0.002276] [CE 4.210 (4.186)] [KD 3.573 (3.268)] +2024-10-17 02:46:48,640 - Train: 32.87% [411200/1251000] [328.7/1000.0] [batch_t 0.438 (0.438)] [data_t 0.015] [optim_t 0.423] [lr 0.002276] [CE 4.120 (4.218)] [KD 3.312 (3.293)] +2024-10-17 02:47:10,706 - Train: 32.87% [411250/1251000] [328.7/1000.0] [batch_t 0.500 (0.441)] [data_t 0.015] [optim_t 0.485] [lr 0.002276] [CE 4.694 (4.281)] [KD 3.479 (3.347)] +2024-10-17 02:47:32,310 - Train: 32.88% [411300/1251000] [328.8/1000.0] [batch_t 0.431 (0.432)] [data_t 0.016] [optim_t 0.415] [lr 0.002276] [CE 4.053 (4.194)] [KD 3.285 (3.364)] +2024-10-17 02:47:53,183 - Train: 32.88% [411350/1251000] [328.8/1000.0] [batch_t 0.391 (0.417)] [data_t 0.015] [optim_t 0.376] [lr 0.002276] [CE 4.584 (4.188)] [KD 3.382 (3.325)] +2024-10-17 02:48:13,895 - Train: 32.89% [411400/1251000] [328.9/1000.0] [batch_t 0.434 (0.414)] [data_t 0.015] [optim_t 0.418] [lr 0.002276] [CE 4.718 (4.268)] [KD 3.546 (3.362)] +2024-10-17 02:48:35,262 - Train: 32.89% [411450/1251000] [328.9/1000.0] [batch_t 0.442 (0.427)] [data_t 0.015] [optim_t 0.426] [lr 0.002275] [CE 4.321 (4.257)] [KD 3.173 (3.329)] +2024-10-17 02:48:56,225 - Train: 32.89% [411500/1251000] [328.9/1000.0] [batch_t 0.417 (0.419)] [data_t 0.015] [optim_t 0.402] [lr 0.002275] [CE 4.306 (4.241)] [KD 3.278 (3.337)] +2024-10-17 02:49:17,312 - Train: 32.90% [411550/1251000] [329.0/1000.0] [batch_t 0.359 (0.422)] [data_t 0.015] [optim_t 0.344] [lr 0.002275] [CE 4.288 (4.202)] [KD 3.344 (3.329)] +2024-10-17 02:49:49,771 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 37746] [top5_cnt 46544] [top_all 50000] +2024-10-17 02:49:49,772 - net: 75.492 (93.088) +2024-10-17 02:50:10,789 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 40068] [top5_cnt 47551] [top_all 50000] +2024-10-17 02:50:10,790 - net_E: 80.136 (95.102) +2024-10-17 02:50:10,935 - Max [top1: 76.116 (epoch: 320)] [top1-ema: 80.136 (epoch: 329)] +2024-10-17 02:50:10,936 - ==> Total time: 2 days, 3:08:19 Eta: 4 days, 8:17:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 02:50:26,789 - Train: 32.90% [411600/1251000] [329.0/1000.0] [batch_t 0.372 (0.530)] [data_t 0.015] [optim_t 0.357] [lr 0.002275] [CE 4.657 (4.201)] [KD 3.544 (3.357)] +2024-10-17 02:50:46,513 - Train: 32.91% [411650/1251000] [329.1/1000.0] [batch_t 0.431 (0.394)] [data_t 0.015] [optim_t 0.416] [lr 0.002275] [CE 4.428 (4.201)] [KD 3.485 (3.287)] +2024-10-17 02:51:08,324 - Train: 32.91% [411700/1251000] [329.1/1000.0] [batch_t 0.436 (0.436)] [data_t 0.090] [optim_t 0.345] [lr 0.002275] [CE 4.096 (4.212)] [KD 3.254 (3.308)] +2024-10-17 02:51:30,319 - Train: 32.91% [411750/1251000] [329.1/1000.0] [batch_t 0.412 (0.440)] [data_t 0.072] [optim_t 0.340] [lr 0.002274] [CE 4.286 (4.275)] [KD 3.373 (3.330)] +2024-10-17 02:51:52,529 - Train: 32.92% [411800/1251000] [329.2/1000.0] [batch_t 0.488 (0.444)] [data_t 0.145] [optim_t 0.343] [lr 0.002274] [CE 4.581 (4.272)] [KD 3.642 (3.358)] +2024-10-17 02:52:14,443 - Train: 32.92% [411850/1251000] [329.2/1000.0] [batch_t 0.454 (0.438)] [data_t 0.111] [optim_t 0.343] [lr 0.002274] [CE 4.161 (4.277)] [KD 3.301 (3.357)] +2024-10-17 02:52:35,557 - Train: 32.93% [411900/1251000] [329.3/1000.0] [batch_t 0.363 (0.422)] [data_t 0.015] [optim_t 0.347] [lr 0.002274] [CE 4.123 (4.249)] [KD 3.250 (3.396)] +2024-10-17 02:52:56,354 - Train: 32.93% [411950/1251000] [329.3/1000.0] [batch_t 0.465 (0.416)] [data_t 0.124] [optim_t 0.341] [lr 0.002274] [CE 4.269 (4.282)] [KD 3.414 (3.343)] +2024-10-17 02:53:16,969 - Train: 32.93% [412000/1251000] [329.3/1000.0] [batch_t 0.390 (0.412)] [data_t 0.046] [optim_t 0.344] [lr 0.002274] [CE 4.684 (4.244)] [KD 3.540 (3.344)] +2024-10-17 02:53:37,467 - Train: 32.94% [412050/1251000] [329.4/1000.0] [batch_t 0.405 (0.410)] [data_t 0.065] [optim_t 0.341] [lr 0.002273] [CE 4.367 (4.209)] [KD 3.512 (3.323)] +2024-10-17 02:53:58,276 - Train: 32.94% [412100/1251000] [329.4/1000.0] [batch_t 0.407 (0.416)] [data_t 0.062] [optim_t 0.345] [lr 0.002273] [CE 4.803 (4.264)] [KD 3.694 (3.318)] +2024-10-17 02:54:19,230 - Train: 32.95% [412150/1251000] [329.5/1000.0] [batch_t 0.490 (0.419)] [data_t 0.147] [optim_t 0.343] [lr 0.002273] [CE 4.257 (4.190)] [KD 3.374 (3.348)] +2024-10-17 02:54:40,529 - Train: 32.95% [412200/1251000] [329.5/1000.0] [batch_t 0.536 (0.426)] [data_t 0.015] [optim_t 0.521] [lr 0.002273] [CE 4.230 (4.255)] [KD 3.332 (3.399)] +2024-10-17 02:55:01,620 - Train: 32.95% [412250/1251000] [329.5/1000.0] [batch_t 0.361 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.002273] [CE 4.149 (4.229)] [KD 3.509 (3.342)] +2024-10-17 02:55:23,353 - Train: 32.96% [412300/1251000] [329.6/1000.0] [batch_t 0.450 (0.435)] [data_t 0.015] [optim_t 0.435] [lr 0.002273] [CE 4.282 (4.238)] [KD 3.251 (3.351)] +2024-10-17 02:55:44,652 - Train: 32.96% [412350/1251000] [329.6/1000.0] [batch_t 0.379 (0.426)] [data_t 0.015] [optim_t 0.364] [lr 0.002272] [CE 4.176 (4.195)] [KD 3.483 (3.328)] +2024-10-17 02:56:05,317 - Train: 32.97% [412400/1251000] [329.7/1000.0] [batch_t 0.503 (0.413)] [data_t 0.015] [optim_t 0.487] [lr 0.002272] [CE 4.217 (4.202)] [KD 3.443 (3.334)] +2024-10-17 02:56:26,763 - Train: 32.97% [412450/1251000] [329.7/1000.0] [batch_t 0.716 (0.429)] [data_t 0.015] [optim_t 0.701] [lr 0.002272] [CE 4.158 (4.210)] [KD 3.284 (3.334)] +2024-10-17 02:56:47,182 - Train: 32.97% [412500/1251000] [329.7/1000.0] [batch_t 0.406 (0.408)] [data_t 0.016] [optim_t 0.390] [lr 0.002272] [CE 4.904 (4.294)] [KD 3.650 (3.376)] +2024-10-17 02:57:08,179 - Train: 32.98% [412550/1251000] [329.8/1000.0] [batch_t 0.404 (0.420)] [data_t 0.015] [optim_t 0.388] [lr 0.002272] [CE 4.273 (4.229)] [KD 3.461 (3.390)] +2024-10-17 02:57:29,465 - Train: 32.98% [412600/1251000] [329.8/1000.0] [batch_t 0.485 (0.426)] [data_t 0.015] [optim_t 0.470] [lr 0.002272] [CE 4.307 (4.257)] [KD 3.192 (3.343)] +2024-10-17 02:57:50,097 - Train: 32.99% [412650/1251000] [329.9/1000.0] [batch_t 0.369 (0.413)] [data_t 0.015] [optim_t 0.354] [lr 0.002272] [CE 4.623 (4.281)] [KD 3.558 (3.413)] +2024-10-17 02:58:11,470 - Train: 32.99% [412700/1251000] [329.9/1000.0] [batch_t 0.452 (0.427)] [data_t 0.015] [optim_t 0.437] [lr 0.002271] [CE 4.569 (4.235)] [KD 3.622 (3.401)] +2024-10-17 02:58:32,328 - Train: 32.99% [412750/1251000] [329.9/1000.0] [batch_t 0.418 (0.417)] [data_t 0.074] [optim_t 0.343] [lr 0.002271] [CE 4.921 (4.194)] [KD 3.838 (3.353)] +2024-10-17 02:58:54,415 - Train: 33.00% [412800/1251000] [330.0/1000.0] [batch_t 0.432 (0.442)] [data_t 0.016] [optim_t 0.416] [lr 0.002271] [CE 3.971 (4.182)] [KD 3.358 (3.308)] +2024-10-17 02:59:27,083 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 38157] [top5_cnt 46676] [top_all 50000] +2024-10-17 02:59:27,084 - net: 76.314 (93.352) +2024-10-17 02:59:48,410 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40079] [top5_cnt 47556] [top_all 50000] +2024-10-17 02:59:48,410 - net_E: 80.158 (95.112) +2024-10-17 02:59:48,566 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.158 (epoch: 330)] +2024-10-17 02:59:48,567 - ==> Total time: 2 days, 3:17:57 Eta: 4 days, 8:09:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 03:00:04,692 - Train: 33.00% [412850/1251000] [330.0/1000.0] [batch_t 0.365 (0.481)] [data_t 0.015] [optim_t 0.350] [lr 0.002271] [CE 4.183 (4.234)] [KD 3.227 (3.224)] +2024-10-17 03:00:24,811 - Train: 33.01% [412900/1251000] [330.1/1000.0] [batch_t 0.428 (0.402)] [data_t 0.015] [optim_t 0.413] [lr 0.002271] [CE 4.259 (4.260)] [KD 3.550 (3.289)] +2024-10-17 03:00:47,292 - Train: 33.01% [412950/1251000] [330.1/1000.0] [batch_t 0.467 (0.450)] [data_t 0.015] [optim_t 0.451] [lr 0.002271] [CE 3.543 (4.183)] [KD 2.875 (3.275)] +2024-10-17 03:01:09,228 - Train: 33.01% [413000/1251000] [330.1/1000.0] [batch_t 0.518 (0.439)] [data_t 0.015] [optim_t 0.503] [lr 0.002270] [CE 4.388 (4.193)] [KD 3.378 (3.334)] +2024-10-17 03:01:30,483 - Train: 33.02% [413050/1251000] [330.2/1000.0] [batch_t 0.397 (0.425)] [data_t 0.015] [optim_t 0.382] [lr 0.002270] [CE 4.248 (4.177)] [KD 3.237 (3.298)] +2024-10-17 03:01:51,841 - Train: 33.02% [413100/1251000] [330.2/1000.0] [batch_t 0.404 (0.427)] [data_t 0.015] [optim_t 0.388] [lr 0.002270] [CE 4.027 (4.283)] [KD 3.194 (3.359)] +2024-10-17 03:02:13,257 - Train: 33.03% [413150/1251000] [330.3/1000.0] [batch_t 0.438 (0.428)] [data_t 0.015] [optim_t 0.423] [lr 0.002270] [CE 3.824 (4.187)] [KD 3.098 (3.323)] +2024-10-17 03:02:34,345 - Train: 33.03% [413200/1251000] [330.3/1000.0] [batch_t 0.390 (0.422)] [data_t 0.015] [optim_t 0.375] [lr 0.002270] [CE 4.045 (4.197)] [KD 3.237 (3.301)] +2024-10-17 03:02:54,953 - Train: 33.03% [413250/1251000] [330.3/1000.0] [batch_t 0.463 (0.412)] [data_t 0.015] [optim_t 0.447] [lr 0.002270] [CE 4.244 (4.187)] [KD 3.184 (3.341)] +2024-10-17 03:03:16,783 - Train: 33.04% [413300/1251000] [330.4/1000.0] [batch_t 0.452 (0.436)] [data_t 0.015] [optim_t 0.437] [lr 0.002269] [CE 4.810 (4.247)] [KD 3.528 (3.310)] +2024-10-17 03:03:38,742 - Train: 33.04% [413350/1251000] [330.4/1000.0] [batch_t 0.461 (0.439)] [data_t 0.015] [optim_t 0.446] [lr 0.002269] [CE 4.122 (4.247)] [KD 3.336 (3.364)] +2024-10-17 03:04:00,861 - Train: 33.05% [413400/1251000] [330.5/1000.0] [batch_t 0.473 (0.442)] [data_t 0.015] [optim_t 0.457] [lr 0.002269] [CE 3.817 (4.222)] [KD 2.915 (3.336)] +2024-10-17 03:04:22,321 - Train: 33.05% [413450/1251000] [330.5/1000.0] [batch_t 0.391 (0.429)] [data_t 0.015] [optim_t 0.375] [lr 0.002269] [CE 4.009 (4.213)] [KD 3.165 (3.341)] +2024-10-17 03:04:43,133 - Train: 33.05% [413500/1251000] [330.5/1000.0] [batch_t 0.399 (0.416)] [data_t 0.016] [optim_t 0.383] [lr 0.002269] [CE 4.119 (4.251)] [KD 3.478 (3.407)] +2024-10-17 03:05:04,101 - Train: 33.06% [413550/1251000] [330.6/1000.0] [batch_t 0.392 (0.419)] [data_t 0.015] [optim_t 0.377] [lr 0.002269] [CE 4.114 (4.202)] [KD 3.051 (3.349)] +2024-10-17 03:05:25,199 - Train: 33.06% [413600/1251000] [330.6/1000.0] [batch_t 0.388 (0.422)] [data_t 0.015] [optim_t 0.372] [lr 0.002268] [CE 4.417 (4.250)] [KD 3.729 (3.333)] +2024-10-17 03:05:46,546 - Train: 33.07% [413650/1251000] [330.7/1000.0] [batch_t 0.411 (0.427)] [data_t 0.015] [optim_t 0.396] [lr 0.002268] [CE 3.982 (4.230)] [KD 3.190 (3.326)] +2024-10-17 03:06:07,733 - Train: 33.07% [413700/1251000] [330.7/1000.0] [batch_t 0.403 (0.424)] [data_t 0.015] [optim_t 0.388] [lr 0.002268] [CE 4.035 (4.216)] [KD 3.060 (3.301)] +2024-10-17 03:06:29,902 - Train: 33.07% [413750/1251000] [330.7/1000.0] [batch_t 0.440 (0.443)] [data_t 0.015] [optim_t 0.425] [lr 0.002268] [CE 4.176 (4.238)] [KD 3.393 (3.339)] +2024-10-17 03:06:51,500 - Train: 33.08% [413800/1251000] [330.8/1000.0] [batch_t 0.455 (0.432)] [data_t 0.015] [optim_t 0.439] [lr 0.002268] [CE 4.195 (4.260)] [KD 3.215 (3.357)] +2024-10-17 03:07:13,086 - Train: 33.08% [413850/1251000] [330.8/1000.0] [batch_t 0.491 (0.432)] [data_t 0.016] [optim_t 0.476] [lr 0.002268] [CE 4.192 (4.266)] [KD 3.285 (3.356)] +2024-10-17 03:07:34,452 - Train: 33.09% [413900/1251000] [330.9/1000.0] [batch_t 0.380 (0.427)] [data_t 0.015] [optim_t 0.365] [lr 0.002267] [CE 3.670 (4.268)] [KD 3.220 (3.407)] +2024-10-17 03:07:55,916 - Train: 33.09% [413950/1251000] [330.9/1000.0] [batch_t 0.434 (0.429)] [data_t 0.016] [optim_t 0.419] [lr 0.002267] [CE 4.786 (4.173)] [KD 3.527 (3.300)] +2024-10-17 03:08:17,451 - Train: 33.09% [414000/1251000] [330.9/1000.0] [batch_t 0.399 (0.431)] [data_t 0.015] [optim_t 0.384] [lr 0.002267] [CE 4.073 (4.294)] [KD 3.369 (3.344)] +2024-10-17 03:08:38,922 - Train: 33.10% [414050/1251000] [331.0/1000.0] [batch_t 0.432 (0.429)] [data_t 0.015] [optim_t 0.416] [lr 0.002267] [CE 4.098 (4.213)] [KD 3.403 (3.362)] +2024-10-17 03:09:12,940 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.422)] [top1_cnt 37694] [top5_cnt 46404] [top_all 50000] +2024-10-17 03:09:12,941 - net: 75.388 (92.808) +2024-10-17 03:09:35,080 - Test (net_E): 100.00% [50/50] [batch_t 0.142 (0.437)] [top1_cnt 40082] [top5_cnt 47568] [top_all 50000] +2024-10-17 03:09:35,081 - net_E: 80.164 (95.136) +2024-10-17 03:09:35,241 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 03:09:35,242 - ==> Total time: 2 days, 3:27:43 Eta: 4 days, 8:00:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 03:09:49,944 - Train: 33.10% [414100/1251000] [331.0/1000.0] [batch_t 0.361 (0.549)] [data_t 0.015] [optim_t 0.345] [lr 0.002267] [CE 4.446 (4.273)] [KD 3.475 (3.345)] +2024-10-17 03:10:10,369 - Train: 33.11% [414150/1251000] [331.1/1000.0] [batch_t 0.433 (0.408)] [data_t 0.016] [optim_t 0.417] [lr 0.002267] [CE 4.710 (4.265)] [KD 3.587 (3.318)] +2024-10-17 03:10:32,671 - Train: 33.11% [414200/1251000] [331.1/1000.0] [batch_t 0.476 (0.446)] [data_t 0.016] [optim_t 0.461] [lr 0.002267] [CE 3.922 (4.209)] [KD 3.256 (3.329)] +2024-10-17 03:10:53,397 - Train: 33.11% [414250/1251000] [331.1/1000.0] [batch_t 0.427 (0.414)] [data_t 0.015] [optim_t 0.412] [lr 0.002266] [CE 3.689 (4.282)] [KD 3.108 (3.385)] +2024-10-17 03:11:13,929 - Train: 33.12% [414300/1251000] [331.2/1000.0] [batch_t 0.464 (0.411)] [data_t 0.015] [optim_t 0.449] [lr 0.002266] [CE 3.904 (4.168)] [KD 3.297 (3.304)] +2024-10-17 03:11:35,650 - Train: 33.12% [414350/1251000] [331.2/1000.0] [batch_t 0.454 (0.434)] [data_t 0.015] [optim_t 0.439] [lr 0.002266] [CE 4.712 (4.197)] [KD 3.320 (3.296)] +2024-10-17 03:11:57,904 - Train: 33.13% [414400/1251000] [331.3/1000.0] [batch_t 0.362 (0.445)] [data_t 0.015] [optim_t 0.347] [lr 0.002266] [CE 4.547 (4.196)] [KD 3.441 (3.258)] +2024-10-17 03:12:18,942 - Train: 33.13% [414450/1251000] [331.3/1000.0] [batch_t 0.415 (0.421)] [data_t 0.015] [optim_t 0.399] [lr 0.002266] [CE 4.533 (4.253)] [KD 3.505 (3.336)] +2024-10-17 03:12:40,682 - Train: 33.13% [414500/1251000] [331.3/1000.0] [batch_t 0.464 (0.435)] [data_t 0.015] [optim_t 0.448] [lr 0.002266] [CE 4.153 (4.236)] [KD 3.262 (3.387)] +2024-10-17 03:13:00,968 - Train: 33.14% [414550/1251000] [331.4/1000.0] [batch_t 0.416 (0.406)] [data_t 0.016] [optim_t 0.400] [lr 0.002265] [CE 3.989 (4.237)] [KD 2.917 (3.289)] +2024-10-17 03:13:21,685 - Train: 33.14% [414600/1251000] [331.4/1000.0] [batch_t 0.434 (0.414)] [data_t 0.015] [optim_t 0.418] [lr 0.002265] [CE 4.157 (4.265)] [KD 3.615 (3.386)] +2024-10-17 03:13:42,424 - Train: 33.15% [414650/1251000] [331.5/1000.0] [batch_t 0.362 (0.415)] [data_t 0.016] [optim_t 0.346] [lr 0.002265] [CE 4.660 (4.243)] [KD 3.465 (3.338)] +2024-10-17 03:14:02,900 - Train: 33.15% [414700/1251000] [331.5/1000.0] [batch_t 0.385 (0.409)] [data_t 0.015] [optim_t 0.370] [lr 0.002265] [CE 3.958 (4.270)] [KD 3.238 (3.332)] +2024-10-17 03:14:23,514 - Train: 33.15% [414750/1251000] [331.5/1000.0] [batch_t 0.402 (0.412)] [data_t 0.015] [optim_t 0.387] [lr 0.002265] [CE 4.341 (4.266)] [KD 3.314 (3.315)] +2024-10-17 03:14:45,456 - Train: 33.16% [414800/1251000] [331.6/1000.0] [batch_t 0.418 (0.439)] [data_t 0.015] [optim_t 0.403] [lr 0.002265] [CE 3.794 (4.196)] [KD 3.237 (3.312)] +2024-10-17 03:15:07,059 - Train: 33.16% [414850/1251000] [331.6/1000.0] [batch_t 0.772 (0.432)] [data_t 0.015] [optim_t 0.756] [lr 0.002264] [CE 4.300 (4.188)] [KD 3.240 (3.316)] +2024-10-17 03:15:27,988 - Train: 33.17% [414900/1251000] [331.7/1000.0] [batch_t 0.374 (0.418)] [data_t 0.015] [optim_t 0.359] [lr 0.002264] [CE 4.696 (4.172)] [KD 3.666 (3.310)] +2024-10-17 03:15:49,622 - Train: 33.17% [414950/1251000] [331.7/1000.0] [batch_t 0.773 (0.433)] [data_t 0.015] [optim_t 0.758] [lr 0.002264] [CE 4.700 (4.243)] [KD 3.659 (3.346)] +2024-10-17 03:16:10,048 - Train: 33.17% [415000/1251000] [331.7/1000.0] [batch_t 0.410 (0.408)] [data_t 0.015] [optim_t 0.394] [lr 0.002264] [CE 4.387 (4.282)] [KD 3.495 (3.376)] +2024-10-17 03:16:31,201 - Train: 33.18% [415050/1251000] [331.8/1000.0] [batch_t 0.486 (0.423)] [data_t 0.015] [optim_t 0.471] [lr 0.002264] [CE 4.464 (4.279)] [KD 3.611 (3.298)] +2024-10-17 03:16:52,281 - Train: 33.18% [415100/1251000] [331.8/1000.0] [batch_t 0.460 (0.422)] [data_t 0.015] [optim_t 0.444] [lr 0.002264] [CE 4.195 (4.224)] [KD 3.367 (3.344)] +2024-10-17 03:17:13,828 - Train: 33.19% [415150/1251000] [331.9/1000.0] [batch_t 0.399 (0.431)] [data_t 0.015] [optim_t 0.384] [lr 0.002263] [CE 4.435 (4.207)] [KD 3.577 (3.346)] +2024-10-17 03:17:35,172 - Train: 33.19% [415200/1251000] [331.9/1000.0] [batch_t 0.455 (0.427)] [data_t 0.015] [optim_t 0.439] [lr 0.002263] [CE 3.578 (4.222)] [KD 3.201 (3.320)] +2024-10-17 03:17:56,688 - Train: 33.19% [415250/1251000] [331.9/1000.0] [batch_t 0.415 (0.430)] [data_t 0.015] [optim_t 0.400] [lr 0.002263] [CE 4.389 (4.212)] [KD 3.319 (3.329)] +2024-10-17 03:18:18,306 - Train: 33.20% [415300/1251000] [332.0/1000.0] [batch_t 0.417 (0.432)] [data_t 0.015] [optim_t 0.401] [lr 0.002263] [CE 3.874 (4.266)] [KD 3.207 (3.363)] +2024-10-17 03:18:53,006 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.438)] [top1_cnt 37822] [top5_cnt 46522] [top_all 50000] +2024-10-17 03:18:53,006 - net: 75.644 (93.044) +2024-10-17 03:19:14,726 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40054] [top5_cnt 47559] [top_all 50000] +2024-10-17 03:19:14,727 - net_E: 80.108 (95.118) +2024-10-17 03:19:14,905 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 03:19:14,905 - ==> Total time: 2 days, 3:37:23 Eta: 4 days, 7:52:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 03:19:28,049 - Train: 33.20% [415350/1251000] [332.0/1000.0] [batch_t 0.363 (0.655)] [data_t 0.015] [optim_t 0.348] [lr 0.002263] [CE 3.789 (4.174)] [KD 3.191 (3.271)] +2024-10-17 03:19:48,816 - Train: 33.21% [415400/1251000] [332.1/1000.0] [batch_t 0.495 (0.415)] [data_t 0.015] [optim_t 0.480] [lr 0.002263] [CE 4.078 (4.149)] [KD 2.902 (3.281)] +2024-10-17 03:20:10,655 - Train: 33.21% [415450/1251000] [332.1/1000.0] [batch_t 0.412 (0.437)] [data_t 0.016] [optim_t 0.396] [lr 0.002263] [CE 4.548 (4.208)] [KD 3.159 (3.312)] +2024-10-17 03:20:31,958 - Train: 33.21% [415500/1251000] [332.1/1000.0] [batch_t 0.358 (0.426)] [data_t 0.015] [optim_t 0.343] [lr 0.002262] [CE 3.955 (4.171)] [KD 3.131 (3.270)] +2024-10-17 03:20:53,346 - Train: 33.22% [415550/1251000] [332.2/1000.0] [batch_t 0.357 (0.428)] [data_t 0.015] [optim_t 0.342] [lr 0.002262] [CE 3.562 (4.206)] [KD 3.118 (3.339)] +2024-10-17 03:21:14,738 - Train: 33.22% [415600/1251000] [332.2/1000.0] [batch_t 0.366 (0.428)] [data_t 0.015] [optim_t 0.350] [lr 0.002262] [CE 4.329 (4.278)] [KD 3.359 (3.389)] +2024-10-17 03:21:35,628 - Train: 33.23% [415650/1251000] [332.3/1000.0] [batch_t 0.365 (0.418)] [data_t 0.015] [optim_t 0.350] [lr 0.002262] [CE 4.246 (4.248)] [KD 3.401 (3.363)] +2024-10-17 03:21:57,012 - Train: 33.23% [415700/1251000] [332.3/1000.0] [batch_t 0.400 (0.428)] [data_t 0.015] [optim_t 0.385] [lr 0.002262] [CE 4.581 (4.236)] [KD 3.560 (3.373)] +2024-10-17 03:22:18,203 - Train: 33.23% [415750/1251000] [332.3/1000.0] [batch_t 0.524 (0.424)] [data_t 0.015] [optim_t 0.509] [lr 0.002262] [CE 3.711 (4.226)] [KD 3.119 (3.323)] +2024-10-17 03:22:39,300 - Train: 33.24% [415800/1251000] [332.4/1000.0] [batch_t 0.391 (0.422)] [data_t 0.015] [optim_t 0.375] [lr 0.002261] [CE 4.703 (4.242)] [KD 3.724 (3.338)] +2024-10-17 03:23:01,199 - Train: 33.24% [415850/1251000] [332.4/1000.0] [batch_t 0.431 (0.438)] [data_t 0.015] [optim_t 0.415] [lr 0.002261] [CE 4.581 (4.290)] [KD 3.335 (3.395)] +2024-10-17 03:23:22,720 - Train: 33.25% [415900/1251000] [332.5/1000.0] [batch_t 0.382 (0.430)] [data_t 0.015] [optim_t 0.367] [lr 0.002261] [CE 4.088 (4.276)] [KD 3.353 (3.389)] +2024-10-17 03:23:44,216 - Train: 33.25% [415950/1251000] [332.5/1000.0] [batch_t 0.408 (0.430)] [data_t 0.016] [optim_t 0.393] [lr 0.002261] [CE 4.175 (4.291)] [KD 3.319 (3.398)] +2024-10-17 03:24:05,327 - Train: 33.25% [416000/1251000] [332.5/1000.0] [batch_t 0.406 (0.422)] [data_t 0.015] [optim_t 0.391] [lr 0.002261] [CE 4.756 (4.200)] [KD 3.465 (3.341)] +2024-10-17 03:24:26,636 - Train: 33.26% [416050/1251000] [332.6/1000.0] [batch_t 0.446 (0.426)] [data_t 0.015] [optim_t 0.431] [lr 0.002261] [CE 4.555 (4.221)] [KD 3.536 (3.320)] +2024-10-17 03:24:48,443 - Train: 33.26% [416100/1251000] [332.6/1000.0] [batch_t 0.363 (0.436)] [data_t 0.015] [optim_t 0.347] [lr 0.002260] [CE 3.953 (4.189)] [KD 3.226 (3.328)] +2024-10-17 03:25:09,548 - Train: 33.27% [416150/1251000] [332.7/1000.0] [batch_t 0.465 (0.422)] [data_t 0.016] [optim_t 0.450] [lr 0.002260] [CE 4.226 (4.226)] [KD 3.483 (3.325)] +2024-10-17 03:25:30,693 - Train: 33.27% [416200/1251000] [332.7/1000.0] [batch_t 0.387 (0.423)] [data_t 0.015] [optim_t 0.371] [lr 0.002260] [CE 3.831 (4.232)] [KD 3.008 (3.359)] +2024-10-17 03:25:52,262 - Train: 33.27% [416250/1251000] [332.7/1000.0] [batch_t 0.433 (0.431)] [data_t 0.015] [optim_t 0.417] [lr 0.002260] [CE 3.856 (4.283)] [KD 3.046 (3.331)] +2024-10-17 03:26:14,552 - Train: 33.28% [416300/1251000] [332.8/1000.0] [batch_t 0.469 (0.446)] [data_t 0.016] [optim_t 0.454] [lr 0.002260] [CE 3.975 (4.187)] [KD 3.292 (3.336)] +2024-10-17 03:26:36,271 - Train: 33.28% [416350/1251000] [332.8/1000.0] [batch_t 0.468 (0.434)] [data_t 0.016] [optim_t 0.452] [lr 0.002260] [CE 4.259 (4.228)] [KD 3.448 (3.361)] +2024-10-17 03:26:58,173 - Train: 33.29% [416400/1251000] [332.9/1000.0] [batch_t 0.460 (0.438)] [data_t 0.015] [optim_t 0.445] [lr 0.002259] [CE 4.152 (4.217)] [KD 3.211 (3.346)] +2024-10-17 03:27:19,382 - Train: 33.29% [416450/1251000] [332.9/1000.0] [batch_t 0.367 (0.424)] [data_t 0.015] [optim_t 0.352] [lr 0.002259] [CE 4.535 (4.253)] [KD 3.609 (3.369)] +2024-10-17 03:27:40,434 - Train: 33.29% [416500/1251000] [332.9/1000.0] [batch_t 0.361 (0.421)] [data_t 0.016] [optim_t 0.346] [lr 0.002259] [CE 4.125 (4.244)] [KD 3.398 (3.370)] +2024-10-17 03:28:01,854 - Train: 33.30% [416550/1251000] [333.0/1000.0] [batch_t 0.427 (0.428)] [data_t 0.015] [optim_t 0.411] [lr 0.002259] [CE 3.927 (4.265)] [KD 3.276 (3.378)] +2024-10-17 03:28:36,035 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 37573] [top5_cnt 46455] [top_all 50000] +2024-10-17 03:28:36,035 - net: 75.146 (92.910) +2024-10-17 03:28:58,032 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 40053] [top5_cnt 47556] [top_all 50000] +2024-10-17 03:28:58,032 - net_E: 80.106 (95.112) +2024-10-17 03:28:58,183 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 03:28:58,183 - ==> Total time: 2 days, 3:47:06 Eta: 4 days, 7:43:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 03:29:10,825 - Train: 33.30% [416600/1251000] [333.0/1000.0] [batch_t 0.364 (0.655)] [data_t 0.016] [optim_t 0.348] [lr 0.002259] [CE 4.054 (4.175)] [KD 3.254 (3.371)] +2024-10-17 03:29:31,729 - Train: 33.31% [416650/1251000] [333.1/1000.0] [batch_t 0.403 (0.418)] [data_t 0.055] [optim_t 0.349] [lr 0.002259] [CE 4.366 (4.234)] [KD 3.200 (3.357)] +2024-10-17 03:29:54,658 - Train: 33.31% [416700/1251000] [333.1/1000.0] [batch_t 0.564 (0.458)] [data_t 0.015] [optim_t 0.548] [lr 0.002258] [CE 3.649 (4.200)] [KD 2.999 (3.297)] +2024-10-17 03:30:15,693 - Train: 33.31% [416750/1251000] [333.1/1000.0] [batch_t 0.443 (0.421)] [data_t 0.016] [optim_t 0.427] [lr 0.002258] [CE 3.904 (4.277)] [KD 2.986 (3.308)] +2024-10-17 03:30:35,995 - Train: 33.32% [416800/1251000] [333.2/1000.0] [batch_t 0.425 (0.406)] [data_t 0.015] [optim_t 0.410] [lr 0.002258] [CE 4.219 (4.274)] [KD 3.145 (3.276)] +2024-10-17 03:30:57,380 - Train: 33.32% [416850/1251000] [333.2/1000.0] [batch_t 0.449 (0.428)] [data_t 0.015] [optim_t 0.434] [lr 0.002258] [CE 4.206 (4.236)] [KD 3.470 (3.301)] +2024-10-17 03:31:19,103 - Train: 33.33% [416900/1251000] [333.3/1000.0] [batch_t 0.416 (0.434)] [data_t 0.015] [optim_t 0.400] [lr 0.002258] [CE 4.400 (4.216)] [KD 3.477 (3.351)] +2024-10-17 03:31:40,828 - Train: 33.33% [416950/1251000] [333.3/1000.0] [batch_t 0.452 (0.434)] [data_t 0.016] [optim_t 0.436] [lr 0.002258] [CE 4.184 (4.244)] [KD 3.377 (3.342)] +2024-10-17 03:32:02,139 - Train: 33.33% [417000/1251000] [333.3/1000.0] [batch_t 0.452 (0.426)] [data_t 0.015] [optim_t 0.437] [lr 0.002258] [CE 4.107 (4.204)] [KD 3.208 (3.261)] +2024-10-17 03:32:24,651 - Train: 33.34% [417050/1251000] [333.4/1000.0] [batch_t 0.362 (0.450)] [data_t 0.015] [optim_t 0.347] [lr 0.002257] [CE 3.977 (4.336)] [KD 3.191 (3.382)] +2024-10-17 03:32:45,088 - Train: 33.34% [417100/1251000] [333.4/1000.0] [batch_t 0.378 (0.409)] [data_t 0.015] [optim_t 0.363] [lr 0.002257] [CE 4.425 (4.223)] [KD 3.407 (3.312)] +2024-10-17 03:33:06,355 - Train: 33.35% [417150/1251000] [333.5/1000.0] [batch_t 0.360 (0.425)] [data_t 0.016] [optim_t 0.344] [lr 0.002257] [CE 3.936 (4.195)] [KD 3.068 (3.323)] +2024-10-17 03:33:27,996 - Train: 33.35% [417200/1251000] [333.5/1000.0] [batch_t 0.470 (0.433)] [data_t 0.015] [optim_t 0.455] [lr 0.002257] [CE 4.360 (4.292)] [KD 3.570 (3.389)] +2024-10-17 03:33:50,031 - Train: 33.35% [417250/1251000] [333.5/1000.0] [batch_t 0.487 (0.441)] [data_t 0.015] [optim_t 0.471] [lr 0.002257] [CE 4.402 (4.200)] [KD 3.383 (3.340)] +2024-10-17 03:34:11,443 - Train: 33.36% [417300/1251000] [333.6/1000.0] [batch_t 0.412 (0.428)] [data_t 0.015] [optim_t 0.396] [lr 0.002257] [CE 4.199 (4.297)] [KD 3.223 (3.394)] +2024-10-17 03:34:32,135 - Train: 33.36% [417350/1251000] [333.6/1000.0] [batch_t 0.370 (0.414)] [data_t 0.015] [optim_t 0.355] [lr 0.002256] [CE 4.357 (4.182)] [KD 3.365 (3.242)] +2024-10-17 03:34:52,927 - Train: 33.37% [417400/1251000] [333.7/1000.0] [batch_t 0.411 (0.416)] [data_t 0.015] [optim_t 0.395] [lr 0.002256] [CE 4.215 (4.247)] [KD 3.304 (3.334)] +2024-10-17 03:35:14,753 - Train: 33.37% [417450/1251000] [333.7/1000.0] [batch_t 0.388 (0.436)] [data_t 0.045] [optim_t 0.343] [lr 0.002256] [CE 4.384 (4.220)] [KD 3.375 (3.369)] +2024-10-17 03:35:36,086 - Train: 33.37% [417500/1251000] [333.7/1000.0] [batch_t 0.414 (0.427)] [data_t 0.067] [optim_t 0.347] [lr 0.002256] [CE 4.572 (4.163)] [KD 3.660 (3.257)] +2024-10-17 03:35:57,480 - Train: 33.38% [417550/1251000] [333.8/1000.0] [batch_t 0.493 (0.428)] [data_t 0.146] [optim_t 0.347] [lr 0.002256] [CE 4.316 (4.240)] [KD 3.382 (3.304)] +2024-10-17 03:36:18,694 - Train: 33.38% [417600/1251000] [333.8/1000.0] [batch_t 0.433 (0.424)] [data_t 0.082] [optim_t 0.351] [lr 0.002256] [CE 3.986 (4.319)] [KD 3.223 (3.359)] +2024-10-17 03:36:40,201 - Train: 33.39% [417650/1251000] [333.9/1000.0] [batch_t 0.372 (0.430)] [data_t 0.020] [optim_t 0.352] [lr 0.002255] [CE 4.260 (4.217)] [KD 3.129 (3.335)] +2024-10-17 03:37:01,644 - Train: 33.39% [417700/1251000] [333.9/1000.0] [batch_t 0.428 (0.429)] [data_t 0.078] [optim_t 0.350] [lr 0.002255] [CE 3.838 (4.231)] [KD 3.283 (3.386)] +2024-10-17 03:37:23,003 - Train: 33.39% [417750/1251000] [333.9/1000.0] [batch_t 0.507 (0.427)] [data_t 0.159] [optim_t 0.347] [lr 0.002255] [CE 4.307 (4.264)] [KD 3.163 (3.331)] +2024-10-17 03:37:44,709 - Train: 33.40% [417800/1251000] [334.0/1000.0] [batch_t 0.509 (0.434)] [data_t 0.113] [optim_t 0.395] [lr 0.002255] [CE 3.967 (4.250)] [KD 3.159 (3.331)] +2024-10-17 03:38:23,480 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.489)] [top1_cnt 38078] [top5_cnt 46655] [top_all 50000] +2024-10-17 03:38:23,480 - net: 76.156 (93.310) +2024-10-17 03:38:45,766 - Test (net_E): 100.00% [50/50] [batch_t 0.153 (0.437)] [top1_cnt 40054] [top5_cnt 47566] [top_all 50000] +2024-10-17 03:38:45,766 - net_E: 80.108 (95.132) +2024-10-17 03:38:45,931 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 03:38:45,931 - ==> Total time: 2 days, 3:56:54 Eta: 4 days, 7:35:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 03:38:58,444 - Train: 33.40% [417850/1251000] [334.0/1000.0] [batch_t 0.363 (0.661)] [data_t 0.015] [optim_t 0.347] [lr 0.002255] [CE 4.110 (4.238)] [KD 3.191 (3.217)] +2024-10-17 03:39:20,638 - Train: 33.41% [417900/1251000] [334.1/1000.0] [batch_t 0.453 (0.444)] [data_t 0.016] [optim_t 0.438] [lr 0.002255] [CE 3.966 (4.205)] [KD 3.270 (3.266)] +2024-10-17 03:39:42,736 - Train: 33.41% [417950/1251000] [334.1/1000.0] [batch_t 0.360 (0.442)] [data_t 0.015] [optim_t 0.344] [lr 0.002254] [CE 3.761 (4.214)] [KD 3.194 (3.286)] +2024-10-17 03:40:05,052 - Train: 33.41% [418000/1251000] [334.1/1000.0] [batch_t 0.423 (0.446)] [data_t 0.015] [optim_t 0.408] [lr 0.002254] [CE 3.836 (4.232)] [KD 3.224 (3.305)] +2024-10-17 03:40:27,139 - Train: 33.42% [418050/1251000] [334.2/1000.0] [batch_t 0.417 (0.442)] [data_t 0.016] [optim_t 0.401] [lr 0.002254] [CE 4.546 (4.209)] [KD 3.305 (3.325)] +2024-10-17 03:40:49,303 - Train: 33.42% [418100/1251000] [334.2/1000.0] [batch_t 0.516 (0.443)] [data_t 0.015] [optim_t 0.501] [lr 0.002254] [CE 4.135 (4.215)] [KD 3.334 (3.324)] +2024-10-17 03:41:11,707 - Train: 33.43% [418150/1251000] [334.3/1000.0] [batch_t 0.553 (0.448)] [data_t 0.015] [optim_t 0.537] [lr 0.002254] [CE 4.304 (4.285)] [KD 3.290 (3.334)] +2024-10-17 03:41:33,228 - Train: 33.43% [418200/1251000] [334.3/1000.0] [batch_t 0.455 (0.430)] [data_t 0.015] [optim_t 0.440] [lr 0.002254] [CE 4.405 (4.310)] [KD 3.155 (3.385)] +2024-10-17 03:41:54,171 - Train: 33.43% [418250/1251000] [334.3/1000.0] [batch_t 0.391 (0.419)] [data_t 0.015] [optim_t 0.376] [lr 0.002253] [CE 4.295 (4.222)] [KD 3.414 (3.307)] +2024-10-17 03:42:16,548 - Train: 33.44% [418300/1251000] [334.4/1000.0] [batch_t 0.439 (0.447)] [data_t 0.097] [optim_t 0.342] [lr 0.002253] [CE 4.343 (4.171)] [KD 3.414 (3.316)] +2024-10-17 03:42:38,508 - Train: 33.44% [418350/1251000] [334.4/1000.0] [batch_t 0.419 (0.439)] [data_t 0.078] [optim_t 0.341] [lr 0.002253] [CE 4.046 (4.206)] [KD 3.272 (3.340)] +2024-10-17 03:43:00,348 - Train: 33.45% [418400/1251000] [334.5/1000.0] [batch_t 0.444 (0.437)] [data_t 0.103] [optim_t 0.341] [lr 0.002253] [CE 4.813 (4.307)] [KD 3.736 (3.318)] +2024-10-17 03:43:21,661 - Train: 33.45% [418450/1251000] [334.5/1000.0] [batch_t 0.483 (0.426)] [data_t 0.141] [optim_t 0.342] [lr 0.002253] [CE 4.138 (4.191)] [KD 3.342 (3.310)] +2024-10-17 03:43:43,899 - Train: 33.45% [418500/1251000] [334.5/1000.0] [batch_t 0.498 (0.445)] [data_t 0.154] [optim_t 0.343] [lr 0.002253] [CE 4.519 (4.250)] [KD 3.381 (3.301)] +2024-10-17 03:44:06,337 - Train: 33.46% [418550/1251000] [334.6/1000.0] [batch_t 0.370 (0.449)] [data_t 0.027] [optim_t 0.342] [lr 0.002252] [CE 4.716 (4.217)] [KD 3.380 (3.333)] +2024-10-17 03:44:28,305 - Train: 33.46% [418600/1251000] [334.6/1000.0] [batch_t 0.419 (0.439)] [data_t 0.076] [optim_t 0.343] [lr 0.002252] [CE 3.613 (4.281)] [KD 3.129 (3.285)] +2024-10-17 03:44:49,725 - Train: 33.47% [418650/1251000] [334.7/1000.0] [batch_t 0.395 (0.428)] [data_t 0.052] [optim_t 0.343] [lr 0.002252] [CE 4.093 (4.188)] [KD 3.263 (3.268)] +2024-10-17 03:45:10,933 - Train: 33.47% [418700/1251000] [334.7/1000.0] [batch_t 0.389 (0.424)] [data_t 0.045] [optim_t 0.343] [lr 0.002252] [CE 3.881 (4.248)] [KD 3.258 (3.364)] +2024-10-17 03:45:32,398 - Train: 33.47% [418750/1251000] [334.7/1000.0] [batch_t 0.362 (0.429)] [data_t 0.016] [optim_t 0.346] [lr 0.002252] [CE 4.234 (4.292)] [KD 3.276 (3.373)] +2024-10-17 03:45:54,063 - Train: 33.48% [418800/1251000] [334.8/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.002252] [CE 4.518 (4.189)] [KD 3.309 (3.342)] +2024-10-17 03:46:15,616 - Train: 33.48% [418850/1251000] [334.8/1000.0] [batch_t 0.608 (0.431)] [data_t 0.015] [optim_t 0.592] [lr 0.002252] [CE 4.589 (4.281)] [KD 3.379 (3.379)] +2024-10-17 03:46:37,012 - Train: 33.49% [418900/1251000] [334.9/1000.0] [batch_t 0.500 (0.428)] [data_t 0.015] [optim_t 0.484] [lr 0.002251] [CE 4.113 (4.258)] [KD 3.051 (3.351)] +2024-10-17 03:46:58,421 - Train: 33.49% [418950/1251000] [334.9/1000.0] [batch_t 0.431 (0.428)] [data_t 0.015] [optim_t 0.415] [lr 0.002251] [CE 4.064 (4.256)] [KD 3.222 (3.318)] +2024-10-17 03:47:20,702 - Train: 33.49% [419000/1251000] [334.9/1000.0] [batch_t 0.456 (0.446)] [data_t 0.015] [optim_t 0.440] [lr 0.002251] [CE 3.815 (4.221)] [KD 3.249 (3.314)] +2024-10-17 03:47:42,881 - Train: 33.50% [419050/1251000] [335.0/1000.0] [batch_t 0.472 (0.443)] [data_t 0.015] [optim_t 0.456] [lr 0.002251] [CE 3.797 (4.202)] [KD 3.332 (3.355)] +2024-10-17 03:48:18,488 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 37909] [top5_cnt 46523] [top_all 50000] +2024-10-17 03:48:18,489 - net: 75.818 (93.046) +2024-10-17 03:48:39,874 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40057] [top5_cnt 47564] [top_all 50000] +2024-10-17 03:48:39,874 - net_E: 80.114 (95.128) +2024-10-17 03:48:40,024 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 03:48:40,024 - ==> Total time: 2 days, 4:06:48 Eta: 4 days, 7:26:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 03:48:52,010 - Train: 33.50% [419100/1251000] [335.0/1000.0] [batch_t 0.362 (0.694)] [data_t 0.015] [optim_t 0.347] [lr 0.002251] [CE 4.257 (4.298)] [KD 3.521 (3.318)] +2024-10-17 03:49:12,757 - Train: 33.51% [419150/1251000] [335.1/1000.0] [batch_t 0.418 (0.415)] [data_t 0.074] [optim_t 0.344] [lr 0.002251] [CE 4.740 (4.217)] [KD 3.283 (3.280)] +2024-10-17 03:49:34,454 - Train: 33.51% [419200/1251000] [335.1/1000.0] [batch_t 0.359 (0.434)] [data_t 0.015] [optim_t 0.343] [lr 0.002250] [CE 4.353 (4.205)] [KD 3.333 (3.289)] +2024-10-17 03:49:56,354 - Train: 33.51% [419250/1251000] [335.1/1000.0] [batch_t 0.517 (0.438)] [data_t 0.171] [optim_t 0.347] [lr 0.002250] [CE 4.286 (4.204)] [KD 3.375 (3.285)] +2024-10-17 03:50:18,324 - Train: 33.52% [419300/1251000] [335.2/1000.0] [batch_t 0.454 (0.439)] [data_t 0.016] [optim_t 0.438] [lr 0.002250] [CE 3.954 (4.292)] [KD 3.149 (3.311)] +2024-10-17 03:50:40,649 - Train: 33.52% [419350/1251000] [335.2/1000.0] [batch_t 0.434 (0.446)] [data_t 0.015] [optim_t 0.418] [lr 0.002250] [CE 4.542 (4.285)] [KD 3.486 (3.294)] +2024-10-17 03:51:01,989 - Train: 33.53% [419400/1251000] [335.3/1000.0] [batch_t 0.360 (0.427)] [data_t 0.016] [optim_t 0.344] [lr 0.002250] [CE 4.165 (4.161)] [KD 3.414 (3.280)] +2024-10-17 03:51:23,874 - Train: 33.53% [419450/1251000] [335.3/1000.0] [batch_t 0.453 (0.438)] [data_t 0.015] [optim_t 0.437] [lr 0.002250] [CE 3.657 (4.207)] [KD 3.198 (3.334)] +2024-10-17 03:51:45,632 - Train: 33.53% [419500/1251000] [335.3/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.348] [lr 0.002249] [CE 4.116 (4.216)] [KD 3.340 (3.349)] +2024-10-17 03:52:07,056 - Train: 33.54% [419550/1251000] [335.4/1000.0] [batch_t 0.500 (0.428)] [data_t 0.016] [optim_t 0.485] [lr 0.002249] [CE 4.214 (4.211)] [KD 3.200 (3.333)] +2024-10-17 03:52:29,512 - Train: 33.54% [419600/1251000] [335.4/1000.0] [batch_t 0.418 (0.449)] [data_t 0.016] [optim_t 0.402] [lr 0.002249] [CE 4.249 (4.182)] [KD 3.337 (3.321)] +2024-10-17 03:52:51,565 - Train: 33.55% [419650/1251000] [335.5/1000.0] [batch_t 0.410 (0.441)] [data_t 0.015] [optim_t 0.395] [lr 0.002249] [CE 4.221 (4.275)] [KD 3.207 (3.392)] +2024-10-17 03:53:13,545 - Train: 33.55% [419700/1251000] [335.5/1000.0] [batch_t 0.384 (0.439)] [data_t 0.015] [optim_t 0.369] [lr 0.002249] [CE 3.975 (4.222)] [KD 3.148 (3.293)] +2024-10-17 03:53:35,438 - Train: 33.55% [419750/1251000] [335.5/1000.0] [batch_t 0.431 (0.438)] [data_t 0.015] [optim_t 0.416] [lr 0.002249] [CE 4.281 (4.291)] [KD 3.243 (3.369)] +2024-10-17 03:53:57,341 - Train: 33.56% [419800/1251000] [335.6/1000.0] [batch_t 0.363 (0.438)] [data_t 0.015] [optim_t 0.348] [lr 0.002248] [CE 4.607 (4.210)] [KD 3.446 (3.273)] +2024-10-17 03:54:18,815 - Train: 33.56% [419850/1251000] [335.6/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.347] [lr 0.002248] [CE 4.211 (4.157)] [KD 3.197 (3.220)] +2024-10-17 03:54:40,079 - Train: 33.57% [419900/1251000] [335.7/1000.0] [batch_t 0.442 (0.425)] [data_t 0.015] [optim_t 0.427] [lr 0.002248] [CE 4.679 (4.227)] [KD 3.647 (3.289)] +2024-10-17 03:55:01,545 - Train: 33.57% [419950/1251000] [335.7/1000.0] [batch_t 0.439 (0.429)] [data_t 0.015] [optim_t 0.424] [lr 0.002248] [CE 4.300 (4.200)] [KD 3.322 (3.321)] +2024-10-17 03:55:23,244 - Train: 33.57% [420000/1251000] [335.7/1000.0] [batch_t 0.361 (0.434)] [data_t 0.015] [optim_t 0.346] [lr 0.002248] [CE 3.956 (4.230)] [KD 3.259 (3.329)] +2024-10-17 03:55:44,553 - Train: 33.58% [420050/1251000] [335.8/1000.0] [batch_t 0.393 (0.426)] [data_t 0.016] [optim_t 0.378] [lr 0.002248] [CE 3.847 (4.262)] [KD 3.323 (3.370)] +2024-10-17 03:56:05,783 - Train: 33.58% [420100/1251000] [335.8/1000.0] [batch_t 0.383 (0.424)] [data_t 0.016] [optim_t 0.367] [lr 0.002247] [CE 3.525 (4.207)] [KD 3.033 (3.299)] +2024-10-17 03:56:27,196 - Train: 33.59% [420150/1251000] [335.9/1000.0] [batch_t 0.363 (0.428)] [data_t 0.015] [optim_t 0.348] [lr 0.002247] [CE 4.423 (4.243)] [KD 3.369 (3.386)] +2024-10-17 03:56:48,732 - Train: 33.59% [420200/1251000] [335.9/1000.0] [batch_t 0.487 (0.431)] [data_t 0.015] [optim_t 0.472] [lr 0.002247] [CE 4.252 (4.202)] [KD 3.303 (3.345)] +2024-10-17 03:57:10,680 - Train: 33.59% [420250/1251000] [335.9/1000.0] [batch_t 0.445 (0.439)] [data_t 0.015] [optim_t 0.430] [lr 0.002247] [CE 4.392 (4.158)] [KD 3.323 (3.313)] +2024-10-17 03:57:31,981 - Train: 33.60% [420300/1251000] [336.0/1000.0] [batch_t 0.486 (0.426)] [data_t 0.015] [optim_t 0.471] [lr 0.002247] [CE 3.573 (4.285)] [KD 3.106 (3.392)] +2024-10-17 03:58:08,532 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 37690] [top5_cnt 46526] [top_all 50000] +2024-10-17 03:58:08,532 - net: 75.380 (93.052) +2024-10-17 03:58:29,387 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 40055] [top5_cnt 47554] [top_all 50000] +2024-10-17 03:58:29,388 - net_E: 80.110 (95.108) +2024-10-17 03:58:29,534 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 03:58:29,534 - ==> Total time: 2 days, 4:16:38 Eta: 4 days, 7:18:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 03:58:41,207 - Train: 33.60% [420350/1251000] [336.0/1000.0] [batch_t 0.358 (0.731)] [data_t 0.015] [optim_t 0.343] [lr 0.002247] [CE 4.119 (4.230)] [KD 3.190 (3.389)] +2024-10-17 03:59:01,866 - Train: 33.61% [420400/1251000] [336.1/1000.0] [batch_t 0.501 (0.413)] [data_t 0.015] [optim_t 0.486] [lr 0.002246] [CE 4.019 (4.172)] [KD 3.088 (3.256)] +2024-10-17 03:59:23,310 - Train: 33.61% [420450/1251000] [336.1/1000.0] [batch_t 0.489 (0.429)] [data_t 0.015] [optim_t 0.474] [lr 0.002246] [CE 3.668 (4.261)] [KD 3.199 (3.373)] +2024-10-17 03:59:45,376 - Train: 33.61% [420500/1251000] [336.1/1000.0] [batch_t 0.360 (0.441)] [data_t 0.015] [optim_t 0.345] [lr 0.002246] [CE 4.234 (4.197)] [KD 3.095 (3.247)] +2024-10-17 04:00:07,195 - Train: 33.62% [420550/1251000] [336.2/1000.0] [batch_t 0.428 (0.436)] [data_t 0.015] [optim_t 0.413] [lr 0.002246] [CE 4.166 (4.263)] [KD 3.286 (3.368)] +2024-10-17 04:00:28,984 - Train: 33.62% [420600/1251000] [336.2/1000.0] [batch_t 0.475 (0.436)] [data_t 0.015] [optim_t 0.460] [lr 0.002246] [CE 4.563 (4.245)] [KD 3.365 (3.310)] +2024-10-17 04:00:50,787 - Train: 33.63% [420650/1251000] [336.3/1000.0] [batch_t 0.477 (0.436)] [data_t 0.015] [optim_t 0.462] [lr 0.002246] [CE 4.253 (4.165)] [KD 3.283 (3.298)] +2024-10-17 04:01:12,666 - Train: 33.63% [420700/1251000] [336.3/1000.0] [batch_t 0.415 (0.437)] [data_t 0.015] [optim_t 0.399] [lr 0.002246] [CE 4.592 (4.209)] [KD 3.483 (3.302)] +2024-10-17 04:01:34,760 - Train: 33.63% [420750/1251000] [336.3/1000.0] [batch_t 0.427 (0.442)] [data_t 0.015] [optim_t 0.412] [lr 0.002245] [CE 4.697 (4.268)] [KD 3.604 (3.343)] +2024-10-17 04:01:55,801 - Train: 33.64% [420800/1251000] [336.4/1000.0] [batch_t 0.364 (0.421)] [data_t 0.015] [optim_t 0.348] [lr 0.002245] [CE 4.497 (4.251)] [KD 3.346 (3.337)] +2024-10-17 04:02:16,642 - Train: 33.64% [420850/1251000] [336.4/1000.0] [batch_t 0.361 (0.417)] [data_t 0.015] [optim_t 0.346] [lr 0.002245] [CE 4.155 (4.179)] [KD 3.408 (3.340)] +2024-10-17 04:02:37,643 - Train: 33.65% [420900/1251000] [336.5/1000.0] [batch_t 0.465 (0.420)] [data_t 0.015] [optim_t 0.449] [lr 0.002245] [CE 3.883 (4.200)] [KD 3.070 (3.292)] +2024-10-17 04:02:59,146 - Train: 33.65% [420950/1251000] [336.5/1000.0] [batch_t 0.471 (0.430)] [data_t 0.016] [optim_t 0.455] [lr 0.002245] [CE 4.166 (4.201)] [KD 3.301 (3.312)] +2024-10-17 04:03:20,743 - Train: 33.65% [421000/1251000] [336.5/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.348] [lr 0.002245] [CE 4.179 (4.204)] [KD 3.296 (3.348)] +2024-10-17 04:03:42,302 - Train: 33.66% [421050/1251000] [336.6/1000.0] [batch_t 0.416 (0.431)] [data_t 0.015] [optim_t 0.401] [lr 0.002244] [CE 3.801 (4.217)] [KD 3.016 (3.332)] +2024-10-17 04:04:03,683 - Train: 33.66% [421100/1251000] [336.6/1000.0] [batch_t 0.363 (0.428)] [data_t 0.015] [optim_t 0.348] [lr 0.002244] [CE 3.958 (4.254)] [KD 3.184 (3.338)] +2024-10-17 04:04:25,550 - Train: 33.67% [421150/1251000] [336.7/1000.0] [batch_t 0.495 (0.437)] [data_t 0.016] [optim_t 0.479] [lr 0.002244] [CE 3.820 (4.213)] [KD 2.995 (3.316)] +2024-10-17 04:04:47,808 - Train: 33.67% [421200/1251000] [336.7/1000.0] [batch_t 0.360 (0.445)] [data_t 0.015] [optim_t 0.345] [lr 0.002244] [CE 4.256 (4.190)] [KD 3.126 (3.360)] +2024-10-17 04:05:08,891 - Train: 33.67% [421250/1251000] [336.7/1000.0] [batch_t 0.470 (0.422)] [data_t 0.015] [optim_t 0.455] [lr 0.002244] [CE 4.551 (4.256)] [KD 3.640 (3.380)] +2024-10-17 04:05:30,267 - Train: 33.68% [421300/1251000] [336.8/1000.0] [batch_t 0.475 (0.427)] [data_t 0.016] [optim_t 0.459] [lr 0.002244] [CE 3.996 (4.262)] [KD 3.254 (3.371)] +2024-10-17 04:05:53,045 - Train: 33.68% [421350/1251000] [336.8/1000.0] [batch_t 0.362 (0.455)] [data_t 0.015] [optim_t 0.347] [lr 0.002243] [CE 4.201 (4.184)] [KD 3.346 (3.310)] +2024-10-17 04:06:15,030 - Train: 33.69% [421400/1251000] [336.9/1000.0] [batch_t 0.444 (0.440)] [data_t 0.016] [optim_t 0.429] [lr 0.002243] [CE 4.266 (4.158)] [KD 3.370 (3.272)] +2024-10-17 04:06:37,310 - Train: 33.69% [421450/1251000] [336.9/1000.0] [batch_t 0.431 (0.445)] [data_t 0.015] [optim_t 0.416] [lr 0.002243] [CE 4.504 (4.252)] [KD 3.567 (3.310)] +2024-10-17 04:06:59,607 - Train: 33.69% [421500/1251000] [336.9/1000.0] [batch_t 0.441 (0.446)] [data_t 0.015] [optim_t 0.426] [lr 0.002243] [CE 4.175 (4.237)] [KD 3.119 (3.310)] +2024-10-17 04:07:21,714 - Train: 33.70% [421550/1251000] [337.0/1000.0] [batch_t 0.389 (0.442)] [data_t 0.016] [optim_t 0.374] [lr 0.002243] [CE 4.459 (4.232)] [KD 3.250 (3.331)] +2024-10-17 04:07:58,442 - Test (net): 100.00% [50/50] [batch_t 0.139 (0.428)] [top1_cnt 37949] [top5_cnt 46515] [top_all 50000] +2024-10-17 04:07:58,442 - net: 75.898 (93.030) +2024-10-17 04:08:19,802 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.421)] [top1_cnt 40061] [top5_cnt 47568] [top_all 50000] +2024-10-17 04:08:19,802 - net_E: 80.122 (95.136) +2024-10-17 04:08:19,962 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 04:08:19,963 - ==> Total time: 2 days, 4:26:28 Eta: 4 days, 7:10:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 04:08:31,307 - Train: 33.70% [421600/1251000] [337.0/1000.0] [batch_t 0.361 (0.772)] [data_t 0.015] [optim_t 0.346] [lr 0.002243] [CE 4.078 (4.174)] [KD 3.333 (3.354)] +2024-10-17 04:08:51,280 - Train: 33.71% [421650/1251000] [337.1/1000.0] [batch_t 0.358 (0.399)] [data_t 0.015] [optim_t 0.343] [lr 0.002242] [CE 4.330 (4.268)] [KD 3.320 (3.390)] +2024-10-17 04:09:13,384 - Train: 33.71% [421700/1251000] [337.1/1000.0] [batch_t 0.491 (0.442)] [data_t 0.015] [optim_t 0.476] [lr 0.002242] [CE 3.913 (4.239)] [KD 3.306 (3.269)] +2024-10-17 04:09:34,804 - Train: 33.71% [421750/1251000] [337.1/1000.0] [batch_t 0.412 (0.428)] [data_t 0.015] [optim_t 0.396] [lr 0.002242] [CE 4.062 (4.244)] [KD 3.309 (3.343)] +2024-10-17 04:09:56,341 - Train: 33.72% [421800/1251000] [337.2/1000.0] [batch_t 0.440 (0.431)] [data_t 0.015] [optim_t 0.425] [lr 0.002242] [CE 3.850 (4.191)] [KD 3.141 (3.357)] +2024-10-17 04:10:17,814 - Train: 33.72% [421850/1251000] [337.2/1000.0] [batch_t 0.367 (0.429)] [data_t 0.015] [optim_t 0.351] [lr 0.002242] [CE 4.058 (4.222)] [KD 3.128 (3.341)] +2024-10-17 04:10:38,983 - Train: 33.73% [421900/1251000] [337.3/1000.0] [batch_t 0.431 (0.423)] [data_t 0.015] [optim_t 0.415] [lr 0.002242] [CE 4.347 (4.208)] [KD 3.415 (3.279)] +2024-10-17 04:11:00,513 - Train: 33.73% [421950/1251000] [337.3/1000.0] [batch_t 0.475 (0.431)] [data_t 0.015] [optim_t 0.460] [lr 0.002241] [CE 4.362 (4.266)] [KD 3.408 (3.334)] +2024-10-17 04:11:21,763 - Train: 33.73% [422000/1251000] [337.3/1000.0] [batch_t 0.429 (0.425)] [data_t 0.015] [optim_t 0.413] [lr 0.002241] [CE 4.249 (4.211)] [KD 3.372 (3.286)] +2024-10-17 04:11:43,744 - Train: 33.74% [422050/1251000] [337.4/1000.0] [batch_t 0.488 (0.440)] [data_t 0.136] [optim_t 0.352] [lr 0.002241] [CE 4.358 (4.174)] [KD 3.281 (3.286)] +2024-10-17 04:12:05,460 - Train: 33.74% [422100/1251000] [337.4/1000.0] [batch_t 0.397 (0.434)] [data_t 0.054] [optim_t 0.343] [lr 0.002241] [CE 3.983 (4.263)] [KD 3.186 (3.315)] +2024-10-17 04:12:27,161 - Train: 33.75% [422150/1251000] [337.5/1000.0] [batch_t 0.542 (0.434)] [data_t 0.199] [optim_t 0.343] [lr 0.002241] [CE 4.306 (4.214)] [KD 3.519 (3.320)] +2024-10-17 04:12:48,814 - Train: 33.75% [422200/1251000] [337.5/1000.0] [batch_t 0.361 (0.433)] [data_t 0.016] [optim_t 0.345] [lr 0.002241] [CE 3.544 (4.221)] [KD 3.222 (3.323)] +2024-10-17 04:13:10,535 - Train: 33.75% [422250/1251000] [337.5/1000.0] [batch_t 0.447 (0.434)] [data_t 0.094] [optim_t 0.353] [lr 0.002240] [CE 4.287 (4.230)] [KD 3.571 (3.349)] +2024-10-17 04:13:32,002 - Train: 33.76% [422300/1251000] [337.6/1000.0] [batch_t 0.437 (0.429)] [data_t 0.092] [optim_t 0.345] [lr 0.002240] [CE 4.314 (4.202)] [KD 3.482 (3.349)] +2024-10-17 04:13:53,100 - Train: 33.76% [422350/1251000] [337.6/1000.0] [batch_t 0.427 (0.422)] [data_t 0.082] [optim_t 0.344] [lr 0.002240] [CE 4.404 (4.256)] [KD 3.422 (3.359)] +2024-10-17 04:14:15,714 - Train: 33.76% [422400/1251000] [337.6/1000.0] [batch_t 0.756 (0.452)] [data_t 0.015] [optim_t 0.741] [lr 0.002240] [CE 3.952 (4.195)] [KD 3.216 (3.321)] +2024-10-17 04:14:37,057 - Train: 33.77% [422450/1251000] [337.7/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.002240] [CE 3.790 (4.218)] [KD 3.088 (3.330)] +2024-10-17 04:14:58,795 - Train: 33.77% [422500/1251000] [337.7/1000.0] [batch_t 0.448 (0.435)] [data_t 0.015] [optim_t 0.433] [lr 0.002240] [CE 4.315 (4.216)] [KD 3.343 (3.330)] +2024-10-17 04:15:20,594 - Train: 33.78% [422550/1251000] [337.8/1000.0] [batch_t 0.449 (0.436)] [data_t 0.016] [optim_t 0.434] [lr 0.002240] [CE 4.388 (4.262)] [KD 3.321 (3.379)] +2024-10-17 04:15:42,582 - Train: 33.78% [422600/1251000] [337.8/1000.0] [batch_t 0.418 (0.440)] [data_t 0.015] [optim_t 0.402] [lr 0.002239] [CE 4.402 (4.207)] [KD 3.406 (3.301)] +2024-10-17 04:16:04,741 - Train: 33.78% [422650/1251000] [337.8/1000.0] [batch_t 0.417 (0.443)] [data_t 0.015] [optim_t 0.402] [lr 0.002239] [CE 3.875 (4.167)] [KD 3.218 (3.243)] +2024-10-17 04:16:26,759 - Train: 33.79% [422700/1251000] [337.9/1000.0] [batch_t 0.470 (0.440)] [data_t 0.016] [optim_t 0.455] [lr 0.002239] [CE 3.849 (4.221)] [KD 3.128 (3.356)] +2024-10-17 04:16:48,584 - Train: 33.79% [422750/1251000] [337.9/1000.0] [batch_t 0.448 (0.436)] [data_t 0.015] [optim_t 0.433] [lr 0.002239] [CE 4.602 (4.258)] [KD 3.413 (3.318)] +2024-10-17 04:17:10,216 - Train: 33.80% [422800/1251000] [338.0/1000.0] [batch_t 0.469 (0.433)] [data_t 0.015] [optim_t 0.453] [lr 0.002239] [CE 4.787 (4.236)] [KD 3.556 (3.358)] +2024-10-17 04:17:47,430 - Test (net): 100.00% [50/50] [batch_t 0.132 (0.428)] [top1_cnt 37891] [top5_cnt 46566] [top_all 50000] +2024-10-17 04:17:47,430 - net: 75.782 (93.132) +2024-10-17 04:18:08,619 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.416)] [top1_cnt 40034] [top5_cnt 47547] [top_all 50000] +2024-10-17 04:18:08,620 - net_E: 80.068 (95.094) +2024-10-17 04:18:08,817 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 04:18:08,817 - ==> Total time: 2 days, 4:36:17 Eta: 4 days, 7:01:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 04:18:19,933 - Train: 33.80% [422850/1251000] [338.0/1000.0] [batch_t 0.361 (0.783)] [data_t 0.015] [optim_t 0.346] [lr 0.002239] [CE 3.776 (4.270)] [KD 3.191 (3.353)] +2024-10-17 04:18:39,513 - Train: 33.80% [422900/1251000] [338.0/1000.0] [batch_t 0.442 (0.391)] [data_t 0.015] [optim_t 0.427] [lr 0.002238] [CE 4.348 (4.197)] [KD 3.225 (3.294)] +2024-10-17 04:19:00,766 - Train: 33.81% [422950/1251000] [338.1/1000.0] [batch_t 0.498 (0.425)] [data_t 0.015] [optim_t 0.483] [lr 0.002238] [CE 4.052 (4.215)] [KD 3.300 (3.325)] +2024-10-17 04:19:22,047 - Train: 33.81% [423000/1251000] [338.1/1000.0] [batch_t 0.394 (0.426)] [data_t 0.015] [optim_t 0.379] [lr 0.002238] [CE 4.104 (4.265)] [KD 3.179 (3.318)] +2024-10-17 04:19:43,472 - Train: 33.82% [423050/1251000] [338.2/1000.0] [batch_t 0.405 (0.428)] [data_t 0.060] [optim_t 0.345] [lr 0.002238] [CE 4.267 (4.200)] [KD 3.282 (3.315)] +2024-10-17 04:20:05,123 - Train: 33.82% [423100/1251000] [338.2/1000.0] [batch_t 0.411 (0.433)] [data_t 0.065] [optim_t 0.346] [lr 0.002238] [CE 3.704 (4.261)] [KD 3.154 (3.370)] +2024-10-17 04:20:26,820 - Train: 33.82% [423150/1251000] [338.2/1000.0] [batch_t 0.358 (0.434)] [data_t 0.015] [optim_t 0.343] [lr 0.002238] [CE 4.814 (4.298)] [KD 3.455 (3.332)] +2024-10-17 04:20:48,769 - Train: 33.83% [423200/1251000] [338.3/1000.0] [batch_t 0.439 (0.439)] [data_t 0.095] [optim_t 0.343] [lr 0.002237] [CE 4.243 (4.195)] [KD 3.220 (3.227)] +2024-10-17 04:21:10,087 - Train: 33.83% [423250/1251000] [338.3/1000.0] [batch_t 0.445 (0.426)] [data_t 0.104] [optim_t 0.341] [lr 0.002237] [CE 4.467 (4.282)] [KD 3.556 (3.367)] +2024-10-17 04:21:31,105 - Train: 33.84% [423300/1251000] [338.4/1000.0] [batch_t 0.455 (0.420)] [data_t 0.113] [optim_t 0.341] [lr 0.002237] [CE 4.268 (4.227)] [KD 3.456 (3.286)] +2024-10-17 04:21:51,965 - Train: 33.84% [423350/1251000] [338.4/1000.0] [batch_t 0.382 (0.417)] [data_t 0.039] [optim_t 0.343] [lr 0.002237] [CE 4.558 (4.272)] [KD 3.292 (3.271)] +2024-10-17 04:22:12,927 - Train: 33.84% [423400/1251000] [338.4/1000.0] [batch_t 0.362 (0.419)] [data_t 0.015] [optim_t 0.347] [lr 0.002237] [CE 4.469 (4.223)] [KD 3.282 (3.255)] +2024-10-17 04:22:34,049 - Train: 33.85% [423450/1251000] [338.5/1000.0] [batch_t 0.423 (0.422)] [data_t 0.079] [optim_t 0.345] [lr 0.002237] [CE 4.258 (4.178)] [KD 3.342 (3.289)] +2024-10-17 04:22:54,881 - Train: 33.85% [423500/1251000] [338.5/1000.0] [batch_t 0.439 (0.417)] [data_t 0.097] [optim_t 0.342] [lr 0.002236] [CE 4.467 (4.231)] [KD 3.519 (3.331)] +2024-10-17 04:23:16,196 - Train: 33.86% [423550/1251000] [338.6/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.002236] [CE 4.197 (4.232)] [KD 3.177 (3.347)] +2024-10-17 04:23:37,122 - Train: 33.86% [423600/1251000] [338.6/1000.0] [batch_t 0.418 (0.418)] [data_t 0.015] [optim_t 0.402] [lr 0.002236] [CE 3.475 (4.275)] [KD 3.030 (3.367)] +2024-10-17 04:23:58,713 - Train: 33.86% [423650/1251000] [338.6/1000.0] [batch_t 0.377 (0.432)] [data_t 0.015] [optim_t 0.362] [lr 0.002236] [CE 3.953 (4.170)] [KD 3.046 (3.231)] +2024-10-17 04:24:20,467 - Train: 33.87% [423700/1251000] [338.7/1000.0] [batch_t 0.414 (0.435)] [data_t 0.015] [optim_t 0.399] [lr 0.002236] [CE 4.025 (4.207)] [KD 3.153 (3.296)] +2024-10-17 04:24:41,630 - Train: 33.87% [423750/1251000] [338.7/1000.0] [batch_t 0.361 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.002236] [CE 3.487 (4.255)] [KD 2.889 (3.325)] +2024-10-17 04:25:02,896 - Train: 33.88% [423800/1251000] [338.8/1000.0] [batch_t 0.467 (0.425)] [data_t 0.015] [optim_t 0.452] [lr 0.002235] [CE 4.236 (4.252)] [KD 3.388 (3.364)] +2024-10-17 04:25:23,976 - Train: 33.88% [423850/1251000] [338.8/1000.0] [batch_t 0.359 (0.422)] [data_t 0.016] [optim_t 0.343] [lr 0.002235] [CE 4.315 (4.268)] [KD 3.479 (3.371)] +2024-10-17 04:25:45,607 - Train: 33.88% [423900/1251000] [338.8/1000.0] [batch_t 0.404 (0.433)] [data_t 0.015] [optim_t 0.389] [lr 0.002235] [CE 4.379 (4.220)] [KD 3.441 (3.329)] +2024-10-17 04:26:07,187 - Train: 33.89% [423950/1251000] [338.9/1000.0] [batch_t 0.914 (0.432)] [data_t 0.015] [optim_t 0.899] [lr 0.002235] [CE 4.189 (4.262)] [KD 3.427 (3.353)] +2024-10-17 04:26:27,950 - Train: 33.89% [424000/1251000] [338.9/1000.0] [batch_t 0.491 (0.415)] [data_t 0.015] [optim_t 0.476] [lr 0.002235] [CE 3.629 (4.195)] [KD 3.004 (3.277)] +2024-10-17 04:26:49,505 - Train: 33.90% [424050/1251000] [339.0/1000.0] [batch_t 0.369 (0.431)] [data_t 0.015] [optim_t 0.353] [lr 0.002235] [CE 4.939 (4.227)] [KD 3.620 (3.334)] +2024-10-17 04:27:27,676 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 37776] [top5_cnt 46524] [top_all 50000] +2024-10-17 04:27:27,676 - net: 75.552 (93.048) +2024-10-17 04:27:49,311 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40016] [top5_cnt 47548] [top_all 50000] +2024-10-17 04:27:49,312 - net_E: 80.032 (95.096) +2024-10-17 04:27:49,467 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 04:27:49,467 - ==> Total time: 2 days, 4:45:58 Eta: 4 days, 6:53:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 04:27:59,423 - Train: 33.90% [424100/1251000] [339.0/1000.0] [batch_t 0.365 (0.788)] [data_t 0.015] [optim_t 0.349] [lr 0.002234] [CE 4.051 (4.147)] [KD 3.288 (3.308)] +2024-10-17 04:28:19,056 - Train: 33.90% [424150/1251000] [339.0/1000.0] [batch_t 0.443 (0.393)] [data_t 0.015] [optim_t 0.427] [lr 0.002234] [CE 3.900 (4.171)] [KD 3.033 (3.268)] +2024-10-17 04:28:40,603 - Train: 33.91% [424200/1251000] [339.1/1000.0] [batch_t 0.745 (0.431)] [data_t 0.016] [optim_t 0.729] [lr 0.002234] [CE 4.093 (4.224)] [KD 3.183 (3.323)] +2024-10-17 04:29:01,485 - Train: 33.91% [424250/1251000] [339.1/1000.0] [batch_t 0.378 (0.418)] [data_t 0.015] [optim_t 0.363] [lr 0.002234] [CE 4.016 (4.163)] [KD 3.211 (3.303)] +2024-10-17 04:29:23,314 - Train: 33.92% [424300/1251000] [339.2/1000.0] [batch_t 0.400 (0.436)] [data_t 0.015] [optim_t 0.385] [lr 0.002234] [CE 4.516 (4.250)] [KD 3.568 (3.348)] +2024-10-17 04:29:44,575 - Train: 33.92% [424350/1251000] [339.2/1000.0] [batch_t 0.469 (0.425)] [data_t 0.015] [optim_t 0.453] [lr 0.002234] [CE 3.956 (4.234)] [KD 3.295 (3.352)] +2024-10-17 04:30:05,624 - Train: 33.92% [424400/1251000] [339.2/1000.0] [batch_t 0.434 (0.421)] [data_t 0.016] [optim_t 0.418] [lr 0.002233] [CE 4.159 (4.174)] [KD 3.285 (3.328)] +2024-10-17 04:30:26,882 - Train: 33.93% [424450/1251000] [339.3/1000.0] [batch_t 0.414 (0.425)] [data_t 0.016] [optim_t 0.399] [lr 0.002233] [CE 4.397 (4.203)] [KD 3.148 (3.317)] +2024-10-17 04:30:49,364 - Train: 33.93% [424500/1251000] [339.3/1000.0] [batch_t 0.413 (0.449)] [data_t 0.015] [optim_t 0.398] [lr 0.002233] [CE 4.326 (4.183)] [KD 3.350 (3.281)] +2024-10-17 04:31:10,510 - Train: 33.94% [424550/1251000] [339.4/1000.0] [batch_t 0.409 (0.423)] [data_t 0.016] [optim_t 0.394] [lr 0.002233] [CE 4.267 (4.192)] [KD 3.380 (3.279)] +2024-10-17 04:31:31,723 - Train: 33.94% [424600/1251000] [339.4/1000.0] [batch_t 0.363 (0.424)] [data_t 0.016] [optim_t 0.348] [lr 0.002233] [CE 4.632 (4.163)] [KD 3.294 (3.300)] +2024-10-17 04:31:53,152 - Train: 33.94% [424650/1251000] [339.4/1000.0] [batch_t 0.443 (0.428)] [data_t 0.016] [optim_t 0.427] [lr 0.002233] [CE 4.689 (4.211)] [KD 3.386 (3.301)] +2024-10-17 04:32:14,544 - Train: 33.95% [424700/1251000] [339.5/1000.0] [batch_t 0.416 (0.428)] [data_t 0.016] [optim_t 0.400] [lr 0.002232] [CE 4.231 (4.223)] [KD 3.099 (3.350)] +2024-10-17 04:32:36,710 - Train: 33.95% [424750/1251000] [339.5/1000.0] [batch_t 0.541 (0.443)] [data_t 0.016] [optim_t 0.525] [lr 0.002232] [CE 3.637 (4.199)] [KD 2.886 (3.323)] +2024-10-17 04:32:58,641 - Train: 33.96% [424800/1251000] [339.6/1000.0] [batch_t 0.467 (0.438)] [data_t 0.015] [optim_t 0.451] [lr 0.002232] [CE 4.456 (4.211)] [KD 3.436 (3.302)] +2024-10-17 04:33:19,606 - Train: 33.96% [424850/1251000] [339.6/1000.0] [batch_t 0.408 (0.419)] [data_t 0.016] [optim_t 0.392] [lr 0.002232] [CE 4.370 (4.289)] [KD 3.577 (3.344)] +2024-10-17 04:33:41,675 - Train: 33.96% [424900/1251000] [339.6/1000.0] [batch_t 0.373 (0.441)] [data_t 0.015] [optim_t 0.357] [lr 0.002232] [CE 4.447 (4.298)] [KD 3.599 (3.359)] +2024-10-17 04:34:03,561 - Train: 33.97% [424950/1251000] [339.7/1000.0] [batch_t 0.467 (0.438)] [data_t 0.015] [optim_t 0.451] [lr 0.002232] [CE 4.296 (4.176)] [KD 3.301 (3.283)] +2024-10-17 04:34:24,658 - Train: 33.97% [425000/1251000] [339.7/1000.0] [batch_t 0.386 (0.422)] [data_t 0.015] [optim_t 0.371] [lr 0.002232] [CE 4.323 (4.249)] [KD 3.331 (3.319)] +2024-10-17 04:34:45,740 - Train: 33.98% [425050/1251000] [339.8/1000.0] [batch_t 0.420 (0.421)] [data_t 0.016] [optim_t 0.404] [lr 0.002231] [CE 4.261 (4.202)] [KD 3.479 (3.296)] +2024-10-17 04:35:07,091 - Train: 33.98% [425100/1251000] [339.8/1000.0] [batch_t 0.446 (0.427)] [data_t 0.015] [optim_t 0.430] [lr 0.002231] [CE 4.051 (4.096)] [KD 3.083 (3.284)] +2024-10-17 04:35:28,047 - Train: 33.98% [425150/1251000] [339.8/1000.0] [batch_t 0.490 (0.419)] [data_t 0.015] [optim_t 0.474] [lr 0.002231] [CE 4.461 (4.165)] [KD 3.689 (3.299)] +2024-10-17 04:35:49,181 - Train: 33.99% [425200/1251000] [339.9/1000.0] [batch_t 0.382 (0.423)] [data_t 0.016] [optim_t 0.367] [lr 0.002231] [CE 4.477 (4.310)] [KD 3.264 (3.360)] +2024-10-17 04:36:10,088 - Train: 33.99% [425250/1251000] [339.9/1000.0] [batch_t 0.365 (0.418)] [data_t 0.016] [optim_t 0.350] [lr 0.002231] [CE 3.996 (4.164)] [KD 3.208 (3.303)] +2024-10-17 04:36:31,311 - Train: 34.00% [425300/1251000] [340.0/1000.0] [batch_t 0.367 (0.424)] [data_t 0.016] [optim_t 0.351] [lr 0.002231] [CE 3.931 (4.214)] [KD 3.039 (3.344)] +2024-10-17 04:37:08,911 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 37804] [top5_cnt 46553] [top_all 50000] +2024-10-17 04:37:08,912 - net: 75.608 (93.106) +2024-10-17 04:37:30,318 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40049] [top5_cnt 47555] [top_all 50000] +2024-10-17 04:37:30,319 - net_E: 80.098 (95.110) +2024-10-17 04:37:30,488 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 04:37:30,488 - ==> Total time: 2 days, 4:55:39 Eta: 4 days, 6:44:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 04:37:40,966 - Train: 34.00% [425350/1251000] [340.0/1000.0] [batch_t 0.365 (0.896)] [data_t 0.015] [optim_t 0.350] [lr 0.002230] [CE 4.217 (4.140)] [KD 3.236 (3.298)] +2024-10-17 04:38:00,440 - Train: 34.00% [425400/1251000] [340.0/1000.0] [batch_t 0.455 (0.389)] [data_t 0.015] [optim_t 0.440] [lr 0.002230] [CE 4.426 (4.229)] [KD 3.486 (3.308)] +2024-10-17 04:38:21,969 - Train: 34.01% [425450/1251000] [340.1/1000.0] [batch_t 0.361 (0.430)] [data_t 0.016] [optim_t 0.345] [lr 0.002230] [CE 4.645 (4.268)] [KD 3.635 (3.320)] +2024-10-17 04:38:44,027 - Train: 34.01% [425500/1251000] [340.1/1000.0] [batch_t 0.412 (0.441)] [data_t 0.016] [optim_t 0.397] [lr 0.002230] [CE 4.385 (4.199)] [KD 3.285 (3.310)] +2024-10-17 04:39:05,546 - Train: 34.02% [425550/1251000] [340.2/1000.0] [batch_t 0.393 (0.430)] [data_t 0.015] [optim_t 0.377] [lr 0.002230] [CE 4.098 (4.196)] [KD 3.248 (3.297)] +2024-10-17 04:39:27,413 - Train: 34.02% [425600/1251000] [340.2/1000.0] [batch_t 0.440 (0.437)] [data_t 0.015] [optim_t 0.425] [lr 0.002230] [CE 4.180 (4.183)] [KD 3.218 (3.337)] +2024-10-17 04:39:48,933 - Train: 34.02% [425650/1251000] [340.2/1000.0] [batch_t 0.486 (0.430)] [data_t 0.015] [optim_t 0.470] [lr 0.002229] [CE 4.241 (4.247)] [KD 3.340 (3.271)] +2024-10-17 04:40:10,253 - Train: 34.03% [425700/1251000] [340.3/1000.0] [batch_t 0.398 (0.426)] [data_t 0.015] [optim_t 0.382] [lr 0.002229] [CE 4.115 (4.222)] [KD 3.293 (3.308)] +2024-10-17 04:40:31,026 - Train: 34.03% [425750/1251000] [340.3/1000.0] [batch_t 0.415 (0.415)] [data_t 0.015] [optim_t 0.400] [lr 0.002229] [CE 3.810 (4.193)] [KD 3.061 (3.291)] +2024-10-17 04:40:51,811 - Train: 34.04% [425800/1251000] [340.4/1000.0] [batch_t 0.438 (0.416)] [data_t 0.015] [optim_t 0.423] [lr 0.002229] [CE 4.290 (4.306)] [KD 3.131 (3.317)] +2024-10-17 04:41:12,415 - Train: 34.04% [425850/1251000] [340.4/1000.0] [batch_t 0.468 (0.412)] [data_t 0.016] [optim_t 0.452] [lr 0.002229] [CE 3.871 (4.242)] [KD 2.979 (3.337)] +2024-10-17 04:41:33,670 - Train: 34.04% [425900/1251000] [340.4/1000.0] [batch_t 0.428 (0.425)] [data_t 0.015] [optim_t 0.412] [lr 0.002229] [CE 3.761 (4.184)] [KD 3.104 (3.287)] +2024-10-17 04:41:55,518 - Train: 34.05% [425950/1251000] [340.5/1000.0] [batch_t 0.496 (0.437)] [data_t 0.015] [optim_t 0.481] [lr 0.002228] [CE 3.721 (4.223)] [KD 3.054 (3.313)] +2024-10-17 04:42:16,591 - Train: 34.05% [426000/1251000] [340.5/1000.0] [batch_t 0.425 (0.421)] [data_t 0.015] [optim_t 0.410] [lr 0.002228] [CE 4.192 (4.167)] [KD 3.101 (3.270)] +2024-10-17 04:42:37,509 - Train: 34.06% [426050/1251000] [340.6/1000.0] [batch_t 0.390 (0.418)] [data_t 0.016] [optim_t 0.374] [lr 0.002228] [CE 3.775 (4.150)] [KD 3.073 (3.298)] +2024-10-17 04:42:58,734 - Train: 34.06% [426100/1251000] [340.6/1000.0] [batch_t 0.483 (0.424)] [data_t 0.015] [optim_t 0.468] [lr 0.002228] [CE 4.515 (4.172)] [KD 3.453 (3.280)] +2024-10-17 04:43:19,543 - Train: 34.06% [426150/1251000] [340.6/1000.0] [batch_t 0.418 (0.416)] [data_t 0.015] [optim_t 0.402] [lr 0.002228] [CE 4.018 (4.203)] [KD 3.496 (3.292)] +2024-10-17 04:43:40,932 - Train: 34.07% [426200/1251000] [340.7/1000.0] [batch_t 0.457 (0.428)] [data_t 0.015] [optim_t 0.442] [lr 0.002228] [CE 4.199 (4.203)] [KD 3.520 (3.323)] +2024-10-17 04:44:02,053 - Train: 34.07% [426250/1251000] [340.7/1000.0] [batch_t 0.390 (0.422)] [data_t 0.015] [optim_t 0.374] [lr 0.002227] [CE 4.538 (4.231)] [KD 3.598 (3.335)] +2024-10-17 04:44:23,578 - Train: 34.08% [426300/1251000] [340.8/1000.0] [batch_t 0.457 (0.430)] [data_t 0.015] [optim_t 0.441] [lr 0.002227] [CE 3.601 (4.231)] [KD 3.279 (3.333)] +2024-10-17 04:44:45,190 - Train: 34.08% [426350/1251000] [340.8/1000.0] [batch_t 0.442 (0.432)] [data_t 0.015] [optim_t 0.426] [lr 0.002227] [CE 4.562 (4.212)] [KD 3.342 (3.324)] +2024-10-17 04:45:06,369 - Train: 34.08% [426400/1251000] [340.8/1000.0] [batch_t 0.434 (0.423)] [data_t 0.015] [optim_t 0.419] [lr 0.002227] [CE 4.281 (4.186)] [KD 3.227 (3.290)] +2024-10-17 04:45:27,644 - Train: 34.09% [426450/1251000] [340.9/1000.0] [batch_t 0.483 (0.425)] [data_t 0.015] [optim_t 0.468] [lr 0.002227] [CE 4.509 (4.250)] [KD 3.644 (3.404)] +2024-10-17 04:45:48,405 - Train: 34.09% [426500/1251000] [340.9/1000.0] [batch_t 0.425 (0.415)] [data_t 0.015] [optim_t 0.410] [lr 0.002227] [CE 3.977 (4.297)] [KD 3.392 (3.332)] +2024-10-17 04:46:09,539 - Train: 34.10% [426550/1251000] [341.0/1000.0] [batch_t 0.417 (0.423)] [data_t 0.015] [optim_t 0.401] [lr 0.002226] [CE 4.045 (4.225)] [KD 3.158 (3.326)] +2024-10-17 04:46:47,630 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 37932] [top5_cnt 46582] [top_all 50000] +2024-10-17 04:46:47,630 - net: 75.864 (93.164) +2024-10-17 04:47:08,804 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 40044] [top5_cnt 47550] [top_all 50000] +2024-10-17 04:47:08,805 - net_E: 80.088 (95.100) +2024-10-17 04:47:08,960 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 04:47:08,960 - ==> Total time: 2 days, 5:05:17 Eta: 4 days, 6:35:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 04:47:19,215 - Train: 34.10% [426600/1251000] [341.0/1000.0] [batch_t 0.358 (0.980)] [data_t 0.016] [optim_t 0.343] [lr 0.002226] [CE 4.335 (4.335)] [KD 3.483 (3.311)] +2024-10-17 04:47:38,364 - Train: 34.10% [426650/1251000] [341.0/1000.0] [batch_t 0.358 (0.383)] [data_t 0.015] [optim_t 0.342] [lr 0.002226] [CE 4.185 (4.199)] [KD 3.203 (3.269)] +2024-10-17 04:48:00,341 - Train: 34.11% [426700/1251000] [341.1/1000.0] [batch_t 0.432 (0.439)] [data_t 0.016] [optim_t 0.416] [lr 0.002226] [CE 4.243 (4.179)] [KD 3.272 (3.241)] +2024-10-17 04:48:22,461 - Train: 34.11% [426750/1251000] [341.1/1000.0] [batch_t 0.596 (0.442)] [data_t 0.015] [optim_t 0.581] [lr 0.002226] [CE 4.433 (4.225)] [KD 3.409 (3.284)] +2024-10-17 04:48:44,002 - Train: 34.12% [426800/1251000] [341.2/1000.0] [batch_t 0.407 (0.431)] [data_t 0.016] [optim_t 0.392] [lr 0.002226] [CE 4.282 (4.274)] [KD 3.305 (3.297)] +2024-10-17 04:49:05,148 - Train: 34.12% [426850/1251000] [341.2/1000.0] [batch_t 0.363 (0.423)] [data_t 0.016] [optim_t 0.347] [lr 0.002225] [CE 4.222 (4.243)] [KD 3.272 (3.327)] +2024-10-17 04:49:26,913 - Train: 34.12% [426900/1251000] [341.2/1000.0] [batch_t 0.446 (0.435)] [data_t 0.016] [optim_t 0.430] [lr 0.002225] [CE 4.714 (4.206)] [KD 3.518 (3.325)] +2024-10-17 04:49:48,135 - Train: 34.13% [426950/1251000] [341.3/1000.0] [batch_t 0.368 (0.424)] [data_t 0.016] [optim_t 0.352] [lr 0.002225] [CE 3.800 (4.260)] [KD 3.203 (3.348)] +2024-10-17 04:50:10,346 - Train: 34.13% [427000/1251000] [341.3/1000.0] [batch_t 0.449 (0.444)] [data_t 0.015] [optim_t 0.433] [lr 0.002225] [CE 3.841 (4.309)] [KD 3.091 (3.360)] +2024-10-17 04:50:32,365 - Train: 34.14% [427050/1251000] [341.4/1000.0] [batch_t 0.462 (0.440)] [data_t 0.015] [optim_t 0.446] [lr 0.002225] [CE 4.109 (4.249)] [KD 3.188 (3.316)] +2024-10-17 04:50:54,007 - Train: 34.14% [427100/1251000] [341.4/1000.0] [batch_t 0.466 (0.433)] [data_t 0.016] [optim_t 0.451] [lr 0.002225] [CE 4.128 (4.129)] [KD 3.258 (3.236)] +2024-10-17 04:51:15,102 - Train: 34.14% [427150/1251000] [341.4/1000.0] [batch_t 0.430 (0.422)] [data_t 0.015] [optim_t 0.415] [lr 0.002224] [CE 4.254 (4.257)] [KD 3.328 (3.337)] +2024-10-17 04:51:36,165 - Train: 34.15% [427200/1251000] [341.5/1000.0] [batch_t 0.435 (0.421)] [data_t 0.015] [optim_t 0.420] [lr 0.002224] [CE 4.110 (4.182)] [KD 3.267 (3.290)] +2024-10-17 04:51:57,854 - Train: 34.15% [427250/1251000] [341.5/1000.0] [batch_t 0.358 (0.434)] [data_t 0.015] [optim_t 0.343] [lr 0.002224] [CE 4.538 (4.268)] [KD 3.590 (3.340)] +2024-10-17 04:52:18,743 - Train: 34.16% [427300/1251000] [341.6/1000.0] [batch_t 0.417 (0.418)] [data_t 0.015] [optim_t 0.401] [lr 0.002224] [CE 3.751 (4.258)] [KD 2.958 (3.348)] +2024-10-17 04:52:40,335 - Train: 34.16% [427350/1251000] [341.6/1000.0] [batch_t 0.416 (0.432)] [data_t 0.015] [optim_t 0.400] [lr 0.002224] [CE 3.727 (4.212)] [KD 3.047 (3.299)] +2024-10-17 04:53:01,534 - Train: 34.16% [427400/1251000] [341.6/1000.0] [batch_t 0.394 (0.424)] [data_t 0.016] [optim_t 0.378] [lr 0.002224] [CE 4.382 (4.230)] [KD 3.571 (3.369)] +2024-10-17 04:53:23,234 - Train: 34.17% [427450/1251000] [341.7/1000.0] [batch_t 0.454 (0.434)] [data_t 0.015] [optim_t 0.439] [lr 0.002224] [CE 4.259 (4.249)] [KD 3.295 (3.345)] +2024-10-17 04:53:43,809 - Train: 34.17% [427500/1251000] [341.7/1000.0] [batch_t 0.385 (0.411)] [data_t 0.041] [optim_t 0.344] [lr 0.002223] [CE 4.207 (4.250)] [KD 3.159 (3.319)] +2024-10-17 04:54:05,331 - Train: 34.18% [427550/1251000] [341.8/1000.0] [batch_t 0.430 (0.430)] [data_t 0.088] [optim_t 0.343] [lr 0.002223] [CE 4.361 (4.165)] [KD 3.237 (3.280)] +2024-10-17 04:54:26,794 - Train: 34.18% [427600/1251000] [341.8/1000.0] [batch_t 0.478 (0.429)] [data_t 0.133] [optim_t 0.345] [lr 0.002223] [CE 3.905 (4.244)] [KD 3.216 (3.343)] +2024-10-17 04:54:48,290 - Train: 34.18% [427650/1251000] [341.8/1000.0] [batch_t 0.420 (0.430)] [data_t 0.075] [optim_t 0.345] [lr 0.002223] [CE 4.303 (4.195)] [KD 3.286 (3.315)] +2024-10-17 04:55:09,800 - Train: 34.19% [427700/1251000] [341.9/1000.0] [batch_t 0.485 (0.430)] [data_t 0.143] [optim_t 0.342] [lr 0.002223] [CE 4.265 (4.215)] [KD 3.300 (3.318)] +2024-10-17 04:55:31,300 - Train: 34.19% [427750/1251000] [341.9/1000.0] [batch_t 0.468 (0.430)] [data_t 0.113] [optim_t 0.355] [lr 0.002223] [CE 3.954 (4.257)] [KD 3.175 (3.339)] +2024-10-17 04:55:52,972 - Train: 34.20% [427800/1251000] [342.0/1000.0] [batch_t 0.414 (0.433)] [data_t 0.071] [optim_t 0.344] [lr 0.002222] [CE 4.146 (4.207)] [KD 3.128 (3.291)] +2024-10-17 04:56:31,012 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.406)] [top1_cnt 37952] [top5_cnt 46547] [top_all 50000] +2024-10-17 04:56:31,012 - net: 75.904 (93.094) +2024-10-17 04:56:52,691 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40036] [top5_cnt 47550] [top_all 50000] +2024-10-17 04:56:52,691 - net_E: 80.072 (95.100) +2024-10-17 04:56:52,845 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 04:56:52,845 - ==> Total time: 2 days, 5:15:01 Eta: 4 days, 6:27:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 04:57:02,354 - Train: 34.20% [427850/1251000] [342.0/1000.0] [batch_t 0.475 (1.005)] [data_t 0.015] [optim_t 0.460] [lr 0.002222] [CE 4.224 (4.191)] [KD 3.148 (3.229)] +2024-10-17 04:57:22,684 - Train: 34.20% [427900/1251000] [342.0/1000.0] [batch_t 0.416 (0.406)] [data_t 0.072] [optim_t 0.344] [lr 0.002222] [CE 4.648 (4.228)] [KD 3.372 (3.236)] +2024-10-17 04:57:43,631 - Train: 34.21% [427950/1251000] [342.1/1000.0] [batch_t 0.365 (0.419)] [data_t 0.015] [optim_t 0.349] [lr 0.002222] [CE 4.686 (4.201)] [KD 3.440 (3.295)] +2024-10-17 04:58:05,214 - Train: 34.21% [428000/1251000] [342.1/1000.0] [batch_t 0.456 (0.432)] [data_t 0.015] [optim_t 0.441] [lr 0.002222] [CE 3.694 (4.230)] [KD 2.913 (3.289)] +2024-10-17 04:58:26,838 - Train: 34.22% [428050/1251000] [342.2/1000.0] [batch_t 0.430 (0.432)] [data_t 0.015] [optim_t 0.415] [lr 0.002222] [CE 3.500 (4.231)] [KD 3.013 (3.320)] +2024-10-17 04:58:48,317 - Train: 34.22% [428100/1251000] [342.2/1000.0] [batch_t 0.364 (0.430)] [data_t 0.015] [optim_t 0.348] [lr 0.002221] [CE 4.131 (4.198)] [KD 3.139 (3.248)] +2024-10-17 04:59:09,595 - Train: 34.22% [428150/1251000] [342.2/1000.0] [batch_t 0.504 (0.425)] [data_t 0.015] [optim_t 0.489] [lr 0.002221] [CE 4.179 (4.220)] [KD 3.233 (3.244)] +2024-10-17 04:59:31,051 - Train: 34.23% [428200/1251000] [342.3/1000.0] [batch_t 0.391 (0.429)] [data_t 0.015] [optim_t 0.375] [lr 0.002221] [CE 4.246 (4.272)] [KD 3.151 (3.285)] +2024-10-17 04:59:52,582 - Train: 34.23% [428250/1251000] [342.3/1000.0] [batch_t 0.485 (0.431)] [data_t 0.015] [optim_t 0.469] [lr 0.002221] [CE 4.092 (4.192)] [KD 3.268 (3.269)] +2024-10-17 05:00:14,045 - Train: 34.24% [428300/1251000] [342.4/1000.0] [batch_t 0.438 (0.429)] [data_t 0.015] [optim_t 0.422] [lr 0.002221] [CE 4.533 (4.237)] [KD 3.326 (3.361)] +2024-10-17 05:00:35,451 - Train: 34.24% [428350/1251000] [342.4/1000.0] [batch_t 0.454 (0.428)] [data_t 0.015] [optim_t 0.438] [lr 0.002221] [CE 4.092 (4.160)] [KD 3.098 (3.251)] +2024-10-17 05:00:56,738 - Train: 34.24% [428400/1251000] [342.4/1000.0] [batch_t 0.388 (0.426)] [data_t 0.015] [optim_t 0.372] [lr 0.002220] [CE 4.257 (4.222)] [KD 3.370 (3.331)] +2024-10-17 05:01:18,213 - Train: 34.25% [428450/1251000] [342.5/1000.0] [batch_t 0.392 (0.429)] [data_t 0.015] [optim_t 0.377] [lr 0.002220] [CE 3.978 (4.200)] [KD 3.222 (3.340)] +2024-10-17 05:01:39,800 - Train: 34.25% [428500/1251000] [342.5/1000.0] [batch_t 0.399 (0.432)] [data_t 0.015] [optim_t 0.384] [lr 0.002220] [CE 3.897 (4.280)] [KD 3.079 (3.340)] +2024-10-17 05:02:01,870 - Train: 34.26% [428550/1251000] [342.6/1000.0] [batch_t 0.467 (0.441)] [data_t 0.015] [optim_t 0.452] [lr 0.002220] [CE 4.289 (4.159)] [KD 3.383 (3.268)] +2024-10-17 05:02:23,831 - Train: 34.26% [428600/1251000] [342.6/1000.0] [batch_t 0.433 (0.439)] [data_t 0.015] [optim_t 0.418] [lr 0.002220] [CE 4.137 (4.200)] [KD 3.088 (3.361)] +2024-10-17 05:02:45,516 - Train: 34.26% [428650/1251000] [342.6/1000.0] [batch_t 0.434 (0.434)] [data_t 0.015] [optim_t 0.418] [lr 0.002220] [CE 4.246 (4.247)] [KD 3.349 (3.323)] +2024-10-17 05:03:07,487 - Train: 34.27% [428700/1251000] [342.7/1000.0] [batch_t 0.401 (0.439)] [data_t 0.015] [optim_t 0.386] [lr 0.002219] [CE 4.560 (4.302)] [KD 3.429 (3.329)] +2024-10-17 05:03:29,558 - Train: 34.27% [428750/1251000] [342.7/1000.0] [batch_t 0.411 (0.441)] [data_t 0.015] [optim_t 0.396] [lr 0.002219] [CE 4.458 (4.215)] [KD 3.523 (3.291)] +2024-10-17 05:03:51,224 - Train: 34.28% [428800/1251000] [342.8/1000.0] [batch_t 0.456 (0.433)] [data_t 0.015] [optim_t 0.441] [lr 0.002219] [CE 4.855 (4.204)] [KD 3.421 (3.324)] +2024-10-17 05:04:12,159 - Train: 34.28% [428850/1251000] [342.8/1000.0] [batch_t 0.386 (0.419)] [data_t 0.015] [optim_t 0.371] [lr 0.002219] [CE 3.969 (4.118)] [KD 3.375 (3.260)] +2024-10-17 05:04:32,591 - Train: 34.28% [428900/1251000] [342.8/1000.0] [batch_t 0.368 (0.409)] [data_t 0.015] [optim_t 0.352] [lr 0.002219] [CE 4.381 (4.187)] [KD 3.553 (3.354)] +2024-10-17 05:04:54,052 - Train: 34.29% [428950/1251000] [342.9/1000.0] [batch_t 0.498 (0.429)] [data_t 0.015] [optim_t 0.482] [lr 0.002219] [CE 4.523 (4.259)] [KD 3.692 (3.315)] +2024-10-17 05:05:15,545 - Train: 34.29% [429000/1251000] [342.9/1000.0] [batch_t 0.507 (0.430)] [data_t 0.015] [optim_t 0.492] [lr 0.002218] [CE 4.226 (4.233)] [KD 3.360 (3.368)] +2024-10-17 05:05:37,089 - Train: 34.30% [429050/1251000] [343.0/1000.0] [batch_t 0.425 (0.431)] [data_t 0.015] [optim_t 0.410] [lr 0.002218] [CE 4.436 (4.272)] [KD 3.307 (3.373)] +2024-10-17 05:06:16,333 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 37680] [top5_cnt 46512] [top_all 50000] +2024-10-17 05:06:16,333 - net: 75.360 (93.024) +2024-10-17 05:06:38,029 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40040] [top5_cnt 47575] [top_all 50000] +2024-10-17 05:06:38,029 - net_E: 80.080 (95.150) +2024-10-17 05:06:38,191 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 05:06:38,191 - ==> Total time: 2 days, 5:24:46 Eta: 4 days, 6:18:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 05:06:47,529 - Train: 34.30% [429100/1251000] [343.0/1000.0] [batch_t 0.361 (1.115)] [data_t 0.015] [optim_t 0.346] [lr 0.002218] [CE 4.198 (4.434)] [KD 3.661 (3.428)] +2024-10-17 05:07:07,066 - Train: 34.30% [429150/1251000] [343.0/1000.0] [batch_t 0.441 (0.391)] [data_t 0.015] [optim_t 0.426] [lr 0.002218] [CE 3.698 (4.180)] [KD 2.967 (3.271)] +2024-10-17 05:07:29,005 - Train: 34.31% [429200/1251000] [343.1/1000.0] [batch_t 0.405 (0.439)] [data_t 0.015] [optim_t 0.389] [lr 0.002218] [CE 3.431 (4.263)] [KD 2.956 (3.300)] +2024-10-17 05:07:50,461 - Train: 34.31% [429250/1251000] [343.1/1000.0] [batch_t 0.374 (0.429)] [data_t 0.015] [optim_t 0.359] [lr 0.002218] [CE 4.490 (4.256)] [KD 3.326 (3.322)] +2024-10-17 05:08:11,892 - Train: 34.32% [429300/1251000] [343.2/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.002217] [CE 4.226 (4.214)] [KD 3.331 (3.270)] +2024-10-17 05:08:33,292 - Train: 34.32% [429350/1251000] [343.2/1000.0] [batch_t 0.394 (0.428)] [data_t 0.016] [optim_t 0.378] [lr 0.002217] [CE 4.328 (4.257)] [KD 3.325 (3.292)] +2024-10-17 05:08:54,703 - Train: 34.32% [429400/1251000] [343.2/1000.0] [batch_t 0.418 (0.428)] [data_t 0.015] [optim_t 0.403] [lr 0.002217] [CE 4.411 (4.241)] [KD 3.316 (3.311)] +2024-10-17 05:09:16,267 - Train: 34.33% [429450/1251000] [343.3/1000.0] [batch_t 0.396 (0.431)] [data_t 0.016] [optim_t 0.380] [lr 0.002217] [CE 4.504 (4.219)] [KD 3.469 (3.307)] +2024-10-17 05:09:38,045 - Train: 34.33% [429500/1251000] [343.3/1000.0] [batch_t 0.447 (0.435)] [data_t 0.015] [optim_t 0.432] [lr 0.002217] [CE 4.165 (4.262)] [KD 3.573 (3.314)] +2024-10-17 05:10:00,040 - Train: 34.34% [429550/1251000] [343.4/1000.0] [batch_t 0.426 (0.440)] [data_t 0.016] [optim_t 0.411] [lr 0.002217] [CE 4.078 (4.199)] [KD 3.239 (3.325)] +2024-10-17 05:10:21,250 - Train: 34.34% [429600/1251000] [343.4/1000.0] [batch_t 0.421 (0.424)] [data_t 0.015] [optim_t 0.406] [lr 0.002216] [CE 4.513 (4.232)] [KD 3.460 (3.313)] +2024-10-17 05:10:42,852 - Train: 34.34% [429650/1251000] [343.4/1000.0] [batch_t 0.431 (0.432)] [data_t 0.015] [optim_t 0.415] [lr 0.002216] [CE 4.405 (4.267)] [KD 3.580 (3.288)] +2024-10-17 05:11:04,260 - Train: 34.35% [429700/1251000] [343.5/1000.0] [batch_t 0.449 (0.428)] [data_t 0.015] [optim_t 0.434] [lr 0.002216] [CE 3.977 (4.229)] [KD 3.421 (3.335)] +2024-10-17 05:11:26,144 - Train: 34.35% [429750/1251000] [343.5/1000.0] [batch_t 0.500 (0.438)] [data_t 0.015] [optim_t 0.485] [lr 0.002216] [CE 4.074 (4.239)] [KD 3.075 (3.324)] +2024-10-17 05:11:47,525 - Train: 34.36% [429800/1251000] [343.6/1000.0] [batch_t 0.379 (0.428)] [data_t 0.016] [optim_t 0.363] [lr 0.002216] [CE 4.505 (4.165)] [KD 3.408 (3.253)] +2024-10-17 05:12:09,196 - Train: 34.36% [429850/1251000] [343.6/1000.0] [batch_t 0.370 (0.433)] [data_t 0.015] [optim_t 0.354] [lr 0.002216] [CE 4.595 (4.185)] [KD 3.599 (3.280)] +2024-10-17 05:12:30,977 - Train: 34.36% [429900/1251000] [343.6/1000.0] [batch_t 0.406 (0.435)] [data_t 0.015] [optim_t 0.391] [lr 0.002215] [CE 4.460 (4.125)] [KD 3.229 (3.278)] +2024-10-17 05:12:52,633 - Train: 34.37% [429950/1251000] [343.7/1000.0] [batch_t 0.391 (0.433)] [data_t 0.015] [optim_t 0.375] [lr 0.002215] [CE 4.399 (4.241)] [KD 3.467 (3.329)] +2024-10-17 05:13:14,030 - Train: 34.37% [430000/1251000] [343.7/1000.0] [batch_t 0.465 (0.428)] [data_t 0.015] [optim_t 0.450] [lr 0.002215] [CE 4.700 (4.246)] [KD 3.724 (3.358)] +2024-10-17 05:13:34,933 - Train: 34.38% [430050/1251000] [343.8/1000.0] [batch_t 0.420 (0.418)] [data_t 0.015] [optim_t 0.404] [lr 0.002215] [CE 4.167 (4.281)] [KD 2.988 (3.321)] +2024-10-17 05:13:56,260 - Train: 34.38% [430100/1251000] [343.8/1000.0] [batch_t 0.469 (0.426)] [data_t 0.015] [optim_t 0.454] [lr 0.002215] [CE 4.625 (4.170)] [KD 3.624 (3.311)] +2024-10-17 05:14:17,427 - Train: 34.38% [430150/1251000] [343.8/1000.0] [batch_t 0.363 (0.423)] [data_t 0.016] [optim_t 0.348] [lr 0.002215] [CE 4.271 (4.268)] [KD 3.380 (3.383)] +2024-10-17 05:14:39,621 - Train: 34.39% [430200/1251000] [343.9/1000.0] [batch_t 0.460 (0.444)] [data_t 0.016] [optim_t 0.444] [lr 0.002214] [CE 4.029 (4.237)] [KD 3.136 (3.332)] +2024-10-17 05:15:01,745 - Train: 34.39% [430250/1251000] [343.9/1000.0] [batch_t 0.462 (0.442)] [data_t 0.015] [optim_t 0.447] [lr 0.002214] [CE 4.214 (4.237)] [KD 3.167 (3.346)] +2024-10-17 05:15:23,589 - Train: 34.40% [430300/1251000] [344.0/1000.0] [batch_t 0.446 (0.437)] [data_t 0.016] [optim_t 0.430] [lr 0.002214] [CE 4.532 (4.325)] [KD 3.470 (3.398)] +2024-10-17 05:16:03,119 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.418)] [top1_cnt 37974] [top5_cnt 46574] [top_all 50000] +2024-10-17 05:16:03,120 - net: 75.948 (93.148) +2024-10-17 05:16:24,109 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 40036] [top5_cnt 47573] [top_all 50000] +2024-10-17 05:16:24,110 - net_E: 80.072 (95.146) +2024-10-17 05:16:24,258 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 05:16:24,259 - ==> Total time: 2 days, 5:34:32 Eta: 4 days, 6:10:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 05:16:32,567 - Train: 34.40% [430350/1251000] [344.0/1000.0] [batch_t 0.361 (1.128)] [data_t 0.015] [optim_t 0.346] [lr 0.002214] [CE 4.291 (4.226)] [KD 3.381 (3.289)] +2024-10-17 05:16:52,436 - Train: 34.40% [430400/1251000] [344.0/1000.0] [batch_t 0.372 (0.397)] [data_t 0.015] [optim_t 0.357] [lr 0.002214] [CE 4.106 (4.275)] [KD 3.300 (3.345)] +2024-10-17 05:17:13,695 - Train: 34.41% [430450/1251000] [344.1/1000.0] [batch_t 0.365 (0.425)] [data_t 0.016] [optim_t 0.349] [lr 0.002214] [CE 4.079 (4.223)] [KD 3.200 (3.278)] +2024-10-17 05:17:34,783 - Train: 34.41% [430500/1251000] [344.1/1000.0] [batch_t 0.475 (0.422)] [data_t 0.015] [optim_t 0.459] [lr 0.002213] [CE 4.640 (4.318)] [KD 3.277 (3.355)] +2024-10-17 05:17:56,088 - Train: 34.42% [430550/1251000] [344.2/1000.0] [batch_t 0.417 (0.426)] [data_t 0.015] [optim_t 0.401] [lr 0.002213] [CE 3.757 (4.288)] [KD 3.020 (3.295)] +2024-10-17 05:18:17,056 - Train: 34.42% [430600/1251000] [344.2/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.002213] [CE 4.053 (4.182)] [KD 3.135 (3.242)] +2024-10-17 05:18:38,223 - Train: 34.42% [430650/1251000] [344.2/1000.0] [batch_t 0.443 (0.423)] [data_t 0.015] [optim_t 0.427] [lr 0.002213] [CE 4.637 (4.214)] [KD 3.336 (3.247)] +2024-10-17 05:18:59,134 - Train: 34.43% [430700/1251000] [344.3/1000.0] [batch_t 0.407 (0.418)] [data_t 0.015] [optim_t 0.391] [lr 0.002213] [CE 4.624 (4.240)] [KD 3.526 (3.294)] +2024-10-17 05:19:20,259 - Train: 34.43% [430750/1251000] [344.3/1000.0] [batch_t 0.413 (0.422)] [data_t 0.015] [optim_t 0.397] [lr 0.002213] [CE 4.438 (4.291)] [KD 3.343 (3.314)] +2024-10-17 05:19:40,970 - Train: 34.44% [430800/1251000] [344.4/1000.0] [batch_t 0.408 (0.414)] [data_t 0.015] [optim_t 0.392] [lr 0.002212] [CE 4.141 (4.229)] [KD 3.044 (3.278)] +2024-10-17 05:20:02,117 - Train: 34.44% [430850/1251000] [344.4/1000.0] [batch_t 0.498 (0.423)] [data_t 0.015] [optim_t 0.483] [lr 0.002212] [CE 4.255 (4.268)] [KD 3.337 (3.303)] +2024-10-17 05:20:23,726 - Train: 34.44% [430900/1251000] [344.4/1000.0] [batch_t 0.455 (0.432)] [data_t 0.015] [optim_t 0.439] [lr 0.002212] [CE 4.608 (4.171)] [KD 3.157 (3.253)] +2024-10-17 05:20:44,674 - Train: 34.45% [430950/1251000] [344.5/1000.0] [batch_t 0.395 (0.419)] [data_t 0.015] [optim_t 0.379] [lr 0.002212] [CE 4.007 (4.201)] [KD 3.169 (3.259)] +2024-10-17 05:21:05,737 - Train: 34.45% [431000/1251000] [344.5/1000.0] [batch_t 0.371 (0.421)] [data_t 0.015] [optim_t 0.356] [lr 0.002212] [CE 3.907 (4.169)] [KD 3.090 (3.295)] +2024-10-17 05:21:26,866 - Train: 34.46% [431050/1251000] [344.6/1000.0] [batch_t 0.367 (0.422)] [data_t 0.015] [optim_t 0.352] [lr 0.002212] [CE 4.158 (4.211)] [KD 3.392 (3.310)] +2024-10-17 05:21:48,009 - Train: 34.46% [431100/1251000] [344.6/1000.0] [batch_t 0.446 (0.423)] [data_t 0.015] [optim_t 0.431] [lr 0.002212] [CE 3.882 (4.139)] [KD 3.361 (3.273)] +2024-10-17 05:22:09,294 - Train: 34.46% [431150/1251000] [344.6/1000.0] [batch_t 0.442 (0.426)] [data_t 0.015] [optim_t 0.426] [lr 0.002211] [CE 4.041 (4.196)] [KD 3.194 (3.331)] +2024-10-17 05:22:30,648 - Train: 34.47% [431200/1251000] [344.7/1000.0] [batch_t 0.374 (0.427)] [data_t 0.015] [optim_t 0.359] [lr 0.002211] [CE 4.240 (4.267)] [KD 3.343 (3.328)] +2024-10-17 05:22:51,781 - Train: 34.47% [431250/1251000] [344.7/1000.0] [batch_t 0.463 (0.423)] [data_t 0.015] [optim_t 0.448] [lr 0.002211] [CE 4.012 (4.166)] [KD 3.103 (3.256)] +2024-10-17 05:23:12,943 - Train: 34.48% [431300/1251000] [344.8/1000.0] [batch_t 0.449 (0.423)] [data_t 0.016] [optim_t 0.434] [lr 0.002211] [CE 4.494 (4.212)] [KD 3.202 (3.279)] +2024-10-17 05:23:34,104 - Train: 34.48% [431350/1251000] [344.8/1000.0] [batch_t 0.422 (0.423)] [data_t 0.015] [optim_t 0.406] [lr 0.002211] [CE 4.060 (4.177)] [KD 3.325 (3.291)] +2024-10-17 05:23:55,283 - Train: 34.48% [431400/1251000] [344.8/1000.0] [batch_t 0.403 (0.423)] [data_t 0.015] [optim_t 0.388] [lr 0.002211] [CE 3.673 (4.265)] [KD 3.119 (3.330)] +2024-10-17 05:24:16,550 - Train: 34.49% [431450/1251000] [344.9/1000.0] [batch_t 0.410 (0.425)] [data_t 0.015] [optim_t 0.395] [lr 0.002210] [CE 4.540 (4.248)] [KD 3.420 (3.325)] +2024-10-17 05:24:37,743 - Train: 34.49% [431500/1251000] [344.9/1000.0] [batch_t 0.458 (0.424)] [data_t 0.016] [optim_t 0.443] [lr 0.002210] [CE 3.420 (4.147)] [KD 3.053 (3.288)] +2024-10-17 05:24:59,526 - Train: 34.50% [431550/1251000] [345.0/1000.0] [batch_t 0.439 (0.436)] [data_t 0.015] [optim_t 0.424] [lr 0.002210] [CE 4.341 (4.201)] [KD 3.315 (3.325)] +2024-10-17 05:25:40,121 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.435)] [top1_cnt 38048] [top5_cnt 46636] [top_all 50000] +2024-10-17 05:25:40,122 - net: 76.096 (93.272) +2024-10-17 05:26:00,741 - Test (net_E): 100.00% [50/50] [batch_t 0.136 (0.406)] [top1_cnt 40021] [top5_cnt 47558] [top_all 50000] +2024-10-17 05:26:00,741 - net_E: 80.042 (95.116) +2024-10-17 05:26:00,890 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 05:26:00,891 - ==> Total time: 2 days, 5:44:09 Eta: 4 days, 6:01:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 05:26:12,269 - Train: 34.50% [431600/1251000] [345.0/1000.0] [batch_t 0.361 (0.822)] [data_t 0.015] [optim_t 0.345] [lr 0.002210] [CE 3.780 (4.159)] [KD 3.168 (3.207)] +2024-10-17 05:26:31,685 - Train: 34.50% [431650/1251000] [345.0/1000.0] [batch_t 0.760 (0.388)] [data_t 0.418] [optim_t 0.341] [lr 0.002210] [CE 4.422 (4.210)] [KD 3.637 (3.279)] +2024-10-17 05:26:52,405 - Train: 34.51% [431700/1251000] [345.1/1000.0] [batch_t 0.465 (0.414)] [data_t 0.015] [optim_t 0.450] [lr 0.002210] [CE 4.649 (4.267)] [KD 3.607 (3.303)] +2024-10-17 05:27:13,950 - Train: 34.51% [431750/1251000] [345.1/1000.0] [batch_t 0.420 (0.431)] [data_t 0.015] [optim_t 0.405] [lr 0.002209] [CE 4.142 (4.188)] [KD 3.315 (3.312)] +2024-10-17 05:27:34,768 - Train: 34.52% [431800/1251000] [345.2/1000.0] [batch_t 0.430 (0.416)] [data_t 0.015] [optim_t 0.415] [lr 0.002209] [CE 4.309 (4.159)] [KD 3.124 (3.289)] +2024-10-17 05:27:55,797 - Train: 34.52% [431850/1251000] [345.2/1000.0] [batch_t 0.366 (0.420)] [data_t 0.015] [optim_t 0.350] [lr 0.002209] [CE 3.827 (4.226)] [KD 3.150 (3.344)] +2024-10-17 05:28:17,015 - Train: 34.52% [431900/1251000] [345.2/1000.0] [batch_t 0.424 (0.424)] [data_t 0.015] [optim_t 0.409] [lr 0.002209] [CE 4.432 (4.200)] [KD 3.284 (3.300)] +2024-10-17 05:28:37,628 - Train: 34.53% [431950/1251000] [345.3/1000.0] [batch_t 0.366 (0.412)] [data_t 0.015] [optim_t 0.350] [lr 0.002209] [CE 4.021 (4.162)] [KD 3.331 (3.271)] +2024-10-17 05:28:58,752 - Train: 34.53% [432000/1251000] [345.3/1000.0] [batch_t 0.425 (0.422)] [data_t 0.015] [optim_t 0.409] [lr 0.002209] [CE 3.722 (4.268)] [KD 2.999 (3.303)] +2024-10-17 05:29:19,287 - Train: 34.54% [432050/1251000] [345.4/1000.0] [batch_t 0.397 (0.411)] [data_t 0.015] [optim_t 0.381] [lr 0.002208] [CE 4.098 (4.246)] [KD 3.305 (3.301)] +2024-10-17 05:29:39,497 - Train: 34.54% [432100/1251000] [345.4/1000.0] [batch_t 0.369 (0.404)] [data_t 0.016] [optim_t 0.353] [lr 0.002208] [CE 3.940 (4.222)] [KD 3.313 (3.293)] +2024-10-17 05:30:00,615 - Train: 34.54% [432150/1251000] [345.4/1000.0] [batch_t 0.403 (0.422)] [data_t 0.015] [optim_t 0.387] [lr 0.002208] [CE 4.435 (4.140)] [KD 3.465 (3.230)] +2024-10-17 05:30:21,531 - Train: 34.55% [432200/1251000] [345.5/1000.0] [batch_t 0.405 (0.418)] [data_t 0.015] [optim_t 0.389] [lr 0.002208] [CE 4.286 (4.228)] [KD 3.408 (3.331)] +2024-10-17 05:30:41,902 - Train: 34.55% [432250/1251000] [345.5/1000.0] [batch_t 0.422 (0.407)] [data_t 0.016] [optim_t 0.406] [lr 0.002208] [CE 4.277 (4.190)] [KD 3.335 (3.241)] +2024-10-17 05:31:02,027 - Train: 34.56% [432300/1251000] [345.6/1000.0] [batch_t 0.363 (0.402)] [data_t 0.015] [optim_t 0.348] [lr 0.002208] [CE 4.174 (4.234)] [KD 3.134 (3.255)] +2024-10-17 05:31:22,690 - Train: 34.56% [432350/1251000] [345.6/1000.0] [batch_t 0.406 (0.413)] [data_t 0.015] [optim_t 0.391] [lr 0.002207] [CE 3.906 (4.229)] [KD 3.065 (3.245)] +2024-10-17 05:31:43,725 - Train: 34.56% [432400/1251000] [345.6/1000.0] [batch_t 0.377 (0.421)] [data_t 0.015] [optim_t 0.362] [lr 0.002207] [CE 4.040 (4.302)] [KD 3.154 (3.283)] +2024-10-17 05:32:04,435 - Train: 34.57% [432450/1251000] [345.7/1000.0] [batch_t 0.425 (0.414)] [data_t 0.015] [optim_t 0.409] [lr 0.002207] [CE 3.641 (4.202)] [KD 3.078 (3.316)] +2024-10-17 05:32:25,357 - Train: 34.57% [432500/1251000] [345.7/1000.0] [batch_t 0.407 (0.418)] [data_t 0.015] [optim_t 0.392] [lr 0.002207] [CE 4.334 (4.244)] [KD 3.517 (3.329)] +2024-10-17 05:32:46,399 - Train: 34.58% [432550/1251000] [345.8/1000.0] [batch_t 0.444 (0.421)] [data_t 0.015] [optim_t 0.429] [lr 0.002207] [CE 4.167 (4.267)] [KD 3.338 (3.395)] +2024-10-17 05:33:07,299 - Train: 34.58% [432600/1251000] [345.8/1000.0] [batch_t 0.421 (0.418)] [data_t 0.015] [optim_t 0.406] [lr 0.002207] [CE 4.759 (4.257)] [KD 3.416 (3.357)] +2024-10-17 05:33:27,766 - Train: 34.58% [432650/1251000] [345.8/1000.0] [batch_t 0.418 (0.409)] [data_t 0.015] [optim_t 0.402] [lr 0.002206] [CE 4.812 (4.240)] [KD 3.656 (3.357)] +2024-10-17 05:33:48,634 - Train: 34.59% [432700/1251000] [345.9/1000.0] [batch_t 0.505 (0.417)] [data_t 0.015] [optim_t 0.490] [lr 0.002206] [CE 3.976 (4.204)] [KD 3.280 (3.274)] +2024-10-17 05:34:09,345 - Train: 34.59% [432750/1251000] [345.9/1000.0] [batch_t 0.469 (0.414)] [data_t 0.015] [optim_t 0.454] [lr 0.002206] [CE 4.023 (4.207)] [KD 3.348 (3.315)] +2024-10-17 05:34:29,849 - Train: 34.60% [432800/1251000] [346.0/1000.0] [batch_t 0.404 (0.410)] [data_t 0.015] [optim_t 0.389] [lr 0.002206] [CE 3.806 (4.228)] [KD 3.204 (3.300)] +2024-10-17 05:35:09,231 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 37949] [top5_cnt 46624] [top_all 50000] +2024-10-17 05:35:09,232 - net: 75.898 (93.248) +2024-10-17 05:35:29,924 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.407)] [top1_cnt 40026] [top5_cnt 47566] [top_all 50000] +2024-10-17 05:35:29,925 - net_E: 80.052 (95.132) +2024-10-17 05:35:30,063 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 05:35:30,063 - ==> Total time: 2 days, 5:53:38 Eta: 4 days, 5:52:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 05:35:37,774 - Train: 34.60% [432850/1251000] [346.0/1000.0] [batch_t 0.361 (1.536)] [data_t 0.015] [optim_t 0.345] [lr 0.002206] [CE 4.127 (3.990)] [KD 3.122 (3.145)] +2024-10-17 05:35:57,326 - Train: 34.60% [432900/1251000] [346.0/1000.0] [batch_t 0.568 (0.391)] [data_t 0.053] [optim_t 0.515] [lr 0.002206] [CE 3.753 (4.255)] [KD 3.282 (3.306)] +2024-10-17 05:36:18,956 - Train: 34.61% [432950/1251000] [346.1/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.002205] [CE 4.316 (4.240)] [KD 3.470 (3.322)] +2024-10-17 05:36:40,341 - Train: 34.61% [433000/1251000] [346.1/1000.0] [batch_t 0.359 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002205] [CE 4.507 (4.188)] [KD 3.330 (3.292)] +2024-10-17 05:37:01,610 - Train: 34.62% [433050/1251000] [346.2/1000.0] [batch_t 0.456 (0.425)] [data_t 0.015] [optim_t 0.440] [lr 0.002205] [CE 3.832 (4.223)] [KD 3.183 (3.280)] +2024-10-17 05:37:23,210 - Train: 34.62% [433100/1251000] [346.2/1000.0] [batch_t 0.463 (0.432)] [data_t 0.015] [optim_t 0.447] [lr 0.002205] [CE 4.325 (4.194)] [KD 3.396 (3.283)] +2024-10-17 05:37:44,470 - Train: 34.62% [433150/1251000] [346.2/1000.0] [batch_t 0.358 (0.425)] [data_t 0.015] [optim_t 0.343] [lr 0.002205] [CE 3.997 (4.208)] [KD 2.963 (3.268)] +2024-10-17 05:38:05,764 - Train: 34.63% [433200/1251000] [346.3/1000.0] [batch_t 0.445 (0.426)] [data_t 0.015] [optim_t 0.430] [lr 0.002205] [CE 3.800 (4.195)] [KD 3.021 (3.256)] +2024-10-17 05:38:26,973 - Train: 34.63% [433250/1251000] [346.3/1000.0] [batch_t 0.462 (0.424)] [data_t 0.015] [optim_t 0.447] [lr 0.002204] [CE 4.133 (4.219)] [KD 3.294 (3.301)] +2024-10-17 05:38:48,398 - Train: 34.64% [433300/1251000] [346.4/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.002204] [CE 4.532 (4.254)] [KD 3.394 (3.281)] +2024-10-17 05:39:09,044 - Train: 34.64% [433350/1251000] [346.4/1000.0] [batch_t 0.362 (0.413)] [data_t 0.015] [optim_t 0.347] [lr 0.002204] [CE 4.003 (4.271)] [KD 3.368 (3.308)] +2024-10-17 05:39:30,457 - Train: 34.64% [433400/1251000] [346.4/1000.0] [batch_t 0.472 (0.428)] [data_t 0.015] [optim_t 0.456] [lr 0.002204] [CE 4.653 (4.231)] [KD 3.428 (3.300)] +2024-10-17 05:39:52,433 - Train: 34.65% [433450/1251000] [346.5/1000.0] [batch_t 0.434 (0.439)] [data_t 0.015] [optim_t 0.419] [lr 0.002204] [CE 4.263 (4.231)] [KD 2.985 (3.261)] +2024-10-17 05:40:13,238 - Train: 34.65% [433500/1251000] [346.5/1000.0] [batch_t 0.382 (0.416)] [data_t 0.015] [optim_t 0.366] [lr 0.002204] [CE 4.439 (4.262)] [KD 3.278 (3.294)] +2024-10-17 05:40:34,361 - Train: 34.66% [433550/1251000] [346.6/1000.0] [batch_t 0.361 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.002203] [CE 4.269 (4.340)] [KD 3.266 (3.321)] +2024-10-17 05:40:55,766 - Train: 34.66% [433600/1251000] [346.6/1000.0] [batch_t 0.396 (0.428)] [data_t 0.015] [optim_t 0.381] [lr 0.002203] [CE 4.708 (4.207)] [KD 3.702 (3.314)] +2024-10-17 05:41:16,705 - Train: 34.66% [433650/1251000] [346.6/1000.0] [batch_t 0.415 (0.419)] [data_t 0.015] [optim_t 0.400] [lr 0.002203] [CE 4.092 (4.198)] [KD 3.052 (3.313)] +2024-10-17 05:41:37,774 - Train: 34.67% [433700/1251000] [346.7/1000.0] [batch_t 0.543 (0.421)] [data_t 0.016] [optim_t 0.527] [lr 0.002203] [CE 3.707 (4.240)] [KD 3.202 (3.343)] +2024-10-17 05:41:59,683 - Train: 34.67% [433750/1251000] [346.7/1000.0] [batch_t 0.408 (0.438)] [data_t 0.015] [optim_t 0.392] [lr 0.002203] [CE 4.284 (4.260)] [KD 3.395 (3.301)] +2024-10-17 05:42:22,236 - Train: 34.68% [433800/1251000] [346.8/1000.0] [batch_t 0.460 (0.451)] [data_t 0.015] [optim_t 0.445] [lr 0.002203] [CE 4.190 (4.307)] [KD 3.399 (3.348)] +2024-10-17 05:42:44,668 - Train: 34.68% [433850/1251000] [346.8/1000.0] [batch_t 0.473 (0.449)] [data_t 0.015] [optim_t 0.458] [lr 0.002202] [CE 3.992 (4.204)] [KD 3.148 (3.298)] +2024-10-17 05:43:06,778 - Train: 34.68% [433900/1251000] [346.8/1000.0] [batch_t 0.441 (0.442)] [data_t 0.015] [optim_t 0.426] [lr 0.002202] [CE 3.783 (4.200)] [KD 3.069 (3.304)] +2024-10-17 05:43:29,090 - Train: 34.69% [433950/1251000] [346.9/1000.0] [batch_t 0.513 (0.446)] [data_t 0.015] [optim_t 0.497] [lr 0.002202] [CE 4.300 (4.232)] [KD 3.379 (3.319)] +2024-10-17 05:43:50,899 - Train: 34.69% [434000/1251000] [346.9/1000.0] [batch_t 0.851 (0.436)] [data_t 0.015] [optim_t 0.836] [lr 0.002202] [CE 4.395 (4.239)] [KD 3.403 (3.351)] +2024-10-17 05:44:10,461 - Train: 34.70% [434050/1251000] [347.0/1000.0] [batch_t 0.406 (0.391)] [data_t 0.015] [optim_t 0.391] [lr 0.002202] [CE 4.307 (4.201)] [KD 3.315 (3.333)] +2024-10-17 05:44:50,168 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 38107] [top5_cnt 46620] [top_all 50000] +2024-10-17 05:44:50,168 - net: 76.214 (93.240) +2024-10-17 05:45:11,375 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40063] [top5_cnt 47588] [top_all 50000] +2024-10-17 05:45:11,376 - net_E: 80.126 (95.176) +2024-10-17 05:45:11,526 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 05:45:11,526 - ==> Total time: 2 days, 6:03:20 Eta: 4 days, 5:43:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 05:45:18,382 - Train: 34.70% [434100/1251000] [347.0/1000.0] [batch_t 0.359 (1.807)] [data_t 0.015] [optim_t 0.344] [lr 0.002202] [CE 3.532 (3.732)] [KD 3.083 (3.048)] +2024-10-17 05:45:38,630 - Train: 34.70% [434150/1251000] [347.0/1000.0] [batch_t 0.471 (0.405)] [data_t 0.015] [optim_t 0.456] [lr 0.002201] [CE 3.700 (4.244)] [KD 3.000 (3.280)] +2024-10-17 05:46:01,051 - Train: 34.71% [434200/1251000] [347.1/1000.0] [batch_t 0.433 (0.448)] [data_t 0.015] [optim_t 0.418] [lr 0.002201] [CE 4.230 (4.252)] [KD 3.172 (3.316)] +2024-10-17 05:46:22,023 - Train: 34.71% [434250/1251000] [347.1/1000.0] [batch_t 0.495 (0.419)] [data_t 0.015] [optim_t 0.479] [lr 0.002201] [CE 3.453 (4.259)] [KD 3.085 (3.300)] +2024-10-17 05:46:43,250 - Train: 34.72% [434300/1251000] [347.2/1000.0] [batch_t 0.456 (0.424)] [data_t 0.016] [optim_t 0.440] [lr 0.002201] [CE 3.754 (4.231)] [KD 3.097 (3.276)] +2024-10-17 05:47:04,099 - Train: 34.72% [434350/1251000] [347.2/1000.0] [batch_t 0.414 (0.417)] [data_t 0.015] [optim_t 0.399] [lr 0.002201] [CE 3.844 (4.201)] [KD 3.346 (3.287)] +2024-10-17 05:47:24,971 - Train: 34.72% [434400/1251000] [347.2/1000.0] [batch_t 0.464 (0.417)] [data_t 0.015] [optim_t 0.449] [lr 0.002201] [CE 4.211 (4.217)] [KD 3.237 (3.312)] +2024-10-17 05:47:46,067 - Train: 34.73% [434450/1251000] [347.3/1000.0] [batch_t 0.432 (0.422)] [data_t 0.016] [optim_t 0.416] [lr 0.002200] [CE 4.050 (4.199)] [KD 3.270 (3.295)] +2024-10-17 05:48:08,026 - Train: 34.73% [434500/1251000] [347.3/1000.0] [batch_t 0.446 (0.439)] [data_t 0.016] [optim_t 0.430] [lr 0.002200] [CE 4.136 (4.214)] [KD 3.449 (3.337)] +2024-10-17 05:48:29,078 - Train: 34.74% [434550/1251000] [347.4/1000.0] [batch_t 0.438 (0.421)] [data_t 0.015] [optim_t 0.422] [lr 0.002200] [CE 4.433 (4.177)] [KD 3.413 (3.243)] +2024-10-17 05:48:50,290 - Train: 34.74% [434600/1251000] [347.4/1000.0] [batch_t 0.481 (0.424)] [data_t 0.016] [optim_t 0.465] [lr 0.002200] [CE 3.461 (4.210)] [KD 2.885 (3.222)] +2024-10-17 05:49:11,103 - Train: 34.74% [434650/1251000] [347.4/1000.0] [batch_t 0.390 (0.416)] [data_t 0.015] [optim_t 0.374] [lr 0.002200] [CE 4.026 (4.141)] [KD 3.445 (3.265)] +2024-10-17 05:49:32,490 - Train: 34.75% [434700/1251000] [347.5/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002200] [CE 4.234 (4.268)] [KD 3.342 (3.349)] +2024-10-17 05:49:53,893 - Train: 34.75% [434750/1251000] [347.5/1000.0] [batch_t 0.415 (0.428)] [data_t 0.015] [optim_t 0.400] [lr 0.002199] [CE 4.457 (4.209)] [KD 3.431 (3.297)] +2024-10-17 05:50:15,203 - Train: 34.76% [434800/1251000] [347.6/1000.0] [batch_t 0.480 (0.426)] [data_t 0.015] [optim_t 0.464] [lr 0.002199] [CE 4.301 (4.240)] [KD 3.137 (3.305)] +2024-10-17 05:50:36,700 - Train: 34.76% [434850/1251000] [347.6/1000.0] [batch_t 0.446 (0.430)] [data_t 0.015] [optim_t 0.431] [lr 0.002199] [CE 3.764 (4.299)] [KD 3.011 (3.367)] +2024-10-17 05:50:58,296 - Train: 34.76% [434900/1251000] [347.6/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.348] [lr 0.002199] [CE 4.171 (4.217)] [KD 3.311 (3.321)] +2024-10-17 05:51:20,684 - Train: 34.77% [434950/1251000] [347.7/1000.0] [batch_t 0.457 (0.448)] [data_t 0.016] [optim_t 0.441] [lr 0.002199] [CE 4.003 (4.231)] [KD 3.094 (3.290)] +2024-10-17 05:51:43,219 - Train: 34.77% [435000/1251000] [347.7/1000.0] [batch_t 0.403 (0.451)] [data_t 0.016] [optim_t 0.387] [lr 0.002199] [CE 4.507 (4.165)] [KD 3.302 (3.274)] +2024-10-17 05:52:05,197 - Train: 34.78% [435050/1251000] [347.8/1000.0] [batch_t 0.430 (0.439)] [data_t 0.015] [optim_t 0.415] [lr 0.002198] [CE 4.785 (4.190)] [KD 3.662 (3.261)] +2024-10-17 05:52:27,446 - Train: 34.78% [435100/1251000] [347.8/1000.0] [batch_t 0.446 (0.445)] [data_t 0.016] [optim_t 0.430] [lr 0.002198] [CE 4.321 (4.272)] [KD 3.291 (3.369)] +2024-10-17 05:52:49,468 - Train: 34.78% [435150/1251000] [347.8/1000.0] [batch_t 0.362 (0.440)] [data_t 0.015] [optim_t 0.347] [lr 0.002198] [CE 3.715 (4.203)] [KD 2.832 (3.296)] +2024-10-17 05:53:12,039 - Train: 34.79% [435200/1251000] [347.9/1000.0] [batch_t 0.455 (0.451)] [data_t 0.015] [optim_t 0.439] [lr 0.002198] [CE 4.547 (4.254)] [KD 3.431 (3.317)] +2024-10-17 05:53:34,369 - Train: 34.79% [435250/1251000] [347.9/1000.0] [batch_t 0.416 (0.446)] [data_t 0.015] [optim_t 0.400] [lr 0.002198] [CE 4.406 (4.293)] [KD 3.331 (3.333)] +2024-10-17 05:53:56,450 - Train: 34.80% [435300/1251000] [348.0/1000.0] [batch_t 0.412 (0.442)] [data_t 0.015] [optim_t 0.397] [lr 0.002198] [CE 4.490 (4.246)] [KD 3.422 (3.330)] +2024-10-17 05:54:37,304 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 37638] [top5_cnt 46451] [top_all 50000] +2024-10-17 05:54:37,304 - net: 75.276 (92.902) +2024-10-17 05:54:58,669 - Test (net_E): 100.00% [50/50] [batch_t 0.142 (0.421)] [top1_cnt 40037] [top5_cnt 47584] [top_all 50000] +2024-10-17 05:54:58,670 - net_E: 80.074 (95.168) +2024-10-17 05:54:58,825 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 05:54:58,826 - ==> Total time: 2 days, 6:13:07 Eta: 4 days, 5:34:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 05:55:06,475 - Train: 34.80% [435350/1251000] [348.0/1000.0] [batch_t 0.366 (3.004)] [data_t 0.015] [optim_t 0.351] [lr 0.002197] [CE 4.531 (4.563)] [KD 3.591 (3.534)] +2024-10-17 05:55:25,817 - Train: 34.80% [435400/1251000] [348.0/1000.0] [batch_t 0.384 (0.387)] [data_t 0.015] [optim_t 0.368] [lr 0.002197] [CE 3.645 (4.208)] [KD 3.026 (3.260)] +2024-10-17 05:55:48,308 - Train: 34.81% [435450/1251000] [348.1/1000.0] [batch_t 0.435 (0.450)] [data_t 0.015] [optim_t 0.420] [lr 0.002197] [CE 4.321 (4.222)] [KD 3.323 (3.292)] +2024-10-17 05:56:09,617 - Train: 34.81% [435500/1251000] [348.1/1000.0] [batch_t 0.567 (0.426)] [data_t 0.015] [optim_t 0.552] [lr 0.002197] [CE 3.908 (4.211)] [KD 3.069 (3.296)] +2024-10-17 05:56:30,580 - Train: 34.82% [435550/1251000] [348.2/1000.0] [batch_t 0.448 (0.419)] [data_t 0.015] [optim_t 0.433] [lr 0.002197] [CE 4.499 (4.243)] [KD 3.559 (3.261)] +2024-10-17 05:56:51,804 - Train: 34.82% [435600/1251000] [348.2/1000.0] [batch_t 0.425 (0.424)] [data_t 0.016] [optim_t 0.410] [lr 0.002197] [CE 4.463 (4.253)] [KD 3.394 (3.273)] +2024-10-17 05:57:12,894 - Train: 34.82% [435650/1251000] [348.2/1000.0] [batch_t 0.440 (0.422)] [data_t 0.016] [optim_t 0.425] [lr 0.002196] [CE 4.254 (4.176)] [KD 3.268 (3.298)] +2024-10-17 05:57:34,139 - Train: 34.83% [435700/1251000] [348.3/1000.0] [batch_t 0.365 (0.425)] [data_t 0.016] [optim_t 0.349] [lr 0.002196] [CE 4.497 (4.220)] [KD 3.577 (3.291)] +2024-10-17 05:57:54,892 - Train: 34.83% [435750/1251000] [348.3/1000.0] [batch_t 0.373 (0.415)] [data_t 0.016] [optim_t 0.358] [lr 0.002196] [CE 4.293 (4.235)] [KD 3.202 (3.311)] +2024-10-17 05:58:15,590 - Train: 34.84% [435800/1251000] [348.4/1000.0] [batch_t 0.423 (0.414)] [data_t 0.016] [optim_t 0.407] [lr 0.002196] [CE 3.850 (4.201)] [KD 3.088 (3.299)] +2024-10-17 05:58:36,026 - Train: 34.84% [435850/1251000] [348.4/1000.0] [batch_t 0.464 (0.409)] [data_t 0.016] [optim_t 0.448] [lr 0.002196] [CE 4.488 (4.270)] [KD 3.403 (3.331)] +2024-10-17 05:58:56,838 - Train: 34.84% [435900/1251000] [348.4/1000.0] [batch_t 0.392 (0.416)] [data_t 0.015] [optim_t 0.376] [lr 0.002196] [CE 3.880 (4.229)] [KD 3.090 (3.346)] +2024-10-17 05:59:17,278 - Train: 34.85% [435950/1251000] [348.5/1000.0] [batch_t 0.414 (0.409)] [data_t 0.015] [optim_t 0.399] [lr 0.002195] [CE 4.014 (4.243)] [KD 3.212 (3.356)] +2024-10-17 05:59:38,306 - Train: 34.85% [436000/1251000] [348.5/1000.0] [batch_t 0.362 (0.420)] [data_t 0.015] [optim_t 0.347] [lr 0.002195] [CE 3.979 (4.212)] [KD 3.201 (3.276)] +2024-10-17 06:00:00,404 - Train: 34.86% [436050/1251000] [348.6/1000.0] [batch_t 0.381 (0.442)] [data_t 0.015] [optim_t 0.366] [lr 0.002195] [CE 3.741 (4.219)] [KD 2.938 (3.335)] +2024-10-17 06:00:22,313 - Train: 34.86% [436100/1251000] [348.6/1000.0] [batch_t 0.435 (0.438)] [data_t 0.015] [optim_t 0.419] [lr 0.002195] [CE 4.150 (4.227)] [KD 3.302 (3.337)] +2024-10-17 06:00:43,821 - Train: 34.86% [436150/1251000] [348.6/1000.0] [batch_t 0.464 (0.430)] [data_t 0.015] [optim_t 0.449] [lr 0.002195] [CE 4.314 (4.187)] [KD 3.234 (3.265)] +2024-10-17 06:01:05,320 - Train: 34.87% [436200/1251000] [348.7/1000.0] [batch_t 0.415 (0.430)] [data_t 0.016] [optim_t 0.399] [lr 0.002195] [CE 4.586 (4.252)] [KD 3.562 (3.376)] +2024-10-17 06:01:26,705 - Train: 34.87% [436250/1251000] [348.7/1000.0] [batch_t 0.469 (0.428)] [data_t 0.015] [optim_t 0.453] [lr 0.002194] [CE 4.069 (4.205)] [KD 3.359 (3.307)] +2024-10-17 06:01:47,166 - Train: 34.88% [436300/1251000] [348.8/1000.0] [batch_t 0.388 (0.409)] [data_t 0.016] [optim_t 0.372] [lr 0.002194] [CE 3.727 (4.154)] [KD 3.114 (3.255)] +2024-10-17 06:02:08,073 - Train: 34.88% [436350/1251000] [348.8/1000.0] [batch_t 0.489 (0.418)] [data_t 0.015] [optim_t 0.474] [lr 0.002194] [CE 3.942 (4.265)] [KD 3.257 (3.355)] +2024-10-17 06:02:30,154 - Train: 34.88% [436400/1251000] [348.8/1000.0] [batch_t 0.399 (0.442)] [data_t 0.015] [optim_t 0.384] [lr 0.002194] [CE 4.236 (4.253)] [KD 3.315 (3.290)] +2024-10-17 06:02:50,802 - Train: 34.89% [436450/1251000] [348.9/1000.0] [batch_t 0.447 (0.413)] [data_t 0.016] [optim_t 0.432] [lr 0.002194] [CE 4.327 (4.208)] [KD 3.328 (3.243)] +2024-10-17 06:03:11,309 - Train: 34.89% [436500/1251000] [348.9/1000.0] [batch_t 0.453 (0.410)] [data_t 0.015] [optim_t 0.438] [lr 0.002194] [CE 4.490 (4.198)] [KD 3.449 (3.295)] +2024-10-17 06:03:31,815 - Train: 34.90% [436550/1251000] [349.0/1000.0] [batch_t 0.419 (0.410)] [data_t 0.015] [optim_t 0.403] [lr 0.002193] [CE 3.803 (4.266)] [KD 3.300 (3.322)] +2024-10-17 06:04:13,492 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.443)] [top1_cnt 37891] [top5_cnt 46556] [top_all 50000] +2024-10-17 06:04:13,493 - net: 75.782 (93.112) +2024-10-17 06:04:34,998 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 40071] [top5_cnt 47586] [top_all 50000] +2024-10-17 06:04:34,998 - net_E: 80.142 (95.172) +2024-10-17 06:04:35,133 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 06:04:35,134 - ==> Total time: 2 days, 6:22:43 Eta: 4 days, 5:26:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 06:04:41,330 - Train: 34.90% [436600/1251000] [349.0/1000.0] [batch_t 4.790 (4.790)] [data_t 4.434] [optim_t 0.355] [lr 0.002193] [CE 4.554 (4.554)] [KD 3.460 (3.460)] +2024-10-17 06:05:02,423 - Train: 34.90% [436650/1251000] [349.0/1000.0] [batch_t 0.469 (0.422)] [data_t 0.055] [optim_t 0.414] [lr 0.002193] [CE 4.343 (4.228)] [KD 3.259 (3.286)] +2024-10-17 06:05:24,709 - Train: 34.91% [436700/1251000] [349.1/1000.0] [batch_t 0.404 (0.446)] [data_t 0.057] [optim_t 0.347] [lr 0.002193] [CE 3.663 (4.225)] [KD 3.130 (3.271)] +2024-10-17 06:05:47,068 - Train: 34.91% [436750/1251000] [349.1/1000.0] [batch_t 0.391 (0.447)] [data_t 0.048] [optim_t 0.343] [lr 0.002193] [CE 4.277 (4.202)] [KD 3.401 (3.279)] +2024-10-17 06:06:09,365 - Train: 34.92% [436800/1251000] [349.2/1000.0] [batch_t 0.408 (0.446)] [data_t 0.067] [optim_t 0.341] [lr 0.002193] [CE 4.379 (4.172)] [KD 3.438 (3.225)] +2024-10-17 06:06:31,230 - Train: 34.92% [436850/1251000] [349.2/1000.0] [batch_t 0.430 (0.437)] [data_t 0.085] [optim_t 0.345] [lr 0.002192] [CE 4.024 (4.161)] [KD 3.373 (3.260)] +2024-10-17 06:06:52,524 - Train: 34.92% [436900/1251000] [349.2/1000.0] [batch_t 0.444 (0.426)] [data_t 0.103] [optim_t 0.341] [lr 0.002192] [CE 4.559 (4.208)] [KD 3.333 (3.264)] +2024-10-17 06:07:13,810 - Train: 34.93% [436950/1251000] [349.3/1000.0] [batch_t 0.457 (0.426)] [data_t 0.115] [optim_t 0.342] [lr 0.002192] [CE 4.315 (4.165)] [KD 3.486 (3.273)] +2024-10-17 06:07:34,962 - Train: 34.93% [437000/1251000] [349.3/1000.0] [batch_t 0.436 (0.423)] [data_t 0.091] [optim_t 0.345] [lr 0.002192] [CE 3.921 (4.126)] [KD 2.995 (3.240)] +2024-10-17 06:07:56,398 - Train: 34.94% [437050/1251000] [349.4/1000.0] [batch_t 0.401 (0.429)] [data_t 0.046] [optim_t 0.355] [lr 0.002192] [CE 4.522 (4.250)] [KD 3.336 (3.287)] +2024-10-17 06:08:18,015 - Train: 34.94% [437100/1251000] [349.4/1000.0] [batch_t 0.415 (0.432)] [data_t 0.015] [optim_t 0.400] [lr 0.002192] [CE 4.705 (4.251)] [KD 3.375 (3.323)] +2024-10-17 06:08:39,754 - Train: 34.94% [437150/1251000] [349.4/1000.0] [batch_t 0.435 (0.435)] [data_t 0.015] [optim_t 0.420] [lr 0.002192] [CE 4.021 (4.201)] [KD 3.223 (3.266)] +2024-10-17 06:09:01,994 - Train: 34.95% [437200/1251000] [349.5/1000.0] [batch_t 0.471 (0.445)] [data_t 0.015] [optim_t 0.455] [lr 0.002191] [CE 4.082 (4.232)] [KD 3.249 (3.253)] +2024-10-17 06:09:22,594 - Train: 34.95% [437250/1251000] [349.5/1000.0] [batch_t 0.361 (0.412)] [data_t 0.015] [optim_t 0.346] [lr 0.002191] [CE 4.367 (4.288)] [KD 3.535 (3.329)] +2024-10-17 06:09:43,633 - Train: 34.96% [437300/1251000] [349.6/1000.0] [batch_t 0.451 (0.421)] [data_t 0.015] [optim_t 0.436] [lr 0.002191] [CE 3.974 (4.213)] [KD 3.113 (3.260)] +2024-10-17 06:10:04,710 - Train: 34.96% [437350/1251000] [349.6/1000.0] [batch_t 0.364 (0.421)] [data_t 0.016] [optim_t 0.349] [lr 0.002191] [CE 4.224 (4.208)] [KD 3.408 (3.268)] +2024-10-17 06:10:25,402 - Train: 34.96% [437400/1251000] [349.6/1000.0] [batch_t 0.422 (0.414)] [data_t 0.016] [optim_t 0.406] [lr 0.002191] [CE 4.065 (4.213)] [KD 3.140 (3.279)] +2024-10-17 06:10:46,146 - Train: 34.97% [437450/1251000] [349.7/1000.0] [batch_t 0.384 (0.415)] [data_t 0.015] [optim_t 0.369] [lr 0.002191] [CE 4.270 (4.114)] [KD 3.253 (3.253)] +2024-10-17 06:11:07,577 - Train: 34.97% [437500/1251000] [349.7/1000.0] [batch_t 0.462 (0.428)] [data_t 0.016] [optim_t 0.447] [lr 0.002190] [CE 4.385 (4.255)] [KD 3.266 (3.304)] +2024-10-17 06:11:29,556 - Train: 34.98% [437550/1251000] [349.8/1000.0] [batch_t 0.452 (0.439)] [data_t 0.015] [optim_t 0.436] [lr 0.002190] [CE 4.112 (4.180)] [KD 3.207 (3.288)] +2024-10-17 06:11:51,405 - Train: 34.98% [437600/1251000] [349.8/1000.0] [batch_t 0.421 (0.437)] [data_t 0.015] [optim_t 0.405] [lr 0.002190] [CE 4.335 (4.270)] [KD 3.592 (3.331)] +2024-10-17 06:12:12,809 - Train: 34.98% [437650/1251000] [349.8/1000.0] [batch_t 0.467 (0.428)] [data_t 0.015] [optim_t 0.451] [lr 0.002190] [CE 4.536 (4.232)] [KD 3.585 (3.314)] +2024-10-17 06:12:34,492 - Train: 34.99% [437700/1251000] [349.9/1000.0] [batch_t 0.395 (0.434)] [data_t 0.015] [optim_t 0.379] [lr 0.002190] [CE 3.875 (4.164)] [KD 3.086 (3.265)] +2024-10-17 06:12:55,810 - Train: 34.99% [437750/1251000] [349.9/1000.0] [batch_t 0.367 (0.426)] [data_t 0.015] [optim_t 0.351] [lr 0.002190] [CE 4.300 (4.260)] [KD 3.245 (3.319)] +2024-10-17 06:13:17,408 - Train: 35.00% [437800/1251000] [350.0/1000.0] [batch_t 0.441 (0.432)] [data_t 0.016] [optim_t 0.425] [lr 0.002189] [CE 3.803 (4.161)] [KD 2.953 (3.263)] +2024-10-17 06:13:38,177 - Train: 35.00% [437850/1251000] [350.0/1000.0] [batch_t 0.454 (0.415)] [data_t 0.015] [optim_t 0.439] [lr 0.002189] [CE 3.504 (4.174)] [KD 3.196 (3.287)] +2024-10-17 06:14:00,051 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 37883] [top5_cnt 46636] [top_all 50000] +2024-10-17 06:14:00,052 - net: 75.766 (93.272) +2024-10-17 06:14:22,534 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 40066] [top5_cnt 47596] [top_all 50000] +2024-10-17 06:14:22,534 - net_E: 80.132 (95.192) +2024-10-17 06:14:22,696 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 06:14:22,696 - ==> Total time: 2 days, 6:32:31 Eta: 4 days, 5:17:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 06:14:47,749 - Train: 35.00% [437900/1251000] [350.0/1000.0] [batch_t 0.646 (0.474)] [data_t 0.089] [optim_t 0.557] [lr 0.002189] [CE 4.173 (4.251)] [KD 3.380 (3.312)] +2024-10-17 06:15:08,373 - Train: 35.01% [437950/1251000] [350.1/1000.0] [batch_t 0.464 (0.412)] [data_t 0.120] [optim_t 0.344] [lr 0.002189] [CE 4.300 (4.225)] [KD 3.432 (3.297)] +2024-10-17 06:15:29,425 - Train: 35.01% [438000/1251000] [350.1/1000.0] [batch_t 0.420 (0.421)] [data_t 0.079] [optim_t 0.340] [lr 0.002189] [CE 4.376 (4.260)] [KD 3.233 (3.301)] +2024-10-17 06:15:50,788 - Train: 35.02% [438050/1251000] [350.2/1000.0] [batch_t 0.421 (0.427)] [data_t 0.076] [optim_t 0.345] [lr 0.002189] [CE 4.390 (4.233)] [KD 3.305 (3.243)] +2024-10-17 06:16:11,771 - Train: 35.02% [438100/1251000] [350.2/1000.0] [batch_t 0.474 (0.420)] [data_t 0.133] [optim_t 0.340] [lr 0.002188] [CE 4.162 (4.200)] [KD 3.430 (3.236)] +2024-10-17 06:16:33,770 - Train: 35.02% [438150/1251000] [350.2/1000.0] [batch_t 0.364 (0.440)] [data_t 0.015] [optim_t 0.348] [lr 0.002188] [CE 3.891 (4.156)] [KD 3.013 (3.243)] +2024-10-17 06:16:55,049 - Train: 35.03% [438200/1251000] [350.3/1000.0] [batch_t 0.443 (0.425)] [data_t 0.098] [optim_t 0.344] [lr 0.002188] [CE 4.592 (4.230)] [KD 3.463 (3.300)] +2024-10-17 06:17:16,968 - Train: 35.03% [438250/1251000] [350.3/1000.0] [batch_t 0.403 (0.438)] [data_t 0.061] [optim_t 0.342] [lr 0.002188] [CE 4.228 (4.178)] [KD 3.207 (3.313)] +2024-10-17 06:17:38,643 - Train: 35.04% [438300/1251000] [350.4/1000.0] [batch_t 0.421 (0.433)] [data_t 0.076] [optim_t 0.344] [lr 0.002188] [CE 4.239 (4.232)] [KD 3.330 (3.260)] +2024-10-17 06:18:00,571 - Train: 35.04% [438350/1251000] [350.4/1000.0] [batch_t 0.434 (0.438)] [data_t 0.091] [optim_t 0.342] [lr 0.002188] [CE 3.992 (4.297)] [KD 3.252 (3.354)] +2024-10-17 06:18:21,810 - Train: 35.04% [438400/1251000] [350.4/1000.0] [batch_t 0.364 (0.425)] [data_t 0.015] [optim_t 0.348] [lr 0.002187] [CE 4.661 (4.281)] [KD 3.516 (3.318)] +2024-10-17 06:18:42,984 - Train: 35.05% [438450/1251000] [350.5/1000.0] [batch_t 0.417 (0.423)] [data_t 0.072] [optim_t 0.345] [lr 0.002187] [CE 4.078 (4.290)] [KD 3.291 (3.306)] +2024-10-17 06:19:03,726 - Train: 35.05% [438500/1251000] [350.5/1000.0] [batch_t 0.428 (0.415)] [data_t 0.085] [optim_t 0.343] [lr 0.002187] [CE 4.675 (4.141)] [KD 3.527 (3.231)] +2024-10-17 06:19:24,872 - Train: 35.06% [438550/1251000] [350.6/1000.0] [batch_t 0.526 (0.423)] [data_t 0.183] [optim_t 0.343] [lr 0.002187] [CE 4.541 (4.240)] [KD 3.381 (3.285)] +2024-10-17 06:19:45,975 - Train: 35.06% [438600/1251000] [350.6/1000.0] [batch_t 0.378 (0.422)] [data_t 0.035] [optim_t 0.343] [lr 0.002187] [CE 4.022 (4.268)] [KD 3.278 (3.313)] +2024-10-17 06:20:07,224 - Train: 35.06% [438650/1251000] [350.6/1000.0] [batch_t 0.374 (0.425)] [data_t 0.030] [optim_t 0.344] [lr 0.002187] [CE 4.181 (4.309)] [KD 3.409 (3.336)] +2024-10-17 06:20:27,837 - Train: 35.07% [438700/1251000] [350.7/1000.0] [batch_t 0.363 (0.412)] [data_t 0.018] [optim_t 0.344] [lr 0.002186] [CE 4.263 (4.236)] [KD 3.168 (3.270)] +2024-10-17 06:20:48,640 - Train: 35.07% [438750/1251000] [350.7/1000.0] [batch_t 0.464 (0.416)] [data_t 0.122] [optim_t 0.342] [lr 0.002186] [CE 3.952 (4.190)] [KD 3.139 (3.263)] +2024-10-17 06:21:09,456 - Train: 35.08% [438800/1251000] [350.8/1000.0] [batch_t 0.450 (0.416)] [data_t 0.107] [optim_t 0.343] [lr 0.002186] [CE 4.147 (4.228)] [KD 3.359 (3.327)] +2024-10-17 06:21:30,194 - Train: 35.08% [438850/1251000] [350.8/1000.0] [batch_t 0.381 (0.415)] [data_t 0.015] [optim_t 0.365] [lr 0.002186] [CE 3.893 (4.260)] [KD 2.981 (3.331)] +2024-10-17 06:21:51,918 - Train: 35.08% [438900/1251000] [350.8/1000.0] [batch_t 0.449 (0.434)] [data_t 0.015] [optim_t 0.434] [lr 0.002186] [CE 4.296 (4.240)] [KD 3.395 (3.278)] +2024-10-17 06:22:13,512 - Train: 35.09% [438950/1251000] [350.9/1000.0] [batch_t 0.438 (0.432)] [data_t 0.015] [optim_t 0.423] [lr 0.002186] [CE 5.052 (4.252)] [KD 3.717 (3.309)] +2024-10-17 06:22:35,237 - Train: 35.09% [439000/1251000] [350.9/1000.0] [batch_t 0.465 (0.434)] [data_t 0.015] [optim_t 0.450] [lr 0.002185] [CE 3.899 (4.222)] [KD 3.154 (3.288)] +2024-10-17 06:22:57,301 - Train: 35.10% [439050/1251000] [351.0/1000.0] [batch_t 0.790 (0.441)] [data_t 0.015] [optim_t 0.775] [lr 0.002185] [CE 4.250 (4.175)] [KD 3.237 (3.278)] +2024-10-17 06:23:17,632 - Train: 35.10% [439100/1251000] [351.0/1000.0] [batch_t 0.359 (0.406)] [data_t 0.015] [optim_t 0.344] [lr 0.002185] [CE 4.416 (4.220)] [KD 3.354 (3.254)] +2024-10-17 06:23:38,918 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 38000] [top5_cnt 46586] [top_all 50000] +2024-10-17 06:23:38,919 - net: 76.000 (93.172) +2024-10-17 06:24:00,078 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 40070] [top5_cnt 47593] [top_all 50000] +2024-10-17 06:24:00,079 - net_E: 80.140 (95.186) +2024-10-17 06:24:00,236 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 06:24:00,236 - ==> Total time: 2 days, 6:42:08 Eta: 4 days, 5:08:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 06:24:24,911 - Train: 35.10% [439150/1251000] [351.0/1000.0] [batch_t 0.437 (0.470)] [data_t 0.015] [optim_t 0.422] [lr 0.002185] [CE 3.911 (4.193)] [KD 3.088 (3.204)] +2024-10-17 06:24:46,140 - Train: 35.11% [439200/1251000] [351.1/1000.0] [batch_t 0.477 (0.424)] [data_t 0.015] [optim_t 0.462] [lr 0.002185] [CE 4.434 (4.221)] [KD 3.208 (3.271)] +2024-10-17 06:25:07,949 - Train: 35.11% [439250/1251000] [351.1/1000.0] [batch_t 0.436 (0.436)] [data_t 0.016] [optim_t 0.421] [lr 0.002185] [CE 4.524 (4.214)] [KD 3.337 (3.268)] +2024-10-17 06:25:29,497 - Train: 35.12% [439300/1251000] [351.2/1000.0] [batch_t 0.389 (0.431)] [data_t 0.015] [optim_t 0.374] [lr 0.002184] [CE 4.298 (4.147)] [KD 3.110 (3.195)] +2024-10-17 06:25:50,351 - Train: 35.12% [439350/1251000] [351.2/1000.0] [batch_t 0.375 (0.417)] [data_t 0.015] [optim_t 0.360] [lr 0.002184] [CE 4.464 (4.209)] [KD 3.413 (3.246)] +2024-10-17 06:26:11,778 - Train: 35.12% [439400/1251000] [351.2/1000.0] [batch_t 0.426 (0.428)] [data_t 0.015] [optim_t 0.410] [lr 0.002184] [CE 3.960 (4.270)] [KD 2.999 (3.303)] +2024-10-17 06:26:33,279 - Train: 35.13% [439450/1251000] [351.3/1000.0] [batch_t 0.399 (0.430)] [data_t 0.016] [optim_t 0.384] [lr 0.002184] [CE 4.407 (4.274)] [KD 3.397 (3.325)] +2024-10-17 06:26:55,041 - Train: 35.13% [439500/1251000] [351.3/1000.0] [batch_t 0.360 (0.435)] [data_t 0.016] [optim_t 0.344] [lr 0.002184] [CE 4.444 (4.260)] [KD 3.352 (3.324)] +2024-10-17 06:27:16,799 - Train: 35.14% [439550/1251000] [351.4/1000.0] [batch_t 0.436 (0.435)] [data_t 0.015] [optim_t 0.420] [lr 0.002184] [CE 4.335 (4.162)] [KD 3.464 (3.298)] +2024-10-17 06:27:38,601 - Train: 35.14% [439600/1251000] [351.4/1000.0] [batch_t 0.358 (0.436)] [data_t 0.015] [optim_t 0.342] [lr 0.002183] [CE 4.252 (4.212)] [KD 3.297 (3.288)] +2024-10-17 06:28:00,183 - Train: 35.14% [439650/1251000] [351.4/1000.0] [batch_t 0.466 (0.432)] [data_t 0.015] [optim_t 0.450] [lr 0.002183] [CE 4.103 (4.260)] [KD 3.386 (3.352)] +2024-10-17 06:28:21,864 - Train: 35.15% [439700/1251000] [351.5/1000.0] [batch_t 0.359 (0.434)] [data_t 0.015] [optim_t 0.343] [lr 0.002183] [CE 4.420 (4.215)] [KD 3.679 (3.308)] +2024-10-17 06:28:42,893 - Train: 35.15% [439750/1251000] [351.5/1000.0] [batch_t 0.452 (0.420)] [data_t 0.015] [optim_t 0.437] [lr 0.002183] [CE 4.480 (4.213)] [KD 3.337 (3.286)] +2024-10-17 06:29:04,552 - Train: 35.16% [439800/1251000] [351.6/1000.0] [batch_t 0.373 (0.433)] [data_t 0.015] [optim_t 0.358] [lr 0.002183] [CE 4.469 (4.250)] [KD 3.375 (3.292)] +2024-10-17 06:29:26,044 - Train: 35.16% [439850/1251000] [351.6/1000.0] [batch_t 0.429 (0.430)] [data_t 0.015] [optim_t 0.414] [lr 0.002183] [CE 4.314 (4.221)] [KD 3.174 (3.313)] +2024-10-17 06:29:47,177 - Train: 35.16% [439900/1251000] [351.6/1000.0] [batch_t 0.446 (0.423)] [data_t 0.015] [optim_t 0.430] [lr 0.002182] [CE 3.753 (4.194)] [KD 2.913 (3.273)] +2024-10-17 06:30:08,645 - Train: 35.17% [439950/1251000] [351.7/1000.0] [batch_t 0.359 (0.429)] [data_t 0.015] [optim_t 0.344] [lr 0.002182] [CE 4.462 (4.238)] [KD 3.152 (3.240)] +2024-10-17 06:30:29,154 - Train: 35.17% [440000/1251000] [351.7/1000.0] [batch_t 0.375 (0.410)] [data_t 0.015] [optim_t 0.360] [lr 0.002182] [CE 4.452 (4.217)] [KD 3.407 (3.276)] +2024-10-17 06:30:49,919 - Train: 35.18% [440050/1251000] [351.8/1000.0] [batch_t 0.422 (0.415)] [data_t 0.015] [optim_t 0.407] [lr 0.002182] [CE 4.251 (4.266)] [KD 3.292 (3.333)] +2024-10-17 06:31:11,422 - Train: 35.18% [440100/1251000] [351.8/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.344] [lr 0.002182] [CE 4.258 (4.161)] [KD 3.495 (3.299)] +2024-10-17 06:31:33,624 - Train: 35.18% [440150/1251000] [351.8/1000.0] [batch_t 0.359 (0.444)] [data_t 0.015] [optim_t 0.343] [lr 0.002182] [CE 4.339 (4.254)] [KD 3.346 (3.320)] +2024-10-17 06:31:55,556 - Train: 35.19% [440200/1251000] [351.9/1000.0] [batch_t 0.418 (0.439)] [data_t 0.076] [optim_t 0.342] [lr 0.002181] [CE 4.053 (4.180)] [KD 3.443 (3.335)] +2024-10-17 06:32:17,408 - Train: 35.19% [440250/1251000] [351.9/1000.0] [batch_t 0.429 (0.437)] [data_t 0.087] [optim_t 0.342] [lr 0.002181] [CE 3.867 (4.141)] [KD 2.814 (3.268)] +2024-10-17 06:32:39,322 - Train: 35.20% [440300/1251000] [352.0/1000.0] [batch_t 0.374 (0.438)] [data_t 0.034] [optim_t 0.340] [lr 0.002181] [CE 4.049 (4.159)] [KD 3.291 (3.240)] +2024-10-17 06:33:00,552 - Train: 35.20% [440350/1251000] [352.0/1000.0] [batch_t 0.358 (0.424)] [data_t 0.015] [optim_t 0.343] [lr 0.002181] [CE 4.167 (4.159)] [KD 3.087 (3.242)] +2024-10-17 06:33:22,788 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 37873] [top5_cnt 46546] [top_all 50000] +2024-10-17 06:33:22,788 - net: 75.746 (93.092) +2024-10-17 06:33:43,939 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40082] [top5_cnt 47592] [top_all 50000] +2024-10-17 06:33:43,939 - net_E: 80.164 (95.184) +2024-10-17 06:33:44,090 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.164 (epoch: 331)] +2024-10-17 06:33:44,091 - ==> Total time: 2 days, 6:51:52 Eta: 4 days, 5:00:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 06:34:08,546 - Train: 35.20% [440400/1251000] [352.0/1000.0] [batch_t 0.430 (0.478)] [data_t 0.016] [optim_t 0.415] [lr 0.002181] [CE 3.601 (4.243)] [KD 2.851 (3.234)] +2024-10-17 06:34:30,306 - Train: 35.21% [440450/1251000] [352.1/1000.0] [batch_t 0.477 (0.435)] [data_t 0.015] [optim_t 0.462] [lr 0.002181] [CE 4.471 (4.206)] [KD 3.405 (3.253)] +2024-10-17 06:34:51,059 - Train: 35.21% [440500/1251000] [352.1/1000.0] [batch_t 0.372 (0.415)] [data_t 0.015] [optim_t 0.357] [lr 0.002180] [CE 4.636 (4.143)] [KD 3.536 (3.207)] +2024-10-17 06:35:12,120 - Train: 35.22% [440550/1251000] [352.2/1000.0] [batch_t 0.427 (0.421)] [data_t 0.015] [optim_t 0.412] [lr 0.002180] [CE 3.994 (4.236)] [KD 3.125 (3.283)] +2024-10-17 06:35:32,953 - Train: 35.22% [440600/1251000] [352.2/1000.0] [batch_t 0.412 (0.417)] [data_t 0.015] [optim_t 0.397] [lr 0.002180] [CE 4.375 (4.204)] [KD 3.315 (3.251)] +2024-10-17 06:35:54,570 - Train: 35.22% [440650/1251000] [352.2/1000.0] [batch_t 0.480 (0.432)] [data_t 0.015] [optim_t 0.464] [lr 0.002180] [CE 4.348 (4.223)] [KD 3.259 (3.260)] +2024-10-17 06:36:16,498 - Train: 35.23% [440700/1251000] [352.3/1000.0] [batch_t 0.405 (0.438)] [data_t 0.015] [optim_t 0.390] [lr 0.002180] [CE 3.683 (4.184)] [KD 3.136 (3.174)] +2024-10-17 06:36:36,679 - Train: 35.23% [440750/1251000] [352.3/1000.0] [batch_t 0.384 (0.404)] [data_t 0.015] [optim_t 0.369] [lr 0.002180] [CE 4.353 (4.242)] [KD 3.082 (3.234)] +2024-10-17 06:36:57,398 - Train: 35.24% [440800/1251000] [352.4/1000.0] [batch_t 0.414 (0.414)] [data_t 0.015] [optim_t 0.399] [lr 0.002179] [CE 4.487 (4.262)] [KD 3.640 (3.306)] +2024-10-17 06:37:18,332 - Train: 35.24% [440850/1251000] [352.4/1000.0] [batch_t 0.400 (0.419)] [data_t 0.015] [optim_t 0.385] [lr 0.002179] [CE 3.982 (4.176)] [KD 3.134 (3.233)] +2024-10-17 06:37:38,980 - Train: 35.24% [440900/1251000] [352.4/1000.0] [batch_t 0.358 (0.413)] [data_t 0.015] [optim_t 0.342] [lr 0.002179] [CE 3.772 (4.261)] [KD 3.170 (3.331)] +2024-10-17 06:38:00,018 - Train: 35.25% [440950/1251000] [352.5/1000.0] [batch_t 0.442 (0.421)] [data_t 0.016] [optim_t 0.427] [lr 0.002179] [CE 4.240 (4.189)] [KD 3.379 (3.272)] +2024-10-17 06:38:21,093 - Train: 35.25% [441000/1251000] [352.5/1000.0] [batch_t 0.403 (0.421)] [data_t 0.015] [optim_t 0.387] [lr 0.002179] [CE 4.149 (4.213)] [KD 3.133 (3.252)] +2024-10-17 06:38:42,072 - Train: 35.26% [441050/1251000] [352.6/1000.0] [batch_t 0.479 (0.419)] [data_t 0.083] [optim_t 0.396] [lr 0.002179] [CE 4.536 (4.191)] [KD 3.460 (3.278)] +2024-10-17 06:39:03,405 - Train: 35.26% [441100/1251000] [352.6/1000.0] [batch_t 0.406 (0.427)] [data_t 0.063] [optim_t 0.343] [lr 0.002178] [CE 3.735 (4.185)] [KD 3.087 (3.269)] +2024-10-17 06:39:25,282 - Train: 35.26% [441150/1251000] [352.6/1000.0] [batch_t 0.398 (0.437)] [data_t 0.015] [optim_t 0.382] [lr 0.002178] [CE 4.163 (4.240)] [KD 3.301 (3.311)] +2024-10-17 06:39:46,978 - Train: 35.27% [441200/1251000] [352.7/1000.0] [batch_t 0.389 (0.434)] [data_t 0.015] [optim_t 0.373] [lr 0.002178] [CE 4.145 (4.232)] [KD 3.522 (3.322)] +2024-10-17 06:40:08,238 - Train: 35.27% [441250/1251000] [352.7/1000.0] [batch_t 0.417 (0.425)] [data_t 0.015] [optim_t 0.401] [lr 0.002178] [CE 4.771 (4.271)] [KD 3.593 (3.271)] +2024-10-17 06:40:28,723 - Train: 35.28% [441300/1251000] [352.8/1000.0] [batch_t 0.424 (0.410)] [data_t 0.015] [optim_t 0.409] [lr 0.002178] [CE 3.918 (4.307)] [KD 3.074 (3.318)] +2024-10-17 06:40:50,788 - Train: 35.28% [441350/1251000] [352.8/1000.0] [batch_t 0.497 (0.441)] [data_t 0.015] [optim_t 0.482] [lr 0.002178] [CE 3.901 (4.167)] [KD 2.993 (3.261)] +2024-10-17 06:41:12,674 - Train: 35.28% [441400/1251000] [352.8/1000.0] [batch_t 0.440 (0.438)] [data_t 0.015] [optim_t 0.425] [lr 0.002177] [CE 3.975 (4.246)] [KD 3.258 (3.310)] +2024-10-17 06:41:34,440 - Train: 35.29% [441450/1251000] [352.9/1000.0] [batch_t 0.444 (0.435)] [data_t 0.015] [optim_t 0.429] [lr 0.002177] [CE 4.749 (4.213)] [KD 3.492 (3.302)] +2024-10-17 06:41:56,046 - Train: 35.29% [441500/1251000] [352.9/1000.0] [batch_t 0.460 (0.432)] [data_t 0.016] [optim_t 0.445] [lr 0.002177] [CE 4.266 (4.177)] [KD 3.279 (3.299)] +2024-10-17 06:42:17,764 - Train: 35.30% [441550/1251000] [353.0/1000.0] [batch_t 0.430 (0.434)] [data_t 0.015] [optim_t 0.415] [lr 0.002177] [CE 4.368 (4.218)] [KD 3.349 (3.301)] +2024-10-17 06:42:38,875 - Train: 35.30% [441600/1251000] [353.0/1000.0] [batch_t 0.356 (0.422)] [data_t 0.015] [optim_t 0.341] [lr 0.002177] [CE 4.194 (4.237)] [KD 3.145 (3.300)] +2024-10-17 06:43:01,377 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 37879] [top5_cnt 46554] [top_all 50000] +2024-10-17 06:43:01,377 - net: 75.758 (93.108) +2024-10-17 06:43:22,774 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40113] [top5_cnt 47577] [top_all 50000] +2024-10-17 06:43:22,775 - net_E: 80.226 (95.154) +2024-10-17 06:43:22,935 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.226 (epoch: 353)] +2024-10-17 06:43:22,936 - ==> Total time: 2 days, 7:01:31 Eta: 4 days, 4:51:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 06:43:49,133 - Train: 35.30% [441650/1251000] [353.0/1000.0] [batch_t 0.455 (0.443)] [data_t 0.015] [optim_t 0.440] [lr 0.002177] [CE 4.086 (4.191)] [KD 3.422 (3.237)] +2024-10-17 06:44:11,404 - Train: 35.31% [441700/1251000] [353.1/1000.0] [batch_t 0.363 (0.445)] [data_t 0.015] [optim_t 0.348] [lr 0.002176] [CE 4.132 (4.168)] [KD 3.282 (3.297)] +2024-10-17 06:44:33,183 - Train: 35.31% [441750/1251000] [353.1/1000.0] [batch_t 0.404 (0.435)] [data_t 0.015] [optim_t 0.389] [lr 0.002176] [CE 4.552 (4.141)] [KD 3.276 (3.249)] +2024-10-17 06:44:54,901 - Train: 35.32% [441800/1251000] [353.2/1000.0] [batch_t 0.441 (0.434)] [data_t 0.015] [optim_t 0.425] [lr 0.002176] [CE 4.230 (4.120)] [KD 3.424 (3.209)] +2024-10-17 06:45:17,083 - Train: 35.32% [441850/1251000] [353.2/1000.0] [batch_t 0.449 (0.444)] [data_t 0.016] [optim_t 0.434] [lr 0.002176] [CE 3.614 (4.242)] [KD 3.115 (3.271)] +2024-10-17 06:45:39,356 - Train: 35.32% [441900/1251000] [353.2/1000.0] [batch_t 0.507 (0.445)] [data_t 0.015] [optim_t 0.491] [lr 0.002176] [CE 4.729 (4.166)] [KD 3.355 (3.216)] +2024-10-17 06:46:00,658 - Train: 35.33% [441950/1251000] [353.3/1000.0] [batch_t 0.416 (0.426)] [data_t 0.015] [optim_t 0.400] [lr 0.002176] [CE 4.625 (4.162)] [KD 3.484 (3.211)] +2024-10-17 06:46:21,360 - Train: 35.33% [442000/1251000] [353.3/1000.0] [batch_t 0.397 (0.414)] [data_t 0.015] [optim_t 0.382] [lr 0.002175] [CE 4.633 (4.280)] [KD 3.686 (3.322)] +2024-10-17 06:46:41,818 - Train: 35.34% [442050/1251000] [353.4/1000.0] [batch_t 0.413 (0.409)] [data_t 0.015] [optim_t 0.398] [lr 0.002175] [CE 4.826 (4.230)] [KD 3.641 (3.276)] +2024-10-17 06:47:02,939 - Train: 35.34% [442100/1251000] [353.4/1000.0] [batch_t 0.478 (0.422)] [data_t 0.015] [optim_t 0.463] [lr 0.002175] [CE 3.785 (4.246)] [KD 3.027 (3.296)] +2024-10-17 06:47:24,872 - Train: 35.34% [442150/1251000] [353.4/1000.0] [batch_t 0.412 (0.439)] [data_t 0.015] [optim_t 0.396] [lr 0.002175] [CE 3.907 (4.166)] [KD 3.068 (3.269)] +2024-10-17 06:47:46,364 - Train: 35.35% [442200/1251000] [353.5/1000.0] [batch_t 0.448 (0.430)] [data_t 0.015] [optim_t 0.432] [lr 0.002175] [CE 4.360 (4.228)] [KD 3.492 (3.304)] +2024-10-17 06:48:07,735 - Train: 35.35% [442250/1251000] [353.5/1000.0] [batch_t 0.456 (0.427)] [data_t 0.016] [optim_t 0.440] [lr 0.002175] [CE 4.500 (4.243)] [KD 3.619 (3.295)] +2024-10-17 06:48:29,590 - Train: 35.36% [442300/1251000] [353.6/1000.0] [batch_t 0.434 (0.437)] [data_t 0.015] [optim_t 0.419] [lr 0.002174] [CE 3.725 (4.187)] [KD 3.339 (3.296)] +2024-10-17 06:48:51,384 - Train: 35.36% [442350/1251000] [353.6/1000.0] [batch_t 0.459 (0.436)] [data_t 0.016] [optim_t 0.443] [lr 0.002174] [CE 4.325 (4.200)] [KD 3.519 (3.301)] +2024-10-17 06:49:12,470 - Train: 35.36% [442400/1251000] [353.6/1000.0] [batch_t 0.417 (0.422)] [data_t 0.015] [optim_t 0.401] [lr 0.002174] [CE 3.827 (4.234)] [KD 3.078 (3.337)] +2024-10-17 06:49:33,978 - Train: 35.37% [442450/1251000] [353.7/1000.0] [batch_t 0.414 (0.430)] [data_t 0.015] [optim_t 0.399] [lr 0.002174] [CE 4.025 (4.150)] [KD 3.109 (3.244)] +2024-10-17 06:49:55,716 - Train: 35.37% [442500/1251000] [353.7/1000.0] [batch_t 0.454 (0.435)] [data_t 0.015] [optim_t 0.439] [lr 0.002174] [CE 4.730 (4.239)] [KD 3.387 (3.313)] +2024-10-17 06:50:17,187 - Train: 35.38% [442550/1251000] [353.8/1000.0] [batch_t 0.483 (0.429)] [data_t 0.015] [optim_t 0.467] [lr 0.002174] [CE 4.512 (4.217)] [KD 3.439 (3.313)] +2024-10-17 06:50:38,802 - Train: 35.38% [442600/1251000] [353.8/1000.0] [batch_t 0.447 (0.432)] [data_t 0.015] [optim_t 0.431] [lr 0.002173] [CE 4.430 (4.241)] [KD 3.328 (3.307)] +2024-10-17 06:51:00,783 - Train: 35.38% [442650/1251000] [353.8/1000.0] [batch_t 0.360 (0.440)] [data_t 0.015] [optim_t 0.345] [lr 0.002173] [CE 4.540 (4.278)] [KD 3.496 (3.337)] +2024-10-17 06:51:21,951 - Train: 35.39% [442700/1251000] [353.9/1000.0] [batch_t 0.502 (0.423)] [data_t 0.015] [optim_t 0.486] [lr 0.002173] [CE 3.876 (4.299)] [KD 3.054 (3.265)] +2024-10-17 06:51:42,060 - Train: 35.39% [442750/1251000] [353.9/1000.0] [batch_t 0.462 (0.402)] [data_t 0.015] [optim_t 0.446] [lr 0.002173] [CE 4.196 (4.152)] [KD 3.299 (3.284)] +2024-10-17 06:52:03,153 - Train: 35.40% [442800/1251000] [354.0/1000.0] [batch_t 0.364 (0.422)] [data_t 0.015] [optim_t 0.349] [lr 0.002173] [CE 4.269 (4.279)] [KD 3.181 (3.308)] +2024-10-17 06:52:23,271 - Train: 35.40% [442850/1251000] [354.0/1000.0] [batch_t 0.360 (0.402)] [data_t 0.015] [optim_t 0.345] [lr 0.002173] [CE 4.142 (4.257)] [KD 3.071 (3.256)] +2024-10-17 06:52:45,440 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 37914] [top5_cnt 46591] [top_all 50000] +2024-10-17 06:52:45,441 - net: 75.828 (93.182) +2024-10-17 06:53:07,554 - Test (net_E): 100.00% [50/50] [batch_t 0.138 (0.437)] [top1_cnt 40138] [top5_cnt 47591] [top_all 50000] +2024-10-17 06:53:07,555 - net_E: 80.276 (95.182) +2024-10-17 06:53:07,683 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 06:53:07,683 - ==> Total time: 2 days, 7:11:16 Eta: 4 days, 4:42:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 06:53:32,210 - Train: 35.40% [442900/1251000] [354.0/1000.0] [batch_t 0.362 (0.442)] [data_t 0.016] [optim_t 0.346] [lr 0.002172] [CE 4.394 (4.245)] [KD 3.322 (3.198)] +2024-10-17 06:53:53,812 - Train: 35.41% [442950/1251000] [354.1/1000.0] [batch_t 0.385 (0.432)] [data_t 0.015] [optim_t 0.369] [lr 0.002172] [CE 4.569 (4.218)] [KD 3.272 (3.237)] +2024-10-17 06:54:15,681 - Train: 35.41% [443000/1251000] [354.1/1000.0] [batch_t 0.434 (0.437)] [data_t 0.015] [optim_t 0.419] [lr 0.002172] [CE 4.222 (4.155)] [KD 3.514 (3.265)] +2024-10-17 06:54:36,996 - Train: 35.42% [443050/1251000] [354.2/1000.0] [batch_t 0.393 (0.426)] [data_t 0.016] [optim_t 0.378] [lr 0.002172] [CE 4.118 (4.175)] [KD 3.181 (3.264)] +2024-10-17 06:54:57,712 - Train: 35.42% [443100/1251000] [354.2/1000.0] [batch_t 0.408 (0.414)] [data_t 0.015] [optim_t 0.393] [lr 0.002172] [CE 4.353 (4.213)] [KD 3.359 (3.334)] +2024-10-17 06:55:18,700 - Train: 35.42% [443150/1251000] [354.2/1000.0] [batch_t 0.477 (0.420)] [data_t 0.015] [optim_t 0.462] [lr 0.002172] [CE 4.497 (4.219)] [KD 3.510 (3.305)] +2024-10-17 06:55:39,452 - Train: 35.43% [443200/1251000] [354.3/1000.0] [batch_t 0.397 (0.415)] [data_t 0.015] [optim_t 0.382] [lr 0.002171] [CE 3.963 (4.216)] [KD 3.248 (3.256)] +2024-10-17 06:56:00,895 - Train: 35.43% [443250/1251000] [354.3/1000.0] [batch_t 0.486 (0.429)] [data_t 0.015] [optim_t 0.470] [lr 0.002171] [CE 4.208 (4.162)] [KD 3.342 (3.272)] +2024-10-17 06:56:21,895 - Train: 35.44% [443300/1251000] [354.4/1000.0] [batch_t 0.384 (0.420)] [data_t 0.015] [optim_t 0.368] [lr 0.002171] [CE 4.040 (4.264)] [KD 2.984 (3.296)] +2024-10-17 06:56:43,681 - Train: 35.44% [443350/1251000] [354.4/1000.0] [batch_t 0.362 (0.436)] [data_t 0.015] [optim_t 0.347] [lr 0.002171] [CE 4.418 (4.276)] [KD 3.325 (3.274)] +2024-10-17 06:57:05,144 - Train: 35.44% [443400/1251000] [354.4/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.002171] [CE 4.510 (4.208)] [KD 3.375 (3.221)] +2024-10-17 06:57:26,881 - Train: 35.45% [443450/1251000] [354.5/1000.0] [batch_t 0.447 (0.435)] [data_t 0.015] [optim_t 0.431] [lr 0.002171] [CE 4.433 (4.208)] [KD 3.514 (3.277)] +2024-10-17 06:57:49,083 - Train: 35.45% [443500/1251000] [354.5/1000.0] [batch_t 0.411 (0.444)] [data_t 0.015] [optim_t 0.395] [lr 0.002170] [CE 4.207 (4.218)] [KD 3.010 (3.235)] +2024-10-17 06:58:11,747 - Train: 35.46% [443550/1251000] [354.6/1000.0] [batch_t 0.443 (0.453)] [data_t 0.015] [optim_t 0.428] [lr 0.002170] [CE 4.389 (4.259)] [KD 3.117 (3.286)] +2024-10-17 06:58:33,954 - Train: 35.46% [443600/1251000] [354.6/1000.0] [batch_t 0.477 (0.444)] [data_t 0.015] [optim_t 0.461] [lr 0.002170] [CE 4.398 (4.236)] [KD 3.560 (3.324)] +2024-10-17 06:58:55,581 - Train: 35.46% [443650/1251000] [354.6/1000.0] [batch_t 0.390 (0.432)] [data_t 0.016] [optim_t 0.374] [lr 0.002170] [CE 4.154 (4.155)] [KD 3.256 (3.286)] +2024-10-17 06:59:16,983 - Train: 35.47% [443700/1251000] [354.7/1000.0] [batch_t 0.404 (0.428)] [data_t 0.064] [optim_t 0.339] [lr 0.002170] [CE 4.290 (4.189)] [KD 3.572 (3.272)] +2024-10-17 06:59:37,845 - Train: 35.47% [443750/1251000] [354.7/1000.0] [batch_t 0.356 (0.417)] [data_t 0.015] [optim_t 0.341] [lr 0.002170] [CE 4.163 (4.178)] [KD 3.193 (3.264)] +2024-10-17 06:59:58,827 - Train: 35.48% [443800/1251000] [354.8/1000.0] [batch_t 0.438 (0.420)] [data_t 0.015] [optim_t 0.423] [lr 0.002169] [CE 4.127 (4.079)] [KD 3.242 (3.183)] +2024-10-17 07:00:20,289 - Train: 35.48% [443850/1251000] [354.8/1000.0] [batch_t 0.421 (0.429)] [data_t 0.015] [optim_t 0.405] [lr 0.002169] [CE 4.346 (4.195)] [KD 3.402 (3.317)] +2024-10-17 07:00:40,915 - Train: 35.48% [443900/1251000] [354.8/1000.0] [batch_t 0.360 (0.412)] [data_t 0.015] [optim_t 0.344] [lr 0.002169] [CE 3.928 (4.207)] [KD 3.220 (3.251)] +2024-10-17 07:01:02,328 - Train: 35.49% [443950/1251000] [354.9/1000.0] [batch_t 0.500 (0.428)] [data_t 0.015] [optim_t 0.485] [lr 0.002169] [CE 4.295 (4.234)] [KD 3.225 (3.312)] +2024-10-17 07:01:23,562 - Train: 35.49% [444000/1251000] [354.9/1000.0] [batch_t 0.396 (0.425)] [data_t 0.015] [optim_t 0.381] [lr 0.002169] [CE 4.157 (4.191)] [KD 3.224 (3.308)] +2024-10-17 07:01:44,437 - Train: 35.50% [444050/1251000] [355.0/1000.0] [batch_t 0.397 (0.417)] [data_t 0.015] [optim_t 0.381] [lr 0.002168] [CE 4.189 (4.240)] [KD 3.115 (3.275)] +2024-10-17 07:02:04,811 - Train: 35.50% [444100/1251000] [355.0/1000.0] [batch_t 0.359 (0.407)] [data_t 0.015] [optim_t 0.344] [lr 0.002168] [CE 4.053 (4.235)] [KD 3.028 (3.263)] +2024-10-17 07:02:30,172 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.466)] [top1_cnt 37984] [top5_cnt 46614] [top_all 50000] +2024-10-17 07:02:30,173 - net: 75.968 (93.228) +2024-10-17 07:02:53,656 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.461)] [top1_cnt 40089] [top5_cnt 47599] [top_all 50000] +2024-10-17 07:02:53,656 - net_E: 80.178 (95.198) +2024-10-17 07:02:53,838 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 07:02:53,838 - ==> Total time: 2 days, 7:21:02 Eta: 4 days, 4:34:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 07:03:18,607 - Train: 35.50% [444150/1251000] [355.0/1000.0] [batch_t 0.474 (0.521)] [data_t 0.015] [optim_t 0.459] [lr 0.002168] [CE 4.291 (4.177)] [KD 3.278 (3.233)] +2024-10-17 07:03:40,769 - Train: 35.51% [444200/1251000] [355.1/1000.0] [batch_t 0.365 (0.443)] [data_t 0.015] [optim_t 0.350] [lr 0.002168] [CE 4.186 (4.226)] [KD 3.189 (3.253)] +2024-10-17 07:04:02,415 - Train: 35.51% [444250/1251000] [355.1/1000.0] [batch_t 0.811 (0.433)] [data_t 0.015] [optim_t 0.796] [lr 0.002168] [CE 4.779 (4.156)] [KD 3.314 (3.215)] +2024-10-17 07:04:23,349 - Train: 35.52% [444300/1251000] [355.2/1000.0] [batch_t 0.419 (0.419)] [data_t 0.015] [optim_t 0.404] [lr 0.002168] [CE 4.014 (4.170)] [KD 3.152 (3.227)] +2024-10-17 07:04:44,992 - Train: 35.52% [444350/1251000] [355.2/1000.0] [batch_t 0.455 (0.433)] [data_t 0.015] [optim_t 0.439] [lr 0.002167] [CE 4.417 (4.242)] [KD 3.129 (3.272)] +2024-10-17 07:05:07,404 - Train: 35.52% [444400/1251000] [355.2/1000.0] [batch_t 0.360 (0.448)] [data_t 0.015] [optim_t 0.345] [lr 0.002167] [CE 4.234 (4.192)] [KD 3.298 (3.266)] +2024-10-17 07:05:29,215 - Train: 35.53% [444450/1251000] [355.3/1000.0] [batch_t 0.523 (0.436)] [data_t 0.015] [optim_t 0.507] [lr 0.002167] [CE 4.438 (4.291)] [KD 3.413 (3.311)] +2024-10-17 07:05:51,185 - Train: 35.53% [444500/1251000] [355.3/1000.0] [batch_t 0.459 (0.439)] [data_t 0.015] [optim_t 0.444] [lr 0.002167] [CE 4.408 (4.162)] [KD 3.399 (3.224)] +2024-10-17 07:06:12,758 - Train: 35.54% [444550/1251000] [355.4/1000.0] [batch_t 0.362 (0.431)] [data_t 0.016] [optim_t 0.347] [lr 0.002167] [CE 4.317 (4.187)] [KD 3.237 (3.221)] +2024-10-17 07:06:34,311 - Train: 35.54% [444600/1251000] [355.4/1000.0] [batch_t 0.460 (0.431)] [data_t 0.015] [optim_t 0.444] [lr 0.002167] [CE 4.480 (4.202)] [KD 3.415 (3.236)] +2024-10-17 07:06:55,674 - Train: 35.54% [444650/1251000] [355.4/1000.0] [batch_t 0.475 (0.427)] [data_t 0.015] [optim_t 0.459] [lr 0.002166] [CE 4.615 (4.255)] [KD 3.389 (3.319)] +2024-10-17 07:07:17,006 - Train: 35.55% [444700/1251000] [355.5/1000.0] [batch_t 0.396 (0.427)] [data_t 0.015] [optim_t 0.381] [lr 0.002166] [CE 4.129 (4.273)] [KD 3.198 (3.336)] +2024-10-17 07:07:38,430 - Train: 35.55% [444750/1251000] [355.5/1000.0] [batch_t 0.359 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.002166] [CE 4.219 (4.255)] [KD 3.261 (3.337)] +2024-10-17 07:07:59,475 - Train: 35.56% [444800/1251000] [355.6/1000.0] [batch_t 0.426 (0.421)] [data_t 0.015] [optim_t 0.411] [lr 0.002166] [CE 3.915 (4.167)] [KD 3.251 (3.273)] +2024-10-17 07:08:20,853 - Train: 35.56% [444850/1251000] [355.6/1000.0] [batch_t 0.447 (0.427)] [data_t 0.015] [optim_t 0.432] [lr 0.002166] [CE 4.250 (4.261)] [KD 3.167 (3.317)] +2024-10-17 07:08:42,593 - Train: 35.56% [444900/1251000] [355.6/1000.0] [batch_t 0.362 (0.435)] [data_t 0.015] [optim_t 0.347] [lr 0.002166] [CE 3.788 (4.224)] [KD 3.155 (3.320)] +2024-10-17 07:09:03,767 - Train: 35.57% [444950/1251000] [355.7/1000.0] [batch_t 0.372 (0.423)] [data_t 0.015] [optim_t 0.356] [lr 0.002165] [CE 4.279 (4.226)] [KD 3.133 (3.276)] +2024-10-17 07:09:24,782 - Train: 35.57% [445000/1251000] [355.7/1000.0] [batch_t 0.391 (0.420)] [data_t 0.015] [optim_t 0.375] [lr 0.002165] [CE 4.164 (4.225)] [KD 3.313 (3.294)] +2024-10-17 07:09:46,106 - Train: 35.58% [445050/1251000] [355.8/1000.0] [batch_t 0.393 (0.426)] [data_t 0.015] [optim_t 0.378] [lr 0.002165] [CE 4.574 (4.259)] [KD 3.565 (3.337)] +2024-10-17 07:10:07,418 - Train: 35.58% [445100/1251000] [355.8/1000.0] [batch_t 0.442 (0.426)] [data_t 0.015] [optim_t 0.427] [lr 0.002165] [CE 4.005 (4.236)] [KD 3.305 (3.302)] +2024-10-17 07:10:28,683 - Train: 35.58% [445150/1251000] [355.8/1000.0] [batch_t 0.425 (0.425)] [data_t 0.016] [optim_t 0.409] [lr 0.002165] [CE 4.012 (4.234)] [KD 3.265 (3.271)] +2024-10-17 07:10:49,717 - Train: 35.59% [445200/1251000] [355.9/1000.0] [batch_t 0.409 (0.421)] [data_t 0.015] [optim_t 0.394] [lr 0.002165] [CE 4.306 (4.200)] [KD 3.399 (3.279)] +2024-10-17 07:11:11,192 - Train: 35.59% [445250/1251000] [355.9/1000.0] [batch_t 0.427 (0.429)] [data_t 0.016] [optim_t 0.411] [lr 0.002164] [CE 4.329 (4.221)] [KD 3.191 (3.295)] +2024-10-17 07:11:32,616 - Train: 35.60% [445300/1251000] [356.0/1000.0] [batch_t 0.371 (0.428)] [data_t 0.015] [optim_t 0.356] [lr 0.002164] [CE 4.154 (4.252)] [KD 3.282 (3.316)] +2024-10-17 07:11:53,777 - Train: 35.60% [445350/1251000] [356.0/1000.0] [batch_t 0.362 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.002164] [CE 4.258 (4.267)] [KD 3.202 (3.332)] +2024-10-17 07:12:18,479 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.447)] [top1_cnt 37937] [top5_cnt 46590] [top_all 50000] +2024-10-17 07:12:18,480 - net: 75.874 (93.180) +2024-10-17 07:12:40,293 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40087] [top5_cnt 47592] [top_all 50000] +2024-10-17 07:12:40,294 - net_E: 80.174 (95.184) +2024-10-17 07:12:40,454 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 07:12:40,454 - ==> Total time: 2 days, 7:30:49 Eta: 4 days, 4:25:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 07:13:05,250 - Train: 35.60% [445400/1251000] [356.0/1000.0] [batch_t 0.434 (0.526)] [data_t 0.015] [optim_t 0.419] [lr 0.002164] [CE 4.258 (4.179)] [KD 3.284 (3.244)] +2024-10-17 07:13:27,126 - Train: 35.61% [445450/1251000] [356.1/1000.0] [batch_t 0.417 (0.437)] [data_t 0.016] [optim_t 0.401] [lr 0.002164] [CE 3.997 (4.235)] [KD 3.186 (3.272)] +2024-10-17 07:13:48,606 - Train: 35.61% [445500/1251000] [356.1/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.344] [lr 0.002164] [CE 3.737 (4.180)] [KD 3.166 (3.236)] +2024-10-17 07:14:09,575 - Train: 35.62% [445550/1251000] [356.2/1000.0] [batch_t 0.442 (0.419)] [data_t 0.016] [optim_t 0.426] [lr 0.002163] [CE 4.543 (4.285)] [KD 3.321 (3.259)] +2024-10-17 07:14:30,939 - Train: 35.62% [445600/1251000] [356.2/1000.0] [batch_t 0.358 (0.427)] [data_t 0.016] [optim_t 0.342] [lr 0.002163] [CE 4.251 (4.208)] [KD 3.231 (3.295)] +2024-10-17 07:14:53,053 - Train: 35.62% [445650/1251000] [356.2/1000.0] [batch_t 0.445 (0.442)] [data_t 0.015] [optim_t 0.429] [lr 0.002163] [CE 4.569 (4.219)] [KD 3.467 (3.254)] +2024-10-17 07:15:15,726 - Train: 35.63% [445700/1251000] [356.3/1000.0] [batch_t 0.437 (0.453)] [data_t 0.015] [optim_t 0.422] [lr 0.002163] [CE 4.170 (4.240)] [KD 3.241 (3.300)] +2024-10-17 07:15:38,166 - Train: 35.63% [445750/1251000] [356.3/1000.0] [batch_t 0.477 (0.449)] [data_t 0.015] [optim_t 0.461] [lr 0.002163] [CE 4.228 (4.153)] [KD 3.228 (3.268)] +2024-10-17 07:15:59,354 - Train: 35.64% [445800/1251000] [356.4/1000.0] [batch_t 0.402 (0.424)] [data_t 0.016] [optim_t 0.387] [lr 0.002163] [CE 4.431 (4.272)] [KD 3.399 (3.299)] +2024-10-17 07:16:21,274 - Train: 35.64% [445850/1251000] [356.4/1000.0] [batch_t 0.427 (0.438)] [data_t 0.015] [optim_t 0.412] [lr 0.002162] [CE 3.761 (4.196)] [KD 3.112 (3.252)] +2024-10-17 07:16:42,803 - Train: 35.64% [445900/1251000] [356.4/1000.0] [batch_t 0.387 (0.430)] [data_t 0.015] [optim_t 0.372] [lr 0.002162] [CE 3.850 (4.220)] [KD 2.884 (3.286)] +2024-10-17 07:17:03,910 - Train: 35.65% [445950/1251000] [356.5/1000.0] [batch_t 0.391 (0.422)] [data_t 0.016] [optim_t 0.375] [lr 0.002162] [CE 3.759 (4.220)] [KD 3.120 (3.268)] +2024-10-17 07:17:25,033 - Train: 35.65% [446000/1251000] [356.5/1000.0] [batch_t 0.388 (0.422)] [data_t 0.015] [optim_t 0.373] [lr 0.002162] [CE 4.368 (4.231)] [KD 3.464 (3.299)] +2024-10-17 07:17:46,610 - Train: 35.66% [446050/1251000] [356.6/1000.0] [batch_t 0.436 (0.431)] [data_t 0.015] [optim_t 0.420] [lr 0.002162] [CE 3.843 (4.243)] [KD 3.014 (3.277)] +2024-10-17 07:18:08,143 - Train: 35.66% [446100/1251000] [356.6/1000.0] [batch_t 0.366 (0.431)] [data_t 0.015] [optim_t 0.351] [lr 0.002162] [CE 4.517 (4.230)] [KD 3.228 (3.265)] +2024-10-17 07:18:29,885 - Train: 35.66% [446150/1251000] [356.6/1000.0] [batch_t 0.378 (0.435)] [data_t 0.015] [optim_t 0.362] [lr 0.002161] [CE 3.854 (4.198)] [KD 3.054 (3.271)] +2024-10-17 07:18:50,911 - Train: 35.67% [446200/1251000] [356.7/1000.0] [batch_t 0.438 (0.420)] [data_t 0.015] [optim_t 0.422] [lr 0.002161] [CE 3.873 (4.193)] [KD 3.086 (3.324)] +2024-10-17 07:19:11,910 - Train: 35.67% [446250/1251000] [356.7/1000.0] [batch_t 0.359 (0.420)] [data_t 0.015] [optim_t 0.343] [lr 0.002161] [CE 3.853 (4.172)] [KD 3.080 (3.263)] +2024-10-17 07:19:33,570 - Train: 35.68% [446300/1251000] [356.8/1000.0] [batch_t 0.427 (0.433)] [data_t 0.015] [optim_t 0.412] [lr 0.002161] [CE 4.712 (4.176)] [KD 3.579 (3.289)] +2024-10-17 07:19:54,949 - Train: 35.68% [446350/1251000] [356.8/1000.0] [batch_t 0.440 (0.427)] [data_t 0.015] [optim_t 0.424] [lr 0.002161] [CE 4.037 (4.144)] [KD 3.426 (3.253)] +2024-10-17 07:20:16,690 - Train: 35.68% [446400/1251000] [356.8/1000.0] [batch_t 0.359 (0.435)] [data_t 0.015] [optim_t 0.344] [lr 0.002161] [CE 3.981 (4.221)] [KD 3.116 (3.291)] +2024-10-17 07:20:38,146 - Train: 35.69% [446450/1251000] [356.9/1000.0] [batch_t 0.450 (0.429)] [data_t 0.015] [optim_t 0.435] [lr 0.002160] [CE 4.500 (4.235)] [KD 3.391 (3.281)] +2024-10-17 07:20:59,237 - Train: 35.69% [446500/1251000] [356.9/1000.0] [batch_t 0.359 (0.422)] [data_t 0.015] [optim_t 0.344] [lr 0.002160] [CE 4.224 (4.162)] [KD 3.127 (3.226)] +2024-10-17 07:21:20,047 - Train: 35.70% [446550/1251000] [357.0/1000.0] [batch_t 0.439 (0.416)] [data_t 0.015] [optim_t 0.424] [lr 0.002160] [CE 4.142 (4.298)] [KD 3.289 (3.340)] +2024-10-17 07:21:41,506 - Train: 35.70% [446600/1251000] [357.0/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.002160] [CE 4.444 (4.292)] [KD 3.529 (3.344)] +2024-10-17 07:22:06,806 - Test (net): 100.00% [50/50] [batch_t 0.155 (0.452)] [top1_cnt 38110] [top5_cnt 46617] [top_all 50000] +2024-10-17 07:22:06,807 - net: 76.220 (93.234) +2024-10-17 07:22:27,957 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 40114] [top5_cnt 47580] [top_all 50000] +2024-10-17 07:22:27,957 - net_E: 80.228 (95.160) +2024-10-17 07:22:28,160 - Max [top1: 76.314 (epoch: 330)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 07:22:28,160 - ==> Total time: 2 days, 7:40:36 Eta: 4 days, 4:16:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 07:22:50,752 - Train: 35.70% [446650/1251000] [357.0/1000.0] [batch_t 0.444 (0.494)] [data_t 0.015] [optim_t 0.429] [lr 0.002160] [CE 4.866 (4.272)] [KD 3.586 (3.297)] +2024-10-17 07:23:12,881 - Train: 35.71% [446700/1251000] [357.1/1000.0] [batch_t 0.465 (0.442)] [data_t 0.015] [optim_t 0.450] [lr 0.002160] [CE 4.766 (4.172)] [KD 3.475 (3.254)] +2024-10-17 07:23:35,029 - Train: 35.71% [446750/1251000] [357.1/1000.0] [batch_t 0.397 (0.443)] [data_t 0.053] [optim_t 0.344] [lr 0.002159] [CE 3.865 (4.208)] [KD 2.955 (3.250)] +2024-10-17 07:23:57,368 - Train: 35.72% [446800/1251000] [357.2/1000.0] [batch_t 0.360 (0.447)] [data_t 0.015] [optim_t 0.344] [lr 0.002159] [CE 3.866 (4.156)] [KD 3.112 (3.232)] +2024-10-17 07:24:19,660 - Train: 35.72% [446850/1251000] [357.2/1000.0] [batch_t 0.364 (0.446)] [data_t 0.021] [optim_t 0.343] [lr 0.002159] [CE 4.317 (4.150)] [KD 3.636 (3.292)] +2024-10-17 07:24:41,953 - Train: 35.72% [446900/1251000] [357.2/1000.0] [batch_t 0.501 (0.446)] [data_t 0.161] [optim_t 0.340] [lr 0.002159] [CE 4.591 (4.211)] [KD 3.343 (3.253)] +2024-10-17 07:25:03,539 - Train: 35.73% [446950/1251000] [357.3/1000.0] [batch_t 0.458 (0.432)] [data_t 0.115] [optim_t 0.343] [lr 0.002159] [CE 4.014 (4.123)] [KD 3.138 (3.263)] +2024-10-17 07:25:25,040 - Train: 35.73% [447000/1251000] [357.3/1000.0] [batch_t 0.501 (0.430)] [data_t 0.085] [optim_t 0.417] [lr 0.002159] [CE 3.773 (4.220)] [KD 3.141 (3.264)] +2024-10-17 07:25:46,738 - Train: 35.74% [447050/1251000] [357.4/1000.0] [batch_t 0.499 (0.434)] [data_t 0.158] [optim_t 0.341] [lr 0.002158] [CE 4.548 (4.197)] [KD 3.382 (3.280)] +2024-10-17 07:26:08,484 - Train: 35.74% [447100/1251000] [357.4/1000.0] [batch_t 0.364 (0.435)] [data_t 0.017] [optim_t 0.347] [lr 0.002158] [CE 4.300 (4.184)] [KD 3.290 (3.242)] +2024-10-17 07:26:30,380 - Train: 35.74% [447150/1251000] [357.4/1000.0] [batch_t 0.411 (0.438)] [data_t 0.070] [optim_t 0.341] [lr 0.002158] [CE 4.033 (4.229)] [KD 3.323 (3.249)] +2024-10-17 07:26:52,103 - Train: 35.75% [447200/1251000] [357.5/1000.0] [batch_t 0.426 (0.434)] [data_t 0.084] [optim_t 0.342] [lr 0.002158] [CE 4.318 (4.234)] [KD 3.520 (3.252)] +2024-10-17 07:27:12,738 - Train: 35.75% [447250/1251000] [357.5/1000.0] [batch_t 0.395 (0.413)] [data_t 0.055] [optim_t 0.341] [lr 0.002158] [CE 4.391 (4.228)] [KD 3.156 (3.279)] +2024-10-17 07:27:33,825 - Train: 35.76% [447300/1251000] [357.6/1000.0] [batch_t 0.433 (0.422)] [data_t 0.090] [optim_t 0.343] [lr 0.002158] [CE 4.452 (4.276)] [KD 3.414 (3.237)] +2024-10-17 07:27:54,790 - Train: 35.76% [447350/1251000] [357.6/1000.0] [batch_t 0.391 (0.419)] [data_t 0.049] [optim_t 0.341] [lr 0.002157] [CE 4.917 (4.233)] [KD 3.436 (3.279)] +2024-10-17 07:28:16,149 - Train: 35.76% [447400/1251000] [357.6/1000.0] [batch_t 0.406 (0.427)] [data_t 0.015] [optim_t 0.391] [lr 0.002157] [CE 4.294 (4.160)] [KD 3.313 (3.279)] +2024-10-17 07:28:38,182 - Train: 35.77% [447450/1251000] [357.7/1000.0] [batch_t 0.467 (0.441)] [data_t 0.015] [optim_t 0.452] [lr 0.002157] [CE 4.042 (4.180)] [KD 3.216 (3.245)] +2024-10-17 07:29:00,323 - Train: 35.77% [447500/1251000] [357.7/1000.0] [batch_t 0.360 (0.443)] [data_t 0.015] [optim_t 0.345] [lr 0.002157] [CE 4.472 (4.211)] [KD 3.353 (3.277)] +2024-10-17 07:29:21,381 - Train: 35.78% [447550/1251000] [357.8/1000.0] [batch_t 0.364 (0.421)] [data_t 0.016] [optim_t 0.349] [lr 0.002157] [CE 4.424 (4.226)] [KD 3.137 (3.271)] +2024-10-17 07:29:42,322 - Train: 35.78% [447600/1251000] [357.8/1000.0] [batch_t 0.423 (0.419)] [data_t 0.015] [optim_t 0.408] [lr 0.002157] [CE 4.907 (4.261)] [KD 3.915 (3.331)] +2024-10-17 07:30:03,333 - Train: 35.78% [447650/1251000] [357.8/1000.0] [batch_t 0.473 (0.420)] [data_t 0.016] [optim_t 0.458] [lr 0.002156] [CE 3.853 (4.153)] [KD 3.002 (3.301)] +2024-10-17 07:30:24,852 - Train: 35.79% [447700/1251000] [357.9/1000.0] [batch_t 0.414 (0.430)] [data_t 0.015] [optim_t 0.399] [lr 0.002156] [CE 4.490 (4.192)] [KD 3.305 (3.223)] +2024-10-17 07:30:46,868 - Train: 35.79% [447750/1251000] [357.9/1000.0] [batch_t 0.360 (0.440)] [data_t 0.015] [optim_t 0.345] [lr 0.002156] [CE 3.740 (4.150)] [KD 3.028 (3.243)] +2024-10-17 07:31:08,336 - Train: 35.80% [447800/1251000] [358.0/1000.0] [batch_t 0.459 (0.429)] [data_t 0.015] [optim_t 0.444] [lr 0.002156] [CE 4.191 (4.253)] [KD 3.187 (3.277)] +2024-10-17 07:31:29,273 - Train: 35.80% [447850/1251000] [358.0/1000.0] [batch_t 0.357 (0.419)] [data_t 0.015] [optim_t 0.342] [lr 0.002156] [CE 4.011 (4.192)] [KD 3.284 (3.244)] +2024-10-17 07:31:54,416 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 38221] [top5_cnt 46756] [top_all 50000] +2024-10-17 07:31:54,417 - net: 76.442 (93.512) +2024-10-17 07:32:15,721 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40113] [top5_cnt 47602] [top_all 50000] +2024-10-17 07:32:15,722 - net_E: 80.226 (95.204) +2024-10-17 07:32:15,888 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 07:32:15,888 - ==> Total time: 2 days, 7:50:24 Eta: 4 days, 4:08:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 07:32:39,422 - Train: 35.80% [447900/1251000] [358.0/1000.0] [batch_t 0.505 (0.452)] [data_t 0.015] [optim_t 0.490] [lr 0.002156] [CE 4.626 (4.290)] [KD 3.513 (3.312)] +2024-10-17 07:33:01,566 - Train: 35.81% [447950/1251000] [358.1/1000.0] [batch_t 0.442 (0.443)] [data_t 0.101] [optim_t 0.341] [lr 0.002155] [CE 4.520 (4.165)] [KD 3.169 (3.246)] +2024-10-17 07:33:23,724 - Train: 35.81% [448000/1251000] [358.1/1000.0] [batch_t 0.468 (0.443)] [data_t 0.126] [optim_t 0.342] [lr 0.002155] [CE 4.201 (4.213)] [KD 3.249 (3.238)] +2024-10-17 07:33:45,544 - Train: 35.82% [448050/1251000] [358.2/1000.0] [batch_t 0.391 (0.436)] [data_t 0.050] [optim_t 0.341] [lr 0.002155] [CE 4.332 (4.233)] [KD 3.621 (3.291)] +2024-10-17 07:34:07,290 - Train: 35.82% [448100/1251000] [358.2/1000.0] [batch_t 0.463 (0.435)] [data_t 0.120] [optim_t 0.343] [lr 0.002155] [CE 4.102 (4.220)] [KD 3.194 (3.323)] +2024-10-17 07:34:28,604 - Train: 35.82% [448150/1251000] [358.2/1000.0] [batch_t 0.458 (0.426)] [data_t 0.118] [optim_t 0.340] [lr 0.002155] [CE 4.005 (4.204)] [KD 3.079 (3.249)] +2024-10-17 07:34:49,769 - Train: 35.83% [448200/1251000] [358.3/1000.0] [batch_t 0.393 (0.423)] [data_t 0.051] [optim_t 0.341] [lr 0.002155] [CE 4.466 (4.165)] [KD 3.419 (3.185)] +2024-10-17 07:35:11,176 - Train: 35.83% [448250/1251000] [358.3/1000.0] [batch_t 0.429 (0.428)] [data_t 0.015] [optim_t 0.413] [lr 0.002154] [CE 4.228 (4.169)] [KD 3.094 (3.239)] +2024-10-17 07:35:32,788 - Train: 35.84% [448300/1251000] [358.4/1000.0] [batch_t 0.362 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.002154] [CE 4.667 (4.187)] [KD 3.682 (3.220)] +2024-10-17 07:35:53,512 - Train: 35.84% [448350/1251000] [358.4/1000.0] [batch_t 0.402 (0.414)] [data_t 0.015] [optim_t 0.387] [lr 0.002154] [CE 4.049 (4.342)] [KD 3.069 (3.360)] +2024-10-17 07:36:14,355 - Train: 35.84% [448400/1251000] [358.4/1000.0] [batch_t 0.361 (0.417)] [data_t 0.015] [optim_t 0.345] [lr 0.002154] [CE 3.663 (4.205)] [KD 2.897 (3.277)] +2024-10-17 07:36:36,516 - Train: 35.85% [448450/1251000] [358.5/1000.0] [batch_t 0.406 (0.443)] [data_t 0.015] [optim_t 0.391] [lr 0.002154] [CE 3.772 (4.216)] [KD 3.067 (3.255)] +2024-10-17 07:36:57,757 - Train: 35.85% [448500/1251000] [358.5/1000.0] [batch_t 0.429 (0.425)] [data_t 0.015] [optim_t 0.414] [lr 0.002154] [CE 3.939 (4.106)] [KD 3.065 (3.210)] +2024-10-17 07:37:19,624 - Train: 35.86% [448550/1251000] [358.6/1000.0] [batch_t 0.442 (0.437)] [data_t 0.016] [optim_t 0.426] [lr 0.002153] [CE 4.448 (4.153)] [KD 3.302 (3.244)] +2024-10-17 07:37:41,770 - Train: 35.86% [448600/1251000] [358.6/1000.0] [batch_t 0.421 (0.443)] [data_t 0.015] [optim_t 0.405] [lr 0.002153] [CE 4.369 (4.188)] [KD 3.394 (3.260)] +2024-10-17 07:38:03,342 - Train: 35.86% [448650/1251000] [358.6/1000.0] [batch_t 0.493 (0.431)] [data_t 0.015] [optim_t 0.477] [lr 0.002153] [CE 4.250 (4.206)] [KD 3.315 (3.281)] +2024-10-17 07:38:24,997 - Train: 35.87% [448700/1251000] [358.7/1000.0] [batch_t 0.434 (0.433)] [data_t 0.015] [optim_t 0.418] [lr 0.002153] [CE 4.436 (4.226)] [KD 3.365 (3.290)] +2024-10-17 07:38:46,456 - Train: 35.87% [448750/1251000] [358.7/1000.0] [batch_t 0.446 (0.429)] [data_t 0.015] [optim_t 0.431] [lr 0.002153] [CE 4.114 (4.204)] [KD 3.087 (3.307)] +2024-10-17 07:39:07,624 - Train: 35.88% [448800/1251000] [358.8/1000.0] [batch_t 0.449 (0.423)] [data_t 0.015] [optim_t 0.434] [lr 0.002153] [CE 4.154 (4.140)] [KD 3.366 (3.241)] +2024-10-17 07:39:28,652 - Train: 35.88% [448850/1251000] [358.8/1000.0] [batch_t 0.436 (0.420)] [data_t 0.015] [optim_t 0.420] [lr 0.002152] [CE 4.215 (4.200)] [KD 3.354 (3.244)] +2024-10-17 07:39:49,942 - Train: 35.88% [448900/1251000] [358.8/1000.0] [batch_t 0.456 (0.426)] [data_t 0.015] [optim_t 0.441] [lr 0.002152] [CE 4.081 (4.213)] [KD 3.418 (3.336)] +2024-10-17 07:40:11,689 - Train: 35.89% [448950/1251000] [358.9/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.347] [lr 0.002152] [CE 3.982 (4.251)] [KD 3.285 (3.341)] +2024-10-17 07:40:33,359 - Train: 35.89% [449000/1251000] [358.9/1000.0] [batch_t 0.359 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.002152] [CE 4.570 (4.205)] [KD 3.524 (3.348)] +2024-10-17 07:40:54,848 - Train: 35.90% [449050/1251000] [359.0/1000.0] [batch_t 0.422 (0.430)] [data_t 0.073] [optim_t 0.349] [lr 0.002152] [CE 4.315 (4.228)] [KD 3.328 (3.311)] +2024-10-17 07:41:16,111 - Train: 35.90% [449100/1251000] [359.0/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.346] [lr 0.002152] [CE 4.006 (4.209)] [KD 3.001 (3.281)] +2024-10-17 07:41:41,651 - Test (net): 100.00% [50/50] [batch_t 0.131 (0.443)] [top1_cnt 37839] [top5_cnt 46575] [top_all 50000] +2024-10-17 07:41:41,651 - net: 75.678 (93.150) +2024-10-17 07:42:02,613 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 40074] [top5_cnt 47605] [top_all 50000] +2024-10-17 07:42:02,614 - net_E: 80.148 (95.210) +2024-10-17 07:42:02,794 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 07:42:02,795 - ==> Total time: 2 days, 8:00:11 Eta: 4 days, 3:59:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 07:42:25,980 - Train: 35.90% [449150/1251000] [359.0/1000.0] [batch_t 0.520 (0.444)] [data_t 0.015] [optim_t 0.504] [lr 0.002151] [CE 4.362 (4.188)] [KD 3.348 (3.258)] +2024-10-17 07:42:48,430 - Train: 35.91% [449200/1251000] [359.1/1000.0] [batch_t 0.420 (0.449)] [data_t 0.015] [optim_t 0.405] [lr 0.002151] [CE 4.384 (4.214)] [KD 3.382 (3.235)] +2024-10-17 07:43:10,660 - Train: 35.91% [449250/1251000] [359.1/1000.0] [batch_t 0.466 (0.444)] [data_t 0.015] [optim_t 0.450] [lr 0.002151] [CE 4.543 (4.162)] [KD 3.340 (3.238)] +2024-10-17 07:43:32,706 - Train: 35.92% [449300/1251000] [359.2/1000.0] [batch_t 0.386 (0.441)] [data_t 0.015] [optim_t 0.371] [lr 0.002151] [CE 3.767 (4.220)] [KD 3.709 (3.242)] +2024-10-17 07:43:54,672 - Train: 35.92% [449350/1251000] [359.2/1000.0] [batch_t 0.449 (0.439)] [data_t 0.015] [optim_t 0.434] [lr 0.002151] [CE 4.438 (4.161)] [KD 3.339 (3.238)] +2024-10-17 07:44:16,652 - Train: 35.92% [449400/1251000] [359.2/1000.0] [batch_t 0.442 (0.439)] [data_t 0.015] [optim_t 0.427] [lr 0.002151] [CE 4.570 (4.253)] [KD 3.528 (3.284)] +2024-10-17 07:44:38,408 - Train: 35.93% [449450/1251000] [359.3/1000.0] [batch_t 0.443 (0.435)] [data_t 0.015] [optim_t 0.428] [lr 0.002150] [CE 4.454 (4.178)] [KD 3.529 (3.286)] +2024-10-17 07:45:00,524 - Train: 35.93% [449500/1251000] [359.3/1000.0] [batch_t 0.388 (0.442)] [data_t 0.016] [optim_t 0.372] [lr 0.002150] [CE 4.466 (4.232)] [KD 3.792 (3.278)] +2024-10-17 07:45:22,727 - Train: 35.94% [449550/1251000] [359.4/1000.0] [batch_t 0.460 (0.444)] [data_t 0.015] [optim_t 0.445] [lr 0.002150] [CE 4.496 (4.250)] [KD 3.311 (3.289)] +2024-10-17 07:45:44,926 - Train: 35.94% [449600/1251000] [359.4/1000.0] [batch_t 0.478 (0.444)] [data_t 0.016] [optim_t 0.462] [lr 0.002150] [CE 4.091 (4.198)] [KD 3.054 (3.235)] +2024-10-17 07:46:07,035 - Train: 35.94% [449650/1251000] [359.4/1000.0] [batch_t 0.447 (0.442)] [data_t 0.016] [optim_t 0.431] [lr 0.002150] [CE 4.001 (4.269)] [KD 3.126 (3.274)] +2024-10-17 07:46:28,555 - Train: 35.95% [449700/1251000] [359.5/1000.0] [batch_t 0.379 (0.430)] [data_t 0.015] [optim_t 0.364] [lr 0.002150] [CE 4.507 (4.222)] [KD 3.429 (3.296)] +2024-10-17 07:46:48,746 - Train: 35.95% [449750/1251000] [359.5/1000.0] [batch_t 0.506 (0.404)] [data_t 0.015] [optim_t 0.491] [lr 0.002149] [CE 4.153 (4.217)] [KD 3.314 (3.262)] +2024-10-17 07:47:10,372 - Train: 35.96% [449800/1251000] [359.6/1000.0] [batch_t 0.479 (0.432)] [data_t 0.015] [optim_t 0.464] [lr 0.002149] [CE 4.097 (4.243)] [KD 3.270 (3.266)] +2024-10-17 07:47:32,012 - Train: 35.96% [449850/1251000] [359.6/1000.0] [batch_t 0.421 (0.433)] [data_t 0.015] [optim_t 0.406] [lr 0.002149] [CE 3.598 (4.147)] [KD 2.941 (3.255)] +2024-10-17 07:47:53,535 - Train: 35.96% [449900/1251000] [359.6/1000.0] [batch_t 0.422 (0.430)] [data_t 0.015] [optim_t 0.407] [lr 0.002149] [CE 4.603 (4.270)] [KD 3.252 (3.299)] +2024-10-17 07:48:15,494 - Train: 35.97% [449950/1251000] [359.7/1000.0] [batch_t 0.502 (0.439)] [data_t 0.016] [optim_t 0.487] [lr 0.002149] [CE 4.062 (4.146)] [KD 3.260 (3.236)] +2024-10-17 07:48:37,643 - Train: 35.97% [450000/1251000] [359.7/1000.0] [batch_t 0.451 (0.443)] [data_t 0.015] [optim_t 0.436] [lr 0.002149] [CE 4.310 (4.228)] [KD 3.276 (3.292)] +2024-10-17 07:48:59,648 - Train: 35.98% [450050/1251000] [359.8/1000.0] [batch_t 0.423 (0.440)] [data_t 0.015] [optim_t 0.408] [lr 0.002148] [CE 4.403 (4.230)] [KD 3.514 (3.306)] +2024-10-17 07:49:21,040 - Train: 35.98% [450100/1251000] [359.8/1000.0] [batch_t 0.414 (0.428)] [data_t 0.015] [optim_t 0.399] [lr 0.002148] [CE 4.418 (4.237)] [KD 3.025 (3.244)] +2024-10-17 07:49:42,415 - Train: 35.98% [450150/1251000] [359.8/1000.0] [batch_t 0.399 (0.427)] [data_t 0.015] [optim_t 0.384] [lr 0.002148] [CE 3.997 (4.204)] [KD 3.214 (3.276)] +2024-10-17 07:50:03,650 - Train: 35.99% [450200/1251000] [359.9/1000.0] [batch_t 0.421 (0.425)] [data_t 0.015] [optim_t 0.406] [lr 0.002148] [CE 3.706 (4.193)] [KD 3.071 (3.259)] +2024-10-17 07:50:24,803 - Train: 35.99% [450250/1251000] [359.9/1000.0] [batch_t 0.435 (0.423)] [data_t 0.015] [optim_t 0.419] [lr 0.002148] [CE 3.782 (4.130)] [KD 2.961 (3.221)] +2024-10-17 07:50:46,454 - Train: 36.00% [450300/1251000] [360.0/1000.0] [batch_t 0.531 (0.433)] [data_t 0.189] [optim_t 0.343] [lr 0.002147] [CE 3.839 (4.228)] [KD 3.353 (3.244)] +2024-10-17 07:51:07,912 - Train: 36.00% [450350/1251000] [360.0/1000.0] [batch_t 0.362 (0.429)] [data_t 0.015] [optim_t 0.347] [lr 0.002147] [CE 4.278 (4.299)] [KD 3.294 (3.320)] +2024-10-17 07:51:32,425 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 38048] [top5_cnt 46665] [top_all 50000] +2024-10-17 07:51:32,426 - net: 76.096 (93.330) +2024-10-17 07:51:53,757 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40065] [top5_cnt 47606] [top_all 50000] +2024-10-17 07:51:53,758 - net_E: 80.130 (95.212) +2024-10-17 07:51:53,940 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 07:51:53,941 - ==> Total time: 2 days, 8:10:02 Eta: 4 days, 3:51:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 07:52:16,047 - Train: 36.00% [450400/1251000] [360.0/1000.0] [batch_t 0.359 (0.450)] [data_t 0.016] [optim_t 0.344] [lr 0.002147] [CE 4.440 (4.271)] [KD 3.201 (3.300)] +2024-10-17 07:52:38,237 - Train: 36.01% [450450/1251000] [360.1/1000.0] [batch_t 0.420 (0.443)] [data_t 0.015] [optim_t 0.404] [lr 0.002147] [CE 3.804 (4.192)] [KD 2.955 (3.254)] +2024-10-17 07:53:00,116 - Train: 36.01% [450500/1251000] [360.1/1000.0] [batch_t 0.432 (0.437)] [data_t 0.016] [optim_t 0.416] [lr 0.002147] [CE 3.921 (4.214)] [KD 3.109 (3.236)] +2024-10-17 07:53:22,273 - Train: 36.02% [450550/1251000] [360.2/1000.0] [batch_t 0.364 (0.443)] [data_t 0.015] [optim_t 0.348] [lr 0.002147] [CE 4.184 (4.186)] [KD 3.206 (3.209)] +2024-10-17 07:53:44,029 - Train: 36.02% [450600/1251000] [360.2/1000.0] [batch_t 0.434 (0.435)] [data_t 0.015] [optim_t 0.419] [lr 0.002146] [CE 3.851 (4.130)] [KD 2.901 (3.220)] +2024-10-17 07:54:05,384 - Train: 36.02% [450650/1251000] [360.2/1000.0] [batch_t 0.414 (0.427)] [data_t 0.016] [optim_t 0.399] [lr 0.002146] [CE 3.737 (4.264)] [KD 3.155 (3.297)] +2024-10-17 07:54:26,379 - Train: 36.03% [450700/1251000] [360.3/1000.0] [batch_t 0.465 (0.420)] [data_t 0.015] [optim_t 0.450] [lr 0.002146] [CE 4.188 (4.192)] [KD 3.498 (3.265)] +2024-10-17 07:54:47,553 - Train: 36.03% [450750/1251000] [360.3/1000.0] [batch_t 0.358 (0.423)] [data_t 0.015] [optim_t 0.343] [lr 0.002146] [CE 4.522 (4.212)] [KD 3.364 (3.239)] +2024-10-17 07:55:09,147 - Train: 36.04% [450800/1251000] [360.4/1000.0] [batch_t 0.362 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.002146] [CE 4.305 (4.278)] [KD 3.148 (3.249)] +2024-10-17 07:55:30,543 - Train: 36.04% [450850/1251000] [360.4/1000.0] [batch_t 0.506 (0.428)] [data_t 0.015] [optim_t 0.491] [lr 0.002146] [CE 4.055 (4.186)] [KD 3.274 (3.238)] +2024-10-17 07:55:52,296 - Train: 36.04% [450900/1251000] [360.4/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.347] [lr 0.002145] [CE 4.040 (4.131)] [KD 3.288 (3.201)] +2024-10-17 07:56:13,932 - Train: 36.05% [450950/1251000] [360.5/1000.0] [batch_t 0.529 (0.433)] [data_t 0.015] [optim_t 0.514] [lr 0.002145] [CE 4.381 (4.130)] [KD 3.551 (3.205)] +2024-10-17 07:56:35,911 - Train: 36.05% [451000/1251000] [360.5/1000.0] [batch_t 0.361 (0.439)] [data_t 0.015] [optim_t 0.345] [lr 0.002145] [CE 4.062 (4.254)] [KD 3.350 (3.261)] +2024-10-17 07:56:57,595 - Train: 36.06% [451050/1251000] [360.6/1000.0] [batch_t 0.367 (0.434)] [data_t 0.015] [optim_t 0.352] [lr 0.002145] [CE 3.800 (4.253)] [KD 3.067 (3.313)] +2024-10-17 07:57:19,090 - Train: 36.06% [451100/1251000] [360.6/1000.0] [batch_t 0.505 (0.430)] [data_t 0.015] [optim_t 0.490] [lr 0.002145] [CE 4.242 (4.190)] [KD 3.146 (3.221)] +2024-10-17 07:57:40,503 - Train: 36.06% [451150/1251000] [360.6/1000.0] [batch_t 0.492 (0.428)] [data_t 0.016] [optim_t 0.476] [lr 0.002145] [CE 4.456 (4.202)] [KD 3.392 (3.242)] +2024-10-17 07:58:02,500 - Train: 36.07% [451200/1251000] [360.7/1000.0] [batch_t 0.407 (0.440)] [data_t 0.016] [optim_t 0.392] [lr 0.002144] [CE 4.230 (4.207)] [KD 3.195 (3.243)] +2024-10-17 07:58:24,361 - Train: 36.07% [451250/1251000] [360.7/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.002144] [CE 4.236 (4.159)] [KD 3.503 (3.256)] +2024-10-17 07:58:45,812 - Train: 36.08% [451300/1251000] [360.8/1000.0] [batch_t 0.360 (0.429)] [data_t 0.016] [optim_t 0.344] [lr 0.002144] [CE 4.930 (4.164)] [KD 3.544 (3.221)] +2024-10-17 07:59:07,400 - Train: 36.08% [451350/1251000] [360.8/1000.0] [batch_t 0.431 (0.432)] [data_t 0.016] [optim_t 0.415] [lr 0.002144] [CE 4.139 (4.196)] [KD 3.203 (3.292)] +2024-10-17 07:59:29,591 - Train: 36.08% [451400/1251000] [360.8/1000.0] [batch_t 0.365 (0.444)] [data_t 0.015] [optim_t 0.350] [lr 0.002144] [CE 4.238 (4.248)] [KD 3.497 (3.303)] +2024-10-17 07:59:51,016 - Train: 36.09% [451450/1251000] [360.9/1000.0] [batch_t 0.361 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.002144] [CE 3.394 (4.214)] [KD 3.113 (3.282)] +2024-10-17 08:00:13,201 - Train: 36.09% [451500/1251000] [360.9/1000.0] [batch_t 0.462 (0.444)] [data_t 0.016] [optim_t 0.446] [lr 0.002143] [CE 3.830 (4.251)] [KD 3.145 (3.288)] +2024-10-17 08:00:35,206 - Train: 36.10% [451550/1251000] [361.0/1000.0] [batch_t 0.363 (0.440)] [data_t 0.015] [optim_t 0.347] [lr 0.002143] [CE 3.990 (4.251)] [KD 3.171 (3.314)] +2024-10-17 08:00:56,870 - Train: 36.10% [451600/1251000] [361.0/1000.0] [batch_t 0.359 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.002143] [CE 4.340 (4.259)] [KD 3.428 (3.272)] +2024-10-17 08:01:22,464 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 37883] [top5_cnt 46558] [top_all 50000] +2024-10-17 08:01:22,464 - net: 75.766 (93.116) +2024-10-17 08:01:43,034 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.403)] [top1_cnt 40093] [top5_cnt 47578] [top_all 50000] +2024-10-17 08:01:43,035 - net_E: 80.186 (95.156) +2024-10-17 08:01:43,212 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 08:01:43,212 - ==> Total time: 2 days, 8:19:51 Eta: 4 days, 3:42:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 08:02:04,595 - Train: 36.10% [451650/1251000] [361.0/1000.0] [batch_t 0.382 (0.512)] [data_t 0.037] [optim_t 0.345] [lr 0.002143] [CE 4.225 (4.230)] [KD 3.173 (3.258)] +2024-10-17 08:02:26,582 - Train: 36.11% [451700/1251000] [361.1/1000.0] [batch_t 0.433 (0.440)] [data_t 0.088] [optim_t 0.346] [lr 0.002143] [CE 4.040 (4.163)] [KD 3.117 (3.212)] +2024-10-17 08:02:47,987 - Train: 36.11% [451750/1251000] [361.1/1000.0] [batch_t 0.486 (0.428)] [data_t 0.144] [optim_t 0.342] [lr 0.002143] [CE 4.061 (4.247)] [KD 3.087 (3.262)] +2024-10-17 08:03:09,227 - Train: 36.12% [451800/1251000] [361.2/1000.0] [batch_t 0.431 (0.425)] [data_t 0.089] [optim_t 0.342] [lr 0.002142] [CE 4.066 (4.258)] [KD 2.960 (3.255)] +2024-10-17 08:03:30,386 - Train: 36.12% [451850/1251000] [361.2/1000.0] [batch_t 0.422 (0.423)] [data_t 0.077] [optim_t 0.345] [lr 0.002142] [CE 4.701 (4.194)] [KD 3.423 (3.286)] +2024-10-17 08:03:51,482 - Train: 36.12% [451900/1251000] [361.2/1000.0] [batch_t 0.414 (0.422)] [data_t 0.069] [optim_t 0.345] [lr 0.002142] [CE 4.323 (4.222)] [KD 3.171 (3.302)] +2024-10-17 08:04:12,968 - Train: 36.13% [451950/1251000] [361.3/1000.0] [batch_t 0.471 (0.430)] [data_t 0.128] [optim_t 0.343] [lr 0.002142] [CE 4.121 (4.205)] [KD 3.268 (3.289)] +2024-10-17 08:04:33,951 - Train: 36.13% [452000/1251000] [361.3/1000.0] [batch_t 0.402 (0.420)] [data_t 0.059] [optim_t 0.343] [lr 0.002142] [CE 4.675 (4.168)] [KD 3.596 (3.228)] +2024-10-17 08:04:54,944 - Train: 36.14% [452050/1251000] [361.4/1000.0] [batch_t 0.405 (0.420)] [data_t 0.061] [optim_t 0.344] [lr 0.002142] [CE 4.446 (4.315)] [KD 3.334 (3.323)] +2024-10-17 08:05:15,728 - Train: 36.14% [452100/1251000] [361.4/1000.0] [batch_t 0.412 (0.416)] [data_t 0.068] [optim_t 0.344] [lr 0.002141] [CE 4.108 (4.211)] [KD 3.335 (3.255)] +2024-10-17 08:05:36,846 - Train: 36.14% [452150/1251000] [361.4/1000.0] [batch_t 0.474 (0.422)] [data_t 0.131] [optim_t 0.343] [lr 0.002141] [CE 3.828 (4.286)] [KD 3.173 (3.310)] +2024-10-17 08:05:57,798 - Train: 36.15% [452200/1251000] [361.5/1000.0] [batch_t 0.422 (0.419)] [data_t 0.080] [optim_t 0.343] [lr 0.002141] [CE 4.575 (4.212)] [KD 3.564 (3.287)] +2024-10-17 08:06:18,919 - Train: 36.15% [452250/1251000] [361.5/1000.0] [batch_t 0.417 (0.422)] [data_t 0.074] [optim_t 0.343] [lr 0.002141] [CE 4.218 (4.216)] [KD 3.189 (3.255)] +2024-10-17 08:06:39,777 - Train: 36.16% [452300/1251000] [361.6/1000.0] [batch_t 0.465 (0.417)] [data_t 0.122] [optim_t 0.343] [lr 0.002141] [CE 3.847 (4.214)] [KD 3.293 (3.280)] +2024-10-17 08:07:00,955 - Train: 36.16% [452350/1251000] [361.6/1000.0] [batch_t 0.479 (0.423)] [data_t 0.137] [optim_t 0.342] [lr 0.002141] [CE 3.887 (4.191)] [KD 3.152 (3.296)] +2024-10-17 08:07:21,858 - Train: 36.16% [452400/1251000] [361.6/1000.0] [batch_t 0.393 (0.418)] [data_t 0.048] [optim_t 0.345] [lr 0.002140] [CE 4.428 (4.182)] [KD 3.296 (3.261)] +2024-10-17 08:07:43,027 - Train: 36.17% [452450/1251000] [361.7/1000.0] [batch_t 0.478 (0.423)] [data_t 0.135] [optim_t 0.344] [lr 0.002140] [CE 4.534 (4.178)] [KD 3.458 (3.268)] +2024-10-17 08:08:04,231 - Train: 36.17% [452500/1251000] [361.7/1000.0] [batch_t 0.405 (0.424)] [data_t 0.061] [optim_t 0.344] [lr 0.002140] [CE 3.895 (4.218)] [KD 3.256 (3.307)] +2024-10-17 08:08:25,888 - Train: 36.18% [452550/1251000] [361.8/1000.0] [batch_t 0.434 (0.433)] [data_t 0.092] [optim_t 0.342] [lr 0.002140] [CE 4.189 (4.203)] [KD 3.273 (3.259)] +2024-10-17 08:08:47,019 - Train: 36.18% [452600/1251000] [361.8/1000.0] [batch_t 0.397 (0.423)] [data_t 0.054] [optim_t 0.342] [lr 0.002140] [CE 4.438 (4.224)] [KD 3.245 (3.255)] +2024-10-17 08:09:08,358 - Train: 36.18% [452650/1251000] [361.8/1000.0] [batch_t 0.417 (0.427)] [data_t 0.015] [optim_t 0.402] [lr 0.002140] [CE 3.945 (4.214)] [KD 3.187 (3.253)] +2024-10-17 08:09:29,774 - Train: 36.19% [452700/1251000] [361.9/1000.0] [batch_t 0.424 (0.428)] [data_t 0.078] [optim_t 0.346] [lr 0.002139] [CE 4.104 (4.150)] [KD 3.305 (3.248)] +2024-10-17 08:09:51,171 - Train: 36.19% [452750/1251000] [361.9/1000.0] [batch_t 0.471 (0.428)] [data_t 0.130] [optim_t 0.341] [lr 0.002139] [CE 3.984 (4.226)] [KD 3.359 (3.259)] +2024-10-17 08:10:12,407 - Train: 36.20% [452800/1251000] [362.0/1000.0] [batch_t 0.408 (0.425)] [data_t 0.064] [optim_t 0.344] [lr 0.002139] [CE 4.585 (4.157)] [KD 3.504 (3.273)] +2024-10-17 08:10:34,046 - Train: 36.20% [452850/1251000] [362.0/1000.0] [batch_t 0.403 (0.433)] [data_t 0.015] [optim_t 0.388] [lr 0.002139] [CE 4.444 (4.213)] [KD 3.261 (3.276)] +2024-10-17 08:10:59,692 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 37952] [top5_cnt 46567] [top_all 50000] +2024-10-17 08:10:59,693 - net: 75.904 (93.134) +2024-10-17 08:11:21,437 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 40106] [top5_cnt 47580] [top_all 50000] +2024-10-17 08:11:21,437 - net_E: 80.212 (95.160) +2024-10-17 08:11:21,613 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 08:11:21,614 - ==> Total time: 2 days, 8:29:30 Eta: 4 days, 3:33:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 08:11:42,673 - Train: 36.20% [452900/1251000] [362.0/1000.0] [batch_t 0.504 (0.519)] [data_t 0.015] [optim_t 0.489] [lr 0.002139] [CE 4.369 (4.142)] [KD 3.235 (3.241)] +2024-10-17 08:12:05,162 - Train: 36.21% [452950/1251000] [362.1/1000.0] [batch_t 0.380 (0.450)] [data_t 0.015] [optim_t 0.365] [lr 0.002139] [CE 4.122 (4.222)] [KD 3.345 (3.263)] +2024-10-17 08:12:27,277 - Train: 36.21% [453000/1251000] [362.1/1000.0] [batch_t 0.515 (0.442)] [data_t 0.016] [optim_t 0.499] [lr 0.002138] [CE 4.192 (4.152)] [KD 3.291 (3.249)] +2024-10-17 08:12:48,810 - Train: 36.22% [453050/1251000] [362.2/1000.0] [batch_t 0.452 (0.431)] [data_t 0.016] [optim_t 0.436] [lr 0.002138] [CE 4.408 (4.269)] [KD 3.437 (3.279)] +2024-10-17 08:13:10,067 - Train: 36.22% [453100/1251000] [362.2/1000.0] [batch_t 0.424 (0.425)] [data_t 0.016] [optim_t 0.409] [lr 0.002138] [CE 3.958 (4.211)] [KD 3.175 (3.261)] +2024-10-17 08:13:31,208 - Train: 36.22% [453150/1251000] [362.2/1000.0] [batch_t 0.425 (0.423)] [data_t 0.015] [optim_t 0.410] [lr 0.002138] [CE 4.436 (4.205)] [KD 3.217 (3.268)] +2024-10-17 08:13:52,321 - Train: 36.23% [453200/1251000] [362.3/1000.0] [batch_t 0.465 (0.422)] [data_t 0.015] [optim_t 0.449] [lr 0.002138] [CE 4.371 (4.212)] [KD 3.445 (3.270)] +2024-10-17 08:14:13,407 - Train: 36.23% [453250/1251000] [362.3/1000.0] [batch_t 0.415 (0.422)] [data_t 0.015] [optim_t 0.400] [lr 0.002138] [CE 4.023 (4.243)] [KD 3.313 (3.262)] +2024-10-17 08:14:34,488 - Train: 36.24% [453300/1251000] [362.4/1000.0] [batch_t 0.473 (0.422)] [data_t 0.015] [optim_t 0.457] [lr 0.002137] [CE 3.810 (4.208)] [KD 3.150 (3.260)] +2024-10-17 08:14:55,721 - Train: 36.24% [453350/1251000] [362.4/1000.0] [batch_t 0.419 (0.425)] [data_t 0.015] [optim_t 0.403] [lr 0.002137] [CE 4.055 (4.207)] [KD 3.013 (3.180)] +2024-10-17 08:15:16,933 - Train: 36.24% [453400/1251000] [362.4/1000.0] [batch_t 0.407 (0.424)] [data_t 0.015] [optim_t 0.391] [lr 0.002137] [CE 4.432 (4.263)] [KD 3.469 (3.259)] +2024-10-17 08:15:38,047 - Train: 36.25% [453450/1251000] [362.5/1000.0] [batch_t 0.400 (0.422)] [data_t 0.015] [optim_t 0.384] [lr 0.002137] [CE 3.999 (4.222)] [KD 3.227 (3.261)] +2024-10-17 08:15:59,623 - Train: 36.25% [453500/1251000] [362.5/1000.0] [batch_t 0.482 (0.431)] [data_t 0.015] [optim_t 0.466] [lr 0.002137] [CE 4.183 (4.173)] [KD 3.084 (3.230)] +2024-10-17 08:16:21,038 - Train: 36.25% [453550/1251000] [362.5/1000.0] [batch_t 0.370 (0.428)] [data_t 0.015] [optim_t 0.355] [lr 0.002137] [CE 4.023 (4.175)] [KD 3.047 (3.247)] +2024-10-17 08:16:42,239 - Train: 36.26% [453600/1251000] [362.6/1000.0] [batch_t 0.505 (0.424)] [data_t 0.015] [optim_t 0.490] [lr 0.002136] [CE 4.609 (4.202)] [KD 3.439 (3.287)] +2024-10-17 08:17:03,737 - Train: 36.26% [453650/1251000] [362.6/1000.0] [batch_t 0.441 (0.430)] [data_t 0.015] [optim_t 0.425] [lr 0.002136] [CE 4.853 (4.260)] [KD 3.719 (3.321)] +2024-10-17 08:17:25,460 - Train: 36.27% [453700/1251000] [362.7/1000.0] [batch_t 0.364 (0.434)] [data_t 0.016] [optim_t 0.348] [lr 0.002136] [CE 3.955 (4.200)] [KD 3.040 (3.249)] +2024-10-17 08:17:46,716 - Train: 36.27% [453750/1251000] [362.7/1000.0] [batch_t 0.383 (0.425)] [data_t 0.015] [optim_t 0.367] [lr 0.002136] [CE 4.183 (4.119)] [KD 3.301 (3.239)] +2024-10-17 08:18:07,969 - Train: 36.27% [453800/1251000] [362.7/1000.0] [batch_t 0.439 (0.425)] [data_t 0.016] [optim_t 0.423] [lr 0.002136] [CE 4.286 (4.203)] [KD 3.165 (3.283)] +2024-10-17 08:18:28,700 - Train: 36.28% [453850/1251000] [362.8/1000.0] [batch_t 0.403 (0.415)] [data_t 0.016] [optim_t 0.388] [lr 0.002135] [CE 4.407 (4.183)] [KD 3.268 (3.248)] +2024-10-17 08:18:49,685 - Train: 36.28% [453900/1251000] [362.8/1000.0] [batch_t 0.475 (0.420)] [data_t 0.016] [optim_t 0.459] [lr 0.002135] [CE 4.505 (4.207)] [KD 3.384 (3.281)] +2024-10-17 08:19:10,926 - Train: 36.29% [453950/1251000] [362.9/1000.0] [batch_t 0.394 (0.425)] [data_t 0.015] [optim_t 0.378] [lr 0.002135] [CE 3.951 (4.230)] [KD 3.075 (3.256)] +2024-10-17 08:19:32,466 - Train: 36.29% [454000/1251000] [362.9/1000.0] [batch_t 0.487 (0.431)] [data_t 0.146] [optim_t 0.341] [lr 0.002135] [CE 4.191 (4.259)] [KD 3.191 (3.261)] +2024-10-17 08:19:53,885 - Train: 36.29% [454050/1251000] [362.9/1000.0] [batch_t 0.430 (0.428)] [data_t 0.086] [optim_t 0.343] [lr 0.002135] [CE 4.366 (4.186)] [KD 3.383 (3.282)] +2024-10-17 08:20:15,066 - Train: 36.30% [454100/1251000] [363.0/1000.0] [batch_t 0.414 (0.424)] [data_t 0.073] [optim_t 0.341] [lr 0.002135] [CE 4.272 (4.157)] [KD 3.277 (3.229)] +2024-10-17 08:20:41,621 - Test (net): 100.00% [50/50] [batch_t 0.131 (0.432)] [top1_cnt 38034] [top5_cnt 46658] [top_all 50000] +2024-10-17 08:20:41,621 - net: 76.068 (93.316) +2024-10-17 08:21:03,488 - Test (net_E): 100.00% [50/50] [batch_t 0.156 (0.430)] [top1_cnt 40119] [top5_cnt 47585] [top_all 50000] +2024-10-17 08:21:03,489 - net_E: 80.238 (95.170) +2024-10-17 08:21:03,647 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 08:21:03,647 - ==> Total time: 2 days, 8:39:12 Eta: 4 days, 3:24:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 08:21:24,833 - Train: 36.30% [454150/1251000] [363.0/1000.0] [batch_t 0.360 (0.459)] [data_t 0.015] [optim_t 0.345] [lr 0.002134] [CE 4.596 (4.171)] [KD 3.335 (3.176)] +2024-10-17 08:21:46,435 - Train: 36.31% [454200/1251000] [363.1/1000.0] [batch_t 0.358 (0.432)] [data_t 0.015] [optim_t 0.343] [lr 0.002134] [CE 4.585 (4.277)] [KD 3.442 (3.287)] +2024-10-17 08:22:07,688 - Train: 36.31% [454250/1251000] [363.1/1000.0] [batch_t 0.419 (0.425)] [data_t 0.015] [optim_t 0.403] [lr 0.002134] [CE 4.345 (4.266)] [KD 3.300 (3.247)] +2024-10-17 08:22:28,944 - Train: 36.31% [454300/1251000] [363.1/1000.0] [batch_t 0.415 (0.425)] [data_t 0.015] [optim_t 0.400] [lr 0.002134] [CE 4.191 (4.261)] [KD 3.455 (3.244)] +2024-10-17 08:22:49,937 - Train: 36.32% [454350/1251000] [363.2/1000.0] [batch_t 0.472 (0.420)] [data_t 0.015] [optim_t 0.456] [lr 0.002134] [CE 4.267 (4.243)] [KD 3.126 (3.267)] +2024-10-17 08:23:11,054 - Train: 36.32% [454400/1251000] [363.2/1000.0] [batch_t 0.499 (0.422)] [data_t 0.016] [optim_t 0.483] [lr 0.002134] [CE 4.135 (4.185)] [KD 3.293 (3.266)] +2024-10-17 08:23:32,230 - Train: 36.33% [454450/1251000] [363.3/1000.0] [batch_t 0.470 (0.423)] [data_t 0.015] [optim_t 0.455] [lr 0.002133] [CE 4.175 (4.194)] [KD 3.515 (3.277)] +2024-10-17 08:23:53,633 - Train: 36.33% [454500/1251000] [363.3/1000.0] [batch_t 0.421 (0.428)] [data_t 0.015] [optim_t 0.406] [lr 0.002133] [CE 4.351 (4.178)] [KD 3.363 (3.215)] +2024-10-17 08:24:15,033 - Train: 36.33% [454550/1251000] [363.3/1000.0] [batch_t 0.403 (0.428)] [data_t 0.016] [optim_t 0.387] [lr 0.002133] [CE 3.696 (4.191)] [KD 3.029 (3.276)] +2024-10-17 08:24:36,022 - Train: 36.34% [454600/1251000] [363.4/1000.0] [batch_t 0.437 (0.420)] [data_t 0.015] [optim_t 0.421] [lr 0.002133] [CE 4.068 (4.170)] [KD 3.168 (3.241)] +2024-10-17 08:24:57,307 - Train: 36.34% [454650/1251000] [363.4/1000.0] [batch_t 0.376 (0.426)] [data_t 0.015] [optim_t 0.360] [lr 0.002133] [CE 4.099 (4.194)] [KD 3.270 (3.156)] +2024-10-17 08:25:19,188 - Train: 36.35% [454700/1251000] [363.5/1000.0] [batch_t 0.416 (0.437)] [data_t 0.016] [optim_t 0.400] [lr 0.002133] [CE 4.191 (4.173)] [KD 3.371 (3.273)] +2024-10-17 08:25:40,593 - Train: 36.35% [454750/1251000] [363.5/1000.0] [batch_t 0.499 (0.428)] [data_t 0.015] [optim_t 0.484] [lr 0.002132] [CE 4.230 (4.230)] [KD 3.267 (3.276)] +2024-10-17 08:26:02,715 - Train: 36.35% [454800/1251000] [363.5/1000.0] [batch_t 0.499 (0.442)] [data_t 0.015] [optim_t 0.484] [lr 0.002132] [CE 4.846 (4.230)] [KD 3.569 (3.298)] +2024-10-17 08:26:24,551 - Train: 36.36% [454850/1251000] [363.6/1000.0] [batch_t 0.409 (0.437)] [data_t 0.016] [optim_t 0.394] [lr 0.002132] [CE 4.618 (4.166)] [KD 3.422 (3.252)] +2024-10-17 08:26:46,834 - Train: 36.36% [454900/1251000] [363.6/1000.0] [batch_t 0.481 (0.446)] [data_t 0.016] [optim_t 0.466] [lr 0.002132] [CE 3.665 (4.153)] [KD 2.953 (3.233)] +2024-10-17 08:27:08,630 - Train: 36.37% [454950/1251000] [363.7/1000.0] [batch_t 0.417 (0.436)] [data_t 0.016] [optim_t 0.402] [lr 0.002132] [CE 4.696 (4.207)] [KD 3.629 (3.242)] +2024-10-17 08:27:29,929 - Train: 36.37% [455000/1251000] [363.7/1000.0] [batch_t 0.448 (0.426)] [data_t 0.015] [optim_t 0.432] [lr 0.002132] [CE 4.714 (4.233)] [KD 3.786 (3.258)] +2024-10-17 08:27:51,303 - Train: 36.37% [455050/1251000] [363.7/1000.0] [batch_t 0.478 (0.427)] [data_t 0.015] [optim_t 0.463] [lr 0.002131] [CE 4.432 (4.191)] [KD 3.319 (3.252)] +2024-10-17 08:28:12,841 - Train: 36.38% [455100/1251000] [363.8/1000.0] [batch_t 0.399 (0.431)] [data_t 0.015] [optim_t 0.383] [lr 0.002131] [CE 3.768 (4.186)] [KD 3.176 (3.233)] +2024-10-17 08:28:34,084 - Train: 36.38% [455150/1251000] [363.8/1000.0] [batch_t 0.393 (0.425)] [data_t 0.015] [optim_t 0.378] [lr 0.002131] [CE 4.148 (4.209)] [KD 3.199 (3.277)] +2024-10-17 08:28:55,663 - Train: 36.39% [455200/1251000] [363.9/1000.0] [batch_t 0.487 (0.431)] [data_t 0.016] [optim_t 0.471] [lr 0.002131] [CE 4.325 (4.195)] [KD 3.478 (3.251)] +2024-10-17 08:29:17,069 - Train: 36.39% [455250/1251000] [363.9/1000.0] [batch_t 0.415 (0.428)] [data_t 0.015] [optim_t 0.399] [lr 0.002131] [CE 4.550 (4.259)] [KD 3.273 (3.257)] +2024-10-17 08:29:38,796 - Train: 36.39% [455300/1251000] [363.9/1000.0] [batch_t 0.440 (0.434)] [data_t 0.015] [optim_t 0.425] [lr 0.002131] [CE 4.072 (4.223)] [KD 3.280 (3.282)] +2024-10-17 08:29:59,951 - Train: 36.40% [455350/1251000] [364.0/1000.0] [batch_t 0.410 (0.423)] [data_t 0.015] [optim_t 0.395] [lr 0.002130] [CE 4.475 (4.197)] [KD 3.550 (3.253)] +2024-10-17 08:30:26,411 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.421)] [top1_cnt 38124] [top5_cnt 46634] [top_all 50000] +2024-10-17 08:30:26,412 - net: 76.248 (93.268) +2024-10-17 08:30:47,521 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 40115] [top5_cnt 47597] [top_all 50000] +2024-10-17 08:30:47,522 - net_E: 80.230 (95.194) +2024-10-17 08:30:47,683 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 08:30:47,683 - ==> Total time: 2 days, 8:48:56 Eta: 4 days, 3:16:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 08:31:07,324 - Train: 36.40% [455400/1251000] [364.0/1000.0] [batch_t 0.364 (0.510)] [data_t 0.015] [optim_t 0.349] [lr 0.002130] [CE 4.316 (4.239)] [KD 3.438 (3.260)] +2024-10-17 08:31:29,177 - Train: 36.41% [455450/1251000] [364.1/1000.0] [batch_t 0.391 (0.437)] [data_t 0.015] [optim_t 0.375] [lr 0.002130] [CE 4.186 (4.234)] [KD 3.409 (3.241)] +2024-10-17 08:31:51,336 - Train: 36.41% [455500/1251000] [364.1/1000.0] [batch_t 0.364 (0.443)] [data_t 0.015] [optim_t 0.348] [lr 0.002130] [CE 3.664 (4.228)] [KD 2.954 (3.237)] +2024-10-17 08:32:13,087 - Train: 36.41% [455550/1251000] [364.1/1000.0] [batch_t 0.435 (0.435)] [data_t 0.015] [optim_t 0.420] [lr 0.002130] [CE 4.213 (4.235)] [KD 3.266 (3.283)] +2024-10-17 08:32:34,784 - Train: 36.42% [455600/1251000] [364.2/1000.0] [batch_t 0.468 (0.434)] [data_t 0.015] [optim_t 0.452] [lr 0.002130] [CE 3.640 (4.188)] [KD 3.183 (3.259)] +2024-10-17 08:32:56,854 - Train: 36.42% [455650/1251000] [364.2/1000.0] [batch_t 0.449 (0.441)] [data_t 0.015] [optim_t 0.434] [lr 0.002129] [CE 3.721 (4.143)] [KD 3.066 (3.229)] +2024-10-17 08:33:18,977 - Train: 36.43% [455700/1251000] [364.3/1000.0] [batch_t 0.396 (0.442)] [data_t 0.015] [optim_t 0.380] [lr 0.002129] [CE 4.258 (4.175)] [KD 3.135 (3.189)] +2024-10-17 08:33:41,228 - Train: 36.43% [455750/1251000] [364.3/1000.0] [batch_t 0.458 (0.445)] [data_t 0.015] [optim_t 0.442] [lr 0.002129] [CE 4.340 (4.205)] [KD 3.333 (3.197)] +2024-10-17 08:34:03,360 - Train: 36.43% [455800/1251000] [364.3/1000.0] [batch_t 0.450 (0.443)] [data_t 0.015] [optim_t 0.435] [lr 0.002129] [CE 4.396 (4.180)] [KD 3.380 (3.219)] +2024-10-17 08:34:25,409 - Train: 36.44% [455850/1251000] [364.4/1000.0] [batch_t 0.456 (0.441)] [data_t 0.015] [optim_t 0.441] [lr 0.002129] [CE 4.718 (4.205)] [KD 3.466 (3.247)] +2024-10-17 08:34:47,009 - Train: 36.44% [455900/1251000] [364.4/1000.0] [batch_t 0.359 (0.432)] [data_t 0.015] [optim_t 0.344] [lr 0.002129] [CE 4.313 (4.239)] [KD 3.333 (3.241)] +2024-10-17 08:35:08,990 - Train: 36.45% [455950/1251000] [364.5/1000.0] [batch_t 0.426 (0.440)] [data_t 0.015] [optim_t 0.410] [lr 0.002128] [CE 4.355 (4.218)] [KD 3.240 (3.256)] +2024-10-17 08:35:30,469 - Train: 36.45% [456000/1251000] [364.5/1000.0] [batch_t 0.398 (0.429)] [data_t 0.016] [optim_t 0.382] [lr 0.002128] [CE 4.241 (4.270)] [KD 3.179 (3.267)] +2024-10-17 08:35:51,441 - Train: 36.45% [456050/1251000] [364.5/1000.0] [batch_t 0.360 (0.419)] [data_t 0.016] [optim_t 0.345] [lr 0.002128] [CE 4.259 (4.249)] [KD 3.337 (3.257)] +2024-10-17 08:36:12,217 - Train: 36.46% [456100/1251000] [364.6/1000.0] [batch_t 0.416 (0.415)] [data_t 0.016] [optim_t 0.400] [lr 0.002128] [CE 3.955 (4.241)] [KD 3.064 (3.262)] +2024-10-17 08:36:33,609 - Train: 36.46% [456150/1251000] [364.6/1000.0] [batch_t 0.482 (0.428)] [data_t 0.015] [optim_t 0.466] [lr 0.002128] [CE 4.254 (4.219)] [KD 3.143 (3.232)] +2024-10-17 08:36:55,007 - Train: 36.47% [456200/1251000] [364.7/1000.0] [batch_t 0.392 (0.428)] [data_t 0.015] [optim_t 0.377] [lr 0.002128] [CE 3.879 (4.207)] [KD 2.964 (3.266)] +2024-10-17 08:37:17,115 - Train: 36.47% [456250/1251000] [364.7/1000.0] [batch_t 0.550 (0.442)] [data_t 0.015] [optim_t 0.534] [lr 0.002127] [CE 4.326 (4.225)] [KD 3.379 (3.247)] +2024-10-17 08:37:38,576 - Train: 36.47% [456300/1251000] [364.7/1000.0] [batch_t 0.424 (0.429)] [data_t 0.016] [optim_t 0.409] [lr 0.002127] [CE 4.599 (4.189)] [KD 3.518 (3.263)] +2024-10-17 08:38:00,407 - Train: 36.48% [456350/1251000] [364.8/1000.0] [batch_t 0.539 (0.437)] [data_t 0.015] [optim_t 0.524] [lr 0.002127] [CE 3.937 (4.221)] [KD 3.034 (3.275)] +2024-10-17 08:38:21,876 - Train: 36.48% [456400/1251000] [364.8/1000.0] [batch_t 0.480 (0.429)] [data_t 0.015] [optim_t 0.465] [lr 0.002127] [CE 4.261 (4.226)] [KD 3.379 (3.259)] +2024-10-17 08:38:43,572 - Train: 36.49% [456450/1251000] [364.9/1000.0] [batch_t 0.387 (0.434)] [data_t 0.015] [optim_t 0.371] [lr 0.002127] [CE 4.330 (4.184)] [KD 3.408 (3.275)] +2024-10-17 08:39:04,216 - Train: 36.49% [456500/1251000] [364.9/1000.0] [batch_t 0.516 (0.413)] [data_t 0.015] [optim_t 0.501] [lr 0.002126] [CE 4.009 (4.206)] [KD 3.134 (3.326)] +2024-10-17 08:39:25,829 - Train: 36.49% [456550/1251000] [364.9/1000.0] [batch_t 0.362 (0.432)] [data_t 0.016] [optim_t 0.346] [lr 0.002126] [CE 4.606 (4.181)] [KD 3.465 (3.279)] +2024-10-17 08:39:48,079 - Train: 36.50% [456600/1251000] [365.0/1000.0] [batch_t 0.549 (0.445)] [data_t 0.026] [optim_t 0.524] [lr 0.002126] [CE 3.829 (4.205)] [KD 3.097 (3.224)] +2024-10-17 08:40:15,106 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.427)] [top1_cnt 38045] [top5_cnt 46626] [top_all 50000] +2024-10-17 08:40:15,106 - net: 76.090 (93.252) +2024-10-17 08:40:36,437 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.419)] [top1_cnt 40116] [top5_cnt 47607] [top_all 50000] +2024-10-17 08:40:36,438 - net_E: 80.232 (95.214) +2024-10-17 08:40:36,643 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.276 (epoch: 354)] +2024-10-17 08:40:36,644 - ==> Total time: 2 days, 8:58:45 Eta: 4 days, 3:07:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 08:40:57,001 - Train: 36.50% [456650/1251000] [365.0/1000.0] [batch_t 0.360 (0.542)] [data_t 0.015] [optim_t 0.345] [lr 0.002126] [CE 4.549 (4.125)] [KD 3.507 (3.162)] +2024-10-17 08:41:18,552 - Train: 36.51% [456700/1251000] [365.1/1000.0] [batch_t 0.444 (0.431)] [data_t 0.101] [optim_t 0.343] [lr 0.002126] [CE 4.370 (4.208)] [KD 3.325 (3.206)] +2024-10-17 08:41:40,482 - Train: 36.51% [456750/1251000] [365.1/1000.0] [batch_t 0.468 (0.438)] [data_t 0.128] [optim_t 0.340] [lr 0.002126] [CE 4.073 (4.218)] [KD 3.374 (3.213)] +2024-10-17 08:42:01,887 - Train: 36.51% [456800/1251000] [365.1/1000.0] [batch_t 0.420 (0.428)] [data_t 0.015] [optim_t 0.405] [lr 0.002125] [CE 3.846 (4.113)] [KD 3.112 (3.147)] +2024-10-17 08:42:23,066 - Train: 36.52% [456850/1251000] [365.2/1000.0] [batch_t 0.377 (0.423)] [data_t 0.015] [optim_t 0.361] [lr 0.002125] [CE 3.877 (4.137)] [KD 2.833 (3.179)] +2024-10-17 08:42:44,449 - Train: 36.52% [456900/1251000] [365.2/1000.0] [batch_t 0.411 (0.428)] [data_t 0.015] [optim_t 0.396] [lr 0.002125] [CE 3.938 (4.243)] [KD 3.279 (3.291)] +2024-10-17 08:43:06,419 - Train: 36.53% [456950/1251000] [365.3/1000.0] [batch_t 0.490 (0.439)] [data_t 0.015] [optim_t 0.475] [lr 0.002125] [CE 4.651 (4.139)] [KD 3.450 (3.212)] +2024-10-17 08:43:28,193 - Train: 36.53% [457000/1251000] [365.3/1000.0] [batch_t 0.527 (0.435)] [data_t 0.016] [optim_t 0.511] [lr 0.002125] [CE 4.182 (4.217)] [KD 3.084 (3.229)] +2024-10-17 08:43:50,026 - Train: 36.53% [457050/1251000] [365.3/1000.0] [batch_t 0.499 (0.437)] [data_t 0.147] [optim_t 0.352] [lr 0.002125] [CE 3.718 (4.182)] [KD 2.851 (3.204)] +2024-10-17 08:44:12,017 - Train: 36.54% [457100/1251000] [365.4/1000.0] [batch_t 0.452 (0.440)] [data_t 0.108] [optim_t 0.344] [lr 0.002124] [CE 4.556 (4.143)] [KD 3.323 (3.227)] +2024-10-17 08:44:34,099 - Train: 36.54% [457150/1251000] [365.4/1000.0] [batch_t 0.377 (0.442)] [data_t 0.035] [optim_t 0.342] [lr 0.002124] [CE 4.572 (4.217)] [KD 3.418 (3.237)] +2024-10-17 08:44:55,974 - Train: 36.55% [457200/1251000] [365.5/1000.0] [batch_t 0.361 (0.437)] [data_t 0.017] [optim_t 0.344] [lr 0.002124] [CE 4.979 (4.196)] [KD 3.522 (3.259)] +2024-10-17 08:45:17,658 - Train: 36.55% [457250/1251000] [365.5/1000.0] [batch_t 0.461 (0.434)] [data_t 0.111] [optim_t 0.350] [lr 0.002124] [CE 4.343 (4.231)] [KD 3.340 (3.256)] +2024-10-17 08:45:39,500 - Train: 36.55% [457300/1251000] [365.5/1000.0] [batch_t 0.428 (0.437)] [data_t 0.087] [optim_t 0.341] [lr 0.002124] [CE 4.190 (4.127)] [KD 3.144 (3.177)] +2024-10-17 08:46:00,909 - Train: 36.56% [457350/1251000] [365.6/1000.0] [batch_t 0.380 (0.428)] [data_t 0.039] [optim_t 0.341] [lr 0.002124] [CE 4.627 (4.224)] [KD 3.515 (3.240)] +2024-10-17 08:46:22,824 - Train: 36.56% [457400/1251000] [365.6/1000.0] [batch_t 0.495 (0.438)] [data_t 0.149] [optim_t 0.346] [lr 0.002123] [CE 3.972 (4.163)] [KD 3.084 (3.222)] +2024-10-17 08:46:43,947 - Train: 36.57% [457450/1251000] [365.7/1000.0] [batch_t 0.367 (0.422)] [data_t 0.025] [optim_t 0.342] [lr 0.002123] [CE 4.126 (4.192)] [KD 3.311 (3.253)] +2024-10-17 08:47:05,214 - Train: 36.57% [457500/1251000] [365.7/1000.0] [batch_t 0.770 (0.425)] [data_t 0.428] [optim_t 0.342] [lr 0.002123] [CE 4.451 (4.273)] [KD 3.464 (3.280)] +2024-10-17 08:47:25,996 - Train: 36.57% [457550/1251000] [365.7/1000.0] [batch_t 0.454 (0.416)] [data_t 0.112] [optim_t 0.342] [lr 0.002123] [CE 4.594 (4.200)] [KD 3.225 (3.228)] +2024-10-17 08:47:47,398 - Train: 36.58% [457600/1251000] [365.8/1000.0] [batch_t 0.482 (0.428)] [data_t 0.015] [optim_t 0.466] [lr 0.002123] [CE 4.774 (4.229)] [KD 3.432 (3.271)] +2024-10-17 08:48:09,147 - Train: 36.58% [457650/1251000] [365.8/1000.0] [batch_t 0.440 (0.435)] [data_t 0.015] [optim_t 0.425] [lr 0.002123] [CE 3.852 (4.174)] [KD 2.981 (3.213)] +2024-10-17 08:48:30,490 - Train: 36.59% [457700/1251000] [365.9/1000.0] [batch_t 0.390 (0.427)] [data_t 0.015] [optim_t 0.375] [lr 0.002122] [CE 4.183 (4.187)] [KD 3.186 (3.264)] +2024-10-17 08:48:51,739 - Train: 36.59% [457750/1251000] [365.9/1000.0] [batch_t 0.426 (0.425)] [data_t 0.015] [optim_t 0.410] [lr 0.002122] [CE 3.983 (4.181)] [KD 3.080 (3.245)] +2024-10-17 08:49:12,956 - Train: 36.59% [457800/1251000] [365.9/1000.0] [batch_t 0.386 (0.424)] [data_t 0.015] [optim_t 0.371] [lr 0.002122] [CE 4.090 (4.221)] [KD 3.348 (3.237)] +2024-10-17 08:49:34,427 - Train: 36.60% [457850/1251000] [366.0/1000.0] [batch_t 0.385 (0.429)] [data_t 0.016] [optim_t 0.369] [lr 0.002122] [CE 4.149 (4.219)] [KD 3.207 (3.265)] +2024-10-17 08:50:02,428 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 38013] [top5_cnt 46701] [top_all 50000] +2024-10-17 08:50:02,429 - net: 76.026 (93.402) +2024-10-17 08:50:24,421 - Test (net_E): 100.00% [50/50] [batch_t 0.150 (0.434)] [top1_cnt 40144] [top5_cnt 47599] [top_all 50000] +2024-10-17 08:50:24,422 - net_E: 80.288 (95.198) +2024-10-17 08:50:24,576 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 08:50:24,577 - ==> Total time: 2 days, 9:08:33 Eta: 4 days, 2:59:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 08:50:45,401 - Train: 36.60% [457900/1251000] [366.0/1000.0] [batch_t 0.363 (0.483)] [data_t 0.015] [optim_t 0.348] [lr 0.002122] [CE 4.045 (4.173)] [KD 3.104 (3.168)] +2024-10-17 08:51:06,206 - Train: 36.61% [457950/1251000] [366.1/1000.0] [batch_t 0.425 (0.416)] [data_t 0.015] [optim_t 0.409] [lr 0.002122] [CE 4.289 (4.208)] [KD 3.177 (3.257)] +2024-10-17 08:51:27,638 - Train: 36.61% [458000/1251000] [366.1/1000.0] [batch_t 0.461 (0.429)] [data_t 0.016] [optim_t 0.446] [lr 0.002121] [CE 3.830 (4.179)] [KD 2.722 (3.196)] +2024-10-17 08:51:49,105 - Train: 36.61% [458050/1251000] [366.1/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.002121] [CE 3.953 (4.197)] [KD 3.251 (3.179)] +2024-10-17 08:52:10,932 - Train: 36.62% [458100/1251000] [366.2/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.345] [lr 0.002121] [CE 4.123 (4.150)] [KD 3.286 (3.223)] +2024-10-17 08:52:32,480 - Train: 36.62% [458150/1251000] [366.2/1000.0] [batch_t 0.424 (0.431)] [data_t 0.016] [optim_t 0.408] [lr 0.002121] [CE 4.535 (4.162)] [KD 3.332 (3.240)] +2024-10-17 08:52:53,841 - Train: 36.63% [458200/1251000] [366.3/1000.0] [batch_t 0.452 (0.427)] [data_t 0.015] [optim_t 0.437] [lr 0.002121] [CE 4.078 (4.198)] [KD 3.338 (3.233)] +2024-10-17 08:53:15,003 - Train: 36.63% [458250/1251000] [366.3/1000.0] [batch_t 0.415 (0.423)] [data_t 0.016] [optim_t 0.399] [lr 0.002121] [CE 4.191 (4.150)] [KD 3.162 (3.181)] +2024-10-17 08:53:36,384 - Train: 36.63% [458300/1251000] [366.3/1000.0] [batch_t 0.435 (0.428)] [data_t 0.015] [optim_t 0.420] [lr 0.002120] [CE 4.284 (4.249)] [KD 3.137 (3.263)] +2024-10-17 08:53:58,042 - Train: 36.64% [458350/1251000] [366.4/1000.0] [batch_t 0.456 (0.433)] [data_t 0.015] [optim_t 0.441] [lr 0.002120] [CE 3.600 (4.202)] [KD 2.770 (3.248)] +2024-10-17 08:54:20,221 - Train: 36.64% [458400/1251000] [366.4/1000.0] [batch_t 0.358 (0.443)] [data_t 0.015] [optim_t 0.343] [lr 0.002120] [CE 4.295 (4.165)] [KD 3.251 (3.196)] +2024-10-17 08:54:40,425 - Train: 36.65% [458450/1251000] [366.5/1000.0] [batch_t 0.456 (0.404)] [data_t 0.015] [optim_t 0.441] [lr 0.002120] [CE 4.587 (4.175)] [KD 3.386 (3.236)] +2024-10-17 08:55:01,690 - Train: 36.65% [458500/1251000] [366.5/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.344] [lr 0.002120] [CE 4.131 (4.230)] [KD 3.143 (3.280)] +2024-10-17 08:55:23,986 - Train: 36.65% [458550/1251000] [366.5/1000.0] [batch_t 0.423 (0.446)] [data_t 0.016] [optim_t 0.407] [lr 0.002120] [CE 4.565 (4.279)] [KD 3.599 (3.310)] +2024-10-17 08:55:46,293 - Train: 36.66% [458600/1251000] [366.6/1000.0] [batch_t 0.482 (0.446)] [data_t 0.015] [optim_t 0.467] [lr 0.002119] [CE 4.394 (4.210)] [KD 3.273 (3.253)] +2024-10-17 08:56:07,509 - Train: 36.66% [458650/1251000] [366.6/1000.0] [batch_t 0.484 (0.424)] [data_t 0.015] [optim_t 0.469] [lr 0.002119] [CE 4.427 (4.162)] [KD 3.270 (3.198)] +2024-10-17 08:56:29,246 - Train: 36.67% [458700/1251000] [366.7/1000.0] [batch_t 0.466 (0.435)] [data_t 0.015] [optim_t 0.450] [lr 0.002119] [CE 4.066 (4.220)] [KD 3.313 (3.276)] +2024-10-17 08:56:50,870 - Train: 36.67% [458750/1251000] [366.7/1000.0] [batch_t 0.449 (0.432)] [data_t 0.015] [optim_t 0.434] [lr 0.002119] [CE 3.928 (4.240)] [KD 3.008 (3.276)] +2024-10-17 08:57:12,480 - Train: 36.67% [458800/1251000] [366.7/1000.0] [batch_t 0.433 (0.432)] [data_t 0.015] [optim_t 0.418] [lr 0.002119] [CE 4.446 (4.209)] [KD 3.495 (3.255)] +2024-10-17 08:57:33,797 - Train: 36.68% [458850/1251000] [366.8/1000.0] [batch_t 0.445 (0.426)] [data_t 0.015] [optim_t 0.430] [lr 0.002118] [CE 4.006 (4.219)] [KD 3.142 (3.268)] +2024-10-17 08:57:55,734 - Train: 36.68% [458900/1251000] [366.8/1000.0] [batch_t 0.434 (0.439)] [data_t 0.015] [optim_t 0.418] [lr 0.002118] [CE 4.821 (4.221)] [KD 3.602 (3.297)] +2024-10-17 08:58:16,388 - Train: 36.69% [458950/1251000] [366.9/1000.0] [batch_t 0.398 (0.413)] [data_t 0.015] [optim_t 0.383] [lr 0.002118] [CE 4.513 (4.228)] [KD 3.390 (3.282)] +2024-10-17 08:58:37,270 - Train: 36.69% [459000/1251000] [366.9/1000.0] [batch_t 0.456 (0.418)] [data_t 0.015] [optim_t 0.441] [lr 0.002118] [CE 4.172 (4.201)] [KD 3.228 (3.249)] +2024-10-17 08:58:59,086 - Train: 36.69% [459050/1251000] [366.9/1000.0] [batch_t 0.424 (0.436)] [data_t 0.015] [optim_t 0.408] [lr 0.002118] [CE 4.459 (4.191)] [KD 3.408 (3.286)] +2024-10-17 08:59:20,951 - Train: 36.70% [459100/1251000] [367.0/1000.0] [batch_t 0.416 (0.437)] [data_t 0.015] [optim_t 0.401] [lr 0.002118] [CE 4.632 (4.213)] [KD 3.297 (3.311)] +2024-10-17 08:59:48,946 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 37756] [top5_cnt 46542] [top_all 50000] +2024-10-17 08:59:48,947 - net: 75.512 (93.084) +2024-10-17 09:00:09,877 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 40129] [top5_cnt 47607] [top_all 50000] +2024-10-17 09:00:09,878 - net_E: 80.258 (95.214) +2024-10-17 09:00:10,045 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 09:00:10,045 - ==> Total time: 2 days, 9:18:18 Eta: 4 days, 2:50:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 09:00:28,508 - Train: 36.70% [459150/1251000] [367.0/1000.0] [batch_t 0.605 (0.519)] [data_t 0.015] [optim_t 0.589] [lr 0.002117] [CE 4.148 (4.184)] [KD 3.156 (3.245)] +2024-10-17 09:00:50,205 - Train: 36.71% [459200/1251000] [367.1/1000.0] [batch_t 0.462 (0.434)] [data_t 0.015] [optim_t 0.447] [lr 0.002117] [CE 4.437 (4.220)] [KD 3.325 (3.268)] +2024-10-17 09:01:11,695 - Train: 36.71% [459250/1251000] [367.1/1000.0] [batch_t 0.400 (0.430)] [data_t 0.015] [optim_t 0.385] [lr 0.002117] [CE 4.336 (4.205)] [KD 3.293 (3.256)] +2024-10-17 09:01:33,599 - Train: 36.71% [459300/1251000] [367.1/1000.0] [batch_t 0.381 (0.438)] [data_t 0.015] [optim_t 0.366] [lr 0.002117] [CE 4.340 (4.274)] [KD 3.484 (3.264)] +2024-10-17 09:01:54,388 - Train: 36.72% [459350/1251000] [367.2/1000.0] [batch_t 0.381 (0.416)] [data_t 0.015] [optim_t 0.366] [lr 0.002117] [CE 4.152 (4.257)] [KD 3.090 (3.239)] +2024-10-17 09:02:15,549 - Train: 36.72% [459400/1251000] [367.2/1000.0] [batch_t 0.385 (0.423)] [data_t 0.015] [optim_t 0.370] [lr 0.002117] [CE 3.933 (4.200)] [KD 3.246 (3.166)] +2024-10-17 09:02:36,908 - Train: 36.73% [459450/1251000] [367.3/1000.0] [batch_t 0.473 (0.427)] [data_t 0.015] [optim_t 0.458] [lr 0.002116] [CE 4.535 (4.198)] [KD 3.360 (3.248)] +2024-10-17 09:02:58,924 - Train: 36.73% [459500/1251000] [367.3/1000.0] [batch_t 0.364 (0.440)] [data_t 0.015] [optim_t 0.349] [lr 0.002116] [CE 4.427 (4.263)] [KD 3.310 (3.261)] +2024-10-17 09:03:20,201 - Train: 36.73% [459550/1251000] [367.3/1000.0] [batch_t 0.440 (0.425)] [data_t 0.015] [optim_t 0.425] [lr 0.002116] [CE 4.124 (4.265)] [KD 3.274 (3.256)] +2024-10-17 09:03:41,089 - Train: 36.74% [459600/1251000] [367.4/1000.0] [batch_t 0.408 (0.418)] [data_t 0.015] [optim_t 0.392] [lr 0.002116] [CE 3.804 (4.150)] [KD 2.955 (3.256)] +2024-10-17 09:04:02,593 - Train: 36.74% [459650/1251000] [367.4/1000.0] [batch_t 0.406 (0.430)] [data_t 0.015] [optim_t 0.390] [lr 0.002116] [CE 3.717 (4.222)] [KD 3.042 (3.274)] +2024-10-17 09:04:23,799 - Train: 36.75% [459700/1251000] [367.5/1000.0] [batch_t 0.381 (0.424)] [data_t 0.016] [optim_t 0.365] [lr 0.002116] [CE 4.534 (4.237)] [KD 3.478 (3.266)] +2024-10-17 09:04:45,259 - Train: 36.75% [459750/1251000] [367.5/1000.0] [batch_t 0.379 (0.429)] [data_t 0.015] [optim_t 0.364] [lr 0.002115] [CE 3.506 (4.163)] [KD 2.909 (3.225)] +2024-10-17 09:05:06,722 - Train: 36.75% [459800/1251000] [367.5/1000.0] [batch_t 0.379 (0.429)] [data_t 0.015] [optim_t 0.363] [lr 0.002115] [CE 4.159 (4.187)] [KD 3.042 (3.253)] +2024-10-17 09:05:28,295 - Train: 36.76% [459850/1251000] [367.6/1000.0] [batch_t 0.398 (0.431)] [data_t 0.015] [optim_t 0.382] [lr 0.002115] [CE 4.267 (4.187)] [KD 3.442 (3.285)] +2024-10-17 09:05:49,401 - Train: 36.76% [459900/1251000] [367.6/1000.0] [batch_t 0.430 (0.422)] [data_t 0.015] [optim_t 0.415] [lr 0.002115] [CE 4.600 (4.224)] [KD 3.454 (3.241)] +2024-10-17 09:06:10,682 - Train: 36.77% [459950/1251000] [367.7/1000.0] [batch_t 0.410 (0.426)] [data_t 0.015] [optim_t 0.395] [lr 0.002115] [CE 4.109 (4.237)] [KD 3.390 (3.262)] +2024-10-17 09:06:31,997 - Train: 36.77% [460000/1251000] [367.7/1000.0] [batch_t 0.427 (0.426)] [data_t 0.016] [optim_t 0.411] [lr 0.002115] [CE 4.630 (4.229)] [KD 3.338 (3.228)] +2024-10-17 09:06:53,284 - Train: 36.77% [460050/1251000] [367.7/1000.0] [batch_t 0.439 (0.426)] [data_t 0.016] [optim_t 0.423] [lr 0.002114] [CE 4.546 (4.253)] [KD 3.549 (3.288)] +2024-10-17 09:07:14,781 - Train: 36.78% [460100/1251000] [367.8/1000.0] [batch_t 0.421 (0.430)] [data_t 0.015] [optim_t 0.406] [lr 0.002114] [CE 4.327 (4.201)] [KD 3.372 (3.280)] +2024-10-17 09:07:36,067 - Train: 36.78% [460150/1251000] [367.8/1000.0] [batch_t 0.459 (0.426)] [data_t 0.015] [optim_t 0.444] [lr 0.002114] [CE 4.295 (4.163)] [KD 3.078 (3.260)] +2024-10-17 09:07:57,804 - Train: 36.79% [460200/1251000] [367.9/1000.0] [batch_t 0.441 (0.435)] [data_t 0.015] [optim_t 0.426] [lr 0.002114] [CE 4.071 (4.185)] [KD 3.186 (3.278)] +2024-10-17 09:08:19,706 - Train: 36.79% [460250/1251000] [367.9/1000.0] [batch_t 0.486 (0.438)] [data_t 0.135] [optim_t 0.352] [lr 0.002114] [CE 4.394 (4.285)] [KD 3.213 (3.252)] +2024-10-17 09:08:41,435 - Train: 36.79% [460300/1251000] [367.9/1000.0] [batch_t 0.421 (0.434)] [data_t 0.070] [optim_t 0.351] [lr 0.002114] [CE 4.137 (4.205)] [KD 3.315 (3.216)] +2024-10-17 09:09:02,758 - Train: 36.80% [460350/1251000] [368.0/1000.0] [batch_t 0.382 (0.426)] [data_t 0.015] [optim_t 0.366] [lr 0.002113] [CE 4.479 (4.193)] [KD 3.257 (3.242)] +2024-10-17 09:09:30,956 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 38044] [top5_cnt 46604] [top_all 50000] +2024-10-17 09:09:30,957 - net: 76.088 (93.208) +2024-10-17 09:09:52,289 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40109] [top5_cnt 47603] [top_all 50000] +2024-10-17 09:09:52,290 - net_E: 80.218 (95.206) +2024-10-17 09:09:52,434 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 09:09:52,435 - ==> Total time: 2 days, 9:28:01 Eta: 4 days, 2:41:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 09:10:10,835 - Train: 36.80% [460400/1251000] [368.0/1000.0] [batch_t 0.470 (0.533)] [data_t 0.130] [optim_t 0.340] [lr 0.002113] [CE 3.953 (4.140)] [KD 3.160 (3.183)] +2024-10-17 09:10:32,265 - Train: 36.81% [460450/1251000] [368.1/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.345] [lr 0.002113] [CE 4.611 (4.199)] [KD 3.517 (3.224)] +2024-10-17 09:10:54,248 - Train: 36.81% [460500/1251000] [368.1/1000.0] [batch_t 0.505 (0.440)] [data_t 0.015] [optim_t 0.490] [lr 0.002113] [CE 3.877 (4.181)] [KD 2.854 (3.230)] +2024-10-17 09:11:15,733 - Train: 36.81% [460550/1251000] [368.1/1000.0] [batch_t 0.515 (0.430)] [data_t 0.015] [optim_t 0.500] [lr 0.002113] [CE 4.200 (4.198)] [KD 3.276 (3.206)] +2024-10-17 09:11:37,376 - Train: 36.82% [460600/1251000] [368.2/1000.0] [batch_t 0.450 (0.433)] [data_t 0.016] [optim_t 0.434] [lr 0.002113] [CE 4.000 (4.223)] [KD 3.052 (3.254)] +2024-10-17 09:11:59,319 - Train: 36.82% [460650/1251000] [368.2/1000.0] [batch_t 0.409 (0.439)] [data_t 0.016] [optim_t 0.394] [lr 0.002112] [CE 3.855 (4.155)] [KD 3.166 (3.202)] +2024-10-17 09:12:20,423 - Train: 36.83% [460700/1251000] [368.3/1000.0] [batch_t 0.423 (0.422)] [data_t 0.015] [optim_t 0.408] [lr 0.002112] [CE 3.721 (4.215)] [KD 3.063 (3.236)] +2024-10-17 09:12:41,335 - Train: 36.83% [460750/1251000] [368.3/1000.0] [batch_t 0.398 (0.418)] [data_t 0.015] [optim_t 0.383] [lr 0.002112] [CE 4.221 (4.238)] [KD 3.193 (3.233)] +2024-10-17 09:13:02,310 - Train: 36.83% [460800/1251000] [368.3/1000.0] [batch_t 0.360 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.002112] [CE 4.083 (4.148)] [KD 3.169 (3.229)] +2024-10-17 09:13:22,978 - Train: 36.84% [460850/1251000] [368.4/1000.0] [batch_t 0.400 (0.413)] [data_t 0.015] [optim_t 0.384] [lr 0.002112] [CE 3.865 (4.220)] [KD 3.099 (3.244)] +2024-10-17 09:13:43,696 - Train: 36.84% [460900/1251000] [368.4/1000.0] [batch_t 0.377 (0.414)] [data_t 0.016] [optim_t 0.362] [lr 0.002112] [CE 4.294 (4.174)] [KD 3.308 (3.264)] +2024-10-17 09:14:04,786 - Train: 36.85% [460950/1251000] [368.5/1000.0] [batch_t 0.384 (0.422)] [data_t 0.015] [optim_t 0.369] [lr 0.002111] [CE 4.527 (4.255)] [KD 3.301 (3.287)] +2024-10-17 09:14:25,969 - Train: 36.85% [461000/1251000] [368.5/1000.0] [batch_t 0.480 (0.424)] [data_t 0.133] [optim_t 0.347] [lr 0.002111] [CE 4.456 (4.264)] [KD 3.468 (3.281)] +2024-10-17 09:14:46,784 - Train: 36.85% [461050/1251000] [368.5/1000.0] [batch_t 0.500 (0.416)] [data_t 0.015] [optim_t 0.485] [lr 0.002111] [CE 4.250 (4.268)] [KD 3.446 (3.300)] +2024-10-17 09:15:08,554 - Train: 36.86% [461100/1251000] [368.6/1000.0] [batch_t 0.392 (0.435)] [data_t 0.016] [optim_t 0.377] [lr 0.002111] [CE 3.901 (4.145)] [KD 3.085 (3.194)] +2024-10-17 09:15:29,460 - Train: 36.86% [461150/1251000] [368.6/1000.0] [batch_t 0.362 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.002111] [CE 4.350 (4.256)] [KD 3.197 (3.274)] +2024-10-17 09:15:49,700 - Train: 36.87% [461200/1251000] [368.7/1000.0] [batch_t 0.446 (0.405)] [data_t 0.015] [optim_t 0.430] [lr 0.002110] [CE 4.000 (4.183)] [KD 3.217 (3.236)] +2024-10-17 09:16:09,967 - Train: 36.87% [461250/1251000] [368.7/1000.0] [batch_t 0.399 (0.405)] [data_t 0.015] [optim_t 0.384] [lr 0.002110] [CE 3.954 (4.239)] [KD 2.945 (3.307)] +2024-10-17 09:16:30,809 - Train: 36.87% [461300/1251000] [368.7/1000.0] [batch_t 0.448 (0.417)] [data_t 0.015] [optim_t 0.432] [lr 0.002110] [CE 3.812 (4.219)] [KD 3.116 (3.300)] +2024-10-17 09:16:51,942 - Train: 36.88% [461350/1251000] [368.8/1000.0] [batch_t 0.386 (0.423)] [data_t 0.015] [optim_t 0.370] [lr 0.002110] [CE 4.155 (4.250)] [KD 3.210 (3.236)] +2024-10-17 09:17:13,137 - Train: 36.88% [461400/1251000] [368.8/1000.0] [batch_t 0.486 (0.424)] [data_t 0.015] [optim_t 0.471] [lr 0.002110] [CE 3.820 (4.175)] [KD 3.066 (3.206)] +2024-10-17 09:17:33,914 - Train: 36.89% [461450/1251000] [368.9/1000.0] [batch_t 0.468 (0.415)] [data_t 0.015] [optim_t 0.452] [lr 0.002110] [CE 4.545 (4.172)] [KD 3.595 (3.221)] +2024-10-17 09:17:54,706 - Train: 36.89% [461500/1251000] [368.9/1000.0] [batch_t 0.373 (0.416)] [data_t 0.015] [optim_t 0.358] [lr 0.002109] [CE 4.447 (4.243)] [KD 3.462 (3.302)] +2024-10-17 09:18:15,675 - Train: 36.89% [461550/1251000] [368.9/1000.0] [batch_t 0.401 (0.419)] [data_t 0.016] [optim_t 0.385] [lr 0.002109] [CE 4.072 (4.238)] [KD 3.271 (3.268)] +2024-10-17 09:18:36,728 - Train: 36.90% [461600/1251000] [369.0/1000.0] [batch_t 0.434 (0.421)] [data_t 0.015] [optim_t 0.418] [lr 0.002109] [CE 4.094 (4.243)] [KD 3.257 (3.285)] +2024-10-17 09:19:05,469 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 38114] [top5_cnt 46710] [top_all 50000] +2024-10-17 09:19:05,469 - net: 76.228 (93.420) +2024-10-17 09:19:26,662 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 40123] [top5_cnt 47608] [top_all 50000] +2024-10-17 09:19:26,662 - net_E: 80.246 (95.216) +2024-10-17 09:19:26,820 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 09:19:26,821 - ==> Total time: 2 days, 9:37:35 Eta: 4 days, 2:32:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 09:19:44,422 - Train: 36.90% [461650/1251000] [369.0/1000.0] [batch_t 0.413 (0.522)] [data_t 0.070] [optim_t 0.343] [lr 0.002109] [CE 3.927 (4.113)] [KD 3.023 (3.166)] +2024-10-17 09:20:06,091 - Train: 36.91% [461700/1251000] [369.1/1000.0] [batch_t 0.424 (0.433)] [data_t 0.078] [optim_t 0.346] [lr 0.002109] [CE 3.638 (4.147)] [KD 2.836 (3.202)] +2024-10-17 09:20:27,474 - Train: 36.91% [461750/1251000] [369.1/1000.0] [batch_t 0.362 (0.428)] [data_t 0.016] [optim_t 0.346] [lr 0.002109] [CE 3.824 (4.263)] [KD 2.999 (3.218)] +2024-10-17 09:20:49,157 - Train: 36.91% [461800/1251000] [369.1/1000.0] [batch_t 0.405 (0.434)] [data_t 0.060] [optim_t 0.345] [lr 0.002108] [CE 4.285 (4.195)] [KD 3.451 (3.195)] +2024-10-17 09:21:11,177 - Train: 36.92% [461850/1251000] [369.2/1000.0] [batch_t 0.443 (0.440)] [data_t 0.099] [optim_t 0.344] [lr 0.002108] [CE 4.459 (4.150)] [KD 3.334 (3.164)] +2024-10-17 09:21:33,389 - Train: 36.92% [461900/1251000] [369.2/1000.0] [batch_t 0.359 (0.444)] [data_t 0.016] [optim_t 0.344] [lr 0.002108] [CE 4.094 (4.182)] [KD 3.097 (3.205)] +2024-10-17 09:21:55,260 - Train: 36.93% [461950/1251000] [369.3/1000.0] [batch_t 0.399 (0.437)] [data_t 0.056] [optim_t 0.344] [lr 0.002108] [CE 4.302 (4.217)] [KD 3.267 (3.237)] +2024-10-17 09:22:16,510 - Train: 36.93% [462000/1251000] [369.3/1000.0] [batch_t 0.359 (0.425)] [data_t 0.015] [optim_t 0.344] [lr 0.002108] [CE 3.967 (4.272)] [KD 3.118 (3.232)] +2024-10-17 09:22:36,760 - Train: 36.93% [462050/1251000] [369.3/1000.0] [batch_t 0.363 (0.405)] [data_t 0.016] [optim_t 0.347] [lr 0.002108] [CE 4.642 (4.255)] [KD 3.405 (3.218)] +2024-10-17 09:22:57,255 - Train: 36.94% [462100/1251000] [369.4/1000.0] [batch_t 0.446 (0.410)] [data_t 0.101] [optim_t 0.345] [lr 0.002107] [CE 4.505 (4.240)] [KD 3.371 (3.236)] +2024-10-17 09:23:18,633 - Train: 36.94% [462150/1251000] [369.4/1000.0] [batch_t 0.383 (0.427)] [data_t 0.039] [optim_t 0.345] [lr 0.002107] [CE 4.331 (4.187)] [KD 3.196 (3.227)] +2024-10-17 09:23:39,573 - Train: 36.95% [462200/1251000] [369.5/1000.0] [batch_t 0.363 (0.419)] [data_t 0.015] [optim_t 0.348] [lr 0.002107] [CE 4.490 (4.301)] [KD 3.290 (3.261)] +2024-10-17 09:24:00,765 - Train: 36.95% [462250/1251000] [369.5/1000.0] [batch_t 0.362 (0.424)] [data_t 0.016] [optim_t 0.347] [lr 0.002107] [CE 3.970 (4.228)] [KD 3.168 (3.280)] +2024-10-17 09:24:21,949 - Train: 36.95% [462300/1251000] [369.5/1000.0] [batch_t 0.448 (0.424)] [data_t 0.102] [optim_t 0.346] [lr 0.002107] [CE 4.615 (4.240)] [KD 3.340 (3.276)] +2024-10-17 09:24:44,008 - Train: 36.96% [462350/1251000] [369.6/1000.0] [batch_t 0.519 (0.441)] [data_t 0.175] [optim_t 0.344] [lr 0.002107] [CE 4.206 (4.246)] [KD 3.118 (3.237)] +2024-10-17 09:25:05,423 - Train: 36.96% [462400/1251000] [369.6/1000.0] [batch_t 0.363 (0.428)] [data_t 0.015] [optim_t 0.348] [lr 0.002106] [CE 4.308 (4.282)] [KD 3.289 (3.278)] +2024-10-17 09:25:26,223 - Train: 36.97% [462450/1251000] [369.7/1000.0] [batch_t 0.397 (0.416)] [data_t 0.053] [optim_t 0.344] [lr 0.002106] [CE 3.877 (4.284)] [KD 3.082 (3.288)] +2024-10-17 09:25:47,962 - Train: 36.97% [462500/1251000] [369.7/1000.0] [batch_t 0.425 (0.435)] [data_t 0.082] [optim_t 0.343] [lr 0.002106] [CE 4.400 (4.179)] [KD 3.525 (3.230)] +2024-10-17 09:26:09,041 - Train: 36.97% [462550/1251000] [369.7/1000.0] [batch_t 0.486 (0.421)] [data_t 0.144] [optim_t 0.343] [lr 0.002106] [CE 4.210 (4.216)] [KD 3.361 (3.266)] +2024-10-17 09:26:29,449 - Train: 36.98% [462600/1251000] [369.8/1000.0] [batch_t 0.420 (0.408)] [data_t 0.074] [optim_t 0.346] [lr 0.002106] [CE 4.192 (4.244)] [KD 3.431 (3.287)] +2024-10-17 09:26:51,025 - Train: 36.98% [462650/1251000] [369.8/1000.0] [batch_t 0.421 (0.431)] [data_t 0.075] [optim_t 0.346] [lr 0.002106] [CE 4.370 (4.245)] [KD 3.308 (3.283)] +2024-10-17 09:27:12,955 - Train: 36.99% [462700/1251000] [369.9/1000.0] [batch_t 0.364 (0.438)] [data_t 0.016] [optim_t 0.348] [lr 0.002105] [CE 4.062 (4.206)] [KD 3.096 (3.187)] +2024-10-17 09:27:34,617 - Train: 36.99% [462750/1251000] [369.9/1000.0] [batch_t 0.371 (0.433)] [data_t 0.030] [optim_t 0.342] [lr 0.002105] [CE 4.439 (4.232)] [KD 3.190 (3.212)] +2024-10-17 09:27:56,065 - Train: 36.99% [462800/1251000] [369.9/1000.0] [batch_t 0.497 (0.429)] [data_t 0.154] [optim_t 0.343] [lr 0.002105] [CE 4.011 (4.218)] [KD 2.936 (3.262)] +2024-10-17 09:28:17,085 - Train: 37.00% [462850/1251000] [370.0/1000.0] [batch_t 0.415 (0.420)] [data_t 0.071] [optim_t 0.344] [lr 0.002105] [CE 4.443 (4.201)] [KD 3.310 (3.229)] +2024-10-17 09:28:46,694 - Test (net): 100.00% [50/50] [batch_t 0.161 (0.423)] [top1_cnt 37995] [top5_cnt 46739] [top_all 50000] +2024-10-17 09:28:46,694 - net: 75.990 (93.478) +2024-10-17 09:29:07,737 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 40101] [top5_cnt 47625] [top_all 50000] +2024-10-17 09:29:07,737 - net_E: 80.202 (95.250) +2024-10-17 09:29:07,887 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 09:29:07,887 - ==> Total time: 2 days, 9:47:16 Eta: 4 days, 2:23:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 09:29:25,601 - Train: 37.00% [462900/1251000] [370.0/1000.0] [batch_t 0.361 (0.546)] [data_t 0.015] [optim_t 0.345] [lr 0.002105] [CE 4.367 (4.211)] [KD 3.353 (3.226)] +2024-10-17 09:29:47,187 - Train: 37.01% [462950/1251000] [370.1/1000.0] [batch_t 0.460 (0.432)] [data_t 0.034] [optim_t 0.426] [lr 0.002104] [CE 4.188 (4.180)] [KD 3.331 (3.221)] +2024-10-17 09:30:08,112 - Train: 37.01% [463000/1251000] [370.1/1000.0] [batch_t 0.419 (0.418)] [data_t 0.075] [optim_t 0.344] [lr 0.002104] [CE 4.200 (4.173)] [KD 3.442 (3.186)] +2024-10-17 09:30:28,849 - Train: 37.01% [463050/1251000] [370.1/1000.0] [batch_t 0.416 (0.415)] [data_t 0.074] [optim_t 0.342] [lr 0.002104] [CE 4.154 (4.131)] [KD 3.130 (3.170)] +2024-10-17 09:30:49,902 - Train: 37.02% [463100/1251000] [370.2/1000.0] [batch_t 0.387 (0.421)] [data_t 0.039] [optim_t 0.348] [lr 0.002104] [CE 4.174 (4.184)] [KD 3.139 (3.233)] +2024-10-17 09:31:10,776 - Train: 37.02% [463150/1251000] [370.2/1000.0] [batch_t 0.435 (0.417)] [data_t 0.093] [optim_t 0.342] [lr 0.002104] [CE 4.032 (4.245)] [KD 2.980 (3.254)] +2024-10-17 09:31:31,850 - Train: 37.03% [463200/1251000] [370.3/1000.0] [batch_t 0.468 (0.421)] [data_t 0.126] [optim_t 0.342] [lr 0.002104] [CE 3.665 (4.216)] [KD 3.084 (3.245)] +2024-10-17 09:31:53,030 - Train: 37.03% [463250/1251000] [370.3/1000.0] [batch_t 0.451 (0.423)] [data_t 0.107] [optim_t 0.344] [lr 0.002103] [CE 4.227 (4.149)] [KD 3.168 (3.205)] +2024-10-17 09:32:13,904 - Train: 37.03% [463300/1251000] [370.3/1000.0] [batch_t 0.496 (0.417)] [data_t 0.155] [optim_t 0.341] [lr 0.002103] [CE 3.721 (4.213)] [KD 2.828 (3.254)] +2024-10-17 09:32:35,014 - Train: 37.04% [463350/1251000] [370.4/1000.0] [batch_t 0.399 (0.422)] [data_t 0.055] [optim_t 0.344] [lr 0.002103] [CE 3.835 (4.156)] [KD 3.050 (3.188)] +2024-10-17 09:32:56,356 - Train: 37.04% [463400/1251000] [370.4/1000.0] [batch_t 0.404 (0.427)] [data_t 0.059] [optim_t 0.345] [lr 0.002103] [CE 3.743 (4.184)] [KD 2.963 (3.229)] +2024-10-17 09:33:17,223 - Train: 37.05% [463450/1251000] [370.5/1000.0] [batch_t 0.435 (0.417)] [data_t 0.093] [optim_t 0.343] [lr 0.002103] [CE 4.036 (4.184)] [KD 3.518 (3.226)] +2024-10-17 09:33:38,553 - Train: 37.05% [463500/1251000] [370.5/1000.0] [batch_t 0.396 (0.426)] [data_t 0.054] [optim_t 0.342] [lr 0.002103] [CE 4.264 (4.236)] [KD 3.246 (3.258)] +2024-10-17 09:33:59,881 - Train: 37.05% [463550/1251000] [370.5/1000.0] [batch_t 0.416 (0.426)] [data_t 0.015] [optim_t 0.401] [lr 0.002102] [CE 4.222 (4.180)] [KD 3.087 (3.236)] +2024-10-17 09:34:21,548 - Train: 37.06% [463600/1251000] [370.6/1000.0] [batch_t 0.365 (0.433)] [data_t 0.015] [optim_t 0.349] [lr 0.002102] [CE 4.213 (4.199)] [KD 3.259 (3.259)] +2024-10-17 09:34:41,907 - Train: 37.06% [463650/1251000] [370.6/1000.0] [batch_t 0.476 (0.407)] [data_t 0.015] [optim_t 0.461] [lr 0.002102] [CE 4.215 (4.258)] [KD 3.099 (3.238)] +2024-10-17 09:35:02,830 - Train: 37.07% [463700/1251000] [370.7/1000.0] [batch_t 0.409 (0.418)] [data_t 0.016] [optim_t 0.393] [lr 0.002102] [CE 4.419 (4.183)] [KD 3.407 (3.152)] +2024-10-17 09:35:23,731 - Train: 37.07% [463750/1251000] [370.7/1000.0] [batch_t 0.372 (0.418)] [data_t 0.016] [optim_t 0.357] [lr 0.002102] [CE 3.873 (4.251)] [KD 3.286 (3.279)] +2024-10-17 09:35:45,132 - Train: 37.07% [463800/1251000] [370.7/1000.0] [batch_t 0.528 (0.428)] [data_t 0.015] [optim_t 0.512] [lr 0.002102] [CE 4.143 (4.148)] [KD 3.152 (3.200)] +2024-10-17 09:36:07,273 - Train: 37.08% [463850/1251000] [370.8/1000.0] [batch_t 0.358 (0.443)] [data_t 0.015] [optim_t 0.343] [lr 0.002101] [CE 4.109 (4.191)] [KD 3.146 (3.228)] +2024-10-17 09:36:29,001 - Train: 37.08% [463900/1251000] [370.8/1000.0] [batch_t 0.537 (0.434)] [data_t 0.016] [optim_t 0.521] [lr 0.002101] [CE 4.549 (4.311)] [KD 3.498 (3.342)] +2024-10-17 09:36:51,102 - Train: 37.09% [463950/1251000] [370.9/1000.0] [batch_t 0.459 (0.442)] [data_t 0.015] [optim_t 0.443] [lr 0.002101] [CE 4.319 (4.249)] [KD 3.217 (3.266)] +2024-10-17 09:37:13,568 - Train: 37.09% [464000/1251000] [370.9/1000.0] [batch_t 0.471 (0.449)] [data_t 0.016] [optim_t 0.455] [lr 0.002101] [CE 4.086 (4.235)] [KD 3.030 (3.255)] +2024-10-17 09:37:35,830 - Train: 37.09% [464050/1251000] [370.9/1000.0] [batch_t 0.364 (0.445)] [data_t 0.015] [optim_t 0.349] [lr 0.002101] [CE 4.053 (4.198)] [KD 3.067 (3.265)] +2024-10-17 09:37:58,183 - Train: 37.10% [464100/1251000] [371.0/1000.0] [batch_t 0.497 (0.447)] [data_t 0.016] [optim_t 0.482] [lr 0.002101] [CE 4.533 (4.251)] [KD 3.313 (3.268)] +2024-10-17 09:38:28,438 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 38055] [top5_cnt 46675] [top_all 50000] +2024-10-17 09:38:28,438 - net: 76.110 (93.350) +2024-10-17 09:38:49,582 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 40078] [top5_cnt 47632] [top_all 50000] +2024-10-17 09:38:49,582 - net_E: 80.156 (95.264) +2024-10-17 09:38:49,742 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 09:38:49,742 - ==> Total time: 2 days, 9:56:58 Eta: 4 days, 2:14:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 09:39:06,754 - Train: 37.10% [464150/1251000] [371.0/1000.0] [batch_t 0.359 (0.538)] [data_t 0.015] [optim_t 0.343] [lr 0.002100] [CE 4.188 (4.080)] [KD 3.346 (3.194)] +2024-10-17 09:39:28,645 - Train: 37.11% [464200/1251000] [371.1/1000.0] [batch_t 0.406 (0.438)] [data_t 0.015] [optim_t 0.390] [lr 0.002100] [CE 4.387 (4.251)] [KD 3.162 (3.214)] +2024-10-17 09:39:51,153 - Train: 37.11% [464250/1251000] [371.1/1000.0] [batch_t 0.361 (0.450)] [data_t 0.015] [optim_t 0.346] [lr 0.002100] [CE 4.374 (4.241)] [KD 3.336 (3.254)] +2024-10-17 09:40:13,422 - Train: 37.11% [464300/1251000] [371.1/1000.0] [batch_t 0.487 (0.445)] [data_t 0.016] [optim_t 0.472] [lr 0.002100] [CE 4.601 (4.154)] [KD 3.288 (3.158)] +2024-10-17 09:40:34,577 - Train: 37.12% [464350/1251000] [371.2/1000.0] [batch_t 0.414 (0.423)] [data_t 0.015] [optim_t 0.399] [lr 0.002100] [CE 4.145 (4.185)] [KD 3.191 (3.173)] +2024-10-17 09:40:55,217 - Train: 37.12% [464400/1251000] [371.2/1000.0] [batch_t 0.427 (0.413)] [data_t 0.016] [optim_t 0.411] [lr 0.002100] [CE 4.314 (4.203)] [KD 3.326 (3.245)] +2024-10-17 09:41:16,705 - Train: 37.13% [464450/1251000] [371.3/1000.0] [batch_t 0.362 (0.430)] [data_t 0.016] [optim_t 0.347] [lr 0.002099] [CE 4.677 (4.208)] [KD 3.615 (3.245)] +2024-10-17 09:41:37,002 - Train: 37.13% [464500/1251000] [371.3/1000.0] [batch_t 0.434 (0.406)] [data_t 0.015] [optim_t 0.419] [lr 0.002099] [CE 4.340 (4.206)] [KD 3.415 (3.230)] +2024-10-17 09:41:58,363 - Train: 37.13% [464550/1251000] [371.3/1000.0] [batch_t 0.436 (0.427)] [data_t 0.091] [optim_t 0.345] [lr 0.002099] [CE 4.724 (4.249)] [KD 3.304 (3.239)] +2024-10-17 09:42:20,059 - Train: 37.14% [464600/1251000] [371.4/1000.0] [batch_t 0.376 (0.434)] [data_t 0.016] [optim_t 0.360] [lr 0.002099] [CE 4.404 (4.209)] [KD 3.457 (3.202)] +2024-10-17 09:42:41,848 - Train: 37.14% [464650/1251000] [371.4/1000.0] [batch_t 0.363 (0.436)] [data_t 0.015] [optim_t 0.348] [lr 0.002099] [CE 4.029 (4.172)] [KD 3.405 (3.210)] +2024-10-17 09:43:03,524 - Train: 37.15% [464700/1251000] [371.5/1000.0] [batch_t 0.499 (0.433)] [data_t 0.015] [optim_t 0.484] [lr 0.002098] [CE 4.010 (4.144)] [KD 3.450 (3.232)] +2024-10-17 09:43:23,776 - Train: 37.15% [464750/1251000] [371.5/1000.0] [batch_t 0.382 (0.405)] [data_t 0.016] [optim_t 0.366] [lr 0.002098] [CE 4.242 (4.221)] [KD 3.141 (3.286)] +2024-10-17 09:43:44,464 - Train: 37.15% [464800/1251000] [371.5/1000.0] [batch_t 0.481 (0.414)] [data_t 0.015] [optim_t 0.465] [lr 0.002098] [CE 4.580 (4.270)] [KD 3.613 (3.291)] +2024-10-17 09:44:05,217 - Train: 37.16% [464850/1251000] [371.6/1000.0] [batch_t 0.587 (0.415)] [data_t 0.015] [optim_t 0.571] [lr 0.002098] [CE 3.738 (4.282)] [KD 2.871 (3.302)] +2024-10-17 09:44:27,244 - Train: 37.16% [464900/1251000] [371.6/1000.0] [batch_t 0.412 (0.440)] [data_t 0.015] [optim_t 0.397] [lr 0.002098] [CE 4.779 (4.298)] [KD 3.542 (3.286)] +2024-10-17 09:44:47,901 - Train: 37.17% [464950/1251000] [371.7/1000.0] [batch_t 0.383 (0.413)] [data_t 0.016] [optim_t 0.367] [lr 0.002098] [CE 4.336 (4.191)] [KD 3.162 (3.267)] +2024-10-17 09:45:09,761 - Train: 37.17% [465000/1251000] [371.7/1000.0] [batch_t 0.381 (0.437)] [data_t 0.016] [optim_t 0.366] [lr 0.002097] [CE 4.171 (4.228)] [KD 3.259 (3.236)] +2024-10-17 09:45:32,230 - Train: 37.17% [465050/1251000] [371.7/1000.0] [batch_t 0.480 (0.449)] [data_t 0.016] [optim_t 0.465] [lr 0.002097] [CE 4.594 (4.238)] [KD 3.711 (3.235)] +2024-10-17 09:45:54,352 - Train: 37.18% [465100/1251000] [371.8/1000.0] [batch_t 0.454 (0.442)] [data_t 0.015] [optim_t 0.438] [lr 0.002097] [CE 4.099 (4.247)] [KD 3.429 (3.294)] +2024-10-17 09:46:15,528 - Train: 37.18% [465150/1251000] [371.8/1000.0] [batch_t 0.467 (0.423)] [data_t 0.016] [optim_t 0.451] [lr 0.002097] [CE 4.230 (4.216)] [KD 3.123 (3.191)] +2024-10-17 09:46:36,324 - Train: 37.19% [465200/1251000] [371.9/1000.0] [batch_t 0.362 (0.416)] [data_t 0.016] [optim_t 0.346] [lr 0.002097] [CE 4.485 (4.230)] [KD 3.305 (3.222)] +2024-10-17 09:46:56,994 - Train: 37.19% [465250/1251000] [371.9/1000.0] [batch_t 0.371 (0.413)] [data_t 0.016] [optim_t 0.356] [lr 0.002097] [CE 4.230 (4.215)] [KD 3.250 (3.237)] +2024-10-17 09:47:17,721 - Train: 37.19% [465300/1251000] [371.9/1000.0] [batch_t 0.533 (0.414)] [data_t 0.015] [optim_t 0.518] [lr 0.002096] [CE 4.551 (4.210)] [KD 3.549 (3.319)] +2024-10-17 09:47:39,638 - Train: 37.20% [465350/1251000] [372.0/1000.0] [batch_t 0.446 (0.438)] [data_t 0.015] [optim_t 0.431] [lr 0.002096] [CE 3.840 (4.224)] [KD 3.300 (3.277)] +2024-10-17 09:48:10,404 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 37986] [top5_cnt 46665] [top_all 50000] +2024-10-17 09:48:10,405 - net: 75.972 (93.330) +2024-10-17 09:48:31,867 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40072] [top5_cnt 47639] [top_all 50000] +2024-10-17 09:48:31,868 - net_E: 80.144 (95.278) +2024-10-17 09:48:32,038 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 09:48:32,038 - ==> Total time: 2 days, 10:06:40 Eta: 4 days, 2:06:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 09:48:47,965 - Train: 37.20% [465400/1251000] [372.0/1000.0] [batch_t 0.362 (0.520)] [data_t 0.016] [optim_t 0.346] [lr 0.002096] [CE 3.999 (4.180)] [KD 3.100 (3.208)] +2024-10-17 09:49:08,743 - Train: 37.21% [465450/1251000] [372.1/1000.0] [batch_t 0.417 (0.415)] [data_t 0.015] [optim_t 0.401] [lr 0.002096] [CE 4.132 (4.107)] [KD 3.074 (3.194)] +2024-10-17 09:49:29,937 - Train: 37.21% [465500/1251000] [372.1/1000.0] [batch_t 0.388 (0.424)] [data_t 0.015] [optim_t 0.373] [lr 0.002096] [CE 4.137 (4.205)] [KD 3.297 (3.223)] +2024-10-17 09:49:50,596 - Train: 37.21% [465550/1251000] [372.1/1000.0] [batch_t 0.362 (0.413)] [data_t 0.015] [optim_t 0.346] [lr 0.002096] [CE 4.382 (4.143)] [KD 3.395 (3.187)] +2024-10-17 09:50:12,058 - Train: 37.22% [465600/1251000] [372.2/1000.0] [batch_t 0.418 (0.429)] [data_t 0.015] [optim_t 0.403] [lr 0.002095] [CE 3.942 (4.234)] [KD 3.140 (3.201)] +2024-10-17 09:50:33,183 - Train: 37.22% [465650/1251000] [372.2/1000.0] [batch_t 0.418 (0.422)] [data_t 0.015] [optim_t 0.403] [lr 0.002095] [CE 4.437 (4.203)] [KD 3.405 (3.241)] +2024-10-17 09:50:54,197 - Train: 37.23% [465700/1251000] [372.3/1000.0] [batch_t 0.469 (0.420)] [data_t 0.015] [optim_t 0.453] [lr 0.002095] [CE 3.790 (4.202)] [KD 3.164 (3.219)] +2024-10-17 09:51:16,157 - Train: 37.23% [465750/1251000] [372.3/1000.0] [batch_t 0.437 (0.439)] [data_t 0.015] [optim_t 0.422] [lr 0.002095] [CE 4.669 (4.184)] [KD 3.379 (3.226)] +2024-10-17 09:51:38,055 - Train: 37.23% [465800/1251000] [372.3/1000.0] [batch_t 0.429 (0.438)] [data_t 0.015] [optim_t 0.413] [lr 0.002095] [CE 4.314 (4.102)] [KD 3.274 (3.180)] +2024-10-17 09:51:59,949 - Train: 37.24% [465850/1251000] [372.4/1000.0] [batch_t 0.507 (0.438)] [data_t 0.015] [optim_t 0.492] [lr 0.002095] [CE 4.191 (4.224)] [KD 3.054 (3.207)] +2024-10-17 09:52:21,947 - Train: 37.24% [465900/1251000] [372.4/1000.0] [batch_t 0.425 (0.440)] [data_t 0.015] [optim_t 0.409] [lr 0.002094] [CE 4.183 (4.212)] [KD 3.252 (3.261)] +2024-10-17 09:52:43,999 - Train: 37.25% [465950/1251000] [372.5/1000.0] [batch_t 0.433 (0.441)] [data_t 0.015] [optim_t 0.418] [lr 0.002094] [CE 4.058 (4.247)] [KD 3.080 (3.234)] +2024-10-17 09:53:05,967 - Train: 37.25% [466000/1251000] [372.5/1000.0] [batch_t 0.438 (0.439)] [data_t 0.015] [optim_t 0.422] [lr 0.002094] [CE 4.050 (4.253)] [KD 3.175 (3.287)] +2024-10-17 09:53:27,885 - Train: 37.25% [466050/1251000] [372.5/1000.0] [batch_t 0.477 (0.438)] [data_t 0.015] [optim_t 0.462] [lr 0.002094] [CE 4.454 (4.193)] [KD 3.313 (3.248)] +2024-10-17 09:53:49,699 - Train: 37.26% [466100/1251000] [372.6/1000.0] [batch_t 0.394 (0.436)] [data_t 0.015] [optim_t 0.379] [lr 0.002094] [CE 4.229 (4.258)] [KD 3.392 (3.293)] +2024-10-17 09:54:11,828 - Train: 37.26% [466150/1251000] [372.6/1000.0] [batch_t 0.435 (0.442)] [data_t 0.015] [optim_t 0.419] [lr 0.002094] [CE 4.752 (4.251)] [KD 3.672 (3.285)] +2024-10-17 09:54:33,709 - Train: 37.27% [466200/1251000] [372.7/1000.0] [batch_t 0.428 (0.438)] [data_t 0.015] [optim_t 0.413] [lr 0.002093] [CE 4.341 (4.230)] [KD 3.176 (3.248)] +2024-10-17 09:54:55,778 - Train: 37.27% [466250/1251000] [372.7/1000.0] [batch_t 0.455 (0.441)] [data_t 0.015] [optim_t 0.440] [lr 0.002093] [CE 4.453 (4.178)] [KD 3.287 (3.226)] +2024-10-17 09:55:17,832 - Train: 37.27% [466300/1251000] [372.7/1000.0] [batch_t 0.460 (0.441)] [data_t 0.015] [optim_t 0.445] [lr 0.002093] [CE 3.860 (4.216)] [KD 3.192 (3.269)] +2024-10-17 09:55:39,741 - Train: 37.28% [466350/1251000] [372.8/1000.0] [batch_t 0.459 (0.438)] [data_t 0.015] [optim_t 0.444] [lr 0.002093] [CE 3.949 (4.110)] [KD 2.999 (3.209)] +2024-10-17 09:56:01,036 - Train: 37.28% [466400/1251000] [372.8/1000.0] [batch_t 0.368 (0.426)] [data_t 0.015] [optim_t 0.353] [lr 0.002093] [CE 3.778 (4.141)] [KD 3.097 (3.214)] +2024-10-17 09:56:21,998 - Train: 37.29% [466450/1251000] [372.9/1000.0] [batch_t 0.373 (0.419)] [data_t 0.015] [optim_t 0.357] [lr 0.002092] [CE 3.493 (4.216)] [KD 2.801 (3.238)] +2024-10-17 09:56:43,048 - Train: 37.29% [466500/1251000] [372.9/1000.0] [batch_t 0.444 (0.421)] [data_t 0.015] [optim_t 0.429] [lr 0.002092] [CE 4.029 (4.127)] [KD 3.165 (3.215)] +2024-10-17 09:57:05,382 - Train: 37.29% [466550/1251000] [372.9/1000.0] [batch_t 0.445 (0.447)] [data_t 0.015] [optim_t 0.430] [lr 0.002092] [CE 4.570 (4.265)] [KD 3.566 (3.318)] +2024-10-17 09:57:27,040 - Train: 37.30% [466600/1251000] [373.0/1000.0] [batch_t 0.474 (0.433)] [data_t 0.015] [optim_t 0.459] [lr 0.002092] [CE 4.007 (4.254)] [KD 3.352 (3.245)] +2024-10-17 09:57:57,059 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 37931] [top5_cnt 46667] [top_all 50000] +2024-10-17 09:57:57,059 - net: 75.862 (93.334) +2024-10-17 09:58:18,502 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40112] [top5_cnt 47611] [top_all 50000] +2024-10-17 09:58:18,502 - net_E: 80.224 (95.222) +2024-10-17 09:58:18,668 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 09:58:18,669 - ==> Total time: 2 days, 10:16:27 Eta: 4 days, 1:57:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 09:58:34,993 - Train: 37.30% [466650/1251000] [373.0/1000.0] [batch_t 0.360 (0.552)] [data_t 0.015] [optim_t 0.345] [lr 0.002092] [CE 3.937 (4.164)] [KD 3.050 (3.181)] +2024-10-17 09:58:54,886 - Train: 37.31% [466700/1251000] [373.1/1000.0] [batch_t 0.417 (0.398)] [data_t 0.016] [optim_t 0.401] [lr 0.002092] [CE 3.778 (4.207)] [KD 3.124 (3.252)] +2024-10-17 09:59:15,393 - Train: 37.31% [466750/1251000] [373.1/1000.0] [batch_t 0.362 (0.410)] [data_t 0.015] [optim_t 0.347] [lr 0.002091] [CE 4.161 (4.211)] [KD 3.053 (3.219)] +2024-10-17 09:59:36,157 - Train: 37.31% [466800/1251000] [373.1/1000.0] [batch_t 0.455 (0.415)] [data_t 0.015] [optim_t 0.439] [lr 0.002091] [CE 4.601 (4.187)] [KD 3.171 (3.197)] +2024-10-17 09:59:57,227 - Train: 37.32% [466850/1251000] [373.2/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.002091] [CE 4.465 (4.178)] [KD 3.516 (3.206)] +2024-10-17 10:00:18,048 - Train: 37.32% [466900/1251000] [373.2/1000.0] [batch_t 0.404 (0.416)] [data_t 0.015] [optim_t 0.388] [lr 0.002091] [CE 3.556 (4.191)] [KD 2.881 (3.180)] +2024-10-17 10:00:39,089 - Train: 37.33% [466950/1251000] [373.3/1000.0] [batch_t 0.393 (0.421)] [data_t 0.015] [optim_t 0.378] [lr 0.002091] [CE 3.912 (4.132)] [KD 3.174 (3.183)] +2024-10-17 10:01:00,567 - Train: 37.33% [467000/1251000] [373.3/1000.0] [batch_t 0.465 (0.429)] [data_t 0.015] [optim_t 0.449] [lr 0.002091] [CE 4.010 (4.321)] [KD 3.287 (3.325)] +2024-10-17 10:01:22,437 - Train: 37.33% [467050/1251000] [373.3/1000.0] [batch_t 0.363 (0.437)] [data_t 0.015] [optim_t 0.348] [lr 0.002090] [CE 4.207 (4.188)] [KD 3.190 (3.254)] +2024-10-17 10:01:44,146 - Train: 37.34% [467100/1251000] [373.4/1000.0] [batch_t 0.365 (0.434)] [data_t 0.015] [optim_t 0.349] [lr 0.002090] [CE 4.117 (4.148)] [KD 3.128 (3.197)] +2024-10-17 10:02:05,729 - Train: 37.34% [467150/1251000] [373.4/1000.0] [batch_t 0.377 (0.432)] [data_t 0.015] [optim_t 0.361] [lr 0.002090] [CE 3.819 (4.219)] [KD 3.034 (3.221)] +2024-10-17 10:02:27,307 - Train: 37.35% [467200/1251000] [373.5/1000.0] [batch_t 0.380 (0.431)] [data_t 0.015] [optim_t 0.364] [lr 0.002090] [CE 3.940 (4.185)] [KD 3.017 (3.254)] +2024-10-17 10:02:48,156 - Train: 37.35% [467250/1251000] [373.5/1000.0] [batch_t 0.363 (0.417)] [data_t 0.015] [optim_t 0.348] [lr 0.002090] [CE 3.709 (4.207)] [KD 2.824 (3.233)] +2024-10-17 10:03:09,098 - Train: 37.35% [467300/1251000] [373.5/1000.0] [batch_t 0.436 (0.419)] [data_t 0.015] [optim_t 0.421] [lr 0.002090] [CE 3.643 (4.245)] [KD 2.977 (3.212)] +2024-10-17 10:03:30,619 - Train: 37.36% [467350/1251000] [373.6/1000.0] [batch_t 0.387 (0.430)] [data_t 0.015] [optim_t 0.372] [lr 0.002089] [CE 4.253 (4.227)] [KD 3.305 (3.189)] +2024-10-17 10:03:52,173 - Train: 37.36% [467400/1251000] [373.6/1000.0] [batch_t 0.380 (0.431)] [data_t 0.015] [optim_t 0.365] [lr 0.002089] [CE 4.264 (4.241)] [KD 3.177 (3.180)] +2024-10-17 10:04:13,878 - Train: 37.37% [467450/1251000] [373.7/1000.0] [batch_t 0.452 (0.434)] [data_t 0.015] [optim_t 0.436] [lr 0.002089] [CE 4.316 (4.175)] [KD 3.352 (3.252)] +2024-10-17 10:04:35,966 - Train: 37.37% [467500/1251000] [373.7/1000.0] [batch_t 0.364 (0.442)] [data_t 0.015] [optim_t 0.348] [lr 0.002089] [CE 3.793 (4.220)] [KD 3.128 (3.247)] +2024-10-17 10:04:57,426 - Train: 37.37% [467550/1251000] [373.7/1000.0] [batch_t 0.463 (0.429)] [data_t 0.015] [optim_t 0.448] [lr 0.002089] [CE 4.171 (4.216)] [KD 3.518 (3.258)] +2024-10-17 10:05:19,103 - Train: 37.38% [467600/1251000] [373.8/1000.0] [batch_t 0.369 (0.433)] [data_t 0.015] [optim_t 0.353] [lr 0.002089] [CE 4.429 (4.244)] [KD 3.250 (3.282)] +2024-10-17 10:05:40,454 - Train: 37.38% [467650/1251000] [373.8/1000.0] [batch_t 0.397 (0.427)] [data_t 0.015] [optim_t 0.381] [lr 0.002088] [CE 4.246 (4.195)] [KD 3.208 (3.200)] +2024-10-17 10:06:01,776 - Train: 37.39% [467700/1251000] [373.9/1000.0] [batch_t 0.459 (0.426)] [data_t 0.015] [optim_t 0.444] [lr 0.002088] [CE 4.071 (4.205)] [KD 3.277 (3.248)] +2024-10-17 10:06:23,474 - Train: 37.39% [467750/1251000] [373.9/1000.0] [batch_t 0.400 (0.434)] [data_t 0.016] [optim_t 0.385] [lr 0.002088] [CE 4.230 (4.267)] [KD 3.098 (3.281)] +2024-10-17 10:06:44,019 - Train: 37.39% [467800/1251000] [373.9/1000.0] [batch_t 0.397 (0.411)] [data_t 0.016] [optim_t 0.381] [lr 0.002088] [CE 4.474 (4.230)] [KD 3.409 (3.237)] +2024-10-17 10:07:05,079 - Train: 37.40% [467850/1251000] [374.0/1000.0] [batch_t 0.463 (0.421)] [data_t 0.015] [optim_t 0.448] [lr 0.002088] [CE 3.838 (4.164)] [KD 3.145 (3.222)] +2024-10-17 10:07:36,109 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 38147] [top5_cnt 46791] [top_all 50000] +2024-10-17 10:07:36,109 - net: 76.294 (93.582) +2024-10-17 10:07:57,339 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40123] [top5_cnt 47628] [top_all 50000] +2024-10-17 10:07:57,339 - net_E: 80.246 (95.256) +2024-10-17 10:07:57,507 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 10:07:57,507 - ==> Total time: 2 days, 10:26:06 Eta: 4 days, 1:48:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 10:08:13,861 - Train: 37.40% [467900/1251000] [374.0/1000.0] [batch_t 0.362 (0.577)] [data_t 0.015] [optim_t 0.346] [lr 0.002088] [CE 4.575 (4.205)] [KD 3.281 (3.262)] +2024-10-17 10:08:34,833 - Train: 37.41% [467950/1251000] [374.1/1000.0] [batch_t 0.365 (0.419)] [data_t 0.015] [optim_t 0.350] [lr 0.002087] [CE 4.118 (4.192)] [KD 3.260 (3.190)] +2024-10-17 10:08:57,375 - Train: 37.41% [468000/1251000] [374.1/1000.0] [batch_t 0.439 (0.451)] [data_t 0.015] [optim_t 0.423] [lr 0.002087] [CE 3.966 (4.235)] [KD 3.203 (3.249)] +2024-10-17 10:09:19,702 - Train: 37.41% [468050/1251000] [374.1/1000.0] [batch_t 0.425 (0.446)] [data_t 0.015] [optim_t 0.410] [lr 0.002087] [CE 4.284 (4.185)] [KD 3.177 (3.196)] +2024-10-17 10:09:40,778 - Train: 37.42% [468100/1251000] [374.2/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.347] [lr 0.002087] [CE 4.264 (4.226)] [KD 3.353 (3.255)] +2024-10-17 10:10:01,912 - Train: 37.42% [468150/1251000] [374.2/1000.0] [batch_t 0.414 (0.423)] [data_t 0.015] [optim_t 0.398] [lr 0.002087] [CE 4.441 (4.152)] [KD 3.266 (3.191)] +2024-10-17 10:10:23,522 - Train: 37.43% [468200/1251000] [374.3/1000.0] [batch_t 0.434 (0.432)] [data_t 0.015] [optim_t 0.419] [lr 0.002086] [CE 4.904 (4.249)] [KD 3.562 (3.256)] +2024-10-17 10:10:45,043 - Train: 37.43% [468250/1251000] [374.3/1000.0] [batch_t 0.499 (0.430)] [data_t 0.016] [optim_t 0.484] [lr 0.002086] [CE 4.434 (4.179)] [KD 3.384 (3.247)] +2024-10-17 10:11:07,201 - Train: 37.43% [468300/1251000] [374.3/1000.0] [batch_t 0.589 (0.443)] [data_t 0.016] [optim_t 0.573] [lr 0.002086] [CE 4.609 (4.197)] [KD 3.377 (3.250)] +2024-10-17 10:11:28,049 - Train: 37.44% [468350/1251000] [374.4/1000.0] [batch_t 0.512 (0.417)] [data_t 0.015] [optim_t 0.497] [lr 0.002086] [CE 4.235 (4.266)] [KD 3.327 (3.257)] +2024-10-17 10:11:49,353 - Train: 37.44% [468400/1251000] [374.4/1000.0] [batch_t 0.539 (0.426)] [data_t 0.015] [optim_t 0.524] [lr 0.002086] [CE 4.762 (4.130)] [KD 3.544 (3.161)] +2024-10-17 10:12:10,514 - Train: 37.45% [468450/1251000] [374.5/1000.0] [batch_t 0.381 (0.423)] [data_t 0.015] [optim_t 0.366] [lr 0.002086] [CE 3.752 (4.168)] [KD 3.121 (3.213)] +2024-10-17 10:12:31,662 - Train: 37.45% [468500/1251000] [374.5/1000.0] [batch_t 0.487 (0.423)] [data_t 0.015] [optim_t 0.472] [lr 0.002085] [CE 4.256 (4.148)] [KD 3.333 (3.217)] +2024-10-17 10:12:52,695 - Train: 37.45% [468550/1251000] [374.5/1000.0] [batch_t 0.365 (0.421)] [data_t 0.015] [optim_t 0.350] [lr 0.002085] [CE 4.485 (4.248)] [KD 3.463 (3.209)] +2024-10-17 10:13:14,089 - Train: 37.46% [468600/1251000] [374.6/1000.0] [batch_t 0.366 (0.428)] [data_t 0.016] [optim_t 0.350] [lr 0.002085] [CE 4.641 (4.215)] [KD 3.410 (3.226)] +2024-10-17 10:13:35,713 - Train: 37.46% [468650/1251000] [374.6/1000.0] [batch_t 0.461 (0.432)] [data_t 0.015] [optim_t 0.445] [lr 0.002085] [CE 3.985 (4.165)] [KD 3.056 (3.176)] +2024-10-17 10:13:56,959 - Train: 37.47% [468700/1251000] [374.7/1000.0] [batch_t 0.412 (0.425)] [data_t 0.015] [optim_t 0.396] [lr 0.002085] [CE 4.111 (4.222)] [KD 3.089 (3.243)] +2024-10-17 10:14:19,292 - Train: 37.47% [468750/1251000] [374.7/1000.0] [batch_t 0.864 (0.447)] [data_t 0.015] [optim_t 0.849] [lr 0.002085] [CE 4.127 (4.231)] [KD 3.153 (3.229)] +2024-10-17 10:14:41,112 - Train: 37.47% [468800/1251000] [374.7/1000.0] [batch_t 0.449 (0.436)] [data_t 0.015] [optim_t 0.433] [lr 0.002084] [CE 4.011 (4.117)] [KD 3.158 (3.210)] +2024-10-17 10:15:02,901 - Train: 37.48% [468850/1251000] [374.8/1000.0] [batch_t 0.510 (0.436)] [data_t 0.015] [optim_t 0.495] [lr 0.002084] [CE 4.464 (4.254)] [KD 3.278 (3.283)] +2024-10-17 10:15:23,888 - Train: 37.48% [468900/1251000] [374.8/1000.0] [batch_t 0.420 (0.420)] [data_t 0.015] [optim_t 0.405] [lr 0.002084] [CE 4.372 (4.171)] [KD 3.292 (3.241)] +2024-10-17 10:15:44,542 - Train: 37.49% [468950/1251000] [374.9/1000.0] [batch_t 0.503 (0.413)] [data_t 0.015] [optim_t 0.487] [lr 0.002084] [CE 4.293 (4.176)] [KD 3.325 (3.234)] +2024-10-17 10:16:06,486 - Train: 37.49% [469000/1251000] [374.9/1000.0] [batch_t 0.516 (0.439)] [data_t 0.015] [optim_t 0.500] [lr 0.002084] [CE 3.672 (4.185)] [KD 3.183 (3.215)] +2024-10-17 10:16:28,565 - Train: 37.49% [469050/1251000] [374.9/1000.0] [batch_t 0.361 (0.441)] [data_t 0.015] [optim_t 0.345] [lr 0.002084] [CE 4.444 (4.216)] [KD 3.412 (3.252)] +2024-10-17 10:16:49,572 - Train: 37.50% [469100/1251000] [375.0/1000.0] [batch_t 0.403 (0.420)] [data_t 0.015] [optim_t 0.387] [lr 0.002083] [CE 4.382 (4.252)] [KD 3.291 (3.238)] +2024-10-17 10:17:20,884 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 38135] [top5_cnt 46689] [top_all 50000] +2024-10-17 10:17:20,885 - net: 76.270 (93.378) +2024-10-17 10:17:42,503 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40124] [top5_cnt 47607] [top_all 50000] +2024-10-17 10:17:42,504 - net_E: 80.248 (95.214) +2024-10-17 10:17:42,685 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 10:17:42,685 - ==> Total time: 2 days, 10:35:51 Eta: 4 days, 1:39:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 10:18:00,363 - Train: 37.50% [469150/1251000] [375.0/1000.0] [batch_t 0.361 (0.472)] [data_t 0.015] [optim_t 0.346] [lr 0.002083] [CE 4.519 (4.204)] [KD 3.295 (3.175)] +2024-10-17 10:18:21,564 - Train: 37.51% [469200/1251000] [375.1/1000.0] [batch_t 0.436 (0.424)] [data_t 0.015] [optim_t 0.421] [lr 0.002083] [CE 4.096 (4.128)] [KD 3.108 (3.207)] +2024-10-17 10:18:43,774 - Train: 37.51% [469250/1251000] [375.1/1000.0] [batch_t 0.443 (0.444)] [data_t 0.015] [optim_t 0.428] [lr 0.002083] [CE 4.289 (4.221)] [KD 3.132 (3.220)] +2024-10-17 10:19:05,935 - Train: 37.51% [469300/1251000] [375.1/1000.0] [batch_t 0.440 (0.443)] [data_t 0.015] [optim_t 0.425] [lr 0.002083] [CE 3.797 (4.160)] [KD 3.038 (3.157)] +2024-10-17 10:19:28,142 - Train: 37.52% [469350/1251000] [375.2/1000.0] [batch_t 0.436 (0.444)] [data_t 0.015] [optim_t 0.421] [lr 0.002083] [CE 4.249 (4.196)] [KD 3.284 (3.219)] +2024-10-17 10:19:49,970 - Train: 37.52% [469400/1251000] [375.2/1000.0] [batch_t 0.422 (0.436)] [data_t 0.015] [optim_t 0.407] [lr 0.002082] [CE 4.475 (4.248)] [KD 3.469 (3.229)] +2024-10-17 10:20:12,134 - Train: 37.53% [469450/1251000] [375.3/1000.0] [batch_t 0.492 (0.443)] [data_t 0.015] [optim_t 0.476] [lr 0.002082] [CE 3.905 (4.261)] [KD 2.977 (3.267)] +2024-10-17 10:20:34,115 - Train: 37.53% [469500/1251000] [375.3/1000.0] [batch_t 0.455 (0.440)] [data_t 0.015] [optim_t 0.440] [lr 0.002082] [CE 4.669 (4.184)] [KD 3.354 (3.212)] +2024-10-17 10:20:56,275 - Train: 37.53% [469550/1251000] [375.3/1000.0] [batch_t 0.451 (0.443)] [data_t 0.015] [optim_t 0.436] [lr 0.002082] [CE 4.196 (4.187)] [KD 3.226 (3.200)] +2024-10-17 10:21:18,400 - Train: 37.54% [469600/1251000] [375.4/1000.0] [batch_t 0.430 (0.442)] [data_t 0.015] [optim_t 0.415] [lr 0.002082] [CE 4.498 (4.190)] [KD 3.474 (3.200)] +2024-10-17 10:21:40,351 - Train: 37.54% [469650/1251000] [375.4/1000.0] [batch_t 0.442 (0.439)] [data_t 0.015] [optim_t 0.427] [lr 0.002081] [CE 3.991 (4.213)] [KD 3.144 (3.230)] +2024-10-17 10:22:01,840 - Train: 37.55% [469700/1251000] [375.5/1000.0] [batch_t 0.431 (0.430)] [data_t 0.015] [optim_t 0.415] [lr 0.002081] [CE 3.936 (4.294)] [KD 3.238 (3.268)] +2024-10-17 10:22:22,924 - Train: 37.55% [469750/1251000] [375.5/1000.0] [batch_t 0.386 (0.422)] [data_t 0.015] [optim_t 0.371] [lr 0.002081] [CE 4.543 (4.205)] [KD 3.280 (3.201)] +2024-10-17 10:22:44,024 - Train: 37.55% [469800/1251000] [375.5/1000.0] [batch_t 0.446 (0.422)] [data_t 0.015] [optim_t 0.431] [lr 0.002081] [CE 4.645 (4.196)] [KD 3.405 (3.186)] +2024-10-17 10:23:04,968 - Train: 37.56% [469850/1251000] [375.6/1000.0] [batch_t 0.415 (0.419)] [data_t 0.015] [optim_t 0.399] [lr 0.002081] [CE 3.696 (4.248)] [KD 3.024 (3.235)] +2024-10-17 10:23:25,756 - Train: 37.56% [469900/1251000] [375.6/1000.0] [batch_t 0.423 (0.416)] [data_t 0.016] [optim_t 0.407] [lr 0.002081] [CE 3.780 (4.144)] [KD 3.073 (3.199)] +2024-10-17 10:23:46,688 - Train: 37.57% [469950/1251000] [375.7/1000.0] [batch_t 0.409 (0.419)] [data_t 0.015] [optim_t 0.394] [lr 0.002080] [CE 4.134 (4.192)] [KD 3.320 (3.257)] +2024-10-17 10:24:07,512 - Train: 37.57% [470000/1251000] [375.7/1000.0] [batch_t 0.508 (0.416)] [data_t 0.015] [optim_t 0.493] [lr 0.002080] [CE 4.266 (4.189)] [KD 3.041 (3.254)] +2024-10-17 10:24:29,063 - Train: 37.57% [470050/1251000] [375.7/1000.0] [batch_t 0.441 (0.431)] [data_t 0.101] [optim_t 0.340] [lr 0.002080] [CE 4.029 (4.196)] [KD 3.177 (3.175)] +2024-10-17 10:24:50,351 - Train: 37.58% [470100/1251000] [375.8/1000.0] [batch_t 0.432 (0.426)] [data_t 0.089] [optim_t 0.343] [lr 0.002080] [CE 4.239 (4.217)] [KD 3.126 (3.251)] +2024-10-17 10:25:12,311 - Train: 37.58% [470150/1251000] [375.8/1000.0] [batch_t 0.466 (0.439)] [data_t 0.123] [optim_t 0.343] [lr 0.002080] [CE 4.166 (4.195)] [KD 3.275 (3.201)] +2024-10-17 10:25:33,201 - Train: 37.59% [470200/1251000] [375.9/1000.0] [batch_t 0.388 (0.418)] [data_t 0.047] [optim_t 0.341] [lr 0.002080] [CE 4.145 (4.211)] [KD 3.358 (3.297)] +2024-10-17 10:25:55,847 - Train: 37.59% [470250/1251000] [375.9/1000.0] [batch_t 0.518 (0.453)] [data_t 0.015] [optim_t 0.503] [lr 0.002079] [CE 4.182 (4.156)] [KD 3.184 (3.231)] +2024-10-17 10:26:17,598 - Train: 37.59% [470300/1251000] [375.9/1000.0] [batch_t 0.469 (0.435)] [data_t 0.015] [optim_t 0.453] [lr 0.002079] [CE 4.551 (4.224)] [KD 3.478 (3.257)] +2024-10-17 10:26:40,043 - Train: 37.60% [470350/1251000] [376.0/1000.0] [batch_t 0.469 (0.449)] [data_t 0.015] [optim_t 0.454] [lr 0.002079] [CE 4.930 (4.206)] [KD 3.587 (3.240)] +2024-10-17 10:27:13,370 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.455)] [top1_cnt 37979] [top5_cnt 46635] [top_all 50000] +2024-10-17 10:27:13,371 - net: 75.958 (93.270) +2024-10-17 10:27:34,653 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40121] [top5_cnt 47580] [top_all 50000] +2024-10-17 10:27:34,654 - net_E: 80.242 (95.160) +2024-10-17 10:27:34,839 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 10:27:34,839 - ==> Total time: 2 days, 10:45:43 Eta: 4 days, 1:31:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 10:27:50,227 - Train: 37.60% [470400/1251000] [376.0/1000.0] [batch_t 0.367 (0.585)] [data_t 0.015] [optim_t 0.352] [lr 0.002079] [CE 4.450 (4.226)] [KD 3.221 (3.256)] +2024-10-17 10:28:11,486 - Train: 37.61% [470450/1251000] [376.1/1000.0] [batch_t 0.357 (0.425)] [data_t 0.015] [optim_t 0.342] [lr 0.002079] [CE 4.344 (4.155)] [KD 3.333 (3.228)] +2024-10-17 10:28:33,603 - Train: 37.61% [470500/1251000] [376.1/1000.0] [batch_t 0.421 (0.442)] [data_t 0.015] [optim_t 0.405] [lr 0.002079] [CE 3.867 (4.150)] [KD 2.993 (3.161)] +2024-10-17 10:28:55,612 - Train: 37.61% [470550/1251000] [376.1/1000.0] [batch_t 0.478 (0.440)] [data_t 0.015] [optim_t 0.463] [lr 0.002078] [CE 4.152 (4.200)] [KD 3.238 (3.203)] +2024-10-17 10:29:17,778 - Train: 37.62% [470600/1251000] [376.2/1000.0] [batch_t 0.873 (0.443)] [data_t 0.015] [optim_t 0.858] [lr 0.002078] [CE 4.191 (4.249)] [KD 3.168 (3.242)] +2024-10-17 10:29:38,962 - Train: 37.62% [470650/1251000] [376.2/1000.0] [batch_t 0.405 (0.424)] [data_t 0.015] [optim_t 0.390] [lr 0.002078] [CE 4.248 (4.270)] [KD 3.256 (3.201)] +2024-10-17 10:30:01,195 - Train: 37.63% [470700/1251000] [376.3/1000.0] [batch_t 0.484 (0.445)] [data_t 0.015] [optim_t 0.468] [lr 0.002078] [CE 4.004 (4.185)] [KD 3.031 (3.234)] +2024-10-17 10:30:22,851 - Train: 37.63% [470750/1251000] [376.3/1000.0] [batch_t 0.479 (0.433)] [data_t 0.015] [optim_t 0.464] [lr 0.002078] [CE 4.157 (4.148)] [KD 3.304 (3.189)] +2024-10-17 10:30:44,710 - Train: 37.63% [470800/1251000] [376.3/1000.0] [batch_t 0.463 (0.437)] [data_t 0.015] [optim_t 0.448] [lr 0.002078] [CE 4.220 (4.230)] [KD 2.990 (3.206)] +2024-10-17 10:31:05,637 - Train: 37.64% [470850/1251000] [376.4/1000.0] [batch_t 0.441 (0.418)] [data_t 0.016] [optim_t 0.425] [lr 0.002077] [CE 4.346 (4.208)] [KD 3.406 (3.219)] +2024-10-17 10:31:27,506 - Train: 37.64% [470900/1251000] [376.4/1000.0] [batch_t 0.445 (0.437)] [data_t 0.015] [optim_t 0.430] [lr 0.002077] [CE 3.866 (4.205)] [KD 3.130 (3.240)] +2024-10-17 10:31:49,415 - Train: 37.65% [470950/1251000] [376.5/1000.0] [batch_t 0.442 (0.438)] [data_t 0.015] [optim_t 0.426] [lr 0.002077] [CE 4.294 (4.189)] [KD 3.386 (3.237)] +2024-10-17 10:32:10,265 - Train: 37.65% [471000/1251000] [376.5/1000.0] [batch_t 0.388 (0.417)] [data_t 0.015] [optim_t 0.373] [lr 0.002077] [CE 4.196 (4.128)] [KD 3.172 (3.196)] +2024-10-17 10:32:32,203 - Train: 37.65% [471050/1251000] [376.5/1000.0] [batch_t 0.411 (0.439)] [data_t 0.015] [optim_t 0.396] [lr 0.002077] [CE 4.539 (4.258)] [KD 3.356 (3.269)] +2024-10-17 10:32:54,149 - Train: 37.66% [471100/1251000] [376.6/1000.0] [batch_t 0.531 (0.439)] [data_t 0.016] [optim_t 0.516] [lr 0.002076] [CE 4.241 (4.221)] [KD 3.293 (3.207)] +2024-10-17 10:33:15,128 - Train: 37.66% [471150/1251000] [376.6/1000.0] [batch_t 0.364 (0.419)] [data_t 0.015] [optim_t 0.348] [lr 0.002076] [CE 3.937 (4.123)] [KD 3.353 (3.184)] +2024-10-17 10:33:35,475 - Train: 37.67% [471200/1251000] [376.7/1000.0] [batch_t 0.394 (0.407)] [data_t 0.053] [optim_t 0.341] [lr 0.002076] [CE 4.716 (4.219)] [KD 3.714 (3.231)] +2024-10-17 10:33:57,341 - Train: 37.67% [471250/1251000] [376.7/1000.0] [batch_t 0.484 (0.437)] [data_t 0.143] [optim_t 0.341] [lr 0.002076] [CE 4.227 (4.256)] [KD 3.039 (3.207)] +2024-10-17 10:34:18,449 - Train: 37.67% [471300/1251000] [376.7/1000.0] [batch_t 0.444 (0.422)] [data_t 0.102] [optim_t 0.342] [lr 0.002076] [CE 4.096 (4.209)] [KD 3.180 (3.229)] +2024-10-17 10:34:39,719 - Train: 37.68% [471350/1251000] [376.8/1000.0] [batch_t 0.401 (0.425)] [data_t 0.058] [optim_t 0.343] [lr 0.002076] [CE 4.227 (4.223)] [KD 3.393 (3.259)] +2024-10-17 10:35:01,349 - Train: 37.68% [471400/1251000] [376.8/1000.0] [batch_t 0.384 (0.432)] [data_t 0.043] [optim_t 0.341] [lr 0.002075] [CE 3.747 (4.180)] [KD 2.870 (3.216)] +2024-10-17 10:35:22,935 - Train: 37.69% [471450/1251000] [376.9/1000.0] [batch_t 0.453 (0.432)] [data_t 0.110] [optim_t 0.343] [lr 0.002075] [CE 4.537 (4.161)] [KD 3.550 (3.203)] +2024-10-17 10:35:44,523 - Train: 37.69% [471500/1251000] [376.9/1000.0] [batch_t 0.410 (0.432)] [data_t 0.062] [optim_t 0.348] [lr 0.002075] [CE 4.093 (4.252)] [KD 2.990 (3.260)] +2024-10-17 10:36:05,713 - Train: 37.69% [471550/1251000] [376.9/1000.0] [batch_t 0.461 (0.424)] [data_t 0.116] [optim_t 0.345] [lr 0.002075] [CE 4.876 (4.229)] [KD 3.617 (3.232)] +2024-10-17 10:36:26,913 - Train: 37.70% [471600/1251000] [377.0/1000.0] [batch_t 0.411 (0.424)] [data_t 0.069] [optim_t 0.343] [lr 0.002075] [CE 4.086 (4.303)] [KD 3.050 (3.280)] +2024-10-17 10:36:59,126 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 38149] [top5_cnt 46797] [top_all 50000] +2024-10-17 10:36:59,126 - net: 76.298 (93.594) +2024-10-17 10:37:20,952 - Test (net_E): 100.00% [50/50] [batch_t 0.147 (0.428)] [top1_cnt 40143] [top5_cnt 47602] [top_all 50000] +2024-10-17 10:37:20,952 - net_E: 80.286 (95.204) +2024-10-17 10:37:21,138 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 10:37:21,139 - ==> Total time: 2 days, 10:55:29 Eta: 4 days, 1:22:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 10:37:36,194 - Train: 37.70% [471650/1251000] [377.0/1000.0] [batch_t 0.361 (0.594)] [data_t 0.015] [optim_t 0.345] [lr 0.002075] [CE 4.669 (4.278)] [KD 3.312 (3.272)] +2024-10-17 10:37:56,848 - Train: 37.71% [471700/1251000] [377.1/1000.0] [batch_t 0.458 (0.413)] [data_t 0.015] [optim_t 0.443] [lr 0.002074] [CE 4.265 (4.267)] [KD 3.286 (3.233)] +2024-10-17 10:38:18,299 - Train: 37.71% [471750/1251000] [377.1/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.002074] [CE 4.089 (4.195)] [KD 3.080 (3.159)] +2024-10-17 10:38:40,261 - Train: 37.71% [471800/1251000] [377.1/1000.0] [batch_t 0.524 (0.439)] [data_t 0.015] [optim_t 0.509] [lr 0.002074] [CE 4.274 (4.144)] [KD 3.085 (3.147)] +2024-10-17 10:39:01,728 - Train: 37.72% [471850/1251000] [377.2/1000.0] [batch_t 0.778 (0.429)] [data_t 0.015] [optim_t 0.763] [lr 0.002074] [CE 4.212 (4.172)] [KD 3.136 (3.185)] +2024-10-17 10:39:23,255 - Train: 37.72% [471900/1251000] [377.2/1000.0] [batch_t 0.433 (0.430)] [data_t 0.015] [optim_t 0.418] [lr 0.002074] [CE 4.063 (4.170)] [KD 3.315 (3.183)] +2024-10-17 10:39:44,964 - Train: 37.73% [471950/1251000] [377.3/1000.0] [batch_t 0.456 (0.434)] [data_t 0.015] [optim_t 0.440] [lr 0.002074] [CE 4.124 (4.257)] [KD 3.188 (3.295)] +2024-10-17 10:40:06,839 - Train: 37.73% [472000/1251000] [377.3/1000.0] [batch_t 0.421 (0.437)] [data_t 0.015] [optim_t 0.406] [lr 0.002073] [CE 4.122 (4.178)] [KD 3.264 (3.227)] +2024-10-17 10:40:28,829 - Train: 37.73% [472050/1251000] [377.3/1000.0] [batch_t 0.430 (0.440)] [data_t 0.015] [optim_t 0.415] [lr 0.002073] [CE 3.767 (4.196)] [KD 3.170 (3.230)] +2024-10-17 10:40:50,773 - Train: 37.74% [472100/1251000] [377.4/1000.0] [batch_t 0.440 (0.439)] [data_t 0.015] [optim_t 0.425] [lr 0.002073] [CE 4.219 (4.160)] [KD 3.008 (3.190)] +2024-10-17 10:41:12,377 - Train: 37.74% [472150/1251000] [377.4/1000.0] [batch_t 0.394 (0.432)] [data_t 0.015] [optim_t 0.379] [lr 0.002073] [CE 4.147 (4.235)] [KD 3.086 (3.243)] +2024-10-17 10:41:34,323 - Train: 37.75% [472200/1251000] [377.5/1000.0] [batch_t 0.431 (0.439)] [data_t 0.015] [optim_t 0.416] [lr 0.002073] [CE 4.308 (4.205)] [KD 3.204 (3.248)] +2024-10-17 10:41:55,498 - Train: 37.75% [472250/1251000] [377.5/1000.0] [batch_t 0.444 (0.423)] [data_t 0.015] [optim_t 0.429] [lr 0.002073] [CE 4.032 (4.162)] [KD 3.218 (3.163)] +2024-10-17 10:42:15,813 - Train: 37.75% [472300/1251000] [377.5/1000.0] [batch_t 0.395 (0.406)] [data_t 0.015] [optim_t 0.380] [lr 0.002072] [CE 4.505 (4.155)] [KD 3.601 (3.191)] +2024-10-17 10:42:36,350 - Train: 37.76% [472350/1251000] [377.6/1000.0] [batch_t 0.359 (0.411)] [data_t 0.015] [optim_t 0.344] [lr 0.002072] [CE 4.245 (4.192)] [KD 3.244 (3.238)] +2024-10-17 10:42:57,725 - Train: 37.76% [472400/1251000] [377.6/1000.0] [batch_t 0.385 (0.427)] [data_t 0.015] [optim_t 0.370] [lr 0.002072] [CE 4.361 (4.151)] [KD 3.606 (3.207)] +2024-10-17 10:43:19,155 - Train: 37.77% [472450/1251000] [377.7/1000.0] [batch_t 0.420 (0.428)] [data_t 0.015] [optim_t 0.405] [lr 0.002072] [CE 4.468 (4.218)] [KD 3.465 (3.224)] +2024-10-17 10:43:40,469 - Train: 37.77% [472500/1251000] [377.7/1000.0] [batch_t 0.459 (0.426)] [data_t 0.015] [optim_t 0.444] [lr 0.002072] [CE 4.223 (4.219)] [KD 3.182 (3.227)] +2024-10-17 10:44:01,971 - Train: 37.77% [472550/1251000] [377.7/1000.0] [batch_t 0.383 (0.430)] [data_t 0.015] [optim_t 0.367] [lr 0.002071] [CE 3.829 (4.174)] [KD 3.229 (3.211)] +2024-10-17 10:44:23,432 - Train: 37.78% [472600/1251000] [377.8/1000.0] [batch_t 0.465 (0.429)] [data_t 0.015] [optim_t 0.449] [lr 0.002071] [CE 3.698 (4.187)] [KD 3.162 (3.201)] +2024-10-17 10:44:44,472 - Train: 37.78% [472650/1251000] [377.8/1000.0] [batch_t 0.386 (0.421)] [data_t 0.015] [optim_t 0.371] [lr 0.002071] [CE 4.013 (4.148)] [KD 3.241 (3.239)] +2024-10-17 10:45:05,607 - Train: 37.79% [472700/1251000] [377.9/1000.0] [batch_t 0.511 (0.423)] [data_t 0.015] [optim_t 0.496] [lr 0.002071] [CE 4.231 (4.200)] [KD 3.286 (3.246)] +2024-10-17 10:45:26,782 - Train: 37.79% [472750/1251000] [377.9/1000.0] [batch_t 0.393 (0.423)] [data_t 0.015] [optim_t 0.377] [lr 0.002071] [CE 4.309 (4.208)] [KD 3.314 (3.245)] +2024-10-17 10:45:47,643 - Train: 37.79% [472800/1251000] [377.9/1000.0] [batch_t 0.416 (0.417)] [data_t 0.015] [optim_t 0.400] [lr 0.002071] [CE 3.577 (4.261)] [KD 3.109 (3.293)] +2024-10-17 10:46:08,671 - Train: 37.80% [472850/1251000] [378.0/1000.0] [batch_t 0.454 (0.420)] [data_t 0.015] [optim_t 0.439] [lr 0.002070] [CE 3.914 (4.187)] [KD 3.003 (3.233)] +2024-10-17 10:46:40,456 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 38149] [top5_cnt 46718] [top_all 50000] +2024-10-17 10:46:40,457 - net: 76.298 (93.436) +2024-10-17 10:47:01,378 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 40137] [top5_cnt 47610] [top_all 50000] +2024-10-17 10:47:01,379 - net_E: 80.274 (95.220) +2024-10-17 10:47:01,514 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 10:47:01,514 - ==> Total time: 2 days, 11:05:10 Eta: 4 days, 1:13:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 10:47:18,317 - Train: 37.80% [472900/1251000] [378.0/1000.0] [batch_t 0.366 (0.467)] [data_t 0.015] [optim_t 0.351] [lr 0.002070] [CE 4.095 (4.213)] [KD 3.011 (3.173)] +2024-10-17 10:47:39,675 - Train: 37.81% [472950/1251000] [378.1/1000.0] [batch_t 0.432 (0.427)] [data_t 0.015] [optim_t 0.416] [lr 0.002070] [CE 4.048 (4.208)] [KD 3.096 (3.195)] +2024-10-17 10:48:02,507 - Train: 37.81% [473000/1251000] [378.1/1000.0] [batch_t 0.509 (0.457)] [data_t 0.015] [optim_t 0.494] [lr 0.002070] [CE 4.094 (4.312)] [KD 3.152 (3.263)] +2024-10-17 10:48:25,483 - Train: 37.81% [473050/1251000] [378.1/1000.0] [batch_t 0.435 (0.459)] [data_t 0.015] [optim_t 0.420] [lr 0.002070] [CE 3.910 (4.239)] [KD 2.990 (3.260)] +2024-10-17 10:48:48,295 - Train: 37.82% [473100/1251000] [378.2/1000.0] [batch_t 0.362 (0.456)] [data_t 0.015] [optim_t 0.346] [lr 0.002070] [CE 4.275 (4.121)] [KD 3.265 (3.160)] +2024-10-17 10:49:10,946 - Train: 37.82% [473150/1251000] [378.2/1000.0] [batch_t 0.474 (0.453)] [data_t 0.015] [optim_t 0.459] [lr 0.002069] [CE 4.350 (4.235)] [KD 3.273 (3.250)] +2024-10-17 10:49:33,032 - Train: 37.83% [473200/1251000] [378.3/1000.0] [batch_t 0.421 (0.442)] [data_t 0.015] [optim_t 0.405] [lr 0.002069] [CE 4.843 (4.265)] [KD 3.665 (3.291)] +2024-10-17 10:49:55,366 - Train: 37.83% [473250/1251000] [378.3/1000.0] [batch_t 0.428 (0.447)] [data_t 0.015] [optim_t 0.413] [lr 0.002069] [CE 4.139 (4.157)] [KD 3.217 (3.228)] +2024-10-17 10:50:18,223 - Train: 37.83% [473300/1251000] [378.3/1000.0] [batch_t 0.546 (0.457)] [data_t 0.015] [optim_t 0.531] [lr 0.002069] [CE 3.732 (4.268)] [KD 3.138 (3.287)] +2024-10-17 10:50:39,663 - Train: 37.84% [473350/1251000] [378.4/1000.0] [batch_t 0.438 (0.429)] [data_t 0.016] [optim_t 0.422] [lr 0.002069] [CE 4.226 (4.134)] [KD 3.307 (3.217)] +2024-10-17 10:51:01,636 - Train: 37.84% [473400/1251000] [378.4/1000.0] [batch_t 0.366 (0.439)] [data_t 0.015] [optim_t 0.350] [lr 0.002069] [CE 4.520 (4.200)] [KD 3.211 (3.244)] +2024-10-17 10:51:23,157 - Train: 37.85% [473450/1251000] [378.5/1000.0] [batch_t 0.468 (0.430)] [data_t 0.015] [optim_t 0.453] [lr 0.002068] [CE 4.118 (4.192)] [KD 3.111 (3.249)] +2024-10-17 10:51:44,997 - Train: 37.85% [473500/1251000] [378.5/1000.0] [batch_t 0.419 (0.437)] [data_t 0.015] [optim_t 0.403] [lr 0.002068] [CE 4.610 (4.213)] [KD 3.491 (3.253)] +2024-10-17 10:52:06,922 - Train: 37.85% [473550/1251000] [378.5/1000.0] [batch_t 0.411 (0.438)] [data_t 0.015] [optim_t 0.396] [lr 0.002068] [CE 4.196 (4.285)] [KD 3.413 (3.282)] +2024-10-17 10:52:29,197 - Train: 37.86% [473600/1251000] [378.6/1000.0] [batch_t 0.503 (0.445)] [data_t 0.015] [optim_t 0.488] [lr 0.002068] [CE 4.031 (4.245)] [KD 3.259 (3.250)] +2024-10-17 10:52:51,152 - Train: 37.86% [473650/1251000] [378.6/1000.0] [batch_t 0.469 (0.439)] [data_t 0.015] [optim_t 0.454] [lr 0.002068] [CE 3.803 (4.225)] [KD 3.000 (3.228)] +2024-10-17 10:53:12,808 - Train: 37.87% [473700/1251000] [378.7/1000.0] [batch_t 0.406 (0.433)] [data_t 0.015] [optim_t 0.391] [lr 0.002067] [CE 4.068 (4.185)] [KD 3.379 (3.221)] +2024-10-17 10:53:34,084 - Train: 37.87% [473750/1251000] [378.7/1000.0] [batch_t 0.460 (0.425)] [data_t 0.015] [optim_t 0.445] [lr 0.002067] [CE 4.772 (4.176)] [KD 3.584 (3.241)] +2024-10-17 10:53:55,587 - Train: 37.87% [473800/1251000] [378.7/1000.0] [batch_t 0.506 (0.430)] [data_t 0.015] [optim_t 0.490] [lr 0.002067] [CE 4.268 (4.146)] [KD 3.080 (3.186)] +2024-10-17 10:54:16,695 - Train: 37.88% [473850/1251000] [378.8/1000.0] [batch_t 0.441 (0.422)] [data_t 0.016] [optim_t 0.425] [lr 0.002067] [CE 4.292 (4.168)] [KD 3.259 (3.180)] +2024-10-17 10:54:38,263 - Train: 37.88% [473900/1251000] [378.8/1000.0] [batch_t 0.487 (0.431)] [data_t 0.016] [optim_t 0.471] [lr 0.002067] [CE 4.047 (4.197)] [KD 3.279 (3.232)] +2024-10-17 10:54:59,885 - Train: 37.89% [473950/1251000] [378.9/1000.0] [batch_t 0.523 (0.432)] [data_t 0.015] [optim_t 0.507] [lr 0.002067] [CE 4.553 (4.216)] [KD 3.443 (3.254)] +2024-10-17 10:55:21,061 - Train: 37.89% [474000/1251000] [378.9/1000.0] [batch_t 0.362 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.002066] [CE 4.165 (4.212)] [KD 3.310 (3.252)] +2024-10-17 10:55:43,120 - Train: 37.89% [474050/1251000] [378.9/1000.0] [batch_t 0.364 (0.441)] [data_t 0.015] [optim_t 0.348] [lr 0.002066] [CE 3.952 (4.255)] [KD 3.077 (3.279)] +2024-10-17 10:56:04,713 - Train: 37.90% [474100/1251000] [379.0/1000.0] [batch_t 0.458 (0.432)] [data_t 0.016] [optim_t 0.442] [lr 0.002066] [CE 4.248 (4.144)] [KD 3.410 (3.205)] +2024-10-17 10:56:38,396 - Test (net): 100.00% [50/50] [batch_t 0.156 (0.439)] [top1_cnt 38025] [top5_cnt 46684] [top_all 50000] +2024-10-17 10:56:38,397 - net: 76.050 (93.368) +2024-10-17 10:57:00,580 - Test (net_E): 100.00% [50/50] [batch_t 0.154 (0.438)] [top1_cnt 40137] [top5_cnt 47629] [top_all 50000] +2024-10-17 10:57:00,581 - net_E: 80.274 (95.258) +2024-10-17 10:57:00,740 - Max [top1: 76.442 (epoch: 358)] [top1-ema: 80.288 (epoch: 366)] +2024-10-17 10:57:00,741 - ==> Total time: 2 days, 11:15:09 Eta: 4 days, 1:05:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 10:57:14,995 - Train: 37.90% [474150/1251000] [379.0/1000.0] [batch_t 0.357 (0.622)] [data_t 0.015] [optim_t 0.341] [lr 0.002066] [CE 3.824 (4.211)] [KD 2.896 (3.224)] +2024-10-17 10:57:36,909 - Train: 37.91% [474200/1251000] [379.1/1000.0] [batch_t 0.423 (0.438)] [data_t 0.015] [optim_t 0.408] [lr 0.002066] [CE 4.165 (4.264)] [KD 3.232 (3.201)] +2024-10-17 10:57:59,232 - Train: 37.91% [474250/1251000] [379.1/1000.0] [batch_t 0.505 (0.446)] [data_t 0.015] [optim_t 0.490] [lr 0.002066] [CE 4.407 (4.211)] [KD 3.309 (3.204)] +2024-10-17 10:58:21,273 - Train: 37.91% [474300/1251000] [379.1/1000.0] [batch_t 0.435 (0.441)] [data_t 0.015] [optim_t 0.420] [lr 0.002065] [CE 3.497 (4.206)] [KD 2.671 (3.190)] +2024-10-17 10:58:43,431 - Train: 37.92% [474350/1251000] [379.2/1000.0] [batch_t 0.435 (0.443)] [data_t 0.015] [optim_t 0.420] [lr 0.002065] [CE 4.590 (4.205)] [KD 3.479 (3.174)] +2024-10-17 10:59:05,455 - Train: 37.92% [474400/1251000] [379.2/1000.0] [batch_t 0.460 (0.440)] [data_t 0.015] [optim_t 0.444] [lr 0.002065] [CE 3.915 (4.231)] [KD 2.883 (3.189)] +2024-10-17 10:59:27,531 - Train: 37.93% [474450/1251000] [379.3/1000.0] [batch_t 0.420 (0.441)] [data_t 0.015] [optim_t 0.405] [lr 0.002065] [CE 4.172 (4.190)] [KD 3.168 (3.203)] +2024-10-17 10:59:49,667 - Train: 37.93% [474500/1251000] [379.3/1000.0] [batch_t 0.513 (0.443)] [data_t 0.015] [optim_t 0.498] [lr 0.002065] [CE 4.378 (4.214)] [KD 3.325 (3.230)] +2024-10-17 11:00:11,520 - Train: 37.93% [474550/1251000] [379.3/1000.0] [batch_t 0.401 (0.437)] [data_t 0.015] [optim_t 0.385] [lr 0.002065] [CE 4.257 (4.195)] [KD 3.211 (3.205)] +2024-10-17 11:00:32,705 - Train: 37.94% [474600/1251000] [379.4/1000.0] [batch_t 0.448 (0.424)] [data_t 0.015] [optim_t 0.432] [lr 0.002064] [CE 3.989 (4.232)] [KD 3.078 (3.246)] +2024-10-17 11:00:53,274 - Train: 37.94% [474650/1251000] [379.4/1000.0] [batch_t 0.359 (0.411)] [data_t 0.015] [optim_t 0.343] [lr 0.002064] [CE 4.500 (4.150)] [KD 3.414 (3.167)] +2024-10-17 11:01:14,283 - Train: 37.95% [474700/1251000] [379.5/1000.0] [batch_t 0.365 (0.420)] [data_t 0.015] [optim_t 0.350] [lr 0.002064] [CE 3.916 (4.190)] [KD 3.059 (3.184)] +2024-10-17 11:01:35,817 - Train: 37.95% [474750/1251000] [379.5/1000.0] [batch_t 0.390 (0.431)] [data_t 0.015] [optim_t 0.374] [lr 0.002064] [CE 4.369 (4.203)] [KD 3.259 (3.219)] +2024-10-17 11:01:57,322 - Train: 37.95% [474800/1251000] [379.5/1000.0] [batch_t 0.413 (0.430)] [data_t 0.015] [optim_t 0.397] [lr 0.002064] [CE 4.536 (4.175)] [KD 3.356 (3.196)] +2024-10-17 11:02:19,632 - Train: 37.96% [474850/1251000] [379.6/1000.0] [batch_t 0.460 (0.446)] [data_t 0.015] [optim_t 0.444] [lr 0.002064] [CE 4.324 (4.200)] [KD 3.300 (3.252)] +2024-10-17 11:02:41,418 - Train: 37.96% [474900/1251000] [379.6/1000.0] [batch_t 0.447 (0.436)] [data_t 0.015] [optim_t 0.432] [lr 0.002063] [CE 4.213 (4.085)] [KD 3.181 (3.165)] +2024-10-17 11:03:03,095 - Train: 37.97% [474950/1251000] [379.7/1000.0] [batch_t 0.453 (0.433)] [data_t 0.015] [optim_t 0.438] [lr 0.002063] [CE 4.142 (4.175)] [KD 3.269 (3.259)] +2024-10-17 11:03:23,833 - Train: 37.97% [475000/1251000] [379.7/1000.0] [batch_t 0.441 (0.415)] [data_t 0.015] [optim_t 0.425] [lr 0.002063] [CE 4.009 (4.193)] [KD 3.240 (3.235)] +2024-10-17 11:03:44,214 - Train: 37.97% [475050/1251000] [379.7/1000.0] [batch_t 0.359 (0.408)] [data_t 0.015] [optim_t 0.344] [lr 0.002063] [CE 4.174 (4.178)] [KD 3.292 (3.182)] +2024-10-17 11:04:05,345 - Train: 37.98% [475100/1251000] [379.8/1000.0] [batch_t 0.463 (0.423)] [data_t 0.015] [optim_t 0.447] [lr 0.002063] [CE 4.133 (4.171)] [KD 3.138 (3.223)] +2024-10-17 11:04:26,723 - Train: 37.98% [475150/1251000] [379.8/1000.0] [batch_t 0.424 (0.427)] [data_t 0.015] [optim_t 0.409] [lr 0.002062] [CE 4.375 (4.239)] [KD 3.464 (3.265)] +2024-10-17 11:04:47,724 - Train: 37.99% [475200/1251000] [379.9/1000.0] [batch_t 0.445 (0.420)] [data_t 0.015] [optim_t 0.429] [lr 0.002062] [CE 4.399 (4.234)] [KD 3.177 (3.212)] +2024-10-17 11:05:09,055 - Train: 37.99% [475250/1251000] [379.9/1000.0] [batch_t 0.485 (0.427)] [data_t 0.015] [optim_t 0.470] [lr 0.002062] [CE 4.498 (4.229)] [KD 3.278 (3.230)] +2024-10-17 11:05:30,264 - Train: 37.99% [475300/1251000] [379.9/1000.0] [batch_t 0.407 (0.424)] [data_t 0.015] [optim_t 0.392] [lr 0.002062] [CE 4.212 (4.187)] [KD 2.922 (3.211)] +2024-10-17 11:05:51,769 - Train: 38.00% [475350/1251000] [380.0/1000.0] [batch_t 0.388 (0.430)] [data_t 0.015] [optim_t 0.373] [lr 0.002062] [CE 4.347 (4.242)] [KD 3.140 (3.230)] +2024-10-17 11:06:25,618 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 38225] [top5_cnt 46664] [top_all 50000] +2024-10-17 11:06:25,619 - net: 76.450 (93.328) +2024-10-17 11:06:46,840 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40177] [top5_cnt 47626] [top_all 50000] +2024-10-17 11:06:46,841 - net_E: 80.354 (95.252) +2024-10-17 11:06:46,998 - Max [top1: 76.450 (epoch: 380)] [top1-ema: 80.354 (epoch: 380)] +2024-10-17 11:06:46,998 - ==> Total time: 2 days, 11:24:55 Eta: 4 days, 0:56:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 11:07:03,202 - Train: 38.00% [475400/1251000] [380.0/1000.0] [batch_t 0.361 (0.473)] [data_t 0.016] [optim_t 0.346] [lr 0.002062] [CE 4.075 (4.185)] [KD 3.065 (3.186)] +2024-10-17 11:07:21,466 - Train: 38.01% [475450/1251000] [380.1/1000.0] [batch_t 0.418 (0.365)] [data_t 0.015] [optim_t 0.402] [lr 0.002061] [CE 3.476 (4.126)] [KD 2.880 (3.160)] +2024-10-17 11:07:42,629 - Train: 38.01% [475500/1251000] [380.1/1000.0] [batch_t 0.428 (0.423)] [data_t 0.015] [optim_t 0.413] [lr 0.002061] [CE 4.020 (4.206)] [KD 2.911 (3.194)] +2024-10-17 11:08:03,879 - Train: 38.01% [475550/1251000] [380.1/1000.0] [batch_t 0.483 (0.425)] [data_t 0.016] [optim_t 0.467] [lr 0.002061] [CE 4.343 (4.214)] [KD 3.265 (3.224)] +2024-10-17 11:08:24,883 - Train: 38.02% [475600/1251000] [380.2/1000.0] [batch_t 0.565 (0.420)] [data_t 0.015] [optim_t 0.550] [lr 0.002061] [CE 3.900 (4.192)] [KD 2.903 (3.165)] +2024-10-17 11:08:45,765 - Train: 38.02% [475650/1251000] [380.2/1000.0] [batch_t 0.433 (0.418)] [data_t 0.015] [optim_t 0.417] [lr 0.002061] [CE 4.764 (4.213)] [KD 3.602 (3.192)] +2024-10-17 11:09:07,035 - Train: 38.03% [475700/1251000] [380.3/1000.0] [batch_t 0.359 (0.425)] [data_t 0.015] [optim_t 0.344] [lr 0.002061] [CE 4.552 (4.126)] [KD 3.442 (3.181)] +2024-10-17 11:09:27,912 - Train: 38.03% [475750/1251000] [380.3/1000.0] [batch_t 0.379 (0.417)] [data_t 0.015] [optim_t 0.364] [lr 0.002060] [CE 4.244 (4.191)] [KD 3.146 (3.207)] +2024-10-17 11:09:49,193 - Train: 38.03% [475800/1251000] [380.3/1000.0] [batch_t 0.402 (0.426)] [data_t 0.015] [optim_t 0.386] [lr 0.002060] [CE 4.271 (4.228)] [KD 3.131 (3.193)] +2024-10-17 11:10:10,316 - Train: 38.04% [475850/1251000] [380.4/1000.0] [batch_t 0.455 (0.422)] [data_t 0.015] [optim_t 0.440] [lr 0.002060] [CE 4.536 (4.223)] [KD 3.568 (3.228)] +2024-10-17 11:10:31,329 - Train: 38.04% [475900/1251000] [380.4/1000.0] [batch_t 0.443 (0.420)] [data_t 0.015] [optim_t 0.427] [lr 0.002060] [CE 4.416 (4.161)] [KD 3.458 (3.178)] +2024-10-17 11:10:52,507 - Train: 38.05% [475950/1251000] [380.5/1000.0] [batch_t 0.370 (0.423)] [data_t 0.015] [optim_t 0.355] [lr 0.002060] [CE 4.072 (4.187)] [KD 3.049 (3.183)] +2024-10-17 11:11:13,836 - Train: 38.05% [476000/1251000] [380.5/1000.0] [batch_t 0.443 (0.426)] [data_t 0.015] [optim_t 0.427] [lr 0.002060] [CE 4.400 (4.178)] [KD 3.421 (3.233)] +2024-10-17 11:11:35,355 - Train: 38.05% [476050/1251000] [380.5/1000.0] [batch_t 0.488 (0.430)] [data_t 0.015] [optim_t 0.473] [lr 0.002059] [CE 4.385 (4.216)] [KD 3.316 (3.239)] +2024-10-17 11:11:56,723 - Train: 38.06% [476100/1251000] [380.6/1000.0] [batch_t 0.456 (0.427)] [data_t 0.015] [optim_t 0.441] [lr 0.002059] [CE 3.971 (4.200)] [KD 3.296 (3.226)] +2024-10-17 11:12:18,306 - Train: 38.06% [476150/1251000] [380.6/1000.0] [batch_t 0.382 (0.432)] [data_t 0.015] [optim_t 0.366] [lr 0.002059] [CE 4.141 (4.264)] [KD 3.158 (3.283)] +2024-10-17 11:12:39,574 - Train: 38.07% [476200/1251000] [380.7/1000.0] [batch_t 0.400 (0.425)] [data_t 0.015] [optim_t 0.384] [lr 0.002059] [CE 4.535 (4.220)] [KD 3.279 (3.207)] +2024-10-17 11:13:01,248 - Train: 38.07% [476250/1251000] [380.7/1000.0] [batch_t 0.432 (0.433)] [data_t 0.015] [optim_t 0.417] [lr 0.002059] [CE 4.086 (4.203)] [KD 3.230 (3.218)] +2024-10-17 11:13:22,712 - Train: 38.07% [476300/1251000] [380.7/1000.0] [batch_t 0.448 (0.429)] [data_t 0.015] [optim_t 0.433] [lr 0.002058] [CE 4.347 (4.252)] [KD 3.285 (3.270)] +2024-10-17 11:13:43,759 - Train: 38.08% [476350/1251000] [380.8/1000.0] [batch_t 0.367 (0.421)] [data_t 0.016] [optim_t 0.351] [lr 0.002058] [CE 4.547 (4.258)] [KD 3.465 (3.244)] +2024-10-17 11:14:05,709 - Train: 38.08% [476400/1251000] [380.8/1000.0] [batch_t 0.534 (0.439)] [data_t 0.016] [optim_t 0.519] [lr 0.002058] [CE 3.911 (4.190)] [KD 3.194 (3.193)] +2024-10-17 11:14:27,026 - Train: 38.09% [476450/1251000] [380.9/1000.0] [batch_t 0.414 (0.426)] [data_t 0.015] [optim_t 0.399] [lr 0.002058] [CE 4.665 (4.204)] [KD 3.382 (3.241)] +2024-10-17 11:14:48,616 - Train: 38.09% [476500/1251000] [380.9/1000.0] [batch_t 0.497 (0.432)] [data_t 0.015] [optim_t 0.482] [lr 0.002058] [CE 4.434 (4.149)] [KD 3.406 (3.176)] +2024-10-17 11:15:10,188 - Train: 38.09% [476550/1251000] [380.9/1000.0] [batch_t 0.449 (0.431)] [data_t 0.015] [optim_t 0.434] [lr 0.002058] [CE 4.053 (4.161)] [KD 3.148 (3.190)] +2024-10-17 11:15:31,320 - Train: 38.10% [476600/1251000] [381.0/1000.0] [batch_t 0.468 (0.423)] [data_t 0.015] [optim_t 0.453] [lr 0.002057] [CE 4.244 (4.221)] [KD 3.245 (3.205)] +2024-10-17 11:16:05,811 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.434)] [top1_cnt 38170] [top5_cnt 46716] [top_all 50000] +2024-10-17 11:16:05,811 - net: 76.340 (93.432) +2024-10-17 11:16:27,283 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.423)] [top1_cnt 40187] [top5_cnt 47624] [top_all 50000] +2024-10-17 11:16:27,283 - net_E: 80.374 (95.248) +2024-10-17 11:16:27,420 - Max [top1: 76.450 (epoch: 380)] [top1-ema: 80.374 (epoch: 381)] +2024-10-17 11:16:27,421 - ==> Total time: 2 days, 11:34:36 Eta: 4 days, 0:47:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 11:16:42,851 - Train: 38.10% [476650/1251000] [381.0/1000.0] [batch_t 0.358 (0.570)] [data_t 0.015] [optim_t 0.343] [lr 0.002057] [CE 4.331 (4.195)] [KD 3.211 (3.148)] +2024-10-17 11:17:03,245 - Train: 38.11% [476700/1251000] [381.1/1000.0] [batch_t 0.524 (0.408)] [data_t 0.184] [optim_t 0.340] [lr 0.002057] [CE 4.433 (4.231)] [KD 3.332 (3.213)] +2024-10-17 11:17:25,776 - Train: 38.11% [476750/1251000] [381.1/1000.0] [batch_t 0.436 (0.451)] [data_t 0.092] [optim_t 0.344] [lr 0.002057] [CE 3.792 (4.150)] [KD 3.034 (3.176)] +2024-10-17 11:17:48,204 - Train: 38.11% [476800/1251000] [381.1/1000.0] [batch_t 0.359 (0.448)] [data_t 0.015] [optim_t 0.343] [lr 0.002057] [CE 4.585 (4.228)] [KD 3.329 (3.216)] +2024-10-17 11:18:10,613 - Train: 38.12% [476850/1251000] [381.2/1000.0] [batch_t 0.361 (0.448)] [data_t 0.015] [optim_t 0.346] [lr 0.002057] [CE 4.292 (4.200)] [KD 3.136 (3.209)] +2024-10-17 11:18:32,655 - Train: 38.12% [476900/1251000] [381.2/1000.0] [batch_t 0.412 (0.441)] [data_t 0.070] [optim_t 0.342] [lr 0.002056] [CE 4.245 (4.181)] [KD 3.103 (3.170)] +2024-10-17 11:18:55,285 - Train: 38.13% [476950/1251000] [381.3/1000.0] [batch_t 0.479 (0.452)] [data_t 0.133] [optim_t 0.346] [lr 0.002056] [CE 3.855 (4.185)] [KD 2.876 (3.133)] +2024-10-17 11:19:18,045 - Train: 38.13% [477000/1251000] [381.3/1000.0] [batch_t 0.519 (0.455)] [data_t 0.175] [optim_t 0.344] [lr 0.002056] [CE 4.514 (4.213)] [KD 3.289 (3.167)] +2024-10-17 11:19:40,409 - Train: 38.13% [477050/1251000] [381.3/1000.0] [batch_t 0.515 (0.447)] [data_t 0.025] [optim_t 0.489] [lr 0.002056] [CE 4.399 (4.219)] [KD 3.338 (3.211)] +2024-10-17 11:20:01,454 - Train: 38.14% [477100/1251000] [381.4/1000.0] [batch_t 0.397 (0.421)] [data_t 0.052] [optim_t 0.345] [lr 0.002056] [CE 3.936 (4.168)] [KD 2.889 (3.197)] +2024-10-17 11:20:22,210 - Train: 38.14% [477150/1251000] [381.4/1000.0] [batch_t 0.384 (0.415)] [data_t 0.044] [optim_t 0.341] [lr 0.002056] [CE 4.328 (4.102)] [KD 3.228 (3.174)] +2024-10-17 11:20:43,389 - Train: 38.15% [477200/1251000] [381.5/1000.0] [batch_t 0.519 (0.423)] [data_t 0.015] [optim_t 0.503] [lr 0.002055] [CE 4.139 (4.234)] [KD 3.210 (3.199)] +2024-10-17 11:21:04,878 - Train: 38.15% [477250/1251000] [381.5/1000.0] [batch_t 0.444 (0.430)] [data_t 0.015] [optim_t 0.429] [lr 0.002055] [CE 3.951 (4.198)] [KD 3.113 (3.220)] +2024-10-17 11:21:25,734 - Train: 38.15% [477300/1251000] [381.5/1000.0] [batch_t 0.390 (0.417)] [data_t 0.015] [optim_t 0.375] [lr 0.002055] [CE 4.342 (4.157)] [KD 3.271 (3.210)] +2024-10-17 11:21:47,140 - Train: 38.16% [477350/1251000] [381.6/1000.0] [batch_t 0.361 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.002055] [CE 4.563 (4.189)] [KD 3.374 (3.241)] +2024-10-17 11:22:08,273 - Train: 38.16% [477400/1251000] [381.6/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.002055] [CE 4.299 (4.170)] [KD 3.265 (3.218)] +2024-10-17 11:22:29,306 - Train: 38.17% [477450/1251000] [381.7/1000.0] [batch_t 0.358 (0.421)] [data_t 0.015] [optim_t 0.343] [lr 0.002054] [CE 4.509 (4.255)] [KD 3.466 (3.252)] +2024-10-17 11:22:51,407 - Train: 38.17% [477500/1251000] [381.7/1000.0] [batch_t 0.838 (0.442)] [data_t 0.015] [optim_t 0.823] [lr 0.002054] [CE 4.121 (4.246)] [KD 3.332 (3.261)] +2024-10-17 11:23:12,474 - Train: 38.17% [477550/1251000] [381.7/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.347] [lr 0.002054] [CE 4.042 (4.265)] [KD 3.173 (3.278)] +2024-10-17 11:23:33,097 - Train: 38.18% [477600/1251000] [381.8/1000.0] [batch_t 0.359 (0.412)] [data_t 0.015] [optim_t 0.344] [lr 0.002054] [CE 4.605 (4.221)] [KD 3.367 (3.245)] +2024-10-17 11:23:54,475 - Train: 38.18% [477650/1251000] [381.8/1000.0] [batch_t 0.359 (0.427)] [data_t 0.015] [optim_t 0.343] [lr 0.002054] [CE 3.949 (4.167)] [KD 3.265 (3.268)] +2024-10-17 11:24:16,469 - Train: 38.19% [477700/1251000] [381.9/1000.0] [batch_t 0.826 (0.440)] [data_t 0.015] [optim_t 0.811] [lr 0.002054] [CE 4.636 (4.186)] [KD 3.489 (3.244)] +2024-10-17 11:24:37,078 - Train: 38.19% [477750/1251000] [381.9/1000.0] [batch_t 0.471 (0.412)] [data_t 0.015] [optim_t 0.456] [lr 0.002053] [CE 3.815 (4.287)] [KD 3.184 (3.267)] +2024-10-17 11:24:58,530 - Train: 38.19% [477800/1251000] [381.9/1000.0] [batch_t 0.418 (0.429)] [data_t 0.015] [optim_t 0.403] [lr 0.002053] [CE 4.327 (4.173)] [KD 3.332 (3.233)] +2024-10-17 11:25:19,434 - Train: 38.20% [477850/1251000] [382.0/1000.0] [batch_t 0.425 (0.418)] [data_t 0.015] [optim_t 0.409] [lr 0.002053] [CE 3.977 (4.202)] [KD 3.269 (3.228)] +2024-10-17 11:25:54,372 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 38306] [top5_cnt 46733] [top_all 50000] +2024-10-17 11:25:54,373 - net: 76.612 (93.466) +2024-10-17 11:26:15,884 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 40209] [top5_cnt 47624] [top_all 50000] +2024-10-17 11:26:15,885 - net_E: 80.418 (95.248) +2024-10-17 11:26:16,049 - Max [top1: 76.612 (epoch: 382)] [top1-ema: 80.418 (epoch: 382)] +2024-10-17 11:26:16,050 - ==> Total time: 2 days, 11:44:24 Eta: 4 days, 0:38:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 11:26:30,858 - Train: 38.20% [477900/1251000] [382.0/1000.0] [batch_t 0.360 (0.493)] [data_t 0.015] [optim_t 0.345] [lr 0.002053] [CE 4.271 (4.137)] [KD 3.355 (3.133)] +2024-10-17 11:26:51,277 - Train: 38.21% [477950/1251000] [382.1/1000.0] [batch_t 0.431 (0.408)] [data_t 0.016] [optim_t 0.416] [lr 0.002053] [CE 4.567 (4.204)] [KD 3.178 (3.204)] +2024-10-17 11:27:13,428 - Train: 38.21% [478000/1251000] [382.1/1000.0] [batch_t 0.433 (0.443)] [data_t 0.015] [optim_t 0.417] [lr 0.002053] [CE 4.607 (4.235)] [KD 3.312 (3.164)] +2024-10-17 11:27:35,310 - Train: 38.21% [478050/1251000] [382.1/1000.0] [batch_t 0.415 (0.438)] [data_t 0.015] [optim_t 0.400] [lr 0.002052] [CE 3.923 (4.294)] [KD 3.012 (3.245)] +2024-10-17 11:27:56,706 - Train: 38.22% [478100/1251000] [382.2/1000.0] [batch_t 0.369 (0.428)] [data_t 0.015] [optim_t 0.354] [lr 0.002052] [CE 4.687 (4.256)] [KD 3.461 (3.182)] +2024-10-17 11:28:17,078 - Train: 38.22% [478150/1251000] [382.2/1000.0] [batch_t 0.425 (0.407)] [data_t 0.015] [optim_t 0.410] [lr 0.002052] [CE 4.072 (4.230)] [KD 3.036 (3.184)] +2024-10-17 11:28:38,719 - Train: 38.23% [478200/1251000] [382.3/1000.0] [batch_t 0.463 (0.433)] [data_t 0.016] [optim_t 0.448] [lr 0.002052] [CE 4.347 (4.160)] [KD 3.321 (3.168)] +2024-10-17 11:29:00,020 - Train: 38.23% [478250/1251000] [382.3/1000.0] [batch_t 0.364 (0.426)] [data_t 0.015] [optim_t 0.349] [lr 0.002052] [CE 3.800 (4.225)] [KD 3.036 (3.179)] +2024-10-17 11:29:21,679 - Train: 38.23% [478300/1251000] [382.3/1000.0] [batch_t 0.509 (0.433)] [data_t 0.015] [optim_t 0.493] [lr 0.002052] [CE 3.979 (4.156)] [KD 3.044 (3.183)] +2024-10-17 11:29:42,902 - Train: 38.24% [478350/1251000] [382.4/1000.0] [batch_t 0.407 (0.424)] [data_t 0.015] [optim_t 0.392] [lr 0.002051] [CE 4.570 (4.205)] [KD 3.456 (3.248)] +2024-10-17 11:30:04,435 - Train: 38.24% [478400/1251000] [382.4/1000.0] [batch_t 0.399 (0.431)] [data_t 0.015] [optim_t 0.383] [lr 0.002051] [CE 4.500 (4.235)] [KD 3.762 (3.247)] +2024-10-17 11:30:26,157 - Train: 38.25% [478450/1251000] [382.5/1000.0] [batch_t 0.489 (0.434)] [data_t 0.015] [optim_t 0.474] [lr 0.002051] [CE 4.354 (4.198)] [KD 3.200 (3.256)] +2024-10-17 11:30:47,542 - Train: 38.25% [478500/1251000] [382.5/1000.0] [batch_t 0.473 (0.428)] [data_t 0.015] [optim_t 0.457] [lr 0.002051] [CE 3.642 (4.192)] [KD 3.100 (3.239)] +2024-10-17 11:31:08,959 - Train: 38.25% [478550/1251000] [382.5/1000.0] [batch_t 0.414 (0.428)] [data_t 0.015] [optim_t 0.398] [lr 0.002051] [CE 4.083 (4.233)] [KD 3.363 (3.276)] +2024-10-17 11:31:30,764 - Train: 38.26% [478600/1251000] [382.6/1000.0] [batch_t 0.409 (0.436)] [data_t 0.015] [optim_t 0.393] [lr 0.002050] [CE 4.726 (4.154)] [KD 3.358 (3.242)] +2024-10-17 11:31:52,558 - Train: 38.26% [478650/1251000] [382.6/1000.0] [batch_t 0.409 (0.436)] [data_t 0.015] [optim_t 0.393] [lr 0.002050] [CE 4.219 (4.137)] [KD 3.190 (3.180)] +2024-10-17 11:32:13,997 - Train: 38.27% [478700/1251000] [382.7/1000.0] [batch_t 0.540 (0.429)] [data_t 0.015] [optim_t 0.525] [lr 0.002050] [CE 3.988 (4.230)] [KD 3.246 (3.249)] +2024-10-17 11:32:35,600 - Train: 38.27% [478750/1251000] [382.7/1000.0] [batch_t 0.429 (0.432)] [data_t 0.015] [optim_t 0.414] [lr 0.002050] [CE 4.149 (4.200)] [KD 3.325 (3.247)] +2024-10-17 11:32:56,982 - Train: 38.27% [478800/1251000] [382.7/1000.0] [batch_t 0.387 (0.428)] [data_t 0.015] [optim_t 0.372] [lr 0.002050] [CE 4.061 (4.277)] [KD 3.218 (3.264)] +2024-10-17 11:33:18,611 - Train: 38.28% [478850/1251000] [382.8/1000.0] [batch_t 0.429 (0.432)] [data_t 0.015] [optim_t 0.414] [lr 0.002050] [CE 4.192 (4.192)] [KD 2.950 (3.207)] +2024-10-17 11:33:40,519 - Train: 38.28% [478900/1251000] [382.8/1000.0] [batch_t 0.432 (0.438)] [data_t 0.015] [optim_t 0.417] [lr 0.002049] [CE 4.541 (4.168)] [KD 3.394 (3.202)] +2024-10-17 11:34:02,135 - Train: 38.29% [478950/1251000] [382.9/1000.0] [batch_t 0.437 (0.432)] [data_t 0.015] [optim_t 0.422] [lr 0.002049] [CE 4.114 (4.208)] [KD 3.179 (3.173)] +2024-10-17 11:34:23,585 - Train: 38.29% [479000/1251000] [382.9/1000.0] [batch_t 0.423 (0.429)] [data_t 0.015] [optim_t 0.407] [lr 0.002049] [CE 4.051 (4.138)] [KD 3.193 (3.170)] +2024-10-17 11:34:45,375 - Train: 38.29% [479050/1251000] [382.9/1000.0] [batch_t 0.420 (0.436)] [data_t 0.015] [optim_t 0.405] [lr 0.002049] [CE 4.055 (4.193)] [KD 2.984 (3.218)] +2024-10-17 11:35:06,166 - Train: 38.30% [479100/1251000] [383.0/1000.0] [batch_t 0.359 (0.416)] [data_t 0.015] [optim_t 0.343] [lr 0.002049] [CE 3.813 (4.170)] [KD 3.068 (3.195)] +2024-10-17 11:35:40,395 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 38100] [top5_cnt 46578] [top_all 50000] +2024-10-17 11:35:40,396 - net: 76.200 (93.156) +2024-10-17 11:36:02,379 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 40214] [top5_cnt 47621] [top_all 50000] +2024-10-17 11:36:02,379 - net_E: 80.428 (95.242) +2024-10-17 11:36:02,553 - Max [top1: 76.612 (epoch: 382)] [top1-ema: 80.428 (epoch: 383)] +2024-10-17 11:36:02,554 - ==> Total time: 2 days, 11:54:11 Eta: 4 days, 0:30:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 11:36:19,542 - Train: 38.30% [479150/1251000] [383.0/1000.0] [batch_t 0.371 (0.486)] [data_t 0.016] [optim_t 0.355] [lr 0.002049] [CE 4.334 (4.326)] [KD 3.199 (3.246)] +2024-10-17 11:36:40,496 - Train: 38.31% [479200/1251000] [383.1/1000.0] [batch_t 0.527 (0.419)] [data_t 0.015] [optim_t 0.512] [lr 0.002048] [CE 5.006 (4.311)] [KD 3.635 (3.218)] +2024-10-17 11:37:01,851 - Train: 38.31% [479250/1251000] [383.1/1000.0] [batch_t 0.360 (0.427)] [data_t 0.016] [optim_t 0.345] [lr 0.002048] [CE 4.325 (4.207)] [KD 3.187 (3.171)] +2024-10-17 11:37:22,090 - Train: 38.31% [479300/1251000] [383.1/1000.0] [batch_t 0.433 (0.405)] [data_t 0.015] [optim_t 0.417] [lr 0.002048] [CE 4.199 (4.220)] [KD 3.142 (3.197)] +2024-10-17 11:37:42,795 - Train: 38.32% [479350/1251000] [383.2/1000.0] [batch_t 0.401 (0.414)] [data_t 0.015] [optim_t 0.386] [lr 0.002048] [CE 4.314 (4.145)] [KD 3.129 (3.146)] +2024-10-17 11:38:03,545 - Train: 38.32% [479400/1251000] [383.2/1000.0] [batch_t 0.405 (0.415)] [data_t 0.016] [optim_t 0.390] [lr 0.002048] [CE 4.096 (4.163)] [KD 3.167 (3.146)] +2024-10-17 11:38:24,687 - Train: 38.33% [479450/1251000] [383.3/1000.0] [batch_t 0.423 (0.423)] [data_t 0.015] [optim_t 0.408] [lr 0.002048] [CE 4.154 (4.210)] [KD 3.250 (3.188)] +2024-10-17 11:38:45,902 - Train: 38.33% [479500/1251000] [383.3/1000.0] [batch_t 0.383 (0.424)] [data_t 0.015] [optim_t 0.368] [lr 0.002047] [CE 3.880 (4.231)] [KD 2.951 (3.155)] +2024-10-17 11:39:07,233 - Train: 38.33% [479550/1251000] [383.3/1000.0] [batch_t 0.424 (0.427)] [data_t 0.015] [optim_t 0.409] [lr 0.002047] [CE 4.097 (4.137)] [KD 3.079 (3.160)] +2024-10-17 11:39:29,297 - Train: 38.34% [479600/1251000] [383.4/1000.0] [batch_t 0.382 (0.441)] [data_t 0.015] [optim_t 0.367] [lr 0.002047] [CE 4.165 (4.211)] [KD 3.031 (3.166)] +2024-10-17 11:39:51,308 - Train: 38.34% [479650/1251000] [383.4/1000.0] [batch_t 0.464 (0.440)] [data_t 0.015] [optim_t 0.449] [lr 0.002047] [CE 3.861 (4.188)] [KD 3.033 (3.231)] +2024-10-17 11:40:13,240 - Train: 38.35% [479700/1251000] [383.5/1000.0] [batch_t 0.422 (0.438)] [data_t 0.015] [optim_t 0.407] [lr 0.002047] [CE 3.990 (4.182)] [KD 3.121 (3.158)] +2024-10-17 11:40:35,118 - Train: 38.35% [479750/1251000] [383.5/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.002046] [CE 3.180 (4.173)] [KD 2.766 (3.169)] +2024-10-17 11:40:56,651 - Train: 38.35% [479800/1251000] [383.5/1000.0] [batch_t 0.435 (0.431)] [data_t 0.015] [optim_t 0.420] [lr 0.002046] [CE 4.398 (4.307)] [KD 3.450 (3.265)] +2024-10-17 11:41:18,902 - Train: 38.36% [479850/1251000] [383.6/1000.0] [batch_t 0.430 (0.445)] [data_t 0.015] [optim_t 0.415] [lr 0.002046] [CE 4.269 (4.249)] [KD 3.317 (3.248)] +2024-10-17 11:41:41,103 - Train: 38.36% [479900/1251000] [383.6/1000.0] [batch_t 0.431 (0.444)] [data_t 0.016] [optim_t 0.416] [lr 0.002046] [CE 4.394 (4.215)] [KD 3.448 (3.237)] +2024-10-17 11:42:02,204 - Train: 38.37% [479950/1251000] [383.7/1000.0] [batch_t 0.443 (0.422)] [data_t 0.015] [optim_t 0.428] [lr 0.002046] [CE 4.098 (4.227)] [KD 2.952 (3.198)] +2024-10-17 11:42:24,304 - Train: 38.37% [480000/1251000] [383.7/1000.0] [batch_t 0.392 (0.442)] [data_t 0.015] [optim_t 0.377] [lr 0.002046] [CE 4.098 (4.201)] [KD 3.128 (3.206)] +2024-10-17 11:42:45,980 - Train: 38.37% [480050/1251000] [383.7/1000.0] [batch_t 0.529 (0.433)] [data_t 0.015] [optim_t 0.513] [lr 0.002045] [CE 3.660 (4.192)] [KD 2.844 (3.185)] +2024-10-17 11:43:07,951 - Train: 38.38% [480100/1251000] [383.8/1000.0] [batch_t 0.421 (0.439)] [data_t 0.015] [optim_t 0.406] [lr 0.002045] [CE 4.439 (4.182)] [KD 3.283 (3.222)] +2024-10-17 11:43:29,483 - Train: 38.38% [480150/1251000] [383.8/1000.0] [batch_t 0.400 (0.431)] [data_t 0.015] [optim_t 0.385] [lr 0.002045] [CE 4.168 (4.258)] [KD 3.477 (3.253)] +2024-10-17 11:43:50,289 - Train: 38.39% [480200/1251000] [383.9/1000.0] [batch_t 0.455 (0.416)] [data_t 0.015] [optim_t 0.439] [lr 0.002045] [CE 3.885 (4.185)] [KD 2.974 (3.231)] +2024-10-17 11:44:12,329 - Train: 38.39% [480250/1251000] [383.9/1000.0] [batch_t 0.430 (0.441)] [data_t 0.015] [optim_t 0.415] [lr 0.002045] [CE 4.488 (4.201)] [KD 3.530 (3.276)] +2024-10-17 11:44:33,731 - Train: 38.39% [480300/1251000] [383.9/1000.0] [batch_t 0.429 (0.428)] [data_t 0.016] [optim_t 0.413] [lr 0.002045] [CE 4.698 (4.237)] [KD 3.605 (3.275)] +2024-10-17 11:44:55,751 - Train: 38.40% [480350/1251000] [384.0/1000.0] [batch_t 0.468 (0.440)] [data_t 0.016] [optim_t 0.453] [lr 0.002044] [CE 4.171 (4.269)] [KD 3.123 (3.228)] +2024-10-17 11:45:31,251 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.437)] [top1_cnt 38238] [top5_cnt 46756] [top_all 50000] +2024-10-17 11:45:31,251 - net: 76.476 (93.512) +2024-10-17 11:45:52,979 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40208] [top5_cnt 47603] [top_all 50000] +2024-10-17 11:45:52,980 - net_E: 80.416 (95.206) +2024-10-17 11:45:53,124 - Max [top1: 76.612 (epoch: 382)] [top1-ema: 80.428 (epoch: 383)] +2024-10-17 11:45:53,124 - ==> Total time: 2 days, 12:04:01 Eta: 4 days, 0:21:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 11:46:05,433 - Train: 38.40% [480400/1251000] [384.0/1000.0] [batch_t 0.363 (0.691)] [data_t 0.015] [optim_t 0.348] [lr 0.002044] [CE 4.014 (4.176)] [KD 3.124 (3.164)] +2024-10-17 11:46:25,901 - Train: 38.41% [480450/1251000] [384.1/1000.0] [batch_t 0.424 (0.409)] [data_t 0.015] [optim_t 0.409] [lr 0.002044] [CE 4.041 (4.281)] [KD 3.065 (3.258)] +2024-10-17 11:46:48,130 - Train: 38.41% [480500/1251000] [384.1/1000.0] [batch_t 0.431 (0.444)] [data_t 0.015] [optim_t 0.416] [lr 0.002044] [CE 4.296 (4.156)] [KD 3.133 (3.186)] +2024-10-17 11:47:09,252 - Train: 38.41% [480550/1251000] [384.1/1000.0] [batch_t 0.421 (0.422)] [data_t 0.015] [optim_t 0.406] [lr 0.002044] [CE 4.204 (4.159)] [KD 3.277 (3.230)] +2024-10-17 11:47:30,418 - Train: 38.42% [480600/1251000] [384.2/1000.0] [batch_t 0.451 (0.423)] [data_t 0.015] [optim_t 0.435] [lr 0.002044] [CE 4.128 (4.174)] [KD 3.457 (3.154)] +2024-10-17 11:47:51,950 - Train: 38.42% [480650/1251000] [384.2/1000.0] [batch_t 0.362 (0.431)] [data_t 0.015] [optim_t 0.347] [lr 0.002043] [CE 3.779 (4.145)] [KD 2.962 (3.129)] +2024-10-17 11:48:13,116 - Train: 38.43% [480700/1251000] [384.3/1000.0] [batch_t 0.473 (0.423)] [data_t 0.015] [optim_t 0.458] [lr 0.002043] [CE 3.767 (4.138)] [KD 2.920 (3.151)] +2024-10-17 11:48:34,734 - Train: 38.43% [480750/1251000] [384.3/1000.0] [batch_t 0.437 (0.432)] [data_t 0.015] [optim_t 0.422] [lr 0.002043] [CE 4.562 (4.231)] [KD 3.401 (3.267)] +2024-10-17 11:48:56,299 - Train: 38.43% [480800/1251000] [384.3/1000.0] [batch_t 0.396 (0.431)] [data_t 0.015] [optim_t 0.381] [lr 0.002043] [CE 3.788 (4.216)] [KD 2.947 (3.220)] +2024-10-17 11:49:17,846 - Train: 38.44% [480850/1251000] [384.4/1000.0] [batch_t 0.390 (0.431)] [data_t 0.015] [optim_t 0.375] [lr 0.002043] [CE 4.220 (4.115)] [KD 3.207 (3.165)] +2024-10-17 11:49:39,484 - Train: 38.44% [480900/1251000] [384.4/1000.0] [batch_t 0.502 (0.433)] [data_t 0.015] [optim_t 0.487] [lr 0.002042] [CE 4.429 (4.277)] [KD 3.203 (3.251)] +2024-10-17 11:50:01,224 - Train: 38.45% [480950/1251000] [384.5/1000.0] [batch_t 0.459 (0.435)] [data_t 0.015] [optim_t 0.444] [lr 0.002042] [CE 4.213 (4.121)] [KD 3.032 (3.143)] +2024-10-17 11:50:23,090 - Train: 38.45% [481000/1251000] [384.5/1000.0] [batch_t 0.434 (0.437)] [data_t 0.015] [optim_t 0.419] [lr 0.002042] [CE 4.497 (4.239)] [KD 3.290 (3.217)] +2024-10-17 11:50:44,961 - Train: 38.45% [481050/1251000] [384.5/1000.0] [batch_t 0.416 (0.437)] [data_t 0.015] [optim_t 0.400] [lr 0.002042] [CE 4.349 (4.240)] [KD 3.286 (3.218)] +2024-10-17 11:51:06,810 - Train: 38.46% [481100/1251000] [384.6/1000.0] [batch_t 0.418 (0.437)] [data_t 0.015] [optim_t 0.403] [lr 0.002042] [CE 4.185 (4.244)] [KD 3.311 (3.257)] +2024-10-17 11:51:28,612 - Train: 38.46% [481150/1251000] [384.6/1000.0] [batch_t 0.460 (0.436)] [data_t 0.015] [optim_t 0.445] [lr 0.002042] [CE 4.108 (4.134)] [KD 3.206 (3.145)] +2024-10-17 11:51:50,881 - Train: 38.47% [481200/1251000] [384.7/1000.0] [batch_t 0.395 (0.445)] [data_t 0.015] [optim_t 0.380] [lr 0.002041] [CE 4.451 (4.208)] [KD 3.377 (3.236)] +2024-10-17 11:52:13,118 - Train: 38.47% [481250/1251000] [384.7/1000.0] [batch_t 0.362 (0.445)] [data_t 0.016] [optim_t 0.346] [lr 0.002041] [CE 4.125 (4.154)] [KD 3.481 (3.210)] +2024-10-17 11:52:35,052 - Train: 38.47% [481300/1251000] [384.7/1000.0] [batch_t 0.447 (0.439)] [data_t 0.015] [optim_t 0.432] [lr 0.002041] [CE 4.591 (4.155)] [KD 3.375 (3.183)] +2024-10-17 11:52:57,163 - Train: 38.48% [481350/1251000] [384.8/1000.0] [batch_t 0.506 (0.442)] [data_t 0.015] [optim_t 0.490] [lr 0.002041] [CE 4.347 (4.203)] [KD 3.322 (3.217)] +2024-10-17 11:53:19,240 - Train: 38.48% [481400/1251000] [384.8/1000.0] [batch_t 0.505 (0.441)] [data_t 0.015] [optim_t 0.490] [lr 0.002041] [CE 4.566 (4.260)] [KD 3.261 (3.240)] +2024-10-17 11:53:40,613 - Train: 38.49% [481450/1251000] [384.9/1000.0] [batch_t 0.386 (0.427)] [data_t 0.015] [optim_t 0.371] [lr 0.002041] [CE 3.777 (4.151)] [KD 3.015 (3.183)] +2024-10-17 11:54:02,043 - Train: 38.49% [481500/1251000] [384.9/1000.0] [batch_t 0.451 (0.428)] [data_t 0.016] [optim_t 0.436] [lr 0.002040] [CE 4.552 (4.155)] [KD 3.222 (3.231)] +2024-10-17 11:54:24,346 - Train: 38.49% [481550/1251000] [384.9/1000.0] [batch_t 0.495 (0.446)] [data_t 0.015] [optim_t 0.479] [lr 0.002040] [CE 3.855 (4.172)] [KD 3.004 (3.179)] +2024-10-17 11:54:46,520 - Train: 38.50% [481600/1251000] [385.0/1000.0] [batch_t 0.458 (0.443)] [data_t 0.015] [optim_t 0.443] [lr 0.002040] [CE 3.784 (4.245)] [KD 2.945 (3.243)] +2024-10-17 11:55:23,290 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.444)] [top1_cnt 37885] [top5_cnt 46529] [top_all 50000] +2024-10-17 11:55:23,290 - net: 75.770 (93.058) +2024-10-17 11:55:45,066 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 40220] [top5_cnt 47629] [top_all 50000] +2024-10-17 11:55:45,066 - net_E: 80.440 (95.258) +2024-10-17 11:55:45,206 - Max [top1: 76.612 (epoch: 382)] [top1-ema: 80.440 (epoch: 385)] +2024-10-17 11:55:45,206 - ==> Total time: 2 days, 12:13:53 Eta: 4 days, 0:12:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 11:55:58,349 - Train: 38.50% [481650/1251000] [385.0/1000.0] [batch_t 0.358 (0.496)] [data_t 0.015] [optim_t 0.343] [lr 0.002040] [CE 4.269 (4.152)] [KD 3.352 (3.218)] +2024-10-17 11:56:17,749 - Train: 38.51% [481700/1251000] [385.1/1000.0] [batch_t 0.470 (0.388)] [data_t 0.015] [optim_t 0.455] [lr 0.002040] [CE 3.963 (4.187)] [KD 3.084 (3.188)] +2024-10-17 11:56:39,021 - Train: 38.51% [481750/1251000] [385.1/1000.0] [batch_t 0.412 (0.425)] [data_t 0.015] [optim_t 0.396] [lr 0.002040] [CE 4.454 (4.227)] [KD 3.327 (3.205)] +2024-10-17 11:57:00,138 - Train: 38.51% [481800/1251000] [385.1/1000.0] [batch_t 0.366 (0.422)] [data_t 0.015] [optim_t 0.350] [lr 0.002039] [CE 4.290 (4.146)] [KD 3.167 (3.163)] +2024-10-17 11:57:21,580 - Train: 38.52% [481850/1251000] [385.2/1000.0] [batch_t 0.438 (0.429)] [data_t 0.015] [optim_t 0.423] [lr 0.002039] [CE 4.228 (4.234)] [KD 3.215 (3.188)] +2024-10-17 11:57:43,294 - Train: 38.52% [481900/1251000] [385.2/1000.0] [batch_t 0.432 (0.434)] [data_t 0.015] [optim_t 0.417] [lr 0.002039] [CE 4.555 (4.233)] [KD 3.314 (3.238)] +2024-10-17 11:58:05,164 - Train: 38.53% [481950/1251000] [385.3/1000.0] [batch_t 0.405 (0.437)] [data_t 0.015] [optim_t 0.389] [lr 0.002039] [CE 4.479 (4.262)] [KD 3.473 (3.238)] +2024-10-17 11:58:26,090 - Train: 38.53% [482000/1251000] [385.3/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.348] [lr 0.002039] [CE 4.108 (4.273)] [KD 3.152 (3.230)] +2024-10-17 11:58:47,290 - Train: 38.53% [482050/1251000] [385.3/1000.0] [batch_t 0.441 (0.424)] [data_t 0.015] [optim_t 0.426] [lr 0.002038] [CE 3.690 (4.212)] [KD 2.951 (3.163)] +2024-10-17 11:59:08,167 - Train: 38.54% [482100/1251000] [385.4/1000.0] [batch_t 0.404 (0.417)] [data_t 0.015] [optim_t 0.389] [lr 0.002038] [CE 4.321 (4.177)] [KD 3.382 (3.175)] +2024-10-17 11:59:29,061 - Train: 38.54% [482150/1251000] [385.4/1000.0] [batch_t 0.410 (0.418)] [data_t 0.015] [optim_t 0.394] [lr 0.002038] [CE 4.153 (4.220)] [KD 3.190 (3.213)] +2024-10-17 11:59:50,287 - Train: 38.55% [482200/1251000] [385.5/1000.0] [batch_t 0.391 (0.424)] [data_t 0.015] [optim_t 0.375] [lr 0.002038] [CE 4.397 (4.209)] [KD 3.273 (3.229)] +2024-10-17 12:00:11,486 - Train: 38.55% [482250/1251000] [385.5/1000.0] [batch_t 0.407 (0.424)] [data_t 0.015] [optim_t 0.391] [lr 0.002038] [CE 4.728 (4.247)] [KD 3.585 (3.219)] +2024-10-17 12:00:33,516 - Train: 38.55% [482300/1251000] [385.5/1000.0] [batch_t 0.432 (0.441)] [data_t 0.016] [optim_t 0.416] [lr 0.002038] [CE 3.969 (4.193)] [KD 3.153 (3.199)] +2024-10-17 12:00:55,114 - Train: 38.56% [482350/1251000] [385.6/1000.0] [batch_t 0.363 (0.432)] [data_t 0.016] [optim_t 0.347] [lr 0.002037] [CE 4.030 (4.168)] [KD 3.056 (3.173)] +2024-10-17 12:01:16,306 - Train: 38.56% [482400/1251000] [385.6/1000.0] [batch_t 0.384 (0.424)] [data_t 0.015] [optim_t 0.369] [lr 0.002037] [CE 4.371 (4.181)] [KD 3.431 (3.160)] +2024-10-17 12:01:37,879 - Train: 38.57% [482450/1251000] [385.7/1000.0] [batch_t 0.358 (0.431)] [data_t 0.015] [optim_t 0.343] [lr 0.002037] [CE 3.436 (4.132)] [KD 2.857 (3.180)] +2024-10-17 12:01:59,656 - Train: 38.57% [482500/1251000] [385.7/1000.0] [batch_t 0.387 (0.435)] [data_t 0.015] [optim_t 0.372] [lr 0.002037] [CE 4.112 (4.255)] [KD 3.268 (3.327)] +2024-10-17 12:02:20,990 - Train: 38.57% [482550/1251000] [385.7/1000.0] [batch_t 0.439 (0.427)] [data_t 0.015] [optim_t 0.424] [lr 0.002037] [CE 4.378 (4.237)] [KD 3.193 (3.162)] +2024-10-17 12:02:42,109 - Train: 38.58% [482600/1251000] [385.8/1000.0] [batch_t 0.466 (0.422)] [data_t 0.015] [optim_t 0.450] [lr 0.002037] [CE 4.171 (4.202)] [KD 3.102 (3.189)] +2024-10-17 12:03:03,355 - Train: 38.58% [482650/1251000] [385.8/1000.0] [batch_t 0.479 (0.425)] [data_t 0.015] [optim_t 0.464] [lr 0.002036] [CE 3.944 (4.133)] [KD 2.828 (3.172)] +2024-10-17 12:03:25,322 - Train: 38.59% [482700/1251000] [385.9/1000.0] [batch_t 0.540 (0.439)] [data_t 0.015] [optim_t 0.525] [lr 0.002036] [CE 4.482 (4.223)] [KD 3.256 (3.218)] +2024-10-17 12:03:47,270 - Train: 38.59% [482750/1251000] [385.9/1000.0] [batch_t 0.369 (0.439)] [data_t 0.015] [optim_t 0.354] [lr 0.002036] [CE 4.006 (4.131)] [KD 3.069 (3.188)] +2024-10-17 12:04:09,153 - Train: 38.59% [482800/1251000] [385.9/1000.0] [batch_t 0.390 (0.438)] [data_t 0.015] [optim_t 0.375] [lr 0.002036] [CE 4.136 (4.126)] [KD 3.086 (3.206)] +2024-10-17 12:04:31,316 - Train: 38.60% [482850/1251000] [386.0/1000.0] [batch_t 0.486 (0.443)] [data_t 0.015] [optim_t 0.470] [lr 0.002036] [CE 4.424 (4.206)] [KD 3.395 (3.222)] +2024-10-17 12:05:07,659 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 38078] [top5_cnt 46678] [top_all 50000] +2024-10-17 12:05:07,659 - net: 76.156 (93.356) +2024-10-17 12:05:28,680 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 40208] [top5_cnt 47658] [top_all 50000] +2024-10-17 12:05:28,681 - net_E: 80.416 (95.316) +2024-10-17 12:05:28,818 - Max [top1: 76.612 (epoch: 382)] [top1-ema: 80.440 (epoch: 385)] +2024-10-17 12:05:28,818 - ==> Total time: 2 days, 12:23:37 Eta: 4 days, 0:04:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 12:05:40,656 - Train: 38.60% [482900/1251000] [386.0/1000.0] [batch_t 0.359 (0.748)] [data_t 0.015] [optim_t 0.343] [lr 0.002035] [CE 3.901 (4.114)] [KD 3.124 (3.184)] +2024-10-17 12:06:00,506 - Train: 38.61% [482950/1251000] [386.1/1000.0] [batch_t 0.391 (0.397)] [data_t 0.016] [optim_t 0.376] [lr 0.002035] [CE 4.346 (4.269)] [KD 3.262 (3.215)] +2024-10-17 12:06:23,086 - Train: 38.61% [483000/1251000] [386.1/1000.0] [batch_t 0.576 (0.452)] [data_t 0.015] [optim_t 0.560] [lr 0.002035] [CE 4.369 (4.167)] [KD 3.269 (3.169)] +2024-10-17 12:06:45,054 - Train: 38.61% [483050/1251000] [386.1/1000.0] [batch_t 0.467 (0.439)] [data_t 0.016] [optim_t 0.451] [lr 0.002035] [CE 4.078 (4.217)] [KD 3.088 (3.213)] +2024-10-17 12:07:06,505 - Train: 38.62% [483100/1251000] [386.2/1000.0] [batch_t 0.397 (0.429)] [data_t 0.015] [optim_t 0.381] [lr 0.002035] [CE 4.730 (4.192)] [KD 3.477 (3.155)] +2024-10-17 12:07:27,890 - Train: 38.62% [483150/1251000] [386.2/1000.0] [batch_t 0.372 (0.428)] [data_t 0.015] [optim_t 0.356] [lr 0.002035] [CE 3.853 (4.157)] [KD 2.935 (3.186)] +2024-10-17 12:07:49,368 - Train: 38.63% [483200/1251000] [386.3/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.344] [lr 0.002034] [CE 4.112 (4.150)] [KD 3.053 (3.195)] +2024-10-17 12:08:10,742 - Train: 38.63% [483250/1251000] [386.3/1000.0] [batch_t 0.436 (0.427)] [data_t 0.015] [optim_t 0.420] [lr 0.002034] [CE 4.065 (4.240)] [KD 3.070 (3.216)] +2024-10-17 12:08:32,105 - Train: 38.63% [483300/1251000] [386.3/1000.0] [batch_t 0.400 (0.427)] [data_t 0.015] [optim_t 0.385] [lr 0.002034] [CE 4.108 (4.197)] [KD 3.183 (3.231)] +2024-10-17 12:08:53,746 - Train: 38.64% [483350/1251000] [386.4/1000.0] [batch_t 0.415 (0.433)] [data_t 0.015] [optim_t 0.399] [lr 0.002034] [CE 4.127 (4.244)] [KD 2.893 (3.276)] +2024-10-17 12:09:15,085 - Train: 38.64% [483400/1251000] [386.4/1000.0] [batch_t 0.441 (0.427)] [data_t 0.015] [optim_t 0.426] [lr 0.002034] [CE 4.148 (4.203)] [KD 3.246 (3.225)] +2024-10-17 12:09:36,135 - Train: 38.65% [483450/1251000] [386.5/1000.0] [batch_t 0.431 (0.421)] [data_t 0.015] [optim_t 0.416] [lr 0.002034] [CE 3.800 (4.186)] [KD 2.929 (3.176)] +2024-10-17 12:09:57,700 - Train: 38.65% [483500/1251000] [386.5/1000.0] [batch_t 0.505 (0.431)] [data_t 0.015] [optim_t 0.489] [lr 0.002033] [CE 4.439 (4.210)] [KD 3.443 (3.252)] +2024-10-17 12:10:19,439 - Train: 38.65% [483550/1251000] [386.5/1000.0] [batch_t 0.389 (0.435)] [data_t 0.015] [optim_t 0.374] [lr 0.002033] [CE 4.546 (4.261)] [KD 3.433 (3.262)] +2024-10-17 12:10:41,477 - Train: 38.66% [483600/1251000] [386.6/1000.0] [batch_t 0.465 (0.441)] [data_t 0.015] [optim_t 0.450] [lr 0.002033] [CE 4.318 (4.155)] [KD 3.139 (3.156)] +2024-10-17 12:11:03,198 - Train: 38.66% [483650/1251000] [386.6/1000.0] [batch_t 0.449 (0.434)] [data_t 0.015] [optim_t 0.434] [lr 0.002033] [CE 4.287 (4.202)] [KD 3.142 (3.181)] +2024-10-17 12:11:25,299 - Train: 38.67% [483700/1251000] [386.7/1000.0] [batch_t 0.423 (0.442)] [data_t 0.016] [optim_t 0.408] [lr 0.002033] [CE 4.118 (4.156)] [KD 3.192 (3.176)] +2024-10-17 12:11:47,050 - Train: 38.67% [483750/1251000] [386.7/1000.0] [batch_t 0.362 (0.435)] [data_t 0.015] [optim_t 0.347] [lr 0.002033] [CE 4.245 (4.202)] [KD 3.133 (3.202)] +2024-10-17 12:12:08,233 - Train: 38.67% [483800/1251000] [386.7/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.002032] [CE 4.080 (4.195)] [KD 3.078 (3.187)] +2024-10-17 12:12:29,352 - Train: 38.68% [483850/1251000] [386.8/1000.0] [batch_t 0.484 (0.422)] [data_t 0.016] [optim_t 0.469] [lr 0.002032] [CE 3.452 (4.182)] [KD 2.965 (3.196)] +2024-10-17 12:12:50,391 - Train: 38.68% [483900/1251000] [386.8/1000.0] [batch_t 0.370 (0.421)] [data_t 0.015] [optim_t 0.354] [lr 0.002032] [CE 4.053 (4.255)] [KD 3.165 (3.226)] +2024-10-17 12:13:11,988 - Train: 38.69% [483950/1251000] [386.9/1000.0] [batch_t 0.666 (0.432)] [data_t 0.015] [optim_t 0.651] [lr 0.002032] [CE 4.530 (4.196)] [KD 3.385 (3.202)] +2024-10-17 12:13:32,865 - Train: 38.69% [484000/1251000] [386.9/1000.0] [batch_t 0.468 (0.417)] [data_t 0.015] [optim_t 0.453] [lr 0.002032] [CE 3.993 (4.131)] [KD 3.062 (3.170)] +2024-10-17 12:13:53,661 - Train: 38.69% [484050/1251000] [386.9/1000.0] [batch_t 0.478 (0.416)] [data_t 0.015] [optim_t 0.463] [lr 0.002031] [CE 4.425 (4.142)] [KD 3.412 (3.216)] +2024-10-17 12:14:14,859 - Train: 38.70% [484100/1251000] [387.0/1000.0] [batch_t 0.421 (0.424)] [data_t 0.015] [optim_t 0.406] [lr 0.002031] [CE 3.830 (4.222)] [KD 3.068 (3.242)] +2024-10-17 12:14:50,455 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 38011] [top5_cnt 46641] [top_all 50000] +2024-10-17 12:14:50,456 - net: 76.022 (93.282) +2024-10-17 12:15:11,281 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 40169] [top5_cnt 47650] [top_all 50000] +2024-10-17 12:15:11,282 - net_E: 80.338 (95.300) +2024-10-17 12:15:11,450 - Max [top1: 76.612 (epoch: 382)] [top1-ema: 80.440 (epoch: 385)] +2024-10-17 12:15:11,451 - ==> Total time: 2 days, 12:33:20 Eta: 3 days, 23:55:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 12:15:22,641 - Train: 38.70% [484150/1251000] [387.0/1000.0] [batch_t 0.358 (0.751)] [data_t 0.015] [optim_t 0.343] [lr 0.002031] [CE 4.389 (4.113)] [KD 3.321 (3.139)] +2024-10-17 12:15:43,011 - Train: 38.71% [484200/1251000] [387.1/1000.0] [batch_t 0.385 (0.407)] [data_t 0.015] [optim_t 0.370] [lr 0.002031] [CE 4.423 (4.223)] [KD 3.240 (3.181)] +2024-10-17 12:16:05,165 - Train: 38.71% [484250/1251000] [387.1/1000.0] [batch_t 0.437 (0.443)] [data_t 0.015] [optim_t 0.422] [lr 0.002031] [CE 4.537 (4.206)] [KD 3.461 (3.156)] +2024-10-17 12:16:27,066 - Train: 38.71% [484300/1251000] [387.1/1000.0] [batch_t 0.469 (0.438)] [data_t 0.015] [optim_t 0.453] [lr 0.002031] [CE 3.468 (4.220)] [KD 2.864 (3.183)] +2024-10-17 12:16:49,186 - Train: 38.72% [484350/1251000] [387.2/1000.0] [batch_t 0.566 (0.442)] [data_t 0.015] [optim_t 0.550] [lr 0.002030] [CE 4.165 (4.142)] [KD 3.162 (3.156)] +2024-10-17 12:17:11,037 - Train: 38.72% [484400/1251000] [387.2/1000.0] [batch_t 0.441 (0.437)] [data_t 0.015] [optim_t 0.425] [lr 0.002030] [CE 4.640 (4.187)] [KD 3.510 (3.184)] +2024-10-17 12:17:32,448 - Train: 38.73% [484450/1251000] [387.3/1000.0] [batch_t 0.399 (0.428)] [data_t 0.015] [optim_t 0.383] [lr 0.002030] [CE 3.874 (4.127)] [KD 3.063 (3.214)] +2024-10-17 12:17:52,502 - Train: 38.73% [484500/1251000] [387.3/1000.0] [batch_t 0.413 (0.401)] [data_t 0.015] [optim_t 0.397] [lr 0.002030] [CE 4.325 (4.217)] [KD 3.353 (3.219)] +2024-10-17 12:18:13,150 - Train: 38.73% [484550/1251000] [387.3/1000.0] [batch_t 0.405 (0.413)] [data_t 0.015] [optim_t 0.389] [lr 0.002030] [CE 4.078 (4.205)] [KD 3.187 (3.202)] +2024-10-17 12:18:34,267 - Train: 38.74% [484600/1251000] [387.4/1000.0] [batch_t 0.476 (0.422)] [data_t 0.016] [optim_t 0.460] [lr 0.002030] [CE 4.463 (4.171)] [KD 3.354 (3.161)] +2024-10-17 12:18:55,123 - Train: 38.74% [484650/1251000] [387.4/1000.0] [batch_t 0.422 (0.417)] [data_t 0.015] [optim_t 0.407] [lr 0.002029] [CE 4.351 (4.208)] [KD 3.518 (3.175)] +2024-10-17 12:19:15,949 - Train: 38.75% [484700/1251000] [387.5/1000.0] [batch_t 0.467 (0.416)] [data_t 0.015] [optim_t 0.452] [lr 0.002029] [CE 4.349 (4.156)] [KD 3.264 (3.201)] +2024-10-17 12:19:36,884 - Train: 38.75% [484750/1251000] [387.5/1000.0] [batch_t 0.397 (0.419)] [data_t 0.015] [optim_t 0.381] [lr 0.002029] [CE 4.483 (4.209)] [KD 3.241 (3.178)] +2024-10-17 12:19:58,331 - Train: 38.75% [484800/1251000] [387.5/1000.0] [batch_t 0.368 (0.429)] [data_t 0.016] [optim_t 0.352] [lr 0.002029] [CE 4.210 (4.192)] [KD 3.243 (3.209)] +2024-10-17 12:20:19,364 - Train: 38.76% [484850/1251000] [387.6/1000.0] [batch_t 0.359 (0.421)] [data_t 0.016] [optim_t 0.343] [lr 0.002029] [CE 4.348 (4.233)] [KD 3.009 (3.176)] +2024-10-17 12:20:41,050 - Train: 38.76% [484900/1251000] [387.6/1000.0] [batch_t 0.386 (0.434)] [data_t 0.015] [optim_t 0.370] [lr 0.002029] [CE 3.722 (4.178)] [KD 3.004 (3.208)] +2024-10-17 12:21:02,383 - Train: 38.76% [484950/1251000] [387.6/1000.0] [batch_t 0.455 (0.427)] [data_t 0.015] [optim_t 0.439] [lr 0.002028] [CE 4.259 (4.231)] [KD 3.258 (3.208)] +2024-10-17 12:21:24,458 - Train: 38.77% [485000/1251000] [387.7/1000.0] [batch_t 0.521 (0.441)] [data_t 0.015] [optim_t 0.505] [lr 0.002028] [CE 3.916 (4.183)] [KD 3.028 (3.251)] +2024-10-17 12:21:45,728 - Train: 38.77% [485050/1251000] [387.7/1000.0] [batch_t 0.405 (0.425)] [data_t 0.015] [optim_t 0.390] [lr 0.002028] [CE 3.909 (4.153)] [KD 3.021 (3.154)] +2024-10-17 12:22:07,807 - Train: 38.78% [485100/1251000] [387.8/1000.0] [batch_t 0.464 (0.441)] [data_t 0.016] [optim_t 0.449] [lr 0.002028] [CE 4.381 (4.211)] [KD 3.248 (3.203)] +2024-10-17 12:22:29,265 - Train: 38.78% [485150/1251000] [387.8/1000.0] [batch_t 0.438 (0.429)] [data_t 0.015] [optim_t 0.423] [lr 0.002028] [CE 4.051 (4.266)] [KD 3.052 (3.223)] +2024-10-17 12:22:51,221 - Train: 38.78% [485200/1251000] [387.8/1000.0] [batch_t 0.364 (0.439)] [data_t 0.015] [optim_t 0.349] [lr 0.002027] [CE 3.819 (4.177)] [KD 3.054 (3.205)] +2024-10-17 12:23:12,220 - Train: 38.79% [485250/1251000] [387.9/1000.0] [batch_t 0.417 (0.420)] [data_t 0.015] [optim_t 0.402] [lr 0.002027] [CE 4.290 (4.181)] [KD 3.232 (3.196)] +2024-10-17 12:23:34,098 - Train: 38.79% [485300/1251000] [387.9/1000.0] [batch_t 0.839 (0.437)] [data_t 0.015] [optim_t 0.824] [lr 0.002027] [CE 4.401 (4.281)] [KD 3.454 (3.256)] +2024-10-17 12:23:55,235 - Train: 38.80% [485350/1251000] [388.0/1000.0] [batch_t 0.462 (0.423)] [data_t 0.015] [optim_t 0.447] [lr 0.002027] [CE 4.012 (4.305)] [KD 3.307 (3.292)] +2024-10-17 12:24:32,832 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 37897] [top5_cnt 46666] [top_all 50000] +2024-10-17 12:24:32,833 - net: 75.794 (93.332) +2024-10-17 12:24:54,934 - Test (net_E): 100.00% [50/50] [batch_t 0.151 (0.435)] [top1_cnt 40164] [top5_cnt 47653] [top_all 50000] +2024-10-17 12:24:54,934 - net_E: 80.328 (95.306) +2024-10-17 12:24:55,107 - Max [top1: 76.612 (epoch: 382)] [top1-ema: 80.440 (epoch: 385)] +2024-10-17 12:24:55,108 - ==> Total time: 2 days, 12:43:03 Eta: 3 days, 23:46:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 12:25:06,155 - Train: 38.80% [485400/1251000] [388.0/1000.0] [batch_t 0.367 (0.804)] [data_t 0.016] [optim_t 0.351] [lr 0.002027] [CE 4.485 (4.219)] [KD 3.321 (3.152)] +2024-10-17 12:25:25,823 - Train: 38.80% [485450/1251000] [388.0/1000.0] [batch_t 0.396 (0.393)] [data_t 0.050] [optim_t 0.345] [lr 0.002027] [CE 3.976 (4.180)] [KD 3.268 (3.134)] +2024-10-17 12:25:46,521 - Train: 38.81% [485500/1251000] [388.1/1000.0] [batch_t 0.394 (0.414)] [data_t 0.015] [optim_t 0.378] [lr 0.002026] [CE 4.485 (4.283)] [KD 3.244 (3.202)] +2024-10-17 12:26:07,790 - Train: 38.81% [485550/1251000] [388.1/1000.0] [batch_t 0.439 (0.425)] [data_t 0.015] [optim_t 0.424] [lr 0.002026] [CE 4.358 (4.233)] [KD 3.238 (3.179)] +2024-10-17 12:26:29,879 - Train: 38.82% [485600/1251000] [388.2/1000.0] [batch_t 0.833 (0.442)] [data_t 0.016] [optim_t 0.817] [lr 0.002026] [CE 4.173 (4.204)] [KD 3.338 (3.187)] +2024-10-17 12:26:50,881 - Train: 38.82% [485650/1251000] [388.2/1000.0] [batch_t 0.490 (0.420)] [data_t 0.015] [optim_t 0.474] [lr 0.002026] [CE 3.703 (4.188)] [KD 2.911 (3.207)] +2024-10-17 12:27:12,890 - Train: 38.82% [485700/1251000] [388.2/1000.0] [batch_t 0.524 (0.440)] [data_t 0.015] [optim_t 0.509] [lr 0.002026] [CE 4.650 (4.210)] [KD 3.407 (3.233)] +2024-10-17 12:27:34,250 - Train: 38.83% [485750/1251000] [388.3/1000.0] [batch_t 0.473 (0.427)] [data_t 0.015] [optim_t 0.458] [lr 0.002026] [CE 3.903 (4.145)] [KD 2.920 (3.201)] +2024-10-17 12:27:55,833 - Train: 38.83% [485800/1251000] [388.3/1000.0] [batch_t 0.463 (0.432)] [data_t 0.015] [optim_t 0.448] [lr 0.002025] [CE 3.892 (4.132)] [KD 3.141 (3.171)] +2024-10-17 12:28:16,264 - Train: 38.84% [485850/1251000] [388.4/1000.0] [batch_t 0.366 (0.409)] [data_t 0.015] [optim_t 0.351] [lr 0.002025] [CE 4.304 (4.196)] [KD 3.279 (3.181)] +2024-10-17 12:28:37,080 - Train: 38.84% [485900/1251000] [388.4/1000.0] [batch_t 0.395 (0.416)] [data_t 0.015] [optim_t 0.380] [lr 0.002025] [CE 4.087 (4.219)] [KD 3.368 (3.235)] +2024-10-17 12:28:59,156 - Train: 38.84% [485950/1251000] [388.4/1000.0] [batch_t 0.414 (0.441)] [data_t 0.069] [optim_t 0.345] [lr 0.002025] [CE 4.211 (4.146)] [KD 3.404 (3.195)] +2024-10-17 12:29:21,286 - Train: 38.85% [486000/1251000] [388.5/1000.0] [batch_t 0.443 (0.442)] [data_t 0.094] [optim_t 0.349] [lr 0.002025] [CE 4.121 (4.217)] [KD 3.235 (3.151)] +2024-10-17 12:29:43,425 - Train: 38.85% [486050/1251000] [388.5/1000.0] [batch_t 0.447 (0.443)] [data_t 0.101] [optim_t 0.345] [lr 0.002024] [CE 4.232 (4.210)] [KD 3.334 (3.194)] +2024-10-17 12:30:05,422 - Train: 38.86% [486100/1251000] [388.6/1000.0] [batch_t 0.411 (0.440)] [data_t 0.067] [optim_t 0.345] [lr 0.002024] [CE 4.393 (4.163)] [KD 3.272 (3.165)] +2024-10-17 12:30:27,269 - Train: 38.86% [486150/1251000] [388.6/1000.0] [batch_t 0.440 (0.437)] [data_t 0.094] [optim_t 0.345] [lr 0.002024] [CE 4.406 (4.168)] [KD 3.380 (3.157)] +2024-10-17 12:30:49,262 - Train: 38.86% [486200/1251000] [388.6/1000.0] [batch_t 0.408 (0.440)] [data_t 0.063] [optim_t 0.345] [lr 0.002024] [CE 3.765 (4.167)] [KD 2.891 (3.141)] +2024-10-17 12:31:11,121 - Train: 38.87% [486250/1251000] [388.7/1000.0] [batch_t 0.454 (0.437)] [data_t 0.106] [optim_t 0.348] [lr 0.002024] [CE 3.992 (4.186)] [KD 2.931 (3.185)] +2024-10-17 12:31:32,454 - Train: 38.87% [486300/1251000] [388.7/1000.0] [batch_t 0.457 (0.427)] [data_t 0.114] [optim_t 0.344] [lr 0.002024] [CE 4.989 (4.264)] [KD 3.423 (3.167)] +2024-10-17 12:31:54,278 - Train: 38.88% [486350/1251000] [388.8/1000.0] [batch_t 0.435 (0.436)] [data_t 0.093] [optim_t 0.343] [lr 0.002023] [CE 4.017 (4.170)] [KD 3.220 (3.186)] +2024-10-17 12:32:15,923 - Train: 38.88% [486400/1251000] [388.8/1000.0] [batch_t 0.501 (0.433)] [data_t 0.015] [optim_t 0.485] [lr 0.002023] [CE 3.982 (4.152)] [KD 2.993 (3.173)] +2024-10-17 12:32:37,434 - Train: 38.88% [486450/1251000] [388.8/1000.0] [batch_t 0.445 (0.430)] [data_t 0.102] [optim_t 0.343] [lr 0.002023] [CE 4.336 (4.198)] [KD 3.508 (3.189)] +2024-10-17 12:32:58,708 - Train: 38.89% [486500/1251000] [388.9/1000.0] [batch_t 0.493 (0.425)] [data_t 0.148] [optim_t 0.345] [lr 0.002023] [CE 4.460 (4.178)] [KD 3.452 (3.204)] +2024-10-17 12:33:20,032 - Train: 38.89% [486550/1251000] [388.9/1000.0] [batch_t 0.424 (0.426)] [data_t 0.078] [optim_t 0.346] [lr 0.002023] [CE 4.259 (4.201)] [KD 3.173 (3.215)] +2024-10-17 12:33:41,278 - Train: 38.90% [486600/1251000] [389.0/1000.0] [batch_t 0.390 (0.425)] [data_t 0.047] [optim_t 0.343] [lr 0.002023] [CE 4.032 (4.185)] [KD 2.893 (3.199)] +2024-10-17 12:34:18,213 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.418)] [top1_cnt 38229] [top5_cnt 46789] [top_all 50000] +2024-10-17 12:34:18,214 - net: 76.458 (93.578) +2024-10-17 12:34:39,223 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 40202] [top5_cnt 47660] [top_all 50000] +2024-10-17 12:34:39,223 - net_E: 80.404 (95.320) +2024-10-17 12:34:39,389 - Max [top1: 76.612 (epoch: 382)] [top1-ema: 80.440 (epoch: 385)] +2024-10-17 12:34:39,390 - ==> Total time: 2 days, 12:52:48 Eta: 3 days, 23:37:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 12:34:50,126 - Train: 38.90% [486650/1251000] [389.0/1000.0] [batch_t 0.360 (0.853)] [data_t 0.015] [optim_t 0.344] [lr 0.002022] [CE 3.878 (4.298)] [KD 3.197 (3.275)] +2024-10-17 12:35:10,098 - Train: 38.90% [486700/1251000] [389.0/1000.0] [batch_t 0.393 (0.399)] [data_t 0.015] [optim_t 0.377] [lr 0.002022] [CE 3.833 (4.207)] [KD 2.760 (3.174)] +2024-10-17 12:35:32,137 - Train: 38.91% [486750/1251000] [389.1/1000.0] [batch_t 0.402 (0.441)] [data_t 0.015] [optim_t 0.387] [lr 0.002022] [CE 4.155 (4.204)] [KD 2.940 (3.186)] +2024-10-17 12:35:53,840 - Train: 38.91% [486800/1251000] [389.1/1000.0] [batch_t 0.381 (0.434)] [data_t 0.016] [optim_t 0.366] [lr 0.002022] [CE 4.073 (4.162)] [KD 3.010 (3.126)] +2024-10-17 12:36:14,930 - Train: 38.92% [486850/1251000] [389.2/1000.0] [batch_t 0.442 (0.422)] [data_t 0.015] [optim_t 0.427] [lr 0.002022] [CE 4.183 (4.184)] [KD 3.172 (3.172)] +2024-10-17 12:36:35,644 - Train: 38.92% [486900/1251000] [389.2/1000.0] [batch_t 0.371 (0.414)] [data_t 0.015] [optim_t 0.355] [lr 0.002022] [CE 4.113 (4.149)] [KD 3.322 (3.164)] +2024-10-17 12:36:55,384 - Train: 38.92% [486950/1251000] [389.2/1000.0] [batch_t 0.402 (0.395)] [data_t 0.015] [optim_t 0.387] [lr 0.002021] [CE 4.640 (4.119)] [KD 3.392 (3.183)] +2024-10-17 12:37:16,581 - Train: 38.93% [487000/1251000] [389.3/1000.0] [batch_t 0.481 (0.424)] [data_t 0.016] [optim_t 0.465] [lr 0.002021] [CE 4.172 (4.179)] [KD 2.948 (3.197)] +2024-10-17 12:37:38,289 - Train: 38.93% [487050/1251000] [389.3/1000.0] [batch_t 0.426 (0.434)] [data_t 0.015] [optim_t 0.411] [lr 0.002021] [CE 3.880 (4.172)] [KD 3.097 (3.139)] +2024-10-17 12:37:59,269 - Train: 38.94% [487100/1251000] [389.4/1000.0] [batch_t 0.388 (0.420)] [data_t 0.016] [optim_t 0.372] [lr 0.002021] [CE 4.083 (4.134)] [KD 3.164 (3.152)] +2024-10-17 12:38:20,389 - Train: 38.94% [487150/1251000] [389.4/1000.0] [batch_t 0.426 (0.422)] [data_t 0.015] [optim_t 0.410] [lr 0.002021] [CE 3.722 (4.188)] [KD 2.971 (3.208)] +2024-10-17 12:38:40,986 - Train: 38.94% [487200/1251000] [389.4/1000.0] [batch_t 0.402 (0.412)] [data_t 0.015] [optim_t 0.386] [lr 0.002020] [CE 4.683 (4.206)] [KD 3.632 (3.218)] +2024-10-17 12:39:01,744 - Train: 38.95% [487250/1251000] [389.5/1000.0] [batch_t 0.447 (0.415)] [data_t 0.015] [optim_t 0.432] [lr 0.002020] [CE 3.577 (4.221)] [KD 2.949 (3.214)] +2024-10-17 12:39:22,951 - Train: 38.95% [487300/1251000] [389.5/1000.0] [batch_t 0.365 (0.424)] [data_t 0.016] [optim_t 0.350] [lr 0.002020] [CE 4.446 (4.204)] [KD 3.392 (3.207)] +2024-10-17 12:39:43,392 - Train: 38.96% [487350/1251000] [389.6/1000.0] [batch_t 0.372 (0.409)] [data_t 0.015] [optim_t 0.357] [lr 0.002020] [CE 3.836 (4.144)] [KD 3.301 (3.200)] +2024-10-17 12:40:05,001 - Train: 38.96% [487400/1251000] [389.6/1000.0] [batch_t 0.431 (0.432)] [data_t 0.015] [optim_t 0.416] [lr 0.002020] [CE 4.654 (4.181)] [KD 3.246 (3.167)] +2024-10-17 12:40:25,722 - Train: 38.96% [487450/1251000] [389.6/1000.0] [batch_t 0.465 (0.414)] [data_t 0.016] [optim_t 0.450] [lr 0.002020] [CE 4.675 (4.185)] [KD 3.443 (3.183)] +2024-10-17 12:40:46,351 - Train: 38.97% [487500/1251000] [389.7/1000.0] [batch_t 0.364 (0.412)] [data_t 0.015] [optim_t 0.349] [lr 0.002019] [CE 4.324 (4.167)] [KD 3.164 (3.176)] +2024-10-17 12:41:07,289 - Train: 38.97% [487550/1251000] [389.7/1000.0] [batch_t 0.388 (0.419)] [data_t 0.016] [optim_t 0.372] [lr 0.002019] [CE 3.781 (4.175)] [KD 3.090 (3.197)] +2024-10-17 12:41:28,281 - Train: 38.98% [487600/1251000] [389.8/1000.0] [batch_t 0.396 (0.420)] [data_t 0.015] [optim_t 0.381] [lr 0.002019] [CE 4.671 (4.245)] [KD 3.279 (3.220)] +2024-10-17 12:41:50,054 - Train: 38.98% [487650/1251000] [389.8/1000.0] [batch_t 0.378 (0.435)] [data_t 0.015] [optim_t 0.363] [lr 0.002019] [CE 3.684 (4.213)] [KD 3.026 (3.236)] +2024-10-17 12:42:10,855 - Train: 38.98% [487700/1251000] [389.8/1000.0] [batch_t 0.378 (0.416)] [data_t 0.015] [optim_t 0.362] [lr 0.002019] [CE 3.589 (4.187)] [KD 2.927 (3.213)] +2024-10-17 12:42:31,870 - Train: 38.99% [487750/1251000] [389.9/1000.0] [batch_t 0.428 (0.420)] [data_t 0.015] [optim_t 0.412] [lr 0.002019] [CE 4.412 (4.172)] [KD 3.519 (3.150)] +2024-10-17 12:42:52,900 - Train: 38.99% [487800/1251000] [389.9/1000.0] [batch_t 0.413 (0.420)] [data_t 0.015] [optim_t 0.398] [lr 0.002018] [CE 4.003 (4.264)] [KD 3.271 (3.244)] +2024-10-17 12:43:14,127 - Train: 39.00% [487850/1251000] [390.0/1000.0] [batch_t 0.473 (0.424)] [data_t 0.016] [optim_t 0.457] [lr 0.002018] [CE 3.871 (4.174)] [KD 2.923 (3.194)] +2024-10-17 12:43:52,337 - Test (net): 100.00% [50/50] [batch_t 0.130 (0.437)] [top1_cnt 38172] [top5_cnt 46718] [top_all 50000] +2024-10-17 12:43:52,338 - net: 76.344 (93.436) +2024-10-17 12:44:14,282 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40197] [top5_cnt 47678] [top_all 50000] +2024-10-17 12:44:14,282 - net_E: 80.394 (95.356) +2024-10-17 12:44:14,470 - Max [top1: 76.612 (epoch: 382)] [top1-ema: 80.440 (epoch: 385)] +2024-10-17 12:44:14,470 - ==> Total time: 2 days, 13:02:23 Eta: 3 days, 23:28:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 12:44:26,106 - Train: 39.00% [487900/1251000] [390.0/1000.0] [batch_t 0.358 (0.687)] [data_t 0.015] [optim_t 0.343] [lr 0.002018] [CE 4.268 (4.312)] [KD 3.216 (3.206)] +2024-10-17 12:44:45,160 - Train: 39.00% [487950/1251000] [390.0/1000.0] [batch_t 0.502 (0.381)] [data_t 0.015] [optim_t 0.487] [lr 0.002018] [CE 3.845 (4.248)] [KD 2.929 (3.204)] +2024-10-17 12:45:06,277 - Train: 39.01% [488000/1251000] [390.1/1000.0] [batch_t 0.422 (0.422)] [data_t 0.015] [optim_t 0.406] [lr 0.002018] [CE 4.006 (4.217)] [KD 3.225 (3.232)] +2024-10-17 12:45:28,092 - Train: 39.01% [488050/1251000] [390.1/1000.0] [batch_t 0.417 (0.436)] [data_t 0.016] [optim_t 0.401] [lr 0.002017] [CE 4.353 (4.210)] [KD 3.129 (3.186)] +2024-10-17 12:45:49,514 - Train: 39.02% [488100/1251000] [390.2/1000.0] [batch_t 0.439 (0.428)] [data_t 0.015] [optim_t 0.423] [lr 0.002017] [CE 4.179 (4.227)] [KD 3.207 (3.191)] +2024-10-17 12:46:10,558 - Train: 39.02% [488150/1251000] [390.2/1000.0] [batch_t 0.442 (0.421)] [data_t 0.016] [optim_t 0.426] [lr 0.002017] [CE 4.332 (4.193)] [KD 3.290 (3.121)] +2024-10-17 12:46:31,455 - Train: 39.02% [488200/1251000] [390.2/1000.0] [batch_t 0.419 (0.418)] [data_t 0.015] [optim_t 0.404] [lr 0.002017] [CE 4.379 (4.198)] [KD 3.214 (3.204)] +2024-10-17 12:46:53,319 - Train: 39.03% [488250/1251000] [390.3/1000.0] [batch_t 0.431 (0.437)] [data_t 0.015] [optim_t 0.416] [lr 0.002017] [CE 3.742 (4.218)] [KD 2.995 (3.168)] +2024-10-17 12:47:14,841 - Train: 39.03% [488300/1251000] [390.3/1000.0] [batch_t 0.435 (0.430)] [data_t 0.015] [optim_t 0.420] [lr 0.002017] [CE 3.933 (4.205)] [KD 3.215 (3.191)] +2024-10-17 12:47:36,122 - Train: 39.04% [488350/1251000] [390.4/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.002016] [CE 3.861 (4.234)] [KD 3.025 (3.245)] +2024-10-17 12:47:58,486 - Train: 39.04% [488400/1251000] [390.4/1000.0] [batch_t 0.438 (0.447)] [data_t 0.015] [optim_t 0.422] [lr 0.002016] [CE 4.626 (4.242)] [KD 3.516 (3.169)] +2024-10-17 12:48:20,436 - Train: 39.04% [488450/1251000] [390.4/1000.0] [batch_t 0.437 (0.439)] [data_t 0.015] [optim_t 0.422] [lr 0.002016] [CE 4.429 (4.211)] [KD 3.435 (3.201)] +2024-10-17 12:48:41,177 - Train: 39.05% [488500/1251000] [390.5/1000.0] [batch_t 0.365 (0.415)] [data_t 0.015] [optim_t 0.349] [lr 0.002016] [CE 4.219 (4.215)] [KD 3.307 (3.194)] +2024-10-17 12:49:02,363 - Train: 39.05% [488550/1251000] [390.5/1000.0] [batch_t 0.512 (0.424)] [data_t 0.015] [optim_t 0.497] [lr 0.002016] [CE 4.139 (4.177)] [KD 3.093 (3.211)] +2024-10-17 12:49:23,424 - Train: 39.06% [488600/1251000] [390.6/1000.0] [batch_t 0.389 (0.421)] [data_t 0.015] [optim_t 0.374] [lr 0.002016] [CE 4.192 (4.176)] [KD 3.270 (3.202)] +2024-10-17 12:49:44,909 - Train: 39.06% [488650/1251000] [390.6/1000.0] [batch_t 0.382 (0.430)] [data_t 0.015] [optim_t 0.367] [lr 0.002015] [CE 3.989 (4.201)] [KD 3.097 (3.202)] +2024-10-17 12:50:06,277 - Train: 39.06% [488700/1251000] [390.6/1000.0] [batch_t 0.448 (0.427)] [data_t 0.015] [optim_t 0.432] [lr 0.002015] [CE 4.041 (4.195)] [KD 3.104 (3.181)] +2024-10-17 12:50:27,210 - Train: 39.07% [488750/1251000] [390.7/1000.0] [batch_t 0.410 (0.419)] [data_t 0.015] [optim_t 0.395] [lr 0.002015] [CE 4.033 (4.173)] [KD 3.076 (3.167)] +2024-10-17 12:50:47,994 - Train: 39.07% [488800/1251000] [390.7/1000.0] [batch_t 0.429 (0.416)] [data_t 0.015] [optim_t 0.414] [lr 0.002015] [CE 4.488 (4.236)] [KD 3.607 (3.236)] +2024-10-17 12:51:08,374 - Train: 39.08% [488850/1251000] [390.8/1000.0] [batch_t 0.412 (0.407)] [data_t 0.015] [optim_t 0.397] [lr 0.002015] [CE 4.183 (4.184)] [KD 3.185 (3.243)] +2024-10-17 12:51:30,311 - Train: 39.08% [488900/1251000] [390.8/1000.0] [batch_t 0.428 (0.439)] [data_t 0.085] [optim_t 0.343] [lr 0.002014] [CE 3.719 (4.095)] [KD 3.035 (3.170)] +2024-10-17 12:51:52,096 - Train: 39.08% [488950/1251000] [390.8/1000.0] [batch_t 0.358 (0.436)] [data_t 0.015] [optim_t 0.342] [lr 0.002014] [CE 4.597 (4.217)] [KD 3.585 (3.211)] +2024-10-17 12:52:13,142 - Train: 39.09% [489000/1251000] [390.9/1000.0] [batch_t 0.398 (0.421)] [data_t 0.054] [optim_t 0.344] [lr 0.002014] [CE 4.444 (4.208)] [KD 3.235 (3.153)] +2024-10-17 12:52:33,518 - Train: 39.09% [489050/1251000] [390.9/1000.0] [batch_t 0.391 (0.407)] [data_t 0.047] [optim_t 0.344] [lr 0.002014] [CE 4.306 (4.253)] [KD 3.061 (3.202)] +2024-10-17 12:52:54,571 - Train: 39.10% [489100/1251000] [391.0/1000.0] [batch_t 0.522 (0.421)] [data_t 0.088] [optim_t 0.434] [lr 0.002014] [CE 4.099 (4.207)] [KD 3.031 (3.235)] +2024-10-17 12:53:33,292 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 38374] [top5_cnt 46867] [top_all 50000] +2024-10-17 12:53:33,292 - net: 76.748 (93.734) +2024-10-17 12:53:55,051 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 40179] [top5_cnt 47669] [top_all 50000] +2024-10-17 12:53:55,052 - net_E: 80.358 (95.338) +2024-10-17 12:53:55,190 - Max [top1: 76.748 (epoch: 391)] [top1-ema: 80.440 (epoch: 385)] +2024-10-17 12:53:55,190 - ==> Total time: 2 days, 13:12:03 Eta: 3 days, 23:19:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 12:54:07,195 - Train: 39.10% [489150/1251000] [391.0/1000.0] [batch_t 0.361 (0.702)] [data_t 0.015] [optim_t 0.345] [lr 0.002014] [CE 3.808 (4.074)] [KD 3.189 (3.085)] +2024-10-17 12:54:26,480 - Train: 39.10% [489200/1251000] [391.0/1000.0] [batch_t 0.399 (0.386)] [data_t 0.015] [optim_t 0.384] [lr 0.002013] [CE 4.051 (4.202)] [KD 3.053 (3.151)] +2024-10-17 12:54:48,322 - Train: 39.11% [489250/1251000] [391.1/1000.0] [batch_t 0.357 (0.437)] [data_t 0.015] [optim_t 0.342] [lr 0.002013] [CE 4.459 (4.183)] [KD 3.332 (3.145)] +2024-10-17 12:55:09,661 - Train: 39.11% [489300/1251000] [391.1/1000.0] [batch_t 0.383 (0.427)] [data_t 0.015] [optim_t 0.367] [lr 0.002013] [CE 3.824 (4.252)] [KD 3.114 (3.206)] +2024-10-17 12:55:30,999 - Train: 39.12% [489350/1251000] [391.2/1000.0] [batch_t 0.470 (0.427)] [data_t 0.015] [optim_t 0.455] [lr 0.002013] [CE 3.998 (4.215)] [KD 3.081 (3.166)] +2024-10-17 12:55:52,705 - Train: 39.12% [489400/1251000] [391.2/1000.0] [batch_t 0.362 (0.434)] [data_t 0.015] [optim_t 0.347] [lr 0.002013] [CE 4.421 (4.201)] [KD 3.173 (3.189)] +2024-10-17 12:56:14,615 - Train: 39.12% [489450/1251000] [391.2/1000.0] [batch_t 0.502 (0.438)] [data_t 0.015] [optim_t 0.487] [lr 0.002013] [CE 4.297 (4.180)] [KD 3.345 (3.229)] +2024-10-17 12:56:36,187 - Train: 39.13% [489500/1251000] [391.3/1000.0] [batch_t 0.432 (0.431)] [data_t 0.015] [optim_t 0.417] [lr 0.002012] [CE 3.858 (4.184)] [KD 2.900 (3.201)] +2024-10-17 12:56:57,812 - Train: 39.13% [489550/1251000] [391.3/1000.0] [batch_t 0.535 (0.432)] [data_t 0.015] [optim_t 0.520] [lr 0.002012] [CE 4.278 (4.264)] [KD 3.240 (3.234)] +2024-10-17 12:57:19,782 - Train: 39.14% [489600/1251000] [391.4/1000.0] [batch_t 0.390 (0.439)] [data_t 0.016] [optim_t 0.374] [lr 0.002012] [CE 4.162 (4.257)] [KD 3.216 (3.182)] +2024-10-17 12:57:41,311 - Train: 39.14% [489650/1251000] [391.4/1000.0] [batch_t 0.420 (0.430)] [data_t 0.015] [optim_t 0.404] [lr 0.002012] [CE 4.296 (4.233)] [KD 3.128 (3.195)] +2024-10-17 12:58:03,178 - Train: 39.14% [489700/1251000] [391.4/1000.0] [batch_t 0.442 (0.437)] [data_t 0.015] [optim_t 0.427] [lr 0.002012] [CE 4.355 (4.254)] [KD 3.157 (3.252)] +2024-10-17 12:58:24,361 - Train: 39.15% [489750/1251000] [391.5/1000.0] [batch_t 0.361 (0.424)] [data_t 0.015] [optim_t 0.346] [lr 0.002011] [CE 4.088 (4.121)] [KD 3.071 (3.181)] +2024-10-17 12:58:45,283 - Train: 39.15% [489800/1251000] [391.5/1000.0] [batch_t 0.452 (0.418)] [data_t 0.015] [optim_t 0.437] [lr 0.002011] [CE 4.193 (4.161)] [KD 3.309 (3.237)] +2024-10-17 12:59:06,530 - Train: 39.16% [489850/1251000] [391.6/1000.0] [batch_t 0.550 (0.425)] [data_t 0.015] [optim_t 0.535] [lr 0.002011] [CE 4.069 (4.254)] [KD 3.151 (3.195)] +2024-10-17 12:59:27,600 - Train: 39.16% [489900/1251000] [391.6/1000.0] [batch_t 0.382 (0.421)] [data_t 0.015] [optim_t 0.366] [lr 0.002011] [CE 4.263 (4.153)] [KD 3.257 (3.178)] +2024-10-17 12:59:48,657 - Train: 39.16% [489950/1251000] [391.6/1000.0] [batch_t 0.409 (0.421)] [data_t 0.015] [optim_t 0.394] [lr 0.002011] [CE 3.943 (4.181)] [KD 3.075 (3.162)] +2024-10-17 13:00:10,006 - Train: 39.17% [490000/1251000] [391.7/1000.0] [batch_t 0.422 (0.427)] [data_t 0.015] [optim_t 0.407] [lr 0.002011] [CE 4.753 (4.237)] [KD 3.459 (3.222)] +2024-10-17 13:00:31,827 - Train: 39.17% [490050/1251000] [391.7/1000.0] [batch_t 0.427 (0.436)] [data_t 0.015] [optim_t 0.412] [lr 0.002010] [CE 3.940 (4.235)] [KD 3.107 (3.200)] +2024-10-17 13:00:53,695 - Train: 39.18% [490100/1251000] [391.8/1000.0] [batch_t 0.396 (0.437)] [data_t 0.015] [optim_t 0.381] [lr 0.002010] [CE 3.831 (4.176)] [KD 2.887 (3.192)] +2024-10-17 13:01:15,553 - Train: 39.18% [490150/1251000] [391.8/1000.0] [batch_t 0.492 (0.437)] [data_t 0.015] [optim_t 0.477] [lr 0.002010] [CE 4.875 (4.201)] [KD 3.515 (3.212)] +2024-10-17 13:01:37,047 - Train: 39.18% [490200/1251000] [391.8/1000.0] [batch_t 0.378 (0.430)] [data_t 0.015] [optim_t 0.363] [lr 0.002010] [CE 4.667 (4.177)] [KD 3.539 (3.143)] +2024-10-17 13:01:58,475 - Train: 39.19% [490250/1251000] [391.9/1000.0] [batch_t 0.380 (0.428)] [data_t 0.015] [optim_t 0.364] [lr 0.002010] [CE 4.275 (4.114)] [KD 3.158 (3.153)] +2024-10-17 13:02:20,006 - Train: 39.19% [490300/1251000] [391.9/1000.0] [batch_t 0.429 (0.431)] [data_t 0.016] [optim_t 0.414] [lr 0.002010] [CE 4.556 (4.258)] [KD 3.427 (3.237)] +2024-10-17 13:02:41,147 - Train: 39.20% [490350/1251000] [392.0/1000.0] [batch_t 0.406 (0.423)] [data_t 0.015] [optim_t 0.391] [lr 0.002009] [CE 3.658 (4.251)] [KD 2.719 (3.188)] +2024-10-17 13:03:19,836 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.416)] [top1_cnt 38300] [top5_cnt 46744] [top_all 50000] +2024-10-17 13:03:19,837 - net: 76.600 (93.488) +2024-10-17 13:03:41,238 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.421)] [top1_cnt 40217] [top5_cnt 47668] [top_all 50000] +2024-10-17 13:03:41,238 - net_E: 80.434 (95.336) +2024-10-17 13:03:41,381 - Max [top1: 76.748 (epoch: 391)] [top1-ema: 80.440 (epoch: 385)] +2024-10-17 13:03:41,382 - ==> Total time: 2 days, 13:21:49 Eta: 3 days, 23:10:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 13:03:50,157 - Train: 39.20% [490400/1251000] [392.0/1000.0] [batch_t 0.365 (0.901)] [data_t 0.016] [optim_t 0.349] [lr 0.002009] [CE 3.806 (4.119)] [KD 2.963 (3.100)] +2024-10-17 13:04:09,900 - Train: 39.20% [490450/1251000] [392.0/1000.0] [batch_t 0.578 (0.395)] [data_t 0.015] [optim_t 0.562] [lr 0.002009] [CE 3.663 (4.186)] [KD 3.036 (3.099)] +2024-10-17 13:04:30,313 - Train: 39.21% [490500/1251000] [392.1/1000.0] [batch_t 0.382 (0.408)] [data_t 0.015] [optim_t 0.367] [lr 0.002009] [CE 3.882 (4.146)] [KD 2.893 (3.124)] +2024-10-17 13:04:51,814 - Train: 39.21% [490550/1251000] [392.1/1000.0] [batch_t 0.373 (0.430)] [data_t 0.016] [optim_t 0.357] [lr 0.002009] [CE 3.372 (4.181)] [KD 2.818 (3.161)] +2024-10-17 13:05:12,918 - Train: 39.22% [490600/1251000] [392.2/1000.0] [batch_t 0.463 (0.422)] [data_t 0.015] [optim_t 0.447] [lr 0.002009] [CE 4.238 (4.213)] [KD 3.189 (3.203)] +2024-10-17 13:05:34,207 - Train: 39.22% [490650/1251000] [392.2/1000.0] [batch_t 0.383 (0.426)] [data_t 0.015] [optim_t 0.367] [lr 0.002008] [CE 4.642 (4.197)] [KD 3.406 (3.192)] +2024-10-17 13:05:55,710 - Train: 39.22% [490700/1251000] [392.2/1000.0] [batch_t 0.367 (0.430)] [data_t 0.015] [optim_t 0.352] [lr 0.002008] [CE 3.327 (4.149)] [KD 2.746 (3.125)] +2024-10-17 13:06:17,868 - Train: 39.23% [490750/1251000] [392.3/1000.0] [batch_t 0.365 (0.443)] [data_t 0.016] [optim_t 0.350] [lr 0.002008] [CE 4.450 (4.189)] [KD 3.475 (3.183)] +2024-10-17 13:06:39,526 - Train: 39.23% [490800/1251000] [392.3/1000.0] [batch_t 0.368 (0.433)] [data_t 0.015] [optim_t 0.353] [lr 0.002008] [CE 4.098 (4.188)] [KD 3.037 (3.158)] +2024-10-17 13:07:00,961 - Train: 39.24% [490850/1251000] [392.4/1000.0] [batch_t 0.439 (0.429)] [data_t 0.015] [optim_t 0.424] [lr 0.002008] [CE 3.786 (4.168)] [KD 3.136 (3.164)] +2024-10-17 13:07:22,669 - Train: 39.24% [490900/1251000] [392.4/1000.0] [batch_t 0.550 (0.434)] [data_t 0.016] [optim_t 0.534] [lr 0.002007] [CE 4.674 (4.219)] [KD 3.347 (3.200)] +2024-10-17 13:07:44,442 - Train: 39.24% [490950/1251000] [392.4/1000.0] [batch_t 0.369 (0.435)] [data_t 0.015] [optim_t 0.354] [lr 0.002007] [CE 3.884 (4.180)] [KD 3.038 (3.172)] +2024-10-17 13:08:05,953 - Train: 39.25% [491000/1251000] [392.5/1000.0] [batch_t 0.471 (0.430)] [data_t 0.015] [optim_t 0.456] [lr 0.002007] [CE 4.365 (4.235)] [KD 3.111 (3.235)] +2024-10-17 13:08:27,882 - Train: 39.25% [491050/1251000] [392.5/1000.0] [batch_t 0.463 (0.438)] [data_t 0.015] [optim_t 0.447] [lr 0.002007] [CE 3.866 (4.264)] [KD 3.028 (3.225)] +2024-10-17 13:08:49,180 - Train: 39.26% [491100/1251000] [392.6/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.002007] [CE 4.415 (4.186)] [KD 3.348 (3.200)] +2024-10-17 13:09:11,104 - Train: 39.26% [491150/1251000] [392.6/1000.0] [batch_t 0.431 (0.438)] [data_t 0.015] [optim_t 0.416] [lr 0.002007] [CE 3.842 (4.164)] [KD 3.014 (3.188)] +2024-10-17 13:09:32,764 - Train: 39.26% [491200/1251000] [392.6/1000.0] [batch_t 0.445 (0.433)] [data_t 0.015] [optim_t 0.429] [lr 0.002006] [CE 4.124 (4.156)] [KD 2.946 (3.138)] +2024-10-17 13:09:54,314 - Train: 39.27% [491250/1251000] [392.7/1000.0] [batch_t 0.389 (0.431)] [data_t 0.015] [optim_t 0.374] [lr 0.002006] [CE 4.231 (4.169)] [KD 3.159 (3.192)] +2024-10-17 13:10:15,718 - Train: 39.27% [491300/1251000] [392.7/1000.0] [batch_t 0.432 (0.428)] [data_t 0.015] [optim_t 0.417] [lr 0.002006] [CE 4.243 (4.166)] [KD 3.260 (3.180)] +2024-10-17 13:10:37,052 - Train: 39.28% [491350/1251000] [392.8/1000.0] [batch_t 0.476 (0.427)] [data_t 0.016] [optim_t 0.460] [lr 0.002006] [CE 4.466 (4.210)] [KD 3.330 (3.215)] +2024-10-17 13:10:58,201 - Train: 39.28% [491400/1251000] [392.8/1000.0] [batch_t 0.453 (0.423)] [data_t 0.015] [optim_t 0.438] [lr 0.002006] [CE 3.803 (4.169)] [KD 3.106 (3.210)] +2024-10-17 13:11:19,353 - Train: 39.28% [491450/1251000] [392.8/1000.0] [batch_t 0.398 (0.423)] [data_t 0.016] [optim_t 0.382] [lr 0.002006] [CE 4.173 (4.225)] [KD 3.194 (3.226)] +2024-10-17 13:11:40,519 - Train: 39.29% [491500/1251000] [392.9/1000.0] [batch_t 0.364 (0.423)] [data_t 0.015] [optim_t 0.348] [lr 0.002005] [CE 3.872 (4.241)] [KD 2.952 (3.210)] +2024-10-17 13:12:02,092 - Train: 39.29% [491550/1251000] [392.9/1000.0] [batch_t 0.470 (0.431)] [data_t 0.015] [optim_t 0.455] [lr 0.002005] [CE 4.662 (4.183)] [KD 3.333 (3.195)] +2024-10-17 13:12:23,721 - Train: 39.30% [491600/1251000] [393.0/1000.0] [batch_t 0.408 (0.432)] [data_t 0.015] [optim_t 0.392] [lr 0.002005] [CE 4.311 (4.168)] [KD 3.288 (3.208)] +2024-10-17 13:13:03,035 - Test (net): 100.00% [50/50] [batch_t 0.149 (0.432)] [top1_cnt 38239] [top5_cnt 46674] [top_all 50000] +2024-10-17 13:13:03,035 - net: 76.478 (93.348) +2024-10-17 13:13:24,905 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 40248] [top5_cnt 47665] [top_all 50000] +2024-10-17 13:13:24,906 - net_E: 80.496 (95.330) +2024-10-17 13:13:25,133 - Max [top1: 76.748 (epoch: 391)] [top1-ema: 80.496 (epoch: 393)] +2024-10-17 13:13:25,133 - ==> Total time: 2 days, 13:31:33 Eta: 3 days, 23:01:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 13:13:35,572 - Train: 39.30% [491650/1251000] [393.0/1000.0] [batch_t 0.362 (0.840)] [data_t 0.016] [optim_t 0.347] [lr 0.002005] [CE 4.029 (4.111)] [KD 3.143 (3.183)] +2024-10-17 13:13:54,927 - Train: 39.30% [491700/1251000] [393.0/1000.0] [batch_t 0.495 (0.387)] [data_t 0.015] [optim_t 0.480] [lr 0.002005] [CE 4.054 (4.153)] [KD 3.346 (3.149)] +2024-10-17 13:14:16,303 - Train: 39.31% [491750/1251000] [393.1/1000.0] [batch_t 0.408 (0.427)] [data_t 0.015] [optim_t 0.393] [lr 0.002004] [CE 4.754 (4.236)] [KD 3.583 (3.197)] +2024-10-17 13:14:38,148 - Train: 39.31% [491800/1251000] [393.1/1000.0] [batch_t 0.382 (0.437)] [data_t 0.015] [optim_t 0.367] [lr 0.002004] [CE 4.623 (4.228)] [KD 3.404 (3.182)] +2024-10-17 13:14:59,891 - Train: 39.32% [491850/1251000] [393.2/1000.0] [batch_t 0.389 (0.435)] [data_t 0.015] [optim_t 0.374] [lr 0.002004] [CE 4.231 (4.235)] [KD 3.081 (3.138)] +2024-10-17 13:15:21,716 - Train: 39.32% [491900/1251000] [393.2/1000.0] [batch_t 0.519 (0.436)] [data_t 0.174] [optim_t 0.345] [lr 0.002004] [CE 4.530 (4.229)] [KD 3.343 (3.194)] +2024-10-17 13:15:43,743 - Train: 39.32% [491950/1251000] [393.2/1000.0] [batch_t 0.467 (0.440)] [data_t 0.127] [optim_t 0.339] [lr 0.002004] [CE 3.951 (4.206)] [KD 3.093 (3.216)] +2024-10-17 13:16:05,027 - Train: 39.33% [492000/1251000] [393.3/1000.0] [batch_t 0.415 (0.426)] [data_t 0.071] [optim_t 0.344] [lr 0.002004] [CE 3.894 (4.169)] [KD 3.050 (3.140)] +2024-10-17 13:16:26,558 - Train: 39.33% [492050/1251000] [393.3/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.002003] [CE 4.145 (4.280)] [KD 3.405 (3.186)] +2024-10-17 13:16:47,398 - Train: 39.34% [492100/1251000] [393.4/1000.0] [batch_t 0.365 (0.417)] [data_t 0.016] [optim_t 0.349] [lr 0.002003] [CE 4.340 (4.238)] [KD 3.241 (3.150)] +2024-10-17 13:17:08,441 - Train: 39.34% [492150/1251000] [393.4/1000.0] [batch_t 0.478 (0.421)] [data_t 0.135] [optim_t 0.343] [lr 0.002003] [CE 4.547 (4.221)] [KD 3.395 (3.172)] +2024-10-17 13:17:29,457 - Train: 39.34% [492200/1251000] [393.4/1000.0] [batch_t 0.438 (0.420)] [data_t 0.095] [optim_t 0.343] [lr 0.002003] [CE 4.498 (4.195)] [KD 3.094 (3.234)] +2024-10-17 13:17:50,711 - Train: 39.35% [492250/1251000] [393.5/1000.0] [batch_t 0.398 (0.425)] [data_t 0.058] [optim_t 0.340] [lr 0.002003] [CE 3.703 (4.252)] [KD 3.067 (3.206)] +2024-10-17 13:18:12,255 - Train: 39.35% [492300/1251000] [393.5/1000.0] [batch_t 0.361 (0.431)] [data_t 0.020] [optim_t 0.341] [lr 0.002003] [CE 4.154 (4.177)] [KD 3.232 (3.185)] +2024-10-17 13:18:34,433 - Train: 39.36% [492350/1251000] [393.6/1000.0] [batch_t 0.912 (0.443)] [data_t 0.015] [optim_t 0.897] [lr 0.002002] [CE 4.370 (4.137)] [KD 3.318 (3.162)] +2024-10-17 13:18:55,418 - Train: 39.36% [492400/1251000] [393.6/1000.0] [batch_t 0.479 (0.420)] [data_t 0.015] [optim_t 0.464] [lr 0.002002] [CE 4.353 (4.249)] [KD 2.981 (3.176)] +2024-10-17 13:19:16,818 - Train: 39.36% [492450/1251000] [393.6/1000.0] [batch_t 0.361 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.002002] [CE 4.160 (4.254)] [KD 3.332 (3.251)] +2024-10-17 13:19:37,330 - Train: 39.37% [492500/1251000] [393.7/1000.0] [batch_t 0.362 (0.410)] [data_t 0.016] [optim_t 0.347] [lr 0.002002] [CE 3.889 (4.208)] [KD 3.132 (3.200)] +2024-10-17 13:19:58,602 - Train: 39.37% [492550/1251000] [393.7/1000.0] [batch_t 0.391 (0.425)] [data_t 0.015] [optim_t 0.375] [lr 0.002002] [CE 3.783 (4.178)] [KD 3.097 (3.223)] +2024-10-17 13:20:20,115 - Train: 39.38% [492600/1251000] [393.8/1000.0] [batch_t 0.421 (0.430)] [data_t 0.016] [optim_t 0.405] [lr 0.002001] [CE 4.082 (4.187)] [KD 3.133 (3.210)] +2024-10-17 13:20:41,592 - Train: 39.38% [492650/1251000] [393.8/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.002001] [CE 4.376 (4.240)] [KD 3.032 (3.222)] +2024-10-17 13:21:03,706 - Train: 39.38% [492700/1251000] [393.8/1000.0] [batch_t 0.425 (0.442)] [data_t 0.015] [optim_t 0.410] [lr 0.002001] [CE 4.331 (4.263)] [KD 3.254 (3.227)] +2024-10-17 13:21:25,395 - Train: 39.39% [492750/1251000] [393.9/1000.0] [batch_t 0.440 (0.434)] [data_t 0.015] [optim_t 0.425] [lr 0.002001] [CE 4.020 (4.225)] [KD 3.194 (3.180)] +2024-10-17 13:21:47,637 - Train: 39.39% [492800/1251000] [393.9/1000.0] [batch_t 0.368 (0.445)] [data_t 0.015] [optim_t 0.353] [lr 0.002001] [CE 4.278 (4.233)] [KD 3.026 (3.224)] +2024-10-17 13:22:09,640 - Train: 39.40% [492850/1251000] [394.0/1000.0] [batch_t 0.856 (0.440)] [data_t 0.015] [optim_t 0.840] [lr 0.002001] [CE 4.514 (4.154)] [KD 3.367 (3.205)] +2024-10-17 13:22:49,172 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 37995] [top5_cnt 46670] [top_all 50000] +2024-10-17 13:22:49,173 - net: 75.990 (93.340) +2024-10-17 13:23:10,992 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 40233] [top5_cnt 47668] [top_all 50000] +2024-10-17 13:23:10,993 - net_E: 80.466 (95.336) +2024-10-17 13:23:11,135 - Max [top1: 76.748 (epoch: 391)] [top1-ema: 80.496 (epoch: 393)] +2024-10-17 13:23:11,136 - ==> Total time: 2 days, 13:41:19 Eta: 3 days, 22:52:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 13:23:20,129 - Train: 39.40% [492900/1251000] [394.0/1000.0] [batch_t 0.361 (1.154)] [data_t 0.015] [optim_t 0.346] [lr 0.002000] [CE 3.702 (4.213)] [KD 3.122 (3.208)] +2024-10-17 13:23:38,977 - Train: 39.40% [492950/1251000] [394.0/1000.0] [batch_t 0.395 (0.377)] [data_t 0.015] [optim_t 0.379] [lr 0.002000] [CE 3.477 (4.187)] [KD 2.682 (3.145)] +2024-10-17 13:23:59,930 - Train: 39.41% [493000/1251000] [394.1/1000.0] [batch_t 0.419 (0.419)] [data_t 0.015] [optim_t 0.404] [lr 0.002000] [CE 4.031 (4.222)] [KD 3.284 (3.160)] +2024-10-17 13:24:22,247 - Train: 39.41% [493050/1251000] [394.1/1000.0] [batch_t 0.457 (0.446)] [data_t 0.015] [optim_t 0.442] [lr 0.002000] [CE 3.947 (4.194)] [KD 3.054 (3.184)] +2024-10-17 13:24:44,262 - Train: 39.42% [493100/1251000] [394.2/1000.0] [batch_t 0.436 (0.440)] [data_t 0.015] [optim_t 0.421] [lr 0.002000] [CE 3.991 (4.189)] [KD 3.147 (3.186)] +2024-10-17 13:25:06,125 - Train: 39.42% [493150/1251000] [394.2/1000.0] [batch_t 0.387 (0.437)] [data_t 0.015] [optim_t 0.371] [lr 0.002000] [CE 3.875 (4.199)] [KD 3.056 (3.197)] +2024-10-17 13:25:27,502 - Train: 39.42% [493200/1251000] [394.2/1000.0] [batch_t 0.388 (0.427)] [data_t 0.016] [optim_t 0.373] [lr 0.001999] [CE 4.273 (4.121)] [KD 3.399 (3.136)] +2024-10-17 13:25:49,093 - Train: 39.43% [493250/1251000] [394.3/1000.0] [batch_t 0.461 (0.432)] [data_t 0.015] [optim_t 0.446] [lr 0.001999] [CE 4.387 (4.183)] [KD 3.275 (3.213)] +2024-10-17 13:26:10,342 - Train: 39.43% [493300/1251000] [394.3/1000.0] [batch_t 0.436 (0.425)] [data_t 0.015] [optim_t 0.421] [lr 0.001999] [CE 4.296 (4.151)] [KD 3.199 (3.145)] +2024-10-17 13:26:31,977 - Train: 39.44% [493350/1251000] [394.4/1000.0] [batch_t 0.455 (0.433)] [data_t 0.015] [optim_t 0.440] [lr 0.001999] [CE 3.656 (4.193)] [KD 2.986 (3.192)] +2024-10-17 13:26:53,626 - Train: 39.44% [493400/1251000] [394.4/1000.0] [batch_t 0.469 (0.433)] [data_t 0.015] [optim_t 0.454] [lr 0.001999] [CE 3.857 (4.230)] [KD 3.089 (3.200)] +2024-10-17 13:27:15,089 - Train: 39.44% [493450/1251000] [394.4/1000.0] [batch_t 0.427 (0.429)] [data_t 0.015] [optim_t 0.411] [lr 0.001998] [CE 3.871 (4.211)] [KD 2.982 (3.149)] +2024-10-17 13:27:36,643 - Train: 39.45% [493500/1251000] [394.5/1000.0] [batch_t 0.407 (0.431)] [data_t 0.015] [optim_t 0.391] [lr 0.001998] [CE 4.116 (4.178)] [KD 3.437 (3.203)] +2024-10-17 13:27:58,103 - Train: 39.45% [493550/1251000] [394.5/1000.0] [batch_t 0.410 (0.429)] [data_t 0.015] [optim_t 0.395] [lr 0.001998] [CE 4.325 (4.224)] [KD 3.141 (3.231)] +2024-10-17 13:28:20,310 - Train: 39.46% [493600/1251000] [394.6/1000.0] [batch_t 0.456 (0.444)] [data_t 0.015] [optim_t 0.441] [lr 0.001998] [CE 3.995 (4.160)] [KD 3.110 (3.165)] +2024-10-17 13:28:41,975 - Train: 39.46% [493650/1251000] [394.6/1000.0] [batch_t 0.469 (0.433)] [data_t 0.015] [optim_t 0.454] [lr 0.001998] [CE 4.040 (4.178)] [KD 3.181 (3.189)] +2024-10-17 13:29:04,189 - Train: 39.46% [493700/1251000] [394.6/1000.0] [batch_t 0.428 (0.444)] [data_t 0.015] [optim_t 0.412] [lr 0.001998] [CE 4.085 (4.210)] [KD 3.135 (3.179)] +2024-10-17 13:29:26,111 - Train: 39.47% [493750/1251000] [394.7/1000.0] [batch_t 0.377 (0.438)] [data_t 0.015] [optim_t 0.361] [lr 0.001997] [CE 4.107 (4.176)] [KD 3.230 (3.133)] +2024-10-17 13:29:47,749 - Train: 39.47% [493800/1251000] [394.7/1000.0] [batch_t 0.426 (0.433)] [data_t 0.015] [optim_t 0.411] [lr 0.001997] [CE 4.421 (4.194)] [KD 3.473 (3.195)] +2024-10-17 13:30:08,847 - Train: 39.48% [493850/1251000] [394.8/1000.0] [batch_t 0.367 (0.422)] [data_t 0.015] [optim_t 0.352] [lr 0.001997] [CE 4.035 (4.176)] [KD 3.307 (3.227)] +2024-10-17 13:30:30,016 - Train: 39.48% [493900/1251000] [394.8/1000.0] [batch_t 0.381 (0.423)] [data_t 0.015] [optim_t 0.365] [lr 0.001997] [CE 4.054 (4.141)] [KD 3.160 (3.140)] +2024-10-17 13:30:51,819 - Train: 39.48% [493950/1251000] [394.8/1000.0] [batch_t 0.513 (0.436)] [data_t 0.015] [optim_t 0.498] [lr 0.001997] [CE 3.927 (4.172)] [KD 3.138 (3.212)] +2024-10-17 13:31:12,999 - Train: 39.49% [494000/1251000] [394.9/1000.0] [batch_t 0.394 (0.424)] [data_t 0.015] [optim_t 0.378] [lr 0.001997] [CE 4.204 (4.141)] [KD 3.047 (3.204)] +2024-10-17 13:31:34,201 - Train: 39.49% [494050/1251000] [394.9/1000.0] [batch_t 0.542 (0.424)] [data_t 0.015] [optim_t 0.526] [lr 0.001996] [CE 4.366 (4.272)] [KD 3.401 (3.242)] +2024-10-17 13:31:55,608 - Train: 39.50% [494100/1251000] [395.0/1000.0] [batch_t 0.454 (0.428)] [data_t 0.015] [optim_t 0.438] [lr 0.001996] [CE 4.072 (4.227)] [KD 2.992 (3.221)] +2024-10-17 13:32:36,366 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.443)] [top1_cnt 38307] [top5_cnt 46784] [top_all 50000] +2024-10-17 13:32:36,367 - net: 76.614 (93.568) +2024-10-17 13:32:57,821 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40229] [top5_cnt 47669] [top_all 50000] +2024-10-17 13:32:57,821 - net_E: 80.458 (95.338) +2024-10-17 13:32:57,959 - Max [top1: 76.748 (epoch: 391)] [top1-ema: 80.496 (epoch: 393)] +2024-10-17 13:32:57,959 - ==> Total time: 2 days, 13:51:06 Eta: 3 days, 22:44:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 13:33:06,367 - Train: 39.50% [494150/1251000] [395.0/1000.0] [batch_t 0.360 (1.428)] [data_t 0.015] [optim_t 0.345] [lr 0.001996] [CE 4.361 (4.324)] [KD 3.216 (3.193)] +2024-10-17 13:33:25,878 - Train: 39.50% [494200/1251000] [395.0/1000.0] [batch_t 0.439 (0.390)] [data_t 0.015] [optim_t 0.423] [lr 0.001996] [CE 4.199 (4.185)] [KD 3.341 (3.140)] +2024-10-17 13:33:47,167 - Train: 39.51% [494250/1251000] [395.1/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.348] [lr 0.001996] [CE 3.578 (4.219)] [KD 2.775 (3.176)] +2024-10-17 13:34:07,487 - Train: 39.51% [494300/1251000] [395.1/1000.0] [batch_t 0.397 (0.406)] [data_t 0.015] [optim_t 0.381] [lr 0.001995] [CE 4.536 (4.180)] [KD 3.250 (3.156)] +2024-10-17 13:34:28,596 - Train: 39.52% [494350/1251000] [395.2/1000.0] [batch_t 0.435 (0.422)] [data_t 0.015] [optim_t 0.419] [lr 0.001995] [CE 4.496 (4.230)] [KD 3.439 (3.196)] +2024-10-17 13:34:49,338 - Train: 39.52% [494400/1251000] [395.2/1000.0] [batch_t 0.413 (0.415)] [data_t 0.016] [optim_t 0.398] [lr 0.001995] [CE 3.974 (4.226)] [KD 3.143 (3.117)] +2024-10-17 13:35:10,787 - Train: 39.52% [494450/1251000] [395.2/1000.0] [batch_t 0.455 (0.429)] [data_t 0.015] [optim_t 0.440] [lr 0.001995] [CE 4.519 (4.191)] [KD 3.264 (3.172)] +2024-10-17 13:35:31,911 - Train: 39.53% [494500/1251000] [395.3/1000.0] [batch_t 0.366 (0.422)] [data_t 0.015] [optim_t 0.351] [lr 0.001995] [CE 4.246 (4.242)] [KD 2.989 (3.191)] +2024-10-17 13:35:53,611 - Train: 39.53% [494550/1251000] [395.3/1000.0] [batch_t 0.562 (0.434)] [data_t 0.016] [optim_t 0.547] [lr 0.001995] [CE 3.712 (4.130)] [KD 3.014 (3.180)] +2024-10-17 13:36:15,235 - Train: 39.54% [494600/1251000] [395.4/1000.0] [batch_t 0.361 (0.432)] [data_t 0.016] [optim_t 0.346] [lr 0.001994] [CE 4.174 (4.213)] [KD 3.303 (3.190)] +2024-10-17 13:36:36,858 - Train: 39.54% [494650/1251000] [395.4/1000.0] [batch_t 0.471 (0.432)] [data_t 0.015] [optim_t 0.456] [lr 0.001994] [CE 3.958 (4.243)] [KD 3.105 (3.190)] +2024-10-17 13:36:58,213 - Train: 39.54% [494700/1251000] [395.4/1000.0] [batch_t 0.396 (0.427)] [data_t 0.015] [optim_t 0.381] [lr 0.001994] [CE 4.105 (4.203)] [KD 3.047 (3.129)] +2024-10-17 13:37:19,301 - Train: 39.55% [494750/1251000] [395.5/1000.0] [batch_t 0.456 (0.422)] [data_t 0.016] [optim_t 0.440] [lr 0.001994] [CE 4.335 (4.225)] [KD 3.272 (3.222)] +2024-10-17 13:37:40,763 - Train: 39.55% [494800/1251000] [395.5/1000.0] [batch_t 0.455 (0.429)] [data_t 0.016] [optim_t 0.439] [lr 0.001994] [CE 3.901 (4.159)] [KD 2.967 (3.170)] +2024-10-17 13:38:02,742 - Train: 39.56% [494850/1251000] [395.6/1000.0] [batch_t 0.445 (0.439)] [data_t 0.016] [optim_t 0.430] [lr 0.001994] [CE 4.538 (4.305)] [KD 3.185 (3.266)] +2024-10-17 13:38:25,086 - Train: 39.56% [494900/1251000] [395.6/1000.0] [batch_t 0.412 (0.447)] [data_t 0.015] [optim_t 0.397] [lr 0.001993] [CE 4.316 (4.266)] [KD 3.173 (3.187)] +2024-10-17 13:38:47,615 - Train: 39.56% [494950/1251000] [395.6/1000.0] [batch_t 0.490 (0.450)] [data_t 0.015] [optim_t 0.475] [lr 0.001993] [CE 4.003 (4.221)] [KD 3.174 (3.161)] +2024-10-17 13:39:09,674 - Train: 39.57% [495000/1251000] [395.7/1000.0] [batch_t 0.463 (0.441)] [data_t 0.015] [optim_t 0.447] [lr 0.001993] [CE 4.238 (4.192)] [KD 3.284 (3.179)] +2024-10-17 13:39:31,088 - Train: 39.57% [495050/1251000] [395.7/1000.0] [batch_t 0.422 (0.428)] [data_t 0.015] [optim_t 0.406] [lr 0.001993] [CE 4.618 (4.214)] [KD 3.165 (3.162)] +2024-10-17 13:39:52,356 - Train: 39.58% [495100/1251000] [395.8/1000.0] [batch_t 0.383 (0.425)] [data_t 0.016] [optim_t 0.367] [lr 0.001993] [CE 4.071 (4.140)] [KD 2.954 (3.138)] +2024-10-17 13:40:15,011 - Train: 39.58% [495150/1251000] [395.8/1000.0] [batch_t 0.407 (0.453)] [data_t 0.016] [optim_t 0.391] [lr 0.001992] [CE 4.047 (4.142)] [KD 3.320 (3.210)] +2024-10-17 13:40:36,221 - Train: 39.58% [495200/1251000] [395.8/1000.0] [batch_t 0.444 (0.424)] [data_t 0.097] [optim_t 0.347] [lr 0.001992] [CE 4.210 (4.187)] [KD 3.039 (3.171)] +2024-10-17 13:40:57,946 - Train: 39.59% [495250/1251000] [395.9/1000.0] [batch_t 0.360 (0.434)] [data_t 0.015] [optim_t 0.345] [lr 0.001992] [CE 4.557 (4.222)] [KD 3.470 (3.250)] +2024-10-17 13:41:18,930 - Train: 39.59% [495300/1251000] [395.9/1000.0] [batch_t 0.439 (0.420)] [data_t 0.087] [optim_t 0.352] [lr 0.001992] [CE 4.064 (4.235)] [KD 3.326 (3.202)] +2024-10-17 13:41:40,642 - Train: 39.60% [495350/1251000] [396.0/1000.0] [batch_t 0.390 (0.434)] [data_t 0.016] [optim_t 0.375] [lr 0.001992] [CE 3.939 (4.116)] [KD 3.210 (3.145)] +2024-10-17 13:42:22,448 - Test (net): 100.00% [50/50] [batch_t 0.144 (0.457)] [top1_cnt 38026] [top5_cnt 46665] [top_all 50000] +2024-10-17 13:42:22,448 - net: 76.052 (93.330) +2024-10-17 13:42:43,548 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 40230] [top5_cnt 47674] [top_all 50000] +2024-10-17 13:42:43,548 - net_E: 80.460 (95.348) +2024-10-17 13:42:43,721 - Max [top1: 76.748 (epoch: 391)] [top1-ema: 80.496 (epoch: 393)] +2024-10-17 13:42:43,721 - ==> Total time: 2 days, 14:00:52 Eta: 3 days, 22:35:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 13:42:51,749 - Train: 39.60% [495400/1251000] [396.0/1000.0] [batch_t 0.369 (1.636)] [data_t 0.015] [optim_t 0.354] [lr 0.001992] [CE 4.308 (4.116)] [KD 3.224 (3.235)] +2024-10-17 13:43:11,162 - Train: 39.60% [495450/1251000] [396.0/1000.0] [batch_t 0.414 (0.388)] [data_t 0.016] [optim_t 0.399] [lr 0.001991] [CE 3.884 (4.212)] [KD 3.160 (3.148)] +2024-10-17 13:43:32,884 - Train: 39.61% [495500/1251000] [396.1/1000.0] [batch_t 0.405 (0.434)] [data_t 0.016] [optim_t 0.390] [lr 0.001991] [CE 4.292 (4.257)] [KD 3.142 (3.170)] +2024-10-17 13:43:54,982 - Train: 39.61% [495550/1251000] [396.1/1000.0] [batch_t 0.426 (0.442)] [data_t 0.016] [optim_t 0.410] [lr 0.001991] [CE 3.676 (4.196)] [KD 2.977 (3.179)] +2024-10-17 13:44:16,934 - Train: 39.62% [495600/1251000] [396.2/1000.0] [batch_t 0.399 (0.439)] [data_t 0.015] [optim_t 0.384] [lr 0.001991] [CE 4.212 (4.157)] [KD 3.341 (3.106)] +2024-10-17 13:44:38,878 - Train: 39.62% [495650/1251000] [396.2/1000.0] [batch_t 0.470 (0.439)] [data_t 0.016] [optim_t 0.454] [lr 0.001991] [CE 4.190 (4.198)] [KD 3.120 (3.179)] +2024-10-17 13:44:59,968 - Train: 39.62% [495700/1251000] [396.2/1000.0] [batch_t 0.433 (0.422)] [data_t 0.016] [optim_t 0.417] [lr 0.001991] [CE 4.133 (4.086)] [KD 3.159 (3.127)] +2024-10-17 13:45:21,731 - Train: 39.63% [495750/1251000] [396.3/1000.0] [batch_t 0.475 (0.435)] [data_t 0.016] [optim_t 0.460] [lr 0.001990] [CE 4.405 (4.223)] [KD 3.228 (3.132)] +2024-10-17 13:45:43,219 - Train: 39.63% [495800/1251000] [396.3/1000.0] [batch_t 0.452 (0.430)] [data_t 0.015] [optim_t 0.436] [lr 0.001990] [CE 3.887 (4.200)] [KD 3.057 (3.168)] +2024-10-17 13:46:04,814 - Train: 39.64% [495850/1251000] [396.4/1000.0] [batch_t 0.362 (0.432)] [data_t 0.016] [optim_t 0.346] [lr 0.001990] [CE 3.890 (4.182)] [KD 3.079 (3.185)] +2024-10-17 13:46:26,024 - Train: 39.64% [495900/1251000] [396.4/1000.0] [batch_t 0.467 (0.424)] [data_t 0.015] [optim_t 0.452] [lr 0.001990] [CE 4.023 (4.231)] [KD 3.183 (3.247)] +2024-10-17 13:46:47,422 - Train: 39.64% [495950/1251000] [396.4/1000.0] [batch_t 0.376 (0.428)] [data_t 0.016] [optim_t 0.360] [lr 0.001990] [CE 4.199 (4.249)] [KD 3.128 (3.176)] +2024-10-17 13:47:08,455 - Train: 39.65% [496000/1251000] [396.5/1000.0] [batch_t 0.386 (0.421)] [data_t 0.015] [optim_t 0.371] [lr 0.001989] [CE 3.655 (4.181)] [KD 3.025 (3.166)] +2024-10-17 13:47:29,325 - Train: 39.65% [496050/1251000] [396.5/1000.0] [batch_t 0.397 (0.417)] [data_t 0.016] [optim_t 0.382] [lr 0.001989] [CE 3.901 (4.219)] [KD 3.129 (3.206)] +2024-10-17 13:47:51,011 - Train: 39.66% [496100/1251000] [396.6/1000.0] [batch_t 0.483 (0.434)] [data_t 0.016] [optim_t 0.468] [lr 0.001989] [CE 4.586 (4.177)] [KD 3.452 (3.177)] +2024-10-17 13:48:12,401 - Train: 39.66% [496150/1251000] [396.6/1000.0] [batch_t 0.410 (0.428)] [data_t 0.015] [optim_t 0.394] [lr 0.001989] [CE 4.336 (4.269)] [KD 3.303 (3.236)] +2024-10-17 13:48:34,119 - Train: 39.66% [496200/1251000] [396.6/1000.0] [batch_t 0.394 (0.434)] [data_t 0.016] [optim_t 0.379] [lr 0.001989] [CE 4.004 (4.155)] [KD 3.176 (3.159)] +2024-10-17 13:48:55,790 - Train: 39.67% [496250/1251000] [396.7/1000.0] [batch_t 0.457 (0.433)] [data_t 0.016] [optim_t 0.442] [lr 0.001989] [CE 4.271 (4.172)] [KD 3.142 (3.151)] +2024-10-17 13:49:16,980 - Train: 39.67% [496300/1251000] [396.7/1000.0] [batch_t 0.375 (0.424)] [data_t 0.015] [optim_t 0.359] [lr 0.001988] [CE 4.409 (4.173)] [KD 3.253 (3.185)] +2024-10-17 13:49:38,038 - Train: 39.68% [496350/1251000] [396.8/1000.0] [batch_t 0.441 (0.421)] [data_t 0.015] [optim_t 0.426] [lr 0.001988] [CE 4.221 (4.249)] [KD 3.034 (3.211)] +2024-10-17 13:49:59,781 - Train: 39.68% [496400/1251000] [396.8/1000.0] [batch_t 0.443 (0.435)] [data_t 0.015] [optim_t 0.427] [lr 0.001988] [CE 3.557 (4.196)] [KD 2.837 (3.166)] +2024-10-17 13:50:21,037 - Train: 39.68% [496450/1251000] [396.8/1000.0] [batch_t 0.372 (0.425)] [data_t 0.015] [optim_t 0.356] [lr 0.001988] [CE 3.810 (4.165)] [KD 3.187 (3.188)] +2024-10-17 13:50:43,043 - Train: 39.69% [496500/1251000] [396.9/1000.0] [batch_t 0.368 (0.440)] [data_t 0.015] [optim_t 0.353] [lr 0.001988] [CE 4.442 (4.216)] [KD 3.140 (3.205)] +2024-10-17 13:51:04,939 - Train: 39.69% [496550/1251000] [396.9/1000.0] [batch_t 0.425 (0.438)] [data_t 0.015] [optim_t 0.409] [lr 0.001988] [CE 4.193 (4.209)] [KD 3.441 (3.189)] +2024-10-17 13:51:26,824 - Train: 39.70% [496600/1251000] [397.0/1000.0] [batch_t 0.475 (0.438)] [data_t 0.015] [optim_t 0.460] [lr 0.001987] [CE 4.345 (4.203)] [KD 3.208 (3.223)] +2024-10-17 13:52:07,446 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 38455] [top5_cnt 46791] [top_all 50000] +2024-10-17 13:52:07,446 - net: 76.910 (93.582) +2024-10-17 13:52:28,407 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 40254] [top5_cnt 47682] [top_all 50000] +2024-10-17 13:52:28,407 - net_E: 80.508 (95.364) +2024-10-17 13:52:28,569 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.508 (epoch: 397)] +2024-10-17 13:52:28,569 - ==> Total time: 2 days, 14:10:37 Eta: 3 days, 22:26:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 13:52:38,234 - Train: 39.70% [496650/1251000] [397.0/1000.0] [batch_t 0.364 (1.324)] [data_t 0.016] [optim_t 0.348] [lr 0.001987] [CE 4.426 (4.352)] [KD 3.099 (3.189)] +2024-10-17 13:52:57,932 - Train: 39.70% [496700/1251000] [397.0/1000.0] [batch_t 0.360 (0.394)] [data_t 0.015] [optim_t 0.345] [lr 0.001987] [CE 3.967 (4.189)] [KD 2.964 (3.164)] +2024-10-17 13:53:19,773 - Train: 39.71% [496750/1251000] [397.1/1000.0] [batch_t 0.439 (0.437)] [data_t 0.016] [optim_t 0.424] [lr 0.001987] [CE 3.987 (4.194)] [KD 3.208 (3.149)] +2024-10-17 13:53:42,268 - Train: 39.71% [496800/1251000] [397.1/1000.0] [batch_t 0.447 (0.450)] [data_t 0.015] [optim_t 0.431] [lr 0.001987] [CE 4.335 (4.160)] [KD 3.243 (3.105)] +2024-10-17 13:54:04,640 - Train: 39.72% [496850/1251000] [397.2/1000.0] [batch_t 0.438 (0.447)] [data_t 0.015] [optim_t 0.423] [lr 0.001986] [CE 3.972 (4.174)] [KD 2.827 (3.134)] +2024-10-17 13:54:26,886 - Train: 39.72% [496900/1251000] [397.2/1000.0] [batch_t 0.571 (0.445)] [data_t 0.015] [optim_t 0.556] [lr 0.001986] [CE 3.682 (4.229)] [KD 2.970 (3.202)] +2024-10-17 13:54:48,799 - Train: 39.72% [496950/1251000] [397.2/1000.0] [batch_t 0.427 (0.438)] [data_t 0.015] [optim_t 0.411] [lr 0.001986] [CE 3.974 (4.118)] [KD 2.935 (3.128)] +2024-10-17 13:55:09,676 - Train: 39.73% [497000/1251000] [397.3/1000.0] [batch_t 0.396 (0.417)] [data_t 0.016] [optim_t 0.380] [lr 0.001986] [CE 4.319 (4.159)] [KD 3.262 (3.138)] +2024-10-17 13:55:30,624 - Train: 39.73% [497050/1251000] [397.3/1000.0] [batch_t 0.437 (0.419)] [data_t 0.015] [optim_t 0.422] [lr 0.001986] [CE 4.156 (4.218)] [KD 3.293 (3.194)] +2024-10-17 13:55:51,571 - Train: 39.74% [497100/1251000] [397.4/1000.0] [batch_t 0.443 (0.419)] [data_t 0.015] [optim_t 0.428] [lr 0.001986] [CE 4.066 (4.208)] [KD 3.182 (3.136)] +2024-10-17 13:56:12,292 - Train: 39.74% [497150/1251000] [397.4/1000.0] [batch_t 0.420 (0.414)] [data_t 0.016] [optim_t 0.405] [lr 0.001985] [CE 4.234 (4.196)] [KD 3.204 (3.170)] +2024-10-17 13:56:33,773 - Train: 39.74% [497200/1251000] [397.4/1000.0] [batch_t 0.364 (0.430)] [data_t 0.016] [optim_t 0.349] [lr 0.001985] [CE 4.628 (4.214)] [KD 3.442 (3.230)] +2024-10-17 13:56:54,614 - Train: 39.75% [497250/1251000] [397.5/1000.0] [batch_t 0.421 (0.417)] [data_t 0.015] [optim_t 0.406] [lr 0.001985] [CE 3.904 (4.199)] [KD 2.920 (3.175)] +2024-10-17 13:57:16,021 - Train: 39.75% [497300/1251000] [397.5/1000.0] [batch_t 0.451 (0.428)] [data_t 0.015] [optim_t 0.435] [lr 0.001985] [CE 4.017 (4.181)] [KD 3.313 (3.156)] +2024-10-17 13:57:37,371 - Train: 39.76% [497350/1251000] [397.6/1000.0] [batch_t 0.433 (0.427)] [data_t 0.015] [optim_t 0.417] [lr 0.001985] [CE 3.687 (4.217)] [KD 2.997 (3.198)] +2024-10-17 13:57:58,891 - Train: 39.76% [497400/1251000] [397.6/1000.0] [batch_t 0.363 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.001985] [CE 4.502 (4.194)] [KD 3.237 (3.139)] +2024-10-17 13:58:20,091 - Train: 39.76% [497450/1251000] [397.6/1000.0] [batch_t 0.522 (0.424)] [data_t 0.015] [optim_t 0.506] [lr 0.001984] [CE 4.237 (4.140)] [KD 3.357 (3.179)] +2024-10-17 13:58:41,454 - Train: 39.77% [497500/1251000] [397.7/1000.0] [batch_t 0.360 (0.427)] [data_t 0.015] [optim_t 0.344] [lr 0.001984] [CE 4.283 (4.106)] [KD 2.908 (3.103)] +2024-10-17 13:59:02,863 - Train: 39.77% [497550/1251000] [397.7/1000.0] [batch_t 0.455 (0.428)] [data_t 0.016] [optim_t 0.439] [lr 0.001984] [CE 4.215 (4.176)] [KD 3.165 (3.194)] +2024-10-17 13:59:24,383 - Train: 39.78% [497600/1251000] [397.8/1000.0] [batch_t 0.361 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.001984] [CE 4.421 (4.138)] [KD 3.172 (3.194)] +2024-10-17 13:59:45,737 - Train: 39.78% [497650/1251000] [397.8/1000.0] [batch_t 0.502 (0.427)] [data_t 0.015] [optim_t 0.487] [lr 0.001984] [CE 4.183 (4.184)] [KD 3.455 (3.173)] +2024-10-17 14:00:07,239 - Train: 39.78% [497700/1251000] [397.8/1000.0] [batch_t 0.496 (0.430)] [data_t 0.016] [optim_t 0.481] [lr 0.001983] [CE 4.307 (4.113)] [KD 3.200 (3.180)] +2024-10-17 14:00:28,403 - Train: 39.79% [497750/1251000] [397.9/1000.0] [batch_t 0.361 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.001983] [CE 4.114 (4.173)] [KD 3.171 (3.193)] +2024-10-17 14:00:49,641 - Train: 39.79% [497800/1251000] [397.9/1000.0] [batch_t 0.364 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.001983] [CE 4.200 (4.247)] [KD 3.235 (3.188)] +2024-10-17 14:01:11,418 - Train: 39.80% [497850/1251000] [398.0/1000.0] [batch_t 0.426 (0.435)] [data_t 0.080] [optim_t 0.345] [lr 0.001983] [CE 4.486 (4.190)] [KD 3.272 (3.184)] +2024-10-17 14:01:53,610 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 37938] [top5_cnt 46620] [top_all 50000] +2024-10-17 14:01:53,611 - net: 75.876 (93.240) +2024-10-17 14:02:14,672 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 40251] [top5_cnt 47657] [top_all 50000] +2024-10-17 14:02:14,673 - net_E: 80.502 (95.314) +2024-10-17 14:02:14,818 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.508 (epoch: 397)] +2024-10-17 14:02:14,819 - ==> Total time: 2 days, 14:20:23 Eta: 3 days, 22:17:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 14:02:21,683 - Train: 39.80% [497900/1251000] [398.0/1000.0] [batch_t 0.433 (2.714)] [data_t 0.016] [optim_t 0.417] [lr 0.001983] [CE 3.798 (4.082)] [KD 3.112 (3.206)] +2024-10-17 14:02:41,018 - Train: 39.80% [497950/1251000] [398.0/1000.0] [batch_t 0.435 (0.387)] [data_t 0.093] [optim_t 0.343] [lr 0.001983] [CE 4.137 (4.216)] [KD 3.102 (3.125)] +2024-10-17 14:03:02,072 - Train: 39.81% [498000/1251000] [398.1/1000.0] [batch_t 0.422 (0.421)] [data_t 0.015] [optim_t 0.407] [lr 0.001982] [CE 4.160 (4.204)] [KD 3.058 (3.144)] +2024-10-17 14:03:23,320 - Train: 39.81% [498050/1251000] [398.1/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.346] [lr 0.001982] [CE 4.387 (4.172)] [KD 3.302 (3.144)] +2024-10-17 14:03:44,905 - Train: 39.82% [498100/1251000] [398.2/1000.0] [batch_t 0.898 (0.432)] [data_t 0.015] [optim_t 0.882] [lr 0.001982] [CE 4.815 (4.197)] [KD 3.357 (3.135)] +2024-10-17 14:04:05,473 - Train: 39.82% [498150/1251000] [398.2/1000.0] [batch_t 0.421 (0.411)] [data_t 0.015] [optim_t 0.406] [lr 0.001982] [CE 4.807 (4.183)] [KD 3.449 (3.174)] +2024-10-17 14:04:26,880 - Train: 39.82% [498200/1251000] [398.2/1000.0] [batch_t 0.387 (0.428)] [data_t 0.015] [optim_t 0.372] [lr 0.001982] [CE 4.574 (4.242)] [KD 3.390 (3.172)] +2024-10-17 14:04:48,267 - Train: 39.83% [498250/1251000] [398.3/1000.0] [batch_t 0.459 (0.428)] [data_t 0.015] [optim_t 0.444] [lr 0.001982] [CE 3.896 (4.140)] [KD 2.920 (3.126)] +2024-10-17 14:05:09,590 - Train: 39.83% [498300/1251000] [398.3/1000.0] [batch_t 0.450 (0.426)] [data_t 0.015] [optim_t 0.434] [lr 0.001981] [CE 3.888 (4.211)] [KD 2.904 (3.172)] +2024-10-17 14:05:31,438 - Train: 39.84% [498350/1251000] [398.4/1000.0] [batch_t 0.472 (0.437)] [data_t 0.015] [optim_t 0.457] [lr 0.001981] [CE 4.077 (4.217)] [KD 3.017 (3.170)] +2024-10-17 14:05:52,776 - Train: 39.84% [498400/1251000] [398.4/1000.0] [batch_t 0.405 (0.427)] [data_t 0.015] [optim_t 0.390] [lr 0.001981] [CE 4.005 (4.179)] [KD 2.948 (3.187)] +2024-10-17 14:06:14,263 - Train: 39.84% [498450/1251000] [398.4/1000.0] [batch_t 0.368 (0.430)] [data_t 0.015] [optim_t 0.352] [lr 0.001981] [CE 4.144 (4.218)] [KD 3.225 (3.135)] +2024-10-17 14:06:35,911 - Train: 39.85% [498500/1251000] [398.5/1000.0] [batch_t 0.446 (0.433)] [data_t 0.015] [optim_t 0.431] [lr 0.001981] [CE 4.199 (4.079)] [KD 3.189 (3.144)] +2024-10-17 14:06:58,051 - Train: 39.85% [498550/1251000] [398.5/1000.0] [batch_t 0.427 (0.443)] [data_t 0.016] [optim_t 0.411] [lr 0.001980] [CE 4.445 (4.189)] [KD 3.258 (3.164)] +2024-10-17 14:07:19,419 - Train: 39.86% [498600/1251000] [398.6/1000.0] [batch_t 0.462 (0.427)] [data_t 0.015] [optim_t 0.447] [lr 0.001980] [CE 4.305 (4.258)] [KD 3.161 (3.193)] +2024-10-17 14:07:40,842 - Train: 39.86% [498650/1251000] [398.6/1000.0] [batch_t 0.526 (0.428)] [data_t 0.015] [optim_t 0.510] [lr 0.001980] [CE 4.076 (4.160)] [KD 3.036 (3.116)] +2024-10-17 14:08:02,455 - Train: 39.86% [498700/1251000] [398.6/1000.0] [batch_t 0.483 (0.432)] [data_t 0.015] [optim_t 0.468] [lr 0.001980] [CE 4.142 (4.221)] [KD 3.095 (3.185)] +2024-10-17 14:08:24,069 - Train: 39.87% [498750/1251000] [398.7/1000.0] [batch_t 0.408 (0.432)] [data_t 0.016] [optim_t 0.392] [lr 0.001980] [CE 4.126 (4.205)] [KD 3.185 (3.198)] +2024-10-17 14:08:45,339 - Train: 39.87% [498800/1251000] [398.7/1000.0] [batch_t 0.446 (0.425)] [data_t 0.015] [optim_t 0.431] [lr 0.001980] [CE 3.880 (4.175)] [KD 3.317 (3.179)] +2024-10-17 14:09:06,818 - Train: 39.88% [498850/1251000] [398.8/1000.0] [batch_t 0.396 (0.429)] [data_t 0.048] [optim_t 0.348] [lr 0.001979] [CE 4.357 (4.123)] [KD 3.202 (3.133)] +2024-10-17 14:09:28,935 - Train: 39.88% [498900/1251000] [398.8/1000.0] [batch_t 0.427 (0.442)] [data_t 0.071] [optim_t 0.355] [lr 0.001979] [CE 3.992 (4.146)] [KD 3.327 (3.154)] +2024-10-17 14:09:50,913 - Train: 39.88% [498950/1251000] [398.8/1000.0] [batch_t 0.447 (0.439)] [data_t 0.101] [optim_t 0.346] [lr 0.001979] [CE 4.064 (4.238)] [KD 3.228 (3.154)] +2024-10-17 14:10:12,836 - Train: 39.89% [499000/1251000] [398.9/1000.0] [batch_t 0.422 (0.438)] [data_t 0.078] [optim_t 0.344] [lr 0.001979] [CE 4.510 (4.173)] [KD 3.063 (3.134)] +2024-10-17 14:10:35,138 - Train: 39.89% [499050/1251000] [398.9/1000.0] [batch_t 0.568 (0.446)] [data_t 0.016] [optim_t 0.553] [lr 0.001979] [CE 4.143 (4.240)] [KD 3.301 (3.206)] +2024-10-17 14:10:56,632 - Train: 39.90% [499100/1251000] [399.0/1000.0] [batch_t 0.429 (0.430)] [data_t 0.088] [optim_t 0.342] [lr 0.001979] [CE 4.255 (4.286)] [KD 3.212 (3.250)] +2024-10-17 14:11:40,296 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.450)] [top1_cnt 38123] [top5_cnt 46623] [top_all 50000] +2024-10-17 14:11:40,297 - net: 76.246 (93.246) +2024-10-17 14:12:01,673 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40258] [top5_cnt 47661] [top_all 50000] +2024-10-17 14:12:01,673 - net_E: 80.516 (95.322) +2024-10-17 14:12:01,843 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.516 (epoch: 399)] +2024-10-17 14:12:01,844 - ==> Total time: 2 days, 14:30:10 Eta: 3 days, 22:08:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 14:12:12,427 - Train: 39.90% [499150/1251000] [399.0/1000.0] [batch_t 2.196 (2.196)] [data_t 1.852] [optim_t 0.344] [lr 0.001978] [CE 3.588 (3.588)] [KD 2.897 (2.897)] +2024-10-17 14:12:31,599 - Train: 39.90% [499200/1251000] [399.0/1000.0] [batch_t 0.516 (0.383)] [data_t 0.077] [optim_t 0.439] [lr 0.001978] [CE 4.566 (4.186)] [KD 3.261 (3.163)] +2024-10-17 14:12:53,376 - Train: 39.91% [499250/1251000] [399.1/1000.0] [batch_t 0.360 (0.435)] [data_t 0.015] [optim_t 0.345] [lr 0.001978] [CE 4.857 (4.178)] [KD 3.360 (3.163)] +2024-10-17 14:13:14,688 - Train: 39.91% [499300/1251000] [399.1/1000.0] [batch_t 0.449 (0.426)] [data_t 0.015] [optim_t 0.434] [lr 0.001978] [CE 4.376 (4.126)] [KD 3.176 (3.109)] +2024-10-17 14:13:36,008 - Train: 39.92% [499350/1251000] [399.2/1000.0] [batch_t 0.405 (0.426)] [data_t 0.015] [optim_t 0.390] [lr 0.001978] [CE 4.573 (4.223)] [KD 3.246 (3.201)] +2024-10-17 14:13:57,314 - Train: 39.92% [499400/1251000] [399.2/1000.0] [batch_t 0.410 (0.426)] [data_t 0.015] [optim_t 0.394] [lr 0.001977] [CE 4.462 (4.156)] [KD 3.432 (3.141)] +2024-10-17 14:14:18,795 - Train: 39.92% [499450/1251000] [399.2/1000.0] [batch_t 0.389 (0.430)] [data_t 0.015] [optim_t 0.374] [lr 0.001977] [CE 4.721 (4.159)] [KD 3.179 (3.158)] +2024-10-17 14:14:39,543 - Train: 39.93% [499500/1251000] [399.3/1000.0] [batch_t 0.372 (0.415)] [data_t 0.015] [optim_t 0.357] [lr 0.001977] [CE 3.998 (4.203)] [KD 3.319 (3.195)] +2024-10-17 14:15:00,827 - Train: 39.93% [499550/1251000] [399.3/1000.0] [batch_t 0.418 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.001977] [CE 4.584 (4.151)] [KD 3.151 (3.119)] +2024-10-17 14:15:22,289 - Train: 39.94% [499600/1251000] [399.4/1000.0] [batch_t 0.469 (0.429)] [data_t 0.016] [optim_t 0.453] [lr 0.001977] [CE 4.099 (4.168)] [KD 2.898 (3.149)] +2024-10-17 14:15:43,557 - Train: 39.94% [499650/1251000] [399.4/1000.0] [batch_t 0.391 (0.425)] [data_t 0.016] [optim_t 0.375] [lr 0.001977] [CE 4.612 (4.218)] [KD 3.579 (3.189)] +2024-10-17 14:16:05,422 - Train: 39.94% [499700/1251000] [399.4/1000.0] [batch_t 0.427 (0.437)] [data_t 0.015] [optim_t 0.411] [lr 0.001976] [CE 4.434 (4.183)] [KD 3.184 (3.211)] +2024-10-17 14:16:26,666 - Train: 39.95% [499750/1251000] [399.5/1000.0] [batch_t 0.402 (0.425)] [data_t 0.015] [optim_t 0.386] [lr 0.001976] [CE 4.101 (4.191)] [KD 3.415 (3.202)] +2024-10-17 14:16:47,835 - Train: 39.95% [499800/1251000] [399.5/1000.0] [batch_t 0.386 (0.423)] [data_t 0.015] [optim_t 0.370] [lr 0.001976] [CE 4.345 (4.168)] [KD 3.141 (3.158)] +2024-10-17 14:17:09,414 - Train: 39.96% [499850/1251000] [399.6/1000.0] [batch_t 0.386 (0.431)] [data_t 0.016] [optim_t 0.370] [lr 0.001976] [CE 4.010 (4.146)] [KD 3.129 (3.136)] +2024-10-17 14:17:30,804 - Train: 39.96% [499900/1251000] [399.6/1000.0] [batch_t 0.417 (0.428)] [data_t 0.015] [optim_t 0.402] [lr 0.001976] [CE 4.177 (4.247)] [KD 3.152 (3.236)] +2024-10-17 14:17:51,899 - Train: 39.96% [499950/1251000] [399.6/1000.0] [batch_t 0.419 (0.422)] [data_t 0.015] [optim_t 0.404] [lr 0.001975] [CE 3.543 (4.198)] [KD 2.978 (3.199)] +2024-10-17 14:18:13,173 - Train: 39.97% [500000/1251000] [399.7/1000.0] [batch_t 0.465 (0.425)] [data_t 0.015] [optim_t 0.449] [lr 0.001975] [CE 4.258 (4.260)] [KD 3.175 (3.242)] +2024-10-17 14:18:34,824 - Train: 39.97% [500050/1251000] [399.7/1000.0] [batch_t 0.390 (0.433)] [data_t 0.015] [optim_t 0.375] [lr 0.001975] [CE 3.888 (4.206)] [KD 2.937 (3.152)] +2024-10-17 14:18:56,294 - Train: 39.98% [500100/1251000] [399.8/1000.0] [batch_t 0.423 (0.429)] [data_t 0.016] [optim_t 0.408] [lr 0.001975] [CE 3.991 (4.197)] [KD 2.830 (3.178)] +2024-10-17 14:19:17,894 - Train: 39.98% [500150/1251000] [399.8/1000.0] [batch_t 0.434 (0.432)] [data_t 0.015] [optim_t 0.419] [lr 0.001975] [CE 4.354 (4.246)] [KD 3.095 (3.213)] +2024-10-17 14:19:39,217 - Train: 39.98% [500200/1251000] [399.8/1000.0] [batch_t 0.374 (0.426)] [data_t 0.015] [optim_t 0.359] [lr 0.001975] [CE 4.436 (4.222)] [KD 3.416 (3.188)] +2024-10-17 14:20:00,225 - Train: 39.99% [500250/1251000] [399.9/1000.0] [batch_t 0.404 (0.420)] [data_t 0.015] [optim_t 0.389] [lr 0.001974] [CE 4.619 (4.198)] [KD 3.324 (3.171)] +2024-10-17 14:20:21,391 - Train: 39.99% [500300/1251000] [399.9/1000.0] [batch_t 0.425 (0.423)] [data_t 0.015] [optim_t 0.410] [lr 0.001974] [CE 4.114 (4.169)] [KD 3.004 (3.184)] +2024-10-17 14:20:42,598 - Train: 40.00% [500350/1251000] [400.0/1000.0] [batch_t 0.403 (0.424)] [data_t 0.015] [optim_t 0.388] [lr 0.001974] [CE 3.948 (4.191)] [KD 3.228 (3.208)] +2024-10-17 14:21:02,979 - Train: 40.00% [500400/1251000] [400.0/1000.0] [batch_t 0.357 (0.408)] [data_t 0.015] [optim_t 0.342] [lr 0.001974] [CE 4.771 (4.252)] [KD 3.334 (3.165)] +2024-10-17 14:21:25,152 - Test (net): 100.00% [50/50] [batch_t 0.150 (0.440)] [top1_cnt 38257] [top5_cnt 46782] [top_all 50000] +2024-10-17 14:21:25,153 - net: 76.514 (93.564) +2024-10-17 14:21:47,023 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40221] [top5_cnt 47663] [top_all 50000] +2024-10-17 14:21:47,024 - net_E: 80.442 (95.326) +2024-10-17 14:21:47,193 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.516 (epoch: 399)] +2024-10-17 14:21:47,193 - ==> Total time: 2 days, 14:39:55 Eta: 3 days, 21:59:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 14:22:12,539 - Train: 40.00% [500450/1251000] [400.0/1000.0] [batch_t 0.453 (0.481)] [data_t 0.015] [optim_t 0.438] [lr 0.001974] [CE 4.331 (4.158)] [KD 3.257 (3.130)] +2024-10-17 14:22:33,891 - Train: 40.01% [500500/1251000] [400.1/1000.0] [batch_t 0.578 (0.427)] [data_t 0.015] [optim_t 0.563] [lr 0.001974] [CE 4.100 (4.229)] [KD 3.128 (3.179)] +2024-10-17 14:22:55,656 - Train: 40.01% [500550/1251000] [400.1/1000.0] [batch_t 0.481 (0.435)] [data_t 0.015] [optim_t 0.466] [lr 0.001973] [CE 4.563 (4.159)] [KD 3.066 (3.149)] +2024-10-17 14:23:16,717 - Train: 40.02% [500600/1251000] [400.2/1000.0] [batch_t 0.540 (0.421)] [data_t 0.015] [optim_t 0.525] [lr 0.001973] [CE 4.136 (4.288)] [KD 2.949 (3.245)] +2024-10-17 14:23:37,858 - Train: 40.02% [500650/1251000] [400.2/1000.0] [batch_t 0.443 (0.423)] [data_t 0.015] [optim_t 0.427] [lr 0.001973] [CE 4.265 (4.180)] [KD 3.342 (3.157)] +2024-10-17 14:23:59,432 - Train: 40.02% [500700/1251000] [400.2/1000.0] [batch_t 0.372 (0.431)] [data_t 0.015] [optim_t 0.357] [lr 0.001973] [CE 3.842 (4.125)] [KD 2.985 (3.186)] +2024-10-17 14:24:20,598 - Train: 40.03% [500750/1251000] [400.3/1000.0] [batch_t 0.463 (0.423)] [data_t 0.015] [optim_t 0.447] [lr 0.001973] [CE 3.829 (4.267)] [KD 2.930 (3.213)] +2024-10-17 14:24:41,719 - Train: 40.03% [500800/1251000] [400.3/1000.0] [batch_t 0.383 (0.422)] [data_t 0.015] [optim_t 0.368] [lr 0.001972] [CE 4.529 (4.206)] [KD 3.434 (3.193)] +2024-10-17 14:25:03,663 - Train: 40.04% [500850/1251000] [400.4/1000.0] [batch_t 0.435 (0.439)] [data_t 0.015] [optim_t 0.420] [lr 0.001972] [CE 4.407 (4.197)] [KD 3.275 (3.135)] +2024-10-17 14:25:25,896 - Train: 40.04% [500900/1251000] [400.4/1000.0] [batch_t 0.520 (0.445)] [data_t 0.015] [optim_t 0.505] [lr 0.001972] [CE 3.874 (4.250)] [KD 3.271 (3.236)] +2024-10-17 14:25:47,640 - Train: 40.04% [500950/1251000] [400.4/1000.0] [batch_t 0.449 (0.435)] [data_t 0.015] [optim_t 0.433] [lr 0.001972] [CE 4.008 (4.204)] [KD 2.977 (3.201)] +2024-10-17 14:26:09,296 - Train: 40.05% [501000/1251000] [400.5/1000.0] [batch_t 0.448 (0.433)] [data_t 0.015] [optim_t 0.432] [lr 0.001972] [CE 4.029 (4.209)] [KD 3.098 (3.142)] +2024-10-17 14:26:30,248 - Train: 40.05% [501050/1251000] [400.5/1000.0] [batch_t 0.407 (0.419)] [data_t 0.016] [optim_t 0.391] [lr 0.001972] [CE 4.584 (4.167)] [KD 3.378 (3.169)] +2024-10-17 14:26:51,269 - Train: 40.06% [501100/1251000] [400.6/1000.0] [batch_t 0.441 (0.420)] [data_t 0.015] [optim_t 0.426] [lr 0.001971] [CE 4.693 (4.193)] [KD 3.439 (3.165)] +2024-10-17 14:27:12,604 - Train: 40.06% [501150/1251000] [400.6/1000.0] [batch_t 0.437 (0.427)] [data_t 0.015] [optim_t 0.421] [lr 0.001971] [CE 3.977 (4.158)] [KD 2.991 (3.151)] +2024-10-17 14:27:34,008 - Train: 40.06% [501200/1251000] [400.6/1000.0] [batch_t 0.448 (0.428)] [data_t 0.015] [optim_t 0.433] [lr 0.001971] [CE 4.200 (4.181)] [KD 3.155 (3.165)] +2024-10-17 14:27:55,303 - Train: 40.07% [501250/1251000] [400.7/1000.0] [batch_t 0.416 (0.426)] [data_t 0.015] [optim_t 0.401] [lr 0.001971] [CE 4.080 (4.206)] [KD 3.280 (3.217)] +2024-10-17 14:28:16,741 - Train: 40.07% [501300/1251000] [400.7/1000.0] [batch_t 0.431 (0.429)] [data_t 0.016] [optim_t 0.416] [lr 0.001971] [CE 3.889 (4.183)] [KD 3.108 (3.190)] +2024-10-17 14:28:38,177 - Train: 40.08% [501350/1251000] [400.8/1000.0] [batch_t 0.407 (0.429)] [data_t 0.015] [optim_t 0.392] [lr 0.001971] [CE 4.398 (4.187)] [KD 3.295 (3.161)] +2024-10-17 14:28:59,207 - Train: 40.08% [501400/1251000] [400.8/1000.0] [batch_t 0.410 (0.420)] [data_t 0.016] [optim_t 0.395] [lr 0.001970] [CE 4.713 (4.153)] [KD 3.469 (3.137)] +2024-10-17 14:29:21,159 - Train: 40.08% [501450/1251000] [400.8/1000.0] [batch_t 0.464 (0.439)] [data_t 0.015] [optim_t 0.449] [lr 0.001970] [CE 4.196 (4.183)] [KD 3.023 (3.146)] +2024-10-17 14:29:43,314 - Train: 40.09% [501500/1251000] [400.9/1000.0] [batch_t 0.417 (0.443)] [data_t 0.015] [optim_t 0.402] [lr 0.001970] [CE 4.466 (4.208)] [KD 3.328 (3.160)] +2024-10-17 14:30:05,569 - Train: 40.09% [501550/1251000] [400.9/1000.0] [batch_t 0.468 (0.445)] [data_t 0.015] [optim_t 0.452] [lr 0.001970] [CE 4.442 (4.245)] [KD 3.304 (3.222)] +2024-10-17 14:30:27,734 - Train: 40.10% [501600/1251000] [401.0/1000.0] [batch_t 0.417 (0.443)] [data_t 0.015] [optim_t 0.402] [lr 0.001970] [CE 4.072 (4.211)] [KD 3.187 (3.180)] +2024-10-17 14:30:49,012 - Train: 40.10% [501650/1251000] [401.0/1000.0] [batch_t 0.357 (0.425)] [data_t 0.015] [optim_t 0.341] [lr 0.001969] [CE 4.330 (4.179)] [KD 3.228 (3.138)] +2024-10-17 14:31:10,574 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 38322] [top5_cnt 46779] [top_all 50000] +2024-10-17 14:31:10,574 - net: 76.644 (93.558) +2024-10-17 14:31:31,939 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40222] [top5_cnt 47671] [top_all 50000] +2024-10-17 14:31:31,939 - net_E: 80.444 (95.342) +2024-10-17 14:31:32,079 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.516 (epoch: 399)] +2024-10-17 14:31:32,079 - ==> Total time: 2 days, 14:49:40 Eta: 3 days, 21:51:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 14:31:57,587 - Train: 40.10% [501700/1251000] [401.0/1000.0] [batch_t 0.466 (0.490)] [data_t 0.016] [optim_t 0.450] [lr 0.001969] [CE 4.251 (4.203)] [KD 3.116 (3.097)] +2024-10-17 14:32:19,510 - Train: 40.11% [501750/1251000] [401.1/1000.0] [batch_t 0.525 (0.438)] [data_t 0.016] [optim_t 0.510] [lr 0.001969] [CE 3.808 (4.198)] [KD 2.928 (3.125)] +2024-10-17 14:32:41,082 - Train: 40.11% [501800/1251000] [401.1/1000.0] [batch_t 0.431 (0.431)] [data_t 0.015] [optim_t 0.415] [lr 0.001969] [CE 3.980 (4.198)] [KD 3.012 (3.159)] +2024-10-17 14:33:02,812 - Train: 40.12% [501850/1251000] [401.2/1000.0] [batch_t 0.469 (0.434)] [data_t 0.015] [optim_t 0.453] [lr 0.001969] [CE 4.114 (4.157)] [KD 3.130 (3.151)] +2024-10-17 14:33:23,120 - Train: 40.12% [501900/1251000] [401.2/1000.0] [batch_t 0.410 (0.406)] [data_t 0.015] [optim_t 0.395] [lr 0.001969] [CE 3.992 (4.175)] [KD 3.000 (3.169)] +2024-10-17 14:33:43,999 - Train: 40.12% [501950/1251000] [401.2/1000.0] [batch_t 0.419 (0.417)] [data_t 0.015] [optim_t 0.404] [lr 0.001968] [CE 3.858 (4.152)] [KD 3.015 (3.144)] +2024-10-17 14:34:05,400 - Train: 40.13% [502000/1251000] [401.3/1000.0] [batch_t 0.362 (0.428)] [data_t 0.016] [optim_t 0.346] [lr 0.001968] [CE 4.496 (4.175)] [KD 3.152 (3.163)] +2024-10-17 14:34:25,648 - Train: 40.13% [502050/1251000] [401.3/1000.0] [batch_t 0.389 (0.405)] [data_t 0.015] [optim_t 0.374] [lr 0.001968] [CE 4.283 (4.139)] [KD 3.166 (3.118)] +2024-10-17 14:34:45,842 - Train: 40.14% [502100/1251000] [401.4/1000.0] [batch_t 0.363 (0.404)] [data_t 0.015] [optim_t 0.347] [lr 0.001968] [CE 4.356 (4.233)] [KD 3.142 (3.183)] +2024-10-17 14:35:06,714 - Train: 40.14% [502150/1251000] [401.4/1000.0] [batch_t 0.363 (0.417)] [data_t 0.016] [optim_t 0.348] [lr 0.001968] [CE 4.430 (4.112)] [KD 3.292 (3.093)] +2024-10-17 14:35:27,678 - Train: 40.14% [502200/1251000] [401.4/1000.0] [batch_t 0.401 (0.419)] [data_t 0.016] [optim_t 0.385] [lr 0.001968] [CE 3.861 (4.192)] [KD 3.088 (3.144)] +2024-10-17 14:35:48,659 - Train: 40.15% [502250/1251000] [401.5/1000.0] [batch_t 0.407 (0.420)] [data_t 0.015] [optim_t 0.391] [lr 0.001967] [CE 4.075 (4.253)] [KD 3.009 (3.199)] +2024-10-17 14:36:09,211 - Train: 40.15% [502300/1251000] [401.5/1000.0] [batch_t 0.396 (0.411)] [data_t 0.015] [optim_t 0.381] [lr 0.001967] [CE 3.579 (4.182)] [KD 2.869 (3.139)] +2024-10-17 14:36:30,209 - Train: 40.16% [502350/1251000] [401.6/1000.0] [batch_t 0.595 (0.420)] [data_t 0.015] [optim_t 0.579] [lr 0.001967] [CE 3.913 (4.241)] [KD 3.079 (3.186)] +2024-10-17 14:36:51,697 - Train: 40.16% [502400/1251000] [401.6/1000.0] [batch_t 0.385 (0.430)] [data_t 0.016] [optim_t 0.370] [lr 0.001967] [CE 4.151 (4.207)] [KD 2.894 (3.187)] +2024-10-17 14:37:12,664 - Train: 40.16% [502450/1251000] [401.6/1000.0] [batch_t 0.447 (0.419)] [data_t 0.015] [optim_t 0.432] [lr 0.001967] [CE 4.218 (4.156)] [KD 3.212 (3.156)] +2024-10-17 14:37:33,822 - Train: 40.17% [502500/1251000] [401.7/1000.0] [batch_t 0.425 (0.423)] [data_t 0.015] [optim_t 0.410] [lr 0.001966] [CE 4.590 (4.212)] [KD 3.472 (3.185)] +2024-10-17 14:37:54,675 - Train: 40.17% [502550/1251000] [401.7/1000.0] [batch_t 0.410 (0.417)] [data_t 0.015] [optim_t 0.394] [lr 0.001966] [CE 4.417 (4.214)] [KD 3.247 (3.193)] +2024-10-17 14:38:15,814 - Train: 40.18% [502600/1251000] [401.8/1000.0] [batch_t 0.459 (0.423)] [data_t 0.015] [optim_t 0.443] [lr 0.001966] [CE 4.921 (4.200)] [KD 3.594 (3.157)] +2024-10-17 14:38:36,850 - Train: 40.18% [502650/1251000] [401.8/1000.0] [batch_t 0.399 (0.421)] [data_t 0.015] [optim_t 0.383] [lr 0.001966] [CE 3.990 (4.263)] [KD 3.189 (3.243)] +2024-10-17 14:38:58,376 - Train: 40.18% [502700/1251000] [401.8/1000.0] [batch_t 0.462 (0.430)] [data_t 0.015] [optim_t 0.446] [lr 0.001966] [CE 4.200 (4.212)] [KD 3.076 (3.173)] +2024-10-17 14:39:19,762 - Train: 40.19% [502750/1251000] [401.9/1000.0] [batch_t 0.422 (0.428)] [data_t 0.015] [optim_t 0.407] [lr 0.001966] [CE 3.842 (4.225)] [KD 3.007 (3.229)] +2024-10-17 14:39:40,961 - Train: 40.19% [502800/1251000] [401.9/1000.0] [batch_t 0.473 (0.424)] [data_t 0.015] [optim_t 0.458] [lr 0.001965] [CE 4.017 (4.246)] [KD 3.174 (3.204)] +2024-10-17 14:40:02,214 - Train: 40.20% [502850/1251000] [402.0/1000.0] [batch_t 0.475 (0.425)] [data_t 0.015] [optim_t 0.460] [lr 0.001965] [CE 4.336 (4.204)] [KD 3.338 (3.194)] +2024-10-17 14:40:22,701 - Train: 40.20% [502900/1251000] [402.0/1000.0] [batch_t 0.365 (0.410)] [data_t 0.015] [optim_t 0.350] [lr 0.001965] [CE 3.903 (4.130)] [KD 3.231 (3.128)] +2024-10-17 14:40:45,208 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 37955] [top5_cnt 46610] [top_all 50000] +2024-10-17 14:40:45,209 - net: 75.910 (93.220) +2024-10-17 14:41:06,621 - Test (net_E): 100.00% [50/50] [batch_t 0.138 (0.422)] [top1_cnt 40213] [top5_cnt 47646] [top_all 50000] +2024-10-17 14:41:06,622 - net_E: 80.426 (95.292) +2024-10-17 14:41:06,780 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.516 (epoch: 399)] +2024-10-17 14:41:06,780 - ==> Total time: 2 days, 14:59:15 Eta: 3 days, 21:41:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 14:41:31,302 - Train: 40.20% [502950/1251000] [402.0/1000.0] [batch_t 0.452 (0.477)] [data_t 0.016] [optim_t 0.437] [lr 0.001965] [CE 4.599 (4.122)] [KD 3.423 (3.116)] +2024-10-17 14:41:52,753 - Train: 40.21% [503000/1251000] [402.1/1000.0] [batch_t 0.454 (0.429)] [data_t 0.016] [optim_t 0.438] [lr 0.001965] [CE 4.093 (4.193)] [KD 3.186 (3.140)] +2024-10-17 14:42:14,458 - Train: 40.21% [503050/1251000] [402.1/1000.0] [batch_t 0.366 (0.434)] [data_t 0.015] [optim_t 0.350] [lr 0.001964] [CE 4.625 (4.204)] [KD 3.330 (3.154)] +2024-10-17 14:42:36,219 - Train: 40.22% [503100/1251000] [402.2/1000.0] [batch_t 0.388 (0.435)] [data_t 0.015] [optim_t 0.373] [lr 0.001964] [CE 4.345 (4.179)] [KD 3.244 (3.174)] +2024-10-17 14:42:58,438 - Train: 40.22% [503150/1251000] [402.2/1000.0] [batch_t 0.476 (0.444)] [data_t 0.015] [optim_t 0.460] [lr 0.001964] [CE 4.364 (4.186)] [KD 3.167 (3.167)] +2024-10-17 14:43:19,981 - Train: 40.22% [503200/1251000] [402.2/1000.0] [batch_t 0.487 (0.431)] [data_t 0.015] [optim_t 0.472] [lr 0.001964] [CE 4.159 (4.197)] [KD 3.144 (3.126)] +2024-10-17 14:43:41,501 - Train: 40.23% [503250/1251000] [402.3/1000.0] [batch_t 0.456 (0.430)] [data_t 0.015] [optim_t 0.440] [lr 0.001964] [CE 3.928 (4.136)] [KD 2.844 (3.140)] +2024-10-17 14:44:02,814 - Train: 40.23% [503300/1251000] [402.3/1000.0] [batch_t 0.427 (0.426)] [data_t 0.015] [optim_t 0.412] [lr 0.001964] [CE 4.028 (4.168)] [KD 3.367 (3.138)] +2024-10-17 14:44:24,730 - Train: 40.24% [503350/1251000] [402.4/1000.0] [batch_t 0.464 (0.438)] [data_t 0.015] [optim_t 0.449] [lr 0.001963] [CE 4.339 (4.151)] [KD 3.254 (3.169)] +2024-10-17 14:44:46,143 - Train: 40.24% [503400/1251000] [402.4/1000.0] [batch_t 0.447 (0.428)] [data_t 0.016] [optim_t 0.432] [lr 0.001963] [CE 4.481 (4.152)] [KD 3.416 (3.149)] +2024-10-17 14:45:08,194 - Train: 40.24% [503450/1251000] [402.4/1000.0] [batch_t 0.507 (0.441)] [data_t 0.016] [optim_t 0.491] [lr 0.001963] [CE 4.628 (4.178)] [KD 3.424 (3.155)] +2024-10-17 14:45:29,482 - Train: 40.25% [503500/1251000] [402.5/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.001963] [CE 4.279 (4.185)] [KD 3.065 (3.141)] +2024-10-17 14:45:50,393 - Train: 40.25% [503550/1251000] [402.5/1000.0] [batch_t 0.477 (0.418)] [data_t 0.015] [optim_t 0.462] [lr 0.001963] [CE 3.760 (4.214)] [KD 2.971 (3.190)] +2024-10-17 14:46:12,628 - Train: 40.26% [503600/1251000] [402.6/1000.0] [batch_t 0.526 (0.445)] [data_t 0.015] [optim_t 0.511] [lr 0.001963] [CE 4.470 (4.122)] [KD 3.320 (3.153)] +2024-10-17 14:46:33,966 - Train: 40.26% [503650/1251000] [402.6/1000.0] [batch_t 0.478 (0.427)] [data_t 0.015] [optim_t 0.463] [lr 0.001962] [CE 4.098 (4.167)] [KD 3.133 (3.165)] +2024-10-17 14:46:55,628 - Train: 40.26% [503700/1251000] [402.6/1000.0] [batch_t 0.411 (0.433)] [data_t 0.015] [optim_t 0.396] [lr 0.001962] [CE 4.127 (4.183)] [KD 3.247 (3.142)] +2024-10-17 14:47:17,180 - Train: 40.27% [503750/1251000] [402.7/1000.0] [batch_t 0.494 (0.431)] [data_t 0.015] [optim_t 0.478] [lr 0.001962] [CE 3.838 (4.171)] [KD 2.973 (3.154)] +2024-10-17 14:47:38,801 - Train: 40.27% [503800/1251000] [402.7/1000.0] [batch_t 0.504 (0.432)] [data_t 0.015] [optim_t 0.488] [lr 0.001962] [CE 4.410 (4.173)] [KD 3.220 (3.136)] +2024-10-17 14:48:00,120 - Train: 40.28% [503850/1251000] [402.8/1000.0] [batch_t 0.458 (0.426)] [data_t 0.015] [optim_t 0.443] [lr 0.001962] [CE 4.085 (4.103)] [KD 3.167 (3.173)] +2024-10-17 14:48:21,384 - Train: 40.28% [503900/1251000] [402.8/1000.0] [batch_t 0.425 (0.425)] [data_t 0.015] [optim_t 0.409] [lr 0.001961] [CE 4.168 (4.199)] [KD 3.293 (3.185)] +2024-10-17 14:48:42,622 - Train: 40.28% [503950/1251000] [402.8/1000.0] [batch_t 0.492 (0.425)] [data_t 0.015] [optim_t 0.476] [lr 0.001961] [CE 3.847 (4.216)] [KD 3.043 (3.169)] +2024-10-17 14:49:03,933 - Train: 40.29% [504000/1251000] [402.9/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.348] [lr 0.001961] [CE 3.950 (4.252)] [KD 3.077 (3.217)] +2024-10-17 14:49:26,002 - Train: 40.29% [504050/1251000] [402.9/1000.0] [batch_t 0.430 (0.441)] [data_t 0.015] [optim_t 0.415] [lr 0.001961] [CE 4.018 (4.164)] [KD 2.841 (3.158)] +2024-10-17 14:49:47,996 - Train: 40.30% [504100/1251000] [403.0/1000.0] [batch_t 0.456 (0.440)] [data_t 0.015] [optim_t 0.441] [lr 0.001961] [CE 3.630 (4.124)] [KD 2.919 (3.135)] +2024-10-17 14:50:09,149 - Train: 40.30% [504150/1251000] [403.0/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.001961] [CE 4.424 (4.270)] [KD 3.343 (3.247)] +2024-10-17 14:50:31,534 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 38416] [top5_cnt 46811] [top_all 50000] +2024-10-17 14:50:31,534 - net: 76.832 (93.622) +2024-10-17 14:50:52,488 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 40211] [top5_cnt 47650] [top_all 50000] +2024-10-17 14:50:52,489 - net_E: 80.422 (95.300) +2024-10-17 14:50:52,655 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.516 (epoch: 399)] +2024-10-17 14:50:52,656 - ==> Total time: 2 days, 15:09:01 Eta: 3 days, 21:33:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 14:51:16,723 - Train: 40.30% [504200/1251000] [403.0/1000.0] [batch_t 0.401 (0.483)] [data_t 0.015] [optim_t 0.385] [lr 0.001960] [CE 4.128 (4.239)] [KD 3.189 (3.149)] +2024-10-17 14:51:38,912 - Train: 40.31% [504250/1251000] [403.1/1000.0] [batch_t 0.426 (0.444)] [data_t 0.015] [optim_t 0.410] [lr 0.001960] [CE 4.154 (4.198)] [KD 3.041 (3.163)] +2024-10-17 14:52:00,274 - Train: 40.31% [504300/1251000] [403.1/1000.0] [batch_t 0.431 (0.427)] [data_t 0.015] [optim_t 0.416] [lr 0.001960] [CE 4.634 (4.171)] [KD 3.448 (3.155)] +2024-10-17 14:52:21,487 - Train: 40.32% [504350/1251000] [403.2/1000.0] [batch_t 0.497 (0.424)] [data_t 0.016] [optim_t 0.481] [lr 0.001960] [CE 4.383 (4.192)] [KD 3.446 (3.171)] +2024-10-17 14:52:42,518 - Train: 40.32% [504400/1251000] [403.2/1000.0] [batch_t 0.430 (0.421)] [data_t 0.016] [optim_t 0.415] [lr 0.001960] [CE 4.467 (4.201)] [KD 3.135 (3.164)] +2024-10-17 14:53:04,083 - Train: 40.32% [504450/1251000] [403.2/1000.0] [batch_t 0.406 (0.431)] [data_t 0.016] [optim_t 0.390] [lr 0.001960] [CE 4.096 (4.220)] [KD 2.913 (3.179)] +2024-10-17 14:53:25,531 - Train: 40.33% [504500/1251000] [403.3/1000.0] [batch_t 0.391 (0.429)] [data_t 0.015] [optim_t 0.376] [lr 0.001959] [CE 3.775 (4.217)] [KD 2.899 (3.138)] +2024-10-17 14:53:47,182 - Train: 40.33% [504550/1251000] [403.3/1000.0] [batch_t 0.454 (0.433)] [data_t 0.015] [optim_t 0.438] [lr 0.001959] [CE 4.706 (4.183)] [KD 3.500 (3.155)] +2024-10-17 14:54:07,382 - Train: 40.34% [504600/1251000] [403.4/1000.0] [batch_t 0.450 (0.404)] [data_t 0.015] [optim_t 0.434] [lr 0.001959] [CE 4.582 (4.177)] [KD 3.202 (3.109)] +2024-10-17 14:54:28,569 - Train: 40.34% [504650/1251000] [403.4/1000.0] [batch_t 0.483 (0.424)] [data_t 0.015] [optim_t 0.468] [lr 0.001959] [CE 4.566 (4.173)] [KD 3.145 (3.136)] +2024-10-17 14:54:50,399 - Train: 40.34% [504700/1251000] [403.4/1000.0] [batch_t 0.454 (0.437)] [data_t 0.015] [optim_t 0.439] [lr 0.001959] [CE 4.148 (4.146)] [KD 3.236 (3.133)] +2024-10-17 14:55:10,998 - Train: 40.35% [504750/1251000] [403.5/1000.0] [batch_t 0.440 (0.412)] [data_t 0.015] [optim_t 0.424] [lr 0.001958] [CE 4.551 (4.159)] [KD 3.223 (3.128)] +2024-10-17 14:55:31,973 - Train: 40.35% [504800/1251000] [403.5/1000.0] [batch_t 0.451 (0.419)] [data_t 0.015] [optim_t 0.435] [lr 0.001958] [CE 4.277 (4.229)] [KD 3.133 (3.168)] +2024-10-17 14:55:53,166 - Train: 40.36% [504850/1251000] [403.6/1000.0] [batch_t 0.423 (0.424)] [data_t 0.015] [optim_t 0.408] [lr 0.001958] [CE 4.350 (4.121)] [KD 3.237 (3.165)] +2024-10-17 14:56:14,939 - Train: 40.36% [504900/1251000] [403.6/1000.0] [batch_t 0.391 (0.435)] [data_t 0.015] [optim_t 0.376] [lr 0.001958] [CE 4.135 (4.248)] [KD 3.004 (3.205)] +2024-10-17 14:56:36,647 - Train: 40.36% [504950/1251000] [403.6/1000.0] [batch_t 0.429 (0.434)] [data_t 0.015] [optim_t 0.413] [lr 0.001958] [CE 4.420 (4.201)] [KD 3.247 (3.170)] +2024-10-17 14:56:58,265 - Train: 40.37% [505000/1251000] [403.7/1000.0] [batch_t 0.500 (0.432)] [data_t 0.016] [optim_t 0.484] [lr 0.001958] [CE 3.569 (4.139)] [KD 2.946 (3.172)] +2024-10-17 14:57:19,274 - Train: 40.37% [505050/1251000] [403.7/1000.0] [batch_t 0.425 (0.420)] [data_t 0.016] [optim_t 0.409] [lr 0.001957] [CE 4.290 (4.133)] [KD 3.360 (3.151)] +2024-10-17 14:57:40,216 - Train: 40.38% [505100/1251000] [403.8/1000.0] [batch_t 0.403 (0.419)] [data_t 0.016] [optim_t 0.388] [lr 0.001957] [CE 4.058 (4.230)] [KD 3.188 (3.202)] +2024-10-17 14:58:01,252 - Train: 40.38% [505150/1251000] [403.8/1000.0] [batch_t 0.443 (0.421)] [data_t 0.016] [optim_t 0.427] [lr 0.001957] [CE 4.023 (4.167)] [KD 2.913 (3.213)] +2024-10-17 14:58:22,305 - Train: 40.38% [505200/1251000] [403.8/1000.0] [batch_t 0.402 (0.421)] [data_t 0.015] [optim_t 0.387] [lr 0.001957] [CE 4.397 (4.199)] [KD 3.367 (3.195)] +2024-10-17 14:58:43,207 - Train: 40.39% [505250/1251000] [403.9/1000.0] [batch_t 0.364 (0.418)] [data_t 0.016] [optim_t 0.348] [lr 0.001957] [CE 3.870 (4.226)] [KD 3.004 (3.180)] +2024-10-17 14:59:04,756 - Train: 40.39% [505300/1251000] [403.9/1000.0] [batch_t 0.440 (0.431)] [data_t 0.016] [optim_t 0.424] [lr 0.001956] [CE 3.861 (4.200)] [KD 3.092 (3.162)] +2024-10-17 14:59:26,855 - Train: 40.40% [505350/1251000] [404.0/1000.0] [batch_t 0.398 (0.442)] [data_t 0.016] [optim_t 0.383] [lr 0.001956] [CE 4.022 (4.199)] [KD 2.956 (3.193)] +2024-10-17 14:59:48,152 - Train: 40.40% [505400/1251000] [404.0/1000.0] [batch_t 0.359 (0.426)] [data_t 0.015] [optim_t 0.344] [lr 0.001956] [CE 4.496 (4.179)] [KD 3.475 (3.171)] +2024-10-17 15:00:10,748 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 37743] [top5_cnt 46539] [top_all 50000] +2024-10-17 15:00:10,749 - net: 75.486 (93.078) +2024-10-17 15:00:31,837 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 40243] [top5_cnt 47668] [top_all 50000] +2024-10-17 15:00:31,837 - net_E: 80.486 (95.336) +2024-10-17 15:00:32,009 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.516 (epoch: 399)] +2024-10-17 15:00:32,009 - ==> Total time: 2 days, 15:18:40 Eta: 3 days, 21:23:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 15:00:55,815 - Train: 40.40% [505450/1251000] [404.0/1000.0] [batch_t 0.504 (0.486)] [data_t 0.015] [optim_t 0.488] [lr 0.001956] [CE 3.941 (4.204)] [KD 3.039 (3.162)] +2024-10-17 15:01:18,202 - Train: 40.41% [505500/1251000] [404.1/1000.0] [batch_t 0.431 (0.448)] [data_t 0.015] [optim_t 0.416] [lr 0.001956] [CE 4.012 (4.160)] [KD 2.883 (3.115)] +2024-10-17 15:01:39,841 - Train: 40.41% [505550/1251000] [404.1/1000.0] [batch_t 0.385 (0.433)] [data_t 0.015] [optim_t 0.370] [lr 0.001956] [CE 3.829 (4.153)] [KD 3.045 (3.145)] +2024-10-17 15:02:00,385 - Train: 40.42% [505600/1251000] [404.2/1000.0] [batch_t 0.411 (0.411)] [data_t 0.016] [optim_t 0.395] [lr 0.001955] [CE 3.643 (4.180)] [KD 2.953 (3.180)] +2024-10-17 15:02:21,409 - Train: 40.42% [505650/1251000] [404.2/1000.0] [batch_t 0.370 (0.420)] [data_t 0.016] [optim_t 0.354] [lr 0.001955] [CE 4.118 (4.148)] [KD 3.024 (3.159)] +2024-10-17 15:02:42,924 - Train: 40.42% [505700/1251000] [404.2/1000.0] [batch_t 0.369 (0.430)] [data_t 0.015] [optim_t 0.354] [lr 0.001955] [CE 4.522 (4.195)] [KD 3.279 (3.200)] +2024-10-17 15:03:04,768 - Train: 40.43% [505750/1251000] [404.3/1000.0] [batch_t 0.370 (0.437)] [data_t 0.016] [optim_t 0.354] [lr 0.001955] [CE 4.012 (4.239)] [KD 2.974 (3.147)] +2024-10-17 15:03:26,220 - Train: 40.43% [505800/1251000] [404.3/1000.0] [batch_t 0.362 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.001955] [CE 4.527 (4.154)] [KD 3.550 (3.165)] +2024-10-17 15:03:47,119 - Train: 40.44% [505850/1251000] [404.4/1000.0] [batch_t 0.408 (0.418)] [data_t 0.016] [optim_t 0.392] [lr 0.001955] [CE 4.386 (4.183)] [KD 3.043 (3.151)] +2024-10-17 15:04:08,243 - Train: 40.44% [505900/1251000] [404.4/1000.0] [batch_t 0.449 (0.422)] [data_t 0.016] [optim_t 0.433] [lr 0.001954] [CE 4.299 (4.270)] [KD 3.166 (3.170)] +2024-10-17 15:04:29,375 - Train: 40.44% [505950/1251000] [404.4/1000.0] [batch_t 0.369 (0.423)] [data_t 0.016] [optim_t 0.354] [lr 0.001954] [CE 4.374 (4.157)] [KD 3.378 (3.124)] +2024-10-17 15:04:50,711 - Train: 40.45% [506000/1251000] [404.5/1000.0] [batch_t 0.424 (0.427)] [data_t 0.081] [optim_t 0.343] [lr 0.001954] [CE 3.752 (4.176)] [KD 2.907 (3.142)] +2024-10-17 15:05:12,367 - Train: 40.45% [506050/1251000] [404.5/1000.0] [batch_t 0.409 (0.433)] [data_t 0.062] [optim_t 0.346] [lr 0.001954] [CE 4.214 (4.196)] [KD 3.036 (3.165)] +2024-10-17 15:05:34,269 - Train: 40.46% [506100/1251000] [404.6/1000.0] [batch_t 0.432 (0.438)] [data_t 0.087] [optim_t 0.345] [lr 0.001954] [CE 4.666 (4.235)] [KD 3.380 (3.172)] +2024-10-17 15:05:56,259 - Train: 40.46% [506150/1251000] [404.6/1000.0] [batch_t 0.391 (0.440)] [data_t 0.048] [optim_t 0.344] [lr 0.001953] [CE 4.123 (4.185)] [KD 3.019 (3.117)] +2024-10-17 15:06:17,809 - Train: 40.46% [506200/1251000] [404.6/1000.0] [batch_t 0.439 (0.431)] [data_t 0.097] [optim_t 0.342] [lr 0.001953] [CE 4.388 (4.135)] [KD 3.218 (3.129)] +2024-10-17 15:06:39,677 - Train: 40.47% [506250/1251000] [404.7/1000.0] [batch_t 0.431 (0.437)] [data_t 0.089] [optim_t 0.342] [lr 0.001953] [CE 4.669 (4.215)] [KD 3.433 (3.143)] +2024-10-17 15:07:00,710 - Train: 40.47% [506300/1251000] [404.7/1000.0] [batch_t 0.362 (0.421)] [data_t 0.019] [optim_t 0.342] [lr 0.001953] [CE 4.500 (4.253)] [KD 3.414 (3.207)] +2024-10-17 15:07:21,812 - Train: 40.48% [506350/1251000] [404.8/1000.0] [batch_t 0.368 (0.422)] [data_t 0.015] [optim_t 0.353] [lr 0.001953] [CE 4.156 (4.121)] [KD 3.102 (3.159)] +2024-10-17 15:07:42,695 - Train: 40.48% [506400/1251000] [404.8/1000.0] [batch_t 0.435 (0.418)] [data_t 0.090] [optim_t 0.344] [lr 0.001953] [CE 4.338 (4.233)] [KD 3.055 (3.213)] +2024-10-17 15:08:04,419 - Train: 40.48% [506450/1251000] [404.8/1000.0] [batch_t 0.393 (0.434)] [data_t 0.048] [optim_t 0.346] [lr 0.001952] [CE 4.337 (4.233)] [KD 3.191 (3.200)] +2024-10-17 15:08:25,606 - Train: 40.49% [506500/1251000] [404.9/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.001952] [CE 4.321 (4.247)] [KD 3.128 (3.206)] +2024-10-17 15:08:47,037 - Train: 40.49% [506550/1251000] [404.9/1000.0] [batch_t 0.490 (0.429)] [data_t 0.015] [optim_t 0.475] [lr 0.001952] [CE 4.456 (4.195)] [KD 3.266 (3.120)] +2024-10-17 15:09:08,783 - Train: 40.50% [506600/1251000] [405.0/1000.0] [batch_t 0.430 (0.435)] [data_t 0.016] [optim_t 0.414] [lr 0.001952] [CE 4.135 (4.269)] [KD 3.110 (3.233)] +2024-10-17 15:09:29,784 - Train: 40.50% [506650/1251000] [405.0/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.001952] [CE 4.389 (4.212)] [KD 3.103 (3.180)] +2024-10-17 15:09:53,162 - Test (net): 100.00% [50/50] [batch_t 0.153 (0.427)] [top1_cnt 38115] [top5_cnt 46684] [top_all 50000] +2024-10-17 15:09:53,163 - net: 76.230 (93.368) +2024-10-17 15:10:14,581 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40259] [top5_cnt 47676] [top_all 50000] +2024-10-17 15:10:14,581 - net_E: 80.518 (95.352) +2024-10-17 15:10:14,725 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.518 (epoch: 405)] +2024-10-17 15:10:14,726 - ==> Total time: 2 days, 15:28:23 Eta: 3 days, 21:15:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 15:10:39,536 - Train: 40.50% [506700/1251000] [405.0/1000.0] [batch_t 0.948 (0.423)] [data_t 0.137] [optim_t 0.811] [lr 0.001951] [CE 4.527 (4.154)] [KD 3.177 (3.122)] +2024-10-17 15:11:00,705 - Train: 40.51% [506750/1251000] [405.1/1000.0] [batch_t 0.455 (0.423)] [data_t 0.112] [optim_t 0.343] [lr 0.001951] [CE 4.384 (4.133)] [KD 3.266 (3.088)] +2024-10-17 15:11:22,845 - Train: 40.51% [506800/1251000] [405.1/1000.0] [batch_t 0.462 (0.443)] [data_t 0.116] [optim_t 0.346] [lr 0.001951] [CE 3.761 (4.128)] [KD 2.810 (3.103)] +2024-10-17 15:11:43,768 - Train: 40.52% [506850/1251000] [405.2/1000.0] [batch_t 0.394 (0.418)] [data_t 0.045] [optim_t 0.349] [lr 0.001951] [CE 4.698 (4.250)] [KD 3.238 (3.187)] +2024-10-17 15:12:04,618 - Train: 40.52% [506900/1251000] [405.2/1000.0] [batch_t 0.409 (0.417)] [data_t 0.064] [optim_t 0.345] [lr 0.001951] [CE 4.274 (4.108)] [KD 3.173 (3.065)] +2024-10-17 15:12:25,646 - Train: 40.52% [506950/1251000] [405.2/1000.0] [batch_t 0.364 (0.420)] [data_t 0.015] [optim_t 0.349] [lr 0.001951] [CE 3.947 (4.195)] [KD 3.024 (3.138)] +2024-10-17 15:12:47,254 - Train: 40.53% [507000/1251000] [405.3/1000.0] [batch_t 0.391 (0.432)] [data_t 0.044] [optim_t 0.347] [lr 0.001950] [CE 3.534 (4.192)] [KD 2.699 (3.116)] +2024-10-17 15:13:08,391 - Train: 40.53% [507050/1251000] [405.3/1000.0] [batch_t 0.394 (0.423)] [data_t 0.048] [optim_t 0.345] [lr 0.001950] [CE 4.094 (4.200)] [KD 3.200 (3.174)] +2024-10-17 15:13:29,521 - Train: 40.54% [507100/1251000] [405.4/1000.0] [batch_t 0.804 (0.422)] [data_t 0.460] [optim_t 0.344] [lr 0.001950] [CE 3.906 (4.193)] [KD 2.996 (3.143)] +2024-10-17 15:13:49,945 - Train: 40.54% [507150/1251000] [405.4/1000.0] [batch_t 0.371 (0.408)] [data_t 0.028] [optim_t 0.343] [lr 0.001950] [CE 4.116 (4.212)] [KD 3.053 (3.212)] +2024-10-17 15:14:11,036 - Train: 40.54% [507200/1251000] [405.4/1000.0] [batch_t 0.505 (0.422)] [data_t 0.159] [optim_t 0.346] [lr 0.001950] [CE 4.029 (4.232)] [KD 3.113 (3.160)] +2024-10-17 15:14:31,939 - Train: 40.55% [507250/1251000] [405.5/1000.0] [batch_t 0.395 (0.418)] [data_t 0.051] [optim_t 0.343] [lr 0.001950] [CE 4.084 (4.221)] [KD 3.093 (3.151)] +2024-10-17 15:14:53,166 - Train: 40.55% [507300/1251000] [405.5/1000.0] [batch_t 0.450 (0.424)] [data_t 0.107] [optim_t 0.343] [lr 0.001949] [CE 3.972 (4.152)] [KD 3.102 (3.123)] +2024-10-17 15:15:14,830 - Train: 40.56% [507350/1251000] [405.6/1000.0] [batch_t 0.404 (0.433)] [data_t 0.016] [optim_t 0.388] [lr 0.001949] [CE 4.118 (4.135)] [KD 3.297 (3.106)] +2024-10-17 15:15:36,637 - Train: 40.56% [507400/1251000] [405.6/1000.0] [batch_t 0.409 (0.436)] [data_t 0.015] [optim_t 0.394] [lr 0.001949] [CE 4.379 (4.146)] [KD 3.329 (3.123)] +2024-10-17 15:15:58,152 - Train: 40.56% [507450/1251000] [405.6/1000.0] [batch_t 0.420 (0.430)] [data_t 0.015] [optim_t 0.405] [lr 0.001949] [CE 4.395 (4.213)] [KD 3.214 (3.147)] +2024-10-17 15:16:19,816 - Train: 40.57% [507500/1251000] [405.7/1000.0] [batch_t 0.417 (0.433)] [data_t 0.015] [optim_t 0.401] [lr 0.001949] [CE 3.938 (4.111)] [KD 2.935 (3.114)] +2024-10-17 15:16:41,172 - Train: 40.57% [507550/1251000] [405.7/1000.0] [batch_t 0.377 (0.427)] [data_t 0.015] [optim_t 0.361] [lr 0.001948] [CE 4.253 (4.177)] [KD 3.147 (3.164)] +2024-10-17 15:17:03,237 - Train: 40.58% [507600/1251000] [405.8/1000.0] [batch_t 0.362 (0.441)] [data_t 0.015] [optim_t 0.346] [lr 0.001948] [CE 3.627 (4.166)] [KD 3.135 (3.158)] +2024-10-17 15:17:24,190 - Train: 40.58% [507650/1251000] [405.8/1000.0] [batch_t 0.379 (0.419)] [data_t 0.015] [optim_t 0.363] [lr 0.001948] [CE 4.201 (4.162)] [KD 3.220 (3.159)] +2024-10-17 15:17:45,208 - Train: 40.58% [507700/1251000] [405.8/1000.0] [batch_t 0.383 (0.420)] [data_t 0.015] [optim_t 0.367] [lr 0.001948] [CE 3.717 (4.141)] [KD 3.025 (3.128)] +2024-10-17 15:18:06,011 - Train: 40.59% [507750/1251000] [405.9/1000.0] [batch_t 0.375 (0.416)] [data_t 0.015] [optim_t 0.359] [lr 0.001948] [CE 4.556 (4.201)] [KD 3.444 (3.172)] +2024-10-17 15:18:27,175 - Train: 40.59% [507800/1251000] [405.9/1000.0] [batch_t 0.448 (0.423)] [data_t 0.015] [optim_t 0.433] [lr 0.001948] [CE 4.286 (4.234)] [KD 3.231 (3.200)] +2024-10-17 15:18:47,548 - Train: 40.60% [507850/1251000] [406.0/1000.0] [batch_t 0.369 (0.407)] [data_t 0.016] [optim_t 0.353] [lr 0.001947] [CE 4.294 (4.241)] [KD 3.237 (3.218)] +2024-10-17 15:19:08,278 - Train: 40.60% [507900/1251000] [406.0/1000.0] [batch_t 0.362 (0.414)] [data_t 0.015] [optim_t 0.347] [lr 0.001947] [CE 4.534 (4.165)] [KD 3.530 (3.153)] +2024-10-17 15:19:31,616 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 38451] [top5_cnt 46797] [top_all 50000] +2024-10-17 15:19:31,617 - net: 76.902 (93.594) +2024-10-17 15:19:52,540 - Test (net_E): 100.00% [50/50] [batch_t 0.159 (0.410)] [top1_cnt 40269] [top5_cnt 47663] [top_all 50000] +2024-10-17 15:19:52,540 - net_E: 80.538 (95.326) +2024-10-17 15:19:52,693 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.538 (epoch: 406)] +2024-10-17 15:19:52,693 - ==> Total time: 2 days, 15:38:01 Eta: 3 days, 21:05:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 15:20:16,608 - Train: 40.60% [507950/1251000] [406.0/1000.0] [batch_t 0.446 (0.444)] [data_t 0.103] [optim_t 0.343] [lr 0.001947] [CE 4.563 (4.114)] [KD 3.307 (3.105)] +2024-10-17 15:20:38,905 - Train: 40.61% [508000/1251000] [406.1/1000.0] [batch_t 0.450 (0.446)] [data_t 0.105] [optim_t 0.345] [lr 0.001947] [CE 3.957 (4.106)] [KD 3.091 (3.108)] +2024-10-17 15:21:00,275 - Train: 40.61% [508050/1251000] [406.1/1000.0] [batch_t 0.455 (0.427)] [data_t 0.110] [optim_t 0.345] [lr 0.001947] [CE 4.196 (4.146)] [KD 3.301 (3.150)] +2024-10-17 15:21:21,079 - Train: 40.62% [508100/1251000] [406.2/1000.0] [batch_t 0.362 (0.416)] [data_t 0.017] [optim_t 0.345] [lr 0.001947] [CE 4.747 (4.244)] [KD 3.311 (3.179)] +2024-10-17 15:21:41,854 - Train: 40.62% [508150/1251000] [406.2/1000.0] [batch_t 0.400 (0.415)] [data_t 0.059] [optim_t 0.341] [lr 0.001946] [CE 4.480 (4.196)] [KD 3.204 (3.140)] +2024-10-17 15:22:02,812 - Train: 40.62% [508200/1251000] [406.2/1000.0] [batch_t 0.444 (0.419)] [data_t 0.100] [optim_t 0.343] [lr 0.001946] [CE 3.866 (4.220)] [KD 3.041 (3.144)] +2024-10-17 15:22:23,773 - Train: 40.63% [508250/1251000] [406.3/1000.0] [batch_t 0.365 (0.419)] [data_t 0.015] [optim_t 0.350] [lr 0.001946] [CE 4.208 (4.213)] [KD 3.040 (3.141)] +2024-10-17 15:22:44,139 - Train: 40.63% [508300/1251000] [406.3/1000.0] [batch_t 0.382 (0.407)] [data_t 0.037] [optim_t 0.344] [lr 0.001946] [CE 4.531 (4.214)] [KD 3.213 (3.180)] +2024-10-17 15:23:05,610 - Train: 40.64% [508350/1251000] [406.4/1000.0] [batch_t 0.482 (0.429)] [data_t 0.016] [optim_t 0.467] [lr 0.001946] [CE 4.205 (4.220)] [KD 3.112 (3.160)] +2024-10-17 15:23:27,409 - Train: 40.64% [508400/1251000] [406.4/1000.0] [batch_t 0.366 (0.436)] [data_t 0.016] [optim_t 0.350] [lr 0.001945] [CE 4.758 (4.122)] [KD 3.588 (3.096)] +2024-10-17 15:23:49,578 - Train: 40.64% [508450/1251000] [406.4/1000.0] [batch_t 0.594 (0.443)] [data_t 0.015] [optim_t 0.578] [lr 0.001945] [CE 4.195 (4.144)] [KD 3.257 (3.126)] +2024-10-17 15:24:10,294 - Train: 40.65% [508500/1251000] [406.5/1000.0] [batch_t 0.421 (0.414)] [data_t 0.016] [optim_t 0.406] [lr 0.001945] [CE 4.446 (4.219)] [KD 3.330 (3.177)] +2024-10-17 15:24:30,866 - Train: 40.65% [508550/1251000] [406.5/1000.0] [batch_t 0.389 (0.411)] [data_t 0.016] [optim_t 0.373] [lr 0.001945] [CE 4.001 (4.144)] [KD 3.136 (3.148)] +2024-10-17 15:24:51,473 - Train: 40.66% [508600/1251000] [406.6/1000.0] [batch_t 0.423 (0.412)] [data_t 0.015] [optim_t 0.408] [lr 0.001945] [CE 4.310 (4.254)] [KD 3.141 (3.209)] +2024-10-17 15:25:13,376 - Train: 40.66% [508650/1251000] [406.6/1000.0] [batch_t 0.425 (0.438)] [data_t 0.015] [optim_t 0.409] [lr 0.001945] [CE 4.059 (4.179)] [KD 3.069 (3.100)] +2024-10-17 15:25:35,312 - Train: 40.66% [508700/1251000] [406.6/1000.0] [batch_t 0.519 (0.439)] [data_t 0.015] [optim_t 0.504] [lr 0.001944] [CE 4.261 (4.211)] [KD 2.990 (3.158)] +2024-10-17 15:25:56,270 - Train: 40.67% [508750/1251000] [406.7/1000.0] [batch_t 0.371 (0.419)] [data_t 0.015] [optim_t 0.356] [lr 0.001944] [CE 4.229 (4.206)] [KD 3.028 (3.190)] +2024-10-17 15:26:17,709 - Train: 40.67% [508800/1251000] [406.7/1000.0] [batch_t 0.422 (0.429)] [data_t 0.016] [optim_t 0.406] [lr 0.001944] [CE 4.544 (4.210)] [KD 3.351 (3.164)] +2024-10-17 15:26:39,432 - Train: 40.68% [508850/1251000] [406.8/1000.0] [batch_t 0.445 (0.434)] [data_t 0.015] [optim_t 0.429] [lr 0.001944] [CE 4.628 (4.139)] [KD 3.320 (3.132)] +2024-10-17 15:27:00,903 - Train: 40.68% [508900/1251000] [406.8/1000.0] [batch_t 0.437 (0.429)] [data_t 0.016] [optim_t 0.422] [lr 0.001944] [CE 3.973 (4.165)] [KD 3.127 (3.133)] +2024-10-17 15:27:22,332 - Train: 40.68% [508950/1251000] [406.8/1000.0] [batch_t 0.377 (0.428)] [data_t 0.015] [optim_t 0.362] [lr 0.001943] [CE 4.696 (4.248)] [KD 3.493 (3.200)] +2024-10-17 15:27:43,547 - Train: 40.69% [509000/1251000] [406.9/1000.0] [batch_t 0.433 (0.424)] [data_t 0.015] [optim_t 0.418] [lr 0.001943] [CE 3.835 (4.160)] [KD 3.041 (3.150)] +2024-10-17 15:28:05,029 - Train: 40.69% [509050/1251000] [406.9/1000.0] [batch_t 0.380 (0.430)] [data_t 0.016] [optim_t 0.365] [lr 0.001943] [CE 4.024 (4.214)] [KD 3.071 (3.237)] +2024-10-17 15:28:25,916 - Train: 40.70% [509100/1251000] [407.0/1000.0] [batch_t 0.366 (0.418)] [data_t 0.016] [optim_t 0.350] [lr 0.001943] [CE 4.431 (4.219)] [KD 3.167 (3.197)] +2024-10-17 15:28:47,998 - Train: 40.70% [509150/1251000] [407.0/1000.0] [batch_t 0.360 (0.442)] [data_t 0.015] [optim_t 0.345] [lr 0.001943] [CE 3.967 (4.183)] [KD 3.060 (3.176)] +2024-10-17 15:29:12,090 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 38209] [top5_cnt 46781] [top_all 50000] +2024-10-17 15:29:12,091 - net: 76.418 (93.562) +2024-10-17 15:29:33,402 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40257] [top5_cnt 47659] [top_all 50000] +2024-10-17 15:29:33,402 - net_E: 80.514 (95.318) +2024-10-17 15:29:33,574 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.538 (epoch: 406)] +2024-10-17 15:29:33,574 - ==> Total time: 2 days, 15:47:42 Eta: 3 days, 20:56:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 15:29:56,989 - Train: 40.70% [509200/1251000] [407.0/1000.0] [batch_t 0.498 (0.504)] [data_t 0.016] [optim_t 0.483] [lr 0.001943] [CE 4.545 (4.159)] [KD 3.262 (3.122)] +2024-10-17 15:30:19,021 - Train: 40.71% [509250/1251000] [407.1/1000.0] [batch_t 0.473 (0.440)] [data_t 0.015] [optim_t 0.458] [lr 0.001942] [CE 4.241 (4.139)] [KD 3.177 (3.048)] +2024-10-17 15:30:40,377 - Train: 40.71% [509300/1251000] [407.1/1000.0] [batch_t 0.359 (0.427)] [data_t 0.015] [optim_t 0.344] [lr 0.001942] [CE 3.980 (4.236)] [KD 3.084 (3.162)] +2024-10-17 15:31:01,940 - Train: 40.72% [509350/1251000] [407.2/1000.0] [batch_t 0.476 (0.431)] [data_t 0.016] [optim_t 0.460] [lr 0.001942] [CE 3.745 (4.170)] [KD 3.075 (3.100)] +2024-10-17 15:31:23,068 - Train: 40.72% [509400/1251000] [407.2/1000.0] [batch_t 0.473 (0.422)] [data_t 0.015] [optim_t 0.458] [lr 0.001942] [CE 4.129 (4.161)] [KD 3.111 (3.118)] +2024-10-17 15:31:44,507 - Train: 40.72% [509450/1251000] [407.2/1000.0] [batch_t 0.367 (0.429)] [data_t 0.015] [optim_t 0.352] [lr 0.001942] [CE 4.019 (4.201)] [KD 3.116 (3.153)] +2024-10-17 15:32:05,516 - Train: 40.73% [509500/1251000] [407.3/1000.0] [batch_t 0.378 (0.420)] [data_t 0.015] [optim_t 0.363] [lr 0.001942] [CE 3.483 (4.139)] [KD 2.829 (3.105)] +2024-10-17 15:32:26,624 - Train: 40.73% [509550/1251000] [407.3/1000.0] [batch_t 0.422 (0.422)] [data_t 0.015] [optim_t 0.407] [lr 0.001941] [CE 3.998 (4.141)] [KD 3.038 (3.135)] +2024-10-17 15:32:47,957 - Train: 40.74% [509600/1251000] [407.4/1000.0] [batch_t 0.364 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.001941] [CE 4.155 (4.256)] [KD 3.434 (3.197)] +2024-10-17 15:33:09,181 - Train: 40.74% [509650/1251000] [407.4/1000.0] [batch_t 0.426 (0.424)] [data_t 0.016] [optim_t 0.410] [lr 0.001941] [CE 4.145 (4.171)] [KD 3.336 (3.179)] +2024-10-17 15:33:30,355 - Train: 40.74% [509700/1251000] [407.4/1000.0] [batch_t 0.390 (0.423)] [data_t 0.015] [optim_t 0.375] [lr 0.001941] [CE 4.404 (4.202)] [KD 3.375 (3.146)] +2024-10-17 15:33:51,319 - Train: 40.75% [509750/1251000] [407.5/1000.0] [batch_t 0.418 (0.419)] [data_t 0.016] [optim_t 0.402] [lr 0.001941] [CE 4.690 (4.150)] [KD 3.344 (3.171)] +2024-10-17 15:34:12,511 - Train: 40.75% [509800/1251000] [407.5/1000.0] [batch_t 0.402 (0.424)] [data_t 0.016] [optim_t 0.387] [lr 0.001940] [CE 4.077 (4.164)] [KD 2.939 (3.129)] +2024-10-17 15:34:33,848 - Train: 40.76% [509850/1251000] [407.6/1000.0] [batch_t 0.455 (0.427)] [data_t 0.015] [optim_t 0.440] [lr 0.001940] [CE 4.221 (4.108)] [KD 3.110 (3.122)] +2024-10-17 15:34:55,011 - Train: 40.76% [509900/1251000] [407.6/1000.0] [batch_t 0.425 (0.423)] [data_t 0.015] [optim_t 0.410] [lr 0.001940] [CE 4.618 (4.151)] [KD 3.324 (3.120)] +2024-10-17 15:35:16,739 - Train: 40.76% [509950/1251000] [407.6/1000.0] [batch_t 0.388 (0.434)] [data_t 0.015] [optim_t 0.372] [lr 0.001940] [CE 4.239 (4.152)] [KD 3.116 (3.124)] +2024-10-17 15:35:37,575 - Train: 40.77% [510000/1251000] [407.7/1000.0] [batch_t 0.447 (0.417)] [data_t 0.016] [optim_t 0.432] [lr 0.001940] [CE 4.253 (4.207)] [KD 3.072 (3.179)] +2024-10-17 15:35:59,981 - Train: 40.77% [510050/1251000] [407.7/1000.0] [batch_t 0.422 (0.448)] [data_t 0.015] [optim_t 0.407] [lr 0.001940] [CE 4.267 (4.233)] [KD 3.307 (3.207)] +2024-10-17 15:36:22,647 - Train: 40.78% [510100/1251000] [407.8/1000.0] [batch_t 0.485 (0.453)] [data_t 0.016] [optim_t 0.469] [lr 0.001939] [CE 4.154 (4.214)] [KD 3.095 (3.239)] +2024-10-17 15:36:43,722 - Train: 40.78% [510150/1251000] [407.8/1000.0] [batch_t 0.413 (0.421)] [data_t 0.015] [optim_t 0.398] [lr 0.001939] [CE 4.416 (4.271)] [KD 3.523 (3.242)] +2024-10-17 15:37:04,199 - Train: 40.78% [510200/1251000] [407.8/1000.0] [batch_t 0.464 (0.409)] [data_t 0.015] [optim_t 0.449] [lr 0.001939] [CE 4.141 (4.185)] [KD 3.163 (3.170)] +2024-10-17 15:37:25,184 - Train: 40.79% [510250/1251000] [407.9/1000.0] [batch_t 0.465 (0.420)] [data_t 0.015] [optim_t 0.449] [lr 0.001939] [CE 4.397 (4.171)] [KD 3.054 (3.159)] +2024-10-17 15:37:46,554 - Train: 40.79% [510300/1251000] [407.9/1000.0] [batch_t 0.430 (0.427)] [data_t 0.015] [optim_t 0.415] [lr 0.001939] [CE 4.038 (4.187)] [KD 3.097 (3.141)] +2024-10-17 15:38:08,167 - Train: 40.80% [510350/1251000] [408.0/1000.0] [batch_t 0.432 (0.432)] [data_t 0.016] [optim_t 0.416] [lr 0.001938] [CE 3.753 (4.078)] [KD 3.216 (3.130)] +2024-10-17 15:38:29,748 - Train: 40.80% [510400/1251000] [408.0/1000.0] [batch_t 0.360 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.001938] [CE 4.865 (4.175)] [KD 3.564 (3.133)] +2024-10-17 15:38:53,667 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 38416] [top5_cnt 46824] [top_all 50000] +2024-10-17 15:38:53,668 - net: 76.832 (93.648) +2024-10-17 15:39:15,412 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40260] [top5_cnt 47655] [top_all 50000] +2024-10-17 15:39:15,413 - net_E: 80.520 (95.310) +2024-10-17 15:39:15,566 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.538 (epoch: 406)] +2024-10-17 15:39:15,566 - ==> Total time: 2 days, 15:57:24 Eta: 3 days, 20:47:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 15:39:37,468 - Train: 40.80% [510450/1251000] [408.0/1000.0] [batch_t 0.363 (0.484)] [data_t 0.015] [optim_t 0.347] [lr 0.001938] [CE 4.177 (4.175)] [KD 3.041 (3.115)] +2024-10-17 15:39:59,559 - Train: 40.81% [510500/1251000] [408.1/1000.0] [batch_t 0.478 (0.442)] [data_t 0.015] [optim_t 0.463] [lr 0.001938] [CE 4.576 (4.166)] [KD 3.307 (3.091)] +2024-10-17 15:40:21,612 - Train: 40.81% [510550/1251000] [408.1/1000.0] [batch_t 0.419 (0.441)] [data_t 0.015] [optim_t 0.404] [lr 0.001938] [CE 3.650 (4.155)] [KD 2.861 (3.083)] +2024-10-17 15:40:43,450 - Train: 40.82% [510600/1251000] [408.2/1000.0] [batch_t 0.468 (0.437)] [data_t 0.015] [optim_t 0.453] [lr 0.001938] [CE 4.284 (4.188)] [KD 3.326 (3.133)] +2024-10-17 15:41:04,452 - Train: 40.82% [510650/1251000] [408.2/1000.0] [batch_t 0.398 (0.420)] [data_t 0.015] [optim_t 0.383] [lr 0.001937] [CE 3.663 (4.157)] [KD 2.770 (3.093)] +2024-10-17 15:41:25,284 - Train: 40.82% [510700/1251000] [408.2/1000.0] [batch_t 0.386 (0.417)] [data_t 0.041] [optim_t 0.345] [lr 0.001937] [CE 3.767 (4.190)] [KD 3.027 (3.143)] +2024-10-17 15:41:46,437 - Train: 40.83% [510750/1251000] [408.3/1000.0] [batch_t 0.507 (0.423)] [data_t 0.081] [optim_t 0.426] [lr 0.001937] [CE 4.117 (4.232)] [KD 3.005 (3.175)] +2024-10-17 15:42:07,596 - Train: 40.83% [510800/1251000] [408.3/1000.0] [batch_t 0.507 (0.423)] [data_t 0.158] [optim_t 0.349] [lr 0.001937] [CE 4.320 (4.146)] [KD 3.210 (3.079)] +2024-10-17 15:42:28,601 - Train: 40.84% [510850/1251000] [408.4/1000.0] [batch_t 0.446 (0.420)] [data_t 0.100] [optim_t 0.347] [lr 0.001937] [CE 4.189 (4.163)] [KD 3.346 (3.138)] +2024-10-17 15:42:49,870 - Train: 40.84% [510900/1251000] [408.4/1000.0] [batch_t 0.443 (0.425)] [data_t 0.099] [optim_t 0.344] [lr 0.001936] [CE 4.015 (4.207)] [KD 3.004 (3.174)] +2024-10-17 15:43:11,144 - Train: 40.84% [510950/1251000] [408.4/1000.0] [batch_t 0.433 (0.425)] [data_t 0.088] [optim_t 0.345] [lr 0.001936] [CE 4.217 (4.164)] [KD 3.092 (3.130)] +2024-10-17 15:43:32,730 - Train: 40.85% [511000/1251000] [408.5/1000.0] [batch_t 0.489 (0.432)] [data_t 0.143] [optim_t 0.347] [lr 0.001936] [CE 4.269 (4.247)] [KD 3.096 (3.210)] +2024-10-17 15:43:53,606 - Train: 40.85% [511050/1251000] [408.5/1000.0] [batch_t 0.415 (0.417)] [data_t 0.015] [optim_t 0.400] [lr 0.001936] [CE 4.341 (4.245)] [KD 3.316 (3.187)] +2024-10-17 15:44:15,156 - Train: 40.86% [511100/1251000] [408.6/1000.0] [batch_t 0.439 (0.431)] [data_t 0.015] [optim_t 0.423] [lr 0.001936] [CE 4.106 (4.195)] [KD 3.154 (3.140)] +2024-10-17 15:44:36,599 - Train: 40.86% [511150/1251000] [408.6/1000.0] [batch_t 0.399 (0.429)] [data_t 0.015] [optim_t 0.384] [lr 0.001936] [CE 4.273 (4.191)] [KD 3.094 (3.154)] +2024-10-17 15:44:58,516 - Train: 40.86% [511200/1251000] [408.6/1000.0] [batch_t 0.520 (0.438)] [data_t 0.015] [optim_t 0.505] [lr 0.001935] [CE 3.900 (4.211)] [KD 2.980 (3.210)] +2024-10-17 15:45:20,054 - Train: 40.87% [511250/1251000] [408.7/1000.0] [batch_t 0.499 (0.431)] [data_t 0.145] [optim_t 0.354] [lr 0.001935] [CE 4.279 (4.234)] [KD 3.089 (3.185)] +2024-10-17 15:45:41,687 - Train: 40.87% [511300/1251000] [408.7/1000.0] [batch_t 0.428 (0.433)] [data_t 0.083] [optim_t 0.345] [lr 0.001935] [CE 4.276 (4.217)] [KD 3.303 (3.196)] +2024-10-17 15:46:03,230 - Train: 40.88% [511350/1251000] [408.8/1000.0] [batch_t 0.438 (0.431)] [data_t 0.095] [optim_t 0.343] [lr 0.001935] [CE 3.981 (4.226)] [KD 3.149 (3.196)] +2024-10-17 15:46:24,526 - Train: 40.88% [511400/1251000] [408.8/1000.0] [batch_t 0.404 (0.426)] [data_t 0.058] [optim_t 0.346] [lr 0.001935] [CE 4.364 (4.193)] [KD 3.259 (3.179)] +2024-10-17 15:46:45,852 - Train: 40.88% [511450/1251000] [408.8/1000.0] [batch_t 0.416 (0.426)] [data_t 0.072] [optim_t 0.343] [lr 0.001935] [CE 3.670 (4.142)] [KD 2.893 (3.123)] +2024-10-17 15:47:07,008 - Train: 40.89% [511500/1251000] [408.9/1000.0] [batch_t 0.384 (0.423)] [data_t 0.039] [optim_t 0.346] [lr 0.001934] [CE 4.302 (4.172)] [KD 3.329 (3.170)] +2024-10-17 15:47:28,955 - Train: 40.89% [511550/1251000] [408.9/1000.0] [batch_t 0.440 (0.439)] [data_t 0.097] [optim_t 0.342] [lr 0.001934] [CE 4.483 (4.152)] [KD 3.303 (3.143)] +2024-10-17 15:47:49,860 - Train: 40.90% [511600/1251000] [409.0/1000.0] [batch_t 0.490 (0.418)] [data_t 0.147] [optim_t 0.343] [lr 0.001934] [CE 4.258 (4.142)] [KD 3.138 (3.174)] +2024-10-17 15:48:10,949 - Train: 40.90% [511650/1251000] [409.0/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.001934] [CE 4.217 (4.155)] [KD 3.143 (3.162)] +2024-10-17 15:48:36,678 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.445)] [top1_cnt 38230] [top5_cnt 46829] [top_all 50000] +2024-10-17 15:48:36,678 - net: 76.460 (93.658) +2024-10-17 15:48:57,816 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 40286] [top5_cnt 47662] [top_all 50000] +2024-10-17 15:48:57,816 - net_E: 80.572 (95.324) +2024-10-17 15:48:58,015 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.572 (epoch: 409)] +2024-10-17 15:48:58,015 - ==> Total time: 2 days, 16:07:06 Eta: 3 days, 20:39:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 15:49:22,860 - Train: 40.90% [511700/1251000] [409.0/1000.0] [batch_t 0.361 (0.402)] [data_t 0.016] [optim_t 0.346] [lr 0.001934] [CE 4.587 (4.212)] [KD 3.258 (3.180)] +2024-10-17 15:49:45,422 - Train: 40.91% [511750/1251000] [409.1/1000.0] [batch_t 0.617 (0.451)] [data_t 0.016] [optim_t 0.601] [lr 0.001933] [CE 4.033 (4.146)] [KD 3.131 (3.114)] +2024-10-17 15:50:07,275 - Train: 40.91% [511800/1251000] [409.1/1000.0] [batch_t 0.479 (0.437)] [data_t 0.016] [optim_t 0.464] [lr 0.001933] [CE 3.938 (4.250)] [KD 3.083 (3.189)] +2024-10-17 15:50:29,011 - Train: 40.92% [511850/1251000] [409.2/1000.0] [batch_t 0.407 (0.435)] [data_t 0.016] [optim_t 0.391] [lr 0.001933] [CE 4.333 (4.223)] [KD 3.220 (3.117)] +2024-10-17 15:50:49,492 - Train: 40.92% [511900/1251000] [409.2/1000.0] [batch_t 0.491 (0.410)] [data_t 0.015] [optim_t 0.476] [lr 0.001933] [CE 4.519 (4.201)] [KD 3.161 (3.165)] +2024-10-17 15:51:11,264 - Train: 40.92% [511950/1251000] [409.2/1000.0] [batch_t 0.445 (0.435)] [data_t 0.015] [optim_t 0.430] [lr 0.001933] [CE 4.064 (4.222)] [KD 2.927 (3.124)] +2024-10-17 15:51:33,098 - Train: 40.93% [512000/1251000] [409.3/1000.0] [batch_t 0.361 (0.437)] [data_t 0.015] [optim_t 0.346] [lr 0.001933] [CE 3.834 (4.089)] [KD 3.036 (3.078)] +2024-10-17 15:51:53,391 - Train: 40.93% [512050/1251000] [409.3/1000.0] [batch_t 0.429 (0.406)] [data_t 0.015] [optim_t 0.414] [lr 0.001932] [CE 3.752 (4.231)] [KD 2.960 (3.112)] +2024-10-17 15:52:13,979 - Train: 40.94% [512100/1251000] [409.4/1000.0] [batch_t 0.426 (0.412)] [data_t 0.015] [optim_t 0.411] [lr 0.001932] [CE 4.395 (4.198)] [KD 3.192 (3.176)] +2024-10-17 15:52:34,576 - Train: 40.94% [512150/1251000] [409.4/1000.0] [batch_t 0.458 (0.412)] [data_t 0.015] [optim_t 0.443] [lr 0.001932] [CE 4.328 (4.184)] [KD 3.223 (3.152)] +2024-10-17 15:52:55,083 - Train: 40.94% [512200/1251000] [409.4/1000.0] [batch_t 0.384 (0.410)] [data_t 0.015] [optim_t 0.369] [lr 0.001932] [CE 4.263 (4.178)] [KD 3.303 (3.183)] +2024-10-17 15:53:15,718 - Train: 40.95% [512250/1251000] [409.5/1000.0] [batch_t 0.430 (0.413)] [data_t 0.015] [optim_t 0.415] [lr 0.001932] [CE 3.842 (4.172)] [KD 2.948 (3.122)] +2024-10-17 15:53:36,548 - Train: 40.95% [512300/1251000] [409.5/1000.0] [batch_t 0.431 (0.417)] [data_t 0.015] [optim_t 0.415] [lr 0.001931] [CE 4.182 (4.137)] [KD 3.156 (3.114)] +2024-10-17 15:53:57,756 - Train: 40.96% [512350/1251000] [409.6/1000.0] [batch_t 0.522 (0.424)] [data_t 0.016] [optim_t 0.507] [lr 0.001931] [CE 3.986 (4.216)] [KD 3.009 (3.140)] +2024-10-17 15:54:19,647 - Train: 40.96% [512400/1251000] [409.6/1000.0] [batch_t 0.472 (0.438)] [data_t 0.015] [optim_t 0.456] [lr 0.001931] [CE 4.142 (4.223)] [KD 3.119 (3.149)] +2024-10-17 15:54:41,506 - Train: 40.96% [512450/1251000] [409.6/1000.0] [batch_t 0.462 (0.437)] [data_t 0.015] [optim_t 0.446] [lr 0.001931] [CE 3.698 (4.167)] [KD 2.836 (3.136)] +2024-10-17 15:55:03,003 - Train: 40.97% [512500/1251000] [409.7/1000.0] [batch_t 0.481 (0.430)] [data_t 0.015] [optim_t 0.465] [lr 0.001931] [CE 4.395 (4.149)] [KD 3.235 (3.127)] +2024-10-17 15:55:24,497 - Train: 40.97% [512550/1251000] [409.7/1000.0] [batch_t 0.369 (0.430)] [data_t 0.015] [optim_t 0.353] [lr 0.001931] [CE 4.430 (4.146)] [KD 3.347 (3.161)] +2024-10-17 15:55:45,904 - Train: 40.98% [512600/1251000] [409.8/1000.0] [batch_t 0.429 (0.428)] [data_t 0.015] [optim_t 0.414] [lr 0.001930] [CE 3.874 (4.202)] [KD 2.949 (3.160)] +2024-10-17 15:56:07,712 - Train: 40.98% [512650/1251000] [409.8/1000.0] [batch_t 0.453 (0.436)] [data_t 0.015] [optim_t 0.438] [lr 0.001930] [CE 4.566 (4.151)] [KD 3.208 (3.148)] +2024-10-17 15:56:29,647 - Train: 40.98% [512700/1251000] [409.8/1000.0] [batch_t 0.397 (0.439)] [data_t 0.015] [optim_t 0.382] [lr 0.001930] [CE 4.339 (4.097)] [KD 3.224 (3.107)] +2024-10-17 15:56:51,572 - Train: 40.99% [512750/1251000] [409.9/1000.0] [batch_t 0.362 (0.438)] [data_t 0.015] [optim_t 0.347] [lr 0.001930] [CE 4.445 (4.201)] [KD 3.421 (3.185)] +2024-10-17 15:57:12,686 - Train: 40.99% [512800/1251000] [409.9/1000.0] [batch_t 0.365 (0.422)] [data_t 0.016] [optim_t 0.349] [lr 0.001930] [CE 4.880 (4.186)] [KD 3.671 (3.126)] +2024-10-17 15:57:34,399 - Train: 41.00% [512850/1251000] [410.0/1000.0] [batch_t 0.371 (0.434)] [data_t 0.015] [optim_t 0.356] [lr 0.001930] [CE 4.188 (4.204)] [KD 3.061 (3.154)] +2024-10-17 15:57:55,769 - Train: 41.00% [512900/1251000] [410.0/1000.0] [batch_t 0.366 (0.427)] [data_t 0.015] [optim_t 0.351] [lr 0.001929] [CE 3.598 (4.266)] [KD 3.020 (3.254)] +2024-10-17 15:58:21,493 - Test (net): 100.00% [50/50] [batch_t 0.139 (0.439)] [top1_cnt 38209] [top5_cnt 46715] [top_all 50000] +2024-10-17 15:58:21,494 - net: 76.418 (93.430) +2024-10-17 15:58:43,934 - Test (net_E): 100.00% [50/50] [batch_t 0.164 (0.442)] [top1_cnt 40300] [top5_cnt 47656] [top_all 50000] +2024-10-17 15:58:43,934 - net_E: 80.600 (95.312) +2024-10-17 15:58:44,128 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.600 (epoch: 410)] +2024-10-17 15:58:44,128 - ==> Total time: 2 days, 16:16:52 Eta: 3 days, 20:30:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 15:59:06,582 - Train: 41.00% [512950/1251000] [410.0/1000.0] [batch_t 0.363 (0.448)] [data_t 0.015] [optim_t 0.348] [lr 0.001929] [CE 4.192 (4.194)] [KD 3.037 (3.124)] +2024-10-17 15:59:27,371 - Train: 41.01% [513000/1251000] [410.1/1000.0] [batch_t 0.568 (0.416)] [data_t 0.015] [optim_t 0.553] [lr 0.001929] [CE 3.937 (4.181)] [KD 2.951 (3.157)] +2024-10-17 15:59:49,366 - Train: 41.01% [513050/1251000] [410.1/1000.0] [batch_t 0.398 (0.440)] [data_t 0.015] [optim_t 0.383] [lr 0.001929] [CE 4.577 (4.181)] [KD 3.394 (3.164)] +2024-10-17 16:00:11,093 - Train: 41.02% [513100/1251000] [410.2/1000.0] [batch_t 0.361 (0.434)] [data_t 0.015] [optim_t 0.345] [lr 0.001929] [CE 4.300 (4.232)] [KD 3.227 (3.158)] +2024-10-17 16:00:32,978 - Train: 41.02% [513150/1251000] [410.2/1000.0] [batch_t 0.437 (0.438)] [data_t 0.015] [optim_t 0.421] [lr 0.001928] [CE 4.356 (4.202)] [KD 3.172 (3.130)] +2024-10-17 16:00:54,455 - Train: 41.02% [513200/1251000] [410.2/1000.0] [batch_t 0.379 (0.429)] [data_t 0.015] [optim_t 0.364] [lr 0.001928] [CE 4.284 (4.144)] [KD 3.068 (3.124)] +2024-10-17 16:01:15,676 - Train: 41.03% [513250/1251000] [410.3/1000.0] [batch_t 0.402 (0.424)] [data_t 0.016] [optim_t 0.386] [lr 0.001928] [CE 3.819 (4.186)] [KD 2.989 (3.112)] +2024-10-17 16:01:36,235 - Train: 41.03% [513300/1251000] [410.3/1000.0] [batch_t 0.415 (0.411)] [data_t 0.015] [optim_t 0.400] [lr 0.001928] [CE 4.217 (4.174)] [KD 3.116 (3.094)] +2024-10-17 16:01:57,567 - Train: 41.04% [513350/1251000] [410.4/1000.0] [batch_t 0.453 (0.427)] [data_t 0.015] [optim_t 0.438] [lr 0.001928] [CE 4.466 (4.225)] [KD 3.069 (3.132)] +2024-10-17 16:02:18,798 - Train: 41.04% [513400/1251000] [410.4/1000.0] [batch_t 0.501 (0.425)] [data_t 0.015] [optim_t 0.486] [lr 0.001928] [CE 3.860 (4.206)] [KD 2.937 (3.166)] +2024-10-17 16:02:40,163 - Train: 41.04% [513450/1251000] [410.4/1000.0] [batch_t 0.396 (0.427)] [data_t 0.015] [optim_t 0.381] [lr 0.001927] [CE 4.264 (4.186)] [KD 3.073 (3.123)] +2024-10-17 16:03:02,376 - Train: 41.05% [513500/1251000] [410.5/1000.0] [batch_t 0.452 (0.444)] [data_t 0.016] [optim_t 0.436] [lr 0.001927] [CE 4.194 (4.218)] [KD 3.252 (3.151)] +2024-10-17 16:03:24,158 - Train: 41.05% [513550/1251000] [410.5/1000.0] [batch_t 0.364 (0.436)] [data_t 0.015] [optim_t 0.349] [lr 0.001927] [CE 4.076 (4.267)] [KD 3.189 (3.230)] +2024-10-17 16:03:45,347 - Train: 41.06% [513600/1251000] [410.6/1000.0] [batch_t 0.432 (0.424)] [data_t 0.015] [optim_t 0.417] [lr 0.001927] [CE 3.263 (4.193)] [KD 2.665 (3.108)] +2024-10-17 16:04:06,819 - Train: 41.06% [513650/1251000] [410.6/1000.0] [batch_t 0.362 (0.429)] [data_t 0.015] [optim_t 0.347] [lr 0.001927] [CE 4.153 (4.208)] [KD 3.188 (3.122)] +2024-10-17 16:04:27,929 - Train: 41.06% [513700/1251000] [410.6/1000.0] [batch_t 0.477 (0.422)] [data_t 0.015] [optim_t 0.462] [lr 0.001926] [CE 4.586 (4.213)] [KD 3.218 (3.142)] +2024-10-17 16:04:49,272 - Train: 41.07% [513750/1251000] [410.7/1000.0] [batch_t 0.401 (0.427)] [data_t 0.015] [optim_t 0.385] [lr 0.001926] [CE 4.432 (4.207)] [KD 3.302 (3.129)] +2024-10-17 16:05:10,658 - Train: 41.07% [513800/1251000] [410.7/1000.0] [batch_t 0.364 (0.428)] [data_t 0.015] [optim_t 0.349] [lr 0.001926] [CE 4.302 (4.221)] [KD 3.366 (3.129)] +2024-10-17 16:05:32,729 - Train: 41.08% [513850/1251000] [410.8/1000.0] [batch_t 0.485 (0.441)] [data_t 0.015] [optim_t 0.469] [lr 0.001926] [CE 4.103 (4.178)] [KD 3.078 (3.157)] +2024-10-17 16:05:53,778 - Train: 41.08% [513900/1251000] [410.8/1000.0] [batch_t 0.419 (0.421)] [data_t 0.015] [optim_t 0.404] [lr 0.001926] [CE 4.199 (4.184)] [KD 3.392 (3.159)] +2024-10-17 16:06:14,960 - Train: 41.08% [513950/1251000] [410.8/1000.0] [batch_t 0.442 (0.424)] [data_t 0.015] [optim_t 0.427] [lr 0.001926] [CE 3.875 (4.190)] [KD 2.864 (3.162)] +2024-10-17 16:06:36,965 - Train: 41.09% [514000/1251000] [410.9/1000.0] [batch_t 0.515 (0.440)] [data_t 0.015] [optim_t 0.499] [lr 0.001925] [CE 3.997 (4.214)] [KD 3.047 (3.184)] +2024-10-17 16:06:58,982 - Train: 41.09% [514050/1251000] [410.9/1000.0] [batch_t 0.363 (0.440)] [data_t 0.015] [optim_t 0.348] [lr 0.001925] [CE 3.711 (4.127)] [KD 2.963 (3.149)] +2024-10-17 16:07:20,829 - Train: 41.10% [514100/1251000] [411.0/1000.0] [batch_t 0.486 (0.437)] [data_t 0.016] [optim_t 0.470] [lr 0.001925] [CE 4.253 (4.136)] [KD 3.175 (3.093)] +2024-10-17 16:07:41,432 - Train: 41.10% [514150/1251000] [411.0/1000.0] [batch_t 0.363 (0.412)] [data_t 0.015] [optim_t 0.348] [lr 0.001925] [CE 4.499 (4.170)] [KD 3.278 (3.113)] +2024-10-17 16:08:08,149 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.451)] [top1_cnt 37652] [top5_cnt 46450] [top_all 50000] +2024-10-17 16:08:08,149 - net: 75.304 (92.900) +2024-10-17 16:08:29,890 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.429)] [top1_cnt 40289] [top5_cnt 47651] [top_all 50000] +2024-10-17 16:08:29,891 - net_E: 80.578 (95.302) +2024-10-17 16:08:30,066 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.600 (epoch: 410)] +2024-10-17 16:08:30,067 - ==> Total time: 2 days, 16:26:38 Eta: 3 days, 20:21:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 16:08:51,280 - Train: 41.10% [514200/1251000] [411.0/1000.0] [batch_t 0.421 (0.507)] [data_t 0.015] [optim_t 0.405] [lr 0.001925] [CE 3.988 (4.120)] [KD 2.828 (3.116)] +2024-10-17 16:09:12,843 - Train: 41.11% [514250/1251000] [411.1/1000.0] [batch_t 0.361 (0.431)] [data_t 0.016] [optim_t 0.346] [lr 0.001925] [CE 3.849 (4.109)] [KD 2.984 (3.073)] +2024-10-17 16:09:33,846 - Train: 41.11% [514300/1251000] [411.1/1000.0] [batch_t 0.388 (0.420)] [data_t 0.015] [optim_t 0.372] [lr 0.001924] [CE 4.225 (4.247)] [KD 3.299 (3.150)] +2024-10-17 16:09:55,448 - Train: 41.12% [514350/1251000] [411.2/1000.0] [batch_t 0.476 (0.432)] [data_t 0.015] [optim_t 0.460] [lr 0.001924] [CE 4.003 (4.240)] [KD 2.940 (3.128)] +2024-10-17 16:10:17,584 - Train: 41.12% [514400/1251000] [411.2/1000.0] [batch_t 0.448 (0.443)] [data_t 0.015] [optim_t 0.433] [lr 0.001924] [CE 4.427 (4.134)] [KD 3.306 (3.088)] +2024-10-17 16:10:38,779 - Train: 41.12% [514450/1251000] [411.2/1000.0] [batch_t 0.450 (0.424)] [data_t 0.016] [optim_t 0.435] [lr 0.001924] [CE 4.771 (4.251)] [KD 3.248 (3.149)] +2024-10-17 16:11:00,064 - Train: 41.13% [514500/1251000] [411.3/1000.0] [batch_t 0.417 (0.426)] [data_t 0.015] [optim_t 0.401] [lr 0.001924] [CE 3.739 (4.216)] [KD 2.775 (3.147)] +2024-10-17 16:11:21,088 - Train: 41.13% [514550/1251000] [411.3/1000.0] [batch_t 0.537 (0.420)] [data_t 0.015] [optim_t 0.521] [lr 0.001923] [CE 4.436 (4.220)] [KD 3.228 (3.147)] +2024-10-17 16:11:42,413 - Train: 41.14% [514600/1251000] [411.4/1000.0] [batch_t 0.473 (0.426)] [data_t 0.015] [optim_t 0.458] [lr 0.001923] [CE 4.269 (4.250)] [KD 3.118 (3.197)] +2024-10-17 16:12:03,857 - Train: 41.14% [514650/1251000] [411.4/1000.0] [batch_t 0.407 (0.429)] [data_t 0.015] [optim_t 0.392] [lr 0.001923] [CE 3.764 (4.170)] [KD 2.866 (3.155)] +2024-10-17 16:12:24,873 - Train: 41.14% [514700/1251000] [411.4/1000.0] [batch_t 0.428 (0.420)] [data_t 0.015] [optim_t 0.412] [lr 0.001923] [CE 3.911 (4.148)] [KD 2.911 (3.117)] +2024-10-17 16:12:46,373 - Train: 41.15% [514750/1251000] [411.5/1000.0] [batch_t 0.467 (0.430)] [data_t 0.016] [optim_t 0.452] [lr 0.001923] [CE 3.882 (4.189)] [KD 2.946 (3.146)] +2024-10-17 16:13:07,577 - Train: 41.15% [514800/1251000] [411.5/1000.0] [batch_t 0.393 (0.424)] [data_t 0.048] [optim_t 0.345] [lr 0.001923] [CE 4.572 (4.259)] [KD 3.089 (3.173)] +2024-10-17 16:13:29,491 - Train: 41.16% [514850/1251000] [411.6/1000.0] [batch_t 0.399 (0.438)] [data_t 0.051] [optim_t 0.348] [lr 0.001922] [CE 3.913 (4.224)] [KD 3.186 (3.168)] +2024-10-17 16:13:51,208 - Train: 41.16% [514900/1251000] [411.6/1000.0] [batch_t 0.366 (0.434)] [data_t 0.016] [optim_t 0.351] [lr 0.001922] [CE 4.471 (4.181)] [KD 3.155 (3.111)] +2024-10-17 16:14:12,629 - Train: 41.16% [514950/1251000] [411.6/1000.0] [batch_t 0.364 (0.428)] [data_t 0.015] [optim_t 0.349] [lr 0.001922] [CE 3.735 (4.176)] [KD 2.922 (3.123)] +2024-10-17 16:14:33,504 - Train: 41.17% [515000/1251000] [411.7/1000.0] [batch_t 0.363 (0.417)] [data_t 0.015] [optim_t 0.348] [lr 0.001922] [CE 4.609 (4.225)] [KD 3.200 (3.184)] +2024-10-17 16:14:54,457 - Train: 41.17% [515050/1251000] [411.7/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.001922] [CE 4.253 (4.190)] [KD 3.127 (3.172)] +2024-10-17 16:15:15,514 - Train: 41.18% [515100/1251000] [411.8/1000.0] [batch_t 0.483 (0.421)] [data_t 0.136] [optim_t 0.348] [lr 0.001921] [CE 3.935 (4.187)] [KD 3.032 (3.137)] +2024-10-17 16:15:36,243 - Train: 41.18% [515150/1251000] [411.8/1000.0] [batch_t 0.404 (0.414)] [data_t 0.058] [optim_t 0.346] [lr 0.001921] [CE 4.109 (4.148)] [KD 3.086 (3.084)] +2024-10-17 16:15:57,942 - Train: 41.18% [515200/1251000] [411.8/1000.0] [batch_t 0.505 (0.434)] [data_t 0.154] [optim_t 0.351] [lr 0.001921] [CE 4.298 (4.139)] [KD 3.141 (3.086)] +2024-10-17 16:16:18,895 - Train: 41.19% [515250/1251000] [411.9/1000.0] [batch_t 0.430 (0.419)] [data_t 0.084] [optim_t 0.345] [lr 0.001921] [CE 4.723 (4.181)] [KD 3.273 (3.166)] +2024-10-17 16:16:39,847 - Train: 41.19% [515300/1251000] [411.9/1000.0] [batch_t 0.384 (0.419)] [data_t 0.039] [optim_t 0.345] [lr 0.001921] [CE 4.435 (4.252)] [KD 3.241 (3.186)] +2024-10-17 16:17:00,936 - Train: 41.20% [515350/1251000] [412.0/1000.0] [batch_t 0.414 (0.422)] [data_t 0.070] [optim_t 0.344] [lr 0.001921] [CE 4.175 (4.206)] [KD 3.108 (3.138)] +2024-10-17 16:17:21,862 - Train: 41.20% [515400/1251000] [412.0/1000.0] [batch_t 0.372 (0.418)] [data_t 0.015] [optim_t 0.356] [lr 0.001920] [CE 4.130 (4.121)] [KD 3.178 (3.141)] +2024-10-17 16:17:47,671 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 38350] [top5_cnt 46837] [top_all 50000] +2024-10-17 16:17:47,671 - net: 76.700 (93.674) +2024-10-17 16:18:09,897 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.438)] [top1_cnt 40276] [top5_cnt 47655] [top_all 50000] +2024-10-17 16:18:09,898 - net_E: 80.552 (95.310) +2024-10-17 16:18:10,037 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.600 (epoch: 410)] +2024-10-17 16:18:10,037 - ==> Total time: 2 days, 16:36:18 Eta: 3 days, 20:12:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 16:18:30,778 - Train: 41.20% [515450/1251000] [412.0/1000.0] [batch_t 0.492 (0.481)] [data_t 0.016] [optim_t 0.477] [lr 0.001920] [CE 4.623 (4.203)] [KD 3.317 (3.174)] +2024-10-17 16:18:53,149 - Train: 41.21% [515500/1251000] [412.1/1000.0] [batch_t 0.446 (0.447)] [data_t 0.015] [optim_t 0.431] [lr 0.001920] [CE 4.192 (4.186)] [KD 3.320 (3.112)] +2024-10-17 16:19:14,243 - Train: 41.21% [515550/1251000] [412.1/1000.0] [batch_t 0.390 (0.422)] [data_t 0.015] [optim_t 0.375] [lr 0.001920] [CE 4.281 (4.164)] [KD 3.159 (3.145)] +2024-10-17 16:19:34,950 - Train: 41.22% [515600/1251000] [412.2/1000.0] [batch_t 0.380 (0.414)] [data_t 0.015] [optim_t 0.365] [lr 0.001920] [CE 4.625 (4.224)] [KD 3.449 (3.128)] +2024-10-17 16:19:56,540 - Train: 41.22% [515650/1251000] [412.2/1000.0] [batch_t 0.483 (0.432)] [data_t 0.015] [optim_t 0.467] [lr 0.001919] [CE 4.284 (4.222)] [KD 3.270 (3.155)] +2024-10-17 16:20:18,702 - Train: 41.22% [515700/1251000] [412.2/1000.0] [batch_t 0.412 (0.443)] [data_t 0.015] [optim_t 0.397] [lr 0.001919] [CE 3.988 (4.199)] [KD 2.844 (3.178)] +2024-10-17 16:20:40,664 - Train: 41.23% [515750/1251000] [412.3/1000.0] [batch_t 0.434 (0.439)] [data_t 0.015] [optim_t 0.419] [lr 0.001919] [CE 3.857 (4.123)] [KD 2.969 (3.100)] +2024-10-17 16:21:01,177 - Train: 41.23% [515800/1251000] [412.3/1000.0] [batch_t 0.384 (0.410)] [data_t 0.015] [optim_t 0.369] [lr 0.001919] [CE 4.141 (4.162)] [KD 3.375 (3.149)] +2024-10-17 16:21:21,423 - Train: 41.24% [515850/1251000] [412.4/1000.0] [batch_t 0.364 (0.405)] [data_t 0.015] [optim_t 0.349] [lr 0.001919] [CE 3.866 (4.238)] [KD 3.110 (3.182)] +2024-10-17 16:21:43,187 - Train: 41.24% [515900/1251000] [412.4/1000.0] [batch_t 0.460 (0.435)] [data_t 0.015] [optim_t 0.444] [lr 0.001919] [CE 3.684 (4.206)] [KD 3.021 (3.179)] +2024-10-17 16:22:04,717 - Train: 41.24% [515950/1251000] [412.4/1000.0] [batch_t 0.425 (0.430)] [data_t 0.015] [optim_t 0.410] [lr 0.001918] [CE 4.269 (4.242)] [KD 3.146 (3.204)] +2024-10-17 16:22:25,393 - Train: 41.25% [516000/1251000] [412.5/1000.0] [batch_t 0.429 (0.413)] [data_t 0.015] [optim_t 0.414] [lr 0.001918] [CE 3.787 (4.108)] [KD 3.048 (3.123)] +2024-10-17 16:22:46,543 - Train: 41.25% [516050/1251000] [412.5/1000.0] [batch_t 0.447 (0.423)] [data_t 0.016] [optim_t 0.431] [lr 0.001918] [CE 4.428 (4.174)] [KD 3.185 (3.170)] +2024-10-17 16:23:08,652 - Train: 41.25% [516100/1251000] [412.5/1000.0] [batch_t 0.402 (0.442)] [data_t 0.015] [optim_t 0.387] [lr 0.001918] [CE 3.842 (4.225)] [KD 2.915 (3.163)] +2024-10-17 16:23:30,230 - Train: 41.26% [516150/1251000] [412.6/1000.0] [batch_t 0.517 (0.431)] [data_t 0.015] [optim_t 0.502] [lr 0.001918] [CE 4.010 (4.195)] [KD 2.944 (3.125)] +2024-10-17 16:23:52,283 - Train: 41.26% [516200/1251000] [412.6/1000.0] [batch_t 0.478 (0.441)] [data_t 0.015] [optim_t 0.463] [lr 0.001918] [CE 4.088 (4.264)] [KD 2.966 (3.187)] +2024-10-17 16:24:13,787 - Train: 41.27% [516250/1251000] [412.7/1000.0] [batch_t 0.367 (0.430)] [data_t 0.016] [optim_t 0.351] [lr 0.001917] [CE 4.447 (4.277)] [KD 3.323 (3.204)] +2024-10-17 16:24:33,981 - Train: 41.27% [516300/1251000] [412.7/1000.0] [batch_t 0.387 (0.404)] [data_t 0.015] [optim_t 0.371] [lr 0.001917] [CE 4.171 (4.176)] [KD 3.324 (3.162)] +2024-10-17 16:24:54,840 - Train: 41.27% [516350/1251000] [412.7/1000.0] [batch_t 0.455 (0.417)] [data_t 0.015] [optim_t 0.439] [lr 0.001917] [CE 3.849 (4.151)] [KD 2.956 (3.159)] +2024-10-17 16:25:15,255 - Train: 41.28% [516400/1251000] [412.8/1000.0] [batch_t 0.400 (0.408)] [data_t 0.015] [optim_t 0.385] [lr 0.001917] [CE 4.130 (4.160)] [KD 3.013 (3.135)] +2024-10-17 16:25:36,483 - Train: 41.28% [516450/1251000] [412.8/1000.0] [batch_t 0.428 (0.424)] [data_t 0.015] [optim_t 0.413] [lr 0.001917] [CE 4.045 (4.170)] [KD 3.096 (3.167)] +2024-10-17 16:25:58,040 - Train: 41.29% [516500/1251000] [412.9/1000.0] [batch_t 0.360 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.001916] [CE 4.440 (4.270)] [KD 2.974 (3.171)] +2024-10-17 16:26:19,205 - Train: 41.29% [516550/1251000] [412.9/1000.0] [batch_t 0.413 (0.423)] [data_t 0.015] [optim_t 0.397] [lr 0.001916] [CE 3.939 (4.220)] [KD 2.972 (3.163)] +2024-10-17 16:26:40,502 - Train: 41.29% [516600/1251000] [412.9/1000.0] [batch_t 0.437 (0.426)] [data_t 0.015] [optim_t 0.421] [lr 0.001916] [CE 4.400 (4.186)] [KD 3.125 (3.106)] +2024-10-17 16:27:01,782 - Train: 41.30% [516650/1251000] [413.0/1000.0] [batch_t 0.475 (0.426)] [data_t 0.015] [optim_t 0.460] [lr 0.001916] [CE 4.518 (4.183)] [KD 3.118 (3.075)] +2024-10-17 16:27:28,703 - Test (net): 100.00% [50/50] [batch_t 0.150 (0.437)] [top1_cnt 38382] [top5_cnt 46804] [top_all 50000] +2024-10-17 16:27:28,703 - net: 76.764 (93.608) +2024-10-17 16:27:50,425 - Test (net_E): 100.00% [50/50] [batch_t 0.131 (0.428)] [top1_cnt 40282] [top5_cnt 47667] [top_all 50000] +2024-10-17 16:27:50,426 - net_E: 80.564 (95.334) +2024-10-17 16:27:50,576 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.600 (epoch: 410)] +2024-10-17 16:27:50,576 - ==> Total time: 2 days, 16:45:59 Eta: 3 days, 20:03:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 16:28:10,971 - Train: 41.30% [516700/1251000] [413.0/1000.0] [batch_t 0.363 (0.511)] [data_t 0.016] [optim_t 0.347] [lr 0.001916] [CE 4.194 (4.209)] [KD 3.148 (3.089)] +2024-10-17 16:28:32,637 - Train: 41.31% [516750/1251000] [413.1/1000.0] [batch_t 0.444 (0.433)] [data_t 0.020] [optim_t 0.424] [lr 0.001916] [CE 3.942 (4.082)] [KD 2.805 (3.037)] +2024-10-17 16:28:54,332 - Train: 41.31% [516800/1251000] [413.1/1000.0] [batch_t 0.444 (0.434)] [data_t 0.016] [optim_t 0.428] [lr 0.001915] [CE 3.806 (4.169)] [KD 3.125 (3.110)] +2024-10-17 16:29:15,441 - Train: 41.31% [516850/1251000] [413.1/1000.0] [batch_t 0.468 (0.422)] [data_t 0.015] [optim_t 0.453] [lr 0.001915] [CE 4.264 (4.130)] [KD 3.005 (3.099)] +2024-10-17 16:29:37,271 - Train: 41.32% [516900/1251000] [413.2/1000.0] [batch_t 0.413 (0.436)] [data_t 0.015] [optim_t 0.397] [lr 0.001915] [CE 4.627 (4.155)] [KD 3.240 (3.105)] +2024-10-17 16:29:58,573 - Train: 41.32% [516950/1251000] [413.2/1000.0] [batch_t 0.403 (0.426)] [data_t 0.016] [optim_t 0.388] [lr 0.001915] [CE 4.104 (4.157)] [KD 3.120 (3.134)] +2024-10-17 16:30:19,635 - Train: 41.33% [517000/1251000] [413.3/1000.0] [batch_t 0.375 (0.421)] [data_t 0.015] [optim_t 0.360] [lr 0.001915] [CE 3.955 (4.177)] [KD 2.897 (3.146)] +2024-10-17 16:30:40,816 - Train: 41.33% [517050/1251000] [413.3/1000.0] [batch_t 0.360 (0.424)] [data_t 0.016] [optim_t 0.345] [lr 0.001914] [CE 4.475 (4.173)] [KD 3.390 (3.173)] +2024-10-17 16:31:02,060 - Train: 41.33% [517100/1251000] [413.3/1000.0] [batch_t 0.562 (0.425)] [data_t 0.016] [optim_t 0.546] [lr 0.001914] [CE 4.216 (4.214)] [KD 3.156 (3.135)] +2024-10-17 16:31:22,517 - Train: 41.34% [517150/1251000] [413.4/1000.0] [batch_t 0.361 (0.409)] [data_t 0.015] [optim_t 0.345] [lr 0.001914] [CE 3.931 (4.136)] [KD 3.130 (3.068)] +2024-10-17 16:31:43,794 - Train: 41.34% [517200/1251000] [413.4/1000.0] [batch_t 0.423 (0.425)] [data_t 0.015] [optim_t 0.407] [lr 0.001914] [CE 3.820 (4.166)] [KD 2.937 (3.093)] +2024-10-17 16:32:04,707 - Train: 41.35% [517250/1251000] [413.5/1000.0] [batch_t 0.411 (0.418)] [data_t 0.016] [optim_t 0.395] [lr 0.001914] [CE 4.251 (4.130)] [KD 3.146 (3.111)] +2024-10-17 16:32:26,531 - Train: 41.35% [517300/1251000] [413.5/1000.0] [batch_t 0.459 (0.436)] [data_t 0.015] [optim_t 0.443] [lr 0.001914] [CE 4.005 (4.107)] [KD 2.994 (3.114)] +2024-10-17 16:32:47,642 - Train: 41.35% [517350/1251000] [413.5/1000.0] [batch_t 0.507 (0.422)] [data_t 0.016] [optim_t 0.492] [lr 0.001913] [CE 4.124 (4.151)] [KD 3.001 (3.160)] +2024-10-17 16:33:08,815 - Train: 41.36% [517400/1251000] [413.6/1000.0] [batch_t 0.404 (0.423)] [data_t 0.015] [optim_t 0.389] [lr 0.001913] [CE 4.217 (4.173)] [KD 3.227 (3.107)] +2024-10-17 16:33:29,749 - Train: 41.36% [517450/1251000] [413.6/1000.0] [batch_t 0.387 (0.419)] [data_t 0.016] [optim_t 0.372] [lr 0.001913] [CE 3.867 (4.190)] [KD 2.901 (3.135)] +2024-10-17 16:33:50,845 - Train: 41.37% [517500/1251000] [413.7/1000.0] [batch_t 0.418 (0.422)] [data_t 0.015] [optim_t 0.402] [lr 0.001913] [CE 4.165 (4.189)] [KD 3.098 (3.133)] +2024-10-17 16:34:11,688 - Train: 41.37% [517550/1251000] [413.7/1000.0] [batch_t 0.474 (0.417)] [data_t 0.015] [optim_t 0.459] [lr 0.001913] [CE 3.954 (4.222)] [KD 3.147 (3.175)] +2024-10-17 16:34:32,773 - Train: 41.37% [517600/1251000] [413.7/1000.0] [batch_t 0.439 (0.422)] [data_t 0.015] [optim_t 0.423] [lr 0.001912] [CE 4.304 (4.227)] [KD 3.434 (3.174)] +2024-10-17 16:34:54,196 - Train: 41.38% [517650/1251000] [413.8/1000.0] [batch_t 0.423 (0.428)] [data_t 0.016] [optim_t 0.407] [lr 0.001912] [CE 3.585 (4.232)] [KD 2.728 (3.113)] +2024-10-17 16:35:15,794 - Train: 41.38% [517700/1251000] [413.8/1000.0] [batch_t 0.409 (0.432)] [data_t 0.016] [optim_t 0.394] [lr 0.001912] [CE 4.327 (4.223)] [KD 3.440 (3.134)] +2024-10-17 16:35:37,693 - Train: 41.39% [517750/1251000] [413.9/1000.0] [batch_t 0.419 (0.438)] [data_t 0.015] [optim_t 0.403] [lr 0.001912] [CE 3.614 (4.232)] [KD 2.987 (3.206)] +2024-10-17 16:35:59,626 - Train: 41.39% [517800/1251000] [413.9/1000.0] [batch_t 0.358 (0.439)] [data_t 0.015] [optim_t 0.342] [lr 0.001912] [CE 4.294 (4.209)] [KD 3.274 (3.209)] +2024-10-17 16:36:20,644 - Train: 41.39% [517850/1251000] [413.9/1000.0] [batch_t 0.419 (0.420)] [data_t 0.015] [optim_t 0.403] [lr 0.001912] [CE 4.163 (4.130)] [KD 3.087 (3.115)] +2024-10-17 16:36:41,812 - Train: 41.40% [517900/1251000] [414.0/1000.0] [batch_t 0.435 (0.423)] [data_t 0.015] [optim_t 0.420] [lr 0.001911] [CE 4.019 (4.182)] [KD 3.179 (3.132)] +2024-10-17 16:37:08,274 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.419)] [top1_cnt 38226] [top5_cnt 46757] [top_all 50000] +2024-10-17 16:37:08,274 - net: 76.452 (93.514) +2024-10-17 16:37:29,129 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 40284] [top5_cnt 47668] [top_all 50000] +2024-10-17 16:37:29,130 - net_E: 80.568 (95.336) +2024-10-17 16:37:29,293 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.600 (epoch: 410)] +2024-10-17 16:37:29,294 - ==> Total time: 2 days, 16:55:37 Eta: 3 days, 19:54:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 16:37:49,105 - Train: 41.40% [517950/1251000] [414.0/1000.0] [batch_t 0.421 (0.510)] [data_t 0.075] [optim_t 0.346] [lr 0.001911] [CE 3.669 (4.194)] [KD 2.829 (3.115)] +2024-10-17 16:38:10,360 - Train: 41.41% [518000/1251000] [414.1/1000.0] [batch_t 0.375 (0.425)] [data_t 0.033] [optim_t 0.342] [lr 0.001911] [CE 4.143 (4.190)] [KD 2.987 (3.117)] +2024-10-17 16:38:32,071 - Train: 41.41% [518050/1251000] [414.1/1000.0] [batch_t 0.427 (0.434)] [data_t 0.081] [optim_t 0.346] [lr 0.001911] [CE 4.179 (4.267)] [KD 3.259 (3.165)] +2024-10-17 16:38:53,994 - Train: 41.41% [518100/1251000] [414.1/1000.0] [batch_t 0.471 (0.438)] [data_t 0.129] [optim_t 0.342] [lr 0.001911] [CE 4.425 (4.263)] [KD 3.002 (3.135)] +2024-10-17 16:39:15,920 - Train: 41.42% [518150/1251000] [414.2/1000.0] [batch_t 0.468 (0.438)] [data_t 0.015] [optim_t 0.453] [lr 0.001911] [CE 4.245 (4.192)] [KD 3.307 (3.143)] +2024-10-17 16:39:38,053 - Train: 41.42% [518200/1251000] [414.2/1000.0] [batch_t 0.442 (0.443)] [data_t 0.015] [optim_t 0.427] [lr 0.001910] [CE 4.006 (4.216)] [KD 2.942 (3.115)] +2024-10-17 16:40:00,213 - Train: 41.43% [518250/1251000] [414.3/1000.0] [batch_t 0.489 (0.443)] [data_t 0.015] [optim_t 0.473] [lr 0.001910] [CE 3.995 (4.214)] [KD 3.083 (3.076)] +2024-10-17 16:40:21,183 - Train: 41.43% [518300/1251000] [414.3/1000.0] [batch_t 0.404 (0.419)] [data_t 0.015] [optim_t 0.389] [lr 0.001910] [CE 3.806 (4.193)] [KD 2.882 (3.167)] +2024-10-17 16:40:42,286 - Train: 41.43% [518350/1251000] [414.3/1000.0] [batch_t 0.417 (0.422)] [data_t 0.015] [optim_t 0.401] [lr 0.001910] [CE 3.705 (4.192)] [KD 2.952 (3.109)] +2024-10-17 16:41:03,561 - Train: 41.44% [518400/1251000] [414.4/1000.0] [batch_t 0.503 (0.425)] [data_t 0.016] [optim_t 0.488] [lr 0.001910] [CE 4.457 (4.251)] [KD 3.182 (3.163)] +2024-10-17 16:41:24,299 - Train: 41.44% [518450/1251000] [414.4/1000.0] [batch_t 0.385 (0.415)] [data_t 0.015] [optim_t 0.370] [lr 0.001909] [CE 4.136 (4.206)] [KD 3.437 (3.156)] +2024-10-17 16:41:45,083 - Train: 41.45% [518500/1251000] [414.5/1000.0] [batch_t 0.362 (0.416)] [data_t 0.016] [optim_t 0.346] [lr 0.001909] [CE 3.947 (4.143)] [KD 2.822 (3.152)] +2024-10-17 16:42:06,619 - Train: 41.45% [518550/1251000] [414.5/1000.0] [batch_t 0.414 (0.431)] [data_t 0.015] [optim_t 0.399] [lr 0.001909] [CE 4.284 (4.123)] [KD 3.109 (3.104)] +2024-10-17 16:42:27,736 - Train: 41.45% [518600/1251000] [414.5/1000.0] [batch_t 0.408 (0.422)] [data_t 0.015] [optim_t 0.392] [lr 0.001909] [CE 4.626 (4.130)] [KD 3.403 (3.152)] +2024-10-17 16:42:49,533 - Train: 41.46% [518650/1251000] [414.6/1000.0] [batch_t 0.452 (0.436)] [data_t 0.015] [optim_t 0.436] [lr 0.001909] [CE 4.418 (4.215)] [KD 3.221 (3.161)] +2024-10-17 16:43:11,110 - Train: 41.46% [518700/1251000] [414.6/1000.0] [batch_t 0.460 (0.431)] [data_t 0.015] [optim_t 0.445] [lr 0.001909] [CE 4.247 (4.226)] [KD 3.257 (3.153)] +2024-10-17 16:43:32,170 - Train: 41.47% [518750/1251000] [414.7/1000.0] [batch_t 0.439 (0.421)] [data_t 0.015] [optim_t 0.423] [lr 0.001908] [CE 4.265 (4.179)] [KD 3.157 (3.168)] +2024-10-17 16:43:53,248 - Train: 41.47% [518800/1251000] [414.7/1000.0] [batch_t 0.396 (0.421)] [data_t 0.049] [optim_t 0.348] [lr 0.001908] [CE 4.001 (4.178)] [KD 2.912 (3.142)] +2024-10-17 16:44:14,294 - Train: 41.47% [518850/1251000] [414.7/1000.0] [batch_t 0.470 (0.421)] [data_t 0.125] [optim_t 0.345] [lr 0.001908] [CE 3.989 (4.159)] [KD 3.046 (3.191)] +2024-10-17 16:44:35,761 - Train: 41.48% [518900/1251000] [414.8/1000.0] [batch_t 0.442 (0.429)] [data_t 0.099] [optim_t 0.343] [lr 0.001908] [CE 4.458 (4.121)] [KD 3.171 (3.111)] +2024-10-17 16:44:57,584 - Train: 41.48% [518950/1251000] [414.8/1000.0] [batch_t 0.512 (0.436)] [data_t 0.167] [optim_t 0.345] [lr 0.001908] [CE 4.409 (4.268)] [KD 3.258 (3.129)] +2024-10-17 16:45:18,735 - Train: 41.49% [519000/1251000] [414.9/1000.0] [batch_t 0.365 (0.423)] [data_t 0.015] [optim_t 0.350] [lr 0.001907] [CE 4.064 (4.198)] [KD 3.124 (3.121)] +2024-10-17 16:45:39,726 - Train: 41.49% [519050/1251000] [414.9/1000.0] [batch_t 0.410 (0.420)] [data_t 0.060] [optim_t 0.350] [lr 0.001907] [CE 3.815 (4.134)] [KD 2.966 (3.073)] +2024-10-17 16:46:01,098 - Train: 41.49% [519100/1251000] [414.9/1000.0] [batch_t 0.489 (0.427)] [data_t 0.143] [optim_t 0.346] [lr 0.001907] [CE 4.110 (4.141)] [KD 3.259 (3.083)] +2024-10-17 16:46:22,795 - Train: 41.50% [519150/1251000] [415.0/1000.0] [batch_t 0.506 (0.434)] [data_t 0.163] [optim_t 0.344] [lr 0.001907] [CE 4.189 (4.159)] [KD 3.138 (3.147)] +2024-10-17 16:46:50,358 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 37772] [top5_cnt 46491] [top_all 50000] +2024-10-17 16:46:50,358 - net: 75.544 (92.982) +2024-10-17 16:47:11,932 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40297] [top5_cnt 47670] [top_all 50000] +2024-10-17 16:47:11,933 - net_E: 80.594 (95.340) +2024-10-17 16:47:12,101 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.600 (epoch: 410)] +2024-10-17 16:47:12,101 - ==> Total time: 2 days, 17:05:20 Eta: 3 days, 19:45:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 16:47:31,977 - Train: 41.50% [519200/1251000] [415.0/1000.0] [batch_t 0.462 (0.523)] [data_t 0.015] [optim_t 0.447] [lr 0.001907] [CE 4.073 (4.172)] [KD 3.074 (3.136)] +2024-10-17 16:47:53,837 - Train: 41.51% [519250/1251000] [415.1/1000.0] [batch_t 0.454 (0.437)] [data_t 0.015] [optim_t 0.438] [lr 0.001907] [CE 4.306 (4.148)] [KD 3.241 (3.096)] +2024-10-17 16:48:16,322 - Train: 41.51% [519300/1251000] [415.1/1000.0] [batch_t 0.360 (0.450)] [data_t 0.016] [optim_t 0.344] [lr 0.001906] [CE 4.095 (4.191)] [KD 3.016 (3.101)] +2024-10-17 16:48:37,909 - Train: 41.51% [519350/1251000] [415.1/1000.0] [batch_t 0.443 (0.432)] [data_t 0.016] [optim_t 0.427] [lr 0.001906] [CE 3.890 (4.180)] [KD 2.984 (3.120)] +2024-10-17 16:49:00,506 - Train: 41.52% [519400/1251000] [415.2/1000.0] [batch_t 0.518 (0.452)] [data_t 0.015] [optim_t 0.503] [lr 0.001906] [CE 3.960 (4.181)] [KD 3.112 (3.132)] +2024-10-17 16:49:22,495 - Train: 41.52% [519450/1251000] [415.2/1000.0] [batch_t 0.472 (0.440)] [data_t 0.015] [optim_t 0.456] [lr 0.001906] [CE 4.257 (4.170)] [KD 3.318 (3.127)] +2024-10-17 16:49:44,394 - Train: 41.53% [519500/1251000] [415.3/1000.0] [batch_t 0.362 (0.438)] [data_t 0.015] [optim_t 0.347] [lr 0.001906] [CE 4.302 (4.135)] [KD 3.152 (3.099)] +2024-10-17 16:50:06,904 - Train: 41.53% [519550/1251000] [415.3/1000.0] [batch_t 0.490 (0.450)] [data_t 0.015] [optim_t 0.475] [lr 0.001905] [CE 4.062 (4.229)] [KD 3.172 (3.171)] +2024-10-17 16:50:28,494 - Train: 41.53% [519600/1251000] [415.3/1000.0] [batch_t 0.380 (0.432)] [data_t 0.015] [optim_t 0.364] [lr 0.001905] [CE 4.135 (4.210)] [KD 3.372 (3.158)] +2024-10-17 16:50:50,608 - Train: 41.54% [519650/1251000] [415.4/1000.0] [batch_t 0.387 (0.442)] [data_t 0.046] [optim_t 0.341] [lr 0.001905] [CE 4.486 (4.207)] [KD 3.307 (3.146)] +2024-10-17 16:51:11,979 - Train: 41.54% [519700/1251000] [415.4/1000.0] [batch_t 0.427 (0.427)] [data_t 0.085] [optim_t 0.343] [lr 0.001905] [CE 4.325 (4.199)] [KD 3.217 (3.158)] +2024-10-17 16:51:33,417 - Train: 41.55% [519750/1251000] [415.5/1000.0] [batch_t 0.400 (0.429)] [data_t 0.054] [optim_t 0.346] [lr 0.001905] [CE 4.274 (4.218)] [KD 3.206 (3.192)] +2024-10-17 16:51:55,332 - Train: 41.55% [519800/1251000] [415.5/1000.0] [batch_t 0.403 (0.438)] [data_t 0.054] [optim_t 0.349] [lr 0.001905] [CE 3.835 (4.204)] [KD 3.148 (3.155)] +2024-10-17 16:52:16,946 - Train: 41.55% [519850/1251000] [415.5/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.001904] [CE 4.204 (4.198)] [KD 3.146 (3.164)] +2024-10-17 16:52:38,668 - Train: 41.56% [519900/1251000] [415.6/1000.0] [batch_t 0.375 (0.434)] [data_t 0.029] [optim_t 0.346] [lr 0.001904] [CE 4.040 (4.200)] [KD 3.032 (3.157)] +2024-10-17 16:53:00,552 - Train: 41.56% [519950/1251000] [415.6/1000.0] [batch_t 0.443 (0.438)] [data_t 0.098] [optim_t 0.345] [lr 0.001904] [CE 4.118 (4.219)] [KD 2.861 (3.171)] +2024-10-17 16:53:22,736 - Train: 41.57% [520000/1251000] [415.7/1000.0] [batch_t 0.391 (0.444)] [data_t 0.047] [optim_t 0.344] [lr 0.001904] [CE 3.810 (4.178)] [KD 2.963 (3.136)] +2024-10-17 16:53:44,770 - Train: 41.57% [520050/1251000] [415.7/1000.0] [batch_t 0.420 (0.441)] [data_t 0.076] [optim_t 0.343] [lr 0.001904] [CE 4.332 (4.139)] [KD 3.011 (3.160)] +2024-10-17 16:54:06,853 - Train: 41.57% [520100/1251000] [415.7/1000.0] [batch_t 0.416 (0.442)] [data_t 0.072] [optim_t 0.344] [lr 0.001903] [CE 3.745 (4.202)] [KD 2.851 (3.090)] +2024-10-17 16:54:28,885 - Train: 41.58% [520150/1251000] [415.8/1000.0] [batch_t 0.442 (0.441)] [data_t 0.100] [optim_t 0.342] [lr 0.001903] [CE 4.093 (4.134)] [KD 3.071 (3.061)] +2024-10-17 16:54:50,889 - Train: 41.58% [520200/1251000] [415.8/1000.0] [batch_t 0.436 (0.440)] [data_t 0.093] [optim_t 0.343] [lr 0.001903] [CE 4.138 (4.153)] [KD 2.918 (3.075)] +2024-10-17 16:55:13,101 - Train: 41.59% [520250/1251000] [415.9/1000.0] [batch_t 0.538 (0.444)] [data_t 0.193] [optim_t 0.345] [lr 0.001903] [CE 4.133 (4.190)] [KD 3.135 (3.120)] +2024-10-17 16:55:35,450 - Train: 41.59% [520300/1251000] [415.9/1000.0] [batch_t 0.456 (0.447)] [data_t 0.111] [optim_t 0.345] [lr 0.001903] [CE 3.878 (4.165)] [KD 2.982 (3.121)] +2024-10-17 16:55:57,925 - Train: 41.59% [520350/1251000] [415.9/1000.0] [batch_t 0.388 (0.449)] [data_t 0.043] [optim_t 0.345] [lr 0.001903] [CE 3.766 (4.141)] [KD 2.866 (3.127)] +2024-10-17 16:56:19,763 - Train: 41.60% [520400/1251000] [416.0/1000.0] [batch_t 0.495 (0.437)] [data_t 0.150] [optim_t 0.345] [lr 0.001902] [CE 4.410 (4.255)] [KD 3.236 (3.248)] +2024-10-17 16:56:47,978 - Test (net): 100.00% [50/50] [batch_t 0.144 (0.440)] [top1_cnt 38361] [top5_cnt 46824] [top_all 50000] +2024-10-17 16:56:47,978 - net: 76.722 (93.648) +2024-10-17 16:57:09,569 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40316] [top5_cnt 47656] [top_all 50000] +2024-10-17 16:57:09,570 - net_E: 80.632 (95.312) +2024-10-17 16:57:09,750 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.632 (epoch: 416)] +2024-10-17 16:57:09,751 - ==> Total time: 2 days, 17:15:18 Eta: 3 days, 19:36:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 16:57:29,477 - Train: 41.60% [520450/1251000] [416.0/1000.0] [batch_t 0.359 (0.437)] [data_t 0.015] [optim_t 0.343] [lr 0.001902] [CE 3.846 (4.125)] [KD 2.879 (3.061)] +2024-10-17 16:57:50,607 - Train: 41.61% [520500/1251000] [416.1/1000.0] [batch_t 0.381 (0.422)] [data_t 0.015] [optim_t 0.365] [lr 0.001902] [CE 3.971 (4.156)] [KD 3.058 (3.077)] +2024-10-17 16:58:12,452 - Train: 41.61% [520550/1251000] [416.1/1000.0] [batch_t 0.414 (0.437)] [data_t 0.015] [optim_t 0.399] [lr 0.001902] [CE 3.999 (4.199)] [KD 2.903 (3.114)] +2024-10-17 16:58:34,286 - Train: 41.61% [520600/1251000] [416.1/1000.0] [batch_t 0.452 (0.436)] [data_t 0.015] [optim_t 0.437] [lr 0.001902] [CE 3.976 (4.251)] [KD 3.147 (3.147)] +2024-10-17 16:58:55,898 - Train: 41.62% [520650/1251000] [416.2/1000.0] [batch_t 0.436 (0.432)] [data_t 0.015] [optim_t 0.421] [lr 0.001902] [CE 3.850 (4.263)] [KD 3.071 (3.184)] +2024-10-17 16:59:17,420 - Train: 41.62% [520700/1251000] [416.2/1000.0] [batch_t 0.383 (0.430)] [data_t 0.015] [optim_t 0.368] [lr 0.001901] [CE 4.210 (4.152)] [KD 3.048 (3.101)] +2024-10-17 16:59:38,514 - Train: 41.63% [520750/1251000] [416.3/1000.0] [batch_t 0.425 (0.422)] [data_t 0.015] [optim_t 0.410] [lr 0.001901] [CE 4.454 (4.151)] [KD 3.179 (3.096)] +2024-10-17 17:00:00,144 - Train: 41.63% [520800/1251000] [416.3/1000.0] [batch_t 0.467 (0.432)] [data_t 0.015] [optim_t 0.452] [lr 0.001901] [CE 4.014 (4.183)] [KD 3.253 (3.171)] +2024-10-17 17:00:21,477 - Train: 41.63% [520850/1251000] [416.3/1000.0] [batch_t 0.460 (0.427)] [data_t 0.016] [optim_t 0.445] [lr 0.001901] [CE 4.272 (4.244)] [KD 3.245 (3.169)] +2024-10-17 17:00:43,002 - Train: 41.64% [520900/1251000] [416.4/1000.0] [batch_t 0.394 (0.430)] [data_t 0.015] [optim_t 0.379] [lr 0.001901] [CE 4.258 (4.210)] [KD 3.391 (3.145)] +2024-10-17 17:01:04,270 - Train: 41.64% [520950/1251000] [416.4/1000.0] [batch_t 0.469 (0.425)] [data_t 0.122] [optim_t 0.346] [lr 0.001900] [CE 4.365 (4.218)] [KD 3.333 (3.147)] +2024-10-17 17:01:26,395 - Train: 41.65% [521000/1251000] [416.5/1000.0] [batch_t 0.374 (0.442)] [data_t 0.029] [optim_t 0.345] [lr 0.001900] [CE 4.721 (4.274)] [KD 3.354 (3.179)] +2024-10-17 17:01:48,041 - Train: 41.65% [521050/1251000] [416.5/1000.0] [batch_t 0.413 (0.433)] [data_t 0.073] [optim_t 0.340] [lr 0.001900] [CE 4.001 (4.220)] [KD 2.944 (3.146)] +2024-10-17 17:02:09,772 - Train: 41.65% [521100/1251000] [416.5/1000.0] [batch_t 0.450 (0.435)] [data_t 0.105] [optim_t 0.345] [lr 0.001900] [CE 3.876 (4.125)] [KD 2.958 (3.124)] +2024-10-17 17:02:31,780 - Train: 41.66% [521150/1251000] [416.6/1000.0] [batch_t 0.358 (0.440)] [data_t 0.016] [optim_t 0.342] [lr 0.001900] [CE 3.851 (4.187)] [KD 2.826 (3.097)] +2024-10-17 17:02:53,511 - Train: 41.66% [521200/1251000] [416.6/1000.0] [batch_t 0.409 (0.435)] [data_t 0.065] [optim_t 0.343] [lr 0.001900] [CE 4.158 (4.221)] [KD 3.001 (3.130)] +2024-10-17 17:03:15,296 - Train: 41.67% [521250/1251000] [416.7/1000.0] [batch_t 0.460 (0.436)] [data_t 0.119] [optim_t 0.341] [lr 0.001899] [CE 3.886 (4.192)] [KD 3.077 (3.110)] +2024-10-17 17:03:36,919 - Train: 41.67% [521300/1251000] [416.7/1000.0] [batch_t 0.448 (0.432)] [data_t 0.104] [optim_t 0.344] [lr 0.001899] [CE 3.968 (4.206)] [KD 3.016 (3.123)] +2024-10-17 17:03:58,357 - Train: 41.67% [521350/1251000] [416.7/1000.0] [batch_t 0.459 (0.429)] [data_t 0.117] [optim_t 0.343] [lr 0.001899] [CE 4.496 (4.175)] [KD 3.353 (3.125)] +2024-10-17 17:04:20,047 - Train: 41.68% [521400/1251000] [416.8/1000.0] [batch_t 0.441 (0.434)] [data_t 0.097] [optim_t 0.344] [lr 0.001899] [CE 4.272 (4.220)] [KD 3.150 (3.192)] +2024-10-17 17:04:41,752 - Train: 41.68% [521450/1251000] [416.8/1000.0] [batch_t 0.438 (0.434)] [data_t 0.092] [optim_t 0.345] [lr 0.001899] [CE 3.718 (4.233)] [KD 3.130 (3.193)] +2024-10-17 17:05:03,473 - Train: 41.69% [521500/1251000] [416.9/1000.0] [batch_t 0.419 (0.434)] [data_t 0.078] [optim_t 0.341] [lr 0.001898] [CE 3.862 (4.173)] [KD 3.058 (3.173)] +2024-10-17 17:05:25,727 - Train: 41.69% [521550/1251000] [416.9/1000.0] [batch_t 0.475 (0.445)] [data_t 0.015] [optim_t 0.460] [lr 0.001898] [CE 4.575 (4.251)] [KD 3.368 (3.195)] +2024-10-17 17:05:47,293 - Train: 41.69% [521600/1251000] [416.9/1000.0] [batch_t 0.451 (0.431)] [data_t 0.015] [optim_t 0.435] [lr 0.001898] [CE 4.429 (4.192)] [KD 3.283 (3.130)] +2024-10-17 17:06:09,148 - Train: 41.70% [521650/1251000] [417.0/1000.0] [batch_t 0.427 (0.437)] [data_t 0.015] [optim_t 0.411] [lr 0.001898] [CE 4.464 (4.263)] [KD 3.480 (3.171)] +2024-10-17 17:06:39,333 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.473)] [top1_cnt 38249] [top5_cnt 46785] [top_all 50000] +2024-10-17 17:06:39,334 - net: 76.498 (93.570) +2024-10-17 17:07:01,171 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 40330] [top5_cnt 47667] [top_all 50000] +2024-10-17 17:07:01,172 - net_E: 80.660 (95.334) +2024-10-17 17:07:01,373 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 17:07:01,374 - ==> Total time: 2 days, 17:25:09 Eta: 3 days, 19:27:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 17:07:23,869 - Train: 41.70% [521700/1251000] [417.0/1000.0] [batch_t 0.364 (0.428)] [data_t 0.016] [optim_t 0.348] [lr 0.001898] [CE 4.358 (4.246)] [KD 3.098 (3.180)] +2024-10-17 17:07:45,229 - Train: 41.71% [521750/1251000] [417.1/1000.0] [batch_t 0.395 (0.427)] [data_t 0.052] [optim_t 0.343] [lr 0.001898] [CE 3.954 (4.196)] [KD 2.930 (3.096)] +2024-10-17 17:08:06,249 - Train: 41.71% [521800/1251000] [417.1/1000.0] [batch_t 0.419 (0.420)] [data_t 0.075] [optim_t 0.344] [lr 0.001897] [CE 4.833 (4.154)] [KD 3.405 (3.118)] +2024-10-17 17:08:27,627 - Train: 41.71% [521850/1251000] [417.1/1000.0] [batch_t 0.540 (0.427)] [data_t 0.195] [optim_t 0.345] [lr 0.001897] [CE 4.283 (4.132)] [KD 3.050 (3.072)] +2024-10-17 17:08:48,688 - Train: 41.72% [521900/1251000] [417.2/1000.0] [batch_t 0.400 (0.421)] [data_t 0.055] [optim_t 0.345] [lr 0.001897] [CE 4.692 (4.242)] [KD 3.247 (3.124)] +2024-10-17 17:09:09,710 - Train: 41.72% [521950/1251000] [417.2/1000.0] [batch_t 0.419 (0.420)] [data_t 0.075] [optim_t 0.344] [lr 0.001897] [CE 4.542 (4.219)] [KD 3.146 (3.070)] +2024-10-17 17:09:30,799 - Train: 41.73% [522000/1251000] [417.3/1000.0] [batch_t 0.410 (0.422)] [data_t 0.065] [optim_t 0.345] [lr 0.001897] [CE 4.252 (4.180)] [KD 3.202 (3.115)] +2024-10-17 17:09:51,967 - Train: 41.73% [522050/1251000] [417.3/1000.0] [batch_t 0.500 (0.423)] [data_t 0.155] [optim_t 0.345] [lr 0.001896] [CE 4.149 (4.195)] [KD 3.056 (3.130)] +2024-10-17 17:10:12,734 - Train: 41.73% [522100/1251000] [417.3/1000.0] [batch_t 0.433 (0.415)] [data_t 0.087] [optim_t 0.346] [lr 0.001896] [CE 4.500 (4.163)] [KD 3.174 (3.106)] +2024-10-17 17:10:34,098 - Train: 41.74% [522150/1251000] [417.4/1000.0] [batch_t 0.429 (0.427)] [data_t 0.083] [optim_t 0.346] [lr 0.001896] [CE 3.736 (4.213)] [KD 3.107 (3.136)] +2024-10-17 17:10:55,881 - Train: 41.74% [522200/1251000] [417.4/1000.0] [batch_t 0.495 (0.436)] [data_t 0.151] [optim_t 0.344] [lr 0.001896] [CE 4.445 (4.118)] [KD 3.304 (3.119)] +2024-10-17 17:11:17,816 - Train: 41.75% [522250/1251000] [417.5/1000.0] [batch_t 0.358 (0.439)] [data_t 0.015] [optim_t 0.343] [lr 0.001896] [CE 3.901 (4.120)] [KD 3.149 (3.132)] +2024-10-17 17:11:39,439 - Train: 41.75% [522300/1251000] [417.5/1000.0] [batch_t 0.374 (0.432)] [data_t 0.025] [optim_t 0.349] [lr 0.001896] [CE 4.200 (4.196)] [KD 2.978 (3.174)] +2024-10-17 17:12:00,869 - Train: 41.75% [522350/1251000] [417.5/1000.0] [batch_t 0.404 (0.428)] [data_t 0.060] [optim_t 0.344] [lr 0.001895] [CE 4.309 (4.153)] [KD 3.313 (3.143)] +2024-10-17 17:12:21,966 - Train: 41.76% [522400/1251000] [417.6/1000.0] [batch_t 0.459 (0.422)] [data_t 0.114] [optim_t 0.345] [lr 0.001895] [CE 4.510 (4.219)] [KD 3.092 (3.130)] +2024-10-17 17:12:43,269 - Train: 41.76% [522450/1251000] [417.6/1000.0] [batch_t 0.442 (0.426)] [data_t 0.097] [optim_t 0.345] [lr 0.001895] [CE 3.993 (4.220)] [KD 3.019 (3.133)] +2024-10-17 17:13:05,252 - Train: 41.77% [522500/1251000] [417.7/1000.0] [batch_t 0.514 (0.440)] [data_t 0.109] [optim_t 0.405] [lr 0.001895] [CE 4.522 (4.191)] [KD 3.096 (3.130)] +2024-10-17 17:13:26,969 - Train: 41.77% [522550/1251000] [417.7/1000.0] [batch_t 0.438 (0.434)] [data_t 0.095] [optim_t 0.343] [lr 0.001895] [CE 4.593 (4.199)] [KD 3.276 (3.182)] +2024-10-17 17:13:48,975 - Train: 41.77% [522600/1251000] [417.7/1000.0] [batch_t 0.407 (0.440)] [data_t 0.057] [optim_t 0.350] [lr 0.001894] [CE 4.198 (4.193)] [KD 3.028 (3.157)] +2024-10-17 17:14:10,637 - Train: 41.78% [522650/1251000] [417.8/1000.0] [batch_t 0.365 (0.433)] [data_t 0.016] [optim_t 0.349] [lr 0.001894] [CE 4.258 (4.220)] [KD 3.312 (3.171)] +2024-10-17 17:14:32,434 - Train: 41.78% [522700/1251000] [417.8/1000.0] [batch_t 0.437 (0.436)] [data_t 0.093] [optim_t 0.344] [lr 0.001894] [CE 4.048 (4.091)] [KD 2.840 (3.094)] +2024-10-17 17:14:54,563 - Train: 41.79% [522750/1251000] [417.9/1000.0] [batch_t 0.406 (0.442)] [data_t 0.064] [optim_t 0.342] [lr 0.001894] [CE 3.991 (4.216)] [KD 2.998 (3.138)] +2024-10-17 17:15:16,203 - Train: 41.79% [522800/1251000] [417.9/1000.0] [batch_t 0.420 (0.433)] [data_t 0.078] [optim_t 0.342] [lr 0.001894] [CE 4.317 (4.165)] [KD 3.341 (3.138)] +2024-10-17 17:15:37,866 - Train: 41.79% [522850/1251000] [417.9/1000.0] [batch_t 0.426 (0.433)] [data_t 0.084] [optim_t 0.343] [lr 0.001894] [CE 4.398 (4.223)] [KD 3.122 (3.151)] +2024-10-17 17:15:59,258 - Train: 41.80% [522900/1251000] [418.0/1000.0] [batch_t 0.444 (0.428)] [data_t 0.098] [optim_t 0.346] [lr 0.001893] [CE 4.045 (4.279)] [KD 3.203 (3.195)] +2024-10-17 17:16:28,503 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 38309] [top5_cnt 46821] [top_all 50000] +2024-10-17 17:16:28,503 - net: 76.618 (93.642) +2024-10-17 17:16:50,042 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40318] [top5_cnt 47676] [top_all 50000] +2024-10-17 17:16:50,042 - net_E: 80.636 (95.352) +2024-10-17 17:16:50,201 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 17:16:50,201 - ==> Total time: 2 days, 17:34:58 Eta: 3 days, 19:18:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 17:17:08,413 - Train: 41.80% [522950/1251000] [418.0/1000.0] [batch_t 0.361 (0.526)] [data_t 0.015] [optim_t 0.345] [lr 0.001893] [CE 4.460 (4.097)] [KD 3.395 (3.082)] +2024-10-17 17:17:28,633 - Train: 41.81% [523000/1251000] [418.1/1000.0] [batch_t 0.473 (0.404)] [data_t 0.015] [optim_t 0.458] [lr 0.001893] [CE 3.888 (4.211)] [KD 3.010 (3.156)] +2024-10-17 17:17:49,648 - Train: 41.81% [523050/1251000] [418.1/1000.0] [batch_t 0.358 (0.420)] [data_t 0.015] [optim_t 0.343] [lr 0.001893] [CE 4.232 (4.164)] [KD 3.031 (3.135)] +2024-10-17 17:18:10,830 - Train: 41.81% [523100/1251000] [418.1/1000.0] [batch_t 0.377 (0.424)] [data_t 0.015] [optim_t 0.361] [lr 0.001893] [CE 4.571 (4.074)] [KD 3.408 (3.034)] +2024-10-17 17:18:31,710 - Train: 41.82% [523150/1251000] [418.2/1000.0] [batch_t 0.560 (0.417)] [data_t 0.015] [optim_t 0.545] [lr 0.001893] [CE 3.977 (4.122)] [KD 3.155 (3.119)] +2024-10-17 17:18:52,209 - Train: 41.82% [523200/1251000] [418.2/1000.0] [batch_t 0.399 (0.410)] [data_t 0.015] [optim_t 0.383] [lr 0.001892] [CE 4.245 (4.124)] [KD 3.277 (3.119)] +2024-10-17 17:19:13,041 - Train: 41.83% [523250/1251000] [418.3/1000.0] [batch_t 0.403 (0.417)] [data_t 0.015] [optim_t 0.387] [lr 0.001892] [CE 4.277 (4.112)] [KD 3.472 (3.112)] +2024-10-17 17:19:33,722 - Train: 41.83% [523300/1251000] [418.3/1000.0] [batch_t 0.440 (0.414)] [data_t 0.015] [optim_t 0.424] [lr 0.001892] [CE 4.052 (4.191)] [KD 3.131 (3.098)] +2024-10-17 17:19:54,503 - Train: 41.83% [523350/1251000] [418.3/1000.0] [batch_t 0.360 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.001892] [CE 3.958 (4.162)] [KD 3.049 (3.123)] +2024-10-17 17:20:15,324 - Train: 41.84% [523400/1251000] [418.4/1000.0] [batch_t 0.445 (0.416)] [data_t 0.015] [optim_t 0.430] [lr 0.001892] [CE 3.866 (4.158)] [KD 2.864 (3.052)] +2024-10-17 17:20:36,567 - Train: 41.84% [523450/1251000] [418.4/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.001891] [CE 4.137 (4.148)] [KD 2.984 (3.080)] +2024-10-17 17:20:57,220 - Train: 41.85% [523500/1251000] [418.5/1000.0] [batch_t 0.503 (0.413)] [data_t 0.015] [optim_t 0.487] [lr 0.001891] [CE 4.655 (4.194)] [KD 3.302 (3.156)] +2024-10-17 17:21:19,183 - Train: 41.85% [523550/1251000] [418.5/1000.0] [batch_t 0.410 (0.439)] [data_t 0.015] [optim_t 0.395] [lr 0.001891] [CE 4.636 (4.211)] [KD 3.506 (3.145)] +2024-10-17 17:21:41,260 - Train: 41.85% [523600/1251000] [418.5/1000.0] [batch_t 0.469 (0.441)] [data_t 0.015] [optim_t 0.454] [lr 0.001891] [CE 4.376 (4.172)] [KD 3.403 (3.082)] +2024-10-17 17:22:02,920 - Train: 41.86% [523650/1251000] [418.6/1000.0] [batch_t 0.482 (0.433)] [data_t 0.016] [optim_t 0.466] [lr 0.001891] [CE 4.276 (4.293)] [KD 3.240 (3.204)] +2024-10-17 17:22:24,143 - Train: 41.86% [523700/1251000] [418.6/1000.0] [batch_t 0.441 (0.424)] [data_t 0.016] [optim_t 0.425] [lr 0.001891] [CE 3.986 (4.193)] [KD 3.196 (3.150)] +2024-10-17 17:22:44,941 - Train: 41.87% [523750/1251000] [418.7/1000.0] [batch_t 0.423 (0.416)] [data_t 0.015] [optim_t 0.408] [lr 0.001890] [CE 4.246 (4.214)] [KD 3.049 (3.135)] +2024-10-17 17:23:07,556 - Train: 41.87% [523800/1251000] [418.7/1000.0] [batch_t 0.434 (0.452)] [data_t 0.015] [optim_t 0.419] [lr 0.001890] [CE 4.438 (4.272)] [KD 3.311 (3.166)] +2024-10-17 17:23:28,513 - Train: 41.87% [523850/1251000] [418.7/1000.0] [batch_t 0.420 (0.419)] [data_t 0.015] [optim_t 0.405] [lr 0.001890] [CE 3.571 (4.126)] [KD 3.016 (3.097)] +2024-10-17 17:23:50,808 - Train: 41.88% [523900/1251000] [418.8/1000.0] [batch_t 0.412 (0.446)] [data_t 0.015] [optim_t 0.397] [lr 0.001890] [CE 3.663 (4.109)] [KD 2.829 (3.097)] +2024-10-17 17:24:11,889 - Train: 41.88% [523950/1251000] [418.8/1000.0] [batch_t 0.401 (0.421)] [data_t 0.015] [optim_t 0.386] [lr 0.001890] [CE 4.244 (4.253)] [KD 3.119 (3.145)] +2024-10-17 17:24:32,625 - Train: 41.89% [524000/1251000] [418.9/1000.0] [batch_t 0.504 (0.415)] [data_t 0.016] [optim_t 0.488] [lr 0.001889] [CE 4.217 (4.147)] [KD 3.176 (3.114)] +2024-10-17 17:24:53,738 - Train: 41.89% [524050/1251000] [418.9/1000.0] [batch_t 0.463 (0.422)] [data_t 0.016] [optim_t 0.448] [lr 0.001889] [CE 4.440 (4.156)] [KD 3.261 (3.102)] +2024-10-17 17:25:14,810 - Train: 41.89% [524100/1251000] [418.9/1000.0] [batch_t 0.456 (0.421)] [data_t 0.016] [optim_t 0.441] [lr 0.001889] [CE 4.256 (4.169)] [KD 3.182 (3.165)] +2024-10-17 17:25:37,007 - Train: 41.90% [524150/1251000] [419.0/1000.0] [batch_t 0.481 (0.444)] [data_t 0.015] [optim_t 0.466] [lr 0.001889] [CE 4.329 (4.270)] [KD 3.147 (3.128)] +2024-10-17 17:26:07,196 - Test (net): 100.00% [50/50] [batch_t 0.152 (0.449)] [top1_cnt 38174] [top5_cnt 46747] [top_all 50000] +2024-10-17 17:26:07,196 - net: 76.348 (93.494) +2024-10-17 17:26:28,966 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 40323] [top5_cnt 47682] [top_all 50000] +2024-10-17 17:26:28,966 - net_E: 80.646 (95.364) +2024-10-17 17:26:29,151 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 17:26:29,151 - ==> Total time: 2 days, 17:44:37 Eta: 3 days, 19:09:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 17:26:46,981 - Train: 41.90% [524200/1251000] [419.0/1000.0] [batch_t 0.364 (0.531)] [data_t 0.015] [optim_t 0.348] [lr 0.001889] [CE 3.975 (4.133)] [KD 3.238 (3.121)] +2024-10-17 17:27:08,582 - Train: 41.91% [524250/1251000] [419.1/1000.0] [batch_t 0.455 (0.432)] [data_t 0.016] [optim_t 0.439] [lr 0.001889] [CE 4.415 (4.173)] [KD 3.345 (3.097)] +2024-10-17 17:27:30,012 - Train: 41.91% [524300/1251000] [419.1/1000.0] [batch_t 0.465 (0.428)] [data_t 0.015] [optim_t 0.449] [lr 0.001888] [CE 4.042 (4.207)] [KD 3.041 (3.116)] +2024-10-17 17:27:50,885 - Train: 41.91% [524350/1251000] [419.1/1000.0] [batch_t 0.444 (0.417)] [data_t 0.015] [optim_t 0.429] [lr 0.001888] [CE 4.350 (4.130)] [KD 3.321 (3.094)] +2024-10-17 17:28:12,326 - Train: 41.92% [524400/1251000] [419.2/1000.0] [batch_t 0.446 (0.429)] [data_t 0.016] [optim_t 0.431] [lr 0.001888] [CE 3.782 (4.173)] [KD 3.027 (3.127)] +2024-10-17 17:28:33,797 - Train: 41.92% [524450/1251000] [419.2/1000.0] [batch_t 0.414 (0.429)] [data_t 0.015] [optim_t 0.399] [lr 0.001888] [CE 4.633 (4.222)] [KD 3.245 (3.104)] +2024-10-17 17:28:55,460 - Train: 41.93% [524500/1251000] [419.3/1000.0] [batch_t 0.404 (0.433)] [data_t 0.015] [optim_t 0.389] [lr 0.001888] [CE 4.143 (4.173)] [KD 3.347 (3.121)] +2024-10-17 17:29:16,900 - Train: 41.93% [524550/1251000] [419.3/1000.0] [batch_t 0.437 (0.429)] [data_t 0.015] [optim_t 0.422] [lr 0.001887] [CE 4.431 (4.207)] [KD 3.205 (3.142)] +2024-10-17 17:29:38,388 - Train: 41.93% [524600/1251000] [419.3/1000.0] [batch_t 0.367 (0.430)] [data_t 0.015] [optim_t 0.352] [lr 0.001887] [CE 4.052 (4.139)] [KD 3.302 (3.121)] +2024-10-17 17:29:59,577 - Train: 41.94% [524650/1251000] [419.4/1000.0] [batch_t 0.484 (0.424)] [data_t 0.015] [optim_t 0.468] [lr 0.001887] [CE 4.306 (4.225)] [KD 3.050 (3.145)] +2024-10-17 17:30:20,948 - Train: 41.94% [524700/1251000] [419.4/1000.0] [batch_t 0.364 (0.427)] [data_t 0.015] [optim_t 0.349] [lr 0.001887] [CE 3.728 (4.201)] [KD 3.099 (3.142)] +2024-10-17 17:30:42,745 - Train: 41.95% [524750/1251000] [419.5/1000.0] [batch_t 0.876 (0.436)] [data_t 0.015] [optim_t 0.861] [lr 0.001887] [CE 4.142 (4.200)] [KD 2.972 (3.112)] +2024-10-17 17:31:03,736 - Train: 41.95% [524800/1251000] [419.5/1000.0] [batch_t 0.367 (0.420)] [data_t 0.016] [optim_t 0.351] [lr 0.001887] [CE 4.019 (4.112)] [KD 2.945 (3.062)] +2024-10-17 17:31:25,592 - Train: 41.95% [524850/1251000] [419.5/1000.0] [batch_t 0.455 (0.437)] [data_t 0.015] [optim_t 0.440] [lr 0.001886] [CE 4.960 (4.229)] [KD 3.535 (3.119)] +2024-10-17 17:31:47,746 - Train: 41.96% [524900/1251000] [419.6/1000.0] [batch_t 0.465 (0.443)] [data_t 0.016] [optim_t 0.449] [lr 0.001886] [CE 4.219 (4.230)] [KD 3.087 (3.131)] +2024-10-17 17:32:09,688 - Train: 41.96% [524950/1251000] [419.6/1000.0] [batch_t 0.389 (0.439)] [data_t 0.015] [optim_t 0.373] [lr 0.001886] [CE 3.841 (4.213)] [KD 3.045 (3.112)] +2024-10-17 17:32:30,762 - Train: 41.97% [525000/1251000] [419.7/1000.0] [batch_t 0.498 (0.421)] [data_t 0.015] [optim_t 0.482] [lr 0.001886] [CE 4.109 (4.165)] [KD 3.059 (3.078)] +2024-10-17 17:32:51,752 - Train: 41.97% [525050/1251000] [419.7/1000.0] [batch_t 0.393 (0.420)] [data_t 0.015] [optim_t 0.377] [lr 0.001886] [CE 3.925 (4.206)] [KD 3.137 (3.119)] +2024-10-17 17:33:13,313 - Train: 41.97% [525100/1251000] [419.7/1000.0] [batch_t 0.444 (0.431)] [data_t 0.015] [optim_t 0.429] [lr 0.001885] [CE 4.270 (4.239)] [KD 3.297 (3.166)] +2024-10-17 17:33:34,735 - Train: 41.98% [525150/1251000] [419.8/1000.0] [batch_t 0.475 (0.428)] [data_t 0.015] [optim_t 0.460] [lr 0.001885] [CE 4.436 (4.143)] [KD 3.324 (3.123)] +2024-10-17 17:33:56,287 - Train: 41.98% [525200/1251000] [419.8/1000.0] [batch_t 0.475 (0.431)] [data_t 0.015] [optim_t 0.460] [lr 0.001885] [CE 4.255 (4.184)] [KD 3.052 (3.124)] +2024-10-17 17:34:17,044 - Train: 41.99% [525250/1251000] [419.9/1000.0] [batch_t 0.373 (0.415)] [data_t 0.015] [optim_t 0.358] [lr 0.001885] [CE 4.791 (4.166)] [KD 3.365 (3.158)] +2024-10-17 17:34:38,481 - Train: 41.99% [525300/1251000] [419.9/1000.0] [batch_t 0.492 (0.429)] [data_t 0.015] [optim_t 0.477] [lr 0.001885] [CE 4.124 (4.248)] [KD 3.153 (3.225)] +2024-10-17 17:35:00,029 - Train: 41.99% [525350/1251000] [419.9/1000.0] [batch_t 0.409 (0.431)] [data_t 0.015] [optim_t 0.393] [lr 0.001885] [CE 4.007 (4.166)] [KD 2.937 (3.079)] +2024-10-17 17:35:21,173 - Train: 42.00% [525400/1251000] [420.0/1000.0] [batch_t 0.451 (0.423)] [data_t 0.015] [optim_t 0.436] [lr 0.001884] [CE 3.857 (4.140)] [KD 2.957 (3.092)] +2024-10-17 17:35:51,572 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.452)] [top1_cnt 38234] [top5_cnt 46712] [top_all 50000] +2024-10-17 17:35:51,572 - net: 76.468 (93.424) +2024-10-17 17:36:14,301 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.449)] [top1_cnt 40312] [top5_cnt 47685] [top_all 50000] +2024-10-17 17:36:14,302 - net_E: 80.624 (95.370) +2024-10-17 17:36:14,441 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 17:36:14,441 - ==> Total time: 2 days, 17:54:23 Eta: 3 days, 19:00:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 17:36:32,602 - Train: 42.00% [525450/1251000] [420.0/1000.0] [batch_t 0.363 (0.484)] [data_t 0.016] [optim_t 0.347] [lr 0.001884] [CE 4.447 (4.265)] [KD 3.345 (3.125)] +2024-10-17 17:36:53,531 - Train: 42.01% [525500/1251000] [420.1/1000.0] [batch_t 0.455 (0.418)] [data_t 0.016] [optim_t 0.439] [lr 0.001884] [CE 3.838 (4.206)] [KD 3.087 (3.087)] +2024-10-17 17:37:15,781 - Train: 42.01% [525550/1251000] [420.1/1000.0] [batch_t 0.445 (0.445)] [data_t 0.015] [optim_t 0.429] [lr 0.001884] [CE 3.940 (4.147)] [KD 2.972 (3.050)] +2024-10-17 17:37:37,694 - Train: 42.01% [525600/1251000] [420.1/1000.0] [batch_t 0.436 (0.438)] [data_t 0.016] [optim_t 0.421] [lr 0.001884] [CE 4.200 (4.220)] [KD 3.270 (3.129)] +2024-10-17 17:37:59,422 - Train: 42.02% [525650/1251000] [420.2/1000.0] [batch_t 0.398 (0.434)] [data_t 0.015] [optim_t 0.382] [lr 0.001883] [CE 4.403 (4.106)] [KD 3.328 (3.058)] +2024-10-17 17:38:21,069 - Train: 42.02% [525700/1251000] [420.2/1000.0] [batch_t 0.410 (0.433)] [data_t 0.015] [optim_t 0.394] [lr 0.001883] [CE 3.994 (4.198)] [KD 2.939 (3.142)] +2024-10-17 17:38:42,382 - Train: 42.03% [525750/1251000] [420.3/1000.0] [batch_t 0.389 (0.426)] [data_t 0.015] [optim_t 0.374] [lr 0.001883] [CE 4.002 (4.178)] [KD 3.023 (3.126)] +2024-10-17 17:39:03,301 - Train: 42.03% [525800/1251000] [420.3/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.001883] [CE 3.886 (4.159)] [KD 3.022 (3.118)] +2024-10-17 17:39:24,510 - Train: 42.03% [525850/1251000] [420.3/1000.0] [batch_t 0.419 (0.424)] [data_t 0.015] [optim_t 0.404] [lr 0.001883] [CE 4.409 (4.223)] [KD 3.169 (3.106)] +2024-10-17 17:39:45,570 - Train: 42.04% [525900/1251000] [420.4/1000.0] [batch_t 0.389 (0.421)] [data_t 0.015] [optim_t 0.374] [lr 0.001883] [CE 4.152 (4.212)] [KD 3.220 (3.140)] +2024-10-17 17:40:07,034 - Train: 42.04% [525950/1251000] [420.4/1000.0] [batch_t 0.468 (0.429)] [data_t 0.016] [optim_t 0.453] [lr 0.001882] [CE 4.171 (4.143)] [KD 3.131 (3.087)] +2024-10-17 17:40:28,731 - Train: 42.05% [526000/1251000] [420.5/1000.0] [batch_t 0.443 (0.434)] [data_t 0.016] [optim_t 0.428] [lr 0.001882] [CE 4.237 (4.181)] [KD 3.059 (3.113)] +2024-10-17 17:40:50,708 - Train: 42.05% [526050/1251000] [420.5/1000.0] [batch_t 0.399 (0.439)] [data_t 0.015] [optim_t 0.384] [lr 0.001882] [CE 4.311 (4.208)] [KD 3.345 (3.157)] +2024-10-17 17:41:12,512 - Train: 42.05% [526100/1251000] [420.5/1000.0] [batch_t 0.399 (0.436)] [data_t 0.016] [optim_t 0.383] [lr 0.001882] [CE 4.250 (4.234)] [KD 3.172 (3.147)] +2024-10-17 17:41:34,027 - Train: 42.06% [526150/1251000] [420.6/1000.0] [batch_t 0.462 (0.430)] [data_t 0.016] [optim_t 0.447] [lr 0.001882] [CE 4.689 (4.209)] [KD 3.352 (3.110)] +2024-10-17 17:41:55,443 - Train: 42.06% [526200/1251000] [420.6/1000.0] [batch_t 0.441 (0.428)] [data_t 0.015] [optim_t 0.426] [lr 0.001881] [CE 4.220 (4.131)] [KD 2.992 (3.130)] +2024-10-17 17:42:16,353 - Train: 42.07% [526250/1251000] [420.7/1000.0] [batch_t 0.370 (0.418)] [data_t 0.015] [optim_t 0.355] [lr 0.001881] [CE 4.463 (4.162)] [KD 3.386 (3.100)] +2024-10-17 17:42:37,713 - Train: 42.07% [526300/1251000] [420.7/1000.0] [batch_t 0.398 (0.427)] [data_t 0.016] [optim_t 0.382] [lr 0.001881] [CE 4.181 (4.171)] [KD 3.234 (3.135)] +2024-10-17 17:42:59,088 - Train: 42.07% [526350/1251000] [420.7/1000.0] [batch_t 0.363 (0.427)] [data_t 0.016] [optim_t 0.348] [lr 0.001881] [CE 4.495 (4.204)] [KD 3.315 (3.159)] +2024-10-17 17:43:20,355 - Train: 42.08% [526400/1251000] [420.8/1000.0] [batch_t 0.454 (0.425)] [data_t 0.016] [optim_t 0.438] [lr 0.001881] [CE 4.351 (4.211)] [KD 3.207 (3.160)] +2024-10-17 17:43:42,093 - Train: 42.08% [526450/1251000] [420.8/1000.0] [batch_t 0.395 (0.435)] [data_t 0.050] [optim_t 0.345] [lr 0.001881] [CE 4.204 (4.175)] [KD 3.063 (3.091)] +2024-10-17 17:44:04,720 - Train: 42.09% [526500/1251000] [420.9/1000.0] [batch_t 0.461 (0.452)] [data_t 0.105] [optim_t 0.356] [lr 0.001880] [CE 4.222 (4.156)] [KD 3.101 (3.119)] +2024-10-17 17:44:25,997 - Train: 42.09% [526550/1251000] [420.9/1000.0] [batch_t 0.421 (0.425)] [data_t 0.073] [optim_t 0.348] [lr 0.001880] [CE 3.837 (4.133)] [KD 2.711 (3.128)] +2024-10-17 17:44:46,521 - Train: 42.09% [526600/1251000] [420.9/1000.0] [batch_t 0.418 (0.410)] [data_t 0.067] [optim_t 0.351] [lr 0.001880] [CE 4.280 (4.153)] [KD 3.403 (3.091)] +2024-10-17 17:45:07,716 - Train: 42.10% [526650/1251000] [421.0/1000.0] [batch_t 0.429 (0.424)] [data_t 0.015] [optim_t 0.414] [lr 0.001880] [CE 4.203 (4.132)] [KD 3.129 (3.133)] +2024-10-17 17:45:37,788 - Test (net): 100.00% [50/50] [batch_t 0.140 (0.428)] [top1_cnt 38453] [top5_cnt 46864] [top_all 50000] +2024-10-17 17:45:37,788 - net: 76.906 (93.728) +2024-10-17 17:45:58,947 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 40321] [top5_cnt 47688] [top_all 50000] +2024-10-17 17:45:58,948 - net_E: 80.642 (95.376) +2024-10-17 17:45:59,107 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 17:45:59,108 - ==> Total time: 2 days, 18:04:07 Eta: 3 days, 18:51:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 17:46:16,310 - Train: 42.10% [526700/1251000] [421.0/1000.0] [batch_t 0.365 (0.545)] [data_t 0.015] [optim_t 0.349] [lr 0.001880] [CE 4.402 (4.199)] [KD 3.303 (3.089)] +2024-10-17 17:46:37,826 - Train: 42.11% [526750/1251000] [421.1/1000.0] [batch_t 0.365 (0.430)] [data_t 0.016] [optim_t 0.350] [lr 0.001880] [CE 4.228 (4.152)] [KD 2.982 (3.049)] +2024-10-17 17:46:58,928 - Train: 42.11% [526800/1251000] [421.1/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.347] [lr 0.001879] [CE 4.159 (4.189)] [KD 3.196 (3.081)] +2024-10-17 17:47:20,820 - Train: 42.11% [526850/1251000] [421.1/1000.0] [batch_t 0.553 (0.438)] [data_t 0.016] [optim_t 0.537] [lr 0.001879] [CE 4.074 (4.219)] [KD 2.949 (3.078)] +2024-10-17 17:47:41,897 - Train: 42.12% [526900/1251000] [421.2/1000.0] [batch_t 0.435 (0.421)] [data_t 0.015] [optim_t 0.420] [lr 0.001879] [CE 4.269 (4.186)] [KD 3.118 (3.085)] +2024-10-17 17:48:03,525 - Train: 42.12% [526950/1251000] [421.2/1000.0] [batch_t 0.362 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.001879] [CE 3.893 (4.163)] [KD 3.089 (3.075)] +2024-10-17 17:48:24,785 - Train: 42.13% [527000/1251000] [421.3/1000.0] [batch_t 0.384 (0.425)] [data_t 0.015] [optim_t 0.369] [lr 0.001879] [CE 4.292 (4.107)] [KD 3.012 (3.077)] +2024-10-17 17:48:46,291 - Train: 42.13% [527050/1251000] [421.3/1000.0] [batch_t 0.410 (0.430)] [data_t 0.015] [optim_t 0.395] [lr 0.001878] [CE 4.553 (4.162)] [KD 3.138 (3.108)] +2024-10-17 17:49:07,689 - Train: 42.13% [527100/1251000] [421.3/1000.0] [batch_t 0.451 (0.428)] [data_t 0.015] [optim_t 0.435] [lr 0.001878] [CE 4.242 (4.158)] [KD 3.272 (3.057)] +2024-10-17 17:49:28,481 - Train: 42.14% [527150/1251000] [421.4/1000.0] [batch_t 0.363 (0.416)] [data_t 0.015] [optim_t 0.347] [lr 0.001878] [CE 4.064 (4.220)] [KD 3.053 (3.125)] +2024-10-17 17:49:49,528 - Train: 42.14% [527200/1251000] [421.4/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.001878] [CE 4.182 (4.219)] [KD 3.219 (3.107)] +2024-10-17 17:50:11,034 - Train: 42.15% [527250/1251000] [421.5/1000.0] [batch_t 0.469 (0.430)] [data_t 0.016] [optim_t 0.454] [lr 0.001878] [CE 4.197 (4.169)] [KD 3.041 (3.069)] +2024-10-17 17:50:32,872 - Train: 42.15% [527300/1251000] [421.5/1000.0] [batch_t 0.443 (0.437)] [data_t 0.015] [optim_t 0.428] [lr 0.001878] [CE 4.276 (4.163)] [KD 3.250 (3.097)] +2024-10-17 17:50:54,567 - Train: 42.15% [527350/1251000] [421.5/1000.0] [batch_t 0.506 (0.434)] [data_t 0.015] [optim_t 0.491] [lr 0.001877] [CE 4.518 (4.270)] [KD 3.341 (3.196)] +2024-10-17 17:51:15,564 - Train: 42.16% [527400/1251000] [421.6/1000.0] [batch_t 0.357 (0.420)] [data_t 0.015] [optim_t 0.342] [lr 0.001877] [CE 4.437 (4.150)] [KD 3.222 (3.115)] +2024-10-17 17:51:36,804 - Train: 42.16% [527450/1251000] [421.6/1000.0] [batch_t 0.440 (0.425)] [data_t 0.015] [optim_t 0.425] [lr 0.001877] [CE 3.436 (4.108)] [KD 2.750 (3.092)] +2024-10-17 17:51:58,619 - Train: 42.17% [527500/1251000] [421.7/1000.0] [batch_t 0.454 (0.436)] [data_t 0.015] [optim_t 0.439] [lr 0.001877] [CE 3.998 (4.207)] [KD 2.998 (3.150)] +2024-10-17 17:52:20,744 - Train: 42.17% [527550/1251000] [421.7/1000.0] [batch_t 0.434 (0.442)] [data_t 0.015] [optim_t 0.418] [lr 0.001877] [CE 4.568 (4.215)] [KD 3.331 (3.137)] +2024-10-17 17:52:42,462 - Train: 42.17% [527600/1251000] [421.7/1000.0] [batch_t 0.398 (0.434)] [data_t 0.015] [optim_t 0.383] [lr 0.001876] [CE 4.461 (4.162)] [KD 3.298 (3.094)] +2024-10-17 17:53:04,120 - Train: 42.18% [527650/1251000] [421.8/1000.0] [batch_t 0.536 (0.433)] [data_t 0.015] [optim_t 0.520] [lr 0.001876] [CE 3.843 (4.239)] [KD 2.846 (3.147)] +2024-10-17 17:53:25,343 - Train: 42.18% [527700/1251000] [421.8/1000.0] [batch_t 0.452 (0.424)] [data_t 0.015] [optim_t 0.437] [lr 0.001876] [CE 4.723 (4.204)] [KD 3.511 (3.119)] +2024-10-17 17:53:47,089 - Train: 42.19% [527750/1251000] [421.9/1000.0] [batch_t 0.433 (0.435)] [data_t 0.015] [optim_t 0.418] [lr 0.001876] [CE 4.109 (4.044)] [KD 3.113 (3.065)] +2024-10-17 17:54:08,629 - Train: 42.19% [527800/1251000] [421.9/1000.0] [batch_t 0.443 (0.431)] [data_t 0.015] [optim_t 0.428] [lr 0.001876] [CE 4.561 (4.137)] [KD 3.231 (3.083)] +2024-10-17 17:54:29,865 - Train: 42.19% [527850/1251000] [421.9/1000.0] [batch_t 0.405 (0.425)] [data_t 0.015] [optim_t 0.390] [lr 0.001876] [CE 4.052 (4.136)] [KD 3.156 (3.096)] +2024-10-17 17:54:51,333 - Train: 42.20% [527900/1251000] [422.0/1000.0] [batch_t 0.443 (0.429)] [data_t 0.015] [optim_t 0.427] [lr 0.001875] [CE 4.345 (4.114)] [KD 3.293 (3.066)] +2024-10-17 17:55:21,621 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 38268] [top5_cnt 46802] [top_all 50000] +2024-10-17 17:55:21,622 - net: 76.536 (93.604) +2024-10-17 17:55:42,924 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40312] [top5_cnt 47677] [top_all 50000] +2024-10-17 17:55:42,925 - net_E: 80.624 (95.354) +2024-10-17 17:55:43,113 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 17:55:43,113 - ==> Total time: 2 days, 18:13:51 Eta: 3 days, 18:42:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 17:55:59,955 - Train: 42.20% [527950/1251000] [422.0/1000.0] [batch_t 0.362 (0.553)] [data_t 0.016] [optim_t 0.346] [lr 0.001875] [CE 4.369 (4.156)] [KD 3.044 (3.099)] +2024-10-17 17:56:20,985 - Train: 42.21% [528000/1251000] [422.1/1000.0] [batch_t 0.461 (0.420)] [data_t 0.016] [optim_t 0.445] [lr 0.001875] [CE 4.445 (4.200)] [KD 3.264 (3.135)] +2024-10-17 17:56:43,236 - Train: 42.21% [528050/1251000] [422.1/1000.0] [batch_t 0.364 (0.445)] [data_t 0.015] [optim_t 0.348] [lr 0.001875] [CE 3.635 (4.175)] [KD 2.914 (3.093)] +2024-10-17 17:57:04,827 - Train: 42.21% [528100/1251000] [422.1/1000.0] [batch_t 0.433 (0.432)] [data_t 0.015] [optim_t 0.417] [lr 0.001875] [CE 4.013 (4.105)] [KD 3.046 (3.074)] +2024-10-17 17:57:25,551 - Train: 42.22% [528150/1251000] [422.2/1000.0] [batch_t 0.385 (0.414)] [data_t 0.015] [optim_t 0.369] [lr 0.001874] [CE 3.899 (4.217)] [KD 2.962 (3.115)] +2024-10-17 17:57:46,891 - Train: 42.22% [528200/1251000] [422.2/1000.0] [batch_t 0.364 (0.427)] [data_t 0.015] [optim_t 0.349] [lr 0.001874] [CE 4.212 (4.172)] [KD 3.133 (3.092)] +2024-10-17 17:58:07,629 - Train: 42.23% [528250/1251000] [422.3/1000.0] [batch_t 0.424 (0.415)] [data_t 0.015] [optim_t 0.409] [lr 0.001874] [CE 4.138 (4.213)] [KD 3.094 (3.121)] +2024-10-17 17:58:28,044 - Train: 42.23% [528300/1251000] [422.3/1000.0] [batch_t 0.411 (0.408)] [data_t 0.016] [optim_t 0.395] [lr 0.001874] [CE 4.111 (4.076)] [KD 3.123 (3.063)] +2024-10-17 17:58:48,957 - Train: 42.23% [528350/1251000] [422.3/1000.0] [batch_t 0.359 (0.418)] [data_t 0.015] [optim_t 0.344] [lr 0.001874] [CE 4.483 (4.178)] [KD 3.266 (3.115)] +2024-10-17 17:59:10,025 - Train: 42.24% [528400/1251000] [422.4/1000.0] [batch_t 0.404 (0.421)] [data_t 0.015] [optim_t 0.389] [lr 0.001874] [CE 4.473 (4.130)] [KD 3.386 (3.121)] +2024-10-17 17:59:30,433 - Train: 42.24% [528450/1251000] [422.4/1000.0] [batch_t 0.444 (0.408)] [data_t 0.015] [optim_t 0.429] [lr 0.001873] [CE 4.275 (4.199)] [KD 3.195 (3.117)] +2024-10-17 17:59:51,837 - Train: 42.25% [528500/1251000] [422.5/1000.0] [batch_t 0.471 (0.428)] [data_t 0.015] [optim_t 0.456] [lr 0.001873] [CE 3.978 (4.185)] [KD 3.137 (3.151)] +2024-10-17 18:00:13,813 - Train: 42.25% [528550/1251000] [422.5/1000.0] [batch_t 0.417 (0.439)] [data_t 0.016] [optim_t 0.402] [lr 0.001873] [CE 4.734 (4.182)] [KD 3.374 (3.128)] +2024-10-17 18:00:35,596 - Train: 42.25% [528600/1251000] [422.5/1000.0] [batch_t 0.392 (0.436)] [data_t 0.016] [optim_t 0.376] [lr 0.001873] [CE 4.182 (4.180)] [KD 3.221 (3.127)] +2024-10-17 18:00:57,113 - Train: 42.26% [528650/1251000] [422.6/1000.0] [batch_t 0.463 (0.430)] [data_t 0.016] [optim_t 0.448] [lr 0.001873] [CE 4.178 (4.130)] [KD 3.227 (3.071)] +2024-10-17 18:01:18,268 - Train: 42.26% [528700/1251000] [422.6/1000.0] [batch_t 0.413 (0.423)] [data_t 0.016] [optim_t 0.397] [lr 0.001872] [CE 4.738 (4.167)] [KD 3.444 (3.116)] +2024-10-17 18:01:39,371 - Train: 42.27% [528750/1251000] [422.7/1000.0] [batch_t 0.379 (0.422)] [data_t 0.017] [optim_t 0.362] [lr 0.001872] [CE 4.568 (4.174)] [KD 3.152 (3.125)] +2024-10-17 18:02:00,425 - Train: 42.27% [528800/1251000] [422.7/1000.0] [batch_t 0.452 (0.421)] [data_t 0.015] [optim_t 0.437] [lr 0.001872] [CE 4.390 (4.266)] [KD 3.052 (3.156)] +2024-10-17 18:02:21,250 - Train: 42.27% [528850/1251000] [422.7/1000.0] [batch_t 0.442 (0.416)] [data_t 0.016] [optim_t 0.426] [lr 0.001872] [CE 3.741 (4.058)] [KD 2.867 (3.042)] +2024-10-17 18:02:42,441 - Train: 42.28% [528900/1251000] [422.8/1000.0] [batch_t 0.432 (0.424)] [data_t 0.015] [optim_t 0.417] [lr 0.001872] [CE 3.560 (4.217)] [KD 2.839 (3.126)] +2024-10-17 18:03:04,007 - Train: 42.28% [528950/1251000] [422.8/1000.0] [batch_t 0.427 (0.431)] [data_t 0.015] [optim_t 0.411] [lr 0.001872] [CE 4.029 (4.160)] [KD 3.159 (3.092)] +2024-10-17 18:03:24,865 - Train: 42.29% [529000/1251000] [422.9/1000.0] [batch_t 0.467 (0.417)] [data_t 0.016] [optim_t 0.451] [lr 0.001871] [CE 4.494 (4.205)] [KD 3.337 (3.142)] +2024-10-17 18:03:45,892 - Train: 42.29% [529050/1251000] [422.9/1000.0] [batch_t 0.458 (0.420)] [data_t 0.015] [optim_t 0.442] [lr 0.001871] [CE 4.395 (4.202)] [KD 3.188 (3.193)] +2024-10-17 18:04:07,129 - Train: 42.29% [529100/1251000] [422.9/1000.0] [batch_t 0.468 (0.425)] [data_t 0.015] [optim_t 0.452] [lr 0.001871] [CE 4.204 (4.247)] [KD 3.314 (3.190)] +2024-10-17 18:04:28,370 - Train: 42.30% [529150/1251000] [423.0/1000.0] [batch_t 0.397 (0.425)] [data_t 0.015] [optim_t 0.382] [lr 0.001871] [CE 4.159 (4.232)] [KD 3.114 (3.161)] +2024-10-17 18:04:58,685 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 38181] [top5_cnt 46691] [top_all 50000] +2024-10-17 18:04:58,685 - net: 76.362 (93.382) +2024-10-17 18:05:19,178 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.402)] [top1_cnt 40304] [top5_cnt 47689] [top_all 50000] +2024-10-17 18:05:19,178 - net_E: 80.608 (95.378) +2024-10-17 18:05:19,332 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 18:05:19,332 - ==> Total time: 2 days, 18:23:27 Eta: 3 days, 18:33:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 18:05:35,121 - Train: 42.30% [529200/1251000] [423.0/1000.0] [batch_t 0.359 (0.532)] [data_t 0.016] [optim_t 0.344] [lr 0.001871] [CE 4.545 (4.181)] [KD 3.330 (3.145)] +2024-10-17 18:05:56,090 - Train: 42.31% [529250/1251000] [423.1/1000.0] [batch_t 0.358 (0.419)] [data_t 0.015] [optim_t 0.343] [lr 0.001870] [CE 4.058 (4.193)] [KD 3.281 (3.111)] +2024-10-17 18:06:17,182 - Train: 42.31% [529300/1251000] [423.1/1000.0] [batch_t 0.417 (0.422)] [data_t 0.072] [optim_t 0.345] [lr 0.001870] [CE 4.114 (4.178)] [KD 2.989 (3.113)] +2024-10-17 18:06:38,133 - Train: 42.31% [529350/1251000] [423.1/1000.0] [batch_t 0.416 (0.419)] [data_t 0.071] [optim_t 0.345] [lr 0.001870] [CE 4.266 (4.163)] [KD 3.264 (3.134)] +2024-10-17 18:06:59,630 - Train: 42.32% [529400/1251000] [423.2/1000.0] [batch_t 0.441 (0.430)] [data_t 0.098] [optim_t 0.344] [lr 0.001870] [CE 4.082 (4.132)] [KD 3.177 (3.098)] +2024-10-17 18:07:20,732 - Train: 42.32% [529450/1251000] [423.2/1000.0] [batch_t 0.402 (0.422)] [data_t 0.060] [optim_t 0.342] [lr 0.001870] [CE 3.894 (4.137)] [KD 2.771 (3.049)] +2024-10-17 18:07:41,530 - Train: 42.33% [529500/1251000] [423.3/1000.0] [batch_t 0.423 (0.416)] [data_t 0.078] [optim_t 0.345] [lr 0.001870] [CE 3.651 (4.146)] [KD 2.961 (3.073)] +2024-10-17 18:08:02,297 - Train: 42.33% [529550/1251000] [423.3/1000.0] [batch_t 0.386 (0.415)] [data_t 0.042] [optim_t 0.344] [lr 0.001869] [CE 3.877 (4.162)] [KD 2.878 (3.114)] +2024-10-17 18:08:22,478 - Train: 42.33% [529600/1251000] [423.3/1000.0] [batch_t 0.357 (0.404)] [data_t 0.015] [optim_t 0.341] [lr 0.001869] [CE 4.471 (4.241)] [KD 3.461 (3.133)] +2024-10-17 18:08:43,133 - Train: 42.34% [529650/1251000] [423.4/1000.0] [batch_t 0.359 (0.413)] [data_t 0.016] [optim_t 0.344] [lr 0.001869] [CE 4.143 (4.154)] [KD 2.920 (3.109)] +2024-10-17 18:09:03,704 - Train: 42.34% [529700/1251000] [423.4/1000.0] [batch_t 0.364 (0.411)] [data_t 0.019] [optim_t 0.345] [lr 0.001869] [CE 4.349 (4.167)] [KD 3.374 (3.121)] +2024-10-17 18:09:24,743 - Train: 42.35% [529750/1251000] [423.5/1000.0] [batch_t 0.434 (0.421)] [data_t 0.091] [optim_t 0.343] [lr 0.001869] [CE 4.159 (4.148)] [KD 3.258 (3.143)] +2024-10-17 18:09:45,334 - Train: 42.35% [529800/1251000] [423.5/1000.0] [batch_t 0.490 (0.412)] [data_t 0.144] [optim_t 0.346] [lr 0.001868] [CE 4.298 (4.221)] [KD 3.183 (3.120)] +2024-10-17 18:10:06,064 - Train: 42.35% [529850/1251000] [423.5/1000.0] [batch_t 0.367 (0.414)] [data_t 0.021] [optim_t 0.346] [lr 0.001868] [CE 4.275 (4.191)] [KD 3.044 (3.109)] +2024-10-17 18:10:27,058 - Train: 42.36% [529900/1251000] [423.6/1000.0] [batch_t 0.362 (0.420)] [data_t 0.015] [optim_t 0.347] [lr 0.001868] [CE 4.508 (4.190)] [KD 3.237 (3.117)] +2024-10-17 18:10:47,741 - Train: 42.36% [529950/1251000] [423.6/1000.0] [batch_t 0.437 (0.414)] [data_t 0.093] [optim_t 0.344] [lr 0.001868] [CE 4.306 (4.147)] [KD 3.292 (3.087)] +2024-10-17 18:11:08,594 - Train: 42.37% [530000/1251000] [423.7/1000.0] [batch_t 0.537 (0.417)] [data_t 0.194] [optim_t 0.343] [lr 0.001868] [CE 4.078 (4.196)] [KD 3.132 (3.165)] +2024-10-17 18:11:29,669 - Train: 42.37% [530050/1251000] [423.7/1000.0] [batch_t 0.466 (0.421)] [data_t 0.015] [optim_t 0.450] [lr 0.001868] [CE 4.251 (4.117)] [KD 3.257 (3.138)] +2024-10-17 18:11:51,996 - Train: 42.37% [530100/1251000] [423.7/1000.0] [batch_t 0.478 (0.446)] [data_t 0.015] [optim_t 0.463] [lr 0.001867] [CE 3.727 (4.181)] [KD 2.923 (3.133)] +2024-10-17 18:12:12,453 - Train: 42.38% [530150/1251000] [423.8/1000.0] [batch_t 0.447 (0.409)] [data_t 0.016] [optim_t 0.431] [lr 0.001867] [CE 4.212 (4.121)] [KD 3.297 (3.118)] +2024-10-17 18:12:33,244 - Train: 42.38% [530200/1251000] [423.8/1000.0] [batch_t 0.403 (0.416)] [data_t 0.015] [optim_t 0.387] [lr 0.001867] [CE 4.014 (4.167)] [KD 3.126 (3.112)] +2024-10-17 18:12:54,804 - Train: 42.39% [530250/1251000] [423.9/1000.0] [batch_t 0.438 (0.431)] [data_t 0.015] [optim_t 0.422] [lr 0.001867] [CE 3.969 (4.141)] [KD 2.788 (3.095)] +2024-10-17 18:13:16,707 - Train: 42.39% [530300/1251000] [423.9/1000.0] [batch_t 0.469 (0.438)] [data_t 0.015] [optim_t 0.453] [lr 0.001867] [CE 4.107 (4.164)] [KD 3.200 (3.169)] +2024-10-17 18:13:37,873 - Train: 42.39% [530350/1251000] [423.9/1000.0] [batch_t 0.408 (0.423)] [data_t 0.016] [optim_t 0.392] [lr 0.001866] [CE 4.322 (4.244)] [KD 3.322 (3.184)] +2024-10-17 18:13:59,722 - Train: 42.40% [530400/1251000] [424.0/1000.0] [batch_t 0.447 (0.437)] [data_t 0.015] [optim_t 0.431] [lr 0.001866] [CE 4.081 (4.161)] [KD 3.103 (3.126)] +2024-10-17 18:14:31,029 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 38208] [top5_cnt 46753] [top_all 50000] +2024-10-17 18:14:31,030 - net: 76.416 (93.506) +2024-10-17 18:14:52,487 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40272] [top5_cnt 47706] [top_all 50000] +2024-10-17 18:14:52,487 - net_E: 80.544 (95.412) +2024-10-17 18:14:52,641 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 18:14:52,641 - ==> Total time: 2 days, 18:33:01 Eta: 3 days, 18:24:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 18:15:08,695 - Train: 42.40% [530450/1251000] [424.0/1000.0] [batch_t 0.359 (0.557)] [data_t 0.015] [optim_t 0.343] [lr 0.001866] [CE 4.729 (4.251)] [KD 3.558 (3.115)] +2024-10-17 18:15:29,904 - Train: 42.41% [530500/1251000] [424.1/1000.0] [batch_t 0.409 (0.424)] [data_t 0.015] [optim_t 0.394] [lr 0.001866] [CE 3.899 (4.104)] [KD 3.000 (3.005)] +2024-10-17 18:15:51,991 - Train: 42.41% [530550/1251000] [424.1/1000.0] [batch_t 0.428 (0.442)] [data_t 0.016] [optim_t 0.413] [lr 0.001866] [CE 4.204 (4.156)] [KD 2.952 (3.073)] +2024-10-17 18:16:13,460 - Train: 42.41% [530600/1251000] [424.1/1000.0] [batch_t 0.473 (0.429)] [data_t 0.015] [optim_t 0.458] [lr 0.001866] [CE 4.667 (4.136)] [KD 3.417 (3.068)] +2024-10-17 18:16:35,090 - Train: 42.42% [530650/1251000] [424.2/1000.0] [batch_t 0.598 (0.432)] [data_t 0.015] [optim_t 0.583] [lr 0.001865] [CE 3.982 (4.190)] [KD 3.129 (3.098)] +2024-10-17 18:16:56,291 - Train: 42.42% [530700/1251000] [424.2/1000.0] [batch_t 0.444 (0.424)] [data_t 0.015] [optim_t 0.429] [lr 0.001865] [CE 4.252 (4.176)] [KD 2.963 (3.091)] +2024-10-17 18:17:18,067 - Train: 42.43% [530750/1251000] [424.3/1000.0] [batch_t 0.485 (0.435)] [data_t 0.015] [optim_t 0.470] [lr 0.001865] [CE 3.778 (4.181)] [KD 3.134 (3.091)] +2024-10-17 18:17:39,494 - Train: 42.43% [530800/1251000] [424.3/1000.0] [batch_t 0.358 (0.428)] [data_t 0.016] [optim_t 0.342] [lr 0.001865] [CE 3.886 (4.231)] [KD 3.035 (3.131)] +2024-10-17 18:18:01,566 - Train: 42.43% [530850/1251000] [424.3/1000.0] [batch_t 0.417 (0.441)] [data_t 0.015] [optim_t 0.402] [lr 0.001865] [CE 4.165 (4.227)] [KD 3.151 (3.128)] +2024-10-17 18:18:23,588 - Train: 42.44% [530900/1251000] [424.4/1000.0] [batch_t 0.363 (0.440)] [data_t 0.015] [optim_t 0.348] [lr 0.001864] [CE 4.192 (4.120)] [KD 3.175 (3.123)] +2024-10-17 18:18:44,372 - Train: 42.44% [530950/1251000] [424.4/1000.0] [batch_t 0.435 (0.416)] [data_t 0.016] [optim_t 0.419] [lr 0.001864] [CE 4.084 (4.141)] [KD 2.958 (3.089)] +2024-10-17 18:19:05,336 - Train: 42.45% [531000/1251000] [424.5/1000.0] [batch_t 0.431 (0.419)] [data_t 0.015] [optim_t 0.415] [lr 0.001864] [CE 4.367 (4.238)] [KD 3.110 (3.171)] +2024-10-17 18:19:26,194 - Train: 42.45% [531050/1251000] [424.5/1000.0] [batch_t 0.403 (0.417)] [data_t 0.015] [optim_t 0.388] [lr 0.001864] [CE 4.635 (4.133)] [KD 3.120 (3.065)] +2024-10-17 18:19:47,957 - Train: 42.45% [531100/1251000] [424.5/1000.0] [batch_t 0.375 (0.435)] [data_t 0.015] [optim_t 0.360] [lr 0.001864] [CE 4.641 (4.147)] [KD 3.187 (3.082)] +2024-10-17 18:20:09,880 - Train: 42.46% [531150/1251000] [424.6/1000.0] [batch_t 0.427 (0.438)] [data_t 0.016] [optim_t 0.412] [lr 0.001864] [CE 4.024 (4.178)] [KD 3.035 (3.120)] +2024-10-17 18:20:31,880 - Train: 42.46% [531200/1251000] [424.6/1000.0] [batch_t 0.439 (0.440)] [data_t 0.015] [optim_t 0.423] [lr 0.001863] [CE 3.675 (4.171)] [KD 2.911 (3.076)] +2024-10-17 18:20:53,788 - Train: 42.47% [531250/1251000] [424.7/1000.0] [batch_t 0.363 (0.438)] [data_t 0.015] [optim_t 0.348] [lr 0.001863] [CE 3.409 (4.158)] [KD 2.845 (3.134)] +2024-10-17 18:21:15,018 - Train: 42.47% [531300/1251000] [424.7/1000.0] [batch_t 0.517 (0.425)] [data_t 0.015] [optim_t 0.501] [lr 0.001863] [CE 3.896 (4.159)] [KD 2.873 (3.107)] +2024-10-17 18:21:36,160 - Train: 42.47% [531350/1251000] [424.7/1000.0] [batch_t 0.416 (0.423)] [data_t 0.015] [optim_t 0.401] [lr 0.001863] [CE 3.737 (4.148)] [KD 3.104 (3.093)] +2024-10-17 18:21:57,373 - Train: 42.48% [531400/1251000] [424.8/1000.0] [batch_t 0.446 (0.424)] [data_t 0.016] [optim_t 0.430] [lr 0.001863] [CE 4.146 (4.146)] [KD 3.060 (3.091)] +2024-10-17 18:22:19,652 - Train: 42.48% [531450/1251000] [424.8/1000.0] [batch_t 0.467 (0.445)] [data_t 0.015] [optim_t 0.452] [lr 0.001862] [CE 3.915 (4.159)] [KD 3.178 (3.087)] +2024-10-17 18:22:41,123 - Train: 42.49% [531500/1251000] [424.9/1000.0] [batch_t 0.457 (0.429)] [data_t 0.015] [optim_t 0.441] [lr 0.001862] [CE 4.156 (4.226)] [KD 3.085 (3.113)] +2024-10-17 18:23:02,251 - Train: 42.49% [531550/1251000] [424.9/1000.0] [batch_t 0.423 (0.422)] [data_t 0.016] [optim_t 0.408] [lr 0.001862] [CE 3.968 (4.164)] [KD 2.965 (3.093)] +2024-10-17 18:23:23,861 - Train: 42.49% [531600/1251000] [424.9/1000.0] [batch_t 0.434 (0.432)] [data_t 0.089] [optim_t 0.345] [lr 0.001862] [CE 3.749 (4.235)] [KD 2.729 (3.097)] +2024-10-17 18:23:45,456 - Train: 42.50% [531650/1251000] [425.0/1000.0] [batch_t 0.440 (0.432)] [data_t 0.096] [optim_t 0.344] [lr 0.001862] [CE 3.842 (4.217)] [KD 2.736 (3.094)] +2024-10-17 18:24:16,443 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 38366] [top5_cnt 46793] [top_all 50000] +2024-10-17 18:24:16,444 - net: 76.732 (93.586) +2024-10-17 18:24:38,656 - Test (net_E): 100.00% [50/50] [batch_t 0.141 (0.436)] [top1_cnt 40270] [top5_cnt 47707] [top_all 50000] +2024-10-17 18:24:38,657 - net_E: 80.540 (95.414) +2024-10-17 18:24:38,828 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 18:24:38,829 - ==> Total time: 2 days, 18:42:47 Eta: 3 days, 18:15:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 18:24:54,050 - Train: 42.50% [531700/1251000] [425.0/1000.0] [batch_t 0.361 (0.551)] [data_t 0.015] [optim_t 0.346] [lr 0.001862] [CE 4.086 (4.099)] [KD 3.008 (2.993)] +2024-10-17 18:25:14,332 - Train: 42.51% [531750/1251000] [425.1/1000.0] [batch_t 0.592 (0.406)] [data_t 0.044] [optim_t 0.548] [lr 0.001861] [CE 4.360 (4.145)] [KD 3.065 (3.033)] +2024-10-17 18:25:35,636 - Train: 42.51% [531800/1251000] [425.1/1000.0] [batch_t 0.475 (0.426)] [data_t 0.015] [optim_t 0.460] [lr 0.001861] [CE 4.258 (4.218)] [KD 3.058 (3.128)] +2024-10-17 18:25:57,166 - Train: 42.51% [531850/1251000] [425.1/1000.0] [batch_t 0.404 (0.431)] [data_t 0.015] [optim_t 0.389] [lr 0.001861] [CE 3.971 (4.148)] [KD 2.980 (3.050)] +2024-10-17 18:26:18,645 - Train: 42.52% [531900/1251000] [425.2/1000.0] [batch_t 0.406 (0.429)] [data_t 0.015] [optim_t 0.391] [lr 0.001861] [CE 4.599 (4.103)] [KD 3.187 (3.046)] +2024-10-17 18:26:40,024 - Train: 42.52% [531950/1251000] [425.2/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.001861] [CE 4.517 (4.175)] [KD 3.196 (3.110)] +2024-10-17 18:27:01,274 - Train: 42.53% [532000/1251000] [425.3/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.344] [lr 0.001860] [CE 4.293 (4.195)] [KD 2.945 (3.137)] +2024-10-17 18:27:22,730 - Train: 42.53% [532050/1251000] [425.3/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.349] [lr 0.001860] [CE 4.577 (4.081)] [KD 3.336 (3.103)] +2024-10-17 18:27:45,018 - Train: 42.53% [532100/1251000] [425.3/1000.0] [batch_t 0.435 (0.446)] [data_t 0.015] [optim_t 0.419] [lr 0.001860] [CE 4.132 (4.154)] [KD 3.036 (3.091)] +2024-10-17 18:28:06,902 - Train: 42.54% [532150/1251000] [425.4/1000.0] [batch_t 0.417 (0.438)] [data_t 0.015] [optim_t 0.401] [lr 0.001860] [CE 4.458 (4.201)] [KD 3.132 (3.118)] +2024-10-17 18:28:28,632 - Train: 42.54% [532200/1251000] [425.4/1000.0] [batch_t 0.385 (0.434)] [data_t 0.015] [optim_t 0.369] [lr 0.001860] [CE 4.636 (4.248)] [KD 3.442 (3.154)] +2024-10-17 18:28:50,518 - Train: 42.55% [532250/1251000] [425.5/1000.0] [batch_t 0.489 (0.438)] [data_t 0.016] [optim_t 0.474] [lr 0.001860] [CE 4.609 (4.254)] [KD 3.618 (3.161)] +2024-10-17 18:29:11,974 - Train: 42.55% [532300/1251000] [425.5/1000.0] [batch_t 0.411 (0.429)] [data_t 0.015] [optim_t 0.395] [lr 0.001859] [CE 3.829 (4.174)] [KD 2.989 (3.127)] +2024-10-17 18:29:33,140 - Train: 42.55% [532350/1251000] [425.5/1000.0] [batch_t 0.410 (0.423)] [data_t 0.015] [optim_t 0.395] [lr 0.001859] [CE 3.979 (4.124)] [KD 3.088 (3.100)] +2024-10-17 18:29:54,333 - Train: 42.56% [532400/1251000] [425.6/1000.0] [batch_t 0.407 (0.424)] [data_t 0.016] [optim_t 0.391] [lr 0.001859] [CE 4.885 (4.133)] [KD 3.530 (3.074)] +2024-10-17 18:30:16,522 - Train: 42.56% [532450/1251000] [425.6/1000.0] [batch_t 0.440 (0.444)] [data_t 0.015] [optim_t 0.425] [lr 0.001859] [CE 4.350 (4.200)] [KD 3.349 (3.114)] +2024-10-17 18:30:38,585 - Train: 42.57% [532500/1251000] [425.7/1000.0] [batch_t 0.419 (0.441)] [data_t 0.015] [optim_t 0.404] [lr 0.001859] [CE 4.444 (4.145)] [KD 3.380 (3.072)] +2024-10-17 18:31:00,891 - Train: 42.57% [532550/1251000] [425.7/1000.0] [batch_t 0.492 (0.446)] [data_t 0.016] [optim_t 0.477] [lr 0.001858] [CE 4.221 (4.184)] [KD 3.087 (3.116)] +2024-10-17 18:31:23,101 - Train: 42.57% [532600/1251000] [425.7/1000.0] [batch_t 0.416 (0.444)] [data_t 0.015] [optim_t 0.401] [lr 0.001858] [CE 3.997 (4.163)] [KD 2.984 (3.114)] +2024-10-17 18:31:45,040 - Train: 42.58% [532650/1251000] [425.8/1000.0] [batch_t 0.460 (0.439)] [data_t 0.016] [optim_t 0.445] [lr 0.001858] [CE 4.190 (4.208)] [KD 2.915 (3.103)] +2024-10-17 18:32:07,203 - Train: 42.58% [532700/1251000] [425.8/1000.0] [batch_t 0.358 (0.443)] [data_t 0.016] [optim_t 0.342] [lr 0.001858] [CE 4.342 (4.154)] [KD 3.100 (3.104)] +2024-10-17 18:32:29,184 - Train: 42.59% [532750/1251000] [425.9/1000.0] [batch_t 0.425 (0.440)] [data_t 0.015] [optim_t 0.410] [lr 0.001858] [CE 3.986 (4.222)] [KD 3.072 (3.135)] +2024-10-17 18:32:50,754 - Train: 42.59% [532800/1251000] [425.9/1000.0] [batch_t 0.457 (0.431)] [data_t 0.015] [optim_t 0.442] [lr 0.001858] [CE 4.380 (4.182)] [KD 3.250 (3.123)] +2024-10-17 18:33:12,816 - Train: 42.59% [532850/1251000] [425.9/1000.0] [batch_t 0.436 (0.441)] [data_t 0.015] [optim_t 0.420] [lr 0.001857] [CE 4.491 (4.236)] [KD 3.143 (3.138)] +2024-10-17 18:33:35,149 - Train: 42.60% [532900/1251000] [426.0/1000.0] [batch_t 0.360 (0.447)] [data_t 0.015] [optim_t 0.344] [lr 0.001857] [CE 3.919 (4.197)] [KD 2.938 (3.120)] +2024-10-17 18:34:07,930 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.444)] [top1_cnt 38206] [top5_cnt 46713] [top_all 50000] +2024-10-17 18:34:07,930 - net: 76.412 (93.426) +2024-10-17 18:34:29,852 - Test (net_E): 100.00% [50/50] [batch_t 0.133 (0.431)] [top1_cnt 40262] [top5_cnt 47700] [top_all 50000] +2024-10-17 18:34:29,853 - net_E: 80.524 (95.400) +2024-10-17 18:34:30,009 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 18:34:30,009 - ==> Total time: 2 days, 18:52:38 Eta: 3 days, 18:06:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 18:34:45,471 - Train: 42.60% [532950/1251000] [426.0/1000.0] [batch_t 0.362 (0.578)] [data_t 0.015] [optim_t 0.346] [lr 0.001857] [CE 3.738 (4.124)] [KD 2.898 (3.095)] +2024-10-17 18:35:06,083 - Train: 42.61% [533000/1251000] [426.1/1000.0] [batch_t 0.407 (0.412)] [data_t 0.015] [optim_t 0.391] [lr 0.001857] [CE 4.123 (4.172)] [KD 3.177 (3.124)] +2024-10-17 18:35:27,579 - Train: 42.61% [533050/1251000] [426.1/1000.0] [batch_t 0.431 (0.430)] [data_t 0.016] [optim_t 0.416] [lr 0.001857] [CE 3.561 (4.171)] [KD 2.709 (3.106)] +2024-10-17 18:35:48,744 - Train: 42.61% [533100/1251000] [426.1/1000.0] [batch_t 0.429 (0.423)] [data_t 0.015] [optim_t 0.413] [lr 0.001857] [CE 4.165 (4.275)] [KD 3.011 (3.169)] +2024-10-17 18:36:10,021 - Train: 42.62% [533150/1251000] [426.2/1000.0] [batch_t 0.377 (0.425)] [data_t 0.016] [optim_t 0.361] [lr 0.001856] [CE 4.343 (4.178)] [KD 2.862 (3.091)] +2024-10-17 18:36:31,770 - Train: 42.62% [533200/1251000] [426.2/1000.0] [batch_t 0.468 (0.435)] [data_t 0.015] [optim_t 0.452] [lr 0.001856] [CE 3.657 (4.159)] [KD 2.881 (3.090)] +2024-10-17 18:36:52,433 - Train: 42.63% [533250/1251000] [426.3/1000.0] [batch_t 0.430 (0.413)] [data_t 0.015] [optim_t 0.414] [lr 0.001856] [CE 4.063 (4.146)] [KD 3.068 (3.099)] +2024-10-17 18:37:13,884 - Train: 42.63% [533300/1251000] [426.3/1000.0] [batch_t 0.461 (0.429)] [data_t 0.015] [optim_t 0.446] [lr 0.001856] [CE 4.161 (4.126)] [KD 3.135 (3.026)] +2024-10-17 18:37:35,368 - Train: 42.63% [533350/1251000] [426.3/1000.0] [batch_t 0.356 (0.430)] [data_t 0.015] [optim_t 0.341] [lr 0.001856] [CE 4.834 (4.192)] [KD 3.492 (3.147)] +2024-10-17 18:37:56,910 - Train: 42.64% [533400/1251000] [426.4/1000.0] [batch_t 0.498 (0.431)] [data_t 0.015] [optim_t 0.483] [lr 0.001855] [CE 4.121 (4.215)] [KD 3.086 (3.147)] +2024-10-17 18:38:18,370 - Train: 42.64% [533450/1251000] [426.4/1000.0] [batch_t 0.422 (0.429)] [data_t 0.015] [optim_t 0.406] [lr 0.001855] [CE 3.969 (4.224)] [KD 2.888 (3.143)] +2024-10-17 18:38:39,633 - Train: 42.65% [533500/1251000] [426.5/1000.0] [batch_t 0.444 (0.425)] [data_t 0.015] [optim_t 0.429] [lr 0.001855] [CE 4.359 (4.214)] [KD 2.999 (3.075)] +2024-10-17 18:39:01,118 - Train: 42.65% [533550/1251000] [426.5/1000.0] [batch_t 0.568 (0.430)] [data_t 0.015] [optim_t 0.552] [lr 0.001855] [CE 3.538 (4.164)] [KD 2.749 (3.096)] +2024-10-17 18:39:22,137 - Train: 42.65% [533600/1251000] [426.5/1000.0] [batch_t 0.479 (0.420)] [data_t 0.015] [optim_t 0.464] [lr 0.001855] [CE 4.700 (4.233)] [KD 3.159 (3.114)] +2024-10-17 18:39:43,269 - Train: 42.66% [533650/1251000] [426.6/1000.0] [batch_t 0.473 (0.423)] [data_t 0.015] [optim_t 0.458] [lr 0.001855] [CE 4.771 (4.186)] [KD 3.257 (3.119)] +2024-10-17 18:40:04,496 - Train: 42.66% [533700/1251000] [426.6/1000.0] [batch_t 0.447 (0.424)] [data_t 0.015] [optim_t 0.432] [lr 0.001854] [CE 4.152 (4.180)] [KD 3.209 (3.100)] +2024-10-17 18:40:25,592 - Train: 42.67% [533750/1251000] [426.7/1000.0] [batch_t 0.361 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.001854] [CE 3.752 (4.221)] [KD 3.095 (3.143)] +2024-10-17 18:40:47,192 - Train: 42.67% [533800/1251000] [426.7/1000.0] [batch_t 0.396 (0.432)] [data_t 0.015] [optim_t 0.381] [lr 0.001854] [CE 4.603 (4.178)] [KD 3.254 (3.109)] +2024-10-17 18:41:08,474 - Train: 42.67% [533850/1251000] [426.7/1000.0] [batch_t 0.418 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.001854] [CE 4.452 (4.216)] [KD 3.246 (3.121)] +2024-10-17 18:41:30,356 - Train: 42.68% [533900/1251000] [426.8/1000.0] [batch_t 0.419 (0.438)] [data_t 0.016] [optim_t 0.403] [lr 0.001854] [CE 4.602 (4.193)] [KD 3.153 (3.124)] +2024-10-17 18:41:52,020 - Train: 42.68% [533950/1251000] [426.8/1000.0] [batch_t 0.411 (0.433)] [data_t 0.015] [optim_t 0.396] [lr 0.001853] [CE 4.024 (4.181)] [KD 2.983 (3.071)] +2024-10-17 18:42:13,428 - Train: 42.69% [534000/1251000] [426.9/1000.0] [batch_t 0.434 (0.428)] [data_t 0.015] [optim_t 0.418] [lr 0.001853] [CE 4.053 (4.185)] [KD 3.169 (3.101)] +2024-10-17 18:42:34,836 - Train: 42.69% [534050/1251000] [426.9/1000.0] [batch_t 0.384 (0.428)] [data_t 0.015] [optim_t 0.368] [lr 0.001853] [CE 4.432 (4.236)] [KD 3.171 (3.147)] +2024-10-17 18:42:56,761 - Train: 42.69% [534100/1251000] [426.9/1000.0] [batch_t 0.365 (0.438)] [data_t 0.016] [optim_t 0.350] [lr 0.001853] [CE 4.652 (4.202)] [KD 3.668 (3.125)] +2024-10-17 18:43:18,519 - Train: 42.70% [534150/1251000] [427.0/1000.0] [batch_t 0.402 (0.435)] [data_t 0.016] [optim_t 0.387] [lr 0.001853] [CE 4.597 (4.170)] [KD 3.285 (3.122)] +2024-10-17 18:43:50,769 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 38343] [top5_cnt 46809] [top_all 50000] +2024-10-17 18:43:50,769 - net: 76.686 (93.618) +2024-10-17 18:44:12,529 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40231] [top5_cnt 47714] [top_all 50000] +2024-10-17 18:44:12,530 - net_E: 80.462 (95.428) +2024-10-17 18:44:12,683 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 18:44:12,683 - ==> Total time: 2 days, 19:02:21 Eta: 3 days, 17:57:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 18:44:27,514 - Train: 42.70% [534200/1251000] [427.0/1000.0] [batch_t 0.362 (0.574)] [data_t 0.016] [optim_t 0.346] [lr 0.001853] [CE 3.860 (4.103)] [KD 3.023 (3.080)] +2024-10-17 18:44:48,131 - Train: 42.71% [534250/1251000] [427.1/1000.0] [batch_t 0.390 (0.412)] [data_t 0.048] [optim_t 0.343] [lr 0.001852] [CE 4.361 (4.177)] [KD 3.284 (3.069)] +2024-10-17 18:45:09,783 - Train: 42.71% [534300/1251000] [427.1/1000.0] [batch_t 0.360 (0.433)] [data_t 0.017] [optim_t 0.343] [lr 0.001852] [CE 4.206 (4.245)] [KD 3.298 (3.122)] +2024-10-17 18:45:30,821 - Train: 42.71% [534350/1251000] [427.1/1000.0] [batch_t 0.454 (0.421)] [data_t 0.110] [optim_t 0.344] [lr 0.001852] [CE 4.444 (4.204)] [KD 3.084 (3.137)] +2024-10-17 18:45:51,971 - Train: 42.72% [534400/1251000] [427.2/1000.0] [batch_t 0.504 (0.423)] [data_t 0.159] [optim_t 0.345] [lr 0.001852] [CE 4.388 (4.137)] [KD 3.285 (3.060)] +2024-10-17 18:46:12,796 - Train: 42.72% [534450/1251000] [427.2/1000.0] [batch_t 0.382 (0.416)] [data_t 0.032] [optim_t 0.350] [lr 0.001852] [CE 4.293 (4.165)] [KD 3.360 (3.077)] +2024-10-17 18:46:33,784 - Train: 42.73% [534500/1251000] [427.3/1000.0] [batch_t 0.413 (0.420)] [data_t 0.064] [optim_t 0.349] [lr 0.001851] [CE 3.974 (4.172)] [KD 2.927 (3.098)] +2024-10-17 18:46:55,235 - Train: 42.73% [534550/1251000] [427.3/1000.0] [batch_t 0.492 (0.429)] [data_t 0.015] [optim_t 0.476] [lr 0.001851] [CE 3.920 (4.200)] [KD 2.781 (3.106)] +2024-10-17 18:47:16,356 - Train: 42.73% [534600/1251000] [427.3/1000.0] [batch_t 0.434 (0.422)] [data_t 0.015] [optim_t 0.418] [lr 0.001851] [CE 4.146 (4.181)] [KD 3.188 (3.110)] +2024-10-17 18:47:37,948 - Train: 42.74% [534650/1251000] [427.4/1000.0] [batch_t 0.507 (0.432)] [data_t 0.016] [optim_t 0.492] [lr 0.001851] [CE 4.915 (4.207)] [KD 3.482 (3.109)] +2024-10-17 18:47:58,980 - Train: 42.74% [534700/1251000] [427.4/1000.0] [batch_t 0.365 (0.420)] [data_t 0.016] [optim_t 0.350] [lr 0.001851] [CE 4.386 (4.145)] [KD 3.136 (3.082)] +2024-10-17 18:48:20,154 - Train: 42.75% [534750/1251000] [427.5/1000.0] [batch_t 0.392 (0.423)] [data_t 0.016] [optim_t 0.376] [lr 0.001851] [CE 4.156 (4.199)] [KD 3.141 (3.114)] +2024-10-17 18:48:41,350 - Train: 42.75% [534800/1251000] [427.5/1000.0] [batch_t 0.420 (0.424)] [data_t 0.015] [optim_t 0.405] [lr 0.001850] [CE 3.977 (4.179)] [KD 3.099 (3.132)] +2024-10-17 18:49:02,270 - Train: 42.75% [534850/1251000] [427.5/1000.0] [batch_t 0.486 (0.418)] [data_t 0.016] [optim_t 0.470] [lr 0.001850] [CE 4.665 (4.142)] [KD 3.406 (3.144)] +2024-10-17 18:49:22,990 - Train: 42.76% [534900/1251000] [427.6/1000.0] [batch_t 0.373 (0.414)] [data_t 0.015] [optim_t 0.358] [lr 0.001850] [CE 4.558 (4.154)] [KD 3.253 (3.121)] +2024-10-17 18:49:43,691 - Train: 42.76% [534950/1251000] [427.6/1000.0] [batch_t 0.452 (0.414)] [data_t 0.015] [optim_t 0.437] [lr 0.001850] [CE 4.197 (4.153)] [KD 2.785 (3.081)] +2024-10-17 18:50:05,277 - Train: 42.77% [535000/1251000] [427.7/1000.0] [batch_t 0.363 (0.432)] [data_t 0.016] [optim_t 0.347] [lr 0.001850] [CE 3.949 (4.172)] [KD 3.021 (3.097)] +2024-10-17 18:50:25,880 - Train: 42.77% [535050/1251000] [427.7/1000.0] [batch_t 0.495 (0.412)] [data_t 0.016] [optim_t 0.479] [lr 0.001849] [CE 4.506 (4.125)] [KD 2.998 (3.059)] +2024-10-17 18:50:47,568 - Train: 42.77% [535100/1251000] [427.7/1000.0] [batch_t 0.483 (0.434)] [data_t 0.016] [optim_t 0.468] [lr 0.001849] [CE 4.222 (4.198)] [KD 3.020 (3.096)] +2024-10-17 18:51:08,116 - Train: 42.78% [535150/1251000] [427.8/1000.0] [batch_t 0.393 (0.411)] [data_t 0.016] [optim_t 0.378] [lr 0.001849] [CE 4.601 (4.208)] [KD 3.392 (3.111)] +2024-10-17 18:51:28,792 - Train: 42.78% [535200/1251000] [427.8/1000.0] [batch_t 0.454 (0.413)] [data_t 0.016] [optim_t 0.439] [lr 0.001849] [CE 4.265 (4.195)] [KD 3.221 (3.148)] +2024-10-17 18:51:49,785 - Train: 42.79% [535250/1251000] [427.9/1000.0] [batch_t 0.388 (0.420)] [data_t 0.015] [optim_t 0.372] [lr 0.001849] [CE 4.157 (4.144)] [KD 3.095 (3.144)] +2024-10-17 18:52:11,436 - Train: 42.79% [535300/1251000] [427.9/1000.0] [batch_t 0.362 (0.433)] [data_t 0.016] [optim_t 0.347] [lr 0.001849] [CE 4.353 (4.166)] [KD 3.357 (3.141)] +2024-10-17 18:52:32,289 - Train: 42.79% [535350/1251000] [427.9/1000.0] [batch_t 0.429 (0.417)] [data_t 0.077] [optim_t 0.352] [lr 0.001848] [CE 4.206 (4.187)] [KD 2.951 (3.119)] +2024-10-17 18:52:54,721 - Train: 42.80% [535400/1251000] [428.0/1000.0] [batch_t 0.517 (0.448)] [data_t 0.172] [optim_t 0.345] [lr 0.001848] [CE 4.628 (4.227)] [KD 3.225 (3.078)] +2024-10-17 18:53:27,335 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 38207] [top5_cnt 46686] [top_all 50000] +2024-10-17 18:53:27,335 - net: 76.414 (93.372) +2024-10-17 18:53:48,228 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 40248] [top5_cnt 47707] [top_all 50000] +2024-10-17 18:53:48,228 - net_E: 80.496 (95.414) +2024-10-17 18:53:48,400 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 18:53:48,401 - ==> Total time: 2 days, 19:11:57 Eta: 3 days, 17:48:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 18:54:02,902 - Train: 42.80% [535450/1251000] [428.0/1000.0] [batch_t 0.359 (0.590)] [data_t 0.015] [optim_t 0.343] [lr 0.001848] [CE 4.221 (4.192)] [KD 3.017 (3.048)] +2024-10-17 18:54:23,472 - Train: 42.81% [535500/1251000] [428.1/1000.0] [batch_t 0.462 (0.411)] [data_t 0.016] [optim_t 0.446] [lr 0.001848] [CE 3.776 (4.185)] [KD 3.004 (3.059)] +2024-10-17 18:54:45,688 - Train: 42.81% [535550/1251000] [428.1/1000.0] [batch_t 0.360 (0.444)] [data_t 0.015] [optim_t 0.345] [lr 0.001848] [CE 4.081 (4.173)] [KD 3.075 (3.058)] +2024-10-17 18:55:07,440 - Train: 42.81% [535600/1251000] [428.1/1000.0] [batch_t 0.456 (0.435)] [data_t 0.015] [optim_t 0.441] [lr 0.001847] [CE 3.762 (4.166)] [KD 2.795 (3.064)] +2024-10-17 18:55:29,347 - Train: 42.82% [535650/1251000] [428.2/1000.0] [batch_t 0.360 (0.438)] [data_t 0.015] [optim_t 0.345] [lr 0.001847] [CE 3.908 (4.157)] [KD 3.015 (3.103)] +2024-10-17 18:55:50,356 - Train: 42.82% [535700/1251000] [428.2/1000.0] [batch_t 0.416 (0.420)] [data_t 0.015] [optim_t 0.401] [lr 0.001847] [CE 3.672 (4.178)] [KD 3.024 (3.104)] +2024-10-17 18:56:12,012 - Train: 42.83% [535750/1251000] [428.3/1000.0] [batch_t 0.475 (0.433)] [data_t 0.015] [optim_t 0.459] [lr 0.001847] [CE 4.550 (4.133)] [KD 3.066 (3.048)] +2024-10-17 18:56:33,705 - Train: 42.83% [535800/1251000] [428.3/1000.0] [batch_t 0.409 (0.434)] [data_t 0.015] [optim_t 0.394] [lr 0.001847] [CE 4.115 (4.124)] [KD 3.083 (3.038)] +2024-10-17 18:56:55,623 - Train: 42.83% [535850/1251000] [428.3/1000.0] [batch_t 0.502 (0.438)] [data_t 0.016] [optim_t 0.487] [lr 0.001847] [CE 4.640 (4.223)] [KD 3.199 (3.145)] +2024-10-17 18:57:17,569 - Train: 42.84% [535900/1251000] [428.4/1000.0] [batch_t 0.514 (0.439)] [data_t 0.015] [optim_t 0.499] [lr 0.001846] [CE 4.055 (4.107)] [KD 2.972 (3.061)] +2024-10-17 18:57:39,086 - Train: 42.84% [535950/1251000] [428.4/1000.0] [batch_t 0.404 (0.430)] [data_t 0.015] [optim_t 0.389] [lr 0.001846] [CE 4.306 (4.189)] [KD 3.049 (3.081)] +2024-10-17 18:58:00,349 - Train: 42.85% [536000/1251000] [428.5/1000.0] [batch_t 0.439 (0.425)] [data_t 0.016] [optim_t 0.423] [lr 0.001846] [CE 4.104 (4.165)] [KD 3.238 (3.060)] +2024-10-17 18:58:21,961 - Train: 42.85% [536050/1251000] [428.5/1000.0] [batch_t 0.369 (0.432)] [data_t 0.016] [optim_t 0.354] [lr 0.001846] [CE 4.093 (4.228)] [KD 2.877 (3.119)] +2024-10-17 18:58:43,467 - Train: 42.85% [536100/1251000] [428.5/1000.0] [batch_t 0.362 (0.430)] [data_t 0.016] [optim_t 0.347] [lr 0.001846] [CE 4.515 (4.225)] [KD 3.330 (3.127)] +2024-10-17 18:59:04,713 - Train: 42.86% [536150/1251000] [428.6/1000.0] [batch_t 0.366 (0.425)] [data_t 0.016] [optim_t 0.351] [lr 0.001845] [CE 3.918 (4.172)] [KD 2.914 (3.116)] +2024-10-17 18:59:26,616 - Train: 42.86% [536200/1251000] [428.6/1000.0] [batch_t 0.490 (0.438)] [data_t 0.016] [optim_t 0.475] [lr 0.001845] [CE 3.627 (4.236)] [KD 2.684 (3.111)] +2024-10-17 18:59:48,036 - Train: 42.87% [536250/1251000] [428.7/1000.0] [batch_t 0.487 (0.428)] [data_t 0.016] [optim_t 0.472] [lr 0.001845] [CE 4.041 (4.156)] [KD 3.013 (3.053)] +2024-10-17 19:00:09,703 - Train: 42.87% [536300/1251000] [428.7/1000.0] [batch_t 0.432 (0.433)] [data_t 0.015] [optim_t 0.417] [lr 0.001845] [CE 4.443 (4.116)] [KD 3.373 (3.054)] +2024-10-17 19:00:31,183 - Train: 42.87% [536350/1251000] [428.7/1000.0] [batch_t 0.501 (0.429)] [data_t 0.016] [optim_t 0.485] [lr 0.001845] [CE 4.321 (4.202)] [KD 3.166 (3.130)] +2024-10-17 19:00:52,611 - Train: 42.88% [536400/1251000] [428.8/1000.0] [batch_t 0.437 (0.428)] [data_t 0.015] [optim_t 0.422] [lr 0.001845] [CE 3.971 (4.194)] [KD 2.967 (3.112)] +2024-10-17 19:01:13,898 - Train: 42.88% [536450/1251000] [428.8/1000.0] [batch_t 0.374 (0.426)] [data_t 0.016] [optim_t 0.358] [lr 0.001844] [CE 4.147 (4.175)] [KD 2.963 (3.067)] +2024-10-17 19:01:35,544 - Train: 42.89% [536500/1251000] [428.9/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.345] [lr 0.001844] [CE 4.112 (4.235)] [KD 2.937 (3.116)] +2024-10-17 19:01:57,650 - Train: 42.89% [536550/1251000] [428.9/1000.0] [batch_t 0.498 (0.442)] [data_t 0.015] [optim_t 0.482] [lr 0.001844] [CE 4.649 (4.105)] [KD 3.466 (3.084)] +2024-10-17 19:02:19,459 - Train: 42.89% [536600/1251000] [428.9/1000.0] [batch_t 0.430 (0.436)] [data_t 0.015] [optim_t 0.415] [lr 0.001844] [CE 4.255 (4.205)] [KD 3.295 (3.129)] +2024-10-17 19:02:41,249 - Train: 42.90% [536650/1251000] [429.0/1000.0] [batch_t 0.357 (0.436)] [data_t 0.015] [optim_t 0.342] [lr 0.001844] [CE 4.560 (4.174)] [KD 3.103 (3.137)] +2024-10-17 19:03:13,923 - Test (net): 100.00% [50/50] [batch_t 0.148 (0.420)] [top1_cnt 38359] [top5_cnt 46785] [top_all 50000] +2024-10-17 19:03:13,924 - net: 76.718 (93.570) +2024-10-17 19:03:35,712 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 40253] [top5_cnt 47711] [top_all 50000] +2024-10-17 19:03:35,712 - net_E: 80.506 (95.422) +2024-10-17 19:03:35,854 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 19:03:35,855 - ==> Total time: 2 days, 19:21:44 Eta: 3 days, 17:39:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 19:03:49,647 - Train: 42.90% [536700/1251000] [429.0/1000.0] [batch_t 0.361 (0.585)] [data_t 0.016] [optim_t 0.346] [lr 0.001843] [CE 4.135 (4.146)] [KD 2.976 (3.092)] +2024-10-17 19:04:11,187 - Train: 42.91% [536750/1251000] [429.1/1000.0] [batch_t 0.430 (0.431)] [data_t 0.015] [optim_t 0.414] [lr 0.001843] [CE 4.727 (4.180)] [KD 3.453 (3.114)] +2024-10-17 19:04:32,693 - Train: 42.91% [536800/1251000] [429.1/1000.0] [batch_t 0.360 (0.430)] [data_t 0.016] [optim_t 0.344] [lr 0.001843] [CE 4.151 (4.174)] [KD 2.986 (3.094)] +2024-10-17 19:04:54,368 - Train: 42.91% [536850/1251000] [429.1/1000.0] [batch_t 0.459 (0.433)] [data_t 0.015] [optim_t 0.443] [lr 0.001843] [CE 4.607 (4.224)] [KD 3.281 (3.136)] +2024-10-17 19:05:16,190 - Train: 42.92% [536900/1251000] [429.2/1000.0] [batch_t 0.380 (0.436)] [data_t 0.039] [optim_t 0.341] [lr 0.001843] [CE 4.226 (4.156)] [KD 2.955 (3.132)] +2024-10-17 19:05:37,451 - Train: 42.92% [536950/1251000] [429.2/1000.0] [batch_t 0.429 (0.425)] [data_t 0.015] [optim_t 0.413] [lr 0.001843] [CE 4.248 (4.145)] [KD 3.313 (3.086)] +2024-10-17 19:05:59,167 - Train: 42.93% [537000/1251000] [429.3/1000.0] [batch_t 0.368 (0.434)] [data_t 0.016] [optim_t 0.352] [lr 0.001842] [CE 3.982 (4.182)] [KD 3.103 (3.121)] +2024-10-17 19:06:20,825 - Train: 42.93% [537050/1251000] [429.3/1000.0] [batch_t 0.462 (0.433)] [data_t 0.015] [optim_t 0.446] [lr 0.001842] [CE 4.047 (4.192)] [KD 3.082 (3.121)] +2024-10-17 19:06:42,554 - Train: 42.93% [537100/1251000] [429.3/1000.0] [batch_t 0.498 (0.434)] [data_t 0.016] [optim_t 0.483] [lr 0.001842] [CE 3.833 (4.203)] [KD 3.022 (3.097)] +2024-10-17 19:07:04,545 - Train: 42.94% [537150/1251000] [429.4/1000.0] [batch_t 0.513 (0.440)] [data_t 0.015] [optim_t 0.498] [lr 0.001842] [CE 3.746 (4.198)] [KD 3.007 (3.119)] +2024-10-17 19:07:26,365 - Train: 42.94% [537200/1251000] [429.4/1000.0] [batch_t 0.427 (0.436)] [data_t 0.015] [optim_t 0.411] [lr 0.001842] [CE 4.086 (4.187)] [KD 3.245 (3.086)] +2024-10-17 19:07:47,716 - Train: 42.95% [537250/1251000] [429.5/1000.0] [batch_t 0.419 (0.427)] [data_t 0.015] [optim_t 0.403] [lr 0.001841] [CE 3.877 (4.130)] [KD 2.921 (3.080)] +2024-10-17 19:08:09,626 - Train: 42.95% [537300/1251000] [429.5/1000.0] [batch_t 0.490 (0.438)] [data_t 0.015] [optim_t 0.474] [lr 0.001841] [CE 4.046 (4.196)] [KD 2.895 (3.092)] +2024-10-17 19:08:31,653 - Train: 42.95% [537350/1251000] [429.5/1000.0] [batch_t 0.496 (0.440)] [data_t 0.015] [optim_t 0.481] [lr 0.001841] [CE 3.662 (4.175)] [KD 2.720 (3.111)] +2024-10-17 19:08:54,080 - Train: 42.96% [537400/1251000] [429.6/1000.0] [batch_t 0.449 (0.448)] [data_t 0.015] [optim_t 0.433] [lr 0.001841] [CE 3.867 (4.163)] [KD 2.899 (3.076)] +2024-10-17 19:09:15,323 - Train: 42.96% [537450/1251000] [429.6/1000.0] [batch_t 0.494 (0.425)] [data_t 0.015] [optim_t 0.478] [lr 0.001841] [CE 3.882 (4.153)] [KD 2.837 (3.099)] +2024-10-17 19:09:37,731 - Train: 42.97% [537500/1251000] [429.7/1000.0] [batch_t 0.459 (0.448)] [data_t 0.015] [optim_t 0.443] [lr 0.001841] [CE 4.448 (4.157)] [KD 3.238 (3.071)] +2024-10-17 19:09:59,955 - Train: 42.97% [537550/1251000] [429.7/1000.0] [batch_t 0.555 (0.444)] [data_t 0.015] [optim_t 0.540] [lr 0.001840] [CE 4.260 (4.174)] [KD 3.091 (3.123)] +2024-10-17 19:10:21,887 - Train: 42.97% [537600/1251000] [429.7/1000.0] [batch_t 0.363 (0.439)] [data_t 0.015] [optim_t 0.348] [lr 0.001840] [CE 4.264 (4.223)] [KD 2.937 (3.141)] +2024-10-17 19:10:44,201 - Train: 42.98% [537650/1251000] [429.8/1000.0] [batch_t 0.400 (0.446)] [data_t 0.015] [optim_t 0.385] [lr 0.001840] [CE 3.847 (4.107)] [KD 2.888 (3.124)] +2024-10-17 19:11:06,771 - Train: 42.98% [537700/1251000] [429.8/1000.0] [batch_t 0.464 (0.451)] [data_t 0.015] [optim_t 0.448] [lr 0.001840] [CE 4.065 (4.258)] [KD 3.068 (3.157)] +2024-10-17 19:11:28,564 - Train: 42.99% [537750/1251000] [429.9/1000.0] [batch_t 0.412 (0.436)] [data_t 0.015] [optim_t 0.396] [lr 0.001840] [CE 4.394 (4.100)] [KD 3.173 (3.078)] +2024-10-17 19:11:49,185 - Train: 42.99% [537800/1251000] [429.9/1000.0] [batch_t 0.409 (0.412)] [data_t 0.015] [optim_t 0.394] [lr 0.001839] [CE 4.168 (4.251)] [KD 3.198 (3.171)] +2024-10-17 19:12:10,257 - Train: 42.99% [537850/1251000] [429.9/1000.0] [batch_t 0.395 (0.421)] [data_t 0.015] [optim_t 0.380] [lr 0.001839] [CE 4.093 (4.137)] [KD 3.159 (3.090)] +2024-10-17 19:12:31,307 - Train: 43.00% [537900/1251000] [430.0/1000.0] [batch_t 0.494 (0.421)] [data_t 0.015] [optim_t 0.479] [lr 0.001839] [CE 3.509 (4.149)] [KD 2.785 (3.113)] +2024-10-17 19:13:05,107 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.430)] [top1_cnt 38233] [top5_cnt 46736] [top_all 50000] +2024-10-17 19:13:05,108 - net: 76.466 (93.472) +2024-10-17 19:13:26,893 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 40271] [top5_cnt 47726] [top_all 50000] +2024-10-17 19:13:26,893 - net_E: 80.542 (95.452) +2024-10-17 19:13:27,051 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 19:13:27,052 - ==> Total time: 2 days, 19:31:35 Eta: 3 days, 17:30:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 19:13:40,733 - Train: 43.00% [537950/1251000] [430.0/1000.0] [batch_t 0.358 (0.620)] [data_t 0.015] [optim_t 0.342] [lr 0.001839] [CE 4.330 (4.062)] [KD 3.204 (3.018)] +2024-10-17 19:14:01,622 - Train: 43.01% [538000/1251000] [430.1/1000.0] [batch_t 0.430 (0.418)] [data_t 0.015] [optim_t 0.414] [lr 0.001839] [CE 3.892 (4.178)] [KD 3.152 (3.095)] +2024-10-17 19:14:23,426 - Train: 43.01% [538050/1251000] [430.1/1000.0] [batch_t 0.442 (0.436)] [data_t 0.015] [optim_t 0.427] [lr 0.001839] [CE 4.822 (4.132)] [KD 3.357 (3.058)] +2024-10-17 19:14:44,992 - Train: 43.01% [538100/1251000] [430.1/1000.0] [batch_t 0.416 (0.431)] [data_t 0.015] [optim_t 0.400] [lr 0.001838] [CE 3.571 (4.148)] [KD 2.808 (3.078)] +2024-10-17 19:15:07,160 - Train: 43.02% [538150/1251000] [430.2/1000.0] [batch_t 0.490 (0.443)] [data_t 0.015] [optim_t 0.475] [lr 0.001838] [CE 4.135 (4.189)] [KD 2.953 (3.049)] +2024-10-17 19:15:28,668 - Train: 43.02% [538200/1251000] [430.2/1000.0] [batch_t 0.419 (0.430)] [data_t 0.015] [optim_t 0.404] [lr 0.001838] [CE 4.040 (4.149)] [KD 3.123 (3.040)] +2024-10-17 19:15:50,012 - Train: 43.03% [538250/1251000] [430.3/1000.0] [batch_t 0.405 (0.427)] [data_t 0.015] [optim_t 0.389] [lr 0.001838] [CE 4.633 (4.118)] [KD 3.449 (3.033)] +2024-10-17 19:16:11,286 - Train: 43.03% [538300/1251000] [430.3/1000.0] [batch_t 0.366 (0.425)] [data_t 0.015] [optim_t 0.351] [lr 0.001838] [CE 3.980 (4.147)] [KD 2.912 (3.046)] +2024-10-17 19:16:32,977 - Train: 43.03% [538350/1251000] [430.3/1000.0] [batch_t 0.453 (0.434)] [data_t 0.015] [optim_t 0.438] [lr 0.001837] [CE 3.655 (4.097)] [KD 2.789 (3.053)] +2024-10-17 19:16:54,762 - Train: 43.04% [538400/1251000] [430.4/1000.0] [batch_t 0.468 (0.436)] [data_t 0.015] [optim_t 0.452] [lr 0.001837] [CE 4.112 (4.132)] [KD 3.186 (3.087)] +2024-10-17 19:17:16,695 - Train: 43.04% [538450/1251000] [430.4/1000.0] [batch_t 0.404 (0.439)] [data_t 0.015] [optim_t 0.389] [lr 0.001837] [CE 4.311 (4.191)] [KD 3.116 (3.099)] +2024-10-17 19:17:38,342 - Train: 43.05% [538500/1251000] [430.5/1000.0] [batch_t 0.444 (0.433)] [data_t 0.015] [optim_t 0.429] [lr 0.001837] [CE 3.998 (4.187)] [KD 3.013 (3.088)] +2024-10-17 19:17:59,774 - Train: 43.05% [538550/1251000] [430.5/1000.0] [batch_t 0.481 (0.429)] [data_t 0.015] [optim_t 0.466] [lr 0.001837] [CE 4.826 (4.200)] [KD 3.359 (3.148)] +2024-10-17 19:18:21,549 - Train: 43.05% [538600/1251000] [430.5/1000.0] [batch_t 0.432 (0.435)] [data_t 0.015] [optim_t 0.416] [lr 0.001837] [CE 4.076 (4.159)] [KD 3.117 (3.105)] +2024-10-17 19:18:43,188 - Train: 43.06% [538650/1251000] [430.6/1000.0] [batch_t 0.389 (0.433)] [data_t 0.015] [optim_t 0.374] [lr 0.001836] [CE 4.214 (4.181)] [KD 3.008 (3.129)] +2024-10-17 19:19:04,727 - Train: 43.06% [538700/1251000] [430.6/1000.0] [batch_t 0.410 (0.431)] [data_t 0.015] [optim_t 0.395] [lr 0.001836] [CE 3.738 (4.161)] [KD 2.966 (3.090)] +2024-10-17 19:19:26,224 - Train: 43.07% [538750/1251000] [430.7/1000.0] [batch_t 0.466 (0.430)] [data_t 0.015] [optim_t 0.451] [lr 0.001836] [CE 4.008 (4.202)] [KD 2.992 (3.093)] +2024-10-17 19:19:48,747 - Train: 43.07% [538800/1251000] [430.7/1000.0] [batch_t 0.495 (0.450)] [data_t 0.015] [optim_t 0.480] [lr 0.001836] [CE 3.935 (4.115)] [KD 2.985 (3.020)] +2024-10-17 19:20:10,547 - Train: 43.07% [538850/1251000] [430.7/1000.0] [batch_t 0.359 (0.436)] [data_t 0.015] [optim_t 0.344] [lr 0.001836] [CE 4.090 (4.169)] [KD 3.051 (3.072)] +2024-10-17 19:20:32,545 - Train: 43.08% [538900/1251000] [430.8/1000.0] [batch_t 0.494 (0.440)] [data_t 0.015] [optim_t 0.478] [lr 0.001835] [CE 4.188 (4.207)] [KD 3.101 (3.139)] +2024-10-17 19:20:53,460 - Train: 43.08% [538950/1251000] [430.8/1000.0] [batch_t 0.362 (0.418)] [data_t 0.015] [optim_t 0.346] [lr 0.001835] [CE 3.923 (4.150)] [KD 2.854 (3.108)] +2024-10-17 19:21:14,782 - Train: 43.09% [539000/1251000] [430.9/1000.0] [batch_t 0.941 (0.426)] [data_t 0.015] [optim_t 0.926] [lr 0.001835] [CE 4.336 (4.182)] [KD 3.234 (3.059)] +2024-10-17 19:21:36,476 - Train: 43.09% [539050/1251000] [430.9/1000.0] [batch_t 0.371 (0.434)] [data_t 0.015] [optim_t 0.355] [lr 0.001835] [CE 4.296 (4.157)] [KD 3.085 (3.028)] +2024-10-17 19:21:57,737 - Train: 43.09% [539100/1251000] [430.9/1000.0] [batch_t 0.429 (0.425)] [data_t 0.015] [optim_t 0.413] [lr 0.001835] [CE 4.325 (4.213)] [KD 3.213 (3.118)] +2024-10-17 19:22:18,936 - Train: 43.10% [539150/1251000] [431.0/1000.0] [batch_t 0.469 (0.424)] [data_t 0.015] [optim_t 0.453] [lr 0.001835] [CE 3.811 (4.136)] [KD 3.068 (3.036)] +2024-10-17 19:22:53,263 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 38289] [top5_cnt 46801] [top_all 50000] +2024-10-17 19:22:53,263 - net: 76.578 (93.602) +2024-10-17 19:23:14,772 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.425)] [top1_cnt 40251] [top5_cnt 47697] [top_all 50000] +2024-10-17 19:23:14,773 - net_E: 80.502 (95.394) +2024-10-17 19:23:14,941 - Max [top1: 76.910 (epoch: 397)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 19:23:14,941 - ==> Total time: 2 days, 19:41:23 Eta: 3 days, 17:21:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 19:23:28,627 - Train: 43.10% [539200/1251000] [431.0/1000.0] [batch_t 0.360 (0.641)] [data_t 0.016] [optim_t 0.345] [lr 0.001834] [CE 4.124 (4.095)] [KD 2.914 (3.070)] +2024-10-17 19:23:50,251 - Train: 43.11% [539250/1251000] [431.1/1000.0] [batch_t 0.429 (0.432)] [data_t 0.015] [optim_t 0.413] [lr 0.001834] [CE 4.423 (4.138)] [KD 3.077 (3.008)] +2024-10-17 19:24:12,164 - Train: 43.11% [539300/1251000] [431.1/1000.0] [batch_t 0.397 (0.438)] [data_t 0.015] [optim_t 0.382] [lr 0.001834] [CE 4.341 (4.203)] [KD 3.326 (3.078)] +2024-10-17 19:24:33,959 - Train: 43.11% [539350/1251000] [431.1/1000.0] [batch_t 0.414 (0.436)] [data_t 0.015] [optim_t 0.399] [lr 0.001834] [CE 4.327 (4.255)] [KD 3.178 (3.111)] +2024-10-17 19:24:56,165 - Train: 43.12% [539400/1251000] [431.2/1000.0] [batch_t 0.366 (0.444)] [data_t 0.016] [optim_t 0.350] [lr 0.001834] [CE 4.198 (4.095)] [KD 3.099 (3.054)] +2024-10-17 19:25:18,028 - Train: 43.12% [539450/1251000] [431.2/1000.0] [batch_t 0.447 (0.437)] [data_t 0.015] [optim_t 0.432] [lr 0.001833] [CE 4.697 (4.189)] [KD 3.457 (3.108)] +2024-10-17 19:25:39,845 - Train: 43.13% [539500/1251000] [431.3/1000.0] [batch_t 0.446 (0.436)] [data_t 0.015] [optim_t 0.431] [lr 0.001833] [CE 4.128 (4.154)] [KD 2.990 (3.068)] +2024-10-17 19:26:01,925 - Train: 43.13% [539550/1251000] [431.3/1000.0] [batch_t 0.364 (0.441)] [data_t 0.015] [optim_t 0.349] [lr 0.001833] [CE 4.709 (4.200)] [KD 3.341 (3.125)] +2024-10-17 19:26:23,881 - Train: 43.13% [539600/1251000] [431.3/1000.0] [batch_t 0.400 (0.439)] [data_t 0.015] [optim_t 0.385] [lr 0.001833] [CE 4.004 (4.169)] [KD 2.984 (3.104)] +2024-10-17 19:26:45,603 - Train: 43.14% [539650/1251000] [431.4/1000.0] [batch_t 0.506 (0.434)] [data_t 0.015] [optim_t 0.491] [lr 0.001833] [CE 4.437 (4.145)] [KD 3.323 (3.092)] +2024-10-17 19:27:07,169 - Train: 43.14% [539700/1251000] [431.4/1000.0] [batch_t 0.449 (0.431)] [data_t 0.015] [optim_t 0.434] [lr 0.001833] [CE 4.314 (4.179)] [KD 3.405 (3.073)] +2024-10-17 19:27:28,871 - Train: 43.15% [539750/1251000] [431.5/1000.0] [batch_t 0.386 (0.434)] [data_t 0.015] [optim_t 0.371] [lr 0.001832] [CE 4.309 (4.148)] [KD 3.019 (3.078)] +2024-10-17 19:27:50,177 - Train: 43.15% [539800/1251000] [431.5/1000.0] [batch_t 0.366 (0.426)] [data_t 0.015] [optim_t 0.351] [lr 0.001832] [CE 4.241 (4.179)] [KD 3.058 (3.066)] +2024-10-17 19:28:12,349 - Train: 43.15% [539850/1251000] [431.5/1000.0] [batch_t 0.493 (0.443)] [data_t 0.015] [optim_t 0.478] [lr 0.001832] [CE 4.291 (4.181)] [KD 3.215 (3.152)] +2024-10-17 19:28:33,623 - Train: 43.16% [539900/1251000] [431.6/1000.0] [batch_t 0.438 (0.425)] [data_t 0.015] [optim_t 0.423] [lr 0.001832] [CE 4.763 (4.222)] [KD 3.535 (3.143)] +2024-10-17 19:28:54,833 - Train: 43.16% [539950/1251000] [431.6/1000.0] [batch_t 0.412 (0.424)] [data_t 0.015] [optim_t 0.397] [lr 0.001832] [CE 4.277 (4.192)] [KD 3.101 (3.110)] +2024-10-17 19:29:16,294 - Train: 43.17% [540000/1251000] [431.7/1000.0] [batch_t 0.425 (0.429)] [data_t 0.015] [optim_t 0.409] [lr 0.001831] [CE 4.392 (4.129)] [KD 3.427 (3.092)] +2024-10-17 19:29:38,073 - Train: 43.17% [540050/1251000] [431.7/1000.0] [batch_t 0.480 (0.435)] [data_t 0.015] [optim_t 0.465] [lr 0.001831] [CE 4.665 (4.189)] [KD 3.248 (3.090)] +2024-10-17 19:29:58,984 - Train: 43.17% [540100/1251000] [431.7/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.001831] [CE 4.248 (4.183)] [KD 3.065 (3.074)] +2024-10-17 19:30:19,959 - Train: 43.18% [540150/1251000] [431.8/1000.0] [batch_t 0.414 (0.419)] [data_t 0.015] [optim_t 0.398] [lr 0.001831] [CE 3.877 (4.110)] [KD 2.919 (3.068)] +2024-10-17 19:30:40,999 - Train: 43.18% [540200/1251000] [431.8/1000.0] [batch_t 0.437 (0.421)] [data_t 0.015] [optim_t 0.422] [lr 0.001831] [CE 4.169 (4.154)] [KD 3.034 (3.065)] +2024-10-17 19:31:01,695 - Train: 43.19% [540250/1251000] [431.9/1000.0] [batch_t 0.376 (0.414)] [data_t 0.015] [optim_t 0.361] [lr 0.001830] [CE 4.719 (4.253)] [KD 3.414 (3.158)] +2024-10-17 19:31:22,752 - Train: 43.19% [540300/1251000] [431.9/1000.0] [batch_t 0.512 (0.421)] [data_t 0.015] [optim_t 0.496] [lr 0.001830] [CE 4.280 (4.198)] [KD 3.214 (3.105)] +2024-10-17 19:31:43,579 - Train: 43.19% [540350/1251000] [431.9/1000.0] [batch_t 0.410 (0.416)] [data_t 0.015] [optim_t 0.395] [lr 0.001830] [CE 3.987 (4.175)] [KD 2.891 (3.084)] +2024-10-17 19:32:04,354 - Train: 43.20% [540400/1251000] [432.0/1000.0] [batch_t 0.417 (0.415)] [data_t 0.015] [optim_t 0.401] [lr 0.001830] [CE 4.508 (4.148)] [KD 3.445 (3.122)] +2024-10-17 19:32:38,144 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 38486] [top5_cnt 46896] [top_all 50000] +2024-10-17 19:32:38,144 - net: 76.972 (93.792) +2024-10-17 19:32:59,103 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 40270] [top5_cnt 47688] [top_all 50000] +2024-10-17 19:32:59,104 - net_E: 80.540 (95.376) +2024-10-17 19:32:59,259 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.660 (epoch: 417)] +2024-10-17 19:32:59,259 - ==> Total time: 2 days, 19:51:07 Eta: 3 days, 17:12:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 19:33:15,066 - Train: 43.20% [540450/1251000] [432.0/1000.0] [batch_t 0.359 (0.480)] [data_t 0.015] [optim_t 0.344] [lr 0.001830] [CE 4.448 (4.178)] [KD 3.003 (3.022)] +2024-10-17 19:33:35,547 - Train: 43.21% [540500/1251000] [432.1/1000.0] [batch_t 0.436 (0.410)] [data_t 0.015] [optim_t 0.421] [lr 0.001830] [CE 4.376 (4.135)] [KD 3.226 (3.021)] +2024-10-17 19:33:57,828 - Train: 43.21% [540550/1251000] [432.1/1000.0] [batch_t 0.430 (0.446)] [data_t 0.015] [optim_t 0.415] [lr 0.001829] [CE 3.809 (4.195)] [KD 2.927 (3.104)] +2024-10-17 19:34:18,965 - Train: 43.21% [540600/1251000] [432.1/1000.0] [batch_t 0.481 (0.423)] [data_t 0.015] [optim_t 0.465] [lr 0.001829] [CE 4.210 (4.191)] [KD 3.129 (3.094)] +2024-10-17 19:34:39,931 - Train: 43.22% [540650/1251000] [432.2/1000.0] [batch_t 0.412 (0.419)] [data_t 0.015] [optim_t 0.397] [lr 0.001829] [CE 4.568 (4.215)] [KD 3.102 (3.124)] +2024-10-17 19:35:00,755 - Train: 43.22% [540700/1251000] [432.2/1000.0] [batch_t 0.417 (0.416)] [data_t 0.015] [optim_t 0.402] [lr 0.001829] [CE 4.066 (4.151)] [KD 2.720 (3.051)] +2024-10-17 19:35:22,144 - Train: 43.23% [540750/1251000] [432.3/1000.0] [batch_t 0.486 (0.428)] [data_t 0.015] [optim_t 0.470] [lr 0.001829] [CE 3.827 (4.128)] [KD 2.920 (3.084)] +2024-10-17 19:35:44,197 - Train: 43.23% [540800/1251000] [432.3/1000.0] [batch_t 0.431 (0.441)] [data_t 0.015] [optim_t 0.416] [lr 0.001828] [CE 4.113 (4.172)] [KD 2.891 (3.104)] +2024-10-17 19:36:05,751 - Train: 43.23% [540850/1251000] [432.3/1000.0] [batch_t 0.429 (0.431)] [data_t 0.015] [optim_t 0.414] [lr 0.001828] [CE 4.421 (4.171)] [KD 3.138 (3.079)] +2024-10-17 19:36:26,887 - Train: 43.24% [540900/1251000] [432.4/1000.0] [batch_t 0.413 (0.423)] [data_t 0.015] [optim_t 0.398] [lr 0.001828] [CE 3.906 (4.126)] [KD 2.777 (3.031)] +2024-10-17 19:36:47,804 - Train: 43.24% [540950/1251000] [432.4/1000.0] [batch_t 0.437 (0.418)] [data_t 0.015] [optim_t 0.422] [lr 0.001828] [CE 4.190 (4.113)] [KD 3.064 (3.028)] +2024-10-17 19:37:09,497 - Train: 43.25% [541000/1251000] [432.5/1000.0] [batch_t 0.452 (0.434)] [data_t 0.015] [optim_t 0.436] [lr 0.001828] [CE 4.212 (4.138)] [KD 3.078 (3.095)] +2024-10-17 19:37:30,788 - Train: 43.25% [541050/1251000] [432.5/1000.0] [batch_t 0.394 (0.426)] [data_t 0.016] [optim_t 0.378] [lr 0.001828] [CE 4.395 (4.139)] [KD 3.309 (3.050)] +2024-10-17 19:37:52,317 - Train: 43.25% [541100/1251000] [432.5/1000.0] [batch_t 0.459 (0.430)] [data_t 0.016] [optim_t 0.443] [lr 0.001827] [CE 4.348 (4.191)] [KD 3.198 (3.125)] +2024-10-17 19:38:13,658 - Train: 43.26% [541150/1251000] [432.6/1000.0] [batch_t 0.425 (0.427)] [data_t 0.015] [optim_t 0.410] [lr 0.001827] [CE 3.913 (4.189)] [KD 3.075 (3.127)] +2024-10-17 19:38:35,435 - Train: 43.26% [541200/1251000] [432.6/1000.0] [batch_t 0.411 (0.435)] [data_t 0.068] [optim_t 0.343] [lr 0.001827] [CE 4.167 (4.155)] [KD 3.119 (3.126)] +2024-10-17 19:38:56,766 - Train: 43.27% [541250/1251000] [432.7/1000.0] [batch_t 0.411 (0.427)] [data_t 0.069] [optim_t 0.343] [lr 0.001827] [CE 3.811 (4.117)] [KD 2.977 (3.117)] +2024-10-17 19:39:17,817 - Train: 43.27% [541300/1251000] [432.7/1000.0] [batch_t 0.384 (0.421)] [data_t 0.042] [optim_t 0.342] [lr 0.001827] [CE 4.130 (4.175)] [KD 3.233 (3.125)] +2024-10-17 19:39:39,886 - Train: 43.27% [541350/1251000] [432.7/1000.0] [batch_t 0.500 (0.441)] [data_t 0.154] [optim_t 0.346] [lr 0.001826] [CE 4.174 (4.193)] [KD 3.165 (3.109)] +2024-10-17 19:40:01,543 - Train: 43.28% [541400/1251000] [432.8/1000.0] [batch_t 0.432 (0.433)] [data_t 0.089] [optim_t 0.342] [lr 0.001826] [CE 4.468 (4.210)] [KD 3.263 (3.148)] +2024-10-17 19:40:23,328 - Train: 43.28% [541450/1251000] [432.8/1000.0] [batch_t 0.488 (0.436)] [data_t 0.147] [optim_t 0.340] [lr 0.001826] [CE 3.614 (4.120)] [KD 2.782 (3.024)] +2024-10-17 19:40:44,906 - Train: 43.29% [541500/1251000] [432.9/1000.0] [batch_t 0.426 (0.431)] [data_t 0.083] [optim_t 0.343] [lr 0.001826] [CE 4.408 (4.178)] [KD 3.217 (3.118)] +2024-10-17 19:41:05,592 - Train: 43.29% [541550/1251000] [432.9/1000.0] [batch_t 0.384 (0.414)] [data_t 0.042] [optim_t 0.342] [lr 0.001826] [CE 4.336 (4.129)] [KD 3.005 (3.061)] +2024-10-17 19:41:26,852 - Train: 43.29% [541600/1251000] [432.9/1000.0] [batch_t 0.534 (0.425)] [data_t 0.015] [optim_t 0.519] [lr 0.001826] [CE 4.509 (4.252)] [KD 3.379 (3.135)] +2024-10-17 19:41:48,886 - Train: 43.30% [541650/1251000] [433.0/1000.0] [batch_t 0.389 (0.441)] [data_t 0.015] [optim_t 0.374] [lr 0.001825] [CE 4.277 (4.233)] [KD 3.104 (3.111)] +2024-10-17 19:42:22,877 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 38254] [top5_cnt 46786] [top_all 50000] +2024-10-17 19:42:22,878 - net: 76.508 (93.572) +2024-10-17 19:42:44,113 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40337] [top5_cnt 47704] [top_all 50000] +2024-10-17 19:42:44,114 - net_E: 80.674 (95.408) +2024-10-17 19:42:44,303 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.674 (epoch: 433)] +2024-10-17 19:42:44,303 - ==> Total time: 2 days, 20:00:52 Eta: 3 days, 17:03:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 19:42:58,761 - Train: 43.30% [541700/1251000] [433.0/1000.0] [batch_t 0.359 (0.598)] [data_t 0.016] [optim_t 0.343] [lr 0.001825] [CE 4.596 (4.115)] [KD 3.061 (3.032)] +2024-10-17 19:43:19,292 - Train: 43.31% [541750/1251000] [433.1/1000.0] [batch_t 0.411 (0.411)] [data_t 0.071] [optim_t 0.340] [lr 0.001825] [CE 4.157 (4.147)] [KD 3.095 (3.013)] +2024-10-17 19:43:41,538 - Train: 43.31% [541800/1251000] [433.1/1000.0] [batch_t 0.387 (0.445)] [data_t 0.047] [optim_t 0.340] [lr 0.001825] [CE 3.993 (4.083)] [KD 3.095 (3.052)] +2024-10-17 19:44:04,068 - Train: 43.31% [541850/1251000] [433.1/1000.0] [batch_t 0.419 (0.450)] [data_t 0.076] [optim_t 0.343] [lr 0.001825] [CE 4.699 (4.168)] [KD 3.457 (3.052)] +2024-10-17 19:44:26,363 - Train: 43.32% [541900/1251000] [433.2/1000.0] [batch_t 0.492 (0.446)] [data_t 0.151] [optim_t 0.341] [lr 0.001824] [CE 3.688 (4.171)] [KD 2.642 (3.039)] +2024-10-17 19:44:48,395 - Train: 43.32% [541950/1251000] [433.2/1000.0] [batch_t 0.360 (0.441)] [data_t 0.015] [optim_t 0.345] [lr 0.001824] [CE 4.219 (4.147)] [KD 3.153 (3.054)] +2024-10-17 19:45:10,708 - Train: 43.33% [542000/1251000] [433.3/1000.0] [batch_t 0.453 (0.446)] [data_t 0.110] [optim_t 0.343] [lr 0.001824] [CE 4.225 (4.181)] [KD 3.236 (3.079)] +2024-10-17 19:45:32,702 - Train: 43.33% [542050/1251000] [433.3/1000.0] [batch_t 0.466 (0.440)] [data_t 0.124] [optim_t 0.342] [lr 0.001824] [CE 3.451 (4.145)] [KD 2.555 (3.028)] +2024-10-17 19:45:54,380 - Train: 43.33% [542100/1251000] [433.3/1000.0] [batch_t 0.372 (0.433)] [data_t 0.032] [optim_t 0.341] [lr 0.001824] [CE 4.607 (4.213)] [KD 3.155 (3.077)] +2024-10-17 19:46:16,212 - Train: 43.34% [542150/1251000] [433.4/1000.0] [batch_t 0.475 (0.437)] [data_t 0.134] [optim_t 0.341] [lr 0.001824] [CE 4.139 (4.092)] [KD 3.174 (3.070)] +2024-10-17 19:46:37,876 - Train: 43.34% [542200/1251000] [433.4/1000.0] [batch_t 0.418 (0.433)] [data_t 0.078] [optim_t 0.340] [lr 0.001823] [CE 3.716 (4.153)] [KD 2.907 (3.058)] +2024-10-17 19:46:59,696 - Train: 43.35% [542250/1251000] [433.5/1000.0] [batch_t 0.356 (0.436)] [data_t 0.016] [optim_t 0.340] [lr 0.001823] [CE 4.165 (4.136)] [KD 3.021 (3.074)] +2024-10-17 19:47:21,427 - Train: 43.35% [542300/1251000] [433.5/1000.0] [batch_t 0.415 (0.435)] [data_t 0.075] [optim_t 0.340] [lr 0.001823] [CE 3.888 (4.085)] [KD 2.787 (3.052)] +2024-10-17 19:47:42,980 - Train: 43.35% [542350/1251000] [433.5/1000.0] [batch_t 0.388 (0.431)] [data_t 0.047] [optim_t 0.341] [lr 0.001823] [CE 4.440 (4.229)] [KD 3.164 (3.123)] +2024-10-17 19:48:04,687 - Train: 43.36% [542400/1251000] [433.6/1000.0] [batch_t 0.379 (0.434)] [data_t 0.038] [optim_t 0.341] [lr 0.001823] [CE 4.493 (4.113)] [KD 3.416 (3.053)] +2024-10-17 19:48:26,229 - Train: 43.36% [542450/1251000] [433.6/1000.0] [batch_t 0.413 (0.431)] [data_t 0.072] [optim_t 0.341] [lr 0.001822] [CE 3.997 (4.110)] [KD 3.023 (3.072)] +2024-10-17 19:48:47,873 - Train: 43.37% [542500/1251000] [433.7/1000.0] [batch_t 0.387 (0.433)] [data_t 0.046] [optim_t 0.342] [lr 0.001822] [CE 4.005 (4.222)] [KD 3.092 (3.135)] +2024-10-17 19:49:09,588 - Train: 43.37% [542550/1251000] [433.7/1000.0] [batch_t 0.450 (0.434)] [data_t 0.111] [optim_t 0.339] [lr 0.001822] [CE 4.265 (4.253)] [KD 3.035 (3.129)] +2024-10-17 19:49:31,516 - Train: 43.37% [542600/1251000] [433.7/1000.0] [batch_t 0.434 (0.438)] [data_t 0.092] [optim_t 0.342] [lr 0.001822] [CE 4.395 (4.149)] [KD 3.198 (3.084)] +2024-10-17 19:49:53,448 - Train: 43.38% [542650/1251000] [433.8/1000.0] [batch_t 0.443 (0.439)] [data_t 0.101] [optim_t 0.342] [lr 0.001822] [CE 4.112 (4.141)] [KD 3.258 (3.095)] +2024-10-17 19:50:14,704 - Train: 43.38% [542700/1251000] [433.8/1000.0] [batch_t 0.425 (0.425)] [data_t 0.082] [optim_t 0.344] [lr 0.001822] [CE 4.410 (4.173)] [KD 3.270 (3.130)] +2024-10-17 19:50:35,659 - Train: 43.39% [542750/1251000] [433.9/1000.0] [batch_t 0.426 (0.419)] [data_t 0.080] [optim_t 0.346] [lr 0.001821] [CE 4.037 (4.200)] [KD 3.074 (3.121)] +2024-10-17 19:50:56,357 - Train: 43.39% [542800/1251000] [433.9/1000.0] [batch_t 0.473 (0.414)] [data_t 0.072] [optim_t 0.402] [lr 0.001821] [CE 4.589 (4.106)] [KD 3.253 (3.041)] +2024-10-17 19:51:17,134 - Train: 43.39% [542850/1251000] [433.9/1000.0] [batch_t 0.438 (0.415)] [data_t 0.096] [optim_t 0.342] [lr 0.001821] [CE 4.445 (4.222)] [KD 3.414 (3.109)] +2024-10-17 19:51:38,466 - Train: 43.40% [542900/1251000] [434.0/1000.0] [batch_t 0.449 (0.427)] [data_t 0.015] [optim_t 0.433] [lr 0.001821] [CE 4.756 (4.291)] [KD 3.544 (3.169)] +2024-10-17 19:52:13,547 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 38320] [top5_cnt 46830] [top_all 50000] +2024-10-17 19:52:13,548 - net: 76.640 (93.660) +2024-10-17 19:52:35,376 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40323] [top5_cnt 47704] [top_all 50000] +2024-10-17 19:52:35,377 - net_E: 80.646 (95.408) +2024-10-17 19:52:35,558 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.674 (epoch: 433)] +2024-10-17 19:52:35,559 - ==> Total time: 2 days, 20:10:44 Eta: 3 days, 16:54:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 19:52:47,575 - Train: 43.40% [542950/1251000] [434.0/1000.0] [batch_t 0.364 (0.667)] [data_t 0.016] [optim_t 0.348] [lr 0.001821] [CE 4.145 (4.255)] [KD 2.942 (3.149)] +2024-10-17 19:53:07,908 - Train: 43.41% [543000/1251000] [434.1/1000.0] [batch_t 0.518 (0.407)] [data_t 0.015] [optim_t 0.502] [lr 0.001820] [CE 3.824 (4.133)] [KD 2.791 (3.017)] +2024-10-17 19:53:29,734 - Train: 43.41% [543050/1251000] [434.1/1000.0] [batch_t 0.364 (0.436)] [data_t 0.015] [optim_t 0.349] [lr 0.001820] [CE 4.291 (4.084)] [KD 3.445 (2.995)] +2024-10-17 19:53:51,486 - Train: 43.41% [543100/1251000] [434.1/1000.0] [batch_t 0.445 (0.435)] [data_t 0.016] [optim_t 0.429] [lr 0.001820] [CE 3.794 (4.110)] [KD 2.952 (3.067)] +2024-10-17 19:54:12,817 - Train: 43.42% [543150/1251000] [434.2/1000.0] [batch_t 0.391 (0.427)] [data_t 0.015] [optim_t 0.376] [lr 0.001820] [CE 4.194 (4.150)] [KD 3.084 (3.053)] +2024-10-17 19:54:33,498 - Train: 43.42% [543200/1251000] [434.2/1000.0] [batch_t 0.401 (0.414)] [data_t 0.016] [optim_t 0.385] [lr 0.001820] [CE 4.470 (4.193)] [KD 3.258 (3.052)] +2024-10-17 19:54:54,598 - Train: 43.43% [543250/1251000] [434.3/1000.0] [batch_t 0.480 (0.422)] [data_t 0.015] [optim_t 0.464] [lr 0.001820] [CE 4.343 (4.169)] [KD 3.005 (3.069)] +2024-10-17 19:55:15,597 - Train: 43.43% [543300/1251000] [434.3/1000.0] [batch_t 0.506 (0.420)] [data_t 0.015] [optim_t 0.490] [lr 0.001819] [CE 4.258 (4.058)] [KD 3.232 (3.022)] +2024-10-17 19:55:36,559 - Train: 43.43% [543350/1251000] [434.3/1000.0] [batch_t 0.397 (0.419)] [data_t 0.015] [optim_t 0.381] [lr 0.001819] [CE 4.353 (4.140)] [KD 2.995 (3.075)] +2024-10-17 19:55:57,969 - Train: 43.44% [543400/1251000] [434.4/1000.0] [batch_t 0.432 (0.428)] [data_t 0.015] [optim_t 0.416] [lr 0.001819] [CE 4.209 (4.181)] [KD 3.121 (3.125)] +2024-10-17 19:56:19,145 - Train: 43.44% [543450/1251000] [434.4/1000.0] [batch_t 0.418 (0.423)] [data_t 0.016] [optim_t 0.403] [lr 0.001819] [CE 3.883 (4.113)] [KD 2.702 (3.075)] +2024-10-17 19:56:40,365 - Train: 43.45% [543500/1251000] [434.5/1000.0] [batch_t 0.435 (0.424)] [data_t 0.015] [optim_t 0.420] [lr 0.001819] [CE 3.732 (4.174)] [KD 2.938 (3.126)] +2024-10-17 19:57:01,342 - Train: 43.45% [543550/1251000] [434.5/1000.0] [batch_t 0.453 (0.419)] [data_t 0.015] [optim_t 0.437] [lr 0.001818] [CE 4.357 (4.193)] [KD 3.326 (3.094)] +2024-10-17 19:57:22,430 - Train: 43.45% [543600/1251000] [434.5/1000.0] [batch_t 0.436 (0.422)] [data_t 0.015] [optim_t 0.421] [lr 0.001818] [CE 3.738 (4.074)] [KD 2.834 (3.072)] +2024-10-17 19:57:43,272 - Train: 43.46% [543650/1251000] [434.6/1000.0] [batch_t 0.364 (0.417)] [data_t 0.015] [optim_t 0.349] [lr 0.001818] [CE 3.820 (4.158)] [KD 3.078 (3.132)] +2024-10-17 19:58:04,649 - Train: 43.46% [543700/1251000] [434.6/1000.0] [batch_t 0.456 (0.427)] [data_t 0.015] [optim_t 0.441] [lr 0.001818] [CE 4.740 (4.184)] [KD 3.310 (3.121)] +2024-10-17 19:58:26,042 - Train: 43.47% [543750/1251000] [434.7/1000.0] [batch_t 0.389 (0.428)] [data_t 0.015] [optim_t 0.373] [lr 0.001818] [CE 4.159 (4.254)] [KD 3.034 (3.098)] +2024-10-17 19:58:47,789 - Train: 43.47% [543800/1251000] [434.7/1000.0] [batch_t 0.504 (0.435)] [data_t 0.015] [optim_t 0.489] [lr 0.001818] [CE 3.928 (4.181)] [KD 3.095 (3.118)] +2024-10-17 19:59:09,004 - Train: 43.47% [543850/1251000] [434.7/1000.0] [batch_t 0.380 (0.424)] [data_t 0.015] [optim_t 0.365] [lr 0.001817] [CE 4.022 (4.125)] [KD 2.866 (3.051)] +2024-10-17 19:59:30,534 - Train: 43.48% [543900/1251000] [434.8/1000.0] [batch_t 0.516 (0.431)] [data_t 0.015] [optim_t 0.500] [lr 0.001817] [CE 4.087 (4.162)] [KD 3.068 (3.053)] +2024-10-17 19:59:52,225 - Train: 43.48% [543950/1251000] [434.8/1000.0] [batch_t 0.473 (0.434)] [data_t 0.015] [optim_t 0.457] [lr 0.001817] [CE 3.947 (4.180)] [KD 2.979 (3.101)] +2024-10-17 20:00:13,824 - Train: 43.49% [544000/1251000] [434.9/1000.0] [batch_t 0.492 (0.432)] [data_t 0.015] [optim_t 0.477] [lr 0.001817] [CE 3.964 (4.132)] [KD 3.101 (3.109)] +2024-10-17 20:00:35,687 - Train: 43.49% [544050/1251000] [434.9/1000.0] [batch_t 0.402 (0.437)] [data_t 0.015] [optim_t 0.386] [lr 0.001817] [CE 4.048 (4.113)] [KD 3.009 (3.070)] +2024-10-17 20:00:57,724 - Train: 43.49% [544100/1251000] [434.9/1000.0] [batch_t 0.510 (0.441)] [data_t 0.015] [optim_t 0.495] [lr 0.001816] [CE 4.220 (4.179)] [KD 3.037 (3.068)] +2024-10-17 20:01:19,970 - Train: 43.50% [544150/1251000] [435.0/1000.0] [batch_t 0.429 (0.445)] [data_t 0.015] [optim_t 0.413] [lr 0.001816] [CE 4.430 (4.187)] [KD 3.213 (3.095)] +2024-10-17 20:01:55,807 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.423)] [top1_cnt 38376] [top5_cnt 46836] [top_all 50000] +2024-10-17 20:01:55,807 - net: 76.752 (93.672) +2024-10-17 20:02:17,255 - Test (net_E): 100.00% [50/50] [batch_t 0.150 (0.423)] [top1_cnt 40275] [top5_cnt 47713] [top_all 50000] +2024-10-17 20:02:17,255 - net_E: 80.550 (95.426) +2024-10-17 20:02:17,446 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.674 (epoch: 433)] +2024-10-17 20:02:17,447 - ==> Total time: 2 days, 20:20:26 Eta: 3 days, 16:45:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 20:02:30,619 - Train: 43.50% [544200/1251000] [435.0/1000.0] [batch_t 0.361 (0.580)] [data_t 0.015] [optim_t 0.346] [lr 0.001816] [CE 3.842 (4.183)] [KD 2.979 (3.043)] +2024-10-17 20:02:50,452 - Train: 43.51% [544250/1251000] [435.1/1000.0] [batch_t 0.356 (0.397)] [data_t 0.015] [optim_t 0.341] [lr 0.001816] [CE 3.955 (4.136)] [KD 2.949 (3.016)] +2024-10-17 20:03:11,415 - Train: 43.51% [544300/1251000] [435.1/1000.0] [batch_t 0.356 (0.419)] [data_t 0.016] [optim_t 0.340] [lr 0.001816] [CE 3.876 (4.231)] [KD 2.959 (3.033)] +2024-10-17 20:03:32,220 - Train: 43.51% [544350/1251000] [435.1/1000.0] [batch_t 0.418 (0.416)] [data_t 0.016] [optim_t 0.402] [lr 0.001816] [CE 4.365 (4.110)] [KD 3.042 (3.033)] +2024-10-17 20:03:53,454 - Train: 43.52% [544400/1251000] [435.2/1000.0] [batch_t 0.446 (0.425)] [data_t 0.015] [optim_t 0.431] [lr 0.001815] [CE 4.319 (4.224)] [KD 2.985 (3.076)] +2024-10-17 20:04:14,209 - Train: 43.52% [544450/1251000] [435.2/1000.0] [batch_t 0.403 (0.415)] [data_t 0.016] [optim_t 0.387] [lr 0.001815] [CE 4.402 (4.222)] [KD 3.288 (3.104)] +2024-10-17 20:04:34,910 - Train: 43.53% [544500/1251000] [435.3/1000.0] [batch_t 0.421 (0.414)] [data_t 0.016] [optim_t 0.406] [lr 0.001815] [CE 4.402 (4.262)] [KD 3.143 (3.053)] +2024-10-17 20:04:55,492 - Train: 43.53% [544550/1251000] [435.3/1000.0] [batch_t 0.360 (0.412)] [data_t 0.016] [optim_t 0.345] [lr 0.001815] [CE 4.028 (4.096)] [KD 2.980 (3.022)] +2024-10-17 20:05:16,385 - Train: 43.53% [544600/1251000] [435.3/1000.0] [batch_t 0.498 (0.418)] [data_t 0.016] [optim_t 0.482] [lr 0.001815] [CE 3.589 (4.103)] [KD 2.613 (3.060)] +2024-10-17 20:05:37,082 - Train: 43.54% [544650/1251000] [435.4/1000.0] [batch_t 0.366 (0.414)] [data_t 0.015] [optim_t 0.350] [lr 0.001814] [CE 4.690 (4.221)] [KD 3.111 (3.140)] +2024-10-17 20:05:58,394 - Train: 43.54% [544700/1251000] [435.4/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.001814] [CE 3.953 (4.131)] [KD 2.745 (3.041)] +2024-10-17 20:06:19,414 - Train: 43.55% [544750/1251000] [435.5/1000.0] [batch_t 0.401 (0.420)] [data_t 0.015] [optim_t 0.386] [lr 0.001814] [CE 4.010 (4.156)] [KD 2.858 (3.070)] +2024-10-17 20:06:40,511 - Train: 43.55% [544800/1251000] [435.5/1000.0] [batch_t 0.401 (0.422)] [data_t 0.015] [optim_t 0.385] [lr 0.001814] [CE 4.023 (4.187)] [KD 3.043 (3.101)] +2024-10-17 20:07:00,970 - Train: 43.55% [544850/1251000] [435.5/1000.0] [batch_t 0.361 (0.409)] [data_t 0.016] [optim_t 0.345] [lr 0.001814] [CE 4.110 (4.196)] [KD 2.904 (3.100)] +2024-10-17 20:07:21,851 - Train: 43.56% [544900/1251000] [435.6/1000.0] [batch_t 0.360 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.001814] [CE 4.211 (4.180)] [KD 3.008 (3.097)] +2024-10-17 20:07:43,204 - Train: 43.56% [544950/1251000] [435.6/1000.0] [batch_t 0.366 (0.427)] [data_t 0.015] [optim_t 0.350] [lr 0.001813] [CE 4.126 (4.236)] [KD 3.045 (3.079)] +2024-10-17 20:08:04,223 - Train: 43.57% [545000/1251000] [435.7/1000.0] [batch_t 0.379 (0.420)] [data_t 0.015] [optim_t 0.363] [lr 0.001813] [CE 4.485 (4.138)] [KD 3.191 (3.062)] +2024-10-17 20:08:26,428 - Train: 43.57% [545050/1251000] [435.7/1000.0] [batch_t 0.476 (0.444)] [data_t 0.133] [optim_t 0.343] [lr 0.001813] [CE 4.409 (4.263)] [KD 3.151 (3.134)] +2024-10-17 20:08:47,034 - Train: 43.57% [545100/1251000] [435.7/1000.0] [batch_t 0.446 (0.412)] [data_t 0.104] [optim_t 0.341] [lr 0.001813] [CE 3.951 (4.214)] [KD 2.929 (3.035)] +2024-10-17 20:09:07,704 - Train: 43.58% [545150/1251000] [435.8/1000.0] [batch_t 0.496 (0.413)] [data_t 0.090] [optim_t 0.406] [lr 0.001813] [CE 4.608 (4.180)] [KD 3.048 (3.098)] +2024-10-17 20:09:28,805 - Train: 43.58% [545200/1251000] [435.8/1000.0] [batch_t 0.358 (0.422)] [data_t 0.015] [optim_t 0.343] [lr 0.001812] [CE 4.632 (4.188)] [KD 3.225 (3.101)] +2024-10-17 20:09:49,644 - Train: 43.59% [545250/1251000] [435.9/1000.0] [batch_t 0.462 (0.417)] [data_t 0.015] [optim_t 0.447] [lr 0.001812] [CE 4.003 (4.210)] [KD 2.927 (3.136)] +2024-10-17 20:10:10,724 - Train: 43.59% [545300/1251000] [435.9/1000.0] [batch_t 0.395 (0.421)] [data_t 0.015] [optim_t 0.379] [lr 0.001812] [CE 3.918 (4.143)] [KD 2.906 (3.057)] +2024-10-17 20:10:31,884 - Train: 43.59% [545350/1251000] [435.9/1000.0] [batch_t 0.454 (0.423)] [data_t 0.015] [optim_t 0.439] [lr 0.001812] [CE 4.336 (4.158)] [KD 3.159 (3.041)] +2024-10-17 20:10:52,774 - Train: 43.60% [545400/1251000] [436.0/1000.0] [batch_t 0.414 (0.418)] [data_t 0.015] [optim_t 0.399] [lr 0.001812] [CE 4.648 (4.259)] [KD 3.405 (3.160)] +2024-10-17 20:11:28,233 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 38459] [top5_cnt 46826] [top_all 50000] +2024-10-17 20:11:28,234 - net: 76.918 (93.652) +2024-10-17 20:11:49,950 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40269] [top5_cnt 47718] [top_all 50000] +2024-10-17 20:11:49,950 - net_E: 80.538 (95.436) +2024-10-17 20:11:50,114 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.674 (epoch: 433)] +2024-10-17 20:11:50,114 - ==> Total time: 2 days, 20:29:58 Eta: 3 days, 16:36:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 20:12:01,667 - Train: 43.60% [545450/1251000] [436.0/1000.0] [batch_t 0.364 (0.714)] [data_t 0.016] [optim_t 0.348] [lr 0.001812] [CE 3.716 (4.076)] [KD 3.180 (3.016)] +2024-10-17 20:12:21,868 - Train: 43.61% [545500/1251000] [436.1/1000.0] [batch_t 0.470 (0.404)] [data_t 0.015] [optim_t 0.455] [lr 0.001811] [CE 4.208 (4.130)] [KD 3.111 (3.047)] +2024-10-17 20:12:43,941 - Train: 43.61% [545550/1251000] [436.1/1000.0] [batch_t 0.395 (0.441)] [data_t 0.015] [optim_t 0.380] [lr 0.001811] [CE 4.332 (4.172)] [KD 3.017 (3.047)] +2024-10-17 20:13:05,586 - Train: 43.61% [545600/1251000] [436.1/1000.0] [batch_t 0.434 (0.433)] [data_t 0.016] [optim_t 0.418] [lr 0.001811] [CE 4.101 (4.206)] [KD 2.805 (3.074)] +2024-10-17 20:13:27,272 - Train: 43.62% [545650/1251000] [436.2/1000.0] [batch_t 0.440 (0.434)] [data_t 0.015] [optim_t 0.424] [lr 0.001811] [CE 4.399 (4.256)] [KD 3.327 (3.118)] +2024-10-17 20:13:49,412 - Train: 43.62% [545700/1251000] [436.2/1000.0] [batch_t 0.540 (0.443)] [data_t 0.015] [optim_t 0.525] [lr 0.001811] [CE 4.393 (4.212)] [KD 3.142 (3.127)] +2024-10-17 20:14:11,678 - Train: 43.63% [545750/1251000] [436.3/1000.0] [batch_t 0.475 (0.445)] [data_t 0.015] [optim_t 0.460] [lr 0.001810] [CE 4.371 (4.243)] [KD 3.159 (3.134)] +2024-10-17 20:14:33,142 - Train: 43.63% [545800/1251000] [436.3/1000.0] [batch_t 0.504 (0.429)] [data_t 0.015] [optim_t 0.488] [lr 0.001810] [CE 4.183 (4.213)] [KD 3.265 (3.095)] +2024-10-17 20:14:54,292 - Train: 43.63% [545850/1251000] [436.3/1000.0] [batch_t 0.458 (0.423)] [data_t 0.015] [optim_t 0.443] [lr 0.001810] [CE 4.570 (4.190)] [KD 3.433 (3.104)] +2024-10-17 20:15:16,037 - Train: 43.64% [545900/1251000] [436.4/1000.0] [batch_t 0.363 (0.435)] [data_t 0.016] [optim_t 0.348] [lr 0.001810] [CE 3.879 (4.278)] [KD 3.081 (3.132)] +2024-10-17 20:15:37,500 - Train: 43.64% [545950/1251000] [436.4/1000.0] [batch_t 0.456 (0.429)] [data_t 0.111] [optim_t 0.345] [lr 0.001810] [CE 4.091 (4.218)] [KD 2.986 (3.086)] +2024-10-17 20:15:58,824 - Train: 43.65% [546000/1251000] [436.5/1000.0] [batch_t 0.404 (0.426)] [data_t 0.058] [optim_t 0.346] [lr 0.001810] [CE 4.089 (4.203)] [KD 3.187 (3.095)] +2024-10-17 20:16:20,240 - Train: 43.65% [546050/1251000] [436.5/1000.0] [batch_t 0.480 (0.428)] [data_t 0.138] [optim_t 0.342] [lr 0.001809] [CE 4.302 (4.075)] [KD 3.264 (3.033)] +2024-10-17 20:16:42,464 - Train: 43.65% [546100/1251000] [436.5/1000.0] [batch_t 0.419 (0.444)] [data_t 0.077] [optim_t 0.342] [lr 0.001809] [CE 4.072 (4.156)] [KD 3.064 (3.085)] +2024-10-17 20:17:04,399 - Train: 43.66% [546150/1251000] [436.6/1000.0] [batch_t 0.461 (0.439)] [data_t 0.116] [optim_t 0.345] [lr 0.001809] [CE 4.041 (4.171)] [KD 2.953 (3.083)] +2024-10-17 20:17:26,220 - Train: 43.66% [546200/1251000] [436.6/1000.0] [batch_t 0.366 (0.436)] [data_t 0.015] [optim_t 0.350] [lr 0.001809] [CE 4.724 (4.169)] [KD 3.276 (3.053)] +2024-10-17 20:17:47,832 - Train: 43.67% [546250/1251000] [436.7/1000.0] [batch_t 0.436 (0.432)] [data_t 0.092] [optim_t 0.344] [lr 0.001809] [CE 3.607 (4.169)] [KD 2.965 (3.063)] +2024-10-17 20:18:09,021 - Train: 43.67% [546300/1251000] [436.7/1000.0] [batch_t 0.359 (0.424)] [data_t 0.016] [optim_t 0.344] [lr 0.001808] [CE 4.012 (4.087)] [KD 2.985 (3.040)] +2024-10-17 20:18:30,158 - Train: 43.67% [546350/1251000] [436.7/1000.0] [batch_t 0.431 (0.423)] [data_t 0.086] [optim_t 0.345] [lr 0.001808] [CE 3.849 (4.177)] [KD 2.866 (3.084)] +2024-10-17 20:18:51,597 - Train: 43.68% [546400/1251000] [436.8/1000.0] [batch_t 0.461 (0.429)] [data_t 0.117] [optim_t 0.344] [lr 0.001808] [CE 4.527 (4.082)] [KD 2.999 (3.011)] +2024-10-17 20:19:12,735 - Train: 43.68% [546450/1251000] [436.8/1000.0] [batch_t 0.499 (0.423)] [data_t 0.154] [optim_t 0.346] [lr 0.001808] [CE 4.826 (4.173)] [KD 3.320 (3.077)] +2024-10-17 20:19:34,041 - Train: 43.69% [546500/1251000] [436.9/1000.0] [batch_t 0.478 (0.426)] [data_t 0.135] [optim_t 0.343] [lr 0.001808] [CE 3.822 (4.161)] [KD 3.093 (3.060)] +2024-10-17 20:19:55,334 - Train: 43.69% [546550/1251000] [436.9/1000.0] [batch_t 0.454 (0.426)] [data_t 0.111] [optim_t 0.343] [lr 0.001808] [CE 3.972 (4.203)] [KD 2.792 (3.093)] +2024-10-17 20:20:16,757 - Train: 43.69% [546600/1251000] [436.9/1000.0] [batch_t 0.434 (0.428)] [data_t 0.091] [optim_t 0.344] [lr 0.001807] [CE 4.155 (4.155)] [KD 3.048 (3.063)] +2024-10-17 20:20:38,048 - Train: 43.70% [546650/1251000] [437.0/1000.0] [batch_t 0.405 (0.426)] [data_t 0.061] [optim_t 0.344] [lr 0.001807] [CE 4.401 (4.153)] [KD 3.135 (3.083)] +2024-10-17 20:21:14,803 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.433)] [top1_cnt 38323] [top5_cnt 46865] [top_all 50000] +2024-10-17 20:21:14,804 - net: 76.646 (93.730) +2024-10-17 20:21:36,403 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 40331] [top5_cnt 47716] [top_all 50000] +2024-10-17 20:21:36,404 - net_E: 80.662 (95.432) +2024-10-17 20:21:36,563 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.674 (epoch: 433)] +2024-10-17 20:21:36,563 - ==> Total time: 2 days, 20:39:45 Eta: 3 days, 16:27:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 20:21:48,112 - Train: 43.70% [546700/1251000] [437.0/1000.0] [batch_t 0.360 (0.773)] [data_t 0.015] [optim_t 0.344] [lr 0.001807] [CE 4.222 (4.075)] [KD 3.099 (2.967)] +2024-10-17 20:22:07,652 - Train: 43.71% [546750/1251000] [437.1/1000.0] [batch_t 0.396 (0.391)] [data_t 0.015] [optim_t 0.380] [lr 0.001807] [CE 3.925 (4.159)] [KD 2.947 (3.066)] +2024-10-17 20:22:29,195 - Train: 43.71% [546800/1251000] [437.1/1000.0] [batch_t 0.421 (0.431)] [data_t 0.015] [optim_t 0.405] [lr 0.001807] [CE 4.123 (4.178)] [KD 2.920 (3.038)] +2024-10-17 20:22:50,503 - Train: 43.71% [546850/1251000] [437.1/1000.0] [batch_t 0.357 (0.426)] [data_t 0.015] [optim_t 0.342] [lr 0.001806] [CE 3.754 (4.139)] [KD 2.854 (3.069)] +2024-10-17 20:23:11,944 - Train: 43.72% [546900/1251000] [437.2/1000.0] [batch_t 0.387 (0.429)] [data_t 0.015] [optim_t 0.372] [lr 0.001806] [CE 4.758 (4.179)] [KD 3.323 (3.064)] +2024-10-17 20:23:33,474 - Train: 43.72% [546950/1251000] [437.2/1000.0] [batch_t 0.387 (0.430)] [data_t 0.015] [optim_t 0.371] [lr 0.001806] [CE 4.060 (4.222)] [KD 3.117 (3.083)] +2024-10-17 20:23:54,579 - Train: 43.73% [547000/1251000] [437.3/1000.0] [batch_t 0.444 (0.422)] [data_t 0.015] [optim_t 0.428] [lr 0.001806] [CE 4.466 (4.149)] [KD 3.056 (3.034)] +2024-10-17 20:24:15,373 - Train: 43.73% [547050/1251000] [437.3/1000.0] [batch_t 0.491 (0.416)] [data_t 0.016] [optim_t 0.475] [lr 0.001806] [CE 3.983 (4.169)] [KD 2.987 (3.092)] +2024-10-17 20:24:36,484 - Train: 43.73% [547100/1251000] [437.3/1000.0] [batch_t 0.419 (0.422)] [data_t 0.016] [optim_t 0.403] [lr 0.001805] [CE 4.574 (4.216)] [KD 3.265 (3.086)] +2024-10-17 20:24:57,262 - Train: 43.74% [547150/1251000] [437.4/1000.0] [batch_t 0.368 (0.415)] [data_t 0.015] [optim_t 0.353] [lr 0.001805] [CE 4.476 (4.190)] [KD 3.357 (3.122)] +2024-10-17 20:25:18,000 - Train: 43.74% [547200/1251000] [437.4/1000.0] [batch_t 0.377 (0.415)] [data_t 0.016] [optim_t 0.362] [lr 0.001805] [CE 4.353 (4.159)] [KD 2.903 (3.096)] +2024-10-17 20:25:39,278 - Train: 43.75% [547250/1251000] [437.5/1000.0] [batch_t 0.462 (0.425)] [data_t 0.016] [optim_t 0.446] [lr 0.001805] [CE 4.017 (4.146)] [KD 3.129 (3.098)] +2024-10-17 20:26:00,263 - Train: 43.75% [547300/1251000] [437.5/1000.0] [batch_t 0.415 (0.420)] [data_t 0.015] [optim_t 0.399] [lr 0.001805] [CE 4.812 (4.192)] [KD 3.302 (3.098)] +2024-10-17 20:26:21,264 - Train: 43.75% [547350/1251000] [437.5/1000.0] [batch_t 0.411 (0.420)] [data_t 0.015] [optim_t 0.396] [lr 0.001805] [CE 4.486 (4.141)] [KD 3.120 (3.041)] +2024-10-17 20:26:42,371 - Train: 43.76% [547400/1251000] [437.6/1000.0] [batch_t 0.493 (0.422)] [data_t 0.015] [optim_t 0.478] [lr 0.001804] [CE 4.271 (4.196)] [KD 3.202 (3.078)] +2024-10-17 20:27:03,358 - Train: 43.76% [547450/1251000] [437.6/1000.0] [batch_t 0.451 (0.420)] [data_t 0.016] [optim_t 0.435] [lr 0.001804] [CE 4.363 (4.135)] [KD 3.165 (3.083)] +2024-10-17 20:27:24,657 - Train: 43.76% [547500/1251000] [437.6/1000.0] [batch_t 0.418 (0.426)] [data_t 0.016] [optim_t 0.403] [lr 0.001804] [CE 3.871 (4.154)] [KD 2.880 (3.097)] +2024-10-17 20:27:45,561 - Train: 43.77% [547550/1251000] [437.7/1000.0] [batch_t 0.364 (0.418)] [data_t 0.015] [optim_t 0.348] [lr 0.001804] [CE 4.039 (4.174)] [KD 2.829 (3.100)] +2024-10-17 20:28:06,515 - Train: 43.77% [547600/1251000] [437.7/1000.0] [batch_t 0.499 (0.419)] [data_t 0.015] [optim_t 0.484] [lr 0.001804] [CE 4.087 (4.160)] [KD 2.960 (3.057)] +2024-10-17 20:28:28,065 - Train: 43.78% [547650/1251000] [437.8/1000.0] [batch_t 0.497 (0.431)] [data_t 0.015] [optim_t 0.482] [lr 0.001803] [CE 4.020 (4.149)] [KD 3.095 (3.091)] +2024-10-17 20:28:49,400 - Train: 43.78% [547700/1251000] [437.8/1000.0] [batch_t 0.364 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.001803] [CE 4.290 (4.142)] [KD 3.055 (3.078)] +2024-10-17 20:29:10,600 - Train: 43.78% [547750/1251000] [437.8/1000.0] [batch_t 0.361 (0.424)] [data_t 0.015] [optim_t 0.346] [lr 0.001803] [CE 4.716 (4.246)] [KD 3.229 (3.140)] +2024-10-17 20:29:31,974 - Train: 43.79% [547800/1251000] [437.9/1000.0] [batch_t 0.481 (0.427)] [data_t 0.016] [optim_t 0.466] [lr 0.001803] [CE 4.097 (4.162)] [KD 3.016 (3.103)] +2024-10-17 20:29:53,068 - Train: 43.79% [547850/1251000] [437.9/1000.0] [batch_t 0.507 (0.422)] [data_t 0.016] [optim_t 0.492] [lr 0.001803] [CE 3.955 (4.169)] [KD 2.859 (3.107)] +2024-10-17 20:30:14,274 - Train: 43.80% [547900/1251000] [438.0/1000.0] [batch_t 0.447 (0.424)] [data_t 0.016] [optim_t 0.432] [lr 0.001803] [CE 3.777 (4.209)] [KD 2.806 (3.089)] +2024-10-17 20:30:51,090 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 38206] [top5_cnt 46817] [top_all 50000] +2024-10-17 20:30:51,091 - net: 76.412 (93.634) +2024-10-17 20:31:12,083 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 40334] [top5_cnt 47731] [top_all 50000] +2024-10-17 20:31:12,083 - net_E: 80.668 (95.462) +2024-10-17 20:31:12,235 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.674 (epoch: 433)] +2024-10-17 20:31:12,235 - ==> Total time: 2 days, 20:49:20 Eta: 3 days, 16:18:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 20:31:23,236 - Train: 43.80% [547950/1251000] [438.0/1000.0] [batch_t 0.363 (0.788)] [data_t 0.015] [optim_t 0.347] [lr 0.001802] [CE 4.131 (4.196)] [KD 2.868 (3.075)] +2024-10-17 20:31:43,676 - Train: 43.80% [548000/1251000] [438.0/1000.0] [batch_t 0.431 (0.409)] [data_t 0.085] [optim_t 0.345] [lr 0.001802] [CE 4.209 (4.171)] [KD 2.950 (3.074)] +2024-10-17 20:32:05,555 - Train: 43.81% [548050/1251000] [438.1/1000.0] [batch_t 0.510 (0.437)] [data_t 0.166] [optim_t 0.344] [lr 0.001802] [CE 3.836 (4.133)] [KD 2.717 (3.000)] +2024-10-17 20:32:27,449 - Train: 43.81% [548100/1251000] [438.1/1000.0] [batch_t 0.377 (0.438)] [data_t 0.032] [optim_t 0.344] [lr 0.001802] [CE 4.518 (4.165)] [KD 3.309 (3.083)] +2024-10-17 20:32:48,439 - Train: 43.82% [548150/1251000] [438.2/1000.0] [batch_t 0.416 (0.420)] [data_t 0.051] [optim_t 0.365] [lr 0.001802] [CE 3.899 (4.068)] [KD 3.103 (3.034)] +2024-10-17 20:33:10,131 - Train: 43.82% [548200/1251000] [438.2/1000.0] [batch_t 0.420 (0.434)] [data_t 0.016] [optim_t 0.405] [lr 0.001801] [CE 4.451 (4.236)] [KD 3.236 (3.069)] +2024-10-17 20:33:32,060 - Train: 43.82% [548250/1251000] [438.2/1000.0] [batch_t 0.442 (0.438)] [data_t 0.015] [optim_t 0.426] [lr 0.001801] [CE 4.510 (4.167)] [KD 3.304 (3.091)] +2024-10-17 20:33:54,010 - Train: 43.83% [548300/1251000] [438.3/1000.0] [batch_t 0.449 (0.439)] [data_t 0.015] [optim_t 0.434] [lr 0.001801] [CE 3.960 (4.179)] [KD 3.028 (3.075)] +2024-10-17 20:34:15,816 - Train: 43.83% [548350/1251000] [438.3/1000.0] [batch_t 0.518 (0.436)] [data_t 0.015] [optim_t 0.503] [lr 0.001801] [CE 4.064 (4.170)] [KD 2.951 (3.044)] +2024-10-17 20:34:37,238 - Train: 43.84% [548400/1251000] [438.4/1000.0] [batch_t 0.423 (0.428)] [data_t 0.015] [optim_t 0.407] [lr 0.001801] [CE 4.397 (4.141)] [KD 3.143 (3.031)] +2024-10-17 20:34:58,620 - Train: 43.84% [548450/1251000] [438.4/1000.0] [batch_t 0.423 (0.428)] [data_t 0.015] [optim_t 0.408] [lr 0.001801] [CE 4.619 (4.166)] [KD 3.208 (3.069)] +2024-10-17 20:35:20,025 - Train: 43.84% [548500/1251000] [438.4/1000.0] [batch_t 0.493 (0.428)] [data_t 0.015] [optim_t 0.477] [lr 0.001800] [CE 4.205 (4.172)] [KD 3.085 (3.067)] +2024-10-17 20:35:41,498 - Train: 43.85% [548550/1251000] [438.5/1000.0] [batch_t 0.464 (0.429)] [data_t 0.015] [optim_t 0.448] [lr 0.001800] [CE 3.884 (4.161)] [KD 2.883 (3.041)] +2024-10-17 20:36:03,771 - Train: 43.85% [548600/1251000] [438.5/1000.0] [batch_t 0.366 (0.445)] [data_t 0.015] [optim_t 0.351] [lr 0.001800] [CE 3.762 (4.179)] [KD 2.960 (3.109)] +2024-10-17 20:36:25,735 - Train: 43.86% [548650/1251000] [438.6/1000.0] [batch_t 0.364 (0.439)] [data_t 0.015] [optim_t 0.349] [lr 0.001800] [CE 3.875 (4.212)] [KD 2.753 (3.080)] +2024-10-17 20:36:47,524 - Train: 43.86% [548700/1251000] [438.6/1000.0] [batch_t 0.433 (0.436)] [data_t 0.015] [optim_t 0.418] [lr 0.001800] [CE 4.399 (4.196)] [KD 3.201 (3.088)] +2024-10-17 20:37:09,691 - Train: 43.86% [548750/1251000] [438.6/1000.0] [batch_t 0.435 (0.443)] [data_t 0.015] [optim_t 0.420] [lr 0.001799] [CE 4.518 (4.120)] [KD 3.067 (3.014)] +2024-10-17 20:37:31,427 - Train: 43.87% [548800/1251000] [438.7/1000.0] [batch_t 0.361 (0.435)] [data_t 0.015] [optim_t 0.346] [lr 0.001799] [CE 3.950 (4.206)] [KD 2.873 (3.054)] +2024-10-17 20:37:53,507 - Train: 43.87% [548850/1251000] [438.7/1000.0] [batch_t 0.456 (0.442)] [data_t 0.015] [optim_t 0.441] [lr 0.001799] [CE 4.254 (4.161)] [KD 3.044 (3.057)] +2024-10-17 20:38:14,688 - Train: 43.88% [548900/1251000] [438.8/1000.0] [batch_t 0.420 (0.424)] [data_t 0.015] [optim_t 0.405] [lr 0.001799] [CE 4.063 (4.157)] [KD 3.114 (3.075)] +2024-10-17 20:38:35,403 - Train: 43.88% [548950/1251000] [438.8/1000.0] [batch_t 0.462 (0.414)] [data_t 0.120] [optim_t 0.342] [lr 0.001799] [CE 3.934 (4.136)] [KD 2.934 (3.076)] +2024-10-17 20:38:57,256 - Train: 43.88% [549000/1251000] [438.8/1000.0] [batch_t 0.459 (0.437)] [data_t 0.117] [optim_t 0.342] [lr 0.001799] [CE 4.147 (4.186)] [KD 3.284 (3.048)] +2024-10-17 20:39:19,406 - Train: 43.89% [549050/1251000] [438.9/1000.0] [batch_t 0.422 (0.443)] [data_t 0.076] [optim_t 0.346] [lr 0.001798] [CE 4.503 (4.183)] [KD 3.278 (3.102)] +2024-10-17 20:39:40,817 - Train: 43.89% [549100/1251000] [438.9/1000.0] [batch_t 0.403 (0.428)] [data_t 0.058] [optim_t 0.344] [lr 0.001798] [CE 3.902 (4.173)] [KD 2.805 (3.098)] +2024-10-17 20:40:02,513 - Train: 43.90% [549150/1251000] [439.0/1000.0] [batch_t 0.387 (0.434)] [data_t 0.042] [optim_t 0.345] [lr 0.001798] [CE 4.200 (4.159)] [KD 3.050 (3.108)] +2024-10-17 20:40:40,818 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 38423] [top5_cnt 46837] [top_all 50000] +2024-10-17 20:40:40,818 - net: 76.846 (93.674) +2024-10-17 20:41:03,059 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 40327] [top5_cnt 47733] [top_all 50000] +2024-10-17 20:41:03,060 - net_E: 80.654 (95.466) +2024-10-17 20:41:03,241 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.674 (epoch: 433)] +2024-10-17 20:41:03,241 - ==> Total time: 2 days, 20:59:11 Eta: 3 days, 16:09:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 20:41:14,761 - Train: 43.90% [549200/1251000] [439.0/1000.0] [batch_t 0.357 (0.731)] [data_t 0.015] [optim_t 0.342] [lr 0.001798] [CE 3.832 (4.189)] [KD 2.753 (3.062)] +2024-10-17 20:41:34,082 - Train: 43.90% [549250/1251000] [439.0/1000.0] [batch_t 0.477 (0.386)] [data_t 0.015] [optim_t 0.461] [lr 0.001798] [CE 3.788 (4.217)] [KD 2.904 (3.146)] +2024-10-17 20:41:55,191 - Train: 43.91% [549300/1251000] [439.1/1000.0] [batch_t 0.444 (0.422)] [data_t 0.015] [optim_t 0.429] [lr 0.001797] [CE 4.189 (4.222)] [KD 3.131 (3.141)] +2024-10-17 20:42:16,642 - Train: 43.91% [549350/1251000] [439.1/1000.0] [batch_t 0.384 (0.429)] [data_t 0.015] [optim_t 0.369] [lr 0.001797] [CE 4.207 (4.149)] [KD 3.091 (3.063)] +2024-10-17 20:42:37,646 - Train: 43.92% [549400/1251000] [439.2/1000.0] [batch_t 0.374 (0.420)] [data_t 0.015] [optim_t 0.358] [lr 0.001797] [CE 4.268 (4.216)] [KD 2.869 (3.073)] +2024-10-17 20:42:58,460 - Train: 43.92% [549450/1251000] [439.2/1000.0] [batch_t 0.445 (0.416)] [data_t 0.016] [optim_t 0.430] [lr 0.001797] [CE 3.682 (4.155)] [KD 2.983 (3.036)] +2024-10-17 20:43:19,426 - Train: 43.92% [549500/1251000] [439.2/1000.0] [batch_t 0.397 (0.419)] [data_t 0.016] [optim_t 0.381] [lr 0.001797] [CE 4.237 (4.154)] [KD 2.989 (3.072)] +2024-10-17 20:43:41,033 - Train: 43.93% [549550/1251000] [439.3/1000.0] [batch_t 0.531 (0.432)] [data_t 0.015] [optim_t 0.516] [lr 0.001797] [CE 4.408 (4.206)] [KD 3.121 (3.074)] +2024-10-17 20:44:02,229 - Train: 43.93% [549600/1251000] [439.3/1000.0] [batch_t 0.442 (0.424)] [data_t 0.015] [optim_t 0.426] [lr 0.001796] [CE 3.915 (4.102)] [KD 2.997 (2.997)] +2024-10-17 20:44:23,776 - Train: 43.94% [549650/1251000] [439.4/1000.0] [batch_t 0.455 (0.431)] [data_t 0.015] [optim_t 0.440] [lr 0.001796] [CE 4.368 (4.182)] [KD 3.318 (3.101)] +2024-10-17 20:44:45,755 - Train: 43.94% [549700/1251000] [439.4/1000.0] [batch_t 0.405 (0.439)] [data_t 0.015] [optim_t 0.390] [lr 0.001796] [CE 3.864 (4.153)] [KD 2.880 (3.126)] +2024-10-17 20:45:07,024 - Train: 43.94% [549750/1251000] [439.4/1000.0] [batch_t 0.433 (0.425)] [data_t 0.015] [optim_t 0.418] [lr 0.001796] [CE 4.172 (4.210)] [KD 3.173 (3.110)] +2024-10-17 20:45:28,540 - Train: 43.95% [549800/1251000] [439.5/1000.0] [batch_t 0.482 (0.430)] [data_t 0.016] [optim_t 0.467] [lr 0.001796] [CE 4.431 (4.205)] [KD 3.306 (3.076)] +2024-10-17 20:45:49,226 - Train: 43.95% [549850/1251000] [439.5/1000.0] [batch_t 0.382 (0.414)] [data_t 0.015] [optim_t 0.367] [lr 0.001795] [CE 3.965 (4.190)] [KD 2.907 (2.999)] +2024-10-17 20:46:09,878 - Train: 43.96% [549900/1251000] [439.6/1000.0] [batch_t 0.406 (0.413)] [data_t 0.015] [optim_t 0.391] [lr 0.001795] [CE 3.702 (4.193)] [KD 2.767 (3.065)] +2024-10-17 20:46:30,953 - Train: 43.96% [549950/1251000] [439.6/1000.0] [batch_t 0.412 (0.421)] [data_t 0.015] [optim_t 0.397] [lr 0.001795] [CE 3.689 (4.169)] [KD 2.755 (3.058)] +2024-10-17 20:46:51,892 - Train: 43.96% [550000/1251000] [439.6/1000.0] [batch_t 0.438 (0.419)] [data_t 0.015] [optim_t 0.422] [lr 0.001795] [CE 3.900 (4.150)] [KD 3.022 (3.065)] +2024-10-17 20:47:12,793 - Train: 43.97% [550050/1251000] [439.7/1000.0] [batch_t 0.399 (0.418)] [data_t 0.015] [optim_t 0.384] [lr 0.001795] [CE 4.544 (4.257)] [KD 3.139 (3.125)] +2024-10-17 20:47:34,341 - Train: 43.97% [550100/1251000] [439.7/1000.0] [batch_t 0.422 (0.431)] [data_t 0.015] [optim_t 0.407] [lr 0.001795] [CE 4.047 (4.084)] [KD 3.171 (3.037)] +2024-10-17 20:47:55,800 - Train: 43.98% [550150/1251000] [439.8/1000.0] [batch_t 0.491 (0.429)] [data_t 0.016] [optim_t 0.476] [lr 0.001794] [CE 4.599 (4.185)] [KD 3.235 (3.094)] +2024-10-17 20:48:17,086 - Train: 43.98% [550200/1251000] [439.8/1000.0] [batch_t 0.447 (0.426)] [data_t 0.015] [optim_t 0.432] [lr 0.001794] [CE 4.511 (4.206)] [KD 3.245 (3.075)] +2024-10-17 20:48:38,287 - Train: 43.98% [550250/1251000] [439.8/1000.0] [batch_t 0.403 (0.424)] [data_t 0.015] [optim_t 0.387] [lr 0.001794] [CE 4.231 (4.169)] [KD 3.179 (3.044)] +2024-10-17 20:48:59,558 - Train: 43.99% [550300/1251000] [439.9/1000.0] [batch_t 0.395 (0.425)] [data_t 0.015] [optim_t 0.380] [lr 0.001794] [CE 4.238 (4.133)] [KD 3.074 (3.051)] +2024-10-17 20:49:20,494 - Train: 43.99% [550350/1251000] [439.9/1000.0] [batch_t 0.487 (0.419)] [data_t 0.016] [optim_t 0.471] [lr 0.001794] [CE 4.363 (4.154)] [KD 3.200 (3.077)] +2024-10-17 20:49:41,720 - Train: 44.00% [550400/1251000] [440.0/1000.0] [batch_t 0.400 (0.424)] [data_t 0.015] [optim_t 0.385] [lr 0.001793] [CE 4.693 (4.194)] [KD 3.378 (3.136)] +2024-10-17 20:50:21,223 - Test (net): 100.00% [50/50] [batch_t 0.159 (0.463)] [top1_cnt 38443] [top5_cnt 46822] [top_all 50000] +2024-10-17 20:50:21,223 - net: 76.886 (93.644) +2024-10-17 20:50:43,229 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40309] [top5_cnt 47727] [top_all 50000] +2024-10-17 20:50:43,230 - net_E: 80.618 (95.454) +2024-10-17 20:50:43,423 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.674 (epoch: 433)] +2024-10-17 20:50:43,423 - ==> Total time: 2 days, 21:08:52 Eta: 3 days, 16:00:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 20:50:53,075 - Train: 44.00% [550450/1251000] [440.0/1000.0] [batch_t 0.364 (0.787)] [data_t 0.015] [optim_t 0.349] [lr 0.001793] [CE 3.945 (4.164)] [KD 2.834 (3.073)] +2024-10-17 20:51:14,186 - Train: 44.00% [550500/1251000] [440.0/1000.0] [batch_t 0.442 (0.422)] [data_t 0.015] [optim_t 0.427] [lr 0.001793] [CE 4.392 (4.059)] [KD 3.135 (3.028)] +2024-10-17 20:51:36,491 - Train: 44.01% [550550/1251000] [440.1/1000.0] [batch_t 0.467 (0.446)] [data_t 0.015] [optim_t 0.451] [lr 0.001793] [CE 3.923 (4.199)] [KD 2.739 (3.104)] +2024-10-17 20:51:57,384 - Train: 44.01% [550600/1251000] [440.1/1000.0] [batch_t 0.481 (0.418)] [data_t 0.015] [optim_t 0.466] [lr 0.001793] [CE 4.543 (4.257)] [KD 3.177 (3.089)] +2024-10-17 20:52:18,032 - Train: 44.02% [550650/1251000] [440.2/1000.0] [batch_t 0.359 (0.413)] [data_t 0.015] [optim_t 0.344] [lr 0.001792] [CE 4.325 (4.103)] [KD 2.891 (3.008)] +2024-10-17 20:52:39,266 - Train: 44.02% [550700/1251000] [440.2/1000.0] [batch_t 0.871 (0.425)] [data_t 0.015] [optim_t 0.855] [lr 0.001792] [CE 4.197 (4.101)] [KD 3.112 (3.039)] +2024-10-17 20:53:00,657 - Train: 44.02% [550750/1251000] [440.2/1000.0] [batch_t 0.474 (0.428)] [data_t 0.015] [optim_t 0.459] [lr 0.001792] [CE 3.998 (4.150)] [KD 3.010 (3.057)] +2024-10-17 20:53:21,678 - Train: 44.03% [550800/1251000] [440.3/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.001792] [CE 3.906 (4.137)] [KD 2.841 (3.020)] +2024-10-17 20:53:43,160 - Train: 44.03% [550850/1251000] [440.3/1000.0] [batch_t 0.590 (0.430)] [data_t 0.015] [optim_t 0.574] [lr 0.001792] [CE 4.522 (4.075)] [KD 3.220 (3.035)] +2024-10-17 20:54:04,426 - Train: 44.04% [550900/1251000] [440.4/1000.0] [batch_t 0.434 (0.425)] [data_t 0.015] [optim_t 0.418] [lr 0.001792] [CE 4.144 (4.150)] [KD 3.118 (3.059)] +2024-10-17 20:54:25,875 - Train: 44.04% [550950/1251000] [440.4/1000.0] [batch_t 0.474 (0.429)] [data_t 0.015] [optim_t 0.458] [lr 0.001791] [CE 3.736 (4.236)] [KD 2.873 (3.144)] +2024-10-17 20:54:47,582 - Train: 44.04% [551000/1251000] [440.4/1000.0] [batch_t 0.497 (0.434)] [data_t 0.016] [optim_t 0.481] [lr 0.001791] [CE 3.852 (4.113)] [KD 2.788 (3.019)] +2024-10-17 20:55:09,066 - Train: 44.05% [551050/1251000] [440.5/1000.0] [batch_t 0.412 (0.430)] [data_t 0.015] [optim_t 0.396] [lr 0.001791] [CE 4.423 (4.201)] [KD 3.272 (3.076)] +2024-10-17 20:55:30,542 - Train: 44.05% [551100/1251000] [440.5/1000.0] [batch_t 0.412 (0.429)] [data_t 0.015] [optim_t 0.397] [lr 0.001791] [CE 4.067 (4.211)] [KD 3.195 (3.120)] +2024-10-17 20:55:52,348 - Train: 44.06% [551150/1251000] [440.6/1000.0] [batch_t 0.527 (0.436)] [data_t 0.015] [optim_t 0.512] [lr 0.001791] [CE 3.891 (4.139)] [KD 2.734 (3.054)] +2024-10-17 20:56:13,578 - Train: 44.06% [551200/1251000] [440.6/1000.0] [batch_t 0.363 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.001790] [CE 4.569 (4.170)] [KD 3.188 (3.041)] +2024-10-17 20:56:35,435 - Train: 44.06% [551250/1251000] [440.6/1000.0] [batch_t 0.388 (0.437)] [data_t 0.015] [optim_t 0.373] [lr 0.001790] [CE 4.206 (4.132)] [KD 3.058 (3.075)] +2024-10-17 20:56:57,543 - Train: 44.07% [551300/1251000] [440.7/1000.0] [batch_t 0.428 (0.442)] [data_t 0.015] [optim_t 0.413] [lr 0.001790] [CE 4.684 (4.218)] [KD 3.183 (3.096)] +2024-10-17 20:57:19,291 - Train: 44.07% [551350/1251000] [440.7/1000.0] [batch_t 0.515 (0.435)] [data_t 0.015] [optim_t 0.500] [lr 0.001790] [CE 4.112 (4.114)] [KD 2.946 (3.076)] +2024-10-17 20:57:40,461 - Train: 44.08% [551400/1251000] [440.8/1000.0] [batch_t 0.428 (0.423)] [data_t 0.016] [optim_t 0.413] [lr 0.001790] [CE 4.546 (4.172)] [KD 3.258 (3.052)] +2024-10-17 20:58:02,018 - Train: 44.08% [551450/1251000] [440.8/1000.0] [batch_t 0.390 (0.431)] [data_t 0.016] [optim_t 0.374] [lr 0.001790] [CE 4.491 (4.171)] [KD 3.290 (3.058)] +2024-10-17 20:58:23,964 - Train: 44.08% [551500/1251000] [440.8/1000.0] [batch_t 0.460 (0.439)] [data_t 0.015] [optim_t 0.445] [lr 0.001789] [CE 4.477 (4.134)] [KD 3.114 (3.060)] +2024-10-17 20:58:45,725 - Train: 44.09% [551550/1251000] [440.9/1000.0] [batch_t 0.443 (0.435)] [data_t 0.015] [optim_t 0.427] [lr 0.001789] [CE 4.216 (4.194)] [KD 3.159 (3.110)] +2024-10-17 20:59:07,414 - Train: 44.09% [551600/1251000] [440.9/1000.0] [batch_t 0.362 (0.434)] [data_t 0.016] [optim_t 0.346] [lr 0.001789] [CE 4.089 (4.162)] [KD 3.223 (3.085)] +2024-10-17 20:59:27,698 - Train: 44.10% [551650/1251000] [441.0/1000.0] [batch_t 0.446 (0.406)] [data_t 0.015] [optim_t 0.430] [lr 0.001789] [CE 3.822 (4.215)] [KD 2.860 (3.091)] +2024-10-17 21:00:05,985 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 38469] [top5_cnt 46924] [top_all 50000] +2024-10-17 21:00:05,985 - net: 76.938 (93.848) +2024-10-17 21:00:27,137 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40319] [top5_cnt 47730] [top_all 50000] +2024-10-17 21:00:27,138 - net_E: 80.638 (95.460) +2024-10-17 21:00:27,277 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.674 (epoch: 433)] +2024-10-17 21:00:27,277 - ==> Total time: 2 days, 21:18:35 Eta: 3 days, 15:51:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 21:00:36,895 - Train: 44.10% [551700/1251000] [441.0/1000.0] [batch_t 0.360 (0.920)] [data_t 0.015] [optim_t 0.345] [lr 0.001789] [CE 4.080 (4.116)] [KD 2.947 (2.993)] +2024-10-17 21:00:56,541 - Train: 44.10% [551750/1251000] [441.0/1000.0] [batch_t 0.445 (0.393)] [data_t 0.015] [optim_t 0.429] [lr 0.001788] [CE 4.083 (4.091)] [KD 3.160 (3.010)] +2024-10-17 21:01:16,804 - Train: 44.11% [551800/1251000] [441.1/1000.0] [batch_t 0.438 (0.405)] [data_t 0.016] [optim_t 0.423] [lr 0.001788] [CE 3.870 (4.171)] [KD 2.922 (3.039)] +2024-10-17 21:01:38,642 - Train: 44.11% [551850/1251000] [441.1/1000.0] [batch_t 0.376 (0.437)] [data_t 0.015] [optim_t 0.361] [lr 0.001788] [CE 4.384 (4.095)] [KD 3.139 (3.040)] +2024-10-17 21:01:59,744 - Train: 44.12% [551900/1251000] [441.2/1000.0] [batch_t 0.373 (0.422)] [data_t 0.015] [optim_t 0.358] [lr 0.001788] [CE 4.145 (4.167)] [KD 3.185 (3.075)] +2024-10-17 21:02:20,838 - Train: 44.12% [551950/1251000] [441.2/1000.0] [batch_t 0.419 (0.422)] [data_t 0.015] [optim_t 0.404] [lr 0.001788] [CE 4.354 (4.153)] [KD 3.138 (3.059)] +2024-10-17 21:02:42,043 - Train: 44.12% [552000/1251000] [441.2/1000.0] [batch_t 0.381 (0.424)] [data_t 0.015] [optim_t 0.365] [lr 0.001788] [CE 4.030 (4.190)] [KD 2.902 (3.083)] +2024-10-17 21:03:02,832 - Train: 44.13% [552050/1251000] [441.3/1000.0] [batch_t 0.444 (0.416)] [data_t 0.016] [optim_t 0.428] [lr 0.001787] [CE 4.019 (4.134)] [KD 2.861 (3.038)] +2024-10-17 21:03:23,696 - Train: 44.13% [552100/1251000] [441.3/1000.0] [batch_t 0.454 (0.417)] [data_t 0.016] [optim_t 0.439] [lr 0.001787] [CE 4.036 (4.137)] [KD 2.932 (3.027)] +2024-10-17 21:03:45,022 - Train: 44.14% [552150/1251000] [441.4/1000.0] [batch_t 0.416 (0.426)] [data_t 0.015] [optim_t 0.401] [lr 0.001787] [CE 4.105 (4.151)] [KD 3.060 (3.048)] +2024-10-17 21:04:06,854 - Train: 44.14% [552200/1251000] [441.4/1000.0] [batch_t 0.437 (0.437)] [data_t 0.015] [optim_t 0.422] [lr 0.001787] [CE 4.330 (4.195)] [KD 2.961 (3.063)] +2024-10-17 21:04:28,384 - Train: 44.14% [552250/1251000] [441.4/1000.0] [batch_t 0.359 (0.430)] [data_t 0.015] [optim_t 0.343] [lr 0.001787] [CE 4.121 (4.158)] [KD 3.015 (3.068)] +2024-10-17 21:04:50,152 - Train: 44.15% [552300/1251000] [441.5/1000.0] [batch_t 0.390 (0.435)] [data_t 0.015] [optim_t 0.375] [lr 0.001786] [CE 4.107 (4.201)] [KD 3.152 (3.105)] +2024-10-17 21:05:11,100 - Train: 44.15% [552350/1251000] [441.5/1000.0] [batch_t 0.465 (0.419)] [data_t 0.015] [optim_t 0.450] [lr 0.001786] [CE 3.465 (4.157)] [KD 2.631 (3.040)] +2024-10-17 21:05:33,113 - Train: 44.16% [552400/1251000] [441.6/1000.0] [batch_t 0.478 (0.440)] [data_t 0.015] [optim_t 0.463] [lr 0.001786] [CE 4.369 (4.140)] [KD 3.050 (3.070)] +2024-10-17 21:05:54,876 - Train: 44.16% [552450/1251000] [441.6/1000.0] [batch_t 0.449 (0.435)] [data_t 0.015] [optim_t 0.433] [lr 0.001786] [CE 3.902 (4.129)] [KD 2.770 (3.007)] +2024-10-17 21:06:16,531 - Train: 44.16% [552500/1251000] [441.6/1000.0] [batch_t 0.424 (0.433)] [data_t 0.015] [optim_t 0.409] [lr 0.001786] [CE 4.119 (4.176)] [KD 3.184 (3.081)] +2024-10-17 21:06:38,165 - Train: 44.17% [552550/1251000] [441.7/1000.0] [batch_t 0.396 (0.433)] [data_t 0.015] [optim_t 0.381] [lr 0.001786] [CE 3.947 (4.213)] [KD 2.905 (3.122)] +2024-10-17 21:06:59,367 - Train: 44.17% [552600/1251000] [441.7/1000.0] [batch_t 0.480 (0.424)] [data_t 0.015] [optim_t 0.465] [lr 0.001785] [CE 4.554 (4.176)] [KD 3.014 (3.055)] +2024-10-17 21:07:21,185 - Train: 44.18% [552650/1251000] [441.8/1000.0] [batch_t 0.452 (0.436)] [data_t 0.015] [optim_t 0.437] [lr 0.001785] [CE 4.472 (4.113)] [KD 3.076 (3.017)] +2024-10-17 21:07:42,387 - Train: 44.18% [552700/1251000] [441.8/1000.0] [batch_t 0.392 (0.424)] [data_t 0.015] [optim_t 0.376] [lr 0.001785] [CE 4.503 (4.176)] [KD 3.051 (3.032)] +2024-10-17 21:08:03,534 - Train: 44.18% [552750/1251000] [441.8/1000.0] [batch_t 0.437 (0.423)] [data_t 0.016] [optim_t 0.422] [lr 0.001785] [CE 4.006 (4.142)] [KD 2.997 (3.047)] +2024-10-17 21:08:24,143 - Train: 44.19% [552800/1251000] [441.9/1000.0] [batch_t 0.514 (0.412)] [data_t 0.015] [optim_t 0.499] [lr 0.001785] [CE 3.663 (4.197)] [KD 2.855 (3.107)] +2024-10-17 21:08:45,080 - Train: 44.19% [552850/1251000] [441.9/1000.0] [batch_t 0.360 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.001784] [CE 4.189 (4.086)] [KD 3.154 (3.055)] +2024-10-17 21:09:06,163 - Train: 44.20% [552900/1251000] [442.0/1000.0] [batch_t 0.451 (0.422)] [data_t 0.015] [optim_t 0.436] [lr 0.001784] [CE 4.170 (4.143)] [KD 3.231 (3.076)] +2024-10-17 21:09:44,923 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 38227] [top5_cnt 46730] [top_all 50000] +2024-10-17 21:09:44,924 - net: 76.454 (93.460) +2024-10-17 21:10:06,513 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40335] [top5_cnt 47719] [top_all 50000] +2024-10-17 21:10:06,514 - net_E: 80.670 (95.438) +2024-10-17 21:10:06,667 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.674 (epoch: 433)] +2024-10-17 21:10:06,667 - ==> Total time: 2 days, 21:28:15 Eta: 3 days, 15:42:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 21:10:15,668 - Train: 44.20% [552950/1251000] [442.0/1000.0] [batch_t 0.361 (0.945)] [data_t 0.015] [optim_t 0.346] [lr 0.001784] [CE 4.290 (4.178)] [KD 3.196 (3.082)] +2024-10-17 21:10:36,035 - Train: 44.20% [553000/1251000] [442.0/1000.0] [batch_t 0.461 (0.407)] [data_t 0.015] [optim_t 0.445] [lr 0.001784] [CE 4.236 (4.128)] [KD 3.143 (3.085)] +2024-10-17 21:10:57,769 - Train: 44.21% [553050/1251000] [442.1/1000.0] [batch_t 0.424 (0.435)] [data_t 0.016] [optim_t 0.408] [lr 0.001784] [CE 4.218 (4.185)] [KD 3.154 (3.088)] +2024-10-17 21:11:19,454 - Train: 44.21% [553100/1251000] [442.1/1000.0] [batch_t 0.423 (0.434)] [data_t 0.015] [optim_t 0.407] [lr 0.001784] [CE 4.215 (4.115)] [KD 3.009 (3.047)] +2024-10-17 21:11:40,112 - Train: 44.22% [553150/1251000] [442.2/1000.0] [batch_t 0.369 (0.413)] [data_t 0.015] [optim_t 0.353] [lr 0.001783] [CE 4.129 (4.172)] [KD 3.044 (3.084)] +2024-10-17 21:12:00,684 - Train: 44.22% [553200/1251000] [442.2/1000.0] [batch_t 0.446 (0.411)] [data_t 0.015] [optim_t 0.430] [lr 0.001783] [CE 4.437 (4.281)] [KD 3.164 (3.104)] +2024-10-17 21:12:21,626 - Train: 44.22% [553250/1251000] [442.2/1000.0] [batch_t 0.458 (0.419)] [data_t 0.015] [optim_t 0.443] [lr 0.001783] [CE 3.968 (4.166)] [KD 2.999 (3.073)] +2024-10-17 21:12:43,435 - Train: 44.23% [553300/1251000] [442.3/1000.0] [batch_t 0.428 (0.436)] [data_t 0.015] [optim_t 0.412] [lr 0.001783] [CE 4.102 (4.166)] [KD 3.027 (3.060)] +2024-10-17 21:13:05,107 - Train: 44.23% [553350/1251000] [442.3/1000.0] [batch_t 0.480 (0.433)] [data_t 0.015] [optim_t 0.465] [lr 0.001783] [CE 4.456 (4.167)] [KD 3.109 (3.062)] +2024-10-17 21:13:26,620 - Train: 44.24% [553400/1251000] [442.4/1000.0] [batch_t 0.433 (0.430)] [data_t 0.015] [optim_t 0.418] [lr 0.001782] [CE 4.241 (4.092)] [KD 2.811 (3.014)] +2024-10-17 21:13:48,547 - Train: 44.24% [553450/1251000] [442.4/1000.0] [batch_t 0.434 (0.438)] [data_t 0.015] [optim_t 0.419] [lr 0.001782] [CE 4.149 (4.126)] [KD 2.995 (3.007)] +2024-10-17 21:14:10,363 - Train: 44.24% [553500/1251000] [442.4/1000.0] [batch_t 0.399 (0.436)] [data_t 0.015] [optim_t 0.383] [lr 0.001782] [CE 3.892 (4.137)] [KD 2.921 (3.013)] +2024-10-17 21:14:32,332 - Train: 44.25% [553550/1251000] [442.5/1000.0] [batch_t 0.438 (0.439)] [data_t 0.016] [optim_t 0.422] [lr 0.001782] [CE 3.777 (4.206)] [KD 2.883 (3.077)] +2024-10-17 21:14:54,201 - Train: 44.25% [553600/1251000] [442.5/1000.0] [batch_t 0.472 (0.437)] [data_t 0.015] [optim_t 0.457] [lr 0.001782] [CE 4.123 (4.177)] [KD 2.993 (3.071)] +2024-10-17 21:15:16,374 - Train: 44.26% [553650/1251000] [442.6/1000.0] [batch_t 0.491 (0.443)] [data_t 0.015] [optim_t 0.475] [lr 0.001781] [CE 3.997 (4.175)] [KD 3.085 (3.072)] +2024-10-17 21:15:36,308 - Train: 44.26% [553700/1251000] [442.6/1000.0] [batch_t 0.370 (0.399)] [data_t 0.015] [optim_t 0.355] [lr 0.001781] [CE 3.951 (4.131)] [KD 2.979 (3.006)] +2024-10-17 21:15:56,965 - Train: 44.26% [553750/1251000] [442.6/1000.0] [batch_t 0.425 (0.413)] [data_t 0.015] [optim_t 0.410] [lr 0.001781] [CE 4.381 (4.140)] [KD 2.982 (3.030)] +2024-10-17 21:16:18,390 - Train: 44.27% [553800/1251000] [442.7/1000.0] [batch_t 0.412 (0.428)] [data_t 0.016] [optim_t 0.396] [lr 0.001781] [CE 4.365 (4.133)] [KD 3.014 (3.032)] +2024-10-17 21:16:40,128 - Train: 44.27% [553850/1251000] [442.7/1000.0] [batch_t 0.407 (0.435)] [data_t 0.016] [optim_t 0.391] [lr 0.001781] [CE 4.275 (4.087)] [KD 3.188 (2.992)] +2024-10-17 21:17:01,308 - Train: 44.28% [553900/1251000] [442.8/1000.0] [batch_t 0.460 (0.423)] [data_t 0.015] [optim_t 0.445] [lr 0.001781] [CE 4.071 (4.170)] [KD 2.929 (3.067)] +2024-10-17 21:17:22,487 - Train: 44.28% [553950/1251000] [442.8/1000.0] [batch_t 0.448 (0.423)] [data_t 0.015] [optim_t 0.433] [lr 0.001780] [CE 3.822 (4.230)] [KD 2.979 (3.088)] +2024-10-17 21:17:43,358 - Train: 44.28% [554000/1251000] [442.8/1000.0] [batch_t 0.442 (0.417)] [data_t 0.015] [optim_t 0.427] [lr 0.001780] [CE 4.309 (4.207)] [KD 3.212 (3.105)] +2024-10-17 21:18:03,883 - Train: 44.29% [554050/1251000] [442.9/1000.0] [batch_t 0.410 (0.410)] [data_t 0.015] [optim_t 0.394] [lr 0.001780] [CE 4.262 (4.162)] [KD 3.284 (3.117)] +2024-10-17 21:18:24,923 - Train: 44.29% [554100/1251000] [442.9/1000.0] [batch_t 0.554 (0.421)] [data_t 0.016] [optim_t 0.539] [lr 0.001780] [CE 4.213 (4.191)] [KD 3.018 (3.080)] +2024-10-17 21:18:46,096 - Train: 44.30% [554150/1251000] [443.0/1000.0] [batch_t 0.436 (0.423)] [data_t 0.016] [optim_t 0.421] [lr 0.001780] [CE 4.324 (4.173)] [KD 3.173 (3.024)] +2024-10-17 21:19:26,667 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.448)] [top1_cnt 38065] [top5_cnt 46684] [top_all 50000] +2024-10-17 21:19:26,667 - net: 76.130 (93.368) +2024-10-17 21:19:48,407 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40342] [top5_cnt 47721] [top_all 50000] +2024-10-17 21:19:48,425 - net_E: 80.684 (95.442) +2024-10-17 21:19:48,606 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.684 (epoch: 443)] +2024-10-17 21:19:48,606 - ==> Total time: 2 days, 21:37:57 Eta: 3 days, 15:33:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 21:19:58,575 - Train: 44.30% [554200/1251000] [443.0/1000.0] [batch_t 0.361 (0.838)] [data_t 0.015] [optim_t 0.346] [lr 0.001779] [CE 4.037 (4.106)] [KD 2.973 (3.061)] +2024-10-17 21:20:17,986 - Train: 44.30% [554250/1251000] [443.0/1000.0] [batch_t 0.465 (0.388)] [data_t 0.015] [optim_t 0.450] [lr 0.001779] [CE 4.656 (4.160)] [KD 3.253 (3.030)] +2024-10-17 21:20:39,740 - Train: 44.31% [554300/1251000] [443.1/1000.0] [batch_t 0.475 (0.435)] [data_t 0.015] [optim_t 0.460] [lr 0.001779] [CE 4.366 (4.202)] [KD 3.161 (3.050)] +2024-10-17 21:21:00,686 - Train: 44.31% [554350/1251000] [443.1/1000.0] [batch_t 0.363 (0.417)] [data_t 0.015] [optim_t 0.348] [lr 0.001779] [CE 3.869 (4.205)] [KD 2.873 (3.041)] +2024-10-17 21:21:21,669 - Train: 44.32% [554400/1251000] [443.2/1000.0] [batch_t 0.362 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.001779] [CE 3.790 (4.075)] [KD 2.615 (2.953)] +2024-10-17 21:21:42,516 - Train: 44.32% [554450/1251000] [443.2/1000.0] [batch_t 0.425 (0.417)] [data_t 0.015] [optim_t 0.409] [lr 0.001779] [CE 3.975 (4.179)] [KD 2.939 (3.050)] +2024-10-17 21:22:03,620 - Train: 44.32% [554500/1251000] [443.2/1000.0] [batch_t 0.447 (0.422)] [data_t 0.015] [optim_t 0.431] [lr 0.001778] [CE 3.638 (4.024)] [KD 2.779 (2.955)] +2024-10-17 21:22:24,483 - Train: 44.33% [554550/1251000] [443.3/1000.0] [batch_t 0.421 (0.417)] [data_t 0.015] [optim_t 0.406] [lr 0.001778] [CE 4.301 (4.276)] [KD 3.038 (3.121)] +2024-10-17 21:22:45,809 - Train: 44.33% [554600/1251000] [443.3/1000.0] [batch_t 0.387 (0.426)] [data_t 0.015] [optim_t 0.371] [lr 0.001778] [CE 3.961 (4.164)] [KD 2.885 (3.023)] +2024-10-17 21:23:07,970 - Train: 44.34% [554650/1251000] [443.4/1000.0] [batch_t 0.475 (0.443)] [data_t 0.015] [optim_t 0.460] [lr 0.001778] [CE 4.169 (4.189)] [KD 3.094 (3.057)] +2024-10-17 21:23:29,385 - Train: 44.34% [554700/1251000] [443.4/1000.0] [batch_t 0.448 (0.428)] [data_t 0.015] [optim_t 0.432] [lr 0.001778] [CE 4.339 (4.187)] [KD 3.141 (3.089)] +2024-10-17 21:23:50,638 - Train: 44.34% [554750/1251000] [443.4/1000.0] [batch_t 0.426 (0.425)] [data_t 0.015] [optim_t 0.411] [lr 0.001777] [CE 3.551 (4.226)] [KD 2.741 (3.080)] +2024-10-17 21:24:12,015 - Train: 44.35% [554800/1251000] [443.5/1000.0] [batch_t 0.476 (0.427)] [data_t 0.015] [optim_t 0.461] [lr 0.001777] [CE 4.487 (4.116)] [KD 3.256 (3.040)] +2024-10-17 21:24:33,225 - Train: 44.35% [554850/1251000] [443.5/1000.0] [batch_t 0.381 (0.424)] [data_t 0.015] [optim_t 0.366] [lr 0.001777] [CE 3.582 (4.183)] [KD 2.874 (3.092)] +2024-10-17 21:24:54,383 - Train: 44.36% [554900/1251000] [443.6/1000.0] [batch_t 0.390 (0.423)] [data_t 0.015] [optim_t 0.375] [lr 0.001777] [CE 4.080 (4.168)] [KD 2.961 (3.078)] +2024-10-17 21:25:15,473 - Train: 44.36% [554950/1251000] [443.6/1000.0] [batch_t 0.427 (0.422)] [data_t 0.015] [optim_t 0.411] [lr 0.001777] [CE 4.079 (4.197)] [KD 3.143 (3.073)] +2024-10-17 21:25:37,234 - Train: 44.36% [555000/1251000] [443.6/1000.0] [batch_t 0.848 (0.435)] [data_t 0.015] [optim_t 0.832] [lr 0.001777] [CE 4.453 (4.158)] [KD 3.121 (3.047)] +2024-10-17 21:25:58,293 - Train: 44.37% [555050/1251000] [443.7/1000.0] [batch_t 0.452 (0.421)] [data_t 0.015] [optim_t 0.437] [lr 0.001776] [CE 3.935 (4.145)] [KD 2.905 (3.065)] +2024-10-17 21:26:19,351 - Train: 44.37% [555100/1251000] [443.7/1000.0] [batch_t 0.474 (0.421)] [data_t 0.015] [optim_t 0.459] [lr 0.001776] [CE 4.223 (4.145)] [KD 3.114 (3.055)] +2024-10-17 21:26:40,888 - Train: 44.38% [555150/1251000] [443.8/1000.0] [batch_t 0.410 (0.431)] [data_t 0.015] [optim_t 0.394] [lr 0.001776] [CE 4.476 (4.188)] [KD 3.093 (3.073)] +2024-10-17 21:27:02,832 - Train: 44.38% [555200/1251000] [443.8/1000.0] [batch_t 0.456 (0.439)] [data_t 0.015] [optim_t 0.441] [lr 0.001776] [CE 3.531 (4.195)] [KD 3.011 (3.078)] +2024-10-17 21:27:24,325 - Train: 44.38% [555250/1251000] [443.8/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.001776] [CE 3.725 (4.143)] [KD 2.836 (3.071)] +2024-10-17 21:27:45,713 - Train: 44.39% [555300/1251000] [443.9/1000.0] [batch_t 0.452 (0.428)] [data_t 0.016] [optim_t 0.436] [lr 0.001775] [CE 4.415 (4.136)] [KD 3.015 (3.037)] +2024-10-17 21:28:07,058 - Train: 44.39% [555350/1251000] [443.9/1000.0] [batch_t 0.379 (0.427)] [data_t 0.016] [optim_t 0.364] [lr 0.001775] [CE 4.091 (4.156)] [KD 3.023 (3.084)] +2024-10-17 21:28:29,123 - Train: 44.40% [555400/1251000] [444.0/1000.0] [batch_t 0.449 (0.441)] [data_t 0.015] [optim_t 0.433] [lr 0.001775] [CE 4.045 (4.128)] [KD 2.907 (3.025)] +2024-10-17 21:29:07,789 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.408)] [top1_cnt 38269] [top5_cnt 46776] [top_all 50000] +2024-10-17 21:29:07,790 - net: 76.538 (93.552) +2024-10-17 21:29:28,305 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.403)] [top1_cnt 40314] [top5_cnt 47740] [top_all 50000] +2024-10-17 21:29:28,305 - net_E: 80.628 (95.480) +2024-10-17 21:29:28,468 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.684 (epoch: 443)] +2024-10-17 21:29:28,469 - ==> Total time: 2 days, 21:47:37 Eta: 3 days, 15:23:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 21:29:37,104 - Train: 44.40% [555450/1251000] [444.0/1000.0] [batch_t 0.362 (1.148)] [data_t 0.015] [optim_t 0.346] [lr 0.001775] [CE 4.613 (4.142)] [KD 3.270 (2.966)] +2024-10-17 21:29:56,476 - Train: 44.40% [555500/1251000] [444.0/1000.0] [batch_t 0.362 (0.387)] [data_t 0.016] [optim_t 0.347] [lr 0.001775] [CE 4.558 (4.094)] [KD 3.330 (2.996)] +2024-10-17 21:30:17,870 - Train: 44.41% [555550/1251000] [444.1/1000.0] [batch_t 0.578 (0.428)] [data_t 0.127] [optim_t 0.451] [lr 0.001775] [CE 4.149 (4.130)] [KD 2.989 (2.990)] +2024-10-17 21:30:38,680 - Train: 44.41% [555600/1251000] [444.1/1000.0] [batch_t 0.423 (0.416)] [data_t 0.079] [optim_t 0.344] [lr 0.001774] [CE 4.332 (4.149)] [KD 3.188 (3.032)] +2024-10-17 21:30:59,949 - Train: 44.42% [555650/1251000] [444.2/1000.0] [batch_t 0.449 (0.425)] [data_t 0.108] [optim_t 0.341] [lr 0.001774] [CE 4.262 (4.196)] [KD 3.107 (3.056)] +2024-10-17 21:31:21,030 - Train: 44.42% [555700/1251000] [444.2/1000.0] [batch_t 0.452 (0.422)] [data_t 0.079] [optim_t 0.373] [lr 0.001774] [CE 4.086 (4.172)] [KD 3.149 (3.064)] +2024-10-17 21:31:42,137 - Train: 44.42% [555750/1251000] [444.2/1000.0] [batch_t 0.447 (0.422)] [data_t 0.104] [optim_t 0.343] [lr 0.001774] [CE 4.452 (4.160)] [KD 3.183 (3.071)] +2024-10-17 21:32:03,473 - Train: 44.43% [555800/1251000] [444.3/1000.0] [batch_t 0.380 (0.427)] [data_t 0.038] [optim_t 0.342] [lr 0.001774] [CE 3.794 (4.102)] [KD 2.874 (3.031)] +2024-10-17 21:32:24,241 - Train: 44.43% [555850/1251000] [444.3/1000.0] [batch_t 0.395 (0.415)] [data_t 0.048] [optim_t 0.347] [lr 0.001773] [CE 4.001 (4.199)] [KD 2.891 (3.057)] +2024-10-17 21:32:45,450 - Train: 44.44% [555900/1251000] [444.4/1000.0] [batch_t 0.402 (0.424)] [data_t 0.055] [optim_t 0.346] [lr 0.001773] [CE 4.492 (4.127)] [KD 3.174 (3.093)] +2024-10-17 21:33:06,622 - Train: 44.44% [555950/1251000] [444.4/1000.0] [batch_t 0.403 (0.423)] [data_t 0.059] [optim_t 0.344] [lr 0.001773] [CE 3.543 (4.222)] [KD 2.648 (3.111)] +2024-10-17 21:33:27,486 - Train: 44.44% [556000/1251000] [444.4/1000.0] [batch_t 0.461 (0.417)] [data_t 0.113] [optim_t 0.347] [lr 0.001773] [CE 4.098 (4.159)] [KD 2.964 (3.043)] +2024-10-17 21:33:48,396 - Train: 44.45% [556050/1251000] [444.5/1000.0] [batch_t 0.444 (0.418)] [data_t 0.097] [optim_t 0.346] [lr 0.001773] [CE 4.473 (4.213)] [KD 3.322 (3.069)] +2024-10-17 21:34:09,257 - Train: 44.45% [556100/1251000] [444.5/1000.0] [batch_t 0.410 (0.417)] [data_t 0.065] [optim_t 0.345] [lr 0.001773] [CE 4.721 (4.066)] [KD 3.162 (3.004)] +2024-10-17 21:34:30,334 - Train: 44.46% [556150/1251000] [444.6/1000.0] [batch_t 0.442 (0.421)] [data_t 0.097] [optim_t 0.345] [lr 0.001772] [CE 3.836 (4.136)] [KD 2.857 (3.037)] +2024-10-17 21:34:51,942 - Train: 44.46% [556200/1251000] [444.6/1000.0] [batch_t 0.402 (0.432)] [data_t 0.057] [optim_t 0.345] [lr 0.001772] [CE 4.643 (4.175)] [KD 3.333 (3.068)] +2024-10-17 21:35:13,719 - Train: 44.46% [556250/1251000] [444.6/1000.0] [batch_t 0.459 (0.435)] [data_t 0.114] [optim_t 0.345] [lr 0.001772] [CE 3.746 (4.154)] [KD 2.699 (3.065)] +2024-10-17 21:35:35,315 - Train: 44.47% [556300/1251000] [444.7/1000.0] [batch_t 0.473 (0.432)] [data_t 0.126] [optim_t 0.346] [lr 0.001772] [CE 3.942 (4.194)] [KD 2.970 (3.063)] +2024-10-17 21:35:57,380 - Train: 44.47% [556350/1251000] [444.7/1000.0] [batch_t 0.446 (0.441)] [data_t 0.097] [optim_t 0.349] [lr 0.001772] [CE 4.509 (4.191)] [KD 3.121 (3.034)] +2024-10-17 21:36:18,629 - Train: 44.48% [556400/1251000] [444.8/1000.0] [batch_t 0.362 (0.425)] [data_t 0.016] [optim_t 0.347] [lr 0.001771] [CE 4.271 (4.177)] [KD 3.155 (3.050)] +2024-10-17 21:36:39,957 - Train: 44.48% [556450/1251000] [444.8/1000.0] [batch_t 0.364 (0.426)] [data_t 0.016] [optim_t 0.348] [lr 0.001771] [CE 4.130 (4.130)] [KD 2.899 (3.054)] +2024-10-17 21:37:00,989 - Train: 44.48% [556500/1251000] [444.8/1000.0] [batch_t 0.366 (0.420)] [data_t 0.016] [optim_t 0.351] [lr 0.001771] [CE 4.008 (4.109)] [KD 3.126 (3.038)] +2024-10-17 21:37:22,214 - Train: 44.49% [556550/1251000] [444.9/1000.0] [batch_t 0.444 (0.424)] [data_t 0.099] [optim_t 0.345] [lr 0.001771] [CE 3.866 (4.254)] [KD 2.918 (3.056)] +2024-10-17 21:37:43,451 - Train: 44.49% [556600/1251000] [444.9/1000.0] [batch_t 0.383 (0.425)] [data_t 0.037] [optim_t 0.345] [lr 0.001771] [CE 4.067 (4.197)] [KD 2.884 (3.094)] +2024-10-17 21:38:04,704 - Train: 44.50% [556650/1251000] [445.0/1000.0] [batch_t 0.450 (0.425)] [data_t 0.021] [optim_t 0.430] [lr 0.001770] [CE 4.167 (4.154)] [KD 2.753 (3.032)] +2024-10-17 21:38:45,785 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.438)] [top1_cnt 38058] [top5_cnt 46740] [top_all 50000] +2024-10-17 21:38:45,785 - net: 76.116 (93.480) +2024-10-17 21:39:06,748 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 40323] [top5_cnt 47758] [top_all 50000] +2024-10-17 21:39:06,749 - net_E: 80.646 (95.516) +2024-10-17 21:39:06,876 - Max [top1: 76.972 (epoch: 432)] [top1-ema: 80.684 (epoch: 443)] +2024-10-17 21:39:06,877 - ==> Total time: 2 days, 21:57:15 Eta: 3 days, 15:14:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 21:39:15,180 - Train: 44.50% [556700/1251000] [445.0/1000.0] [batch_t 0.360 (1.377)] [data_t 0.015] [optim_t 0.345] [lr 0.001770] [CE 4.448 (4.056)] [KD 3.148 (3.095)] +2024-10-17 21:39:34,819 - Train: 44.50% [556750/1251000] [445.0/1000.0] [batch_t 0.486 (0.393)] [data_t 0.016] [optim_t 0.471] [lr 0.001770] [CE 3.897 (4.073)] [KD 3.001 (3.005)] +2024-10-17 21:39:56,994 - Train: 44.51% [556800/1251000] [445.1/1000.0] [batch_t 0.564 (0.443)] [data_t 0.015] [optim_t 0.549] [lr 0.001770] [CE 4.046 (4.120)] [KD 3.093 (3.026)] +2024-10-17 21:40:19,138 - Train: 44.51% [556850/1251000] [445.1/1000.0] [batch_t 0.451 (0.443)] [data_t 0.015] [optim_t 0.436] [lr 0.001770] [CE 4.105 (4.128)] [KD 2.924 (3.065)] +2024-10-17 21:40:40,330 - Train: 44.52% [556900/1251000] [445.2/1000.0] [batch_t 0.403 (0.424)] [data_t 0.015] [optim_t 0.387] [lr 0.001770] [CE 4.072 (4.158)] [KD 3.178 (3.039)] +2024-10-17 21:41:02,492 - Train: 44.52% [556950/1251000] [445.2/1000.0] [batch_t 0.448 (0.443)] [data_t 0.015] [optim_t 0.432] [lr 0.001769] [CE 3.808 (4.132)] [KD 3.113 (3.034)] +2024-10-17 21:41:24,972 - Train: 44.52% [557000/1251000] [445.2/1000.0] [batch_t 0.442 (0.449)] [data_t 0.015] [optim_t 0.426] [lr 0.001769] [CE 4.247 (4.253)] [KD 3.145 (3.148)] +2024-10-17 21:41:47,186 - Train: 44.53% [557050/1251000] [445.3/1000.0] [batch_t 0.433 (0.444)] [data_t 0.015] [optim_t 0.418] [lr 0.001769] [CE 4.257 (4.158)] [KD 2.963 (3.033)] +2024-10-17 21:42:09,832 - Train: 44.53% [557100/1251000] [445.3/1000.0] [batch_t 0.480 (0.453)] [data_t 0.015] [optim_t 0.464] [lr 0.001769] [CE 4.744 (4.166)] [KD 3.220 (3.028)] +2024-10-17 21:42:32,303 - Train: 44.54% [557150/1251000] [445.4/1000.0] [batch_t 0.474 (0.449)] [data_t 0.015] [optim_t 0.459] [lr 0.001769] [CE 4.560 (4.167)] [KD 3.325 (3.071)] +2024-10-17 21:42:54,821 - Train: 44.54% [557200/1251000] [445.4/1000.0] [batch_t 0.440 (0.450)] [data_t 0.015] [optim_t 0.425] [lr 0.001768] [CE 4.626 (4.127)] [KD 3.294 (3.079)] +2024-10-17 21:43:16,881 - Train: 44.54% [557250/1251000] [445.4/1000.0] [batch_t 0.428 (0.441)] [data_t 0.015] [optim_t 0.412] [lr 0.001768] [CE 3.969 (4.140)] [KD 2.904 (3.007)] +2024-10-17 21:43:39,227 - Train: 44.55% [557300/1251000] [445.5/1000.0] [batch_t 0.510 (0.447)] [data_t 0.015] [optim_t 0.494] [lr 0.001768] [CE 4.153 (4.187)] [KD 3.283 (3.077)] +2024-10-17 21:43:59,868 - Train: 44.55% [557350/1251000] [445.5/1000.0] [batch_t 0.400 (0.413)] [data_t 0.015] [optim_t 0.385] [lr 0.001768] [CE 3.910 (4.177)] [KD 2.822 (3.057)] +2024-10-17 21:44:21,186 - Train: 44.56% [557400/1251000] [445.6/1000.0] [batch_t 0.500 (0.426)] [data_t 0.015] [optim_t 0.485] [lr 0.001768] [CE 3.860 (4.121)] [KD 2.903 (3.045)] +2024-10-17 21:44:42,326 - Train: 44.56% [557450/1251000] [445.6/1000.0] [batch_t 0.361 (0.423)] [data_t 0.016] [optim_t 0.345] [lr 0.001768] [CE 3.974 (4.225)] [KD 2.893 (3.057)] +2024-10-17 21:45:03,591 - Train: 44.56% [557500/1251000] [445.6/1000.0] [batch_t 0.434 (0.425)] [data_t 0.015] [optim_t 0.419] [lr 0.001767] [CE 3.719 (4.138)] [KD 2.806 (3.034)] +2024-10-17 21:45:25,672 - Train: 44.57% [557550/1251000] [445.7/1000.0] [batch_t 0.455 (0.442)] [data_t 0.015] [optim_t 0.440] [lr 0.001767] [CE 4.035 (4.207)] [KD 2.887 (3.060)] +2024-10-17 21:45:47,627 - Train: 44.57% [557600/1251000] [445.7/1000.0] [batch_t 0.387 (0.439)] [data_t 0.015] [optim_t 0.372] [lr 0.001767] [CE 4.008 (4.240)] [KD 3.083 (3.098)] +2024-10-17 21:46:09,073 - Train: 44.58% [557650/1251000] [445.8/1000.0] [batch_t 0.553 (0.429)] [data_t 0.015] [optim_t 0.538] [lr 0.001767] [CE 3.930 (4.183)] [KD 3.272 (3.080)] +2024-10-17 21:46:30,497 - Train: 44.58% [557700/1251000] [445.8/1000.0] [batch_t 0.395 (0.428)] [data_t 0.015] [optim_t 0.380] [lr 0.001767] [CE 3.634 (4.132)] [KD 2.686 (3.044)] +2024-10-17 21:46:51,993 - Train: 44.58% [557750/1251000] [445.8/1000.0] [batch_t 0.443 (0.430)] [data_t 0.015] [optim_t 0.427] [lr 0.001766] [CE 4.003 (4.200)] [KD 2.987 (3.067)] +2024-10-17 21:47:13,214 - Train: 44.59% [557800/1251000] [445.9/1000.0] [batch_t 0.404 (0.424)] [data_t 0.015] [optim_t 0.389] [lr 0.001766] [CE 4.253 (4.100)] [KD 3.218 (3.002)] +2024-10-17 21:47:34,858 - Train: 44.59% [557850/1251000] [445.9/1000.0] [batch_t 0.463 (0.433)] [data_t 0.015] [optim_t 0.447] [lr 0.001766] [CE 4.406 (4.180)] [KD 3.205 (3.114)] +2024-10-17 21:47:56,683 - Train: 44.60% [557900/1251000] [446.0/1000.0] [batch_t 0.503 (0.436)] [data_t 0.015] [optim_t 0.488] [lr 0.001766] [CE 4.170 (4.194)] [KD 2.941 (3.095)] +2024-10-17 21:48:37,512 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 38539] [top5_cnt 46938] [top_all 50000] +2024-10-17 21:48:37,513 - net: 77.078 (93.876) +2024-10-17 21:48:58,923 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40343] [top5_cnt 47757] [top_all 50000] +2024-10-17 21:48:58,924 - net_E: 80.686 (95.514) +2024-10-17 21:48:59,102 - Max [top1: 77.078 (epoch: 446)] [top1-ema: 80.686 (epoch: 446)] +2024-10-17 21:48:59,103 - ==> Total time: 2 days, 22:07:07 Eta: 3 days, 15:05:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 21:49:10,915 - Train: 44.60% [557950/1251000] [446.0/1000.0] [batch_t 0.362 (0.873)] [data_t 0.015] [optim_t 0.346] [lr 0.001766] [CE 4.273 (4.325)] [KD 3.148 (3.027)] +2024-10-17 21:49:30,495 - Train: 44.60% [558000/1251000] [446.0/1000.0] [batch_t 0.360 (0.391)] [data_t 0.016] [optim_t 0.345] [lr 0.001766] [CE 4.747 (4.188)] [KD 3.542 (2.984)] +2024-10-17 21:49:52,151 - Train: 44.61% [558050/1251000] [446.1/1000.0] [batch_t 0.369 (0.433)] [data_t 0.015] [optim_t 0.354] [lr 0.001765] [CE 4.554 (4.103)] [KD 3.103 (3.019)] +2024-10-17 21:50:13,478 - Train: 44.61% [558100/1251000] [446.1/1000.0] [batch_t 0.407 (0.426)] [data_t 0.015] [optim_t 0.392] [lr 0.001765] [CE 3.740 (4.141)] [KD 2.893 (3.005)] +2024-10-17 21:50:35,538 - Train: 44.62% [558150/1251000] [446.2/1000.0] [batch_t 0.410 (0.441)] [data_t 0.015] [optim_t 0.395] [lr 0.001765] [CE 3.977 (4.236)] [KD 2.996 (3.060)] +2024-10-17 21:50:56,872 - Train: 44.62% [558200/1251000] [446.2/1000.0] [batch_t 0.416 (0.427)] [data_t 0.015] [optim_t 0.400] [lr 0.001765] [CE 4.376 (4.181)] [KD 2.968 (3.050)] +2024-10-17 21:51:18,107 - Train: 44.62% [558250/1251000] [446.2/1000.0] [batch_t 0.521 (0.425)] [data_t 0.015] [optim_t 0.506] [lr 0.001765] [CE 4.226 (4.161)] [KD 3.138 (3.046)] +2024-10-17 21:51:39,687 - Train: 44.63% [558300/1251000] [446.3/1000.0] [batch_t 0.418 (0.431)] [data_t 0.015] [optim_t 0.403] [lr 0.001764] [CE 4.821 (4.130)] [KD 3.464 (3.006)] +2024-10-17 21:52:01,796 - Train: 44.63% [558350/1251000] [446.3/1000.0] [batch_t 0.450 (0.442)] [data_t 0.015] [optim_t 0.435] [lr 0.001764] [CE 4.151 (4.214)] [KD 3.051 (3.076)] +2024-10-17 21:52:23,975 - Train: 44.64% [558400/1251000] [446.4/1000.0] [batch_t 0.507 (0.443)] [data_t 0.016] [optim_t 0.491] [lr 0.001764] [CE 3.648 (4.168)] [KD 2.829 (3.068)] +2024-10-17 21:52:45,779 - Train: 44.64% [558450/1251000] [446.4/1000.0] [batch_t 0.437 (0.436)] [data_t 0.015] [optim_t 0.422] [lr 0.001764] [CE 3.819 (4.209)] [KD 2.950 (3.068)] +2024-10-17 21:53:07,538 - Train: 44.64% [558500/1251000] [446.4/1000.0] [batch_t 0.440 (0.435)] [data_t 0.015] [optim_t 0.425] [lr 0.001764] [CE 3.579 (4.112)] [KD 2.664 (3.040)] +2024-10-17 21:53:29,507 - Train: 44.65% [558550/1251000] [446.5/1000.0] [batch_t 0.424 (0.439)] [data_t 0.015] [optim_t 0.408] [lr 0.001764] [CE 4.472 (4.253)] [KD 3.352 (3.139)] +2024-10-17 21:53:50,666 - Train: 44.65% [558600/1251000] [446.5/1000.0] [batch_t 0.388 (0.423)] [data_t 0.015] [optim_t 0.373] [lr 0.001763] [CE 4.474 (4.159)] [KD 3.052 (3.036)] +2024-10-17 21:54:11,729 - Train: 44.66% [558650/1251000] [446.6/1000.0] [batch_t 0.408 (0.421)] [data_t 0.015] [optim_t 0.392] [lr 0.001763] [CE 4.545 (4.160)] [KD 3.198 (3.031)] +2024-10-17 21:54:32,962 - Train: 44.66% [558700/1251000] [446.6/1000.0] [batch_t 0.427 (0.425)] [data_t 0.016] [optim_t 0.412] [lr 0.001763] [CE 4.729 (4.098)] [KD 3.572 (3.058)] +2024-10-17 21:54:53,959 - Train: 44.66% [558750/1251000] [446.6/1000.0] [batch_t 0.423 (0.420)] [data_t 0.015] [optim_t 0.408] [lr 0.001763] [CE 4.055 (4.142)] [KD 2.918 (3.048)] +2024-10-17 21:55:15,042 - Train: 44.67% [558800/1251000] [446.7/1000.0] [batch_t 0.399 (0.422)] [data_t 0.015] [optim_t 0.384] [lr 0.001763] [CE 4.202 (4.151)] [KD 3.154 (3.049)] +2024-10-17 21:55:36,366 - Train: 44.67% [558850/1251000] [446.7/1000.0] [batch_t 0.427 (0.426)] [data_t 0.015] [optim_t 0.412] [lr 0.001762] [CE 3.770 (4.150)] [KD 2.769 (3.029)] +2024-10-17 21:55:57,674 - Train: 44.68% [558900/1251000] [446.8/1000.0] [batch_t 0.441 (0.426)] [data_t 0.015] [optim_t 0.426] [lr 0.001762] [CE 4.312 (4.149)] [KD 3.165 (3.039)] +2024-10-17 21:56:19,576 - Train: 44.68% [558950/1251000] [446.8/1000.0] [batch_t 0.431 (0.438)] [data_t 0.087] [optim_t 0.344] [lr 0.001762] [CE 4.290 (4.101)] [KD 3.270 (3.031)] +2024-10-17 21:56:40,690 - Train: 44.68% [559000/1251000] [446.8/1000.0] [batch_t 0.383 (0.422)] [data_t 0.038] [optim_t 0.345] [lr 0.001762] [CE 3.948 (4.208)] [KD 2.820 (3.078)] +2024-10-17 21:57:01,943 - Train: 44.69% [559050/1251000] [446.9/1000.0] [batch_t 0.393 (0.425)] [data_t 0.048] [optim_t 0.345] [lr 0.001762] [CE 4.070 (4.143)] [KD 2.803 (3.017)] +2024-10-17 21:57:23,175 - Train: 44.69% [559100/1251000] [446.9/1000.0] [batch_t 0.455 (0.425)] [data_t 0.015] [optim_t 0.440] [lr 0.001761] [CE 4.290 (4.160)] [KD 3.099 (3.034)] +2024-10-17 21:57:45,149 - Train: 44.70% [559150/1251000] [447.0/1000.0] [batch_t 0.359 (0.439)] [data_t 0.015] [optim_t 0.343] [lr 0.001761] [CE 3.978 (4.093)] [KD 2.947 (3.033)] +2024-10-17 21:58:25,974 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 38627] [top5_cnt 46982] [top_all 50000] +2024-10-17 21:58:25,974 - net: 77.254 (93.964) +2024-10-17 21:58:47,099 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 40384] [top5_cnt 47757] [top_all 50000] +2024-10-17 21:58:47,100 - net_E: 80.768 (95.514) +2024-10-17 21:58:47,250 - Max [top1: 77.254 (epoch: 447)] [top1-ema: 80.768 (epoch: 447)] +2024-10-17 21:58:47,251 - ==> Total time: 2 days, 22:16:55 Eta: 3 days, 14:56:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 21:58:57,579 - Train: 44.70% [559200/1251000] [447.0/1000.0] [batch_t 0.362 (0.938)] [data_t 0.015] [optim_t 0.346] [lr 0.001761] [CE 3.817 (3.928)] [KD 2.905 (2.920)] +2024-10-17 21:59:17,539 - Train: 44.70% [559250/1251000] [447.0/1000.0] [batch_t 0.408 (0.399)] [data_t 0.066] [optim_t 0.341] [lr 0.001761] [CE 4.127 (4.130)] [KD 3.128 (3.018)] +2024-10-17 21:59:38,418 - Train: 44.71% [559300/1251000] [447.1/1000.0] [batch_t 0.441 (0.417)] [data_t 0.100] [optim_t 0.341] [lr 0.001761] [CE 3.979 (4.121)] [KD 2.976 (3.024)] +2024-10-17 21:59:59,867 - Train: 44.71% [559350/1251000] [447.1/1000.0] [batch_t 0.451 (0.429)] [data_t 0.109] [optim_t 0.343] [lr 0.001761] [CE 3.917 (4.130)] [KD 3.015 (3.034)] +2024-10-17 22:00:21,063 - Train: 44.72% [559400/1251000] [447.2/1000.0] [batch_t 0.430 (0.424)] [data_t 0.091] [optim_t 0.340] [lr 0.001760] [CE 4.122 (4.110)] [KD 3.045 (3.007)] +2024-10-17 22:00:42,358 - Train: 44.72% [559450/1251000] [447.2/1000.0] [batch_t 0.393 (0.426)] [data_t 0.050] [optim_t 0.343] [lr 0.001760] [CE 4.337 (4.211)] [KD 3.213 (3.052)] +2024-10-17 22:01:04,139 - Train: 44.72% [559500/1251000] [447.2/1000.0] [batch_t 0.376 (0.436)] [data_t 0.015] [optim_t 0.360] [lr 0.001760] [CE 3.612 (4.223)] [KD 2.723 (3.042)] +2024-10-17 22:01:26,130 - Train: 44.73% [559550/1251000] [447.3/1000.0] [batch_t 0.435 (0.440)] [data_t 0.015] [optim_t 0.419] [lr 0.001760] [CE 4.740 (4.164)] [KD 3.603 (3.042)] +2024-10-17 22:01:48,331 - Train: 44.73% [559600/1251000] [447.3/1000.0] [batch_t 0.458 (0.444)] [data_t 0.015] [optim_t 0.443] [lr 0.001760] [CE 4.687 (4.167)] [KD 3.288 (3.024)] +2024-10-17 22:02:09,937 - Train: 44.74% [559650/1251000] [447.4/1000.0] [batch_t 0.477 (0.432)] [data_t 0.015] [optim_t 0.462] [lr 0.001759] [CE 3.813 (4.089)] [KD 3.105 (2.985)] +2024-10-17 22:02:31,732 - Train: 44.74% [559700/1251000] [447.4/1000.0] [batch_t 0.444 (0.436)] [data_t 0.015] [optim_t 0.429] [lr 0.001759] [CE 4.286 (4.159)] [KD 3.039 (3.028)] +2024-10-17 22:02:53,632 - Train: 44.74% [559750/1251000] [447.4/1000.0] [batch_t 0.485 (0.438)] [data_t 0.015] [optim_t 0.470] [lr 0.001759] [CE 4.109 (4.126)] [KD 3.006 (3.061)] +2024-10-17 22:03:15,370 - Train: 44.75% [559800/1251000] [447.5/1000.0] [batch_t 0.394 (0.435)] [data_t 0.015] [optim_t 0.378] [lr 0.001759] [CE 4.242 (4.162)] [KD 2.965 (3.031)] +2024-10-17 22:03:36,348 - Train: 44.75% [559850/1251000] [447.5/1000.0] [batch_t 0.373 (0.419)] [data_t 0.016] [optim_t 0.358] [lr 0.001759] [CE 4.234 (4.190)] [KD 3.155 (3.054)] +2024-10-17 22:03:57,561 - Train: 44.76% [559900/1251000] [447.6/1000.0] [batch_t 0.376 (0.424)] [data_t 0.015] [optim_t 0.360] [lr 0.001759] [CE 4.021 (4.194)] [KD 3.076 (3.107)] +2024-10-17 22:04:18,621 - Train: 44.76% [559950/1251000] [447.6/1000.0] [batch_t 0.389 (0.421)] [data_t 0.015] [optim_t 0.373] [lr 0.001758] [CE 4.079 (4.150)] [KD 3.048 (3.004)] +2024-10-17 22:04:40,165 - Train: 44.76% [560000/1251000] [447.6/1000.0] [batch_t 0.410 (0.431)] [data_t 0.068] [optim_t 0.342] [lr 0.001758] [CE 3.705 (4.147)] [KD 2.997 (2.998)] +2024-10-17 22:05:01,786 - Train: 44.77% [560050/1251000] [447.7/1000.0] [batch_t 0.446 (0.432)] [data_t 0.105] [optim_t 0.340] [lr 0.001758] [CE 4.582 (4.178)] [KD 3.137 (3.053)] +2024-10-17 22:05:23,477 - Train: 44.77% [560100/1251000] [447.7/1000.0] [batch_t 0.424 (0.434)] [data_t 0.016] [optim_t 0.409] [lr 0.001758] [CE 4.071 (4.189)] [KD 2.989 (3.083)] +2024-10-17 22:05:44,914 - Train: 44.78% [560150/1251000] [447.8/1000.0] [batch_t 0.464 (0.429)] [data_t 0.016] [optim_t 0.448] [lr 0.001758] [CE 3.982 (4.167)] [KD 2.952 (3.073)] +2024-10-17 22:06:06,644 - Train: 44.78% [560200/1251000] [447.8/1000.0] [batch_t 0.443 (0.434)] [data_t 0.016] [optim_t 0.428] [lr 0.001757] [CE 4.224 (4.097)] [KD 2.957 (3.004)] +2024-10-17 22:06:28,593 - Train: 44.78% [560250/1251000] [447.8/1000.0] [batch_t 0.433 (0.439)] [data_t 0.015] [optim_t 0.418] [lr 0.001757] [CE 3.828 (4.199)] [KD 2.920 (3.055)] +2024-10-17 22:06:50,795 - Train: 44.79% [560300/1251000] [447.9/1000.0] [batch_t 0.383 (0.444)] [data_t 0.015] [optim_t 0.367] [lr 0.001757] [CE 3.923 (4.139)] [KD 2.958 (2.994)] +2024-10-17 22:07:12,725 - Train: 44.79% [560350/1251000] [447.9/1000.0] [batch_t 0.405 (0.439)] [data_t 0.015] [optim_t 0.390] [lr 0.001757] [CE 3.940 (4.128)] [KD 2.744 (3.015)] +2024-10-17 22:07:34,547 - Train: 44.80% [560400/1251000] [448.0/1000.0] [batch_t 0.462 (0.436)] [data_t 0.015] [optim_t 0.447] [lr 0.001757] [CE 4.243 (4.192)] [KD 2.886 (3.053)] +2024-10-17 22:08:15,547 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 38517] [top5_cnt 46843] [top_all 50000] +2024-10-17 22:08:15,548 - net: 77.034 (93.686) +2024-10-17 22:08:37,125 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 40395] [top5_cnt 47765] [top_all 50000] +2024-10-17 22:08:37,126 - net_E: 80.790 (95.530) +2024-10-17 22:08:37,279 - Max [top1: 77.254 (epoch: 447)] [top1-ema: 80.790 (epoch: 448)] +2024-10-17 22:08:37,279 - ==> Total time: 2 days, 22:26:45 Eta: 3 days, 14:47:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 22:08:46,321 - Train: 44.80% [560450/1251000] [448.0/1000.0] [batch_t 1.107 (2.138)] [data_t 0.766] [optim_t 0.341] [lr 0.001757] [CE 4.549 (4.369)] [KD 3.276 (3.221)] +2024-10-17 22:09:05,245 - Train: 44.80% [560500/1251000] [448.0/1000.0] [batch_t 0.361 (0.378)] [data_t 0.015] [optim_t 0.346] [lr 0.001756] [CE 3.950 (4.143)] [KD 2.831 (2.991)] +2024-10-17 22:09:27,791 - Train: 44.81% [560550/1251000] [448.1/1000.0] [batch_t 0.496 (0.451)] [data_t 0.015] [optim_t 0.481] [lr 0.001756] [CE 3.934 (4.144)] [KD 3.052 (3.056)] +2024-10-17 22:09:49,820 - Train: 44.81% [560600/1251000] [448.1/1000.0] [batch_t 0.455 (0.440)] [data_t 0.015] [optim_t 0.440] [lr 0.001756] [CE 3.749 (4.100)] [KD 3.011 (3.010)] +2024-10-17 22:10:10,528 - Train: 44.82% [560650/1251000] [448.2/1000.0] [batch_t 0.421 (0.414)] [data_t 0.015] [optim_t 0.406] [lr 0.001756] [CE 4.073 (4.087)] [KD 3.086 (3.009)] +2024-10-17 22:10:31,543 - Train: 44.82% [560700/1251000] [448.2/1000.0] [batch_t 0.402 (0.420)] [data_t 0.062] [optim_t 0.340] [lr 0.001756] [CE 4.323 (4.169)] [KD 3.026 (3.038)] +2024-10-17 22:10:52,253 - Train: 44.82% [560750/1251000] [448.2/1000.0] [batch_t 0.454 (0.414)] [data_t 0.111] [optim_t 0.343] [lr 0.001755] [CE 3.843 (4.202)] [KD 2.650 (3.066)] +2024-10-17 22:11:12,846 - Train: 44.83% [560800/1251000] [448.3/1000.0] [batch_t 0.428 (0.412)] [data_t 0.086] [optim_t 0.343] [lr 0.001755] [CE 3.848 (4.133)] [KD 3.015 (3.059)] +2024-10-17 22:11:33,951 - Train: 44.83% [560850/1251000] [448.3/1000.0] [batch_t 0.442 (0.422)] [data_t 0.015] [optim_t 0.426] [lr 0.001755] [CE 4.098 (4.212)] [KD 3.153 (3.056)] +2024-10-17 22:11:55,771 - Train: 44.84% [560900/1251000] [448.4/1000.0] [batch_t 0.428 (0.436)] [data_t 0.016] [optim_t 0.412] [lr 0.001755] [CE 4.057 (4.142)] [KD 2.936 (3.045)] +2024-10-17 22:12:17,315 - Train: 44.84% [560950/1251000] [448.4/1000.0] [batch_t 0.454 (0.431)] [data_t 0.016] [optim_t 0.438] [lr 0.001755] [CE 4.292 (4.156)] [KD 2.953 (3.050)] +2024-10-17 22:12:38,589 - Train: 44.84% [561000/1251000] [448.4/1000.0] [batch_t 0.410 (0.425)] [data_t 0.016] [optim_t 0.394] [lr 0.001754] [CE 4.341 (4.130)] [KD 3.008 (3.016)] +2024-10-17 22:12:58,891 - Train: 44.85% [561050/1251000] [448.5/1000.0] [batch_t 0.408 (0.406)] [data_t 0.015] [optim_t 0.393] [lr 0.001754] [CE 4.591 (4.159)] [KD 3.017 (3.032)] +2024-10-17 22:13:19,957 - Train: 44.85% [561100/1251000] [448.5/1000.0] [batch_t 0.382 (0.421)] [data_t 0.015] [optim_t 0.366] [lr 0.001754] [CE 4.548 (4.149)] [KD 3.185 (3.059)] +2024-10-17 22:13:41,428 - Train: 44.86% [561150/1251000] [448.6/1000.0] [batch_t 0.462 (0.429)] [data_t 0.016] [optim_t 0.446] [lr 0.001754] [CE 4.388 (4.092)] [KD 3.017 (2.984)] +2024-10-17 22:14:03,067 - Train: 44.86% [561200/1251000] [448.6/1000.0] [batch_t 0.484 (0.433)] [data_t 0.015] [optim_t 0.468] [lr 0.001754] [CE 4.467 (4.110)] [KD 3.156 (3.035)] +2024-10-17 22:14:25,054 - Train: 44.86% [561250/1251000] [448.6/1000.0] [batch_t 0.452 (0.440)] [data_t 0.015] [optim_t 0.437] [lr 0.001754] [CE 4.485 (4.129)] [KD 3.045 (3.013)] +2024-10-17 22:14:45,473 - Train: 44.87% [561300/1251000] [448.7/1000.0] [batch_t 0.496 (0.408)] [data_t 0.016] [optim_t 0.481] [lr 0.001753] [CE 4.238 (4.038)] [KD 2.869 (2.967)] +2024-10-17 22:15:07,235 - Train: 44.87% [561350/1251000] [448.7/1000.0] [batch_t 0.477 (0.435)] [data_t 0.016] [optim_t 0.462] [lr 0.001753] [CE 4.251 (4.243)] [KD 3.128 (3.081)] +2024-10-17 22:15:29,117 - Train: 44.88% [561400/1251000] [448.8/1000.0] [batch_t 0.492 (0.438)] [data_t 0.015] [optim_t 0.477] [lr 0.001753] [CE 4.084 (4.108)] [KD 3.091 (3.035)] +2024-10-17 22:15:51,112 - Train: 44.88% [561450/1251000] [448.8/1000.0] [batch_t 0.422 (0.440)] [data_t 0.015] [optim_t 0.406] [lr 0.001753] [CE 3.585 (4.108)] [KD 2.766 (2.999)] +2024-10-17 22:16:11,443 - Train: 44.88% [561500/1251000] [448.8/1000.0] [batch_t 0.385 (0.407)] [data_t 0.016] [optim_t 0.369] [lr 0.001753] [CE 3.716 (4.200)] [KD 2.973 (3.074)] +2024-10-17 22:16:32,288 - Train: 44.89% [561550/1251000] [448.9/1000.0] [batch_t 0.461 (0.417)] [data_t 0.016] [optim_t 0.445] [lr 0.001752] [CE 3.786 (4.147)] [KD 2.976 (3.049)] +2024-10-17 22:16:53,015 - Train: 44.89% [561600/1251000] [448.9/1000.0] [batch_t 0.496 (0.414)] [data_t 0.016] [optim_t 0.480] [lr 0.001752] [CE 4.497 (4.180)] [KD 3.243 (3.063)] +2024-10-17 22:17:15,396 - Train: 44.90% [561650/1251000] [449.0/1000.0] [batch_t 0.454 (0.447)] [data_t 0.016] [optim_t 0.439] [lr 0.001752] [CE 3.812 (4.048)] [KD 2.885 (2.970)] +2024-10-17 22:17:57,426 - Test (net): 100.00% [50/50] [batch_t 0.209 (0.421)] [top1_cnt 38508] [top5_cnt 46887] [top_all 50000] +2024-10-17 22:17:57,426 - net: 77.016 (93.774) +2024-10-17 22:18:19,320 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.432)] [top1_cnt 40392] [top5_cnt 47752] [top_all 50000] +2024-10-17 22:18:19,321 - net_E: 80.784 (95.504) +2024-10-17 22:18:19,475 - Max [top1: 77.254 (epoch: 447)] [top1-ema: 80.790 (epoch: 448)] +2024-10-17 22:18:19,475 - ==> Total time: 2 days, 22:36:28 Eta: 3 days, 14:38:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 22:18:25,427 - Train: 44.90% [561700/1251000] [449.0/1000.0] [batch_t 4.238 (4.238)] [data_t 3.147] [optim_t 1.091] [lr 0.001752] [CE 4.353 (4.353)] [KD 3.082 (3.082)] +2024-10-17 22:18:46,292 - Train: 44.90% [561750/1251000] [449.0/1000.0] [batch_t 0.398 (0.417)] [data_t 0.015] [optim_t 0.382] [lr 0.001752] [CE 3.974 (4.166)] [KD 3.123 (3.063)] +2024-10-17 22:19:07,668 - Train: 44.91% [561800/1251000] [449.1/1000.0] [batch_t 0.593 (0.427)] [data_t 0.015] [optim_t 0.578] [lr 0.001752] [CE 4.031 (4.193)] [KD 2.912 (3.060)] +2024-10-17 22:19:29,866 - Train: 44.91% [561850/1251000] [449.1/1000.0] [batch_t 0.475 (0.444)] [data_t 0.016] [optim_t 0.460] [lr 0.001751] [CE 3.867 (4.133)] [KD 2.762 (3.001)] +2024-10-17 22:19:51,578 - Train: 44.92% [561900/1251000] [449.2/1000.0] [batch_t 0.465 (0.434)] [data_t 0.015] [optim_t 0.450] [lr 0.001751] [CE 3.826 (4.141)] [KD 2.795 (2.990)] +2024-10-17 22:20:13,808 - Train: 44.92% [561950/1251000] [449.2/1000.0] [batch_t 0.421 (0.444)] [data_t 0.015] [optim_t 0.405] [lr 0.001751] [CE 4.161 (4.165)] [KD 2.957 (3.015)] +2024-10-17 22:20:35,309 - Train: 44.92% [562000/1251000] [449.2/1000.0] [batch_t 0.399 (0.430)] [data_t 0.015] [optim_t 0.384] [lr 0.001751] [CE 4.060 (4.164)] [KD 3.111 (3.007)] +2024-10-17 22:20:57,436 - Train: 44.93% [562050/1251000] [449.3/1000.0] [batch_t 0.435 (0.442)] [data_t 0.015] [optim_t 0.420] [lr 0.001751] [CE 4.169 (4.120)] [KD 3.075 (3.032)] +2024-10-17 22:21:19,426 - Train: 44.93% [562100/1251000] [449.3/1000.0] [batch_t 0.415 (0.440)] [data_t 0.015] [optim_t 0.400] [lr 0.001750] [CE 3.800 (4.219)] [KD 2.991 (3.056)] +2024-10-17 22:21:41,086 - Train: 44.94% [562150/1251000] [449.4/1000.0] [batch_t 0.413 (0.433)] [data_t 0.015] [optim_t 0.397] [lr 0.001750] [CE 4.488 (4.227)] [KD 3.339 (3.102)] +2024-10-17 22:22:02,598 - Train: 44.94% [562200/1251000] [449.4/1000.0] [batch_t 0.432 (0.430)] [data_t 0.015] [optim_t 0.417] [lr 0.001750] [CE 3.687 (4.217)] [KD 2.746 (3.072)] +2024-10-17 22:22:23,394 - Train: 44.94% [562250/1251000] [449.4/1000.0] [batch_t 0.402 (0.416)] [data_t 0.015] [optim_t 0.386] [lr 0.001750] [CE 4.492 (4.152)] [KD 3.301 (3.031)] +2024-10-17 22:22:44,439 - Train: 44.95% [562300/1251000] [449.5/1000.0] [batch_t 0.417 (0.421)] [data_t 0.015] [optim_t 0.401] [lr 0.001750] [CE 3.941 (4.160)] [KD 3.054 (3.020)] +2024-10-17 22:23:05,561 - Train: 44.95% [562350/1251000] [449.5/1000.0] [batch_t 0.465 (0.422)] [data_t 0.015] [optim_t 0.449] [lr 0.001750] [CE 3.782 (4.098)] [KD 3.151 (3.020)] +2024-10-17 22:23:27,052 - Train: 44.96% [562400/1251000] [449.6/1000.0] [batch_t 0.451 (0.430)] [data_t 0.015] [optim_t 0.436] [lr 0.001749] [CE 4.618 (4.142)] [KD 3.271 (3.058)] +2024-10-17 22:23:48,837 - Train: 44.96% [562450/1251000] [449.6/1000.0] [batch_t 0.500 (0.436)] [data_t 0.015] [optim_t 0.484] [lr 0.001749] [CE 4.317 (4.189)] [KD 3.024 (3.021)] +2024-10-17 22:24:10,707 - Train: 44.96% [562500/1251000] [449.6/1000.0] [batch_t 0.382 (0.437)] [data_t 0.015] [optim_t 0.367] [lr 0.001749] [CE 3.868 (4.121)] [KD 2.922 (3.025)] +2024-10-17 22:24:32,772 - Train: 44.97% [562550/1251000] [449.7/1000.0] [batch_t 0.428 (0.441)] [data_t 0.015] [optim_t 0.413] [lr 0.001749] [CE 4.071 (4.149)] [KD 2.907 (3.063)] +2024-10-17 22:24:54,653 - Train: 44.97% [562600/1251000] [449.7/1000.0] [batch_t 0.409 (0.438)] [data_t 0.016] [optim_t 0.394] [lr 0.001749] [CE 4.364 (4.155)] [KD 3.235 (3.055)] +2024-10-17 22:25:16,363 - Train: 44.98% [562650/1251000] [449.8/1000.0] [batch_t 0.450 (0.434)] [data_t 0.015] [optim_t 0.435] [lr 0.001748] [CE 4.224 (4.163)] [KD 3.069 (3.020)] +2024-10-17 22:25:37,876 - Train: 44.98% [562700/1251000] [449.8/1000.0] [batch_t 0.465 (0.430)] [data_t 0.015] [optim_t 0.449] [lr 0.001748] [CE 4.267 (4.100)] [KD 3.003 (3.025)] +2024-10-17 22:25:58,753 - Train: 44.98% [562750/1251000] [449.8/1000.0] [batch_t 0.450 (0.417)] [data_t 0.016] [optim_t 0.435] [lr 0.001748] [CE 4.664 (4.174)] [KD 3.209 (3.041)] +2024-10-17 22:26:20,629 - Train: 44.99% [562800/1251000] [449.9/1000.0] [batch_t 0.475 (0.437)] [data_t 0.015] [optim_t 0.459] [lr 0.001748] [CE 4.137 (4.105)] [KD 3.022 (3.021)] +2024-10-17 22:26:42,655 - Train: 44.99% [562850/1251000] [449.9/1000.0] [batch_t 0.363 (0.440)] [data_t 0.015] [optim_t 0.348] [lr 0.001748] [CE 3.965 (4.208)] [KD 2.860 (3.085)] +2024-10-17 22:27:04,035 - Train: 45.00% [562900/1251000] [450.0/1000.0] [batch_t 0.359 (0.427)] [data_t 0.015] [optim_t 0.344] [lr 0.001747] [CE 3.877 (4.130)] [KD 2.837 (2.984)] +2024-10-17 22:27:24,011 - Train: 45.00% [562950/1251000] [450.0/1000.0] [batch_t 0.357 (0.399)] [data_t 0.015] [optim_t 0.342] [lr 0.001747] [CE 3.878 (4.189)] [KD 3.049 (3.061)] +2024-10-17 22:27:46,064 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 38446] [top5_cnt 46903] [top_all 50000] +2024-10-17 22:27:46,064 - net: 76.892 (93.806) +2024-10-17 22:28:08,154 - Test (net_E): 100.00% [50/50] [batch_t 0.132 (0.435)] [top1_cnt 40387] [top5_cnt 47754] [top_all 50000] +2024-10-17 22:28:08,155 - net_E: 80.774 (95.508) +2024-10-17 22:28:08,379 - Max [top1: 77.254 (epoch: 447)] [top1-ema: 80.790 (epoch: 448)] +2024-10-17 22:28:08,379 - ==> Total time: 2 days, 22:46:16 Eta: 3 days, 14:29:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 22:28:36,248 - Train: 45.00% [563000/1251000] [450.0/1000.0] [batch_t 0.449 (0.468)] [data_t 0.016] [optim_t 0.434] [lr 0.001747] [CE 4.290 (4.122)] [KD 3.072 (2.982)] +2024-10-17 22:28:59,051 - Train: 45.01% [563050/1251000] [450.1/1000.0] [batch_t 0.425 (0.456)] [data_t 0.015] [optim_t 0.410] [lr 0.001747] [CE 4.088 (4.114)] [KD 3.078 (3.020)] +2024-10-17 22:29:19,837 - Train: 45.01% [563100/1251000] [450.1/1000.0] [batch_t 0.388 (0.416)] [data_t 0.015] [optim_t 0.372] [lr 0.001747] [CE 4.208 (4.195)] [KD 3.077 (3.058)] +2024-10-17 22:29:40,474 - Train: 45.02% [563150/1251000] [450.2/1000.0] [batch_t 0.458 (0.413)] [data_t 0.016] [optim_t 0.442] [lr 0.001747] [CE 4.635 (4.075)] [KD 3.132 (2.988)] +2024-10-17 22:30:01,966 - Train: 45.02% [563200/1251000] [450.2/1000.0] [batch_t 0.533 (0.430)] [data_t 0.015] [optim_t 0.518] [lr 0.001746] [CE 3.814 (4.189)] [KD 2.727 (3.036)] +2024-10-17 22:30:23,786 - Train: 45.02% [563250/1251000] [450.2/1000.0] [batch_t 0.437 (0.436)] [data_t 0.015] [optim_t 0.422] [lr 0.001746] [CE 4.139 (4.171)] [KD 2.967 (3.011)] +2024-10-17 22:30:45,885 - Train: 45.03% [563300/1251000] [450.3/1000.0] [batch_t 0.433 (0.442)] [data_t 0.015] [optim_t 0.417] [lr 0.001746] [CE 3.482 (4.166)] [KD 2.789 (3.040)] +2024-10-17 22:31:07,970 - Train: 45.03% [563350/1251000] [450.3/1000.0] [batch_t 0.453 (0.442)] [data_t 0.016] [optim_t 0.437] [lr 0.001746] [CE 4.240 (4.174)] [KD 3.217 (3.026)] +2024-10-17 22:31:30,260 - Train: 45.04% [563400/1251000] [450.4/1000.0] [batch_t 0.420 (0.446)] [data_t 0.015] [optim_t 0.405] [lr 0.001746] [CE 4.300 (4.145)] [KD 3.340 (3.048)] +2024-10-17 22:31:52,319 - Train: 45.04% [563450/1251000] [450.4/1000.0] [batch_t 0.446 (0.441)] [data_t 0.016] [optim_t 0.430] [lr 0.001745] [CE 3.997 (4.120)] [KD 3.042 (3.023)] +2024-10-17 22:32:12,592 - Train: 45.04% [563500/1251000] [450.4/1000.0] [batch_t 0.423 (0.405)] [data_t 0.016] [optim_t 0.407] [lr 0.001745] [CE 4.258 (4.240)] [KD 3.124 (3.106)] +2024-10-17 22:32:33,980 - Train: 45.05% [563550/1251000] [450.5/1000.0] [batch_t 0.409 (0.428)] [data_t 0.064] [optim_t 0.345] [lr 0.001745] [CE 4.215 (4.201)] [KD 3.003 (3.044)] +2024-10-17 22:32:56,167 - Train: 45.05% [563600/1251000] [450.5/1000.0] [batch_t 0.455 (0.444)] [data_t 0.110] [optim_t 0.344] [lr 0.001745] [CE 4.318 (4.175)] [KD 3.184 (3.052)] +2024-10-17 22:33:17,995 - Train: 45.06% [563650/1251000] [450.6/1000.0] [batch_t 0.374 (0.436)] [data_t 0.027] [optim_t 0.347] [lr 0.001745] [CE 3.902 (4.118)] [KD 3.071 (3.028)] +2024-10-17 22:33:39,894 - Train: 45.06% [563700/1251000] [450.6/1000.0] [batch_t 0.423 (0.438)] [data_t 0.078] [optim_t 0.345] [lr 0.001745] [CE 4.142 (4.187)] [KD 2.855 (3.050)] +2024-10-17 22:34:01,742 - Train: 45.06% [563750/1251000] [450.6/1000.0] [batch_t 0.400 (0.437)] [data_t 0.049] [optim_t 0.350] [lr 0.001744] [CE 4.226 (4.115)] [KD 3.030 (2.988)] +2024-10-17 22:34:23,407 - Train: 45.07% [563800/1251000] [450.7/1000.0] [batch_t 0.459 (0.433)] [data_t 0.114] [optim_t 0.346] [lr 0.001744] [CE 4.132 (4.187)] [KD 3.261 (3.061)] +2024-10-17 22:34:45,290 - Train: 45.07% [563850/1251000] [450.7/1000.0] [batch_t 0.375 (0.438)] [data_t 0.028] [optim_t 0.346] [lr 0.001744] [CE 4.383 (4.197)] [KD 3.371 (3.048)] +2024-10-17 22:35:07,351 - Train: 45.08% [563900/1251000] [450.8/1000.0] [batch_t 0.415 (0.441)] [data_t 0.071] [optim_t 0.344] [lr 0.001744] [CE 4.146 (4.133)] [KD 3.014 (3.034)] +2024-10-17 22:35:29,021 - Train: 45.08% [563950/1251000] [450.8/1000.0] [batch_t 0.429 (0.433)] [data_t 0.085] [optim_t 0.344] [lr 0.001744] [CE 3.952 (4.197)] [KD 2.936 (3.060)] +2024-10-17 22:35:50,957 - Train: 45.08% [564000/1251000] [450.8/1000.0] [batch_t 0.400 (0.439)] [data_t 0.055] [optim_t 0.345] [lr 0.001743] [CE 4.290 (4.109)] [KD 3.116 (2.961)] +2024-10-17 22:36:13,365 - Train: 45.09% [564050/1251000] [450.9/1000.0] [batch_t 0.361 (0.448)] [data_t 0.015] [optim_t 0.345] [lr 0.001743] [CE 4.350 (4.173)] [KD 3.255 (3.041)] +2024-10-17 22:36:35,013 - Train: 45.09% [564100/1251000] [450.9/1000.0] [batch_t 0.451 (0.433)] [data_t 0.105] [optim_t 0.347] [lr 0.001743] [CE 4.376 (4.209)] [KD 2.999 (3.064)] +2024-10-17 22:36:56,347 - Train: 45.10% [564150/1251000] [451.0/1000.0] [batch_t 0.424 (0.427)] [data_t 0.078] [optim_t 0.346] [lr 0.001743] [CE 4.503 (4.149)] [KD 3.208 (3.079)] +2024-10-17 22:37:16,932 - Train: 45.10% [564200/1251000] [451.0/1000.0] [batch_t 0.359 (0.412)] [data_t 0.015] [optim_t 0.343] [lr 0.001743] [CE 4.088 (4.123)] [KD 2.869 (3.020)] +2024-10-17 22:37:39,182 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 38508] [top5_cnt 46933] [top_all 50000] +2024-10-17 22:37:39,182 - net: 77.016 (93.866) +2024-10-17 22:38:01,102 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 40380] [top5_cnt 47737] [top_all 50000] +2024-10-17 22:38:01,103 - net_E: 80.760 (95.474) +2024-10-17 22:38:01,249 - Max [top1: 77.254 (epoch: 447)] [top1-ema: 80.790 (epoch: 448)] +2024-10-17 22:38:01,250 - ==> Total time: 2 days, 22:56:09 Eta: 3 days, 14:21:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 22:38:28,784 - Train: 45.10% [564250/1251000] [451.0/1000.0] [batch_t 0.360 (0.463)] [data_t 0.016] [optim_t 0.344] [lr 0.001743] [CE 3.500 (4.128)] [KD 2.815 (2.973)] +2024-10-17 22:38:50,917 - Train: 45.11% [564300/1251000] [451.1/1000.0] [batch_t 0.509 (0.443)] [data_t 0.016] [optim_t 0.493] [lr 0.001742] [CE 4.307 (4.192)] [KD 3.027 (3.023)] +2024-10-17 22:39:13,262 - Train: 45.11% [564350/1251000] [451.1/1000.0] [batch_t 0.461 (0.447)] [data_t 0.015] [optim_t 0.446] [lr 0.001742] [CE 4.341 (4.151)] [KD 3.124 (3.034)] +2024-10-17 22:39:35,416 - Train: 45.12% [564400/1251000] [451.2/1000.0] [batch_t 0.454 (0.443)] [data_t 0.016] [optim_t 0.438] [lr 0.001742] [CE 3.289 (4.052)] [KD 2.498 (2.919)] +2024-10-17 22:39:57,459 - Train: 45.12% [564450/1251000] [451.2/1000.0] [batch_t 0.465 (0.441)] [data_t 0.015] [optim_t 0.450] [lr 0.001742] [CE 4.550 (4.200)] [KD 3.132 (3.035)] +2024-10-17 22:40:19,279 - Train: 45.12% [564500/1251000] [451.2/1000.0] [batch_t 0.496 (0.436)] [data_t 0.015] [optim_t 0.481] [lr 0.001742] [CE 4.172 (4.224)] [KD 3.021 (3.079)] +2024-10-17 22:40:41,604 - Train: 45.13% [564550/1251000] [451.3/1000.0] [batch_t 0.408 (0.446)] [data_t 0.015] [optim_t 0.393] [lr 0.001741] [CE 4.128 (4.135)] [KD 3.142 (3.038)] +2024-10-17 22:41:03,638 - Train: 45.13% [564600/1251000] [451.3/1000.0] [batch_t 0.363 (0.441)] [data_t 0.017] [optim_t 0.346] [lr 0.001741] [CE 4.601 (4.161)] [KD 3.121 (3.050)] +2024-10-17 22:41:24,812 - Train: 45.14% [564650/1251000] [451.4/1000.0] [batch_t 0.439 (0.423)] [data_t 0.016] [optim_t 0.423] [lr 0.001741] [CE 3.924 (4.162)] [KD 2.737 (3.028)] +2024-10-17 22:41:45,770 - Train: 45.14% [564700/1251000] [451.4/1000.0] [batch_t 0.486 (0.419)] [data_t 0.140] [optim_t 0.346] [lr 0.001741] [CE 4.568 (4.136)] [KD 3.190 (3.039)] +2024-10-17 22:42:07,302 - Train: 45.14% [564750/1251000] [451.4/1000.0] [batch_t 0.428 (0.430)] [data_t 0.083] [optim_t 0.345] [lr 0.001741] [CE 4.377 (4.139)] [KD 2.953 (3.038)] +2024-10-17 22:42:28,865 - Train: 45.15% [564800/1251000] [451.5/1000.0] [batch_t 0.389 (0.431)] [data_t 0.042] [optim_t 0.348] [lr 0.001740] [CE 4.006 (4.090)] [KD 3.017 (3.003)] +2024-10-17 22:42:49,928 - Train: 45.15% [564850/1251000] [451.5/1000.0] [batch_t 0.417 (0.421)] [data_t 0.072] [optim_t 0.345] [lr 0.001740] [CE 4.006 (4.098)] [KD 3.048 (3.011)] +2024-10-17 22:43:11,133 - Train: 45.16% [564900/1251000] [451.6/1000.0] [batch_t 0.389 (0.424)] [data_t 0.046] [optim_t 0.343] [lr 0.001740] [CE 4.352 (4.167)] [KD 3.130 (3.059)] +2024-10-17 22:43:32,255 - Train: 45.16% [564950/1251000] [451.6/1000.0] [batch_t 0.472 (0.422)] [data_t 0.127] [optim_t 0.346] [lr 0.001740] [CE 4.328 (4.258)] [KD 3.226 (3.087)] +2024-10-17 22:43:53,653 - Train: 45.16% [565000/1251000] [451.6/1000.0] [batch_t 0.421 (0.428)] [data_t 0.069] [optim_t 0.353] [lr 0.001740] [CE 4.167 (4.140)] [KD 3.135 (3.056)] +2024-10-17 22:44:14,941 - Train: 45.17% [565050/1251000] [451.7/1000.0] [batch_t 0.415 (0.426)] [data_t 0.068] [optim_t 0.348] [lr 0.001740] [CE 3.891 (4.185)] [KD 2.560 (3.062)] +2024-10-17 22:44:36,464 - Train: 45.17% [565100/1251000] [451.7/1000.0] [batch_t 0.443 (0.430)] [data_t 0.099] [optim_t 0.344] [lr 0.001739] [CE 3.913 (4.137)] [KD 2.937 (3.039)] +2024-10-17 22:44:57,729 - Train: 45.18% [565150/1251000] [451.8/1000.0] [batch_t 0.464 (0.425)] [data_t 0.122] [optim_t 0.342] [lr 0.001739] [CE 3.995 (4.198)] [KD 2.996 (3.075)] +2024-10-17 22:45:19,324 - Train: 45.18% [565200/1251000] [451.8/1000.0] [batch_t 0.519 (0.432)] [data_t 0.173] [optim_t 0.346] [lr 0.001739] [CE 4.405 (4.082)] [KD 3.159 (3.028)] +2024-10-17 22:45:41,363 - Train: 45.18% [565250/1251000] [451.8/1000.0] [batch_t 0.382 (0.441)] [data_t 0.035] [optim_t 0.346] [lr 0.001739] [CE 4.258 (4.198)] [KD 3.094 (3.067)] +2024-10-17 22:46:02,997 - Train: 45.19% [565300/1251000] [451.9/1000.0] [batch_t 0.394 (0.433)] [data_t 0.048] [optim_t 0.346] [lr 0.001739] [CE 4.751 (4.186)] [KD 3.580 (3.045)] +2024-10-17 22:46:24,035 - Train: 45.19% [565350/1251000] [451.9/1000.0] [batch_t 0.424 (0.421)] [data_t 0.080] [optim_t 0.344] [lr 0.001738] [CE 4.107 (4.248)] [KD 3.185 (3.092)] +2024-10-17 22:46:44,969 - Train: 45.20% [565400/1251000] [452.0/1000.0] [batch_t 0.415 (0.419)] [data_t 0.070] [optim_t 0.345] [lr 0.001738] [CE 4.206 (4.172)] [KD 3.182 (3.034)] +2024-10-17 22:47:05,964 - Train: 45.20% [565450/1251000] [452.0/1000.0] [batch_t 0.358 (0.420)] [data_t 0.015] [optim_t 0.343] [lr 0.001738] [CE 4.041 (4.128)] [KD 3.013 (3.032)] +2024-10-17 22:47:28,773 - Test (net): 100.00% [50/50] [batch_t 0.156 (0.437)] [top1_cnt 38643] [top5_cnt 46890] [top_all 50000] +2024-10-17 22:47:28,773 - net: 77.286 (93.780) +2024-10-17 22:47:51,259 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.443)] [top1_cnt 40361] [top5_cnt 47718] [top_all 50000] +2024-10-17 22:47:51,260 - net_E: 80.722 (95.436) +2024-10-17 22:47:51,450 - Max [top1: 77.286 (epoch: 452)] [top1-ema: 80.790 (epoch: 448)] +2024-10-17 22:47:51,451 - ==> Total time: 2 days, 23:06:00 Eta: 3 days, 14:12:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 22:48:18,425 - Train: 45.20% [565500/1251000] [452.0/1000.0] [batch_t 0.541 (0.470)] [data_t 0.016] [optim_t 0.526] [lr 0.001738] [CE 4.167 (4.162)] [KD 2.846 (3.021)] +2024-10-17 22:48:39,743 - Train: 45.21% [565550/1251000] [452.1/1000.0] [batch_t 0.390 (0.426)] [data_t 0.016] [optim_t 0.374] [lr 0.001738] [CE 4.197 (4.171)] [KD 3.111 (2.967)] +2024-10-17 22:49:00,907 - Train: 45.21% [565600/1251000] [452.1/1000.0] [batch_t 0.424 (0.423)] [data_t 0.015] [optim_t 0.408] [lr 0.001738] [CE 4.411 (4.146)] [KD 3.094 (2.989)] +2024-10-17 22:49:22,773 - Train: 45.22% [565650/1251000] [452.2/1000.0] [batch_t 0.482 (0.437)] [data_t 0.015] [optim_t 0.467] [lr 0.001737] [CE 4.099 (4.154)] [KD 2.874 (3.024)] +2024-10-17 22:49:44,393 - Train: 45.22% [565700/1251000] [452.2/1000.0] [batch_t 0.405 (0.432)] [data_t 0.015] [optim_t 0.390] [lr 0.001737] [CE 4.942 (4.187)] [KD 3.529 (3.030)] +2024-10-17 22:50:05,119 - Train: 45.22% [565750/1251000] [452.2/1000.0] [batch_t 0.396 (0.414)] [data_t 0.016] [optim_t 0.380] [lr 0.001737] [CE 3.653 (4.190)] [KD 2.725 (3.046)] +2024-10-17 22:50:25,992 - Train: 45.23% [565800/1251000] [452.3/1000.0] [batch_t 0.382 (0.417)] [data_t 0.015] [optim_t 0.367] [lr 0.001737] [CE 4.432 (4.227)] [KD 3.286 (3.083)] +2024-10-17 22:50:46,952 - Train: 45.23% [565850/1251000] [452.3/1000.0] [batch_t 0.359 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.001737] [CE 4.221 (4.204)] [KD 3.011 (3.051)] +2024-10-17 22:51:07,676 - Train: 45.24% [565900/1251000] [452.4/1000.0] [batch_t 0.453 (0.414)] [data_t 0.015] [optim_t 0.438] [lr 0.001736] [CE 4.514 (4.093)] [KD 3.166 (3.004)] +2024-10-17 22:51:28,999 - Train: 45.24% [565950/1251000] [452.4/1000.0] [batch_t 0.436 (0.426)] [data_t 0.093] [optim_t 0.343] [lr 0.001736] [CE 4.666 (4.190)] [KD 3.408 (3.053)] +2024-10-17 22:51:49,967 - Train: 45.24% [566000/1251000] [452.4/1000.0] [batch_t 0.446 (0.419)] [data_t 0.098] [optim_t 0.348] [lr 0.001736] [CE 4.079 (4.141)] [KD 2.820 (3.013)] +2024-10-17 22:52:11,304 - Train: 45.25% [566050/1251000] [452.5/1000.0] [batch_t 0.365 (0.427)] [data_t 0.016] [optim_t 0.349] [lr 0.001736] [CE 3.737 (4.176)] [KD 2.672 (3.029)] +2024-10-17 22:52:33,783 - Train: 45.25% [566100/1251000] [452.5/1000.0] [batch_t 0.414 (0.449)] [data_t 0.067] [optim_t 0.347] [lr 0.001736] [CE 4.233 (4.124)] [KD 3.179 (3.017)] +2024-10-17 22:52:55,123 - Train: 45.26% [566150/1251000] [452.6/1000.0] [batch_t 0.423 (0.427)] [data_t 0.075] [optim_t 0.348] [lr 0.001736] [CE 4.719 (4.205)] [KD 3.153 (3.060)] +2024-10-17 22:53:16,103 - Train: 45.26% [566200/1251000] [452.6/1000.0] [batch_t 0.423 (0.419)] [data_t 0.080] [optim_t 0.343] [lr 0.001735] [CE 4.318 (4.185)] [KD 3.247 (3.064)] +2024-10-17 22:53:37,084 - Train: 45.26% [566250/1251000] [452.6/1000.0] [batch_t 0.378 (0.420)] [data_t 0.032] [optim_t 0.346] [lr 0.001735] [CE 3.855 (4.172)] [KD 2.895 (3.065)] +2024-10-17 22:53:57,650 - Train: 45.27% [566300/1251000] [452.7/1000.0] [batch_t 0.440 (0.411)] [data_t 0.090] [optim_t 0.349] [lr 0.001735] [CE 3.894 (4.099)] [KD 2.806 (2.998)] +2024-10-17 22:54:18,511 - Train: 45.27% [566350/1251000] [452.7/1000.0] [batch_t 0.411 (0.417)] [data_t 0.015] [optim_t 0.396] [lr 0.001735] [CE 3.880 (4.180)] [KD 2.966 (3.044)] +2024-10-17 22:54:40,042 - Train: 45.28% [566400/1251000] [452.8/1000.0] [batch_t 0.426 (0.431)] [data_t 0.015] [optim_t 0.411] [lr 0.001735] [CE 4.310 (4.160)] [KD 3.159 (3.044)] +2024-10-17 22:55:01,651 - Train: 45.28% [566450/1251000] [452.8/1000.0] [batch_t 0.950 (0.432)] [data_t 0.015] [optim_t 0.934] [lr 0.001734] [CE 3.988 (4.151)] [KD 2.975 (3.045)] +2024-10-17 22:55:22,840 - Train: 45.28% [566500/1251000] [452.8/1000.0] [batch_t 0.422 (0.424)] [data_t 0.015] [optim_t 0.406] [lr 0.001734] [CE 4.352 (4.184)] [KD 3.221 (3.065)] +2024-10-17 22:55:43,424 - Train: 45.29% [566550/1251000] [452.9/1000.0] [batch_t 0.397 (0.412)] [data_t 0.015] [optim_t 0.381] [lr 0.001734] [CE 4.043 (4.136)] [KD 2.994 (3.016)] +2024-10-17 22:56:06,008 - Train: 45.29% [566600/1251000] [452.9/1000.0] [batch_t 0.433 (0.452)] [data_t 0.015] [optim_t 0.418] [lr 0.001734] [CE 3.687 (4.153)] [KD 2.976 (3.023)] +2024-10-17 22:56:27,572 - Train: 45.30% [566650/1251000] [453.0/1000.0] [batch_t 0.427 (0.431)] [data_t 0.015] [optim_t 0.411] [lr 0.001734] [CE 4.055 (4.155)] [KD 2.856 (3.049)] +2024-10-17 22:56:48,073 - Train: 45.30% [566700/1251000] [453.0/1000.0] [batch_t 0.363 (0.410)] [data_t 0.015] [optim_t 0.348] [lr 0.001733] [CE 4.328 (4.149)] [KD 3.131 (3.037)] +2024-10-17 22:57:11,283 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.438)] [top1_cnt 38450] [top5_cnt 46866] [top_all 50000] +2024-10-17 22:57:11,283 - net: 76.900 (93.732) +2024-10-17 22:57:33,477 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 40409] [top5_cnt 47726] [top_all 50000] +2024-10-17 22:57:33,478 - net_E: 80.818 (95.452) +2024-10-17 22:57:33,715 - Max [top1: 77.286 (epoch: 452)] [top1-ema: 80.818 (epoch: 453)] +2024-10-17 22:57:33,716 - ==> Total time: 2 days, 23:15:42 Eta: 3 days, 14:02:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 22:57:59,124 - Train: 45.30% [566750/1251000] [453.0/1000.0] [batch_t 0.359 (0.449)] [data_t 0.015] [optim_t 0.343] [lr 0.001733] [CE 3.779 (4.130)] [KD 2.821 (3.026)] +2024-10-17 22:58:20,303 - Train: 45.31% [566800/1251000] [453.1/1000.0] [batch_t 0.360 (0.423)] [data_t 0.016] [optim_t 0.345] [lr 0.001733] [CE 4.184 (4.166)] [KD 3.042 (2.999)] +2024-10-17 22:58:41,106 - Train: 45.31% [566850/1251000] [453.1/1000.0] [batch_t 0.405 (0.416)] [data_t 0.015] [optim_t 0.390] [lr 0.001733] [CE 4.074 (4.105)] [KD 2.705 (2.980)] +2024-10-17 22:59:01,786 - Train: 45.32% [566900/1251000] [453.2/1000.0] [batch_t 0.381 (0.413)] [data_t 0.015] [optim_t 0.366] [lr 0.001733] [CE 3.949 (4.157)] [KD 3.045 (3.036)] +2024-10-17 22:59:23,596 - Train: 45.32% [566950/1251000] [453.2/1000.0] [batch_t 0.427 (0.436)] [data_t 0.015] [optim_t 0.411] [lr 0.001733] [CE 3.891 (4.178)] [KD 2.908 (3.037)] +2024-10-17 22:59:44,514 - Train: 45.32% [567000/1251000] [453.2/1000.0] [batch_t 0.448 (0.418)] [data_t 0.015] [optim_t 0.432] [lr 0.001732] [CE 4.163 (4.164)] [KD 2.740 (2.981)] +2024-10-17 23:00:05,734 - Train: 45.33% [567050/1251000] [453.3/1000.0] [batch_t 0.415 (0.424)] [data_t 0.015] [optim_t 0.400] [lr 0.001732] [CE 3.931 (4.245)] [KD 2.983 (3.098)] +2024-10-17 23:00:27,034 - Train: 45.33% [567100/1251000] [453.3/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.001732] [CE 4.245 (4.141)] [KD 3.098 (3.035)] +2024-10-17 23:00:48,647 - Train: 45.34% [567150/1251000] [453.4/1000.0] [batch_t 0.469 (0.432)] [data_t 0.015] [optim_t 0.454] [lr 0.001732] [CE 4.114 (4.128)] [KD 3.044 (3.030)] +2024-10-17 23:01:10,151 - Train: 45.34% [567200/1251000] [453.4/1000.0] [batch_t 0.476 (0.430)] [data_t 0.015] [optim_t 0.461] [lr 0.001732] [CE 4.143 (4.160)] [KD 2.937 (3.062)] +2024-10-17 23:01:31,617 - Train: 45.34% [567250/1251000] [453.4/1000.0] [batch_t 0.441 (0.429)] [data_t 0.015] [optim_t 0.426] [lr 0.001731] [CE 3.790 (4.148)] [KD 2.867 (3.055)] +2024-10-17 23:01:52,655 - Train: 45.35% [567300/1251000] [453.5/1000.0] [batch_t 0.396 (0.421)] [data_t 0.015] [optim_t 0.381] [lr 0.001731] [CE 4.348 (4.119)] [KD 3.004 (3.019)] +2024-10-17 23:02:14,520 - Train: 45.35% [567350/1251000] [453.5/1000.0] [batch_t 0.448 (0.437)] [data_t 0.015] [optim_t 0.432] [lr 0.001731] [CE 4.414 (4.149)] [KD 3.323 (3.004)] +2024-10-17 23:02:36,147 - Train: 45.36% [567400/1251000] [453.6/1000.0] [batch_t 0.425 (0.432)] [data_t 0.015] [optim_t 0.409] [lr 0.001731] [CE 4.113 (4.111)] [KD 3.034 (2.989)] +2024-10-17 23:02:57,787 - Train: 45.36% [567450/1251000] [453.6/1000.0] [batch_t 0.395 (0.433)] [data_t 0.015] [optim_t 0.380] [lr 0.001731] [CE 4.466 (4.132)] [KD 3.114 (2.987)] +2024-10-17 23:03:19,235 - Train: 45.36% [567500/1251000] [453.6/1000.0] [batch_t 0.448 (0.429)] [data_t 0.015] [optim_t 0.433] [lr 0.001731] [CE 4.310 (4.133)] [KD 3.226 (3.033)] +2024-10-17 23:03:40,839 - Train: 45.37% [567550/1251000] [453.7/1000.0] [batch_t 0.464 (0.432)] [data_t 0.015] [optim_t 0.449] [lr 0.001730] [CE 3.921 (4.206)] [KD 2.936 (3.068)] +2024-10-17 23:04:01,771 - Train: 45.37% [567600/1251000] [453.7/1000.0] [batch_t 0.404 (0.419)] [data_t 0.015] [optim_t 0.388] [lr 0.001730] [CE 4.307 (4.114)] [KD 3.120 (3.013)] +2024-10-17 23:04:22,977 - Train: 45.38% [567650/1251000] [453.8/1000.0] [batch_t 0.427 (0.424)] [data_t 0.015] [optim_t 0.412] [lr 0.001730] [CE 3.872 (4.208)] [KD 2.867 (3.046)] +2024-10-17 23:04:44,434 - Train: 45.38% [567700/1251000] [453.8/1000.0] [batch_t 0.413 (0.429)] [data_t 0.015] [optim_t 0.397] [lr 0.001730] [CE 4.146 (4.097)] [KD 2.917 (2.950)] +2024-10-17 23:05:06,400 - Train: 45.38% [567750/1251000] [453.8/1000.0] [batch_t 0.491 (0.439)] [data_t 0.015] [optim_t 0.476] [lr 0.001730] [CE 3.914 (4.175)] [KD 2.845 (3.001)] +2024-10-17 23:05:28,172 - Train: 45.39% [567800/1251000] [453.9/1000.0] [batch_t 0.425 (0.435)] [data_t 0.015] [optim_t 0.410] [lr 0.001729] [CE 3.795 (4.072)] [KD 2.750 (2.994)] +2024-10-17 23:05:49,538 - Train: 45.39% [567850/1251000] [453.9/1000.0] [batch_t 0.456 (0.427)] [data_t 0.015] [optim_t 0.441] [lr 0.001729] [CE 3.780 (4.157)] [KD 3.028 (3.084)] +2024-10-17 23:06:10,929 - Train: 45.40% [567900/1251000] [454.0/1000.0] [batch_t 0.409 (0.428)] [data_t 0.015] [optim_t 0.394] [lr 0.001729] [CE 4.283 (4.144)] [KD 3.080 (3.088)] +2024-10-17 23:06:32,112 - Train: 45.40% [567950/1251000] [454.0/1000.0] [batch_t 0.362 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.001729] [CE 4.315 (4.207)] [KD 2.958 (3.054)] +2024-10-17 23:06:55,528 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 38576] [top5_cnt 46943] [top_all 50000] +2024-10-17 23:06:55,529 - net: 77.152 (93.886) +2024-10-17 23:07:17,493 - Test (net_E): 100.00% [50/50] [batch_t 0.144 (0.432)] [top1_cnt 40432] [top5_cnt 47737] [top_all 50000] +2024-10-17 23:07:17,493 - net_E: 80.864 (95.474) +2024-10-17 23:07:17,664 - Max [top1: 77.286 (epoch: 452)] [top1-ema: 80.864 (epoch: 454)] +2024-10-17 23:07:17,664 - ==> Total time: 2 days, 23:25:26 Eta: 3 days, 13:53:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 23:07:42,040 - Train: 45.40% [568000/1251000] [454.0/1000.0] [batch_t 0.364 (0.439)] [data_t 0.015] [optim_t 0.349] [lr 0.001729] [CE 4.737 (4.192)] [KD 3.140 (3.034)] +2024-10-17 23:08:02,579 - Train: 45.41% [568050/1251000] [454.1/1000.0] [batch_t 0.366 (0.411)] [data_t 0.016] [optim_t 0.350] [lr 0.001729] [CE 3.858 (4.189)] [KD 2.735 (3.043)] +2024-10-17 23:08:24,096 - Train: 45.41% [568100/1251000] [454.1/1000.0] [batch_t 0.376 (0.430)] [data_t 0.031] [optim_t 0.345] [lr 0.001728] [CE 4.057 (4.168)] [KD 3.046 (3.042)] +2024-10-17 23:08:44,785 - Train: 45.42% [568150/1251000] [454.2/1000.0] [batch_t 0.435 (0.414)] [data_t 0.091] [optim_t 0.345] [lr 0.001728] [CE 3.871 (4.151)] [KD 2.923 (3.037)] +2024-10-17 23:09:06,505 - Train: 45.42% [568200/1251000] [454.2/1000.0] [batch_t 0.500 (0.434)] [data_t 0.016] [optim_t 0.485] [lr 0.001728] [CE 4.386 (4.157)] [KD 2.911 (3.017)] +2024-10-17 23:09:28,430 - Train: 45.42% [568250/1251000] [454.2/1000.0] [batch_t 0.451 (0.438)] [data_t 0.015] [optim_t 0.436] [lr 0.001728] [CE 4.187 (4.175)] [KD 3.197 (3.030)] +2024-10-17 23:09:50,525 - Train: 45.43% [568300/1251000] [454.3/1000.0] [batch_t 0.364 (0.442)] [data_t 0.016] [optim_t 0.348] [lr 0.001728] [CE 4.132 (4.175)] [KD 2.968 (3.024)] +2024-10-17 23:10:11,501 - Train: 45.43% [568350/1251000] [454.3/1000.0] [batch_t 0.382 (0.419)] [data_t 0.016] [optim_t 0.366] [lr 0.001727] [CE 3.859 (4.181)] [KD 2.968 (3.024)] +2024-10-17 23:10:32,186 - Train: 45.44% [568400/1251000] [454.4/1000.0] [batch_t 0.392 (0.414)] [data_t 0.015] [optim_t 0.376] [lr 0.001727] [CE 3.870 (4.174)] [KD 2.853 (3.005)] +2024-10-17 23:10:52,897 - Train: 45.44% [568450/1251000] [454.4/1000.0] [batch_t 0.364 (0.414)] [data_t 0.016] [optim_t 0.348] [lr 0.001727] [CE 4.145 (4.144)] [KD 3.040 (3.002)] +2024-10-17 23:11:14,099 - Train: 45.44% [568500/1251000] [454.4/1000.0] [batch_t 0.447 (0.424)] [data_t 0.015] [optim_t 0.432] [lr 0.001727] [CE 4.388 (4.218)] [KD 3.075 (3.038)] +2024-10-17 23:11:35,092 - Train: 45.45% [568550/1251000] [454.5/1000.0] [batch_t 0.474 (0.420)] [data_t 0.015] [optim_t 0.458] [lr 0.001727] [CE 3.973 (4.208)] [KD 2.905 (3.072)] +2024-10-17 23:11:56,259 - Train: 45.45% [568600/1251000] [454.5/1000.0] [batch_t 0.361 (0.423)] [data_t 0.016] [optim_t 0.345] [lr 0.001726] [CE 4.395 (4.184)] [KD 3.201 (3.023)] +2024-10-17 23:12:18,154 - Train: 45.46% [568650/1251000] [454.6/1000.0] [batch_t 0.371 (0.438)] [data_t 0.016] [optim_t 0.355] [lr 0.001726] [CE 4.378 (4.254)] [KD 2.983 (3.040)] +2024-10-17 23:12:40,198 - Train: 45.46% [568700/1251000] [454.6/1000.0] [batch_t 0.361 (0.441)] [data_t 0.016] [optim_t 0.345] [lr 0.001726] [CE 3.979 (4.136)] [KD 3.046 (2.973)] +2024-10-17 23:13:02,141 - Train: 45.46% [568750/1251000] [454.6/1000.0] [batch_t 0.373 (0.439)] [data_t 0.015] [optim_t 0.357] [lr 0.001726] [CE 4.182 (4.234)] [KD 2.949 (3.079)] +2024-10-17 23:13:24,567 - Train: 45.47% [568800/1251000] [454.7/1000.0] [batch_t 0.403 (0.448)] [data_t 0.016] [optim_t 0.388] [lr 0.001726] [CE 3.950 (4.108)] [KD 2.647 (3.025)] +2024-10-17 23:13:46,359 - Train: 45.47% [568850/1251000] [454.7/1000.0] [batch_t 0.509 (0.436)] [data_t 0.015] [optim_t 0.494] [lr 0.001726] [CE 3.988 (4.182)] [KD 2.623 (3.005)] +2024-10-17 23:14:07,877 - Train: 45.48% [568900/1251000] [454.8/1000.0] [batch_t 0.361 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.001725] [CE 4.093 (4.165)] [KD 3.008 (2.990)] +2024-10-17 23:14:29,866 - Train: 45.48% [568950/1251000] [454.8/1000.0] [batch_t 0.376 (0.440)] [data_t 0.015] [optim_t 0.361] [lr 0.001725] [CE 4.148 (4.094)] [KD 3.078 (2.981)] +2024-10-17 23:14:51,597 - Train: 45.48% [569000/1251000] [454.8/1000.0] [batch_t 0.479 (0.435)] [data_t 0.015] [optim_t 0.463] [lr 0.001725] [CE 4.079 (4.178)] [KD 3.041 (3.043)] +2024-10-17 23:15:13,153 - Train: 45.49% [569050/1251000] [454.9/1000.0] [batch_t 0.445 (0.431)] [data_t 0.015] [optim_t 0.429] [lr 0.001725] [CE 4.074 (4.202)] [KD 2.635 (3.029)] +2024-10-17 23:15:34,772 - Train: 45.49% [569100/1251000] [454.9/1000.0] [batch_t 0.417 (0.432)] [data_t 0.015] [optim_t 0.402] [lr 0.001725] [CE 3.764 (4.160)] [KD 2.762 (3.025)] +2024-10-17 23:15:56,697 - Train: 45.50% [569150/1251000] [455.0/1000.0] [batch_t 0.363 (0.438)] [data_t 0.015] [optim_t 0.348] [lr 0.001724] [CE 4.753 (4.221)] [KD 3.063 (3.053)] +2024-10-17 23:16:17,914 - Train: 45.50% [569200/1251000] [455.0/1000.0] [batch_t 0.357 (0.424)] [data_t 0.015] [optim_t 0.341] [lr 0.001724] [CE 4.044 (4.156)] [KD 3.034 (2.998)] +2024-10-17 23:16:41,495 - Test (net): 100.00% [50/50] [batch_t 0.134 (0.431)] [top1_cnt 38370] [top5_cnt 46808] [top_all 50000] +2024-10-17 23:16:41,495 - net: 76.740 (93.616) +2024-10-17 23:17:03,139 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40404] [top5_cnt 47741] [top_all 50000] +2024-10-17 23:17:03,139 - net_E: 80.808 (95.482) +2024-10-17 23:17:03,296 - Max [top1: 77.286 (epoch: 452)] [top1-ema: 80.864 (epoch: 454)] +2024-10-17 23:17:03,296 - ==> Total time: 2 days, 23:35:11 Eta: 3 days, 13:44:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 23:17:28,056 - Train: 45.50% [569250/1251000] [455.0/1000.0] [batch_t 0.365 (0.449)] [data_t 0.016] [optim_t 0.350] [lr 0.001724] [CE 3.713 (4.157)] [KD 2.709 (3.016)] +2024-10-17 23:17:50,692 - Train: 45.51% [569300/1251000] [455.1/1000.0] [batch_t 0.412 (0.453)] [data_t 0.015] [optim_t 0.396] [lr 0.001724] [CE 4.064 (4.154)] [KD 2.814 (3.022)] +2024-10-17 23:18:12,918 - Train: 45.51% [569350/1251000] [455.1/1000.0] [batch_t 0.500 (0.444)] [data_t 0.015] [optim_t 0.485] [lr 0.001724] [CE 4.528 (4.194)] [KD 3.102 (3.009)] +2024-10-17 23:18:34,754 - Train: 45.52% [569400/1251000] [455.2/1000.0] [batch_t 0.494 (0.437)] [data_t 0.015] [optim_t 0.478] [lr 0.001724] [CE 3.586 (4.169)] [KD 2.797 (2.973)] +2024-10-17 23:18:57,069 - Train: 45.52% [569450/1251000] [455.2/1000.0] [batch_t 0.523 (0.446)] [data_t 0.015] [optim_t 0.508] [lr 0.001723] [CE 4.123 (4.130)] [KD 3.237 (3.037)] +2024-10-17 23:19:19,155 - Train: 45.52% [569500/1251000] [455.2/1000.0] [batch_t 0.448 (0.442)] [data_t 0.015] [optim_t 0.433] [lr 0.001723] [CE 4.344 (4.094)] [KD 3.312 (2.991)] +2024-10-17 23:19:41,129 - Train: 45.53% [569550/1251000] [455.3/1000.0] [batch_t 0.454 (0.439)] [data_t 0.015] [optim_t 0.439] [lr 0.001723] [CE 3.925 (4.130)] [KD 2.820 (3.024)] +2024-10-17 23:20:03,173 - Train: 45.53% [569600/1251000] [455.3/1000.0] [batch_t 0.500 (0.441)] [data_t 0.016] [optim_t 0.484] [lr 0.001723] [CE 4.124 (4.136)] [KD 3.029 (3.002)] +2024-10-17 23:20:25,997 - Train: 45.54% [569650/1251000] [455.4/1000.0] [batch_t 0.485 (0.456)] [data_t 0.015] [optim_t 0.470] [lr 0.001723] [CE 4.468 (4.236)] [KD 3.187 (3.078)] +2024-10-17 23:20:47,970 - Train: 45.54% [569700/1251000] [455.4/1000.0] [batch_t 0.396 (0.439)] [data_t 0.015] [optim_t 0.380] [lr 0.001722] [CE 4.120 (4.188)] [KD 2.907 (3.059)] +2024-10-17 23:21:09,912 - Train: 45.54% [569750/1251000] [455.4/1000.0] [batch_t 0.393 (0.439)] [data_t 0.015] [optim_t 0.377] [lr 0.001722] [CE 4.288 (4.186)] [KD 3.110 (3.077)] +2024-10-17 23:21:31,110 - Train: 45.55% [569800/1251000] [455.5/1000.0] [batch_t 0.426 (0.424)] [data_t 0.015] [optim_t 0.411] [lr 0.001722] [CE 4.084 (4.102)] [KD 2.864 (3.025)] +2024-10-17 23:21:52,768 - Train: 45.55% [569850/1251000] [455.5/1000.0] [batch_t 0.410 (0.433)] [data_t 0.015] [optim_t 0.394] [lr 0.001722] [CE 3.834 (4.226)] [KD 2.789 (3.057)] +2024-10-17 23:22:14,204 - Train: 45.56% [569900/1251000] [455.6/1000.0] [batch_t 0.463 (0.429)] [data_t 0.016] [optim_t 0.448] [lr 0.001722] [CE 3.939 (4.194)] [KD 3.085 (3.031)] +2024-10-17 23:22:35,567 - Train: 45.56% [569950/1251000] [455.6/1000.0] [batch_t 0.465 (0.427)] [data_t 0.015] [optim_t 0.449] [lr 0.001721] [CE 3.477 (4.207)] [KD 2.722 (3.056)] +2024-10-17 23:22:57,168 - Train: 45.56% [570000/1251000] [455.6/1000.0] [batch_t 0.469 (0.432)] [data_t 0.016] [optim_t 0.453] [lr 0.001721] [CE 4.127 (4.191)] [KD 3.165 (3.048)] +2024-10-17 23:23:19,513 - Train: 45.57% [570050/1251000] [455.7/1000.0] [batch_t 0.361 (0.447)] [data_t 0.015] [optim_t 0.345] [lr 0.001721] [CE 4.053 (4.095)] [KD 3.060 (3.027)] +2024-10-17 23:23:41,185 - Train: 45.57% [570100/1251000] [455.7/1000.0] [batch_t 0.441 (0.433)] [data_t 0.015] [optim_t 0.425] [lr 0.001721] [CE 3.957 (4.142)] [KD 2.905 (3.039)] +2024-10-17 23:24:02,676 - Train: 45.58% [570150/1251000] [455.8/1000.0] [batch_t 0.515 (0.430)] [data_t 0.016] [optim_t 0.499] [lr 0.001721] [CE 4.165 (4.118)] [KD 3.025 (3.033)] +2024-10-17 23:24:24,593 - Train: 45.58% [570200/1251000] [455.8/1000.0] [batch_t 0.414 (0.438)] [data_t 0.016] [optim_t 0.398] [lr 0.001721] [CE 4.174 (4.198)] [KD 2.936 (3.070)] +2024-10-17 23:24:46,361 - Train: 45.58% [570250/1251000] [455.8/1000.0] [batch_t 0.400 (0.435)] [data_t 0.016] [optim_t 0.384] [lr 0.001720] [CE 3.861 (4.183)] [KD 2.935 (3.086)] +2024-10-17 23:25:07,864 - Train: 45.59% [570300/1251000] [455.9/1000.0] [batch_t 0.468 (0.430)] [data_t 0.015] [optim_t 0.452] [lr 0.001720] [CE 3.986 (4.073)] [KD 2.869 (2.977)] +2024-10-17 23:25:29,483 - Train: 45.59% [570350/1251000] [455.9/1000.0] [batch_t 0.491 (0.432)] [data_t 0.015] [optim_t 0.475] [lr 0.001720] [CE 3.972 (4.094)] [KD 2.951 (2.966)] +2024-10-17 23:25:50,767 - Train: 45.60% [570400/1251000] [456.0/1000.0] [batch_t 0.385 (0.426)] [data_t 0.015] [optim_t 0.369] [lr 0.001720] [CE 4.174 (4.153)] [KD 3.146 (3.046)] +2024-10-17 23:26:11,522 - Train: 45.60% [570450/1251000] [456.0/1000.0] [batch_t 0.360 (0.415)] [data_t 0.015] [optim_t 0.345] [lr 0.001720] [CE 4.116 (4.145)] [KD 3.011 (3.000)] +2024-10-17 23:26:34,638 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 38605] [top5_cnt 46810] [top_all 50000] +2024-10-17 23:26:34,639 - net: 77.210 (93.620) +2024-10-17 23:26:55,961 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40417] [top5_cnt 47729] [top_all 50000] +2024-10-17 23:26:55,962 - net_E: 80.834 (95.458) +2024-10-17 23:26:56,125 - Max [top1: 77.286 (epoch: 452)] [top1-ema: 80.864 (epoch: 454)] +2024-10-17 23:26:56,126 - ==> Total time: 2 days, 23:45:04 Eta: 3 days, 13:35:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 23:27:18,835 - Train: 45.60% [570500/1251000] [456.0/1000.0] [batch_t 0.364 (0.480)] [data_t 0.015] [optim_t 0.349] [lr 0.001719] [CE 4.050 (4.196)] [KD 2.843 (3.007)] +2024-10-17 23:27:40,494 - Train: 45.61% [570550/1251000] [456.1/1000.0] [batch_t 0.459 (0.433)] [data_t 0.015] [optim_t 0.444] [lr 0.001719] [CE 3.742 (4.129)] [KD 2.796 (3.016)] +2024-10-17 23:28:01,910 - Train: 45.61% [570600/1251000] [456.1/1000.0] [batch_t 0.404 (0.428)] [data_t 0.015] [optim_t 0.388] [lr 0.001719] [CE 4.814 (4.153)] [KD 3.486 (3.042)] +2024-10-17 23:28:22,934 - Train: 45.62% [570650/1251000] [456.2/1000.0] [batch_t 0.361 (0.420)] [data_t 0.016] [optim_t 0.345] [lr 0.001719] [CE 3.804 (4.156)] [KD 2.903 (3.025)] +2024-10-17 23:28:44,153 - Train: 45.62% [570700/1251000] [456.2/1000.0] [batch_t 0.403 (0.424)] [data_t 0.016] [optim_t 0.387] [lr 0.001719] [CE 4.288 (4.242)] [KD 3.115 (3.048)] +2024-10-17 23:29:04,482 - Train: 45.62% [570750/1251000] [456.2/1000.0] [batch_t 0.441 (0.406)] [data_t 0.015] [optim_t 0.426] [lr 0.001719] [CE 4.183 (4.144)] [KD 2.997 (2.998)] +2024-10-17 23:29:25,167 - Train: 45.63% [570800/1251000] [456.3/1000.0] [batch_t 0.423 (0.414)] [data_t 0.015] [optim_t 0.407] [lr 0.001718] [CE 4.346 (4.188)] [KD 3.154 (3.042)] +2024-10-17 23:29:45,970 - Train: 45.63% [570850/1251000] [456.3/1000.0] [batch_t 0.447 (0.416)] [data_t 0.015] [optim_t 0.431] [lr 0.001718] [CE 3.955 (4.116)] [KD 2.793 (2.995)] +2024-10-17 23:30:06,914 - Train: 45.64% [570900/1251000] [456.4/1000.0] [batch_t 0.422 (0.419)] [data_t 0.016] [optim_t 0.407] [lr 0.001718] [CE 4.235 (4.209)] [KD 3.168 (3.049)] +2024-10-17 23:30:28,345 - Train: 45.64% [570950/1251000] [456.4/1000.0] [batch_t 0.392 (0.429)] [data_t 0.016] [optim_t 0.377] [lr 0.001718] [CE 4.672 (4.153)] [KD 3.106 (2.998)] +2024-10-17 23:30:49,832 - Train: 45.64% [571000/1251000] [456.4/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.346] [lr 0.001718] [CE 4.658 (4.185)] [KD 3.260 (3.047)] +2024-10-17 23:31:09,903 - Train: 45.65% [571050/1251000] [456.5/1000.0] [batch_t 0.377 (0.401)] [data_t 0.015] [optim_t 0.362] [lr 0.001717] [CE 3.721 (4.121)] [KD 2.742 (3.032)] +2024-10-17 23:31:30,657 - Train: 45.65% [571100/1251000] [456.5/1000.0] [batch_t 0.457 (0.415)] [data_t 0.015] [optim_t 0.442] [lr 0.001717] [CE 3.998 (4.230)] [KD 3.055 (3.059)] +2024-10-17 23:31:51,405 - Train: 45.66% [571150/1251000] [456.6/1000.0] [batch_t 0.363 (0.415)] [data_t 0.016] [optim_t 0.347] [lr 0.001717] [CE 4.288 (4.216)] [KD 3.330 (3.085)] +2024-10-17 23:32:12,589 - Train: 45.66% [571200/1251000] [456.6/1000.0] [batch_t 0.385 (0.424)] [data_t 0.016] [optim_t 0.370] [lr 0.001717] [CE 4.163 (4.179)] [KD 2.950 (3.018)] +2024-10-17 23:32:34,333 - Train: 45.66% [571250/1251000] [456.6/1000.0] [batch_t 0.386 (0.435)] [data_t 0.015] [optim_t 0.371] [lr 0.001717] [CE 4.164 (4.177)] [KD 3.145 (3.013)] +2024-10-17 23:32:56,349 - Train: 45.67% [571300/1251000] [456.7/1000.0] [batch_t 0.421 (0.440)] [data_t 0.016] [optim_t 0.406] [lr 0.001717] [CE 4.363 (4.112)] [KD 3.111 (2.919)] +2024-10-17 23:33:18,329 - Train: 45.67% [571350/1251000] [456.7/1000.0] [batch_t 0.505 (0.439)] [data_t 0.016] [optim_t 0.489] [lr 0.001716] [CE 4.822 (4.169)] [KD 3.315 (3.050)] +2024-10-17 23:33:39,533 - Train: 45.68% [571400/1251000] [456.8/1000.0] [batch_t 0.366 (0.424)] [data_t 0.016] [optim_t 0.351] [lr 0.001716] [CE 4.380 (4.164)] [KD 3.194 (3.032)] +2024-10-17 23:34:01,253 - Train: 45.68% [571450/1251000] [456.8/1000.0] [batch_t 0.462 (0.434)] [data_t 0.016] [optim_t 0.446] [lr 0.001716] [CE 4.375 (4.083)] [KD 3.208 (3.000)] +2024-10-17 23:34:22,729 - Train: 45.68% [571500/1251000] [456.8/1000.0] [batch_t 0.458 (0.429)] [data_t 0.015] [optim_t 0.442] [lr 0.001716] [CE 3.923 (4.159)] [KD 2.955 (3.012)] +2024-10-17 23:34:43,231 - Train: 45.69% [571550/1251000] [456.9/1000.0] [batch_t 0.363 (0.410)] [data_t 0.015] [optim_t 0.348] [lr 0.001716] [CE 4.645 (4.110)] [KD 3.223 (3.017)] +2024-10-17 23:35:04,267 - Train: 45.69% [571600/1251000] [456.9/1000.0] [batch_t 0.428 (0.421)] [data_t 0.015] [optim_t 0.413] [lr 0.001715] [CE 4.253 (4.144)] [KD 2.999 (3.051)] +2024-10-17 23:35:25,787 - Train: 45.70% [571650/1251000] [457.0/1000.0] [batch_t 0.404 (0.430)] [data_t 0.015] [optim_t 0.389] [lr 0.001715] [CE 4.468 (4.164)] [KD 3.042 (3.052)] +2024-10-17 23:35:47,278 - Train: 45.70% [571700/1251000] [457.0/1000.0] [batch_t 0.358 (0.430)] [data_t 0.015] [optim_t 0.343] [lr 0.001715] [CE 4.080 (4.207)] [KD 3.083 (3.039)] +2024-10-17 23:36:11,453 - Test (net): 100.00% [50/50] [batch_t 0.164 (0.428)] [top1_cnt 38313] [top5_cnt 46852] [top_all 50000] +2024-10-17 23:36:11,453 - net: 76.626 (93.704) +2024-10-17 23:36:33,805 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 40407] [top5_cnt 47733] [top_all 50000] +2024-10-17 23:36:33,805 - net_E: 80.814 (95.466) +2024-10-17 23:36:33,980 - Max [top1: 77.286 (epoch: 452)] [top1-ema: 80.864 (epoch: 454)] +2024-10-17 23:36:33,980 - ==> Total time: 2 days, 23:54:42 Eta: 3 days, 13:26:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 23:36:57,182 - Train: 45.70% [571750/1251000] [457.0/1000.0] [batch_t 0.488 (0.507)] [data_t 0.016] [optim_t 0.472] [lr 0.001715] [CE 4.263 (4.174)] [KD 3.108 (2.997)] +2024-10-17 23:37:18,367 - Train: 45.71% [571800/1251000] [457.1/1000.0] [batch_t 0.480 (0.424)] [data_t 0.016] [optim_t 0.464] [lr 0.001715] [CE 4.369 (4.149)] [KD 3.118 (2.987)] +2024-10-17 23:37:40,750 - Train: 45.71% [571850/1251000] [457.1/1000.0] [batch_t 0.479 (0.448)] [data_t 0.015] [optim_t 0.463] [lr 0.001714] [CE 4.682 (4.204)] [KD 3.369 (3.064)] +2024-10-17 23:38:01,731 - Train: 45.72% [571900/1251000] [457.2/1000.0] [batch_t 0.362 (0.420)] [data_t 0.016] [optim_t 0.346] [lr 0.001714] [CE 3.677 (4.180)] [KD 2.837 (3.044)] +2024-10-17 23:38:22,994 - Train: 45.72% [571950/1251000] [457.2/1000.0] [batch_t 0.446 (0.425)] [data_t 0.015] [optim_t 0.431] [lr 0.001714] [CE 4.043 (4.171)] [KD 2.913 (3.009)] +2024-10-17 23:38:44,579 - Train: 45.72% [572000/1251000] [457.2/1000.0] [batch_t 0.456 (0.432)] [data_t 0.015] [optim_t 0.440] [lr 0.001714] [CE 4.073 (4.111)] [KD 2.758 (2.983)] +2024-10-17 23:39:06,175 - Train: 45.73% [572050/1251000] [457.3/1000.0] [batch_t 0.443 (0.432)] [data_t 0.015] [optim_t 0.428] [lr 0.001714] [CE 4.362 (4.176)] [KD 3.084 (3.035)] +2024-10-17 23:39:27,441 - Train: 45.73% [572100/1251000] [457.3/1000.0] [batch_t 0.434 (0.425)] [data_t 0.016] [optim_t 0.419] [lr 0.001714] [CE 4.426 (4.106)] [KD 3.053 (2.988)] +2024-10-17 23:39:48,028 - Train: 45.74% [572150/1251000] [457.4/1000.0] [batch_t 0.433 (0.412)] [data_t 0.016] [optim_t 0.417] [lr 0.001713] [CE 4.076 (4.168)] [KD 3.095 (2.965)] +2024-10-17 23:40:08,867 - Train: 45.74% [572200/1251000] [457.4/1000.0] [batch_t 0.499 (0.417)] [data_t 0.152] [optim_t 0.347] [lr 0.001713] [CE 4.066 (4.144)] [KD 3.104 (2.990)] +2024-10-17 23:40:29,750 - Train: 45.74% [572250/1251000] [457.4/1000.0] [batch_t 0.435 (0.418)] [data_t 0.028] [optim_t 0.407] [lr 0.001713] [CE 4.182 (4.253)] [KD 2.966 (3.047)] +2024-10-17 23:40:51,644 - Train: 45.75% [572300/1251000] [457.5/1000.0] [batch_t 0.440 (0.438)] [data_t 0.016] [optim_t 0.424] [lr 0.001713] [CE 3.929 (4.175)] [KD 2.891 (3.044)] +2024-10-17 23:41:13,099 - Train: 45.75% [572350/1251000] [457.5/1000.0] [batch_t 0.426 (0.429)] [data_t 0.016] [optim_t 0.410] [lr 0.001713] [CE 4.129 (4.143)] [KD 2.948 (3.008)] +2024-10-17 23:41:34,294 - Train: 45.76% [572400/1251000] [457.6/1000.0] [batch_t 0.405 (0.424)] [data_t 0.058] [optim_t 0.347] [lr 0.001712] [CE 4.304 (4.250)] [KD 3.064 (3.068)] +2024-10-17 23:41:55,774 - Train: 45.76% [572450/1251000] [457.6/1000.0] [batch_t 0.417 (0.429)] [data_t 0.015] [optim_t 0.401] [lr 0.001712] [CE 4.089 (4.144)] [KD 3.094 (3.014)] +2024-10-17 23:42:17,597 - Train: 45.76% [572500/1251000] [457.6/1000.0] [batch_t 0.360 (0.436)] [data_t 0.015] [optim_t 0.344] [lr 0.001712] [CE 3.693 (4.158)] [KD 2.813 (3.009)] +2024-10-17 23:42:38,567 - Train: 45.77% [572550/1251000] [457.7/1000.0] [batch_t 0.418 (0.419)] [data_t 0.016] [optim_t 0.402] [lr 0.001712] [CE 4.261 (4.216)] [KD 2.912 (3.010)] +2024-10-17 23:43:00,151 - Train: 45.77% [572600/1251000] [457.7/1000.0] [batch_t 0.502 (0.432)] [data_t 0.015] [optim_t 0.487] [lr 0.001712] [CE 4.241 (4.207)] [KD 3.074 (3.025)] +2024-10-17 23:43:21,400 - Train: 45.78% [572650/1251000] [457.8/1000.0] [batch_t 0.412 (0.425)] [data_t 0.067] [optim_t 0.345] [lr 0.001712] [CE 4.266 (4.144)] [KD 3.045 (3.017)] +2024-10-17 23:43:42,811 - Train: 45.78% [572700/1251000] [457.8/1000.0] [batch_t 0.499 (0.428)] [data_t 0.142] [optim_t 0.357] [lr 0.001711] [CE 3.906 (4.138)] [KD 2.968 (3.013)] +2024-10-17 23:44:04,506 - Train: 45.78% [572750/1251000] [457.8/1000.0] [batch_t 0.484 (0.434)] [data_t 0.140] [optim_t 0.344] [lr 0.001711] [CE 4.078 (4.097)] [KD 3.005 (3.007)] +2024-10-17 23:44:25,665 - Train: 45.79% [572800/1251000] [457.9/1000.0] [batch_t 0.415 (0.423)] [data_t 0.071] [optim_t 0.344] [lr 0.001711] [CE 4.619 (4.224)] [KD 3.245 (3.077)] +2024-10-17 23:44:46,595 - Train: 45.79% [572850/1251000] [457.9/1000.0] [batch_t 0.407 (0.419)] [data_t 0.064] [optim_t 0.343] [lr 0.001711] [CE 4.372 (4.149)] [KD 3.294 (3.083)] +2024-10-17 23:45:07,429 - Train: 45.80% [572900/1251000] [458.0/1000.0] [batch_t 0.483 (0.417)] [data_t 0.140] [optim_t 0.344] [lr 0.001711] [CE 4.876 (4.162)] [KD 3.466 (3.009)] +2024-10-17 23:45:28,426 - Train: 45.80% [572950/1251000] [458.0/1000.0] [batch_t 0.356 (0.420)] [data_t 0.015] [optim_t 0.341] [lr 0.001710] [CE 4.494 (4.223)] [KD 3.213 (3.066)] +2024-10-17 23:45:52,760 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 38273] [top5_cnt 46751] [top_all 50000] +2024-10-17 23:45:52,761 - net: 76.546 (93.502) +2024-10-17 23:46:14,960 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 40406] [top5_cnt 47718] [top_all 50000] +2024-10-17 23:46:14,960 - net_E: 80.812 (95.436) +2024-10-17 23:46:15,137 - Max [top1: 77.286 (epoch: 452)] [top1-ema: 80.864 (epoch: 454)] +2024-10-17 23:46:15,137 - ==> Total time: 3 days, 0:04:23 Eta: 3 days, 13:17:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 23:46:38,031 - Train: 45.80% [573000/1251000] [458.0/1000.0] [batch_t 0.529 (0.507)] [data_t 0.015] [optim_t 0.514] [lr 0.001710] [CE 4.190 (4.066)] [KD 3.201 (2.926)] +2024-10-17 23:46:59,670 - Train: 45.81% [573050/1251000] [458.1/1000.0] [batch_t 0.428 (0.433)] [data_t 0.015] [optim_t 0.413] [lr 0.001710] [CE 3.689 (4.117)] [KD 3.042 (2.998)] +2024-10-17 23:47:21,087 - Train: 45.81% [573100/1251000] [458.1/1000.0] [batch_t 0.464 (0.428)] [data_t 0.015] [optim_t 0.449] [lr 0.001710] [CE 4.354 (4.154)] [KD 3.026 (2.990)] +2024-10-17 23:47:43,240 - Train: 45.82% [573150/1251000] [458.2/1000.0] [batch_t 0.360 (0.443)] [data_t 0.015] [optim_t 0.345] [lr 0.001710] [CE 3.932 (4.131)] [KD 2.878 (3.004)] +2024-10-17 23:48:04,526 - Train: 45.82% [573200/1251000] [458.2/1000.0] [batch_t 0.365 (0.426)] [data_t 0.015] [optim_t 0.350] [lr 0.001709] [CE 3.912 (4.151)] [KD 2.987 (2.987)] +2024-10-17 23:48:25,963 - Train: 45.82% [573250/1251000] [458.2/1000.0] [batch_t 0.420 (0.429)] [data_t 0.015] [optim_t 0.405] [lr 0.001709] [CE 4.202 (4.160)] [KD 3.015 (3.045)] +2024-10-17 23:48:47,242 - Train: 45.83% [573300/1251000] [458.3/1000.0] [batch_t 0.391 (0.425)] [data_t 0.015] [optim_t 0.375] [lr 0.001709] [CE 4.122 (4.143)] [KD 3.002 (3.008)] +2024-10-17 23:49:08,279 - Train: 45.83% [573350/1251000] [458.3/1000.0] [batch_t 0.422 (0.421)] [data_t 0.015] [optim_t 0.406] [lr 0.001709] [CE 4.767 (4.131)] [KD 3.369 (3.004)] +2024-10-17 23:49:29,639 - Train: 45.84% [573400/1251000] [458.4/1000.0] [batch_t 0.476 (0.427)] [data_t 0.015] [optim_t 0.461] [lr 0.001709] [CE 4.077 (4.226)] [KD 2.894 (3.028)] +2024-10-17 23:49:51,067 - Train: 45.84% [573450/1251000] [458.4/1000.0] [batch_t 0.464 (0.428)] [data_t 0.015] [optim_t 0.449] [lr 0.001709] [CE 4.011 (4.178)] [KD 2.909 (3.011)] +2024-10-17 23:50:13,081 - Train: 45.84% [573500/1251000] [458.4/1000.0] [batch_t 0.360 (0.440)] [data_t 0.015] [optim_t 0.344] [lr 0.001708] [CE 4.156 (4.241)] [KD 3.187 (3.037)] +2024-10-17 23:50:34,452 - Train: 45.85% [573550/1251000] [458.5/1000.0] [batch_t 0.429 (0.427)] [data_t 0.015] [optim_t 0.414] [lr 0.001708] [CE 5.054 (4.235)] [KD 3.367 (3.026)] +2024-10-17 23:50:55,663 - Train: 45.85% [573600/1251000] [458.5/1000.0] [batch_t 0.394 (0.424)] [data_t 0.015] [optim_t 0.379] [lr 0.001708] [CE 4.079 (4.163)] [KD 2.907 (3.029)] +2024-10-17 23:51:17,331 - Train: 45.86% [573650/1251000] [458.6/1000.0] [batch_t 0.472 (0.433)] [data_t 0.015] [optim_t 0.456] [lr 0.001708] [CE 4.505 (4.124)] [KD 3.317 (3.036)] +2024-10-17 23:51:38,946 - Train: 45.86% [573700/1251000] [458.6/1000.0] [batch_t 0.535 (0.432)] [data_t 0.015] [optim_t 0.520] [lr 0.001708] [CE 4.331 (4.174)] [KD 3.201 (3.042)] +2024-10-17 23:52:00,416 - Train: 45.86% [573750/1251000] [458.6/1000.0] [batch_t 0.406 (0.429)] [data_t 0.015] [optim_t 0.391] [lr 0.001707] [CE 4.308 (4.181)] [KD 2.983 (3.030)] +2024-10-17 23:52:22,160 - Train: 45.87% [573800/1251000] [458.7/1000.0] [batch_t 0.394 (0.435)] [data_t 0.015] [optim_t 0.379] [lr 0.001707] [CE 4.235 (4.152)] [KD 3.222 (3.026)] +2024-10-17 23:52:43,964 - Train: 45.87% [573850/1251000] [458.7/1000.0] [batch_t 0.546 (0.436)] [data_t 0.015] [optim_t 0.530] [lr 0.001707] [CE 4.054 (4.110)] [KD 2.854 (3.015)] +2024-10-17 23:53:05,243 - Train: 45.88% [573900/1251000] [458.8/1000.0] [batch_t 0.464 (0.425)] [data_t 0.015] [optim_t 0.448] [lr 0.001707] [CE 3.890 (4.066)] [KD 3.022 (3.020)] +2024-10-17 23:53:27,226 - Train: 45.88% [573950/1251000] [458.8/1000.0] [batch_t 0.875 (0.440)] [data_t 0.015] [optim_t 0.859] [lr 0.001707] [CE 4.150 (4.131)] [KD 3.053 (2.983)] +2024-10-17 23:53:48,370 - Train: 45.88% [574000/1251000] [458.8/1000.0] [batch_t 0.379 (0.423)] [data_t 0.015] [optim_t 0.364] [lr 0.001707] [CE 3.758 (4.012)] [KD 2.877 (2.973)] +2024-10-17 23:54:09,290 - Train: 45.89% [574050/1251000] [458.9/1000.0] [batch_t 0.400 (0.418)] [data_t 0.015] [optim_t 0.384] [lr 0.001706] [CE 4.136 (4.131)] [KD 2.908 (2.993)] +2024-10-17 23:54:30,065 - Train: 45.89% [574100/1251000] [458.9/1000.0] [batch_t 0.387 (0.415)] [data_t 0.015] [optim_t 0.372] [lr 0.001706] [CE 3.896 (4.156)] [KD 3.071 (3.042)] +2024-10-17 23:54:50,793 - Train: 45.90% [574150/1251000] [459.0/1000.0] [batch_t 0.453 (0.414)] [data_t 0.015] [optim_t 0.438] [lr 0.001706] [CE 4.289 (4.085)] [KD 2.964 (2.975)] +2024-10-17 23:55:12,147 - Train: 45.90% [574200/1251000] [459.0/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.001706] [CE 4.370 (4.170)] [KD 3.091 (3.008)] +2024-10-17 23:55:37,000 - Test (net): 100.00% [50/50] [batch_t 0.142 (0.428)] [top1_cnt 38548] [top5_cnt 46989] [top_all 50000] +2024-10-17 23:55:37,001 - net: 77.096 (93.978) +2024-10-17 23:55:58,558 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40402] [top5_cnt 47740] [top_all 50000] +2024-10-17 23:55:58,558 - net_E: 80.804 (95.480) +2024-10-17 23:55:58,709 - Max [top1: 77.286 (epoch: 452)] [top1-ema: 80.864 (epoch: 454)] +2024-10-17 23:55:58,709 - ==> Total time: 3 days, 0:14:07 Eta: 3 days, 13:08:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-17 23:56:20,767 - Train: 45.90% [574250/1251000] [459.0/1000.0] [batch_t 0.360 (0.500)] [data_t 0.016] [optim_t 0.344] [lr 0.001706] [CE 4.103 (4.078)] [KD 2.992 (2.960)] +2024-10-17 23:56:42,987 - Train: 45.91% [574300/1251000] [459.1/1000.0] [batch_t 0.369 (0.444)] [data_t 0.016] [optim_t 0.353] [lr 0.001705] [CE 4.419 (4.108)] [KD 3.068 (2.988)] +2024-10-17 23:57:04,041 - Train: 45.91% [574350/1251000] [459.1/1000.0] [batch_t 0.457 (0.421)] [data_t 0.016] [optim_t 0.442] [lr 0.001705] [CE 3.908 (4.136)] [KD 2.895 (3.025)] +2024-10-17 23:57:25,873 - Train: 45.92% [574400/1251000] [459.2/1000.0] [batch_t 0.389 (0.437)] [data_t 0.015] [optim_t 0.374] [lr 0.001705] [CE 4.203 (4.113)] [KD 3.025 (3.039)] +2024-10-17 23:57:47,464 - Train: 45.92% [574450/1251000] [459.2/1000.0] [batch_t 0.394 (0.432)] [data_t 0.015] [optim_t 0.379] [lr 0.001705] [CE 4.187 (4.143)] [KD 3.197 (3.053)] +2024-10-17 23:58:09,139 - Train: 45.92% [574500/1251000] [459.2/1000.0] [batch_t 0.481 (0.433)] [data_t 0.015] [optim_t 0.466] [lr 0.001705] [CE 3.989 (4.146)] [KD 2.996 (3.040)] +2024-10-17 23:58:30,202 - Train: 45.93% [574550/1251000] [459.3/1000.0] [batch_t 0.437 (0.421)] [data_t 0.015] [optim_t 0.421] [lr 0.001704] [CE 4.347 (4.147)] [KD 3.113 (3.026)] +2024-10-17 23:58:51,034 - Train: 45.93% [574600/1251000] [459.3/1000.0] [batch_t 0.365 (0.417)] [data_t 0.016] [optim_t 0.349] [lr 0.001704] [CE 4.429 (4.188)] [KD 3.143 (3.025)] +2024-10-17 23:59:11,691 - Train: 45.94% [574650/1251000] [459.4/1000.0] [batch_t 0.843 (0.413)] [data_t 0.015] [optim_t 0.828] [lr 0.001704] [CE 4.220 (4.110)] [KD 2.991 (3.003)] +2024-10-17 23:59:32,287 - Train: 45.94% [574700/1251000] [459.4/1000.0] [batch_t 0.409 (0.412)] [data_t 0.016] [optim_t 0.393] [lr 0.001704] [CE 4.322 (4.200)] [KD 3.167 (3.028)] +2024-10-17 23:59:53,046 - Train: 45.94% [574750/1251000] [459.4/1000.0] [batch_t 0.401 (0.415)] [data_t 0.015] [optim_t 0.385] [lr 0.001704] [CE 4.128 (4.181)] [KD 3.106 (3.013)] +2024-10-18 00:00:14,264 - Train: 45.95% [574800/1251000] [459.5/1000.0] [batch_t 0.397 (0.424)] [data_t 0.015] [optim_t 0.381] [lr 0.001704] [CE 4.196 (4.174)] [KD 2.875 (3.016)] +2024-10-18 00:00:35,777 - Train: 45.95% [574850/1251000] [459.5/1000.0] [batch_t 0.530 (0.430)] [data_t 0.016] [optim_t 0.514] [lr 0.001703] [CE 4.496 (4.152)] [KD 3.111 (3.006)] +2024-10-18 00:00:56,998 - Train: 45.96% [574900/1251000] [459.6/1000.0] [batch_t 0.514 (0.424)] [data_t 0.015] [optim_t 0.498] [lr 0.001703] [CE 4.150 (4.197)] [KD 2.996 (3.039)] +2024-10-18 00:01:18,675 - Train: 45.96% [574950/1251000] [459.6/1000.0] [batch_t 0.419 (0.433)] [data_t 0.016] [optim_t 0.403] [lr 0.001703] [CE 3.738 (4.219)] [KD 2.822 (3.060)] +2024-10-18 00:01:41,436 - Train: 45.96% [575000/1251000] [459.6/1000.0] [batch_t 0.358 (0.455)] [data_t 0.015] [optim_t 0.342] [lr 0.001703] [CE 4.607 (4.106)] [KD 3.281 (2.990)] +2024-10-18 00:02:03,577 - Train: 45.97% [575050/1251000] [459.7/1000.0] [batch_t 0.432 (0.443)] [data_t 0.015] [optim_t 0.417] [lr 0.001703] [CE 3.897 (4.133)] [KD 3.023 (2.968)] +2024-10-18 00:02:25,516 - Train: 45.97% [575100/1251000] [459.7/1000.0] [batch_t 0.460 (0.439)] [data_t 0.015] [optim_t 0.444] [lr 0.001702] [CE 4.324 (4.128)] [KD 3.007 (2.949)] +2024-10-18 00:02:47,684 - Train: 45.98% [575150/1251000] [459.8/1000.0] [batch_t 0.445 (0.443)] [data_t 0.016] [optim_t 0.430] [lr 0.001702] [CE 4.103 (4.127)] [KD 3.040 (2.994)] +2024-10-18 00:03:10,231 - Train: 45.98% [575200/1251000] [459.8/1000.0] [batch_t 0.497 (0.451)] [data_t 0.015] [optim_t 0.482] [lr 0.001702] [CE 3.912 (4.175)] [KD 2.711 (3.027)] +2024-10-18 00:03:31,164 - Train: 45.98% [575250/1251000] [459.8/1000.0] [batch_t 0.417 (0.419)] [data_t 0.015] [optim_t 0.402] [lr 0.001702] [CE 3.797 (4.147)] [KD 2.778 (2.980)] +2024-10-18 00:03:51,886 - Train: 45.99% [575300/1251000] [459.9/1000.0] [batch_t 0.477 (0.414)] [data_t 0.015] [optim_t 0.462] [lr 0.001702] [CE 4.581 (4.120)] [KD 3.249 (2.988)] +2024-10-18 00:04:12,907 - Train: 45.99% [575350/1251000] [459.9/1000.0] [batch_t 0.475 (0.420)] [data_t 0.015] [optim_t 0.460] [lr 0.001702] [CE 4.402 (4.173)] [KD 3.137 (3.014)] +2024-10-18 00:04:34,297 - Train: 46.00% [575400/1251000] [460.0/1000.0] [batch_t 0.428 (0.428)] [data_t 0.015] [optim_t 0.413] [lr 0.001701] [CE 4.235 (4.138)] [KD 3.125 (2.995)] +2024-10-18 00:04:55,375 - Train: 46.00% [575450/1251000] [460.0/1000.0] [batch_t 0.363 (0.421)] [data_t 0.015] [optim_t 0.348] [lr 0.001701] [CE 3.765 (4.171)] [KD 2.817 (2.980)] +2024-10-18 00:05:20,794 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 38454] [top5_cnt 46977] [top_all 50000] +2024-10-18 00:05:20,794 - net: 76.908 (93.954) +2024-10-18 00:05:42,469 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 40414] [top5_cnt 47746] [top_all 50000] +2024-10-18 00:05:42,470 - net_E: 80.828 (95.492) +2024-10-18 00:05:42,638 - Max [top1: 77.286 (epoch: 452)] [top1-ema: 80.864 (epoch: 454)] +2024-10-18 00:05:42,638 - ==> Total time: 3 days, 0:23:51 Eta: 3 days, 12:59:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 00:06:03,576 - Train: 46.00% [575500/1251000] [460.0/1000.0] [batch_t 0.367 (0.476)] [data_t 0.015] [optim_t 0.352] [lr 0.001701] [CE 3.933 (4.195)] [KD 2.942 (3.043)] +2024-10-18 00:06:24,300 - Train: 46.01% [575550/1251000] [460.1/1000.0] [batch_t 0.444 (0.414)] [data_t 0.102] [optim_t 0.342] [lr 0.001701] [CE 4.053 (4.122)] [KD 2.913 (2.969)] +2024-10-18 00:06:45,978 - Train: 46.01% [575600/1251000] [460.1/1000.0] [batch_t 0.469 (0.433)] [data_t 0.015] [optim_t 0.454] [lr 0.001701] [CE 4.451 (4.143)] [KD 3.319 (3.005)] +2024-10-18 00:07:07,794 - Train: 46.02% [575650/1251000] [460.2/1000.0] [batch_t 0.600 (0.436)] [data_t 0.015] [optim_t 0.585] [lr 0.001700] [CE 4.232 (4.143)] [KD 3.180 (3.008)] +2024-10-18 00:07:29,170 - Train: 46.02% [575700/1251000] [460.2/1000.0] [batch_t 0.428 (0.427)] [data_t 0.016] [optim_t 0.413] [lr 0.001700] [CE 3.658 (4.089)] [KD 2.770 (2.989)] +2024-10-18 00:07:50,500 - Train: 46.02% [575750/1251000] [460.2/1000.0] [batch_t 0.464 (0.426)] [data_t 0.015] [optim_t 0.449] [lr 0.001700] [CE 4.295 (4.192)] [KD 2.956 (3.016)] +2024-10-18 00:08:11,766 - Train: 46.03% [575800/1251000] [460.3/1000.0] [batch_t 0.478 (0.425)] [data_t 0.015] [optim_t 0.463] [lr 0.001700] [CE 4.212 (4.120)] [KD 2.973 (2.953)] +2024-10-18 00:08:33,121 - Train: 46.03% [575850/1251000] [460.3/1000.0] [batch_t 0.412 (0.427)] [data_t 0.016] [optim_t 0.396] [lr 0.001700] [CE 4.464 (4.120)] [KD 3.374 (3.018)] +2024-10-18 00:08:54,825 - Train: 46.04% [575900/1251000] [460.4/1000.0] [batch_t 0.444 (0.434)] [data_t 0.015] [optim_t 0.428] [lr 0.001699] [CE 4.671 (4.175)] [KD 3.184 (3.010)] +2024-10-18 00:09:15,750 - Train: 46.04% [575950/1251000] [460.4/1000.0] [batch_t 0.408 (0.418)] [data_t 0.015] [optim_t 0.392] [lr 0.001699] [CE 4.040 (4.166)] [KD 3.024 (3.060)] +2024-10-18 00:09:37,190 - Train: 46.04% [576000/1251000] [460.4/1000.0] [batch_t 0.456 (0.429)] [data_t 0.016] [optim_t 0.440] [lr 0.001699] [CE 3.885 (4.148)] [KD 2.910 (2.959)] +2024-10-18 00:09:58,770 - Train: 46.05% [576050/1251000] [460.5/1000.0] [batch_t 0.419 (0.432)] [data_t 0.015] [optim_t 0.403] [lr 0.001699] [CE 4.262 (4.165)] [KD 3.030 (2.984)] +2024-10-18 00:10:19,546 - Train: 46.05% [576100/1251000] [460.5/1000.0] [batch_t 0.460 (0.415)] [data_t 0.015] [optim_t 0.444] [lr 0.001699] [CE 4.006 (4.201)] [KD 2.981 (3.035)] +2024-10-18 00:10:41,053 - Train: 46.06% [576150/1251000] [460.6/1000.0] [batch_t 0.363 (0.430)] [data_t 0.015] [optim_t 0.348] [lr 0.001699] [CE 4.325 (4.136)] [KD 3.280 (3.047)] +2024-10-18 00:11:01,616 - Train: 46.06% [576200/1251000] [460.6/1000.0] [batch_t 0.413 (0.411)] [data_t 0.016] [optim_t 0.398] [lr 0.001698] [CE 3.876 (4.086)] [KD 2.918 (3.031)] +2024-10-18 00:11:23,213 - Train: 46.06% [576250/1251000] [460.6/1000.0] [batch_t 0.506 (0.432)] [data_t 0.016] [optim_t 0.490] [lr 0.001698] [CE 4.176 (4.181)] [KD 3.019 (3.010)] +2024-10-18 00:11:45,059 - Train: 46.07% [576300/1251000] [460.7/1000.0] [batch_t 0.490 (0.437)] [data_t 0.015] [optim_t 0.474] [lr 0.001698] [CE 3.928 (4.119)] [KD 3.053 (2.979)] +2024-10-18 00:12:07,199 - Train: 46.07% [576350/1251000] [460.7/1000.0] [batch_t 0.369 (0.443)] [data_t 0.016] [optim_t 0.354] [lr 0.001698] [CE 4.218 (4.145)] [KD 2.855 (2.964)] +2024-10-18 00:12:28,108 - Train: 46.08% [576400/1251000] [460.8/1000.0] [batch_t 0.484 (0.418)] [data_t 0.015] [optim_t 0.468] [lr 0.001698] [CE 3.960 (4.053)] [KD 2.841 (2.977)] +2024-10-18 00:12:50,284 - Train: 46.08% [576450/1251000] [460.8/1000.0] [batch_t 0.500 (0.443)] [data_t 0.015] [optim_t 0.484] [lr 0.001697] [CE 4.191 (4.190)] [KD 2.860 (3.037)] +2024-10-18 00:13:11,435 - Train: 46.08% [576500/1251000] [460.8/1000.0] [batch_t 0.382 (0.423)] [data_t 0.015] [optim_t 0.367] [lr 0.001697] [CE 4.485 (4.189)] [KD 3.275 (3.065)] +2024-10-18 00:13:32,630 - Train: 46.09% [576550/1251000] [460.9/1000.0] [batch_t 0.364 (0.424)] [data_t 0.015] [optim_t 0.348] [lr 0.001697] [CE 4.687 (4.126)] [KD 3.181 (2.979)] +2024-10-18 00:13:55,045 - Train: 46.09% [576600/1251000] [460.9/1000.0] [batch_t 0.421 (0.448)] [data_t 0.016] [optim_t 0.405] [lr 0.001697] [CE 4.750 (4.191)] [KD 3.149 (3.011)] +2024-10-18 00:14:16,368 - Train: 46.10% [576650/1251000] [461.0/1000.0] [batch_t 0.371 (0.426)] [data_t 0.016] [optim_t 0.356] [lr 0.001697] [CE 3.997 (4.147)] [KD 2.889 (3.009)] +2024-10-18 00:14:38,595 - Train: 46.10% [576700/1251000] [461.0/1000.0] [batch_t 0.526 (0.444)] [data_t 0.015] [optim_t 0.511] [lr 0.001697] [CE 4.346 (4.191)] [KD 3.083 (3.022)] +2024-10-18 00:15:04,270 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 38347] [top5_cnt 46804] [top_all 50000] +2024-10-18 00:15:04,270 - net: 76.694 (93.608) +2024-10-18 00:15:25,508 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40431] [top5_cnt 47737] [top_all 50000] +2024-10-18 00:15:25,508 - net_E: 80.862 (95.474) +2024-10-18 00:15:25,682 - Max [top1: 77.286 (epoch: 452)] [top1-ema: 80.864 (epoch: 454)] +2024-10-18 00:15:25,682 - ==> Total time: 3 days, 0:33:34 Eta: 3 days, 12:50:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 00:15:46,542 - Train: 46.10% [576750/1251000] [461.0/1000.0] [batch_t 0.359 (0.498)] [data_t 0.015] [optim_t 0.344] [lr 0.001696] [CE 4.154 (4.238)] [KD 2.910 (3.045)] +2024-10-18 00:16:07,548 - Train: 46.11% [576800/1251000] [461.1/1000.0] [batch_t 0.489 (0.420)] [data_t 0.015] [optim_t 0.473] [lr 0.001696] [CE 4.948 (4.094)] [KD 3.411 (2.947)] +2024-10-18 00:16:28,614 - Train: 46.11% [576850/1251000] [461.1/1000.0] [batch_t 0.420 (0.421)] [data_t 0.015] [optim_t 0.404] [lr 0.001696] [CE 4.655 (4.219)] [KD 3.241 (3.019)] +2024-10-18 00:16:49,760 - Train: 46.12% [576900/1251000] [461.2/1000.0] [batch_t 0.404 (0.423)] [data_t 0.015] [optim_t 0.389] [lr 0.001696] [CE 3.622 (4.152)] [KD 2.877 (3.009)] +2024-10-18 00:17:10,917 - Train: 46.12% [576950/1251000] [461.2/1000.0] [batch_t 0.380 (0.423)] [data_t 0.015] [optim_t 0.365] [lr 0.001696] [CE 4.324 (4.164)] [KD 2.996 (2.990)] +2024-10-18 00:17:32,176 - Train: 46.12% [577000/1251000] [461.2/1000.0] [batch_t 0.365 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.001695] [CE 3.899 (4.116)] [KD 2.852 (2.992)] +2024-10-18 00:17:53,838 - Train: 46.13% [577050/1251000] [461.3/1000.0] [batch_t 0.431 (0.433)] [data_t 0.015] [optim_t 0.416] [lr 0.001695] [CE 3.937 (4.160)] [KD 2.812 (3.037)] +2024-10-18 00:18:16,002 - Train: 46.13% [577100/1251000] [461.3/1000.0] [batch_t 0.402 (0.443)] [data_t 0.015] [optim_t 0.386] [lr 0.001695] [CE 3.838 (4.129)] [KD 2.812 (2.998)] +2024-10-18 00:18:37,019 - Train: 46.14% [577150/1251000] [461.4/1000.0] [batch_t 0.412 (0.420)] [data_t 0.016] [optim_t 0.397] [lr 0.001695] [CE 4.259 (4.168)] [KD 2.964 (3.050)] +2024-10-18 00:18:58,404 - Train: 46.14% [577200/1251000] [461.4/1000.0] [batch_t 0.361 (0.428)] [data_t 0.016] [optim_t 0.345] [lr 0.001695] [CE 3.705 (4.148)] [KD 2.687 (3.031)] +2024-10-18 00:19:20,335 - Train: 46.14% [577250/1251000] [461.4/1000.0] [batch_t 0.407 (0.439)] [data_t 0.016] [optim_t 0.391] [lr 0.001694] [CE 4.001 (4.094)] [KD 2.892 (2.971)] +2024-10-18 00:19:41,892 - Train: 46.15% [577300/1251000] [461.5/1000.0] [batch_t 0.484 (0.431)] [data_t 0.016] [optim_t 0.469] [lr 0.001694] [CE 4.416 (4.153)] [KD 3.130 (2.995)] +2024-10-18 00:20:03,444 - Train: 46.15% [577350/1251000] [461.5/1000.0] [batch_t 0.401 (0.431)] [data_t 0.015] [optim_t 0.386] [lr 0.001694] [CE 4.076 (4.175)] [KD 2.955 (3.045)] +2024-10-18 00:20:25,593 - Train: 46.16% [577400/1251000] [461.6/1000.0] [batch_t 0.362 (0.443)] [data_t 0.016] [optim_t 0.346] [lr 0.001694] [CE 4.065 (4.203)] [KD 2.983 (3.013)] +2024-10-18 00:20:46,812 - Train: 46.16% [577450/1251000] [461.6/1000.0] [batch_t 0.400 (0.424)] [data_t 0.015] [optim_t 0.385] [lr 0.001694] [CE 3.825 (4.100)] [KD 2.853 (2.982)] +2024-10-18 00:21:08,173 - Train: 46.16% [577500/1251000] [461.6/1000.0] [batch_t 0.366 (0.427)] [data_t 0.015] [optim_t 0.350] [lr 0.001694] [CE 4.186 (4.200)] [KD 2.806 (3.035)] +2024-10-18 00:21:29,874 - Train: 46.17% [577550/1251000] [461.7/1000.0] [batch_t 0.426 (0.434)] [data_t 0.016] [optim_t 0.411] [lr 0.001693] [CE 4.099 (4.164)] [KD 3.024 (3.045)] +2024-10-18 00:21:51,525 - Train: 46.17% [577600/1251000] [461.7/1000.0] [batch_t 0.442 (0.433)] [data_t 0.016] [optim_t 0.426] [lr 0.001693] [CE 4.133 (4.158)] [KD 3.109 (3.031)] +2024-10-18 00:22:12,595 - Train: 46.18% [577650/1251000] [461.8/1000.0] [batch_t 0.399 (0.421)] [data_t 0.015] [optim_t 0.384] [lr 0.001693] [CE 4.114 (4.145)] [KD 2.953 (3.044)] +2024-10-18 00:22:33,933 - Train: 46.18% [577700/1251000] [461.8/1000.0] [batch_t 0.383 (0.427)] [data_t 0.015] [optim_t 0.367] [lr 0.001693] [CE 3.904 (4.158)] [KD 2.858 (2.994)] +2024-10-18 00:22:55,255 - Train: 46.18% [577750/1251000] [461.8/1000.0] [batch_t 0.462 (0.426)] [data_t 0.015] [optim_t 0.446] [lr 0.001693] [CE 4.408 (4.142)] [KD 3.103 (3.009)] +2024-10-18 00:23:16,757 - Train: 46.19% [577800/1251000] [461.9/1000.0] [batch_t 0.475 (0.430)] [data_t 0.015] [optim_t 0.460] [lr 0.001692] [CE 4.182 (4.204)] [KD 2.964 (3.055)] +2024-10-18 00:23:38,164 - Train: 46.19% [577850/1251000] [461.9/1000.0] [batch_t 0.394 (0.428)] [data_t 0.015] [optim_t 0.378] [lr 0.001692] [CE 4.813 (4.183)] [KD 3.217 (3.035)] +2024-10-18 00:23:59,289 - Train: 46.20% [577900/1251000] [462.0/1000.0] [batch_t 0.406 (0.422)] [data_t 0.015] [optim_t 0.391] [lr 0.001692] [CE 4.260 (4.115)] [KD 3.039 (2.941)] +2024-10-18 00:24:20,460 - Train: 46.20% [577950/1251000] [462.0/1000.0] [batch_t 0.377 (0.423)] [data_t 0.015] [optim_t 0.362] [lr 0.001692] [CE 4.236 (4.140)] [KD 3.079 (2.993)] +2024-10-18 00:24:46,273 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 38772] [top5_cnt 47001] [top_all 50000] +2024-10-18 00:24:46,273 - net: 77.544 (94.002) +2024-10-18 00:25:08,002 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40408] [top5_cnt 47743] [top_all 50000] +2024-10-18 00:25:08,002 - net_E: 80.816 (95.486) +2024-10-18 00:25:08,173 - Max [top1: 77.544 (epoch: 462)] [top1-ema: 80.864 (epoch: 454)] +2024-10-18 00:25:08,174 - ==> Total time: 3 days, 0:43:16 Eta: 3 days, 12:41:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 00:25:29,383 - Train: 46.20% [578000/1251000] [462.0/1000.0] [batch_t 0.366 (0.451)] [data_t 0.016] [optim_t 0.350] [lr 0.001692] [CE 4.320 (4.220)] [KD 3.106 (2.978)] +2024-10-18 00:25:50,693 - Train: 46.21% [578050/1251000] [462.1/1000.0] [batch_t 0.376 (0.426)] [data_t 0.015] [optim_t 0.360] [lr 0.001692] [CE 4.348 (4.158)] [KD 2.954 (3.001)] +2024-10-18 00:26:12,538 - Train: 46.21% [578100/1251000] [462.1/1000.0] [batch_t 0.361 (0.437)] [data_t 0.016] [optim_t 0.345] [lr 0.001691] [CE 4.631 (4.131)] [KD 3.303 (2.966)] +2024-10-18 00:26:33,780 - Train: 46.22% [578150/1251000] [462.2/1000.0] [batch_t 0.431 (0.425)] [data_t 0.016] [optim_t 0.415] [lr 0.001691] [CE 4.439 (4.160)] [KD 3.287 (2.995)] +2024-10-18 00:26:54,654 - Train: 46.22% [578200/1251000] [462.2/1000.0] [batch_t 0.369 (0.417)] [data_t 0.016] [optim_t 0.353] [lr 0.001691] [CE 4.050 (4.061)] [KD 3.055 (2.933)] +2024-10-18 00:27:15,712 - Train: 46.22% [578250/1251000] [462.2/1000.0] [batch_t 0.366 (0.421)] [data_t 0.015] [optim_t 0.351] [lr 0.001691] [CE 3.931 (4.193)] [KD 3.106 (3.057)] +2024-10-18 00:27:37,326 - Train: 46.23% [578300/1251000] [462.3/1000.0] [batch_t 0.518 (0.432)] [data_t 0.015] [optim_t 0.503] [lr 0.001691] [CE 4.008 (4.195)] [KD 2.968 (3.043)] +2024-10-18 00:27:58,447 - Train: 46.23% [578350/1251000] [462.3/1000.0] [batch_t 0.416 (0.422)] [data_t 0.015] [optim_t 0.401] [lr 0.001690] [CE 4.534 (4.162)] [KD 3.101 (2.984)] +2024-10-18 00:28:19,467 - Train: 46.24% [578400/1251000] [462.4/1000.0] [batch_t 0.522 (0.420)] [data_t 0.015] [optim_t 0.507] [lr 0.001690] [CE 4.339 (4.152)] [KD 3.190 (2.996)] +2024-10-18 00:28:40,741 - Train: 46.24% [578450/1251000] [462.4/1000.0] [batch_t 0.364 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.001690] [CE 4.242 (4.199)] [KD 2.983 (3.029)] +2024-10-18 00:29:01,391 - Train: 46.24% [578500/1251000] [462.4/1000.0] [batch_t 0.402 (0.413)] [data_t 0.015] [optim_t 0.387] [lr 0.001690] [CE 4.561 (4.139)] [KD 3.170 (3.013)] +2024-10-18 00:29:22,475 - Train: 46.25% [578550/1251000] [462.5/1000.0] [batch_t 0.416 (0.422)] [data_t 0.015] [optim_t 0.400] [lr 0.001690] [CE 4.342 (4.125)] [KD 3.225 (2.954)] +2024-10-18 00:29:43,412 - Train: 46.25% [578600/1251000] [462.5/1000.0] [batch_t 0.366 (0.419)] [data_t 0.015] [optim_t 0.351] [lr 0.001690] [CE 4.179 (4.137)] [KD 3.032 (2.993)] +2024-10-18 00:30:04,857 - Train: 46.25% [578650/1251000] [462.5/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.001689] [CE 4.287 (4.105)] [KD 3.165 (3.005)] +2024-10-18 00:30:25,645 - Train: 46.26% [578700/1251000] [462.6/1000.0] [batch_t 0.362 (0.416)] [data_t 0.015] [optim_t 0.346] [lr 0.001689] [CE 4.136 (4.183)] [KD 3.035 (3.000)] +2024-10-18 00:30:46,848 - Train: 46.26% [578750/1251000] [462.6/1000.0] [batch_t 0.416 (0.424)] [data_t 0.016] [optim_t 0.400] [lr 0.001689] [CE 3.944 (4.141)] [KD 2.876 (3.038)] +2024-10-18 00:31:09,123 - Train: 46.27% [578800/1251000] [462.7/1000.0] [batch_t 0.372 (0.445)] [data_t 0.015] [optim_t 0.357] [lr 0.001689] [CE 4.281 (4.181)] [KD 2.959 (3.020)] +2024-10-18 00:31:31,150 - Train: 46.27% [578850/1251000] [462.7/1000.0] [batch_t 0.447 (0.440)] [data_t 0.015] [optim_t 0.431] [lr 0.001689] [CE 4.165 (4.112)] [KD 2.970 (2.962)] +2024-10-18 00:31:51,795 - Train: 46.27% [578900/1251000] [462.7/1000.0] [batch_t 0.412 (0.413)] [data_t 0.016] [optim_t 0.397] [lr 0.001688] [CE 3.808 (4.219)] [KD 2.836 (3.047)] +2024-10-18 00:32:13,054 - Train: 46.28% [578950/1251000] [462.8/1000.0] [batch_t 0.441 (0.425)] [data_t 0.015] [optim_t 0.426] [lr 0.001688] [CE 4.591 (4.066)] [KD 3.306 (2.991)] +2024-10-18 00:32:35,100 - Train: 46.28% [579000/1251000] [462.8/1000.0] [batch_t 0.587 (0.441)] [data_t 0.015] [optim_t 0.571] [lr 0.001688] [CE 4.086 (4.121)] [KD 2.872 (3.030)] +2024-10-18 00:32:56,762 - Train: 46.29% [579050/1251000] [462.9/1000.0] [batch_t 0.361 (0.433)] [data_t 0.015] [optim_t 0.345] [lr 0.001688] [CE 4.272 (4.149)] [KD 3.061 (3.026)] +2024-10-18 00:33:18,826 - Train: 46.29% [579100/1251000] [462.9/1000.0] [batch_t 0.446 (0.441)] [data_t 0.016] [optim_t 0.431] [lr 0.001688] [CE 4.053 (4.151)] [KD 2.864 (2.988)] +2024-10-18 00:33:39,576 - Train: 46.29% [579150/1251000] [462.9/1000.0] [batch_t 0.363 (0.415)] [data_t 0.015] [optim_t 0.348] [lr 0.001687] [CE 3.866 (4.146)] [KD 3.016 (3.023)] +2024-10-18 00:34:00,795 - Train: 46.30% [579200/1251000] [463.0/1000.0] [batch_t 0.407 (0.424)] [data_t 0.015] [optim_t 0.391] [lr 0.001687] [CE 4.679 (4.154)] [KD 3.217 (2.986)] +2024-10-18 00:34:27,426 - Test (net): 100.00% [50/50] [batch_t 0.133 (0.428)] [top1_cnt 38646] [top5_cnt 46917] [top_all 50000] +2024-10-18 00:34:27,427 - net: 77.292 (93.834) +2024-10-18 00:34:48,882 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40433] [top5_cnt 47731] [top_all 50000] +2024-10-18 00:34:48,883 - net_E: 80.866 (95.462) +2024-10-18 00:34:49,018 - Max [top1: 77.544 (epoch: 462)] [top1-ema: 80.866 (epoch: 463)] +2024-10-18 00:34:49,019 - ==> Total time: 3 days, 0:52:57 Eta: 3 days, 12:31:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 00:35:10,394 - Train: 46.30% [579250/1251000] [463.0/1000.0] [batch_t 0.361 (0.452)] [data_t 0.016] [optim_t 0.346] [lr 0.001687] [CE 4.438 (4.195)] [KD 3.105 (3.002)] +2024-10-18 00:35:30,409 - Train: 46.31% [579300/1251000] [463.1/1000.0] [batch_t 0.395 (0.400)] [data_t 0.015] [optim_t 0.379] [lr 0.001687] [CE 3.774 (4.207)] [KD 2.895 (3.018)] +2024-10-18 00:35:51,158 - Train: 46.31% [579350/1251000] [463.1/1000.0] [batch_t 0.491 (0.415)] [data_t 0.015] [optim_t 0.475] [lr 0.001687] [CE 4.254 (4.217)] [KD 2.914 (2.995)] +2024-10-18 00:36:12,000 - Train: 46.31% [579400/1251000] [463.1/1000.0] [batch_t 0.420 (0.417)] [data_t 0.016] [optim_t 0.404] [lr 0.001687] [CE 4.008 (4.180)] [KD 2.736 (3.013)] +2024-10-18 00:36:33,634 - Train: 46.32% [579450/1251000] [463.2/1000.0] [batch_t 0.409 (0.433)] [data_t 0.015] [optim_t 0.394] [lr 0.001686] [CE 3.663 (4.190)] [KD 2.847 (3.013)] +2024-10-18 00:36:54,943 - Train: 46.32% [579500/1251000] [463.2/1000.0] [batch_t 0.389 (0.426)] [data_t 0.016] [optim_t 0.374] [lr 0.001686] [CE 4.607 (4.195)] [KD 3.362 (3.025)] +2024-10-18 00:37:15,814 - Train: 46.33% [579550/1251000] [463.3/1000.0] [batch_t 0.461 (0.417)] [data_t 0.015] [optim_t 0.445] [lr 0.001686] [CE 4.460 (4.144)] [KD 2.984 (3.000)] +2024-10-18 00:37:37,214 - Train: 46.33% [579600/1251000] [463.3/1000.0] [batch_t 0.416 (0.428)] [data_t 0.015] [optim_t 0.401] [lr 0.001686] [CE 4.738 (4.202)] [KD 3.242 (3.024)] +2024-10-18 00:37:58,628 - Train: 46.33% [579650/1251000] [463.3/1000.0] [batch_t 0.372 (0.428)] [data_t 0.015] [optim_t 0.357] [lr 0.001686] [CE 4.011 (4.107)] [KD 2.911 (2.981)] +2024-10-18 00:38:20,050 - Train: 46.34% [579700/1251000] [463.4/1000.0] [batch_t 0.436 (0.428)] [data_t 0.016] [optim_t 0.420] [lr 0.001685] [CE 4.171 (4.240)] [KD 3.013 (3.006)] +2024-10-18 00:38:41,769 - Train: 46.34% [579750/1251000] [463.4/1000.0] [batch_t 0.418 (0.434)] [data_t 0.015] [optim_t 0.403] [lr 0.001685] [CE 4.214 (4.147)] [KD 3.014 (3.019)] +2024-10-18 00:39:02,929 - Train: 46.35% [579800/1251000] [463.5/1000.0] [batch_t 0.362 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.001685] [CE 4.013 (4.109)] [KD 2.822 (2.952)] +2024-10-18 00:39:24,112 - Train: 46.35% [579850/1251000] [463.5/1000.0] [batch_t 0.405 (0.424)] [data_t 0.015] [optim_t 0.390] [lr 0.001685] [CE 4.120 (4.102)] [KD 2.962 (2.944)] +2024-10-18 00:39:45,038 - Train: 46.35% [579900/1251000] [463.5/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.001685] [CE 3.765 (4.093)] [KD 2.821 (3.006)] +2024-10-18 00:40:05,909 - Train: 46.36% [579950/1251000] [463.6/1000.0] [batch_t 0.417 (0.417)] [data_t 0.015] [optim_t 0.402] [lr 0.001684] [CE 4.490 (4.226)] [KD 3.039 (3.067)] +2024-10-18 00:40:26,766 - Train: 46.36% [580000/1251000] [463.6/1000.0] [batch_t 0.425 (0.417)] [data_t 0.016] [optim_t 0.409] [lr 0.001684] [CE 4.327 (4.083)] [KD 3.219 (2.938)] +2024-10-18 00:40:48,144 - Train: 46.37% [580050/1251000] [463.7/1000.0] [batch_t 0.475 (0.427)] [data_t 0.015] [optim_t 0.460] [lr 0.001684] [CE 4.185 (4.105)] [KD 3.043 (2.975)] +2024-10-18 00:41:09,000 - Train: 46.37% [580100/1251000] [463.7/1000.0] [batch_t 0.411 (0.417)] [data_t 0.015] [optim_t 0.395] [lr 0.001684] [CE 4.565 (4.153)] [KD 3.107 (2.994)] +2024-10-18 00:41:30,879 - Train: 46.37% [580150/1251000] [463.7/1000.0] [batch_t 0.402 (0.437)] [data_t 0.016] [optim_t 0.386] [lr 0.001684] [CE 3.881 (4.169)] [KD 2.798 (3.004)] +2024-10-18 00:41:52,959 - Train: 46.38% [580200/1251000] [463.8/1000.0] [batch_t 0.482 (0.441)] [data_t 0.015] [optim_t 0.467] [lr 0.001684] [CE 4.058 (4.208)] [KD 2.959 (3.041)] +2024-10-18 00:42:14,251 - Train: 46.38% [580250/1251000] [463.8/1000.0] [batch_t 0.410 (0.426)] [data_t 0.015] [optim_t 0.394] [lr 0.001683] [CE 4.171 (4.122)] [KD 2.878 (3.023)] +2024-10-18 00:42:35,275 - Train: 46.39% [580300/1251000] [463.9/1000.0] [batch_t 0.472 (0.420)] [data_t 0.015] [optim_t 0.457] [lr 0.001683] [CE 3.717 (4.118)] [KD 2.868 (3.026)] +2024-10-18 00:42:57,499 - Train: 46.39% [580350/1251000] [463.9/1000.0] [batch_t 0.363 (0.444)] [data_t 0.016] [optim_t 0.348] [lr 0.001683] [CE 3.898 (4.146)] [KD 2.795 (3.016)] +2024-10-18 00:43:18,657 - Train: 46.39% [580400/1251000] [463.9/1000.0] [batch_t 0.447 (0.423)] [data_t 0.016] [optim_t 0.432] [lr 0.001683] [CE 4.087 (4.137)] [KD 3.007 (2.970)] +2024-10-18 00:43:39,056 - Train: 46.40% [580450/1251000] [464.0/1000.0] [batch_t 0.380 (0.408)] [data_t 0.015] [optim_t 0.365] [lr 0.001683] [CE 4.318 (4.201)] [KD 3.168 (3.027)] +2024-10-18 00:44:05,110 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 38598] [top5_cnt 46941] [top_all 50000] +2024-10-18 00:44:05,110 - net: 77.196 (93.882) +2024-10-18 00:44:26,654 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40409] [top5_cnt 47719] [top_all 50000] +2024-10-18 00:44:26,655 - net_E: 80.818 (95.438) +2024-10-18 00:44:26,808 - Max [top1: 77.544 (epoch: 462)] [top1-ema: 80.866 (epoch: 463)] +2024-10-18 00:44:26,808 - ==> Total time: 3 days, 1:02:35 Eta: 3 days, 12:22:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 00:44:47,145 - Train: 46.40% [580500/1251000] [464.0/1000.0] [batch_t 0.484 (0.524)] [data_t 0.016] [optim_t 0.468] [lr 0.001682] [CE 3.914 (4.140)] [KD 2.942 (2.986)] +2024-10-18 00:45:09,072 - Train: 46.41% [580550/1251000] [464.1/1000.0] [batch_t 0.388 (0.438)] [data_t 0.015] [optim_t 0.373] [lr 0.001682] [CE 4.303 (4.115)] [KD 2.950 (3.006)] +2024-10-18 00:45:31,207 - Train: 46.41% [580600/1251000] [464.1/1000.0] [batch_t 0.423 (0.443)] [data_t 0.015] [optim_t 0.408] [lr 0.001682] [CE 4.252 (4.123)] [KD 3.098 (2.962)] +2024-10-18 00:45:53,024 - Train: 46.41% [580650/1251000] [464.1/1000.0] [batch_t 0.468 (0.436)] [data_t 0.015] [optim_t 0.453] [lr 0.001682] [CE 4.591 (4.124)] [KD 3.240 (2.989)] +2024-10-18 00:46:14,972 - Train: 46.42% [580700/1251000] [464.2/1000.0] [batch_t 0.361 (0.439)] [data_t 0.015] [optim_t 0.345] [lr 0.001682] [CE 4.681 (4.181)] [KD 3.236 (3.042)] +2024-10-18 00:46:36,235 - Train: 46.42% [580750/1251000] [464.2/1000.0] [batch_t 0.423 (0.425)] [data_t 0.015] [optim_t 0.408] [lr 0.001682] [CE 4.190 (4.142)] [KD 2.943 (3.017)] +2024-10-18 00:46:58,161 - Train: 46.43% [580800/1251000] [464.3/1000.0] [batch_t 0.437 (0.438)] [data_t 0.015] [optim_t 0.422] [lr 0.001681] [CE 3.869 (4.149)] [KD 2.919 (3.028)] +2024-10-18 00:47:20,753 - Train: 46.43% [580850/1251000] [464.3/1000.0] [batch_t 0.368 (0.452)] [data_t 0.015] [optim_t 0.353] [lr 0.001681] [CE 3.932 (4.132)] [KD 2.944 (2.983)] +2024-10-18 00:47:42,930 - Train: 46.43% [580900/1251000] [464.3/1000.0] [batch_t 0.460 (0.443)] [data_t 0.015] [optim_t 0.445] [lr 0.001681] [CE 3.625 (4.192)] [KD 2.625 (3.020)] +2024-10-18 00:48:04,493 - Train: 46.44% [580950/1251000] [464.4/1000.0] [batch_t 0.435 (0.431)] [data_t 0.015] [optim_t 0.420] [lr 0.001681] [CE 4.188 (4.111)] [KD 3.126 (2.958)] +2024-10-18 00:48:26,271 - Train: 46.44% [581000/1251000] [464.4/1000.0] [batch_t 0.430 (0.435)] [data_t 0.015] [optim_t 0.414] [lr 0.001681] [CE 3.790 (4.212)] [KD 2.653 (3.027)] +2024-10-18 00:48:48,338 - Train: 46.45% [581050/1251000] [464.5/1000.0] [batch_t 0.457 (0.441)] [data_t 0.016] [optim_t 0.442] [lr 0.001680] [CE 3.692 (4.136)] [KD 2.832 (3.015)] +2024-10-18 00:49:10,364 - Train: 46.45% [581100/1251000] [464.5/1000.0] [batch_t 0.382 (0.440)] [data_t 0.016] [optim_t 0.366] [lr 0.001680] [CE 3.643 (4.143)] [KD 2.726 (3.009)] +2024-10-18 00:49:32,343 - Train: 46.45% [581150/1251000] [464.5/1000.0] [batch_t 0.455 (0.439)] [data_t 0.015] [optim_t 0.440] [lr 0.001680] [CE 3.661 (4.110)] [KD 2.742 (2.977)] +2024-10-18 00:49:54,231 - Train: 46.46% [581200/1251000] [464.6/1000.0] [batch_t 0.369 (0.438)] [data_t 0.015] [optim_t 0.354] [lr 0.001680] [CE 4.326 (4.094)] [KD 3.077 (2.997)] +2024-10-18 00:50:16,096 - Train: 46.46% [581250/1251000] [464.6/1000.0] [batch_t 0.452 (0.437)] [data_t 0.015] [optim_t 0.437] [lr 0.001680] [CE 4.159 (4.121)] [KD 3.007 (3.019)] +2024-10-18 00:50:37,628 - Train: 46.47% [581300/1251000] [464.7/1000.0] [batch_t 0.447 (0.431)] [data_t 0.015] [optim_t 0.432] [lr 0.001679] [CE 4.300 (4.192)] [KD 3.049 (3.017)] +2024-10-18 00:50:58,818 - Train: 46.47% [581350/1251000] [464.7/1000.0] [batch_t 0.416 (0.424)] [data_t 0.015] [optim_t 0.400] [lr 0.001679] [CE 4.090 (4.122)] [KD 2.996 (3.003)] +2024-10-18 00:51:20,278 - Train: 46.47% [581400/1251000] [464.7/1000.0] [batch_t 0.469 (0.429)] [data_t 0.015] [optim_t 0.454] [lr 0.001679] [CE 4.123 (4.109)] [KD 3.026 (2.978)] +2024-10-18 00:51:41,237 - Train: 46.48% [581450/1251000] [464.8/1000.0] [batch_t 0.432 (0.419)] [data_t 0.015] [optim_t 0.416] [lr 0.001679] [CE 3.912 (4.134)] [KD 2.847 (2.979)] +2024-10-18 00:52:02,545 - Train: 46.48% [581500/1251000] [464.8/1000.0] [batch_t 0.444 (0.426)] [data_t 0.015] [optim_t 0.428] [lr 0.001679] [CE 4.193 (4.127)] [KD 2.964 (3.025)] +2024-10-18 00:52:24,703 - Train: 46.49% [581550/1251000] [464.9/1000.0] [batch_t 0.453 (0.443)] [data_t 0.015] [optim_t 0.438] [lr 0.001679] [CE 4.255 (4.076)] [KD 3.094 (2.958)] +2024-10-18 00:52:46,551 - Train: 46.49% [581600/1251000] [464.9/1000.0] [batch_t 0.411 (0.437)] [data_t 0.015] [optim_t 0.395] [lr 0.001678] [CE 4.538 (4.219)] [KD 3.070 (3.026)] +2024-10-18 00:53:08,871 - Train: 46.49% [581650/1251000] [464.9/1000.0] [batch_t 0.397 (0.446)] [data_t 0.015] [optim_t 0.382] [lr 0.001678] [CE 4.294 (4.208)] [KD 3.225 (3.079)] +2024-10-18 00:53:31,442 - Train: 46.50% [581700/1251000] [465.0/1000.0] [batch_t 0.418 (0.451)] [data_t 0.075] [optim_t 0.343] [lr 0.001678] [CE 4.005 (4.223)] [KD 2.950 (3.035)] +2024-10-18 00:53:59,326 - Test (net): 100.00% [50/50] [batch_t 0.160 (0.440)] [top1_cnt 38426] [top5_cnt 46897] [top_all 50000] +2024-10-18 00:53:59,326 - net: 76.852 (93.794) +2024-10-18 00:54:21,784 - Test (net_E): 100.00% [50/50] [batch_t 0.176 (0.443)] [top1_cnt 40445] [top5_cnt 47721] [top_all 50000] +2024-10-18 00:54:21,785 - net_E: 80.890 (95.442) +2024-10-18 00:54:21,917 - Max [top1: 77.544 (epoch: 462)] [top1-ema: 80.890 (epoch: 465)] +2024-10-18 00:54:21,918 - ==> Total time: 3 days, 1:12:30 Eta: 3 days, 12:13:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 00:54:42,178 - Train: 46.50% [581750/1251000] [465.0/1000.0] [batch_t 0.530 (0.448)] [data_t 0.016] [optim_t 0.515] [lr 0.001678] [CE 4.213 (4.136)] [KD 3.142 (3.026)] +2024-10-18 00:55:05,105 - Train: 46.51% [581800/1251000] [465.1/1000.0] [batch_t 0.415 (0.458)] [data_t 0.015] [optim_t 0.399] [lr 0.001678] [CE 3.828 (4.150)] [KD 2.839 (2.986)] +2024-10-18 00:55:27,676 - Train: 46.51% [581850/1251000] [465.1/1000.0] [batch_t 0.459 (0.451)] [data_t 0.015] [optim_t 0.443] [lr 0.001677] [CE 3.948 (4.169)] [KD 2.764 (3.023)] +2024-10-18 00:55:50,179 - Train: 46.51% [581900/1251000] [465.1/1000.0] [batch_t 0.414 (0.450)] [data_t 0.016] [optim_t 0.398] [lr 0.001677] [CE 3.920 (4.149)] [KD 2.921 (2.986)] +2024-10-18 00:56:12,861 - Train: 46.52% [581950/1251000] [465.2/1000.0] [batch_t 0.496 (0.454)] [data_t 0.015] [optim_t 0.481] [lr 0.001677] [CE 4.183 (4.066)] [KD 3.183 (2.939)] +2024-10-18 00:56:35,620 - Train: 46.52% [582000/1251000] [465.2/1000.0] [batch_t 0.381 (0.455)] [data_t 0.015] [optim_t 0.365] [lr 0.001677] [CE 3.985 (4.175)] [KD 2.921 (2.983)] +2024-10-18 00:56:57,708 - Train: 46.53% [582050/1251000] [465.3/1000.0] [batch_t 0.440 (0.442)] [data_t 0.016] [optim_t 0.424] [lr 0.001677] [CE 4.110 (4.162)] [KD 2.995 (3.009)] +2024-10-18 00:57:20,147 - Train: 46.53% [582100/1251000] [465.3/1000.0] [batch_t 0.507 (0.449)] [data_t 0.016] [optim_t 0.491] [lr 0.001677] [CE 3.986 (4.162)] [KD 2.857 (2.977)] +2024-10-18 00:57:42,313 - Train: 46.53% [582150/1251000] [465.3/1000.0] [batch_t 0.453 (0.443)] [data_t 0.015] [optim_t 0.437] [lr 0.001676] [CE 4.437 (4.098)] [KD 3.137 (2.971)] +2024-10-18 00:58:04,361 - Train: 46.54% [582200/1251000] [465.4/1000.0] [batch_t 0.528 (0.441)] [data_t 0.015] [optim_t 0.513] [lr 0.001676] [CE 4.437 (4.114)] [KD 3.242 (3.010)] +2024-10-18 00:58:26,254 - Train: 46.54% [582250/1251000] [465.4/1000.0] [batch_t 0.414 (0.438)] [data_t 0.015] [optim_t 0.399] [lr 0.001676] [CE 4.231 (4.218)] [KD 2.973 (3.048)] +2024-10-18 00:58:47,830 - Train: 46.55% [582300/1251000] [465.5/1000.0] [batch_t 0.445 (0.431)] [data_t 0.015] [optim_t 0.430] [lr 0.001676] [CE 4.014 (4.149)] [KD 3.075 (3.006)] +2024-10-18 00:59:10,383 - Train: 46.55% [582350/1251000] [465.5/1000.0] [batch_t 0.495 (0.451)] [data_t 0.015] [optim_t 0.479] [lr 0.001676] [CE 4.142 (4.140)] [KD 2.962 (2.945)] +2024-10-18 00:59:31,871 - Train: 46.55% [582400/1251000] [465.5/1000.0] [batch_t 0.418 (0.430)] [data_t 0.016] [optim_t 0.402] [lr 0.001675] [CE 3.940 (4.202)] [KD 2.961 (3.025)] +2024-10-18 00:59:53,260 - Train: 46.56% [582450/1251000] [465.6/1000.0] [batch_t 0.397 (0.428)] [data_t 0.015] [optim_t 0.381] [lr 0.001675] [CE 4.500 (4.083)] [KD 3.188 (2.936)] +2024-10-18 01:00:14,515 - Train: 46.56% [582500/1251000] [465.6/1000.0] [batch_t 0.377 (0.425)] [data_t 0.016] [optim_t 0.361] [lr 0.001675] [CE 4.009 (4.111)] [KD 2.979 (3.019)] +2024-10-18 01:00:35,791 - Train: 46.57% [582550/1251000] [465.7/1000.0] [batch_t 0.426 (0.425)] [data_t 0.015] [optim_t 0.411] [lr 0.001675] [CE 4.047 (4.171)] [KD 2.806 (2.981)] +2024-10-18 01:00:58,279 - Train: 46.57% [582600/1251000] [465.7/1000.0] [batch_t 0.453 (0.450)] [data_t 0.015] [optim_t 0.438] [lr 0.001675] [CE 4.220 (4.218)] [KD 3.012 (3.044)] +2024-10-18 01:01:20,432 - Train: 46.57% [582650/1251000] [465.7/1000.0] [batch_t 0.461 (0.443)] [data_t 0.015] [optim_t 0.446] [lr 0.001674] [CE 4.349 (4.185)] [KD 3.069 (3.016)] +2024-10-18 01:01:42,272 - Train: 46.58% [582700/1251000] [465.8/1000.0] [batch_t 0.400 (0.437)] [data_t 0.015] [optim_t 0.385] [lr 0.001674] [CE 4.418 (4.156)] [KD 3.227 (2.982)] +2024-10-18 01:02:03,085 - Train: 46.58% [582750/1251000] [465.8/1000.0] [batch_t 0.454 (0.416)] [data_t 0.015] [optim_t 0.438] [lr 0.001674] [CE 4.218 (4.129)] [KD 3.007 (2.971)] +2024-10-18 01:02:24,441 - Train: 46.59% [582800/1251000] [465.9/1000.0] [batch_t 0.466 (0.427)] [data_t 0.015] [optim_t 0.451] [lr 0.001674] [CE 4.359 (4.197)] [KD 3.079 (3.008)] +2024-10-18 01:02:46,101 - Train: 46.59% [582850/1251000] [465.9/1000.0] [batch_t 0.481 (0.433)] [data_t 0.015] [optim_t 0.466] [lr 0.001674] [CE 3.438 (4.171)] [KD 2.530 (2.996)] +2024-10-18 01:03:07,724 - Train: 46.59% [582900/1251000] [465.9/1000.0] [batch_t 0.369 (0.432)] [data_t 0.015] [optim_t 0.354] [lr 0.001674] [CE 4.021 (4.177)] [KD 2.825 (3.036)] +2024-10-18 01:03:29,252 - Train: 46.60% [582950/1251000] [466.0/1000.0] [batch_t 0.494 (0.430)] [data_t 0.016] [optim_t 0.478] [lr 0.001673] [CE 4.088 (4.128)] [KD 2.943 (3.017)] +2024-10-18 01:03:59,003 - Test (net): 100.00% [50/50] [batch_t 0.132 (0.466)] [top1_cnt 38505] [top5_cnt 46928] [top_all 50000] +2024-10-18 01:03:59,003 - net: 77.010 (93.856) +2024-10-18 01:04:20,467 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40444] [top5_cnt 47714] [top_all 50000] +2024-10-18 01:04:20,468 - net_E: 80.888 (95.428) +2024-10-18 01:04:20,601 - Max [top1: 77.544 (epoch: 462)] [top1-ema: 80.890 (epoch: 465)] +2024-10-18 01:04:20,601 - ==> Total time: 3 days, 1:22:29 Eta: 3 days, 12:04:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 01:04:40,300 - Train: 46.60% [583000/1251000] [466.0/1000.0] [batch_t 0.361 (0.538)] [data_t 0.015] [optim_t 0.345] [lr 0.001673] [CE 4.297 (4.210)] [KD 3.016 (3.016)] +2024-10-18 01:05:02,696 - Train: 46.61% [583050/1251000] [466.1/1000.0] [batch_t 0.417 (0.448)] [data_t 0.015] [optim_t 0.402] [lr 0.001673] [CE 3.825 (4.072)] [KD 3.001 (2.938)] +2024-10-18 01:05:24,654 - Train: 46.61% [583100/1251000] [466.1/1000.0] [batch_t 0.361 (0.439)] [data_t 0.015] [optim_t 0.346] [lr 0.001673] [CE 4.228 (4.155)] [KD 3.047 (2.977)] +2024-10-18 01:05:46,739 - Train: 46.61% [583150/1251000] [466.1/1000.0] [batch_t 0.362 (0.442)] [data_t 0.016] [optim_t 0.346] [lr 0.001673] [CE 4.135 (4.198)] [KD 3.072 (3.042)] +2024-10-18 01:06:09,154 - Train: 46.62% [583200/1251000] [466.2/1000.0] [batch_t 0.578 (0.448)] [data_t 0.015] [optim_t 0.563] [lr 0.001672] [CE 4.232 (4.217)] [KD 3.153 (3.049)] +2024-10-18 01:06:30,699 - Train: 46.62% [583250/1251000] [466.2/1000.0] [batch_t 0.435 (0.431)] [data_t 0.015] [optim_t 0.420] [lr 0.001672] [CE 3.847 (4.196)] [KD 3.002 (3.045)] +2024-10-18 01:06:52,517 - Train: 46.63% [583300/1251000] [466.3/1000.0] [batch_t 0.445 (0.436)] [data_t 0.015] [optim_t 0.430] [lr 0.001672] [CE 3.994 (4.142)] [KD 3.007 (3.020)] +2024-10-18 01:07:15,044 - Train: 46.63% [583350/1251000] [466.3/1000.0] [batch_t 0.431 (0.450)] [data_t 0.015] [optim_t 0.416] [lr 0.001672] [CE 4.270 (4.143)] [KD 3.031 (2.982)] +2024-10-18 01:07:37,396 - Train: 46.63% [583400/1251000] [466.3/1000.0] [batch_t 0.361 (0.447)] [data_t 0.015] [optim_t 0.346] [lr 0.001672] [CE 3.980 (4.107)] [KD 2.853 (2.983)] +2024-10-18 01:07:59,735 - Train: 46.64% [583450/1251000] [466.4/1000.0] [batch_t 0.483 (0.447)] [data_t 0.015] [optim_t 0.468] [lr 0.001672] [CE 4.029 (4.101)] [KD 2.807 (2.970)] +2024-10-18 01:08:22,216 - Train: 46.64% [583500/1251000] [466.4/1000.0] [batch_t 0.460 (0.450)] [data_t 0.015] [optim_t 0.445] [lr 0.001671] [CE 3.979 (4.121)] [KD 2.777 (2.968)] +2024-10-18 01:08:44,480 - Train: 46.65% [583550/1251000] [466.5/1000.0] [batch_t 0.413 (0.445)] [data_t 0.015] [optim_t 0.397] [lr 0.001671] [CE 3.468 (4.192)] [KD 2.672 (3.044)] +2024-10-18 01:09:06,300 - Train: 46.65% [583600/1251000] [466.5/1000.0] [batch_t 0.365 (0.436)] [data_t 0.015] [optim_t 0.349] [lr 0.001671] [CE 3.876 (4.124)] [KD 2.727 (2.918)] +2024-10-18 01:09:28,561 - Train: 46.65% [583650/1251000] [466.5/1000.0] [batch_t 0.448 (0.445)] [data_t 0.015] [optim_t 0.433] [lr 0.001671] [CE 4.141 (4.118)] [KD 2.868 (2.974)] +2024-10-18 01:09:50,874 - Train: 46.66% [583700/1251000] [466.6/1000.0] [batch_t 0.364 (0.446)] [data_t 0.015] [optim_t 0.348] [lr 0.001671] [CE 4.026 (4.140)] [KD 3.083 (2.986)] +2024-10-18 01:10:12,830 - Train: 46.66% [583750/1251000] [466.6/1000.0] [batch_t 0.368 (0.439)] [data_t 0.015] [optim_t 0.353] [lr 0.001670] [CE 4.453 (4.127)] [KD 3.176 (3.024)] +2024-10-18 01:10:34,370 - Train: 46.67% [583800/1251000] [466.7/1000.0] [batch_t 0.481 (0.431)] [data_t 0.015] [optim_t 0.466] [lr 0.001670] [CE 3.763 (4.133)] [KD 2.898 (3.003)] +2024-10-18 01:10:55,771 - Train: 46.67% [583850/1251000] [466.7/1000.0] [batch_t 0.422 (0.428)] [data_t 0.015] [optim_t 0.407] [lr 0.001670] [CE 4.064 (4.144)] [KD 3.103 (3.041)] +2024-10-18 01:11:16,805 - Train: 46.67% [583900/1251000] [466.7/1000.0] [batch_t 0.405 (0.421)] [data_t 0.016] [optim_t 0.389] [lr 0.001670] [CE 4.338 (4.206)] [KD 3.178 (3.044)] +2024-10-18 01:11:38,216 - Train: 46.68% [583950/1251000] [466.8/1000.0] [batch_t 0.400 (0.428)] [data_t 0.015] [optim_t 0.385] [lr 0.001670] [CE 4.182 (4.104)] [KD 3.047 (2.967)] +2024-10-18 01:12:00,154 - Train: 46.68% [584000/1251000] [466.8/1000.0] [batch_t 0.603 (0.439)] [data_t 0.015] [optim_t 0.588] [lr 0.001669] [CE 4.301 (4.212)] [KD 3.136 (3.053)] +2024-10-18 01:12:21,638 - Train: 46.69% [584050/1251000] [466.9/1000.0] [batch_t 0.464 (0.430)] [data_t 0.015] [optim_t 0.448] [lr 0.001669] [CE 4.572 (4.158)] [KD 3.321 (3.031)] +2024-10-18 01:12:43,693 - Train: 46.69% [584100/1251000] [466.9/1000.0] [batch_t 0.407 (0.441)] [data_t 0.015] [optim_t 0.392] [lr 0.001669] [CE 3.999 (4.188)] [KD 3.129 (3.046)] +2024-10-18 01:13:05,550 - Train: 46.69% [584150/1251000] [466.9/1000.0] [batch_t 0.457 (0.437)] [data_t 0.015] [optim_t 0.441] [lr 0.001669] [CE 4.438 (4.089)] [KD 3.105 (2.983)] +2024-10-18 01:13:27,025 - Train: 46.70% [584200/1251000] [467.0/1000.0] [batch_t 0.525 (0.429)] [data_t 0.016] [optim_t 0.510] [lr 0.001669] [CE 4.359 (4.096)] [KD 3.108 (2.987)] +2024-10-18 01:13:55,618 - Test (net): 100.00% [50/50] [batch_t 0.156 (0.440)] [top1_cnt 38326] [top5_cnt 46804] [top_all 50000] +2024-10-18 01:13:55,618 - net: 76.652 (93.608) +2024-10-18 01:14:17,662 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 40421] [top5_cnt 47722] [top_all 50000] +2024-10-18 01:14:17,663 - net_E: 80.842 (95.444) +2024-10-18 01:14:17,808 - Max [top1: 77.544 (epoch: 462)] [top1-ema: 80.890 (epoch: 465)] +2024-10-18 01:14:17,808 - ==> Total time: 3 days, 1:32:26 Eta: 3 days, 11:56:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 01:14:36,630 - Train: 46.70% [584250/1251000] [467.0/1000.0] [batch_t 0.362 (0.531)] [data_t 0.016] [optim_t 0.347] [lr 0.001669] [CE 4.041 (4.097)] [KD 2.890 (2.966)] +2024-10-18 01:14:57,924 - Train: 46.71% [584300/1251000] [467.1/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.001668] [CE 3.659 (4.125)] [KD 2.597 (2.921)] +2024-10-18 01:15:19,746 - Train: 46.71% [584350/1251000] [467.1/1000.0] [batch_t 0.448 (0.436)] [data_t 0.016] [optim_t 0.433] [lr 0.001668] [CE 4.210 (4.181)] [KD 3.232 (3.017)] +2024-10-18 01:15:41,651 - Train: 46.71% [584400/1251000] [467.1/1000.0] [batch_t 0.385 (0.438)] [data_t 0.015] [optim_t 0.370] [lr 0.001668] [CE 4.364 (4.124)] [KD 3.026 (2.976)] +2024-10-18 01:16:03,506 - Train: 46.72% [584450/1251000] [467.2/1000.0] [batch_t 0.365 (0.437)] [data_t 0.016] [optim_t 0.350] [lr 0.001668] [CE 3.777 (4.161)] [KD 2.664 (2.983)] +2024-10-18 01:16:25,597 - Train: 46.72% [584500/1251000] [467.2/1000.0] [batch_t 0.364 (0.442)] [data_t 0.015] [optim_t 0.348] [lr 0.001668] [CE 4.060 (4.133)] [KD 2.966 (2.971)] +2024-10-18 01:16:47,216 - Train: 46.73% [584550/1251000] [467.3/1000.0] [batch_t 0.447 (0.432)] [data_t 0.015] [optim_t 0.432] [lr 0.001667] [CE 3.767 (4.145)] [KD 2.934 (2.998)] +2024-10-18 01:17:09,325 - Train: 46.73% [584600/1251000] [467.3/1000.0] [batch_t 0.485 (0.442)] [data_t 0.016] [optim_t 0.469] [lr 0.001667] [CE 4.235 (4.129)] [KD 3.011 (2.938)] +2024-10-18 01:17:31,257 - Train: 46.73% [584650/1251000] [467.3/1000.0] [batch_t 0.460 (0.439)] [data_t 0.015] [optim_t 0.445] [lr 0.001667] [CE 4.131 (4.120)] [KD 3.120 (2.951)] +2024-10-18 01:17:51,795 - Train: 46.74% [584700/1251000] [467.4/1000.0] [batch_t 0.513 (0.411)] [data_t 0.016] [optim_t 0.497] [lr 0.001667] [CE 3.808 (4.078)] [KD 2.911 (2.986)] +2024-10-18 01:18:13,867 - Train: 46.74% [584750/1251000] [467.4/1000.0] [batch_t 0.427 (0.441)] [data_t 0.015] [optim_t 0.411] [lr 0.001667] [CE 4.054 (4.133)] [KD 3.095 (3.001)] +2024-10-18 01:18:35,644 - Train: 46.75% [584800/1251000] [467.5/1000.0] [batch_t 0.466 (0.435)] [data_t 0.015] [optim_t 0.451] [lr 0.001667] [CE 4.438 (4.104)] [KD 3.081 (3.002)] +2024-10-18 01:18:57,731 - Train: 46.75% [584850/1251000] [467.5/1000.0] [batch_t 0.431 (0.442)] [data_t 0.015] [optim_t 0.416] [lr 0.001666] [CE 4.162 (4.147)] [KD 3.077 (3.001)] +2024-10-18 01:19:19,647 - Train: 46.75% [584900/1251000] [467.5/1000.0] [batch_t 0.422 (0.438)] [data_t 0.015] [optim_t 0.406] [lr 0.001666] [CE 4.161 (4.179)] [KD 2.870 (3.018)] +2024-10-18 01:19:41,822 - Train: 46.76% [584950/1251000] [467.6/1000.0] [batch_t 0.457 (0.443)] [data_t 0.015] [optim_t 0.442] [lr 0.001666] [CE 4.109 (4.163)] [KD 2.975 (3.005)] +2024-10-18 01:20:02,725 - Train: 46.76% [585000/1251000] [467.6/1000.0] [batch_t 0.393 (0.418)] [data_t 0.015] [optim_t 0.378] [lr 0.001666] [CE 3.940 (4.141)] [KD 2.912 (3.052)] +2024-10-18 01:20:23,371 - Train: 46.77% [585050/1251000] [467.7/1000.0] [batch_t 0.409 (0.413)] [data_t 0.015] [optim_t 0.394] [lr 0.001666] [CE 3.979 (4.106)] [KD 2.752 (3.015)] +2024-10-18 01:20:44,527 - Train: 46.77% [585100/1251000] [467.7/1000.0] [batch_t 0.404 (0.423)] [data_t 0.016] [optim_t 0.389] [lr 0.001665] [CE 3.906 (4.173)] [KD 2.630 (3.023)] +2024-10-18 01:21:06,198 - Train: 46.77% [585150/1251000] [467.7/1000.0] [batch_t 0.403 (0.433)] [data_t 0.015] [optim_t 0.387] [lr 0.001665] [CE 3.879 (4.099)] [KD 2.907 (2.935)] +2024-10-18 01:21:28,023 - Train: 46.78% [585200/1251000] [467.8/1000.0] [batch_t 0.364 (0.436)] [data_t 0.016] [optim_t 0.348] [lr 0.001665] [CE 3.939 (4.152)] [KD 2.944 (3.002)] +2024-10-18 01:21:49,986 - Train: 46.78% [585250/1251000] [467.8/1000.0] [batch_t 0.438 (0.439)] [data_t 0.015] [optim_t 0.422] [lr 0.001665] [CE 4.026 (4.096)] [KD 2.880 (2.974)] +2024-10-18 01:22:11,988 - Train: 46.79% [585300/1251000] [467.9/1000.0] [batch_t 0.431 (0.440)] [data_t 0.016] [optim_t 0.415] [lr 0.001665] [CE 3.791 (4.175)] [KD 2.710 (3.085)] +2024-10-18 01:22:34,541 - Train: 46.79% [585350/1251000] [467.9/1000.0] [batch_t 0.451 (0.451)] [data_t 0.015] [optim_t 0.435] [lr 0.001664] [CE 4.554 (4.109)] [KD 3.242 (2.976)] +2024-10-18 01:22:56,995 - Train: 46.79% [585400/1251000] [467.9/1000.0] [batch_t 0.460 (0.449)] [data_t 0.015] [optim_t 0.445] [lr 0.001664] [CE 4.525 (4.158)] [KD 3.279 (3.032)] +2024-10-18 01:23:19,267 - Train: 46.80% [585450/1251000] [468.0/1000.0] [batch_t 0.485 (0.445)] [data_t 0.015] [optim_t 0.470] [lr 0.001664] [CE 3.984 (4.157)] [KD 3.087 (2.992)] +2024-10-18 01:23:47,150 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 38807] [top5_cnt 47005] [top_all 50000] +2024-10-18 01:23:47,150 - net: 77.614 (94.010) +2024-10-18 01:24:09,432 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.439)] [top1_cnt 40398] [top5_cnt 47710] [top_all 50000] +2024-10-18 01:24:09,432 - net_E: 80.796 (95.420) +2024-10-18 01:24:09,555 - Max [top1: 77.614 (epoch: 468)] [top1-ema: 80.890 (epoch: 465)] +2024-10-18 01:24:09,556 - ==> Total time: 3 days, 1:42:18 Eta: 3 days, 11:47:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 01:24:29,780 - Train: 46.80% [585500/1251000] [468.0/1000.0] [batch_t 0.364 (0.496)] [data_t 0.016] [optim_t 0.348] [lr 0.001664] [CE 4.384 (4.176)] [KD 3.090 (2.983)] +2024-10-18 01:24:50,746 - Train: 46.81% [585550/1251000] [468.1/1000.0] [batch_t 0.360 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.001664] [CE 3.976 (4.156)] [KD 2.822 (3.006)] +2024-10-18 01:25:12,538 - Train: 46.81% [585600/1251000] [468.1/1000.0] [batch_t 0.481 (0.436)] [data_t 0.016] [optim_t 0.466] [lr 0.001664] [CE 4.038 (4.082)] [KD 3.067 (2.958)] +2024-10-18 01:25:34,676 - Train: 46.81% [585650/1251000] [468.1/1000.0] [batch_t 0.482 (0.443)] [data_t 0.015] [optim_t 0.467] [lr 0.001663] [CE 4.331 (4.165)] [KD 3.209 (3.004)] +2024-10-18 01:25:56,726 - Train: 46.82% [585700/1251000] [468.2/1000.0] [batch_t 0.411 (0.441)] [data_t 0.016] [optim_t 0.395] [lr 0.001663] [CE 4.292 (4.126)] [KD 2.995 (2.965)] +2024-10-18 01:26:18,661 - Train: 46.82% [585750/1251000] [468.2/1000.0] [batch_t 0.385 (0.439)] [data_t 0.016] [optim_t 0.370] [lr 0.001663] [CE 4.579 (4.150)] [KD 3.280 (3.014)] +2024-10-18 01:26:40,515 - Train: 46.83% [585800/1251000] [468.3/1000.0] [batch_t 0.417 (0.437)] [data_t 0.015] [optim_t 0.401] [lr 0.001663] [CE 4.227 (4.092)] [KD 2.950 (2.971)] +2024-10-18 01:27:02,430 - Train: 46.83% [585850/1251000] [468.3/1000.0] [batch_t 0.441 (0.438)] [data_t 0.015] [optim_t 0.426] [lr 0.001663] [CE 4.163 (4.139)] [KD 3.083 (2.946)] +2024-10-18 01:27:24,213 - Train: 46.83% [585900/1251000] [468.3/1000.0] [batch_t 0.401 (0.436)] [data_t 0.016] [optim_t 0.386] [lr 0.001662] [CE 3.574 (4.161)] [KD 2.707 (2.964)] +2024-10-18 01:27:45,486 - Train: 46.84% [585950/1251000] [468.4/1000.0] [batch_t 0.407 (0.425)] [data_t 0.015] [optim_t 0.392] [lr 0.001662] [CE 4.152 (4.151)] [KD 2.925 (2.976)] +2024-10-18 01:28:07,241 - Train: 46.84% [586000/1251000] [468.4/1000.0] [batch_t 0.367 (0.435)] [data_t 0.016] [optim_t 0.352] [lr 0.001662] [CE 4.140 (4.162)] [KD 2.991 (3.001)] +2024-10-18 01:28:28,319 - Train: 46.85% [586050/1251000] [468.5/1000.0] [batch_t 0.432 (0.421)] [data_t 0.015] [optim_t 0.417] [lr 0.001662] [CE 4.210 (4.075)] [KD 2.981 (2.954)] +2024-10-18 01:28:49,881 - Train: 46.85% [586100/1251000] [468.5/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.349] [lr 0.001662] [CE 4.261 (4.022)] [KD 3.120 (2.915)] +2024-10-18 01:29:10,493 - Train: 46.85% [586150/1251000] [468.5/1000.0] [batch_t 0.418 (0.412)] [data_t 0.016] [optim_t 0.402] [lr 0.001662] [CE 3.830 (4.105)] [KD 2.808 (2.969)] +2024-10-18 01:29:32,327 - Train: 46.86% [586200/1251000] [468.6/1000.0] [batch_t 0.527 (0.437)] [data_t 0.015] [optim_t 0.511] [lr 0.001661] [CE 4.396 (4.157)] [KD 3.170 (3.030)] +2024-10-18 01:29:54,024 - Train: 46.86% [586250/1251000] [468.6/1000.0] [batch_t 0.488 (0.434)] [data_t 0.015] [optim_t 0.473] [lr 0.001661] [CE 4.694 (4.135)] [KD 3.307 (3.010)] +2024-10-18 01:30:16,376 - Train: 46.87% [586300/1251000] [468.7/1000.0] [batch_t 0.519 (0.447)] [data_t 0.015] [optim_t 0.504] [lr 0.001661] [CE 4.339 (4.198)] [KD 3.017 (3.023)] +2024-10-18 01:30:38,005 - Train: 46.87% [586350/1251000] [468.7/1000.0] [batch_t 0.401 (0.432)] [data_t 0.016] [optim_t 0.385] [lr 0.001661] [CE 4.216 (4.213)] [KD 3.029 (3.032)] +2024-10-18 01:31:00,522 - Train: 46.87% [586400/1251000] [468.7/1000.0] [batch_t 0.446 (0.450)] [data_t 0.015] [optim_t 0.431] [lr 0.001661] [CE 3.723 (4.196)] [KD 2.865 (3.056)] +2024-10-18 01:31:22,706 - Train: 46.88% [586450/1251000] [468.8/1000.0] [batch_t 0.380 (0.444)] [data_t 0.016] [optim_t 0.365] [lr 0.001660] [CE 4.400 (4.138)] [KD 3.211 (3.018)] +2024-10-18 01:31:45,346 - Train: 46.88% [586500/1251000] [468.8/1000.0] [batch_t 0.626 (0.453)] [data_t 0.015] [optim_t 0.610] [lr 0.001660] [CE 4.310 (4.169)] [KD 3.058 (2.987)] +2024-10-18 01:32:07,389 - Train: 46.89% [586550/1251000] [468.9/1000.0] [batch_t 0.409 (0.441)] [data_t 0.016] [optim_t 0.393] [lr 0.001660] [CE 3.988 (4.135)] [KD 2.726 (2.992)] +2024-10-18 01:32:29,758 - Train: 46.89% [586600/1251000] [468.9/1000.0] [batch_t 0.405 (0.447)] [data_t 0.016] [optim_t 0.390] [lr 0.001660] [CE 4.280 (4.076)] [KD 3.048 (2.914)] +2024-10-18 01:32:51,529 - Train: 46.89% [586650/1251000] [468.9/1000.0] [batch_t 0.394 (0.435)] [data_t 0.016] [optim_t 0.378] [lr 0.001660] [CE 3.975 (4.227)] [KD 2.923 (3.028)] +2024-10-18 01:33:13,243 - Train: 46.90% [586700/1251000] [469.0/1000.0] [batch_t 0.482 (0.434)] [data_t 0.016] [optim_t 0.466] [lr 0.001659] [CE 3.800 (4.237)] [KD 3.022 (3.046)] +2024-10-18 01:33:42,866 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 38815] [top5_cnt 47080] [top_all 50000] +2024-10-18 01:33:42,867 - net: 77.630 (94.160) +2024-10-18 01:34:04,070 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40420] [top5_cnt 47712] [top_all 50000] +2024-10-18 01:34:04,071 - net_E: 80.840 (95.424) +2024-10-18 01:34:04,245 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.890 (epoch: 465)] +2024-10-18 01:34:04,246 - ==> Total time: 3 days, 1:52:12 Eta: 3 days, 11:38:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 01:34:23,883 - Train: 46.90% [586750/1251000] [469.0/1000.0] [batch_t 0.362 (0.438)] [data_t 0.016] [optim_t 0.346] [lr 0.001659] [CE 4.163 (4.154)] [KD 3.058 (2.960)] +2024-10-18 01:34:44,462 - Train: 46.91% [586800/1251000] [469.1/1000.0] [batch_t 0.454 (0.411)] [data_t 0.015] [optim_t 0.438] [lr 0.001659] [CE 4.192 (4.145)] [KD 2.960 (2.967)] +2024-10-18 01:35:06,584 - Train: 46.91% [586850/1251000] [469.1/1000.0] [batch_t 0.476 (0.442)] [data_t 0.016] [optim_t 0.460] [lr 0.001659] [CE 3.534 (4.123)] [KD 2.862 (2.963)] +2024-10-18 01:35:27,375 - Train: 46.91% [586900/1251000] [469.1/1000.0] [batch_t 0.460 (0.416)] [data_t 0.016] [optim_t 0.444] [lr 0.001659] [CE 4.169 (4.213)] [KD 3.095 (3.049)] +2024-10-18 01:35:48,722 - Train: 46.92% [586950/1251000] [469.2/1000.0] [batch_t 0.461 (0.427)] [data_t 0.015] [optim_t 0.446] [lr 0.001659] [CE 4.445 (4.083)] [KD 3.035 (2.940)] +2024-10-18 01:36:09,905 - Train: 46.92% [587000/1251000] [469.2/1000.0] [batch_t 0.455 (0.424)] [data_t 0.015] [optim_t 0.439] [lr 0.001658] [CE 4.070 (4.161)] [KD 2.939 (3.021)] +2024-10-18 01:36:30,796 - Train: 46.93% [587050/1251000] [469.3/1000.0] [batch_t 0.399 (0.418)] [data_t 0.015] [optim_t 0.384] [lr 0.001658] [CE 4.062 (4.150)] [KD 2.925 (3.006)] +2024-10-18 01:36:51,892 - Train: 46.93% [587100/1251000] [469.3/1000.0] [batch_t 0.460 (0.422)] [data_t 0.015] [optim_t 0.445] [lr 0.001658] [CE 4.720 (4.158)] [KD 3.290 (3.007)] +2024-10-18 01:37:12,991 - Train: 46.93% [587150/1251000] [469.3/1000.0] [batch_t 0.437 (0.422)] [data_t 0.015] [optim_t 0.421] [lr 0.001658] [CE 3.529 (4.150)] [KD 2.624 (2.965)] +2024-10-18 01:37:34,335 - Train: 46.94% [587200/1251000] [469.4/1000.0] [batch_t 0.401 (0.427)] [data_t 0.015] [optim_t 0.386] [lr 0.001658] [CE 4.112 (4.194)] [KD 3.112 (3.011)] +2024-10-18 01:37:55,744 - Train: 46.94% [587250/1251000] [469.4/1000.0] [batch_t 0.510 (0.428)] [data_t 0.015] [optim_t 0.494] [lr 0.001657] [CE 4.007 (4.139)] [KD 3.063 (2.968)] +2024-10-18 01:38:17,425 - Train: 46.95% [587300/1251000] [469.5/1000.0] [batch_t 0.432 (0.434)] [data_t 0.015] [optim_t 0.417] [lr 0.001657] [CE 4.637 (4.238)] [KD 3.290 (3.025)] +2024-10-18 01:38:38,577 - Train: 46.95% [587350/1251000] [469.5/1000.0] [batch_t 0.405 (0.423)] [data_t 0.015] [optim_t 0.390] [lr 0.001657] [CE 3.907 (4.107)] [KD 2.833 (2.976)] +2024-10-18 01:39:00,317 - Train: 46.95% [587400/1251000] [469.5/1000.0] [batch_t 0.411 (0.435)] [data_t 0.015] [optim_t 0.396] [lr 0.001657] [CE 4.231 (4.160)] [KD 3.004 (3.019)] +2024-10-18 01:39:21,554 - Train: 46.96% [587450/1251000] [469.6/1000.0] [batch_t 0.454 (0.425)] [data_t 0.015] [optim_t 0.438] [lr 0.001657] [CE 3.994 (4.224)] [KD 2.888 (3.050)] +2024-10-18 01:39:42,919 - Train: 46.96% [587500/1251000] [469.6/1000.0] [batch_t 0.393 (0.427)] [data_t 0.015] [optim_t 0.378] [lr 0.001656] [CE 4.258 (4.187)] [KD 2.868 (3.007)] +2024-10-18 01:40:05,040 - Train: 46.97% [587550/1251000] [469.7/1000.0] [batch_t 0.432 (0.442)] [data_t 0.087] [optim_t 0.345] [lr 0.001656] [CE 3.687 (4.152)] [KD 2.932 (3.011)] +2024-10-18 01:40:27,108 - Train: 46.97% [587600/1251000] [469.7/1000.0] [batch_t 0.548 (0.441)] [data_t 0.204] [optim_t 0.344] [lr 0.001656] [CE 4.277 (4.161)] [KD 2.906 (3.016)] +2024-10-18 01:40:48,124 - Train: 46.97% [587650/1251000] [469.7/1000.0] [batch_t 0.492 (0.420)] [data_t 0.016] [optim_t 0.476] [lr 0.001656] [CE 3.648 (4.110)] [KD 2.504 (2.970)] +2024-10-18 01:41:10,002 - Train: 46.98% [587700/1251000] [469.8/1000.0] [batch_t 0.392 (0.437)] [data_t 0.015] [optim_t 0.377] [lr 0.001656] [CE 3.537 (4.114)] [KD 2.571 (2.985)] +2024-10-18 01:41:32,354 - Train: 46.98% [587750/1251000] [469.8/1000.0] [batch_t 0.471 (0.447)] [data_t 0.016] [optim_t 0.456] [lr 0.001656] [CE 5.042 (4.198)] [KD 3.532 (3.041)] +2024-10-18 01:41:54,041 - Train: 46.99% [587800/1251000] [469.9/1000.0] [batch_t 0.361 (0.434)] [data_t 0.015] [optim_t 0.346] [lr 0.001655] [CE 4.201 (4.172)] [KD 3.236 (2.998)] +2024-10-18 01:42:15,483 - Train: 46.99% [587850/1251000] [469.9/1000.0] [batch_t 0.491 (0.429)] [data_t 0.015] [optim_t 0.476] [lr 0.001655] [CE 3.803 (4.131)] [KD 2.759 (2.975)] +2024-10-18 01:42:36,717 - Train: 46.99% [587900/1251000] [469.9/1000.0] [batch_t 0.824 (0.425)] [data_t 0.015] [optim_t 0.809] [lr 0.001655] [CE 4.349 (4.193)] [KD 3.069 (3.000)] +2024-10-18 01:42:56,599 - Train: 47.00% [587950/1251000] [470.0/1000.0] [batch_t 0.425 (0.398)] [data_t 0.015] [optim_t 0.410] [lr 0.001655] [CE 3.847 (4.168)] [KD 2.799 (2.981)] +2024-10-18 01:43:25,930 - Test (net): 100.00% [50/50] [batch_t 0.148 (0.427)] [top1_cnt 38582] [top5_cnt 46951] [top_all 50000] +2024-10-18 01:43:25,930 - net: 77.164 (93.902) +2024-10-18 01:43:47,799 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40411] [top5_cnt 47734] [top_all 50000] +2024-10-18 01:43:47,799 - net_E: 80.822 (95.468) +2024-10-18 01:43:47,994 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.890 (epoch: 465)] +2024-10-18 01:43:47,995 - ==> Total time: 3 days, 2:01:56 Eta: 3 days, 11:29:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 01:44:05,884 - Train: 47.00% [588000/1251000] [470.0/1000.0] [batch_t 0.363 (0.543)] [data_t 0.015] [optim_t 0.348] [lr 0.001655] [CE 4.007 (4.152)] [KD 2.807 (2.950)] +2024-10-18 01:44:26,553 - Train: 47.01% [588050/1251000] [470.1/1000.0] [batch_t 0.422 (0.413)] [data_t 0.015] [optim_t 0.407] [lr 0.001654] [CE 4.155 (4.191)] [KD 3.103 (3.021)] +2024-10-18 01:44:48,111 - Train: 47.01% [588100/1251000] [470.1/1000.0] [batch_t 0.524 (0.431)] [data_t 0.015] [optim_t 0.509] [lr 0.001654] [CE 4.195 (4.201)] [KD 3.055 (2.981)] +2024-10-18 01:45:09,440 - Train: 47.01% [588150/1251000] [470.1/1000.0] [batch_t 0.409 (0.426)] [data_t 0.015] [optim_t 0.393] [lr 0.001654] [CE 3.790 (4.206)] [KD 2.765 (3.027)] +2024-10-18 01:45:31,015 - Train: 47.02% [588200/1251000] [470.2/1000.0] [batch_t 0.478 (0.431)] [data_t 0.016] [optim_t 0.462] [lr 0.001654] [CE 3.716 (4.142)] [KD 2.813 (2.965)] +2024-10-18 01:45:52,440 - Train: 47.02% [588250/1251000] [470.2/1000.0] [batch_t 0.402 (0.428)] [data_t 0.015] [optim_t 0.387] [lr 0.001654] [CE 3.961 (4.118)] [KD 3.096 (2.943)] +2024-10-18 01:46:14,027 - Train: 47.03% [588300/1251000] [470.3/1000.0] [batch_t 0.412 (0.432)] [data_t 0.016] [optim_t 0.396] [lr 0.001654] [CE 3.611 (4.123)] [KD 2.701 (2.949)] +2024-10-18 01:46:35,390 - Train: 47.03% [588350/1251000] [470.3/1000.0] [batch_t 0.371 (0.427)] [data_t 0.015] [optim_t 0.356] [lr 0.001653] [CE 4.101 (4.070)] [KD 2.989 (2.892)] +2024-10-18 01:46:56,710 - Train: 47.03% [588400/1251000] [470.3/1000.0] [batch_t 0.433 (0.426)] [data_t 0.016] [optim_t 0.417] [lr 0.001653] [CE 3.860 (4.130)] [KD 2.907 (2.990)] +2024-10-18 01:47:18,056 - Train: 47.04% [588450/1251000] [470.4/1000.0] [batch_t 0.409 (0.427)] [data_t 0.015] [optim_t 0.393] [lr 0.001653] [CE 4.060 (4.126)] [KD 2.876 (2.985)] +2024-10-18 01:47:39,531 - Train: 47.04% [588500/1251000] [470.4/1000.0] [batch_t 0.453 (0.429)] [data_t 0.015] [optim_t 0.437] [lr 0.001653] [CE 4.141 (4.163)] [KD 2.909 (2.984)] +2024-10-18 01:48:00,952 - Train: 47.05% [588550/1251000] [470.5/1000.0] [batch_t 0.459 (0.428)] [data_t 0.016] [optim_t 0.443] [lr 0.001653] [CE 4.153 (4.118)] [KD 3.073 (2.970)] +2024-10-18 01:48:22,275 - Train: 47.05% [588600/1251000] [470.5/1000.0] [batch_t 0.408 (0.426)] [data_t 0.015] [optim_t 0.392] [lr 0.001652] [CE 3.981 (4.187)] [KD 2.995 (3.024)] +2024-10-18 01:48:43,839 - Train: 47.05% [588650/1251000] [470.5/1000.0] [batch_t 0.480 (0.431)] [data_t 0.140] [optim_t 0.341] [lr 0.001652] [CE 4.083 (4.148)] [KD 2.876 (3.016)] +2024-10-18 01:49:05,171 - Train: 47.06% [588700/1251000] [470.6/1000.0] [batch_t 0.513 (0.427)] [data_t 0.171] [optim_t 0.342] [lr 0.001652] [CE 4.767 (4.179)] [KD 3.523 (3.041)] +2024-10-18 01:49:26,448 - Train: 47.06% [588750/1251000] [470.6/1000.0] [batch_t 0.475 (0.425)] [data_t 0.127] [optim_t 0.348] [lr 0.001652] [CE 3.871 (4.217)] [KD 2.923 (3.051)] +2024-10-18 01:49:48,048 - Train: 47.07% [588800/1251000] [470.7/1000.0] [batch_t 0.439 (0.432)] [data_t 0.097] [optim_t 0.342] [lr 0.001652] [CE 3.844 (4.144)] [KD 2.895 (3.007)] +2024-10-18 01:50:09,510 - Train: 47.07% [588850/1251000] [470.7/1000.0] [batch_t 0.439 (0.429)] [data_t 0.096] [optim_t 0.344] [lr 0.001651] [CE 3.626 (4.181)] [KD 2.808 (3.002)] +2024-10-18 01:50:30,735 - Train: 47.07% [588900/1251000] [470.7/1000.0] [batch_t 0.399 (0.424)] [data_t 0.057] [optim_t 0.342] [lr 0.001651] [CE 4.210 (4.129)] [KD 3.164 (2.989)] +2024-10-18 01:50:52,055 - Train: 47.08% [588950/1251000] [470.8/1000.0] [batch_t 0.369 (0.426)] [data_t 0.025] [optim_t 0.344] [lr 0.001651] [CE 4.312 (4.171)] [KD 2.988 (3.004)] +2024-10-18 01:51:13,049 - Train: 47.08% [589000/1251000] [470.8/1000.0] [batch_t 0.462 (0.420)] [data_t 0.015] [optim_t 0.446] [lr 0.001651] [CE 4.112 (4.135)] [KD 2.894 (3.006)] +2024-10-18 01:51:34,842 - Train: 47.09% [589050/1251000] [470.9/1000.0] [batch_t 0.416 (0.436)] [data_t 0.015] [optim_t 0.400] [lr 0.001651] [CE 4.044 (4.088)] [KD 3.018 (3.003)] +2024-10-18 01:51:56,516 - Train: 47.09% [589100/1251000] [470.9/1000.0] [batch_t 0.393 (0.433)] [data_t 0.015] [optim_t 0.378] [lr 0.001651] [CE 4.409 (4.113)] [KD 3.152 (2.987)] +2024-10-18 01:52:18,667 - Train: 47.09% [589150/1251000] [470.9/1000.0] [batch_t 0.439 (0.443)] [data_t 0.016] [optim_t 0.423] [lr 0.001650] [CE 3.912 (4.139)] [KD 2.921 (3.021)] +2024-10-18 01:52:40,914 - Train: 47.10% [589200/1251000] [471.0/1000.0] [batch_t 0.497 (0.445)] [data_t 0.015] [optim_t 0.482] [lr 0.001650] [CE 4.179 (4.169)] [KD 3.038 (2.991)] +2024-10-18 01:53:10,958 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 38512] [top5_cnt 46963] [top_all 50000] +2024-10-18 01:53:10,959 - net: 77.024 (93.926) +2024-10-18 01:53:32,486 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 40407] [top5_cnt 47732] [top_all 50000] +2024-10-18 01:53:32,487 - net_E: 80.814 (95.464) +2024-10-18 01:53:32,624 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.890 (epoch: 465)] +2024-10-18 01:53:32,625 - ==> Total time: 3 days, 2:11:41 Eta: 3 days, 11:19:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 01:53:49,239 - Train: 47.10% [589250/1251000] [471.0/1000.0] [batch_t 0.365 (0.523)] [data_t 0.015] [optim_t 0.350] [lr 0.001650] [CE 4.373 (4.058)] [KD 3.160 (2.952)] +2024-10-18 01:54:10,175 - Train: 47.11% [589300/1251000] [471.1/1000.0] [batch_t 0.425 (0.419)] [data_t 0.015] [optim_t 0.410] [lr 0.001650] [CE 4.206 (4.145)] [KD 3.015 (2.953)] +2024-10-18 01:54:32,312 - Train: 47.11% [589350/1251000] [471.1/1000.0] [batch_t 0.442 (0.443)] [data_t 0.101] [optim_t 0.341] [lr 0.001650] [CE 4.012 (4.129)] [KD 3.000 (2.932)] +2024-10-18 01:54:54,468 - Train: 47.11% [589400/1251000] [471.1/1000.0] [batch_t 0.458 (0.443)] [data_t 0.113] [optim_t 0.345] [lr 0.001649] [CE 4.073 (4.174)] [KD 2.930 (2.968)] +2024-10-18 01:55:16,294 - Train: 47.12% [589450/1251000] [471.2/1000.0] [batch_t 0.476 (0.436)] [data_t 0.133] [optim_t 0.343] [lr 0.001649] [CE 4.066 (4.105)] [KD 2.914 (2.944)] +2024-10-18 01:55:37,325 - Train: 47.12% [589500/1251000] [471.2/1000.0] [batch_t 0.454 (0.421)] [data_t 0.108] [optim_t 0.346] [lr 0.001649] [CE 3.609 (4.085)] [KD 2.712 (2.938)] +2024-10-18 01:55:58,596 - Train: 47.13% [589550/1251000] [471.3/1000.0] [batch_t 0.404 (0.425)] [data_t 0.062] [optim_t 0.343] [lr 0.001649] [CE 4.107 (4.112)] [KD 2.880 (2.937)] +2024-10-18 01:56:20,294 - Train: 47.13% [589600/1251000] [471.3/1000.0] [batch_t 0.403 (0.434)] [data_t 0.057] [optim_t 0.346] [lr 0.001649] [CE 4.377 (4.171)] [KD 3.120 (2.997)] +2024-10-18 01:56:41,714 - Train: 47.13% [589650/1251000] [471.3/1000.0] [batch_t 0.403 (0.428)] [data_t 0.060] [optim_t 0.343] [lr 0.001649] [CE 4.410 (4.125)] [KD 2.954 (2.934)] +2024-10-18 01:57:03,019 - Train: 47.14% [589700/1251000] [471.4/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.001648] [CE 4.087 (4.115)] [KD 3.036 (2.981)] +2024-10-18 01:57:24,136 - Train: 47.14% [589750/1251000] [471.4/1000.0] [batch_t 0.383 (0.422)] [data_t 0.035] [optim_t 0.348] [lr 0.001648] [CE 4.368 (4.165)] [KD 2.967 (2.951)] +2024-10-18 01:57:45,225 - Train: 47.15% [589800/1251000] [471.5/1000.0] [batch_t 0.421 (0.422)] [data_t 0.077] [optim_t 0.344] [lr 0.001648] [CE 3.452 (4.132)] [KD 2.739 (3.003)] +2024-10-18 01:58:06,117 - Train: 47.15% [589850/1251000] [471.5/1000.0] [batch_t 0.398 (0.418)] [data_t 0.052] [optim_t 0.345] [lr 0.001648] [CE 3.896 (4.138)] [KD 2.737 (2.976)] +2024-10-18 01:58:27,010 - Train: 47.15% [589900/1251000] [471.5/1000.0] [batch_t 0.436 (0.418)] [data_t 0.090] [optim_t 0.347] [lr 0.001648] [CE 4.663 (4.190)] [KD 3.287 (2.986)] +2024-10-18 01:58:48,165 - Train: 47.16% [589950/1251000] [471.6/1000.0] [batch_t 0.475 (0.423)] [data_t 0.130] [optim_t 0.345] [lr 0.001647] [CE 4.438 (4.169)] [KD 2.933 (2.944)] +2024-10-18 01:59:09,632 - Train: 47.16% [590000/1251000] [471.6/1000.0] [batch_t 0.493 (0.429)] [data_t 0.015] [optim_t 0.477] [lr 0.001647] [CE 4.014 (4.172)] [KD 3.160 (3.001)] +2024-10-18 01:59:30,514 - Train: 47.17% [590050/1251000] [471.7/1000.0] [batch_t 0.425 (0.418)] [data_t 0.015] [optim_t 0.409] [lr 0.001647] [CE 4.332 (4.153)] [KD 3.148 (2.971)] +2024-10-18 01:59:51,667 - Train: 47.17% [590100/1251000] [471.7/1000.0] [batch_t 0.443 (0.423)] [data_t 0.101] [optim_t 0.342] [lr 0.001647] [CE 3.778 (4.150)] [KD 2.868 (2.992)] +2024-10-18 02:00:12,919 - Train: 47.17% [590150/1251000] [471.7/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.001647] [CE 4.439 (4.133)] [KD 2.987 (2.997)] +2024-10-18 02:00:34,896 - Train: 47.18% [590200/1251000] [471.8/1000.0] [batch_t 0.367 (0.439)] [data_t 0.015] [optim_t 0.352] [lr 0.001646] [CE 4.066 (4.103)] [KD 3.008 (2.992)] +2024-10-18 02:00:56,172 - Train: 47.18% [590250/1251000] [471.8/1000.0] [batch_t 0.513 (0.425)] [data_t 0.171] [optim_t 0.343] [lr 0.001646] [CE 4.398 (4.179)] [KD 3.123 (2.987)] +2024-10-18 02:01:17,696 - Train: 47.19% [590300/1251000] [471.9/1000.0] [batch_t 0.418 (0.430)] [data_t 0.015] [optim_t 0.403] [lr 0.001646] [CE 4.516 (4.121)] [KD 3.167 (2.959)] +2024-10-18 02:01:38,934 - Train: 47.19% [590350/1251000] [471.9/1000.0] [batch_t 0.362 (0.425)] [data_t 0.016] [optim_t 0.346] [lr 0.001646] [CE 4.433 (4.185)] [KD 3.075 (3.006)] +2024-10-18 02:02:00,063 - Train: 47.19% [590400/1251000] [471.9/1000.0] [batch_t 0.501 (0.422)] [data_t 0.015] [optim_t 0.485] [lr 0.001646] [CE 3.978 (4.112)] [KD 2.940 (3.028)] +2024-10-18 02:02:21,983 - Train: 47.20% [590450/1251000] [472.0/1000.0] [batch_t 0.420 (0.438)] [data_t 0.016] [optim_t 0.405] [lr 0.001646] [CE 4.078 (4.175)] [KD 3.023 (2.999)] +2024-10-18 02:02:52,724 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 38539] [top5_cnt 46941] [top_all 50000] +2024-10-18 02:02:52,725 - net: 77.078 (93.882) +2024-10-18 02:03:14,013 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40446] [top5_cnt 47772] [top_all 50000] +2024-10-18 02:03:14,013 - net_E: 80.892 (95.544) +2024-10-18 02:03:14,164 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.892 (epoch: 472)] +2024-10-18 02:03:14,165 - ==> Total time: 3 days, 2:21:22 Eta: 3 days, 11:10:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 02:03:32,411 - Train: 47.20% [590500/1251000] [472.0/1000.0] [batch_t 0.360 (0.501)] [data_t 0.015] [optim_t 0.345] [lr 0.001645] [CE 3.999 (4.086)] [KD 2.842 (2.969)] +2024-10-18 02:03:52,338 - Train: 47.21% [590550/1251000] [472.1/1000.0] [batch_t 0.421 (0.398)] [data_t 0.016] [optim_t 0.405] [lr 0.001645] [CE 4.686 (4.155)] [KD 3.168 (2.892)] +2024-10-18 02:04:13,654 - Train: 47.21% [590600/1251000] [472.1/1000.0] [batch_t 0.458 (0.426)] [data_t 0.015] [optim_t 0.443] [lr 0.001645] [CE 3.476 (4.125)] [KD 2.705 (2.923)] +2024-10-18 02:04:34,945 - Train: 47.21% [590650/1251000] [472.1/1000.0] [batch_t 0.412 (0.426)] [data_t 0.015] [optim_t 0.397] [lr 0.001645] [CE 4.095 (4.079)] [KD 2.912 (2.878)] +2024-10-18 02:04:55,876 - Train: 47.22% [590700/1251000] [472.2/1000.0] [batch_t 0.415 (0.419)] [data_t 0.015] [optim_t 0.399] [lr 0.001645] [CE 3.810 (4.122)] [KD 2.750 (2.939)] +2024-10-18 02:05:16,868 - Train: 47.22% [590750/1251000] [472.2/1000.0] [batch_t 0.447 (0.420)] [data_t 0.015] [optim_t 0.431] [lr 0.001644] [CE 4.749 (4.150)] [KD 3.341 (2.960)] +2024-10-18 02:05:38,228 - Train: 47.23% [590800/1251000] [472.3/1000.0] [batch_t 0.396 (0.427)] [data_t 0.015] [optim_t 0.381] [lr 0.001644] [CE 3.656 (4.112)] [KD 2.844 (2.943)] +2024-10-18 02:05:59,084 - Train: 47.23% [590850/1251000] [472.3/1000.0] [batch_t 0.429 (0.417)] [data_t 0.015] [optim_t 0.413] [lr 0.001644] [CE 3.945 (4.126)] [KD 3.007 (2.954)] +2024-10-18 02:06:20,370 - Train: 47.23% [590900/1251000] [472.3/1000.0] [batch_t 0.419 (0.426)] [data_t 0.015] [optim_t 0.404] [lr 0.001644] [CE 3.938 (4.073)] [KD 2.833 (2.952)] +2024-10-18 02:06:41,556 - Train: 47.24% [590950/1251000] [472.4/1000.0] [batch_t 0.413 (0.424)] [data_t 0.015] [optim_t 0.397] [lr 0.001644] [CE 4.340 (4.204)] [KD 3.020 (3.000)] +2024-10-18 02:07:03,006 - Train: 47.24% [591000/1251000] [472.4/1000.0] [batch_t 0.421 (0.429)] [data_t 0.016] [optim_t 0.405] [lr 0.001644] [CE 4.196 (4.091)] [KD 2.951 (2.929)] +2024-10-18 02:07:23,954 - Train: 47.25% [591050/1251000] [472.5/1000.0] [batch_t 0.485 (0.419)] [data_t 0.015] [optim_t 0.469] [lr 0.001643] [CE 3.568 (4.219)] [KD 2.698 (3.019)] +2024-10-18 02:07:44,981 - Train: 47.25% [591100/1251000] [472.5/1000.0] [batch_t 0.414 (0.420)] [data_t 0.015] [optim_t 0.399] [lr 0.001643] [CE 3.875 (4.136)] [KD 2.684 (2.965)] +2024-10-18 02:08:05,980 - Train: 47.25% [591150/1251000] [472.5/1000.0] [batch_t 0.466 (0.420)] [data_t 0.015] [optim_t 0.450] [lr 0.001643] [CE 3.708 (4.139)] [KD 2.828 (2.981)] +2024-10-18 02:08:27,054 - Train: 47.26% [591200/1251000] [472.6/1000.0] [batch_t 0.450 (0.421)] [data_t 0.015] [optim_t 0.434] [lr 0.001643] [CE 3.808 (4.078)] [KD 2.765 (2.938)] +2024-10-18 02:08:48,041 - Train: 47.26% [591250/1251000] [472.6/1000.0] [batch_t 0.399 (0.420)] [data_t 0.016] [optim_t 0.384] [lr 0.001643] [CE 4.056 (4.186)] [KD 2.950 (2.996)] +2024-10-18 02:09:09,287 - Train: 47.27% [591300/1251000] [472.7/1000.0] [batch_t 0.447 (0.425)] [data_t 0.015] [optim_t 0.432] [lr 0.001642] [CE 3.615 (4.101)] [KD 2.918 (2.976)] +2024-10-18 02:09:30,360 - Train: 47.27% [591350/1251000] [472.7/1000.0] [batch_t 0.365 (0.421)] [data_t 0.015] [optim_t 0.349] [lr 0.001642] [CE 4.534 (4.156)] [KD 3.032 (3.010)] +2024-10-18 02:09:51,649 - Train: 47.27% [591400/1251000] [472.7/1000.0] [batch_t 0.438 (0.426)] [data_t 0.015] [optim_t 0.423] [lr 0.001642] [CE 4.270 (4.145)] [KD 3.010 (2.996)] +2024-10-18 02:10:12,651 - Train: 47.28% [591450/1251000] [472.8/1000.0] [batch_t 0.462 (0.420)] [data_t 0.016] [optim_t 0.446] [lr 0.001642] [CE 4.394 (4.172)] [KD 2.936 (2.959)] +2024-10-18 02:10:33,618 - Train: 47.28% [591500/1251000] [472.8/1000.0] [batch_t 0.411 (0.419)] [data_t 0.016] [optim_t 0.395] [lr 0.001642] [CE 4.359 (4.157)] [KD 3.160 (3.007)] +2024-10-18 02:10:54,684 - Train: 47.29% [591550/1251000] [472.9/1000.0] [batch_t 0.448 (0.421)] [data_t 0.015] [optim_t 0.433] [lr 0.001641] [CE 3.994 (4.162)] [KD 2.935 (2.997)] +2024-10-18 02:11:15,781 - Train: 47.29% [591600/1251000] [472.9/1000.0] [batch_t 0.403 (0.422)] [data_t 0.015] [optim_t 0.388] [lr 0.001641] [CE 4.537 (4.088)] [KD 3.262 (2.924)] +2024-10-18 02:11:36,535 - Train: 47.29% [591650/1251000] [472.9/1000.0] [batch_t 0.461 (0.415)] [data_t 0.015] [optim_t 0.446] [lr 0.001641] [CE 3.685 (4.212)] [KD 2.871 (3.025)] +2024-10-18 02:11:57,294 - Train: 47.30% [591700/1251000] [473.0/1000.0] [batch_t 0.397 (0.415)] [data_t 0.015] [optim_t 0.381] [lr 0.001641] [CE 4.420 (4.173)] [KD 3.104 (2.996)] +2024-10-18 02:12:28,271 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 38525] [top5_cnt 46825] [top_all 50000] +2024-10-18 02:12:28,271 - net: 77.050 (93.650) +2024-10-18 02:12:49,630 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40447] [top5_cnt 47753] [top_all 50000] +2024-10-18 02:12:49,631 - net_E: 80.894 (95.506) +2024-10-18 02:12:49,787 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.894 (epoch: 473)] +2024-10-18 02:12:49,788 - ==> Total time: 3 days, 2:30:58 Eta: 3 days, 11:01:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 02:13:07,665 - Train: 47.30% [591750/1251000] [473.0/1000.0] [batch_t 0.362 (0.494)] [data_t 0.015] [optim_t 0.347] [lr 0.001641] [CE 3.880 (4.033)] [KD 2.951 (2.944)] +2024-10-18 02:13:29,606 - Train: 47.31% [591800/1251000] [473.1/1000.0] [batch_t 0.370 (0.439)] [data_t 0.015] [optim_t 0.355] [lr 0.001641] [CE 4.198 (4.103)] [KD 2.952 (2.964)] +2024-10-18 02:13:50,852 - Train: 47.31% [591850/1251000] [473.1/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.001640] [CE 4.424 (4.049)] [KD 3.266 (2.966)] +2024-10-18 02:14:12,492 - Train: 47.31% [591900/1251000] [473.1/1000.0] [batch_t 0.415 (0.433)] [data_t 0.015] [optim_t 0.400] [lr 0.001640] [CE 4.038 (4.119)] [KD 2.926 (2.918)] +2024-10-18 02:14:34,105 - Train: 47.32% [591950/1251000] [473.2/1000.0] [batch_t 0.449 (0.432)] [data_t 0.015] [optim_t 0.434] [lr 0.001640] [CE 4.002 (4.123)] [KD 2.982 (2.947)] +2024-10-18 02:14:56,538 - Train: 47.32% [592000/1251000] [473.2/1000.0] [batch_t 0.405 (0.449)] [data_t 0.016] [optim_t 0.390] [lr 0.001640] [CE 4.298 (4.030)] [KD 2.958 (2.889)] +2024-10-18 02:15:17,262 - Train: 47.33% [592050/1251000] [473.3/1000.0] [batch_t 0.454 (0.414)] [data_t 0.015] [optim_t 0.438] [lr 0.001640] [CE 4.448 (4.105)] [KD 2.928 (2.934)] +2024-10-18 02:15:37,375 - Train: 47.33% [592100/1251000] [473.3/1000.0] [batch_t 0.447 (0.402)] [data_t 0.016] [optim_t 0.431] [lr 0.001639] [CE 3.940 (4.068)] [KD 2.955 (2.877)] +2024-10-18 02:15:59,614 - Train: 47.33% [592150/1251000] [473.3/1000.0] [batch_t 0.516 (0.445)] [data_t 0.015] [optim_t 0.501] [lr 0.001639] [CE 4.280 (4.204)] [KD 3.035 (3.003)] +2024-10-18 02:16:21,900 - Train: 47.34% [592200/1251000] [473.4/1000.0] [batch_t 0.453 (0.446)] [data_t 0.015] [optim_t 0.438] [lr 0.001639] [CE 4.202 (4.180)] [KD 3.068 (2.980)] +2024-10-18 02:16:42,356 - Train: 47.34% [592250/1251000] [473.4/1000.0] [batch_t 0.490 (0.409)] [data_t 0.146] [optim_t 0.344] [lr 0.001639] [CE 3.988 (4.155)] [KD 2.740 (2.969)] +2024-10-18 02:17:04,018 - Train: 47.35% [592300/1251000] [473.5/1000.0] [batch_t 0.429 (0.433)] [data_t 0.016] [optim_t 0.414] [lr 0.001639] [CE 4.192 (4.104)] [KD 2.895 (2.996)] +2024-10-18 02:17:26,630 - Train: 47.35% [592350/1251000] [473.5/1000.0] [batch_t 0.422 (0.452)] [data_t 0.015] [optim_t 0.407] [lr 0.001638] [CE 4.571 (4.117)] [KD 3.170 (2.966)] +2024-10-18 02:17:47,369 - Train: 47.35% [592400/1251000] [473.5/1000.0] [batch_t 0.449 (0.415)] [data_t 0.015] [optim_t 0.433] [lr 0.001638] [CE 3.580 (4.105)] [KD 2.516 (2.958)] +2024-10-18 02:18:08,691 - Train: 47.36% [592450/1251000] [473.6/1000.0] [batch_t 0.445 (0.426)] [data_t 0.015] [optim_t 0.430] [lr 0.001638] [CE 4.083 (4.122)] [KD 2.765 (2.954)] +2024-10-18 02:18:30,783 - Train: 47.36% [592500/1251000] [473.6/1000.0] [batch_t 0.456 (0.442)] [data_t 0.016] [optim_t 0.440] [lr 0.001638] [CE 4.679 (4.123)] [KD 3.254 (2.986)] +2024-10-18 02:18:52,202 - Train: 47.37% [592550/1251000] [473.7/1000.0] [batch_t 0.436 (0.428)] [data_t 0.015] [optim_t 0.421] [lr 0.001638] [CE 4.421 (4.178)] [KD 3.144 (2.999)] +2024-10-18 02:19:12,885 - Train: 47.37% [592600/1251000] [473.7/1000.0] [batch_t 0.418 (0.414)] [data_t 0.015] [optim_t 0.403] [lr 0.001638] [CE 3.647 (4.097)] [KD 2.869 (2.979)] +2024-10-18 02:19:34,553 - Train: 47.37% [592650/1251000] [473.7/1000.0] [batch_t 0.439 (0.433)] [data_t 0.015] [optim_t 0.423] [lr 0.001637] [CE 3.939 (4.120)] [KD 3.083 (2.982)] +2024-10-18 02:19:56,797 - Train: 47.38% [592700/1251000] [473.8/1000.0] [batch_t 0.409 (0.445)] [data_t 0.015] [optim_t 0.393] [lr 0.001637] [CE 4.350 (4.121)] [KD 2.884 (2.939)] +2024-10-18 02:20:17,978 - Train: 47.38% [592750/1251000] [473.8/1000.0] [batch_t 0.428 (0.424)] [data_t 0.015] [optim_t 0.412] [lr 0.001637] [CE 3.941 (4.152)] [KD 2.771 (2.958)] +2024-10-18 02:20:38,810 - Train: 47.39% [592800/1251000] [473.9/1000.0] [batch_t 0.453 (0.417)] [data_t 0.015] [optim_t 0.438] [lr 0.001637] [CE 4.433 (4.027)] [KD 3.226 (2.918)] +2024-10-18 02:21:00,101 - Train: 47.39% [592850/1251000] [473.9/1000.0] [batch_t 0.369 (0.426)] [data_t 0.015] [optim_t 0.353] [lr 0.001637] [CE 4.291 (4.193)] [KD 2.988 (3.023)] +2024-10-18 02:21:21,533 - Train: 47.39% [592900/1251000] [473.9/1000.0] [batch_t 0.423 (0.429)] [data_t 0.016] [optim_t 0.408] [lr 0.001636] [CE 4.064 (4.062)] [KD 3.077 (2.928)] +2024-10-18 02:21:43,244 - Train: 47.40% [592950/1251000] [474.0/1000.0] [batch_t 0.393 (0.434)] [data_t 0.015] [optim_t 0.378] [lr 0.001636] [CE 4.162 (4.164)] [KD 3.000 (2.964)] +2024-10-18 02:22:14,547 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 38679] [top5_cnt 46935] [top_all 50000] +2024-10-18 02:22:14,548 - net: 77.358 (93.870) +2024-10-18 02:22:36,812 - Test (net_E): 100.00% [50/50] [batch_t 0.143 (0.438)] [top1_cnt 40443] [top5_cnt 47760] [top_all 50000] +2024-10-18 02:22:36,813 - net_E: 80.886 (95.520) +2024-10-18 02:22:36,955 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.894 (epoch: 473)] +2024-10-18 02:22:36,956 - ==> Total time: 3 days, 2:40:45 Eta: 3 days, 10:52:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 02:22:52,811 - Train: 47.40% [593000/1251000] [474.0/1000.0] [batch_t 0.368 (0.559)] [data_t 0.015] [optim_t 0.352] [lr 0.001636] [CE 4.397 (4.223)] [KD 2.751 (2.986)] +2024-10-18 02:23:15,179 - Train: 47.41% [593050/1251000] [474.1/1000.0] [batch_t 0.398 (0.447)] [data_t 0.015] [optim_t 0.383] [lr 0.001636] [CE 3.743 (4.133)] [KD 2.851 (2.957)] +2024-10-18 02:23:37,164 - Train: 47.41% [593100/1251000] [474.1/1000.0] [batch_t 0.381 (0.440)] [data_t 0.015] [optim_t 0.366] [lr 0.001636] [CE 4.205 (4.193)] [KD 3.051 (2.985)] +2024-10-18 02:23:58,656 - Train: 47.41% [593150/1251000] [474.1/1000.0] [batch_t 0.441 (0.430)] [data_t 0.015] [optim_t 0.426] [lr 0.001636] [CE 3.993 (4.088)] [KD 2.958 (2.916)] +2024-10-18 02:24:20,372 - Train: 47.42% [593200/1251000] [474.2/1000.0] [batch_t 0.433 (0.434)] [data_t 0.015] [optim_t 0.418] [lr 0.001635] [CE 4.182 (4.073)] [KD 3.054 (2.891)] +2024-10-18 02:24:41,441 - Train: 47.42% [593250/1251000] [474.2/1000.0] [batch_t 0.438 (0.421)] [data_t 0.015] [optim_t 0.423] [lr 0.001635] [CE 4.534 (4.091)] [KD 3.115 (2.911)] +2024-10-18 02:25:02,675 - Train: 47.43% [593300/1251000] [474.3/1000.0] [batch_t 0.437 (0.425)] [data_t 0.015] [optim_t 0.422] [lr 0.001635] [CE 4.382 (4.176)] [KD 3.139 (3.042)] +2024-10-18 02:25:24,014 - Train: 47.43% [593350/1251000] [474.3/1000.0] [batch_t 0.364 (0.427)] [data_t 0.015] [optim_t 0.349] [lr 0.001635] [CE 4.296 (4.152)] [KD 3.138 (3.000)] +2024-10-18 02:25:45,730 - Train: 47.43% [593400/1251000] [474.3/1000.0] [batch_t 0.442 (0.434)] [data_t 0.015] [optim_t 0.427] [lr 0.001635] [CE 4.122 (4.160)] [KD 3.029 (2.993)] +2024-10-18 02:26:07,375 - Train: 47.44% [593450/1251000] [474.4/1000.0] [batch_t 0.377 (0.433)] [data_t 0.015] [optim_t 0.362] [lr 0.001634] [CE 4.260 (4.152)] [KD 3.007 (2.970)] +2024-10-18 02:26:28,335 - Train: 47.44% [593500/1251000] [474.4/1000.0] [batch_t 0.394 (0.419)] [data_t 0.015] [optim_t 0.379] [lr 0.001634] [CE 4.466 (4.129)] [KD 3.286 (2.965)] +2024-10-18 02:26:49,683 - Train: 47.45% [593550/1251000] [474.5/1000.0] [batch_t 0.411 (0.427)] [data_t 0.015] [optim_t 0.396] [lr 0.001634] [CE 4.322 (4.176)] [KD 3.089 (2.963)] +2024-10-18 02:27:10,948 - Train: 47.45% [593600/1251000] [474.5/1000.0] [batch_t 0.380 (0.425)] [data_t 0.016] [optim_t 0.364] [lr 0.001634] [CE 4.394 (4.157)] [KD 3.187 (2.987)] +2024-10-18 02:27:32,588 - Train: 47.45% [593650/1251000] [474.5/1000.0] [batch_t 0.457 (0.433)] [data_t 0.016] [optim_t 0.442] [lr 0.001634] [CE 4.263 (4.153)] [KD 3.112 (2.942)] +2024-10-18 02:27:54,114 - Train: 47.46% [593700/1251000] [474.6/1000.0] [batch_t 0.468 (0.430)] [data_t 0.016] [optim_t 0.452] [lr 0.001633] [CE 4.387 (4.073)] [KD 2.959 (2.958)] +2024-10-18 02:28:15,542 - Train: 47.46% [593750/1251000] [474.6/1000.0] [batch_t 0.405 (0.428)] [data_t 0.016] [optim_t 0.390] [lr 0.001633] [CE 4.098 (4.172)] [KD 2.924 (2.992)] +2024-10-18 02:28:36,990 - Train: 47.47% [593800/1251000] [474.7/1000.0] [batch_t 0.396 (0.429)] [data_t 0.016] [optim_t 0.380] [lr 0.001633] [CE 4.294 (4.065)] [KD 2.903 (2.926)] +2024-10-18 02:28:58,756 - Train: 47.47% [593850/1251000] [474.7/1000.0] [batch_t 0.362 (0.435)] [data_t 0.016] [optim_t 0.347] [lr 0.001633] [CE 4.157 (4.110)] [KD 2.787 (2.943)] +2024-10-18 02:29:20,082 - Train: 47.47% [593900/1251000] [474.7/1000.0] [batch_t 0.511 (0.426)] [data_t 0.015] [optim_t 0.496] [lr 0.001633] [CE 3.758 (4.107)] [KD 2.892 (2.999)] +2024-10-18 02:29:42,120 - Train: 47.48% [593950/1251000] [474.8/1000.0] [batch_t 0.459 (0.441)] [data_t 0.016] [optim_t 0.444] [lr 0.001633] [CE 4.458 (4.141)] [KD 3.181 (2.960)] +2024-10-18 02:30:03,841 - Train: 47.48% [594000/1251000] [474.8/1000.0] [batch_t 0.405 (0.434)] [data_t 0.016] [optim_t 0.390] [lr 0.001632] [CE 4.138 (4.122)] [KD 3.080 (2.997)] +2024-10-18 02:30:25,450 - Train: 47.49% [594050/1251000] [474.9/1000.0] [batch_t 0.408 (0.432)] [data_t 0.016] [optim_t 0.392] [lr 0.001632] [CE 3.837 (4.142)] [KD 2.880 (2.955)] +2024-10-18 02:30:46,872 - Train: 47.49% [594100/1251000] [474.9/1000.0] [batch_t 0.410 (0.428)] [data_t 0.015] [optim_t 0.395] [lr 0.001632] [CE 3.756 (4.119)] [KD 2.625 (2.948)] +2024-10-18 02:31:08,308 - Train: 47.49% [594150/1251000] [474.9/1000.0] [batch_t 0.467 (0.429)] [data_t 0.016] [optim_t 0.451] [lr 0.001632] [CE 4.098 (4.125)] [KD 3.106 (2.971)] +2024-10-18 02:31:30,094 - Train: 47.50% [594200/1251000] [475.0/1000.0] [batch_t 0.409 (0.436)] [data_t 0.015] [optim_t 0.394] [lr 0.001632] [CE 4.144 (4.146)] [KD 2.929 (2.984)] +2024-10-18 02:32:01,428 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 38292] [top5_cnt 46685] [top_all 50000] +2024-10-18 02:32:01,428 - net: 76.584 (93.370) +2024-10-18 02:32:22,284 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.408)] [top1_cnt 40459] [top5_cnt 47760] [top_all 50000] +2024-10-18 02:32:22,285 - net_E: 80.918 (95.520) +2024-10-18 02:32:22,448 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.918 (epoch: 475)] +2024-10-18 02:32:22,449 - ==> Total time: 3 days, 2:50:31 Eta: 3 days, 10:43:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 02:32:38,713 - Train: 47.50% [594250/1251000] [475.0/1000.0] [batch_t 0.360 (0.480)] [data_t 0.015] [optim_t 0.345] [lr 0.001631] [CE 3.837 (4.114)] [KD 2.914 (2.938)] +2024-10-18 02:32:59,528 - Train: 47.51% [594300/1251000] [475.1/1000.0] [batch_t 0.362 (0.416)] [data_t 0.016] [optim_t 0.347] [lr 0.001631] [CE 3.827 (4.121)] [KD 2.861 (2.924)] +2024-10-18 02:33:21,021 - Train: 47.51% [594350/1251000] [475.1/1000.0] [batch_t 0.463 (0.430)] [data_t 0.016] [optim_t 0.447] [lr 0.001631] [CE 4.491 (4.133)] [KD 3.282 (2.964)] +2024-10-18 02:33:43,157 - Train: 47.51% [594400/1251000] [475.1/1000.0] [batch_t 0.452 (0.443)] [data_t 0.015] [optim_t 0.437] [lr 0.001631] [CE 3.380 (4.178)] [KD 2.736 (2.973)] +2024-10-18 02:34:05,341 - Train: 47.52% [594450/1251000] [475.2/1000.0] [batch_t 0.467 (0.444)] [data_t 0.015] [optim_t 0.451] [lr 0.001631] [CE 4.107 (4.150)] [KD 3.036 (2.991)] +2024-10-18 02:34:27,662 - Train: 47.52% [594500/1251000] [475.2/1000.0] [batch_t 0.504 (0.446)] [data_t 0.015] [optim_t 0.488] [lr 0.001630] [CE 4.205 (4.150)] [KD 3.091 (2.940)] +2024-10-18 02:34:48,944 - Train: 47.53% [594550/1251000] [475.3/1000.0] [batch_t 0.365 (0.426)] [data_t 0.016] [optim_t 0.349] [lr 0.001630] [CE 3.961 (4.160)] [KD 2.923 (2.982)] +2024-10-18 02:35:10,771 - Train: 47.53% [594600/1251000] [475.3/1000.0] [batch_t 0.454 (0.436)] [data_t 0.016] [optim_t 0.438] [lr 0.001630] [CE 4.146 (4.109)] [KD 2.975 (2.977)] +2024-10-18 02:35:32,514 - Train: 47.53% [594650/1251000] [475.3/1000.0] [batch_t 0.449 (0.435)] [data_t 0.016] [optim_t 0.434] [lr 0.001630] [CE 4.580 (4.122)] [KD 3.111 (2.987)] +2024-10-18 02:35:54,507 - Train: 47.54% [594700/1251000] [475.4/1000.0] [batch_t 0.456 (0.440)] [data_t 0.015] [optim_t 0.441] [lr 0.001630] [CE 3.973 (4.122)] [KD 2.806 (2.901)] +2024-10-18 02:36:16,154 - Train: 47.54% [594750/1251000] [475.4/1000.0] [batch_t 0.453 (0.433)] [data_t 0.015] [optim_t 0.438] [lr 0.001630] [CE 4.130 (4.121)] [KD 3.104 (2.980)] +2024-10-18 02:36:38,061 - Train: 47.55% [594800/1251000] [475.5/1000.0] [batch_t 0.468 (0.438)] [data_t 0.015] [optim_t 0.453] [lr 0.001629] [CE 4.448 (4.208)] [KD 3.077 (3.030)] +2024-10-18 02:37:00,201 - Train: 47.55% [594850/1251000] [475.5/1000.0] [batch_t 0.428 (0.443)] [data_t 0.016] [optim_t 0.413] [lr 0.001629] [CE 4.134 (4.217)] [KD 2.951 (2.938)] +2024-10-18 02:37:21,836 - Train: 47.55% [594900/1251000] [475.5/1000.0] [batch_t 0.467 (0.433)] [data_t 0.016] [optim_t 0.451] [lr 0.001629] [CE 4.277 (4.167)] [KD 2.944 (2.967)] +2024-10-18 02:37:42,742 - Train: 47.56% [594950/1251000] [475.6/1000.0] [batch_t 0.418 (0.418)] [data_t 0.015] [optim_t 0.402] [lr 0.001629] [CE 4.365 (4.178)] [KD 3.017 (2.988)] +2024-10-18 02:38:03,481 - Train: 47.56% [595000/1251000] [475.6/1000.0] [batch_t 0.430 (0.415)] [data_t 0.015] [optim_t 0.415] [lr 0.001629] [CE 4.394 (4.073)] [KD 2.900 (2.946)] +2024-10-18 02:38:24,052 - Train: 47.57% [595050/1251000] [475.7/1000.0] [batch_t 0.500 (0.411)] [data_t 0.015] [optim_t 0.484] [lr 0.001628] [CE 3.909 (4.149)] [KD 2.765 (2.986)] +2024-10-18 02:38:45,669 - Train: 47.57% [595100/1251000] [475.7/1000.0] [batch_t 0.454 (0.432)] [data_t 0.015] [optim_t 0.438] [lr 0.001628] [CE 4.093 (4.192)] [KD 2.841 (2.990)] +2024-10-18 02:39:07,634 - Train: 47.57% [595150/1251000] [475.7/1000.0] [batch_t 0.494 (0.439)] [data_t 0.015] [optim_t 0.479] [lr 0.001628] [CE 4.300 (4.142)] [KD 3.292 (2.978)] +2024-10-18 02:39:29,506 - Train: 47.58% [595200/1251000] [475.8/1000.0] [batch_t 0.434 (0.437)] [data_t 0.015] [optim_t 0.419] [lr 0.001628] [CE 4.451 (4.191)] [KD 3.163 (3.025)] +2024-10-18 02:39:51,354 - Train: 47.58% [595250/1251000] [475.8/1000.0] [batch_t 0.437 (0.437)] [data_t 0.015] [optim_t 0.421] [lr 0.001628] [CE 4.008 (4.155)] [KD 3.043 (2.956)] +2024-10-18 02:40:12,790 - Train: 47.59% [595300/1251000] [475.9/1000.0] [batch_t 0.436 (0.429)] [data_t 0.015] [optim_t 0.421] [lr 0.001628] [CE 4.261 (4.168)] [KD 3.034 (3.009)] +2024-10-18 02:40:33,927 - Train: 47.59% [595350/1251000] [475.9/1000.0] [batch_t 0.428 (0.423)] [data_t 0.015] [optim_t 0.412] [lr 0.001627] [CE 3.955 (4.173)] [KD 2.846 (2.984)] +2024-10-18 02:40:55,117 - Train: 47.59% [595400/1251000] [475.9/1000.0] [batch_t 0.408 (0.424)] [data_t 0.015] [optim_t 0.393] [lr 0.001627] [CE 4.346 (4.073)] [KD 2.915 (2.923)] +2024-10-18 02:41:16,775 - Train: 47.60% [595450/1251000] [476.0/1000.0] [batch_t 0.361 (0.433)] [data_t 0.016] [optim_t 0.346] [lr 0.001627] [CE 4.168 (4.109)] [KD 2.871 (2.956)] +2024-10-18 02:41:48,417 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.432)] [top1_cnt 38676] [top5_cnt 47005] [top_all 50000] +2024-10-18 02:41:48,418 - net: 77.352 (94.010) +2024-10-18 02:42:10,184 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 40444] [top5_cnt 47753] [top_all 50000] +2024-10-18 02:42:10,185 - net_E: 80.888 (95.506) +2024-10-18 02:42:10,346 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.918 (epoch: 475)] +2024-10-18 02:42:10,346 - ==> Total time: 3 days, 3:00:18 Eta: 3 days, 10:34:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 02:42:25,511 - Train: 47.60% [595500/1251000] [476.0/1000.0] [batch_t 0.371 (0.567)] [data_t 0.015] [optim_t 0.355] [lr 0.001627] [CE 4.616 (4.195)] [KD 3.253 (3.010)] +2024-10-18 02:42:47,048 - Train: 47.61% [595550/1251000] [476.1/1000.0] [batch_t 0.608 (0.431)] [data_t 0.140] [optim_t 0.468] [lr 0.001627] [CE 4.113 (4.094)] [KD 2.807 (2.945)] +2024-10-18 02:43:08,536 - Train: 47.61% [595600/1251000] [476.1/1000.0] [batch_t 0.420 (0.430)] [data_t 0.073] [optim_t 0.346] [lr 0.001626] [CE 3.956 (4.108)] [KD 2.731 (2.950)] +2024-10-18 02:43:30,402 - Train: 47.61% [595650/1251000] [476.1/1000.0] [batch_t 0.428 (0.437)] [data_t 0.083] [optim_t 0.345] [lr 0.001626] [CE 3.993 (4.125)] [KD 2.922 (2.955)] +2024-10-18 02:43:51,931 - Train: 47.62% [595700/1251000] [476.2/1000.0] [batch_t 0.417 (0.430)] [data_t 0.069] [optim_t 0.347] [lr 0.001626] [CE 3.961 (4.116)] [KD 2.922 (2.929)] +2024-10-18 02:44:13,115 - Train: 47.62% [595750/1251000] [476.2/1000.0] [batch_t 0.403 (0.424)] [data_t 0.057] [optim_t 0.346] [lr 0.001626] [CE 4.048 (4.158)] [KD 2.773 (2.951)] +2024-10-18 02:44:33,611 - Train: 47.63% [595800/1251000] [476.3/1000.0] [batch_t 0.384 (0.410)] [data_t 0.031] [optim_t 0.353] [lr 0.001626] [CE 3.966 (4.102)] [KD 2.998 (2.934)] +2024-10-18 02:44:54,714 - Train: 47.63% [595850/1251000] [476.3/1000.0] [batch_t 0.405 (0.422)] [data_t 0.016] [optim_t 0.389] [lr 0.001625] [CE 4.240 (4.148)] [KD 2.886 (2.938)] +2024-10-18 02:45:16,593 - Train: 47.63% [595900/1251000] [476.3/1000.0] [batch_t 0.487 (0.437)] [data_t 0.016] [optim_t 0.471] [lr 0.001625] [CE 4.399 (4.195)] [KD 3.163 (2.997)] +2024-10-18 02:45:38,647 - Train: 47.64% [595950/1251000] [476.4/1000.0] [batch_t 0.465 (0.441)] [data_t 0.015] [optim_t 0.450] [lr 0.001625] [CE 3.754 (4.027)] [KD 2.714 (2.891)] +2024-10-18 02:46:00,270 - Train: 47.64% [596000/1251000] [476.4/1000.0] [batch_t 0.376 (0.432)] [data_t 0.015] [optim_t 0.361] [lr 0.001625] [CE 3.950 (4.141)] [KD 2.707 (2.935)] +2024-10-18 02:46:21,975 - Train: 47.65% [596050/1251000] [476.5/1000.0] [batch_t 0.364 (0.434)] [data_t 0.016] [optim_t 0.349] [lr 0.001625] [CE 4.143 (4.115)] [KD 2.891 (2.968)] +2024-10-18 02:46:43,730 - Train: 47.65% [596100/1251000] [476.5/1000.0] [batch_t 0.410 (0.435)] [data_t 0.016] [optim_t 0.394] [lr 0.001625] [CE 3.938 (4.119)] [KD 2.871 (2.976)] +2024-10-18 02:47:05,674 - Train: 47.65% [596150/1251000] [476.5/1000.0] [batch_t 0.505 (0.439)] [data_t 0.015] [optim_t 0.490] [lr 0.001624] [CE 3.868 (4.119)] [KD 2.703 (2.972)] +2024-10-18 02:47:27,854 - Train: 47.66% [596200/1251000] [476.6/1000.0] [batch_t 0.416 (0.443)] [data_t 0.015] [optim_t 0.401] [lr 0.001624] [CE 4.193 (4.153)] [KD 3.184 (2.978)] +2024-10-18 02:47:50,179 - Train: 47.66% [596250/1251000] [476.6/1000.0] [batch_t 0.488 (0.446)] [data_t 0.016] [optim_t 0.473] [lr 0.001624] [CE 3.890 (4.264)] [KD 2.638 (3.014)] +2024-10-18 02:48:11,746 - Train: 47.67% [596300/1251000] [476.7/1000.0] [batch_t 0.429 (0.431)] [data_t 0.015] [optim_t 0.413] [lr 0.001624] [CE 3.478 (4.137)] [KD 2.691 (3.011)] +2024-10-18 02:48:33,656 - Train: 47.67% [596350/1251000] [476.7/1000.0] [batch_t 0.418 (0.438)] [data_t 0.015] [optim_t 0.403] [lr 0.001624] [CE 4.041 (4.164)] [KD 2.727 (2.955)] +2024-10-18 02:48:55,779 - Train: 47.67% [596400/1251000] [476.7/1000.0] [batch_t 0.432 (0.442)] [data_t 0.015] [optim_t 0.417] [lr 0.001623] [CE 3.684 (4.100)] [KD 2.602 (2.937)] +2024-10-18 02:49:17,895 - Train: 47.68% [596450/1251000] [476.8/1000.0] [batch_t 0.418 (0.442)] [data_t 0.015] [optim_t 0.403] [lr 0.001623] [CE 4.348 (4.132)] [KD 3.167 (2.962)] +2024-10-18 02:49:39,750 - Train: 47.68% [596500/1251000] [476.8/1000.0] [batch_t 0.418 (0.437)] [data_t 0.015] [optim_t 0.403] [lr 0.001623] [CE 4.637 (4.143)] [KD 3.066 (2.936)] +2024-10-18 02:50:00,583 - Train: 47.69% [596550/1251000] [476.9/1000.0] [batch_t 0.365 (0.417)] [data_t 0.016] [optim_t 0.349] [lr 0.001623] [CE 4.075 (4.216)] [KD 2.932 (3.003)] +2024-10-18 02:50:21,490 - Train: 47.69% [596600/1251000] [476.9/1000.0] [batch_t 0.451 (0.418)] [data_t 0.015] [optim_t 0.436] [lr 0.001623] [CE 3.671 (4.115)] [KD 2.542 (2.914)] +2024-10-18 02:50:43,958 - Train: 47.69% [596650/1251000] [476.9/1000.0] [batch_t 0.365 (0.449)] [data_t 0.015] [optim_t 0.350] [lr 0.001622] [CE 4.457 (4.114)] [KD 3.000 (2.985)] +2024-10-18 02:51:05,262 - Train: 47.70% [596700/1251000] [477.0/1000.0] [batch_t 0.392 (0.426)] [data_t 0.015] [optim_t 0.377] [lr 0.001622] [CE 4.153 (4.109)] [KD 3.059 (2.963)] +2024-10-18 02:51:37,632 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.429)] [top1_cnt 38588] [top5_cnt 46962] [top_all 50000] +2024-10-18 02:51:37,632 - net: 77.176 (93.924) +2024-10-18 02:51:58,791 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 40414] [top5_cnt 47746] [top_all 50000] +2024-10-18 02:51:58,792 - net_E: 80.828 (95.492) +2024-10-18 02:51:58,963 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.918 (epoch: 475)] +2024-10-18 02:51:58,964 - ==> Total time: 3 days, 3:10:07 Eta: 3 days, 10:25:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 02:52:14,184 - Train: 47.70% [596750/1251000] [477.0/1000.0] [batch_t 0.364 (0.598)] [data_t 0.015] [optim_t 0.348] [lr 0.001622] [CE 4.026 (4.174)] [KD 2.977 (2.979)] +2024-10-18 02:52:35,662 - Train: 47.71% [596800/1251000] [477.1/1000.0] [batch_t 0.489 (0.429)] [data_t 0.015] [optim_t 0.473] [lr 0.001622] [CE 3.998 (4.114)] [KD 3.092 (2.926)] +2024-10-18 02:52:57,578 - Train: 47.71% [596850/1251000] [477.1/1000.0] [batch_t 0.426 (0.438)] [data_t 0.015] [optim_t 0.411] [lr 0.001622] [CE 3.812 (4.140)] [KD 2.709 (2.951)] +2024-10-18 02:53:19,857 - Train: 47.71% [596900/1251000] [477.1/1000.0] [batch_t 0.360 (0.445)] [data_t 0.015] [optim_t 0.345] [lr 0.001622] [CE 4.182 (4.099)] [KD 3.040 (2.956)] +2024-10-18 02:53:41,517 - Train: 47.72% [596950/1251000] [477.2/1000.0] [batch_t 0.454 (0.433)] [data_t 0.015] [optim_t 0.438] [lr 0.001621] [CE 3.814 (4.140)] [KD 2.738 (2.977)] +2024-10-18 02:54:03,073 - Train: 47.72% [597000/1251000] [477.2/1000.0] [batch_t 0.365 (0.431)] [data_t 0.015] [optim_t 0.350] [lr 0.001621] [CE 4.505 (4.098)] [KD 3.162 (2.925)] +2024-10-18 02:54:24,731 - Train: 47.73% [597050/1251000] [477.3/1000.0] [batch_t 0.484 (0.433)] [data_t 0.015] [optim_t 0.469] [lr 0.001621] [CE 4.195 (4.167)] [KD 2.987 (2.966)] +2024-10-18 02:54:46,110 - Train: 47.73% [597100/1251000] [477.3/1000.0] [batch_t 0.359 (0.427)] [data_t 0.015] [optim_t 0.343] [lr 0.001621] [CE 4.310 (4.124)] [KD 3.110 (2.948)] +2024-10-18 02:55:08,165 - Train: 47.73% [597150/1251000] [477.3/1000.0] [batch_t 0.479 (0.441)] [data_t 0.015] [optim_t 0.464] [lr 0.001621] [CE 3.730 (4.076)] [KD 2.810 (2.956)] +2024-10-18 02:55:30,048 - Train: 47.74% [597200/1251000] [477.4/1000.0] [batch_t 0.462 (0.438)] [data_t 0.015] [optim_t 0.446] [lr 0.001620] [CE 4.378 (4.104)] [KD 2.761 (2.929)] +2024-10-18 02:55:51,730 - Train: 47.74% [597250/1251000] [477.4/1000.0] [batch_t 0.444 (0.434)] [data_t 0.015] [optim_t 0.429] [lr 0.001620] [CE 4.295 (4.178)] [KD 3.198 (2.986)] +2024-10-18 02:56:13,532 - Train: 47.75% [597300/1251000] [477.5/1000.0] [batch_t 0.373 (0.436)] [data_t 0.016] [optim_t 0.358] [lr 0.001620] [CE 4.786 (4.101)] [KD 3.364 (2.952)] +2024-10-18 02:56:35,290 - Train: 47.75% [597350/1251000] [477.5/1000.0] [batch_t 0.483 (0.435)] [data_t 0.015] [optim_t 0.468] [lr 0.001620] [CE 3.994 (4.076)] [KD 2.827 (2.947)] +2024-10-18 02:56:57,391 - Train: 47.75% [597400/1251000] [477.5/1000.0] [batch_t 0.435 (0.442)] [data_t 0.015] [optim_t 0.419] [lr 0.001620] [CE 3.851 (4.141)] [KD 2.740 (2.947)] +2024-10-18 02:57:19,440 - Train: 47.76% [597450/1251000] [477.6/1000.0] [batch_t 0.424 (0.441)] [data_t 0.016] [optim_t 0.408] [lr 0.001620] [CE 4.150 (4.117)] [KD 2.876 (2.916)] +2024-10-18 02:57:41,936 - Train: 47.76% [597500/1251000] [477.6/1000.0] [batch_t 0.393 (0.450)] [data_t 0.016] [optim_t 0.378] [lr 0.001619] [CE 3.967 (4.101)] [KD 2.955 (2.916)] +2024-10-18 02:58:03,832 - Train: 47.77% [597550/1251000] [477.7/1000.0] [batch_t 0.447 (0.438)] [data_t 0.016] [optim_t 0.431] [lr 0.001619] [CE 3.664 (4.114)] [KD 2.692 (2.940)] +2024-10-18 02:58:25,563 - Train: 47.77% [597600/1251000] [477.7/1000.0] [batch_t 0.466 (0.435)] [data_t 0.015] [optim_t 0.451] [lr 0.001619] [CE 3.687 (4.121)] [KD 2.607 (2.945)] +2024-10-18 02:58:47,157 - Train: 47.77% [597650/1251000] [477.7/1000.0] [batch_t 0.425 (0.432)] [data_t 0.015] [optim_t 0.409] [lr 0.001619] [CE 4.077 (4.165)] [KD 2.788 (2.988)] +2024-10-18 02:59:08,397 - Train: 47.78% [597700/1251000] [477.8/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.346] [lr 0.001619] [CE 3.826 (4.119)] [KD 2.905 (2.945)] +2024-10-18 02:59:29,500 - Train: 47.78% [597750/1251000] [477.8/1000.0] [batch_t 0.419 (0.422)] [data_t 0.015] [optim_t 0.403] [lr 0.001618] [CE 4.494 (4.134)] [KD 3.148 (2.949)] +2024-10-18 02:59:50,687 - Train: 47.79% [597800/1251000] [477.9/1000.0] [batch_t 0.365 (0.424)] [data_t 0.016] [optim_t 0.350] [lr 0.001618] [CE 4.168 (4.102)] [KD 2.969 (2.974)] +2024-10-18 03:00:12,585 - Train: 47.79% [597850/1251000] [477.9/1000.0] [batch_t 0.360 (0.438)] [data_t 0.015] [optim_t 0.345] [lr 0.001618] [CE 3.899 (4.183)] [KD 2.970 (2.994)] +2024-10-18 03:00:34,051 - Train: 47.79% [597900/1251000] [477.9/1000.0] [batch_t 0.491 (0.429)] [data_t 0.148] [optim_t 0.343] [lr 0.001618] [CE 4.237 (4.119)] [KD 2.992 (2.943)] +2024-10-18 03:00:55,299 - Train: 47.80% [597950/1251000] [478.0/1000.0] [batch_t 0.479 (0.425)] [data_t 0.136] [optim_t 0.343] [lr 0.001618] [CE 4.304 (4.090)] [KD 2.858 (2.931)] +2024-10-18 03:01:29,209 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.443)] [top1_cnt 38375] [top5_cnt 46768] [top_all 50000] +2024-10-18 03:01:29,209 - net: 76.750 (93.536) +2024-10-18 03:01:51,479 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 40437] [top5_cnt 47770] [top_all 50000] +2024-10-18 03:01:51,479 - net_E: 80.874 (95.540) +2024-10-18 03:01:51,700 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.918 (epoch: 475)] +2024-10-18 03:01:51,700 - ==> Total time: 3 days, 3:20:00 Eta: 3 days, 10:16:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 03:02:06,481 - Train: 47.80% [598000/1251000] [478.0/1000.0] [batch_t 0.596 (0.607)] [data_t 0.016] [optim_t 0.581] [lr 0.001617] [CE 4.115 (4.204)] [KD 3.060 (3.031)] +2024-10-18 03:02:28,122 - Train: 47.81% [598050/1251000] [478.1/1000.0] [batch_t 0.360 (0.433)] [data_t 0.016] [optim_t 0.345] [lr 0.001617] [CE 3.929 (4.081)] [KD 2.757 (2.902)] +2024-10-18 03:02:49,742 - Train: 47.81% [598100/1251000] [478.1/1000.0] [batch_t 0.457 (0.432)] [data_t 0.015] [optim_t 0.441] [lr 0.001617] [CE 3.707 (4.115)] [KD 2.766 (2.970)] +2024-10-18 03:03:11,502 - Train: 47.81% [598150/1251000] [478.1/1000.0] [batch_t 0.467 (0.435)] [data_t 0.015] [optim_t 0.451] [lr 0.001617] [CE 3.700 (4.122)] [KD 2.598 (2.955)] +2024-10-18 03:03:33,421 - Train: 47.82% [598200/1251000] [478.2/1000.0] [batch_t 0.830 (0.438)] [data_t 0.015] [optim_t 0.814] [lr 0.001617] [CE 4.072 (4.168)] [KD 2.885 (2.955)] +2024-10-18 03:03:54,942 - Train: 47.82% [598250/1251000] [478.2/1000.0] [batch_t 0.363 (0.430)] [data_t 0.015] [optim_t 0.348] [lr 0.001617] [CE 4.237 (4.211)] [KD 3.088 (3.009)] +2024-10-18 03:04:16,908 - Train: 47.83% [598300/1251000] [478.3/1000.0] [batch_t 0.363 (0.439)] [data_t 0.016] [optim_t 0.348] [lr 0.001616] [CE 4.070 (4.135)] [KD 3.096 (2.943)] +2024-10-18 03:04:38,803 - Train: 47.83% [598350/1251000] [478.3/1000.0] [batch_t 0.446 (0.438)] [data_t 0.016] [optim_t 0.431] [lr 0.001616] [CE 4.183 (4.207)] [KD 3.003 (2.982)] +2024-10-18 03:05:00,931 - Train: 47.83% [598400/1251000] [478.3/1000.0] [batch_t 0.460 (0.442)] [data_t 0.016] [optim_t 0.444] [lr 0.001616] [CE 3.508 (4.159)] [KD 2.674 (2.972)] +2024-10-18 03:05:23,137 - Train: 47.84% [598450/1251000] [478.4/1000.0] [batch_t 0.565 (0.444)] [data_t 0.015] [optim_t 0.550] [lr 0.001616] [CE 4.579 (4.147)] [KD 3.015 (2.939)] +2024-10-18 03:05:45,667 - Train: 47.84% [598500/1251000] [478.4/1000.0] [batch_t 0.366 (0.450)] [data_t 0.016] [optim_t 0.350] [lr 0.001616] [CE 3.836 (4.130)] [KD 2.851 (2.931)] +2024-10-18 03:06:07,725 - Train: 47.85% [598550/1251000] [478.5/1000.0] [batch_t 0.505 (0.441)] [data_t 0.016] [optim_t 0.489] [lr 0.001615] [CE 4.557 (4.192)] [KD 3.040 (2.976)] +2024-10-18 03:06:30,375 - Train: 47.85% [598600/1251000] [478.5/1000.0] [batch_t 0.496 (0.453)] [data_t 0.015] [optim_t 0.481] [lr 0.001615] [CE 4.390 (4.130)] [KD 2.996 (2.928)] +2024-10-18 03:06:52,741 - Train: 47.85% [598650/1251000] [478.5/1000.0] [batch_t 0.483 (0.447)] [data_t 0.016] [optim_t 0.467] [lr 0.001615] [CE 3.572 (4.116)] [KD 2.939 (2.961)] +2024-10-18 03:07:14,299 - Train: 47.86% [598700/1251000] [478.6/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.001615] [CE 3.637 (4.143)] [KD 2.825 (3.011)] +2024-10-18 03:07:36,764 - Train: 47.86% [598750/1251000] [478.6/1000.0] [batch_t 0.419 (0.449)] [data_t 0.015] [optim_t 0.404] [lr 0.001615] [CE 4.038 (4.161)] [KD 2.798 (2.985)] +2024-10-18 03:07:58,630 - Train: 47.87% [598800/1251000] [478.7/1000.0] [batch_t 0.473 (0.437)] [data_t 0.015] [optim_t 0.458] [lr 0.001614] [CE 3.967 (4.114)] [KD 2.941 (2.941)] +2024-10-18 03:08:21,079 - Train: 47.87% [598850/1251000] [478.7/1000.0] [batch_t 0.370 (0.449)] [data_t 0.015] [optim_t 0.355] [lr 0.001614] [CE 4.174 (4.145)] [KD 2.982 (2.970)] +2024-10-18 03:08:42,201 - Train: 47.87% [598900/1251000] [478.7/1000.0] [batch_t 0.368 (0.422)] [data_t 0.015] [optim_t 0.353] [lr 0.001614] [CE 4.097 (4.148)] [KD 2.921 (2.990)] +2024-10-18 03:09:03,827 - Train: 47.88% [598950/1251000] [478.8/1000.0] [batch_t 0.403 (0.432)] [data_t 0.015] [optim_t 0.388] [lr 0.001614] [CE 4.630 (4.107)] [KD 2.985 (2.955)] +2024-10-18 03:09:25,280 - Train: 47.88% [599000/1251000] [478.8/1000.0] [batch_t 0.445 (0.429)] [data_t 0.015] [optim_t 0.429] [lr 0.001614] [CE 4.125 (4.165)] [KD 2.863 (2.948)] +2024-10-18 03:09:46,606 - Train: 47.89% [599050/1251000] [478.9/1000.0] [batch_t 0.371 (0.426)] [data_t 0.015] [optim_t 0.355] [lr 0.001614] [CE 4.064 (4.088)] [KD 2.968 (2.979)] +2024-10-18 03:10:08,363 - Train: 47.89% [599100/1251000] [478.9/1000.0] [batch_t 0.455 (0.435)] [data_t 0.015] [optim_t 0.440] [lr 0.001613] [CE 4.463 (4.214)] [KD 2.949 (2.994)] +2024-10-18 03:10:30,041 - Train: 47.89% [599150/1251000] [478.9/1000.0] [batch_t 0.425 (0.433)] [data_t 0.015] [optim_t 0.410] [lr 0.001613] [CE 4.200 (4.148)] [KD 2.911 (2.946)] +2024-10-18 03:10:51,832 - Train: 47.90% [599200/1251000] [479.0/1000.0] [batch_t 0.880 (0.436)] [data_t 0.015] [optim_t 0.865] [lr 0.001613] [CE 4.156 (4.132)] [KD 3.061 (2.940)] +2024-10-18 03:11:25,247 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.443)] [top1_cnt 38646] [top5_cnt 46966] [top_all 50000] +2024-10-18 03:11:25,248 - net: 77.292 (93.932) +2024-10-18 03:11:47,435 - Test (net_E): 100.00% [50/50] [batch_t 0.137 (0.435)] [top1_cnt 40467] [top5_cnt 47760] [top_all 50000] +2024-10-18 03:11:47,436 - net_E: 80.934 (95.520) +2024-10-18 03:11:47,620 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.934 (epoch: 479)] +2024-10-18 03:11:47,621 - ==> Total time: 3 days, 3:29:56 Eta: 3 days, 10:07:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 03:12:02,732 - Train: 47.90% [599250/1251000] [479.0/1000.0] [batch_t 0.366 (0.504)] [data_t 0.016] [optim_t 0.351] [lr 0.001613] [CE 4.760 (4.184)] [KD 3.220 (2.982)] +2024-10-18 03:12:25,079 - Train: 47.91% [599300/1251000] [479.1/1000.0] [batch_t 0.469 (0.447)] [data_t 0.126] [optim_t 0.343] [lr 0.001613] [CE 4.317 (4.112)] [KD 3.144 (2.920)] +2024-10-18 03:12:47,607 - Train: 47.91% [599350/1251000] [479.1/1000.0] [batch_t 0.403 (0.450)] [data_t 0.015] [optim_t 0.388] [lr 0.001612] [CE 3.538 (4.159)] [KD 2.509 (2.961)] +2024-10-18 03:13:09,950 - Train: 47.91% [599400/1251000] [479.1/1000.0] [batch_t 0.364 (0.447)] [data_t 0.015] [optim_t 0.349] [lr 0.001612] [CE 4.452 (4.162)] [KD 2.991 (2.941)] +2024-10-18 03:13:32,131 - Train: 47.92% [599450/1251000] [479.2/1000.0] [batch_t 0.486 (0.443)] [data_t 0.015] [optim_t 0.470] [lr 0.001612] [CE 3.963 (4.155)] [KD 2.785 (2.962)] +2024-10-18 03:13:54,070 - Train: 47.92% [599500/1251000] [479.2/1000.0] [batch_t 0.414 (0.439)] [data_t 0.016] [optim_t 0.399] [lr 0.001612] [CE 3.697 (4.207)] [KD 2.723 (2.949)] +2024-10-18 03:14:16,414 - Train: 47.93% [599550/1251000] [479.3/1000.0] [batch_t 0.481 (0.447)] [data_t 0.015] [optim_t 0.466] [lr 0.001612] [CE 4.237 (4.156)] [KD 3.034 (2.962)] +2024-10-18 03:14:38,353 - Train: 47.93% [599600/1251000] [479.3/1000.0] [batch_t 0.365 (0.439)] [data_t 0.015] [optim_t 0.349] [lr 0.001612] [CE 4.808 (4.132)] [KD 3.381 (2.950)] +2024-10-18 03:14:59,741 - Train: 47.93% [599650/1251000] [479.3/1000.0] [batch_t 0.452 (0.428)] [data_t 0.015] [optim_t 0.437] [lr 0.001611] [CE 4.367 (4.159)] [KD 2.929 (2.982)] +2024-10-18 03:15:21,359 - Train: 47.94% [599700/1251000] [479.4/1000.0] [batch_t 0.522 (0.432)] [data_t 0.016] [optim_t 0.507] [lr 0.001611] [CE 3.853 (4.137)] [KD 2.973 (3.001)] +2024-10-18 03:15:42,917 - Train: 47.94% [599750/1251000] [479.4/1000.0] [batch_t 0.441 (0.431)] [data_t 0.016] [optim_t 0.426] [lr 0.001611] [CE 4.099 (4.157)] [KD 2.931 (2.976)] +2024-10-18 03:16:05,276 - Train: 47.95% [599800/1251000] [479.5/1000.0] [batch_t 0.385 (0.447)] [data_t 0.016] [optim_t 0.369] [lr 0.001611] [CE 4.421 (4.121)] [KD 3.189 (2.985)] +2024-10-18 03:16:27,438 - Train: 47.95% [599850/1251000] [479.5/1000.0] [batch_t 0.447 (0.443)] [data_t 0.015] [optim_t 0.431] [lr 0.001611] [CE 4.392 (4.130)] [KD 3.092 (2.952)] +2024-10-18 03:16:49,816 - Train: 47.95% [599900/1251000] [479.5/1000.0] [batch_t 0.502 (0.447)] [data_t 0.016] [optim_t 0.487] [lr 0.001610] [CE 4.071 (4.105)] [KD 2.725 (2.915)] +2024-10-18 03:17:12,026 - Train: 47.96% [599950/1251000] [479.6/1000.0] [batch_t 0.365 (0.444)] [data_t 0.016] [optim_t 0.350] [lr 0.001610] [CE 3.923 (4.086)] [KD 2.901 (2.953)] +2024-10-18 03:17:33,994 - Train: 47.96% [600000/1251000] [479.6/1000.0] [batch_t 0.368 (0.439)] [data_t 0.015] [optim_t 0.353] [lr 0.001610] [CE 4.377 (4.122)] [KD 3.215 (2.936)] +2024-10-18 03:17:55,759 - Train: 47.97% [600050/1251000] [479.7/1000.0] [batch_t 0.479 (0.435)] [data_t 0.015] [optim_t 0.463] [lr 0.001610] [CE 3.985 (4.129)] [KD 2.898 (2.932)] +2024-10-18 03:18:17,655 - Train: 47.97% [600100/1251000] [479.7/1000.0] [batch_t 0.480 (0.438)] [data_t 0.015] [optim_t 0.464] [lr 0.001610] [CE 3.837 (4.202)] [KD 2.714 (2.992)] +2024-10-18 03:18:39,618 - Train: 47.97% [600150/1251000] [479.7/1000.0] [batch_t 0.373 (0.439)] [data_t 0.016] [optim_t 0.358] [lr 0.001609] [CE 3.953 (4.149)] [KD 2.964 (2.974)] +2024-10-18 03:19:01,524 - Train: 47.98% [600200/1251000] [479.8/1000.0] [batch_t 0.374 (0.438)] [data_t 0.016] [optim_t 0.358] [lr 0.001609] [CE 4.225 (4.224)] [KD 3.057 (3.017)] +2024-10-18 03:19:23,782 - Train: 47.98% [600250/1251000] [479.8/1000.0] [batch_t 0.367 (0.445)] [data_t 0.015] [optim_t 0.351] [lr 0.001609] [CE 4.430 (4.140)] [KD 3.111 (2.966)] +2024-10-18 03:19:45,425 - Train: 47.99% [600300/1251000] [479.9/1000.0] [batch_t 0.513 (0.433)] [data_t 0.016] [optim_t 0.497] [lr 0.001609] [CE 4.058 (4.195)] [KD 2.889 (2.990)] +2024-10-18 03:20:07,365 - Train: 47.99% [600350/1251000] [479.9/1000.0] [batch_t 0.382 (0.439)] [data_t 0.015] [optim_t 0.367] [lr 0.001609] [CE 4.672 (4.154)] [KD 3.282 (2.967)] +2024-10-18 03:20:28,744 - Train: 47.99% [600400/1251000] [479.9/1000.0] [batch_t 0.439 (0.427)] [data_t 0.015] [optim_t 0.423] [lr 0.001609] [CE 3.890 (4.107)] [KD 2.733 (2.961)] +2024-10-18 03:20:49,831 - Train: 48.00% [600450/1251000] [480.0/1000.0] [batch_t 0.441 (0.422)] [data_t 0.016] [optim_t 0.425] [lr 0.001608] [CE 3.955 (4.116)] [KD 3.054 (2.906)] +2024-10-18 03:21:23,159 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 38662] [top5_cnt 47073] [top_all 50000] +2024-10-18 03:21:23,160 - net: 77.324 (94.146) +2024-10-18 03:21:45,020 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 40466] [top5_cnt 47766] [top_all 50000] +2024-10-18 03:21:45,021 - net_E: 80.932 (95.532) +2024-10-18 03:21:45,180 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.934 (epoch: 479)] +2024-10-18 03:21:45,181 - ==> Total time: 3 days, 3:39:53 Eta: 3 days, 9:58:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 03:22:00,377 - Train: 48.00% [600500/1251000] [480.0/1000.0] [batch_t 0.362 (0.529)] [data_t 0.016] [optim_t 0.346] [lr 0.001608] [CE 3.774 (4.028)] [KD 2.815 (2.856)] +2024-10-18 03:22:21,360 - Train: 48.01% [600550/1251000] [480.1/1000.0] [batch_t 0.888 (0.420)] [data_t 0.545] [optim_t 0.342] [lr 0.001608] [CE 4.295 (4.139)] [KD 3.057 (2.900)] +2024-10-18 03:22:42,153 - Train: 48.01% [600600/1251000] [480.1/1000.0] [batch_t 0.446 (0.416)] [data_t 0.102] [optim_t 0.344] [lr 0.001608] [CE 3.745 (4.102)] [KD 3.164 (2.954)] +2024-10-18 03:23:04,255 - Train: 48.01% [600650/1251000] [480.1/1000.0] [batch_t 0.493 (0.442)] [data_t 0.150] [optim_t 0.343] [lr 0.001608] [CE 4.441 (4.142)] [KD 3.048 (2.952)] +2024-10-18 03:23:26,382 - Train: 48.02% [600700/1251000] [480.2/1000.0] [batch_t 0.365 (0.442)] [data_t 0.015] [optim_t 0.350] [lr 0.001607] [CE 4.264 (4.149)] [KD 3.048 (2.964)] +2024-10-18 03:23:47,837 - Train: 48.02% [600750/1251000] [480.2/1000.0] [batch_t 0.367 (0.429)] [data_t 0.015] [optim_t 0.352] [lr 0.001607] [CE 4.403 (4.120)] [KD 3.019 (2.917)] +2024-10-18 03:24:09,381 - Train: 48.03% [600800/1251000] [480.3/1000.0] [batch_t 0.373 (0.431)] [data_t 0.029] [optim_t 0.343] [lr 0.001607] [CE 3.723 (4.100)] [KD 2.707 (2.892)] +2024-10-18 03:24:31,012 - Train: 48.03% [600850/1251000] [480.3/1000.0] [batch_t 0.364 (0.433)] [data_t 0.015] [optim_t 0.349] [lr 0.001607] [CE 4.335 (4.196)] [KD 2.846 (2.933)] +2024-10-18 03:24:52,140 - Train: 48.03% [600900/1251000] [480.3/1000.0] [batch_t 0.445 (0.422)] [data_t 0.102] [optim_t 0.344] [lr 0.001607] [CE 3.789 (4.105)] [KD 2.925 (2.906)] +2024-10-18 03:25:13,248 - Train: 48.04% [600950/1251000] [480.4/1000.0] [batch_t 0.480 (0.422)] [data_t 0.015] [optim_t 0.464] [lr 0.001606] [CE 3.943 (4.162)] [KD 2.819 (2.984)] +2024-10-18 03:25:34,927 - Train: 48.04% [601000/1251000] [480.4/1000.0] [batch_t 0.435 (0.433)] [data_t 0.015] [optim_t 0.419] [lr 0.001606] [CE 4.149 (4.122)] [KD 3.026 (2.996)] +2024-10-18 03:25:56,099 - Train: 48.05% [601050/1251000] [480.5/1000.0] [batch_t 0.428 (0.423)] [data_t 0.083] [optim_t 0.346] [lr 0.001606] [CE 4.546 (4.149)] [KD 3.281 (2.969)] +2024-10-18 03:26:17,262 - Train: 48.05% [601100/1251000] [480.5/1000.0] [batch_t 0.409 (0.423)] [data_t 0.068] [optim_t 0.341] [lr 0.001606] [CE 4.048 (4.151)] [KD 2.960 (2.994)] +2024-10-18 03:26:38,470 - Train: 48.05% [601150/1251000] [480.5/1000.0] [batch_t 0.473 (0.424)] [data_t 0.016] [optim_t 0.458] [lr 0.001606] [CE 3.895 (4.125)] [KD 2.828 (2.966)] +2024-10-18 03:27:00,063 - Train: 48.06% [601200/1251000] [480.6/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.001606] [CE 4.351 (4.191)] [KD 3.051 (2.994)] +2024-10-18 03:27:20,556 - Train: 48.06% [601250/1251000] [480.6/1000.0] [batch_t 0.391 (0.410)] [data_t 0.015] [optim_t 0.376] [lr 0.001605] [CE 3.831 (4.050)] [KD 2.757 (2.949)] +2024-10-18 03:27:42,401 - Train: 48.07% [601300/1251000] [480.7/1000.0] [batch_t 0.903 (0.437)] [data_t 0.127] [optim_t 0.776] [lr 0.001605] [CE 4.308 (4.175)] [KD 3.032 (3.027)] +2024-10-18 03:28:03,882 - Train: 48.07% [601350/1251000] [480.7/1000.0] [batch_t 0.421 (0.430)] [data_t 0.015] [optim_t 0.406] [lr 0.001605] [CE 3.497 (4.054)] [KD 2.835 (2.944)] +2024-10-18 03:28:26,027 - Train: 48.07% [601400/1251000] [480.7/1000.0] [batch_t 0.365 (0.443)] [data_t 0.015] [optim_t 0.350] [lr 0.001605] [CE 3.883 (4.130)] [KD 2.855 (2.964)] +2024-10-18 03:28:47,508 - Train: 48.08% [601450/1251000] [480.8/1000.0] [batch_t 0.464 (0.430)] [data_t 0.015] [optim_t 0.449] [lr 0.001605] [CE 4.105 (4.133)] [KD 2.944 (2.934)] +2024-10-18 03:29:08,823 - Train: 48.08% [601500/1251000] [480.8/1000.0] [batch_t 0.386 (0.426)] [data_t 0.015] [optim_t 0.371] [lr 0.001604] [CE 3.791 (4.176)] [KD 2.764 (2.944)] +2024-10-18 03:29:30,374 - Train: 48.09% [601550/1251000] [480.9/1000.0] [batch_t 0.521 (0.431)] [data_t 0.016] [optim_t 0.506] [lr 0.001604] [CE 4.114 (4.108)] [KD 3.112 (2.970)] +2024-10-18 03:29:52,595 - Train: 48.09% [601600/1251000] [480.9/1000.0] [batch_t 0.559 (0.444)] [data_t 0.015] [optim_t 0.544] [lr 0.001604] [CE 3.892 (4.168)] [KD 2.957 (2.988)] +2024-10-18 03:30:14,014 - Train: 48.09% [601650/1251000] [480.9/1000.0] [batch_t 0.421 (0.428)] [data_t 0.015] [optim_t 0.406] [lr 0.001604] [CE 4.135 (4.146)] [KD 3.095 (3.000)] +2024-10-18 03:30:35,470 - Train: 48.10% [601700/1251000] [481.0/1000.0] [batch_t 0.367 (0.429)] [data_t 0.016] [optim_t 0.351] [lr 0.001604] [CE 4.541 (4.210)] [KD 3.185 (3.003)] +2024-10-18 03:31:09,384 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.428)] [top1_cnt 38650] [top5_cnt 46927] [top_all 50000] +2024-10-18 03:31:09,385 - net: 77.300 (93.854) +2024-10-18 03:31:31,078 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40474] [top5_cnt 47732] [top_all 50000] +2024-10-18 03:31:31,079 - net_E: 80.948 (95.464) +2024-10-18 03:31:31,259 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.948 (epoch: 481)] +2024-10-18 03:31:31,260 - ==> Total time: 3 days, 3:49:39 Eta: 3 days, 9:49:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 03:31:46,623 - Train: 48.10% [601750/1251000] [481.0/1000.0] [batch_t 0.362 (0.575)] [data_t 0.016] [optim_t 0.346] [lr 0.001604] [CE 4.290 (4.103)] [KD 2.946 (2.957)] +2024-10-18 03:32:06,791 - Train: 48.11% [601800/1251000] [481.1/1000.0] [batch_t 0.395 (0.403)] [data_t 0.016] [optim_t 0.379] [lr 0.001603] [CE 4.227 (4.121)] [KD 2.968 (2.941)] +2024-10-18 03:32:28,526 - Train: 48.11% [601850/1251000] [481.1/1000.0] [batch_t 0.367 (0.435)] [data_t 0.015] [optim_t 0.352] [lr 0.001603] [CE 4.137 (4.069)] [KD 2.837 (2.887)] +2024-10-18 03:32:50,497 - Train: 48.11% [601900/1251000] [481.1/1000.0] [batch_t 0.460 (0.439)] [data_t 0.015] [optim_t 0.444] [lr 0.001603] [CE 4.296 (4.151)] [KD 3.050 (2.943)] +2024-10-18 03:33:12,397 - Train: 48.12% [601950/1251000] [481.2/1000.0] [batch_t 0.394 (0.438)] [data_t 0.015] [optim_t 0.378] [lr 0.001603] [CE 4.583 (4.180)] [KD 2.994 (2.960)] +2024-10-18 03:33:34,401 - Train: 48.12% [602000/1251000] [481.2/1000.0] [batch_t 0.481 (0.440)] [data_t 0.015] [optim_t 0.465] [lr 0.001603] [CE 4.575 (4.125)] [KD 3.346 (2.939)] +2024-10-18 03:33:56,233 - Train: 48.13% [602050/1251000] [481.3/1000.0] [batch_t 0.424 (0.437)] [data_t 0.016] [optim_t 0.409] [lr 0.001602] [CE 4.285 (4.168)] [KD 3.173 (2.961)] +2024-10-18 03:34:17,908 - Train: 48.13% [602100/1251000] [481.3/1000.0] [batch_t 0.449 (0.433)] [data_t 0.015] [optim_t 0.434] [lr 0.001602] [CE 4.126 (4.080)] [KD 2.919 (2.905)] +2024-10-18 03:34:39,932 - Train: 48.13% [602150/1251000] [481.3/1000.0] [batch_t 0.468 (0.440)] [data_t 0.016] [optim_t 0.452] [lr 0.001602] [CE 4.086 (4.147)] [KD 2.712 (2.953)] +2024-10-18 03:35:01,205 - Train: 48.14% [602200/1251000] [481.4/1000.0] [batch_t 0.368 (0.425)] [data_t 0.016] [optim_t 0.352] [lr 0.001602] [CE 4.446 (4.110)] [KD 3.071 (2.940)] +2024-10-18 03:35:21,999 - Train: 48.14% [602250/1251000] [481.4/1000.0] [batch_t 0.515 (0.416)] [data_t 0.015] [optim_t 0.499] [lr 0.001602] [CE 4.060 (4.165)] [KD 2.971 (2.947)] +2024-10-18 03:35:42,779 - Train: 48.15% [602300/1251000] [481.5/1000.0] [batch_t 0.417 (0.415)] [data_t 0.015] [optim_t 0.402] [lr 0.001601] [CE 3.926 (4.165)] [KD 3.000 (2.963)] +2024-10-18 03:36:04,875 - Train: 48.15% [602350/1251000] [481.5/1000.0] [batch_t 0.511 (0.442)] [data_t 0.015] [optim_t 0.495] [lr 0.001601] [CE 4.175 (4.170)] [KD 2.807 (2.951)] +2024-10-18 03:36:26,386 - Train: 48.15% [602400/1251000] [481.5/1000.0] [batch_t 0.532 (0.430)] [data_t 0.015] [optim_t 0.516] [lr 0.001601] [CE 3.936 (4.194)] [KD 2.721 (2.955)] +2024-10-18 03:36:48,089 - Train: 48.16% [602450/1251000] [481.6/1000.0] [batch_t 0.558 (0.434)] [data_t 0.015] [optim_t 0.543] [lr 0.001601] [CE 4.246 (4.120)] [KD 2.900 (2.932)] +2024-10-18 03:37:08,983 - Train: 48.16% [602500/1251000] [481.6/1000.0] [batch_t 0.391 (0.418)] [data_t 0.016] [optim_t 0.375] [lr 0.001601] [CE 4.400 (4.084)] [KD 2.900 (2.899)] +2024-10-18 03:37:30,819 - Train: 48.17% [602550/1251000] [481.7/1000.0] [batch_t 0.445 (0.437)] [data_t 0.015] [optim_t 0.430] [lr 0.001601] [CE 3.965 (4.187)] [KD 2.813 (2.945)] +2024-10-18 03:37:52,865 - Train: 48.17% [602600/1251000] [481.7/1000.0] [batch_t 0.363 (0.441)] [data_t 0.016] [optim_t 0.347] [lr 0.001600] [CE 3.813 (4.070)] [KD 2.628 (2.895)] +2024-10-18 03:38:14,764 - Train: 48.17% [602650/1251000] [481.7/1000.0] [batch_t 0.360 (0.438)] [data_t 0.016] [optim_t 0.344] [lr 0.001600] [CE 4.235 (4.195)] [KD 2.932 (2.980)] +2024-10-18 03:38:36,344 - Train: 48.18% [602700/1251000] [481.8/1000.0] [batch_t 0.417 (0.431)] [data_t 0.015] [optim_t 0.402] [lr 0.001600] [CE 4.074 (4.132)] [KD 2.928 (2.997)] +2024-10-18 03:38:58,440 - Train: 48.18% [602750/1251000] [481.8/1000.0] [batch_t 0.365 (0.442)] [data_t 0.015] [optim_t 0.350] [lr 0.001600] [CE 3.954 (4.155)] [KD 2.766 (3.007)] +2024-10-18 03:39:20,512 - Train: 48.19% [602800/1251000] [481.9/1000.0] [batch_t 0.367 (0.441)] [data_t 0.015] [optim_t 0.352] [lr 0.001600] [CE 4.355 (4.250)] [KD 2.905 (2.983)] +2024-10-18 03:39:42,256 - Train: 48.19% [602850/1251000] [481.9/1000.0] [batch_t 0.504 (0.435)] [data_t 0.015] [optim_t 0.489] [lr 0.001599] [CE 4.222 (4.121)] [KD 3.227 (2.949)] +2024-10-18 03:40:03,526 - Train: 48.19% [602900/1251000] [481.9/1000.0] [batch_t 0.419 (0.425)] [data_t 0.016] [optim_t 0.404] [lr 0.001599] [CE 4.045 (4.116)] [KD 2.790 (2.967)] +2024-10-18 03:40:24,083 - Train: 48.20% [602950/1251000] [482.0/1000.0] [batch_t 0.430 (0.411)] [data_t 0.016] [optim_t 0.414] [lr 0.001599] [CE 3.839 (4.186)] [KD 2.705 (2.955)] +2024-10-18 03:40:58,312 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 38524] [top5_cnt 46900] [top_all 50000] +2024-10-18 03:40:58,313 - net: 77.048 (93.800) +2024-10-18 03:41:19,576 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40468] [top5_cnt 47722] [top_all 50000] +2024-10-18 03:41:19,577 - net_E: 80.936 (95.444) +2024-10-18 03:41:19,763 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.948 (epoch: 481)] +2024-10-18 03:41:19,764 - ==> Total time: 3 days, 3:59:28 Eta: 3 days, 9:40:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 03:41:32,490 - Train: 48.20% [603000/1251000] [482.0/1000.0] [batch_t 0.366 (0.604)] [data_t 0.015] [optim_t 0.350] [lr 0.001599] [CE 3.735 (4.142)] [KD 2.886 (2.973)] +2024-10-18 03:41:53,590 - Train: 48.21% [603050/1251000] [482.1/1000.0] [batch_t 0.365 (0.422)] [data_t 0.015] [optim_t 0.349] [lr 0.001599] [CE 3.938 (4.077)] [KD 2.823 (2.907)] +2024-10-18 03:42:14,843 - Train: 48.21% [603100/1251000] [482.1/1000.0] [batch_t 0.423 (0.425)] [data_t 0.015] [optim_t 0.408] [lr 0.001598] [CE 4.427 (4.265)] [KD 3.077 (3.003)] +2024-10-18 03:42:35,905 - Train: 48.21% [603150/1251000] [482.1/1000.0] [batch_t 0.420 (0.421)] [data_t 0.015] [optim_t 0.405] [lr 0.001598] [CE 4.488 (4.142)] [KD 2.997 (2.923)] +2024-10-18 03:42:56,617 - Train: 48.22% [603200/1251000] [482.2/1000.0] [batch_t 0.359 (0.414)] [data_t 0.016] [optim_t 0.344] [lr 0.001598] [CE 4.241 (4.083)] [KD 3.066 (2.875)] +2024-10-18 03:43:17,557 - Train: 48.22% [603250/1251000] [482.2/1000.0] [batch_t 0.410 (0.419)] [data_t 0.015] [optim_t 0.394] [lr 0.001598] [CE 4.315 (4.131)] [KD 3.084 (2.927)] +2024-10-18 03:43:38,846 - Train: 48.23% [603300/1251000] [482.3/1000.0] [batch_t 0.364 (0.426)] [data_t 0.015] [optim_t 0.349] [lr 0.001598] [CE 4.548 (4.112)] [KD 3.061 (2.922)] +2024-10-18 03:44:00,075 - Train: 48.23% [603350/1251000] [482.3/1000.0] [batch_t 0.398 (0.424)] [data_t 0.015] [optim_t 0.383] [lr 0.001598] [CE 3.758 (4.107)] [KD 2.946 (2.918)] +2024-10-18 03:44:21,545 - Train: 48.23% [603400/1251000] [482.3/1000.0] [batch_t 0.380 (0.429)] [data_t 0.015] [optim_t 0.364] [lr 0.001597] [CE 3.964 (4.123)] [KD 2.775 (2.934)] +2024-10-18 03:44:42,891 - Train: 48.24% [603450/1251000] [482.4/1000.0] [batch_t 0.453 (0.427)] [data_t 0.015] [optim_t 0.438] [lr 0.001597] [CE 4.136 (4.110)] [KD 2.952 (2.952)] +2024-10-18 03:45:04,330 - Train: 48.24% [603500/1251000] [482.4/1000.0] [batch_t 0.492 (0.429)] [data_t 0.015] [optim_t 0.476] [lr 0.001597] [CE 4.416 (4.134)] [KD 3.041 (2.912)] +2024-10-18 03:45:25,530 - Train: 48.25% [603550/1251000] [482.5/1000.0] [batch_t 0.433 (0.424)] [data_t 0.015] [optim_t 0.417] [lr 0.001597] [CE 3.722 (4.111)] [KD 2.871 (2.959)] +2024-10-18 03:45:46,806 - Train: 48.25% [603600/1251000] [482.5/1000.0] [batch_t 0.473 (0.425)] [data_t 0.015] [optim_t 0.457] [lr 0.001597] [CE 3.887 (4.168)] [KD 2.588 (2.986)] +2024-10-18 03:46:08,423 - Train: 48.25% [603650/1251000] [482.5/1000.0] [batch_t 0.358 (0.432)] [data_t 0.015] [optim_t 0.343] [lr 0.001596] [CE 3.856 (4.125)] [KD 2.699 (2.941)] +2024-10-18 03:46:29,260 - Train: 48.26% [603700/1251000] [482.6/1000.0] [batch_t 0.522 (0.417)] [data_t 0.015] [optim_t 0.506] [lr 0.001596] [CE 4.236 (4.064)] [KD 3.176 (2.917)] +2024-10-18 03:46:50,701 - Train: 48.26% [603750/1251000] [482.6/1000.0] [batch_t 0.462 (0.429)] [data_t 0.015] [optim_t 0.446] [lr 0.001596] [CE 3.700 (4.124)] [KD 2.880 (2.941)] +2024-10-18 03:47:11,914 - Train: 48.27% [603800/1251000] [482.7/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.001596] [CE 4.313 (4.074)] [KD 3.142 (2.899)] +2024-10-18 03:47:33,651 - Train: 48.27% [603850/1251000] [482.7/1000.0] [batch_t 0.538 (0.435)] [data_t 0.015] [optim_t 0.523] [lr 0.001596] [CE 3.995 (4.171)] [KD 2.691 (2.967)] +2024-10-18 03:47:55,111 - Train: 48.27% [603900/1251000] [482.7/1000.0] [batch_t 0.469 (0.429)] [data_t 0.015] [optim_t 0.454] [lr 0.001596] [CE 4.376 (4.140)] [KD 3.110 (2.924)] +2024-10-18 03:48:16,575 - Train: 48.28% [603950/1251000] [482.8/1000.0] [batch_t 0.401 (0.429)] [data_t 0.016] [optim_t 0.386] [lr 0.001595] [CE 4.545 (4.148)] [KD 3.164 (2.938)] +2024-10-18 03:48:37,913 - Train: 48.28% [604000/1251000] [482.8/1000.0] [batch_t 0.534 (0.427)] [data_t 0.015] [optim_t 0.519] [lr 0.001595] [CE 3.849 (4.113)] [KD 2.932 (2.934)] +2024-10-18 03:48:59,352 - Train: 48.29% [604050/1251000] [482.9/1000.0] [batch_t 0.488 (0.429)] [data_t 0.015] [optim_t 0.472] [lr 0.001595] [CE 4.290 (4.131)] [KD 3.026 (2.928)] +2024-10-18 03:49:20,864 - Train: 48.29% [604100/1251000] [482.9/1000.0] [batch_t 0.370 (0.430)] [data_t 0.015] [optim_t 0.354] [lr 0.001595] [CE 4.297 (4.142)] [KD 2.990 (2.898)] +2024-10-18 03:49:41,860 - Train: 48.29% [604150/1251000] [482.9/1000.0] [batch_t 0.369 (0.420)] [data_t 0.015] [optim_t 0.354] [lr 0.001595] [CE 4.496 (4.189)] [KD 3.368 (2.966)] +2024-10-18 03:50:03,331 - Train: 48.30% [604200/1251000] [483.0/1000.0] [batch_t 0.426 (0.429)] [data_t 0.015] [optim_t 0.411] [lr 0.001594] [CE 4.127 (4.064)] [KD 3.091 (2.958)] +2024-10-18 03:50:38,249 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 38615] [top5_cnt 46884] [top_all 50000] +2024-10-18 03:50:38,249 - net: 77.230 (93.768) +2024-10-18 03:50:59,824 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40420] [top5_cnt 47718] [top_all 50000] +2024-10-18 03:50:59,825 - net_E: 80.840 (95.436) +2024-10-18 03:50:59,984 - Max [top1: 77.630 (epoch: 469)] [top1-ema: 80.948 (epoch: 481)] +2024-10-18 03:50:59,985 - ==> Total time: 3 days, 4:09:08 Eta: 3 days, 9:30:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 03:51:12,919 - Train: 48.30% [604250/1251000] [483.0/1000.0] [batch_t 0.363 (0.676)] [data_t 0.016] [optim_t 0.348] [lr 0.001594] [CE 4.120 (4.161)] [KD 2.938 (2.930)] +2024-10-18 03:51:33,877 - Train: 48.31% [604300/1251000] [483.1/1000.0] [batch_t 0.462 (0.419)] [data_t 0.016] [optim_t 0.446] [lr 0.001594] [CE 3.976 (4.127)] [KD 2.763 (2.921)] +2024-10-18 03:51:55,289 - Train: 48.31% [604350/1251000] [483.1/1000.0] [batch_t 0.395 (0.428)] [data_t 0.016] [optim_t 0.380] [lr 0.001594] [CE 3.841 (4.075)] [KD 2.886 (2.904)] +2024-10-18 03:52:16,655 - Train: 48.31% [604400/1251000] [483.1/1000.0] [batch_t 0.362 (0.427)] [data_t 0.015] [optim_t 0.346] [lr 0.001594] [CE 4.811 (4.101)] [KD 3.253 (2.940)] +2024-10-18 03:52:38,733 - Train: 48.32% [604450/1251000] [483.2/1000.0] [batch_t 0.458 (0.441)] [data_t 0.113] [optim_t 0.345] [lr 0.001593] [CE 4.123 (4.206)] [KD 2.810 (2.982)] +2024-10-18 03:52:59,745 - Train: 48.32% [604500/1251000] [483.2/1000.0] [batch_t 0.407 (0.420)] [data_t 0.064] [optim_t 0.343] [lr 0.001593] [CE 4.130 (4.162)] [KD 3.020 (2.959)] +2024-10-18 03:53:20,987 - Train: 48.33% [604550/1251000] [483.3/1000.0] [batch_t 0.364 (0.425)] [data_t 0.015] [optim_t 0.348] [lr 0.001593] [CE 3.986 (4.111)] [KD 2.904 (2.948)] +2024-10-18 03:53:42,093 - Train: 48.33% [604600/1251000] [483.3/1000.0] [batch_t 0.422 (0.422)] [data_t 0.077] [optim_t 0.345] [lr 0.001593] [CE 3.780 (4.158)] [KD 2.673 (2.944)] +2024-10-18 03:54:03,391 - Train: 48.33% [604650/1251000] [483.3/1000.0] [batch_t 0.387 (0.426)] [data_t 0.042] [optim_t 0.344] [lr 0.001593] [CE 4.219 (4.097)] [KD 3.034 (2.945)] +2024-10-18 03:54:24,710 - Train: 48.34% [604700/1251000] [483.4/1000.0] [batch_t 0.461 (0.426)] [data_t 0.117] [optim_t 0.344] [lr 0.001593] [CE 4.126 (4.163)] [KD 3.037 (3.000)] +2024-10-18 03:54:47,111 - Train: 48.34% [604750/1251000] [483.4/1000.0] [batch_t 0.496 (0.448)] [data_t 0.059] [optim_t 0.437] [lr 0.001592] [CE 4.254 (4.126)] [KD 3.012 (2.935)] +2024-10-18 03:55:08,903 - Train: 48.35% [604800/1251000] [483.5/1000.0] [batch_t 0.361 (0.436)] [data_t 0.016] [optim_t 0.345] [lr 0.001592] [CE 4.055 (4.127)] [KD 2.818 (2.956)] +2024-10-18 03:55:29,707 - Train: 48.35% [604850/1251000] [483.5/1000.0] [batch_t 0.385 (0.416)] [data_t 0.016] [optim_t 0.369] [lr 0.001592] [CE 4.498 (4.195)] [KD 3.088 (2.999)] +2024-10-18 03:55:51,056 - Train: 48.35% [604900/1251000] [483.5/1000.0] [batch_t 0.480 (0.427)] [data_t 0.016] [optim_t 0.465] [lr 0.001592] [CE 4.298 (4.149)] [KD 2.991 (3.003)] +2024-10-18 03:56:13,119 - Train: 48.36% [604950/1251000] [483.6/1000.0] [batch_t 0.518 (0.441)] [data_t 0.015] [optim_t 0.503] [lr 0.001592] [CE 3.948 (4.084)] [KD 2.942 (2.960)] +2024-10-18 03:56:35,463 - Train: 48.36% [605000/1251000] [483.6/1000.0] [batch_t 0.674 (0.447)] [data_t 0.015] [optim_t 0.659] [lr 0.001591] [CE 4.229 (4.024)] [KD 2.937 (2.899)] +2024-10-18 03:56:56,767 - Train: 48.37% [605050/1251000] [483.7/1000.0] [batch_t 0.369 (0.426)] [data_t 0.015] [optim_t 0.353] [lr 0.001591] [CE 4.351 (4.065)] [KD 3.044 (2.932)] +2024-10-18 03:57:18,616 - Train: 48.37% [605100/1251000] [483.7/1000.0] [batch_t 0.410 (0.437)] [data_t 0.015] [optim_t 0.394] [lr 0.001591] [CE 3.971 (4.152)] [KD 2.963 (2.966)] +2024-10-18 03:57:40,585 - Train: 48.37% [605150/1251000] [483.7/1000.0] [batch_t 0.360 (0.439)] [data_t 0.015] [optim_t 0.344] [lr 0.001591] [CE 4.466 (4.102)] [KD 3.112 (2.902)] +2024-10-18 03:58:01,886 - Train: 48.38% [605200/1251000] [483.8/1000.0] [batch_t 0.416 (0.426)] [data_t 0.015] [optim_t 0.400] [lr 0.001591] [CE 4.490 (4.113)] [KD 3.045 (2.944)] +2024-10-18 03:58:23,790 - Train: 48.38% [605250/1251000] [483.8/1000.0] [batch_t 0.395 (0.438)] [data_t 0.016] [optim_t 0.379] [lr 0.001590] [CE 4.309 (4.209)] [KD 3.102 (2.993)] +2024-10-18 03:58:45,241 - Train: 48.39% [605300/1251000] [483.9/1000.0] [batch_t 0.450 (0.429)] [data_t 0.015] [optim_t 0.435] [lr 0.001590] [CE 3.788 (4.122)] [KD 2.869 (2.949)] +2024-10-18 03:59:06,435 - Train: 48.39% [605350/1251000] [483.9/1000.0] [batch_t 0.422 (0.424)] [data_t 0.015] [optim_t 0.407] [lr 0.001590] [CE 4.871 (4.151)] [KD 3.275 (2.954)] +2024-10-18 03:59:27,623 - Train: 48.39% [605400/1251000] [483.9/1000.0] [batch_t 0.424 (0.424)] [data_t 0.015] [optim_t 0.409] [lr 0.001590] [CE 4.161 (4.084)] [KD 3.116 (2.926)] +2024-10-18 03:59:48,855 - Train: 48.40% [605450/1251000] [484.0/1000.0] [batch_t 0.478 (0.425)] [data_t 0.015] [optim_t 0.463] [lr 0.001590] [CE 4.075 (4.144)] [KD 2.904 (2.915)] +2024-10-18 04:00:25,390 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.454)] [top1_cnt 38833] [top5_cnt 47040] [top_all 50000] +2024-10-18 04:00:25,391 - net: 77.666 (94.080) +2024-10-18 04:00:47,734 - Test (net_E): 100.00% [50/50] [batch_t 0.134 (0.439)] [top1_cnt 40408] [top5_cnt 47734] [top_all 50000] +2024-10-18 04:00:47,735 - net_E: 80.816 (95.468) +2024-10-18 04:00:47,955 - Max [top1: 77.666 (epoch: 484)] [top1-ema: 80.948 (epoch: 481)] +2024-10-18 04:00:47,956 - ==> Total time: 3 days, 4:18:56 Eta: 3 days, 9:21:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 04:01:01,925 - Train: 48.40% [605500/1251000] [484.0/1000.0] [batch_t 0.362 (0.613)] [data_t 0.015] [optim_t 0.346] [lr 0.001590] [CE 4.156 (4.196)] [KD 2.819 (2.910)] +2024-10-18 04:01:23,089 - Train: 48.41% [605550/1251000] [484.1/1000.0] [batch_t 0.450 (0.423)] [data_t 0.015] [optim_t 0.435] [lr 0.001589] [CE 3.940 (4.095)] [KD 2.877 (2.906)] +2024-10-18 04:01:45,061 - Train: 48.41% [605600/1251000] [484.1/1000.0] [batch_t 0.384 (0.439)] [data_t 0.015] [optim_t 0.368] [lr 0.001589] [CE 4.176 (4.148)] [KD 2.946 (2.928)] +2024-10-18 04:02:06,203 - Train: 48.41% [605650/1251000] [484.1/1000.0] [batch_t 0.415 (0.423)] [data_t 0.016] [optim_t 0.400] [lr 0.001589] [CE 4.245 (4.125)] [KD 3.052 (2.936)] +2024-10-18 04:02:26,908 - Train: 48.42% [605700/1251000] [484.2/1000.0] [batch_t 0.391 (0.414)] [data_t 0.015] [optim_t 0.376] [lr 0.001589] [CE 3.916 (4.156)] [KD 2.851 (2.945)] +2024-10-18 04:02:47,941 - Train: 48.42% [605750/1251000] [484.2/1000.0] [batch_t 0.393 (0.421)] [data_t 0.015] [optim_t 0.378] [lr 0.001589] [CE 4.279 (4.168)] [KD 2.990 (2.910)] +2024-10-18 04:03:08,877 - Train: 48.43% [605800/1251000] [484.3/1000.0] [batch_t 0.432 (0.419)] [data_t 0.015] [optim_t 0.417] [lr 0.001588] [CE 4.018 (4.076)] [KD 2.722 (2.894)] +2024-10-18 04:03:29,883 - Train: 48.43% [605850/1251000] [484.3/1000.0] [batch_t 0.422 (0.420)] [data_t 0.015] [optim_t 0.407] [lr 0.001588] [CE 4.123 (4.184)] [KD 2.580 (2.943)] +2024-10-18 04:03:51,206 - Train: 48.43% [605900/1251000] [484.3/1000.0] [batch_t 0.421 (0.426)] [data_t 0.015] [optim_t 0.406] [lr 0.001588] [CE 4.566 (4.133)] [KD 3.129 (2.919)] +2024-10-18 04:04:12,472 - Train: 48.44% [605950/1251000] [484.4/1000.0] [batch_t 0.396 (0.425)] [data_t 0.015] [optim_t 0.380] [lr 0.001588] [CE 4.164 (4.155)] [KD 3.007 (2.949)] +2024-10-18 04:04:33,830 - Train: 48.44% [606000/1251000] [484.4/1000.0] [batch_t 0.434 (0.427)] [data_t 0.015] [optim_t 0.418] [lr 0.001588] [CE 4.091 (4.195)] [KD 3.152 (2.992)] +2024-10-18 04:04:55,389 - Train: 48.45% [606050/1251000] [484.5/1000.0] [batch_t 0.478 (0.431)] [data_t 0.015] [optim_t 0.463] [lr 0.001588] [CE 3.981 (4.096)] [KD 2.577 (2.912)] +2024-10-18 04:05:17,881 - Train: 48.45% [606100/1251000] [484.5/1000.0] [batch_t 0.489 (0.450)] [data_t 0.015] [optim_t 0.473] [lr 0.001587] [CE 3.789 (4.054)] [KD 2.783 (2.905)] +2024-10-18 04:05:40,142 - Train: 48.45% [606150/1251000] [484.5/1000.0] [batch_t 0.444 (0.445)] [data_t 0.015] [optim_t 0.429] [lr 0.001587] [CE 4.166 (4.131)] [KD 2.993 (2.951)] +2024-10-18 04:06:02,462 - Train: 48.46% [606200/1251000] [484.6/1000.0] [batch_t 0.406 (0.446)] [data_t 0.016] [optim_t 0.391] [lr 0.001587] [CE 4.203 (4.149)] [KD 2.903 (2.960)] +2024-10-18 04:06:23,417 - Train: 48.46% [606250/1251000] [484.6/1000.0] [batch_t 0.489 (0.419)] [data_t 0.015] [optim_t 0.474] [lr 0.001587] [CE 4.223 (4.122)] [KD 3.092 (2.945)] +2024-10-18 04:06:44,339 - Train: 48.47% [606300/1251000] [484.7/1000.0] [batch_t 0.446 (0.418)] [data_t 0.015] [optim_t 0.431] [lr 0.001587] [CE 4.238 (4.106)] [KD 3.040 (2.920)] +2024-10-18 04:07:05,459 - Train: 48.47% [606350/1251000] [484.7/1000.0] [batch_t 0.380 (0.422)] [data_t 0.015] [optim_t 0.364] [lr 0.001586] [CE 3.829 (4.145)] [KD 2.903 (2.966)] +2024-10-18 04:07:26,128 - Train: 48.47% [606400/1251000] [484.7/1000.0] [batch_t 0.422 (0.413)] [data_t 0.015] [optim_t 0.407] [lr 0.001586] [CE 3.870 (4.182)] [KD 2.863 (3.015)] +2024-10-18 04:07:48,205 - Train: 48.48% [606450/1251000] [484.8/1000.0] [batch_t 0.456 (0.441)] [data_t 0.113] [optim_t 0.343] [lr 0.001586] [CE 4.361 (4.124)] [KD 3.022 (2.961)] +2024-10-18 04:08:09,206 - Train: 48.48% [606500/1251000] [484.8/1000.0] [batch_t 0.363 (0.420)] [data_t 0.015] [optim_t 0.348] [lr 0.001586] [CE 4.150 (4.078)] [KD 3.229 (2.960)] +2024-10-18 04:08:30,325 - Train: 48.49% [606550/1251000] [484.9/1000.0] [batch_t 0.422 (0.422)] [data_t 0.081] [optim_t 0.342] [lr 0.001586] [CE 3.405 (4.129)] [KD 2.723 (2.926)] +2024-10-18 04:08:51,261 - Train: 48.49% [606600/1251000] [484.9/1000.0] [batch_t 0.446 (0.419)] [data_t 0.015] [optim_t 0.430] [lr 0.001585] [CE 3.869 (4.167)] [KD 2.794 (2.951)] +2024-10-18 04:09:11,937 - Train: 48.49% [606650/1251000] [484.9/1000.0] [batch_t 0.406 (0.413)] [data_t 0.059] [optim_t 0.347] [lr 0.001585] [CE 4.437 (4.137)] [KD 3.010 (2.962)] +2024-10-18 04:09:33,023 - Train: 48.50% [606700/1251000] [485.0/1000.0] [batch_t 0.458 (0.422)] [data_t 0.113] [optim_t 0.345] [lr 0.001585] [CE 3.945 (4.149)] [KD 2.918 (2.970)] +2024-10-18 04:10:07,793 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 38824] [top5_cnt 46946] [top_all 50000] +2024-10-18 04:10:07,794 - net: 77.648 (93.892) +2024-10-18 04:10:29,589 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 40420] [top5_cnt 47754] [top_all 50000] +2024-10-18 04:10:29,590 - net_E: 80.840 (95.508) +2024-10-18 04:10:29,740 - Max [top1: 77.666 (epoch: 484)] [top1-ema: 80.948 (epoch: 481)] +2024-10-18 04:10:29,740 - ==> Total time: 3 days, 4:28:38 Eta: 3 days, 9:12:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 04:10:42,129 - Train: 48.50% [606750/1251000] [485.0/1000.0] [batch_t 0.370 (0.738)] [data_t 0.015] [optim_t 0.355] [lr 0.001585] [CE 4.368 (4.120)] [KD 2.876 (2.928)] +2024-10-18 04:11:01,599 - Train: 48.51% [606800/1251000] [485.1/1000.0] [batch_t 0.398 (0.389)] [data_t 0.015] [optim_t 0.382] [lr 0.001585] [CE 3.716 (4.039)] [KD 2.711 (2.899)] +2024-10-18 04:11:23,315 - Train: 48.51% [606850/1251000] [485.1/1000.0] [batch_t 0.581 (0.434)] [data_t 0.015] [optim_t 0.565] [lr 0.001585] [CE 3.686 (4.090)] [KD 2.760 (2.903)] +2024-10-18 04:11:45,106 - Train: 48.51% [606900/1251000] [485.1/1000.0] [batch_t 0.418 (0.436)] [data_t 0.015] [optim_t 0.403] [lr 0.001584] [CE 4.025 (4.111)] [KD 2.886 (2.928)] +2024-10-18 04:12:07,168 - Train: 48.52% [606950/1251000] [485.2/1000.0] [batch_t 0.468 (0.441)] [data_t 0.015] [optim_t 0.452] [lr 0.001584] [CE 4.227 (4.140)] [KD 3.079 (2.947)] +2024-10-18 04:12:28,921 - Train: 48.52% [607000/1251000] [485.2/1000.0] [batch_t 0.372 (0.435)] [data_t 0.015] [optim_t 0.357] [lr 0.001584] [CE 3.774 (4.122)] [KD 2.922 (2.959)] +2024-10-18 04:12:50,053 - Train: 48.53% [607050/1251000] [485.3/1000.0] [batch_t 0.415 (0.423)] [data_t 0.015] [optim_t 0.400] [lr 0.001584] [CE 3.221 (4.132)] [KD 2.455 (2.930)] +2024-10-18 04:13:11,414 - Train: 48.53% [607100/1251000] [485.3/1000.0] [batch_t 0.427 (0.427)] [data_t 0.015] [optim_t 0.412] [lr 0.001584] [CE 4.422 (4.133)] [KD 3.210 (2.942)] +2024-10-18 04:13:32,959 - Train: 48.53% [607150/1251000] [485.3/1000.0] [batch_t 0.415 (0.431)] [data_t 0.015] [optim_t 0.400] [lr 0.001583] [CE 4.181 (4.053)] [KD 3.103 (2.882)] +2024-10-18 04:13:54,166 - Train: 48.54% [607200/1251000] [485.4/1000.0] [batch_t 0.505 (0.424)] [data_t 0.015] [optim_t 0.490] [lr 0.001583] [CE 4.109 (4.245)] [KD 2.796 (2.938)] +2024-10-18 04:14:15,273 - Train: 48.54% [607250/1251000] [485.4/1000.0] [batch_t 0.362 (0.422)] [data_t 0.016] [optim_t 0.346] [lr 0.001583] [CE 4.689 (4.140)] [KD 3.087 (2.949)] +2024-10-18 04:14:37,110 - Train: 48.55% [607300/1251000] [485.5/1000.0] [batch_t 0.477 (0.437)] [data_t 0.015] [optim_t 0.461] [lr 0.001583] [CE 4.508 (4.161)] [KD 3.057 (2.973)] +2024-10-18 04:14:58,459 - Train: 48.55% [607350/1251000] [485.5/1000.0] [batch_t 0.373 (0.427)] [data_t 0.015] [optim_t 0.358] [lr 0.001583] [CE 3.958 (4.092)] [KD 2.882 (2.953)] +2024-10-18 04:15:19,668 - Train: 48.55% [607400/1251000] [485.5/1000.0] [batch_t 0.427 (0.424)] [data_t 0.015] [optim_t 0.412] [lr 0.001582] [CE 3.936 (4.132)] [KD 2.896 (2.915)] +2024-10-18 04:15:41,184 - Train: 48.56% [607450/1251000] [485.6/1000.0] [batch_t 0.477 (0.430)] [data_t 0.015] [optim_t 0.462] [lr 0.001582] [CE 4.267 (4.154)] [KD 3.105 (2.934)] +2024-10-18 04:16:02,349 - Train: 48.56% [607500/1251000] [485.6/1000.0] [batch_t 0.472 (0.423)] [data_t 0.016] [optim_t 0.457] [lr 0.001582] [CE 3.763 (4.113)] [KD 2.749 (2.952)] +2024-10-18 04:16:23,549 - Train: 48.57% [607550/1251000] [485.7/1000.0] [batch_t 0.406 (0.424)] [data_t 0.015] [optim_t 0.391] [lr 0.001582] [CE 3.762 (4.188)] [KD 2.873 (2.928)] +2024-10-18 04:16:44,749 - Train: 48.57% [607600/1251000] [485.7/1000.0] [batch_t 0.492 (0.424)] [data_t 0.015] [optim_t 0.476] [lr 0.001582] [CE 4.345 (4.132)] [KD 3.184 (2.949)] +2024-10-18 04:17:06,322 - Train: 48.57% [607650/1251000] [485.7/1000.0] [batch_t 0.527 (0.431)] [data_t 0.016] [optim_t 0.512] [lr 0.001582] [CE 4.095 (4.129)] [KD 3.119 (2.940)] +2024-10-18 04:17:27,843 - Train: 48.58% [607700/1251000] [485.8/1000.0] [batch_t 0.412 (0.430)] [data_t 0.016] [optim_t 0.396] [lr 0.001581] [CE 4.446 (4.198)] [KD 3.177 (2.985)] +2024-10-18 04:17:49,171 - Train: 48.58% [607750/1251000] [485.8/1000.0] [batch_t 0.373 (0.426)] [data_t 0.015] [optim_t 0.357] [lr 0.001581] [CE 4.287 (4.087)] [KD 2.902 (2.915)] +2024-10-18 04:18:10,820 - Train: 48.59% [607800/1251000] [485.9/1000.0] [batch_t 0.477 (0.433)] [data_t 0.015] [optim_t 0.462] [lr 0.001581] [CE 3.722 (4.060)] [KD 2.673 (2.904)] +2024-10-18 04:18:32,259 - Train: 48.59% [607850/1251000] [485.9/1000.0] [batch_t 0.424 (0.429)] [data_t 0.015] [optim_t 0.408] [lr 0.001581] [CE 4.379 (4.100)] [KD 2.919 (2.906)] +2024-10-18 04:18:53,924 - Train: 48.59% [607900/1251000] [485.9/1000.0] [batch_t 0.426 (0.433)] [data_t 0.015] [optim_t 0.411] [lr 0.001581] [CE 3.996 (4.162)] [KD 3.055 (2.961)] +2024-10-18 04:19:15,506 - Train: 48.60% [607950/1251000] [486.0/1000.0] [batch_t 0.459 (0.432)] [data_t 0.016] [optim_t 0.443] [lr 0.001580] [CE 3.757 (4.232)] [KD 2.755 (2.961)] +2024-10-18 04:19:51,441 - Test (net): 100.00% [50/50] [batch_t 0.154 (0.423)] [top1_cnt 38894] [top5_cnt 47092] [top_all 50000] +2024-10-18 04:19:51,442 - net: 77.788 (94.184) +2024-10-18 04:20:13,109 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 40445] [top5_cnt 47752] [top_all 50000] +2024-10-18 04:20:13,110 - net_E: 80.890 (95.504) +2024-10-18 04:20:13,248 - Max [top1: 77.788 (epoch: 486)] [top1-ema: 80.948 (epoch: 481)] +2024-10-18 04:20:13,248 - ==> Total time: 3 days, 4:38:21 Eta: 3 days, 9:03:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 04:20:25,771 - Train: 48.60% [608000/1251000] [486.0/1000.0] [batch_t 0.364 (0.574)] [data_t 0.015] [optim_t 0.349] [lr 0.001580] [CE 3.991 (3.901)] [KD 2.992 (2.804)] +2024-10-18 04:20:45,739 - Train: 48.61% [608050/1251000] [486.1/1000.0] [batch_t 0.437 (0.399)] [data_t 0.015] [optim_t 0.421] [lr 0.001580] [CE 4.404 (4.129)] [KD 3.088 (2.873)] +2024-10-18 04:21:07,303 - Train: 48.61% [608100/1251000] [486.1/1000.0] [batch_t 0.389 (0.431)] [data_t 0.016] [optim_t 0.373] [lr 0.001580] [CE 4.503 (4.089)] [KD 3.114 (2.922)] +2024-10-18 04:21:28,712 - Train: 48.61% [608150/1251000] [486.1/1000.0] [batch_t 0.471 (0.428)] [data_t 0.015] [optim_t 0.456] [lr 0.001580] [CE 3.972 (4.057)] [KD 2.706 (2.870)] +2024-10-18 04:21:50,614 - Train: 48.62% [608200/1251000] [486.2/1000.0] [batch_t 0.402 (0.438)] [data_t 0.015] [optim_t 0.386] [lr 0.001579] [CE 4.794 (4.108)] [KD 3.052 (2.898)] +2024-10-18 04:22:12,475 - Train: 48.62% [608250/1251000] [486.2/1000.0] [batch_t 0.416 (0.437)] [data_t 0.015] [optim_t 0.400] [lr 0.001579] [CE 4.050 (4.102)] [KD 2.924 (2.922)] +2024-10-18 04:22:34,142 - Train: 48.63% [608300/1251000] [486.3/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.345] [lr 0.001579] [CE 3.678 (4.159)] [KD 2.713 (2.920)] +2024-10-18 04:22:56,191 - Train: 48.63% [608350/1251000] [486.3/1000.0] [batch_t 0.497 (0.441)] [data_t 0.015] [optim_t 0.481] [lr 0.001579] [CE 4.760 (4.160)] [KD 3.207 (2.960)] +2024-10-18 04:23:17,902 - Train: 48.63% [608400/1251000] [486.3/1000.0] [batch_t 0.403 (0.434)] [data_t 0.015] [optim_t 0.387] [lr 0.001579] [CE 3.787 (4.192)] [KD 2.684 (2.917)] +2024-10-18 04:23:39,601 - Train: 48.64% [608450/1251000] [486.4/1000.0] [batch_t 0.475 (0.434)] [data_t 0.015] [optim_t 0.460] [lr 0.001579] [CE 4.070 (4.173)] [KD 2.679 (2.922)] +2024-10-18 04:24:01,155 - Train: 48.64% [608500/1251000] [486.4/1000.0] [batch_t 0.418 (0.431)] [data_t 0.015] [optim_t 0.402] [lr 0.001578] [CE 4.338 (4.063)] [KD 2.983 (2.876)] +2024-10-18 04:24:22,819 - Train: 48.65% [608550/1251000] [486.5/1000.0] [batch_t 0.382 (0.433)] [data_t 0.015] [optim_t 0.367] [lr 0.001578] [CE 4.358 (4.151)] [KD 2.926 (2.899)] +2024-10-18 04:24:44,147 - Train: 48.65% [608600/1251000] [486.5/1000.0] [batch_t 0.509 (0.426)] [data_t 0.015] [optim_t 0.493] [lr 0.001578] [CE 3.593 (4.105)] [KD 2.702 (2.903)] +2024-10-18 04:25:06,242 - Train: 48.65% [608650/1251000] [486.5/1000.0] [batch_t 0.366 (0.442)] [data_t 0.016] [optim_t 0.351] [lr 0.001578] [CE 4.344 (4.102)] [KD 3.044 (2.911)] +2024-10-18 04:25:27,071 - Train: 48.66% [608700/1251000] [486.6/1000.0] [batch_t 0.440 (0.416)] [data_t 0.016] [optim_t 0.425] [lr 0.001578] [CE 4.600 (4.155)] [KD 3.241 (2.971)] +2024-10-18 04:25:47,979 - Train: 48.66% [608750/1251000] [486.6/1000.0] [batch_t 0.425 (0.418)] [data_t 0.016] [optim_t 0.410] [lr 0.001577] [CE 4.474 (4.102)] [KD 3.044 (2.981)] +2024-10-18 04:26:09,164 - Train: 48.67% [608800/1251000] [486.7/1000.0] [batch_t 0.368 (0.424)] [data_t 0.015] [optim_t 0.352] [lr 0.001577] [CE 4.105 (4.150)] [KD 2.924 (3.018)] +2024-10-18 04:26:30,490 - Train: 48.67% [608850/1251000] [486.7/1000.0] [batch_t 0.483 (0.426)] [data_t 0.015] [optim_t 0.467] [lr 0.001577] [CE 4.160 (4.132)] [KD 2.939 (2.960)] +2024-10-18 04:26:51,840 - Train: 48.67% [608900/1251000] [486.7/1000.0] [batch_t 0.420 (0.427)] [data_t 0.016] [optim_t 0.405] [lr 0.001577] [CE 3.885 (4.111)] [KD 2.967 (2.987)] +2024-10-18 04:27:13,573 - Train: 48.68% [608950/1251000] [486.8/1000.0] [batch_t 0.409 (0.435)] [data_t 0.015] [optim_t 0.394] [lr 0.001577] [CE 3.803 (4.048)] [KD 2.743 (2.899)] +2024-10-18 04:27:35,268 - Train: 48.68% [609000/1251000] [486.8/1000.0] [batch_t 0.505 (0.434)] [data_t 0.015] [optim_t 0.490] [lr 0.001577] [CE 4.091 (4.151)] [KD 2.897 (2.958)] +2024-10-18 04:27:56,833 - Train: 48.69% [609050/1251000] [486.9/1000.0] [batch_t 0.535 (0.431)] [data_t 0.015] [optim_t 0.520] [lr 0.001576] [CE 4.019 (4.112)] [KD 2.819 (2.945)] +2024-10-18 04:28:18,533 - Train: 48.69% [609100/1251000] [486.9/1000.0] [batch_t 0.443 (0.434)] [data_t 0.015] [optim_t 0.428] [lr 0.001576] [CE 4.716 (4.116)] [KD 3.243 (2.908)] +2024-10-18 04:28:40,474 - Train: 48.69% [609150/1251000] [486.9/1000.0] [batch_t 0.455 (0.439)] [data_t 0.015] [optim_t 0.439] [lr 0.001576] [CE 3.949 (4.177)] [KD 2.848 (2.974)] +2024-10-18 04:29:02,546 - Train: 48.70% [609200/1251000] [487.0/1000.0] [batch_t 0.473 (0.441)] [data_t 0.015] [optim_t 0.458] [lr 0.001576] [CE 4.364 (4.212)] [KD 3.085 (3.008)] +2024-10-18 04:29:38,497 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.408)] [top1_cnt 38512] [top5_cnt 46957] [top_all 50000] +2024-10-18 04:29:38,497 - net: 77.024 (93.914) +2024-10-18 04:29:59,783 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40455] [top5_cnt 47758] [top_all 50000] +2024-10-18 04:29:59,783 - net_E: 80.910 (95.516) +2024-10-18 04:29:59,956 - Max [top1: 77.788 (epoch: 486)] [top1-ema: 80.948 (epoch: 481)] +2024-10-18 04:29:59,956 - ==> Total time: 3 days, 4:48:08 Eta: 3 days, 8:54:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 04:30:14,567 - Train: 48.70% [609250/1251000] [487.0/1000.0] [batch_t 0.363 (0.537)] [data_t 0.015] [optim_t 0.347] [lr 0.001576] [CE 3.935 (4.123)] [KD 2.774 (2.926)] +2024-10-18 04:30:35,217 - Train: 48.71% [609300/1251000] [487.1/1000.0] [batch_t 0.424 (0.413)] [data_t 0.015] [optim_t 0.409] [lr 0.001575] [CE 4.016 (4.107)] [KD 2.937 (2.951)] +2024-10-18 04:30:57,930 - Train: 48.71% [609350/1251000] [487.1/1000.0] [batch_t 0.432 (0.454)] [data_t 0.015] [optim_t 0.416] [lr 0.001575] [CE 3.705 (4.158)] [KD 2.549 (2.918)] +2024-10-18 04:31:20,744 - Train: 48.71% [609400/1251000] [487.1/1000.0] [batch_t 0.553 (0.456)] [data_t 0.015] [optim_t 0.538] [lr 0.001575] [CE 3.735 (4.129)] [KD 2.642 (2.947)] +2024-10-18 04:31:41,437 - Train: 48.72% [609450/1251000] [487.2/1000.0] [batch_t 0.458 (0.414)] [data_t 0.015] [optim_t 0.442] [lr 0.001575] [CE 3.689 (4.200)] [KD 2.666 (2.951)] +2024-10-18 04:32:03,533 - Train: 48.72% [609500/1251000] [487.2/1000.0] [batch_t 0.466 (0.442)] [data_t 0.016] [optim_t 0.451] [lr 0.001575] [CE 4.000 (4.043)] [KD 3.013 (2.887)] +2024-10-18 04:32:25,632 - Train: 48.73% [609550/1251000] [487.3/1000.0] [batch_t 0.378 (0.442)] [data_t 0.015] [optim_t 0.363] [lr 0.001574] [CE 4.033 (4.116)] [KD 2.916 (2.929)] +2024-10-18 04:32:46,891 - Train: 48.73% [609600/1251000] [487.3/1000.0] [batch_t 0.404 (0.425)] [data_t 0.015] [optim_t 0.388] [lr 0.001574] [CE 4.325 (4.240)] [KD 3.054 (3.025)] +2024-10-18 04:33:08,284 - Train: 48.73% [609650/1251000] [487.3/1000.0] [batch_t 0.394 (0.428)] [data_t 0.015] [optim_t 0.379] [lr 0.001574] [CE 3.859 (4.187)] [KD 2.838 (2.948)] +2024-10-18 04:33:29,989 - Train: 48.74% [609700/1251000] [487.4/1000.0] [batch_t 0.424 (0.434)] [data_t 0.015] [optim_t 0.409] [lr 0.001574] [CE 4.414 (4.080)] [KD 3.113 (2.922)] +2024-10-18 04:33:51,320 - Train: 48.74% [609750/1251000] [487.4/1000.0] [batch_t 0.503 (0.427)] [data_t 0.089] [optim_t 0.414] [lr 0.001574] [CE 4.445 (4.083)] [KD 3.087 (2.905)] +2024-10-18 04:34:12,216 - Train: 48.75% [609800/1251000] [487.5/1000.0] [batch_t 0.493 (0.418)] [data_t 0.015] [optim_t 0.477] [lr 0.001574] [CE 4.087 (4.113)] [KD 2.924 (2.926)] +2024-10-18 04:34:33,365 - Train: 48.75% [609850/1251000] [487.5/1000.0] [batch_t 0.383 (0.423)] [data_t 0.015] [optim_t 0.367] [lr 0.001573] [CE 4.091 (4.171)] [KD 2.921 (2.964)] +2024-10-18 04:34:54,618 - Train: 48.75% [609900/1251000] [487.5/1000.0] [batch_t 0.369 (0.425)] [data_t 0.016] [optim_t 0.353] [lr 0.001573] [CE 4.083 (4.065)] [KD 2.856 (2.891)] +2024-10-18 04:35:15,494 - Train: 48.76% [609950/1251000] [487.6/1000.0] [batch_t 0.365 (0.417)] [data_t 0.015] [optim_t 0.350] [lr 0.001573] [CE 4.059 (4.052)] [KD 3.216 (2.888)] +2024-10-18 04:35:36,747 - Train: 48.76% [610000/1251000] [487.6/1000.0] [batch_t 0.371 (0.425)] [data_t 0.015] [optim_t 0.355] [lr 0.001573] [CE 4.353 (4.154)] [KD 2.995 (2.953)] +2024-10-18 04:35:57,902 - Train: 48.76% [610050/1251000] [487.6/1000.0] [batch_t 0.375 (0.423)] [data_t 0.015] [optim_t 0.360] [lr 0.001573] [CE 4.163 (4.066)] [KD 2.863 (2.936)] +2024-10-18 04:36:19,295 - Train: 48.77% [610100/1251000] [487.7/1000.0] [batch_t 0.940 (0.428)] [data_t 0.015] [optim_t 0.925] [lr 0.001572] [CE 4.258 (4.263)] [KD 3.024 (2.974)] +2024-10-18 04:36:39,990 - Train: 48.77% [610150/1251000] [487.7/1000.0] [batch_t 0.386 (0.414)] [data_t 0.015] [optim_t 0.371] [lr 0.001572] [CE 4.286 (4.106)] [KD 3.099 (2.909)] +2024-10-18 04:37:01,827 - Train: 48.78% [610200/1251000] [487.8/1000.0] [batch_t 0.363 (0.437)] [data_t 0.015] [optim_t 0.348] [lr 0.001572] [CE 4.413 (4.191)] [KD 2.979 (2.938)] +2024-10-18 04:37:23,258 - Train: 48.78% [610250/1251000] [487.8/1000.0] [batch_t 0.439 (0.429)] [data_t 0.016] [optim_t 0.424] [lr 0.001572] [CE 3.605 (4.101)] [KD 2.554 (2.925)] +2024-10-18 04:37:44,328 - Train: 48.78% [610300/1251000] [487.8/1000.0] [batch_t 0.409 (0.421)] [data_t 0.015] [optim_t 0.394] [lr 0.001572] [CE 4.137 (4.145)] [KD 3.005 (2.934)] +2024-10-18 04:38:05,929 - Train: 48.79% [610350/1251000] [487.9/1000.0] [batch_t 0.363 (0.432)] [data_t 0.016] [optim_t 0.347] [lr 0.001571] [CE 4.500 (4.181)] [KD 3.158 (2.925)] +2024-10-18 04:38:27,302 - Train: 48.79% [610400/1251000] [487.9/1000.0] [batch_t 0.397 (0.427)] [data_t 0.015] [optim_t 0.381] [lr 0.001571] [CE 4.288 (4.104)] [KD 2.982 (2.878)] +2024-10-18 04:38:49,055 - Train: 48.80% [610450/1251000] [488.0/1000.0] [batch_t 0.455 (0.435)] [data_t 0.015] [optim_t 0.440] [lr 0.001571] [CE 4.335 (4.169)] [KD 2.915 (2.942)] +2024-10-18 04:39:25,946 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 38726] [top5_cnt 46932] [top_all 50000] +2024-10-18 04:39:25,946 - net: 77.452 (93.864) +2024-10-18 04:39:47,740 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 40480] [top5_cnt 47764] [top_all 50000] +2024-10-18 04:39:47,741 - net_E: 80.960 (95.528) +2024-10-18 04:39:47,896 - Max [top1: 77.788 (epoch: 486)] [top1-ema: 80.960 (epoch: 488)] +2024-10-18 04:39:47,897 - ==> Total time: 3 days, 4:57:56 Eta: 3 days, 8:45:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 04:40:00,518 - Train: 48.80% [610500/1251000] [488.0/1000.0] [batch_t 0.363 (0.700)] [data_t 0.015] [optim_t 0.348] [lr 0.001571] [CE 4.160 (4.075)] [KD 2.764 (2.804)] +2024-10-18 04:40:20,196 - Train: 48.80% [610550/1251000] [488.0/1000.0] [batch_t 0.399 (0.393)] [data_t 0.015] [optim_t 0.383] [lr 0.001571] [CE 3.686 (4.141)] [KD 2.684 (2.912)] +2024-10-18 04:40:41,929 - Train: 48.81% [610600/1251000] [488.1/1000.0] [batch_t 0.402 (0.435)] [data_t 0.015] [optim_t 0.387] [lr 0.001571] [CE 4.250 (4.157)] [KD 2.938 (2.963)] +2024-10-18 04:41:03,384 - Train: 48.81% [610650/1251000] [488.1/1000.0] [batch_t 0.396 (0.429)] [data_t 0.015] [optim_t 0.380] [lr 0.001570] [CE 3.737 (4.139)] [KD 2.910 (2.926)] +2024-10-18 04:41:24,774 - Train: 48.82% [610700/1251000] [488.2/1000.0] [batch_t 0.365 (0.428)] [data_t 0.015] [optim_t 0.349] [lr 0.001570] [CE 4.294 (4.212)] [KD 2.942 (2.952)] +2024-10-18 04:41:45,711 - Train: 48.82% [610750/1251000] [488.2/1000.0] [batch_t 0.462 (0.419)] [data_t 0.015] [optim_t 0.446] [lr 0.001570] [CE 4.011 (4.078)] [KD 2.853 (2.880)] +2024-10-18 04:42:06,900 - Train: 48.82% [610800/1251000] [488.2/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.001570] [CE 4.035 (4.149)] [KD 2.761 (2.946)] +2024-10-18 04:42:27,681 - Train: 48.83% [610850/1251000] [488.3/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.346] [lr 0.001570] [CE 4.472 (4.142)] [KD 2.854 (2.940)] +2024-10-18 04:42:48,666 - Train: 48.83% [610900/1251000] [488.3/1000.0] [batch_t 0.414 (0.420)] [data_t 0.015] [optim_t 0.399] [lr 0.001569] [CE 3.635 (4.113)] [KD 2.549 (2.914)] +2024-10-18 04:43:10,032 - Train: 48.84% [610950/1251000] [488.4/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.347] [lr 0.001569] [CE 3.699 (4.118)] [KD 2.642 (2.889)] +2024-10-18 04:43:31,446 - Train: 48.84% [611000/1251000] [488.4/1000.0] [batch_t 0.421 (0.428)] [data_t 0.016] [optim_t 0.406] [lr 0.001569] [CE 4.362 (4.155)] [KD 3.021 (2.941)] +2024-10-18 04:43:53,361 - Train: 48.84% [611050/1251000] [488.4/1000.0] [batch_t 0.457 (0.438)] [data_t 0.015] [optim_t 0.442] [lr 0.001569] [CE 4.469 (4.077)] [KD 3.115 (2.891)] +2024-10-18 04:44:14,947 - Train: 48.85% [611100/1251000] [488.5/1000.0] [batch_t 0.432 (0.432)] [data_t 0.015] [optim_t 0.417] [lr 0.001569] [CE 3.816 (4.129)] [KD 2.714 (2.909)] +2024-10-18 04:44:35,970 - Train: 48.85% [611150/1251000] [488.5/1000.0] [batch_t 0.403 (0.420)] [data_t 0.016] [optim_t 0.387] [lr 0.001569] [CE 3.639 (4.100)] [KD 2.514 (2.938)] +2024-10-18 04:44:57,387 - Train: 48.86% [611200/1251000] [488.6/1000.0] [batch_t 0.512 (0.428)] [data_t 0.015] [optim_t 0.497] [lr 0.001568] [CE 4.250 (4.108)] [KD 3.268 (2.932)] +2024-10-18 04:45:18,279 - Train: 48.86% [611250/1251000] [488.6/1000.0] [batch_t 0.364 (0.418)] [data_t 0.015] [optim_t 0.349] [lr 0.001568] [CE 3.972 (4.143)] [KD 2.838 (2.960)] +2024-10-18 04:45:40,202 - Train: 48.86% [611300/1251000] [488.6/1000.0] [batch_t 0.450 (0.438)] [data_t 0.015] [optim_t 0.435] [lr 0.001568] [CE 4.194 (4.129)] [KD 3.212 (2.910)] +2024-10-18 04:46:01,364 - Train: 48.87% [611350/1251000] [488.7/1000.0] [batch_t 0.472 (0.423)] [data_t 0.015] [optim_t 0.456] [lr 0.001568] [CE 3.776 (4.082)] [KD 2.866 (2.865)] +2024-10-18 04:46:23,085 - Train: 48.87% [611400/1251000] [488.7/1000.0] [batch_t 0.442 (0.434)] [data_t 0.015] [optim_t 0.426] [lr 0.001568] [CE 3.653 (4.071)] [KD 2.535 (2.878)] +2024-10-18 04:46:44,821 - Train: 48.88% [611450/1251000] [488.8/1000.0] [batch_t 0.404 (0.435)] [data_t 0.015] [optim_t 0.388] [lr 0.001567] [CE 4.465 (4.212)] [KD 3.088 (2.987)] +2024-10-18 04:47:06,193 - Train: 48.88% [611500/1251000] [488.8/1000.0] [batch_t 0.385 (0.427)] [data_t 0.015] [optim_t 0.369] [lr 0.001567] [CE 3.825 (4.142)] [KD 2.949 (2.975)] +2024-10-18 04:47:27,781 - Train: 48.88% [611550/1251000] [488.8/1000.0] [batch_t 0.435 (0.432)] [data_t 0.015] [optim_t 0.419] [lr 0.001567] [CE 3.951 (4.147)] [KD 2.854 (2.941)] +2024-10-18 04:47:48,701 - Train: 48.89% [611600/1251000] [488.9/1000.0] [batch_t 0.362 (0.418)] [data_t 0.015] [optim_t 0.346] [lr 0.001567] [CE 4.203 (4.184)] [KD 3.162 (2.951)] +2024-10-18 04:48:10,429 - Train: 48.89% [611650/1251000] [488.9/1000.0] [batch_t 0.451 (0.434)] [data_t 0.015] [optim_t 0.436] [lr 0.001567] [CE 4.522 (4.132)] [KD 3.129 (2.971)] +2024-10-18 04:48:31,764 - Train: 48.90% [611700/1251000] [489.0/1000.0] [batch_t 0.455 (0.427)] [data_t 0.015] [optim_t 0.440] [lr 0.001566] [CE 3.503 (4.110)] [KD 2.528 (2.914)] +2024-10-18 04:49:09,870 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.445)] [top1_cnt 38794] [top5_cnt 46949] [top_all 50000] +2024-10-18 04:49:09,870 - net: 77.588 (93.898) +2024-10-18 04:49:31,070 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40446] [top5_cnt 47771] [top_all 50000] +2024-10-18 04:49:31,070 - net_E: 80.892 (95.542) +2024-10-18 04:49:31,213 - Max [top1: 77.788 (epoch: 486)] [top1-ema: 80.960 (epoch: 488)] +2024-10-18 04:49:31,214 - ==> Total time: 3 days, 5:07:39 Eta: 3 days, 8:35:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 04:49:41,702 - Train: 48.90% [611750/1251000] [489.0/1000.0] [batch_t 0.361 (0.814)] [data_t 0.015] [optim_t 0.345] [lr 0.001566] [CE 4.080 (4.108)] [KD 2.813 (2.878)] +2024-10-18 04:50:00,700 - Train: 48.90% [611800/1251000] [489.0/1000.0] [batch_t 0.362 (0.380)] [data_t 0.015] [optim_t 0.347] [lr 0.001566] [CE 4.346 (4.151)] [KD 2.883 (2.949)] +2024-10-18 04:50:22,272 - Train: 48.91% [611850/1251000] [489.1/1000.0] [batch_t 0.460 (0.431)] [data_t 0.015] [optim_t 0.445] [lr 0.001566] [CE 3.973 (4.120)] [KD 3.024 (2.956)] +2024-10-18 04:50:43,134 - Train: 48.91% [611900/1251000] [489.1/1000.0] [batch_t 0.422 (0.417)] [data_t 0.015] [optim_t 0.407] [lr 0.001566] [CE 3.825 (4.088)] [KD 2.878 (2.904)] +2024-10-18 04:51:03,286 - Train: 48.92% [611950/1251000] [489.2/1000.0] [batch_t 0.457 (0.403)] [data_t 0.015] [optim_t 0.441] [lr 0.001566] [CE 3.985 (4.153)] [KD 2.556 (2.915)] +2024-10-18 04:51:23,898 - Train: 48.92% [612000/1251000] [489.2/1000.0] [batch_t 0.390 (0.412)] [data_t 0.016] [optim_t 0.374] [lr 0.001565] [CE 4.160 (4.173)] [KD 2.917 (2.952)] +2024-10-18 04:51:44,946 - Train: 48.92% [612050/1251000] [489.2/1000.0] [batch_t 0.444 (0.421)] [data_t 0.015] [optim_t 0.429] [lr 0.001565] [CE 4.243 (4.165)] [KD 2.863 (2.918)] +2024-10-18 04:52:06,565 - Train: 48.93% [612100/1251000] [489.3/1000.0] [batch_t 0.398 (0.432)] [data_t 0.015] [optim_t 0.383] [lr 0.001565] [CE 4.831 (4.118)] [KD 3.263 (2.945)] +2024-10-18 04:52:28,221 - Train: 48.93% [612150/1251000] [489.3/1000.0] [batch_t 0.422 (0.433)] [data_t 0.015] [optim_t 0.407] [lr 0.001565] [CE 3.590 (4.154)] [KD 2.522 (2.954)] +2024-10-18 04:52:49,149 - Train: 48.94% [612200/1251000] [489.4/1000.0] [batch_t 0.506 (0.418)] [data_t 0.015] [optim_t 0.491] [lr 0.001565] [CE 4.261 (4.101)] [KD 2.942 (2.907)] +2024-10-18 04:53:09,916 - Train: 48.94% [612250/1251000] [489.4/1000.0] [batch_t 0.466 (0.415)] [data_t 0.015] [optim_t 0.450] [lr 0.001564] [CE 4.422 (4.143)] [KD 2.893 (2.919)] +2024-10-18 04:53:31,393 - Train: 48.94% [612300/1251000] [489.4/1000.0] [batch_t 0.388 (0.429)] [data_t 0.015] [optim_t 0.373] [lr 0.001564] [CE 4.223 (4.179)] [KD 2.922 (2.937)] +2024-10-18 04:53:53,493 - Train: 48.95% [612350/1251000] [489.5/1000.0] [batch_t 0.460 (0.442)] [data_t 0.015] [optim_t 0.444] [lr 0.001564] [CE 3.973 (4.183)] [KD 2.925 (2.961)] +2024-10-18 04:54:15,360 - Train: 48.95% [612400/1251000] [489.5/1000.0] [batch_t 0.445 (0.437)] [data_t 0.015] [optim_t 0.430] [lr 0.001564] [CE 4.140 (4.133)] [KD 2.910 (2.954)] +2024-10-18 04:54:36,821 - Train: 48.96% [612450/1251000] [489.6/1000.0] [batch_t 0.483 (0.429)] [data_t 0.015] [optim_t 0.467] [lr 0.001564] [CE 4.284 (4.120)] [KD 2.928 (2.933)] +2024-10-18 04:54:58,095 - Train: 48.96% [612500/1251000] [489.6/1000.0] [batch_t 0.390 (0.425)] [data_t 0.015] [optim_t 0.375] [lr 0.001563] [CE 4.165 (4.068)] [KD 2.812 (2.900)] +2024-10-18 04:55:18,423 - Train: 48.96% [612550/1251000] [489.6/1000.0] [batch_t 0.488 (0.406)] [data_t 0.015] [optim_t 0.473] [lr 0.001563] [CE 4.121 (4.195)] [KD 3.049 (2.959)] +2024-10-18 04:55:38,775 - Train: 48.97% [612600/1251000] [489.7/1000.0] [batch_t 0.470 (0.407)] [data_t 0.016] [optim_t 0.455] [lr 0.001563] [CE 4.311 (4.076)] [KD 3.010 (2.955)] +2024-10-18 04:55:59,637 - Train: 48.97% [612650/1251000] [489.7/1000.0] [batch_t 0.361 (0.417)] [data_t 0.015] [optim_t 0.346] [lr 0.001563] [CE 3.769 (4.144)] [KD 2.804 (2.953)] +2024-10-18 04:56:21,182 - Train: 48.98% [612700/1251000] [489.8/1000.0] [batch_t 0.543 (0.431)] [data_t 0.016] [optim_t 0.528] [lr 0.001563] [CE 4.417 (4.134)] [KD 3.130 (2.933)] +2024-10-18 04:56:43,466 - Train: 48.98% [612750/1251000] [489.8/1000.0] [batch_t 0.440 (0.446)] [data_t 0.015] [optim_t 0.425] [lr 0.001563] [CE 3.972 (4.088)] [KD 2.861 (2.909)] +2024-10-18 04:57:05,836 - Train: 48.98% [612800/1251000] [489.8/1000.0] [batch_t 0.394 (0.447)] [data_t 0.015] [optim_t 0.379] [lr 0.001562] [CE 3.883 (4.075)] [KD 2.847 (2.903)] +2024-10-18 04:57:27,570 - Train: 48.99% [612850/1251000] [489.9/1000.0] [batch_t 0.398 (0.435)] [data_t 0.015] [optim_t 0.382] [lr 0.001562] [CE 3.418 (4.053)] [KD 2.740 (2.896)] +2024-10-18 04:57:48,648 - Train: 48.99% [612900/1251000] [489.9/1000.0] [batch_t 0.443 (0.421)] [data_t 0.015] [optim_t 0.428] [lr 0.001562] [CE 4.305 (4.164)] [KD 2.866 (2.950)] +2024-10-18 04:58:09,966 - Train: 49.00% [612950/1251000] [490.0/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.001562] [CE 4.272 (4.185)] [KD 3.231 (2.935)] +2024-10-18 04:58:47,955 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.420)] [top1_cnt 38907] [top5_cnt 47113] [top_all 50000] +2024-10-18 04:58:47,956 - net: 77.814 (94.226) +2024-10-18 04:59:09,779 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 40486] [top5_cnt 47795] [top_all 50000] +2024-10-18 04:59:09,779 - net_E: 80.972 (95.590) +2024-10-18 04:59:09,978 - Max [top1: 77.814 (epoch: 490)] [top1-ema: 80.972 (epoch: 490)] +2024-10-18 04:59:09,979 - ==> Total time: 3 days, 5:17:18 Eta: 3 days, 8:26:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 04:59:22,777 - Train: 49.00% [613000/1251000] [490.0/1000.0] [batch_t 0.359 (0.536)] [data_t 0.016] [optim_t 0.344] [lr 0.001562] [CE 4.083 (4.081)] [KD 2.735 (2.832)] +2024-10-18 04:59:42,432 - Train: 49.00% [613050/1251000] [490.0/1000.0] [batch_t 0.365 (0.393)] [data_t 0.020] [optim_t 0.345] [lr 0.001561] [CE 3.916 (4.146)] [KD 2.599 (2.897)] +2024-10-18 05:00:03,702 - Train: 49.01% [613100/1251000] [490.1/1000.0] [batch_t 0.363 (0.425)] [data_t 0.016] [optim_t 0.348] [lr 0.001561] [CE 4.149 (4.169)] [KD 2.912 (2.972)] +2024-10-18 05:00:25,307 - Train: 49.01% [613150/1251000] [490.1/1000.0] [batch_t 0.453 (0.432)] [data_t 0.015] [optim_t 0.437] [lr 0.001561] [CE 4.196 (4.105)] [KD 3.034 (2.918)] +2024-10-18 05:00:47,535 - Train: 49.02% [613200/1251000] [490.2/1000.0] [batch_t 0.452 (0.444)] [data_t 0.015] [optim_t 0.437] [lr 0.001561] [CE 4.137 (4.107)] [KD 2.844 (2.920)] +2024-10-18 05:01:09,666 - Train: 49.02% [613250/1251000] [490.2/1000.0] [batch_t 0.448 (0.442)] [data_t 0.016] [optim_t 0.433] [lr 0.001561] [CE 3.954 (4.097)] [KD 2.775 (2.909)] +2024-10-18 05:01:30,078 - Train: 49.02% [613300/1251000] [490.2/1000.0] [batch_t 0.380 (0.408)] [data_t 0.016] [optim_t 0.364] [lr 0.001560] [CE 4.236 (4.119)] [KD 3.015 (2.925)] +2024-10-18 05:01:50,599 - Train: 49.03% [613350/1251000] [490.3/1000.0] [batch_t 0.396 (0.410)] [data_t 0.016] [optim_t 0.381] [lr 0.001560] [CE 4.092 (4.124)] [KD 2.860 (2.893)] +2024-10-18 05:02:11,153 - Train: 49.03% [613400/1251000] [490.3/1000.0] [batch_t 0.399 (0.411)] [data_t 0.015] [optim_t 0.384] [lr 0.001560] [CE 4.588 (4.151)] [KD 3.002 (2.930)] +2024-10-18 05:02:32,257 - Train: 49.04% [613450/1251000] [490.4/1000.0] [batch_t 0.363 (0.422)] [data_t 0.016] [optim_t 0.347] [lr 0.001560] [CE 4.113 (4.071)] [KD 2.919 (2.891)] +2024-10-18 05:02:53,557 - Train: 49.04% [613500/1251000] [490.4/1000.0] [batch_t 0.363 (0.426)] [data_t 0.016] [optim_t 0.348] [lr 0.001560] [CE 4.473 (4.165)] [KD 3.266 (2.972)] +2024-10-18 05:03:15,470 - Train: 49.04% [613550/1251000] [490.4/1000.0] [batch_t 0.401 (0.438)] [data_t 0.015] [optim_t 0.386] [lr 0.001560] [CE 4.321 (4.082)] [KD 3.030 (2.931)] +2024-10-18 05:03:37,001 - Train: 49.05% [613600/1251000] [490.5/1000.0] [batch_t 0.420 (0.431)] [data_t 0.015] [optim_t 0.404] [lr 0.001559] [CE 4.037 (4.110)] [KD 3.040 (2.927)] +2024-10-18 05:03:58,593 - Train: 49.05% [613650/1251000] [490.5/1000.0] [batch_t 0.420 (0.432)] [data_t 0.015] [optim_t 0.405] [lr 0.001559] [CE 3.753 (4.134)] [KD 2.814 (2.957)] +2024-10-18 05:04:20,026 - Train: 49.06% [613700/1251000] [490.6/1000.0] [batch_t 0.468 (0.429)] [data_t 0.016] [optim_t 0.452] [lr 0.001559] [CE 4.475 (4.171)] [KD 3.268 (2.947)] +2024-10-18 05:04:41,202 - Train: 49.06% [613750/1251000] [490.6/1000.0] [batch_t 0.504 (0.423)] [data_t 0.015] [optim_t 0.489] [lr 0.001559] [CE 4.824 (4.161)] [KD 3.263 (2.948)] +2024-10-18 05:05:02,450 - Train: 49.06% [613800/1251000] [490.6/1000.0] [batch_t 0.415 (0.425)] [data_t 0.016] [optim_t 0.399] [lr 0.001559] [CE 4.336 (4.054)] [KD 3.022 (2.866)] +2024-10-18 05:05:23,357 - Train: 49.07% [613850/1251000] [490.7/1000.0] [batch_t 0.418 (0.418)] [data_t 0.072] [optim_t 0.346] [lr 0.001558] [CE 3.859 (4.194)] [KD 2.832 (2.951)] +2024-10-18 05:05:44,929 - Train: 49.07% [613900/1251000] [490.7/1000.0] [batch_t 0.484 (0.431)] [data_t 0.139] [optim_t 0.345] [lr 0.001558] [CE 3.895 (4.142)] [KD 2.730 (2.949)] +2024-10-18 05:06:06,648 - Train: 49.08% [613950/1251000] [490.8/1000.0] [batch_t 0.451 (0.434)] [data_t 0.016] [optim_t 0.435] [lr 0.001558] [CE 4.333 (4.054)] [KD 3.033 (2.882)] +2024-10-18 05:06:28,679 - Train: 49.08% [614000/1251000] [490.8/1000.0] [batch_t 0.451 (0.440)] [data_t 0.015] [optim_t 0.436] [lr 0.001558] [CE 4.530 (4.119)] [KD 3.065 (2.907)] +2024-10-18 05:06:49,070 - Train: 49.08% [614050/1251000] [490.8/1000.0] [batch_t 0.385 (0.408)] [data_t 0.015] [optim_t 0.370] [lr 0.001558] [CE 4.077 (4.140)] [KD 3.091 (2.940)] +2024-10-18 05:07:09,622 - Train: 49.09% [614100/1251000] [490.9/1000.0] [batch_t 0.364 (0.411)] [data_t 0.015] [optim_t 0.349] [lr 0.001558] [CE 4.564 (4.188)] [KD 3.197 (2.949)] +2024-10-18 05:07:30,627 - Train: 49.09% [614150/1251000] [490.9/1000.0] [batch_t 0.444 (0.420)] [data_t 0.015] [optim_t 0.428] [lr 0.001557] [CE 4.226 (4.243)] [KD 3.048 (3.007)] +2024-10-18 05:07:52,190 - Train: 49.10% [614200/1251000] [491.0/1000.0] [batch_t 0.426 (0.431)] [data_t 0.015] [optim_t 0.411] [lr 0.001557] [CE 3.978 (4.130)] [KD 3.042 (2.948)] +2024-10-18 05:08:30,282 - Test (net): 100.00% [50/50] [batch_t 0.132 (0.432)] [top1_cnt 38700] [top5_cnt 47005] [top_all 50000] +2024-10-18 05:08:30,283 - net: 77.400 (94.010) +2024-10-18 05:08:51,550 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40491] [top5_cnt 47767] [top_all 50000] +2024-10-18 05:08:51,551 - net_E: 80.982 (95.534) +2024-10-18 05:08:51,755 - Max [top1: 77.814 (epoch: 490)] [top1-ema: 80.982 (epoch: 491)] +2024-10-18 05:08:51,756 - ==> Total time: 3 days, 5:27:00 Eta: 3 days, 8:17:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 05:09:02,994 - Train: 49.10% [614250/1251000] [491.0/1000.0] [batch_t 0.360 (0.694)] [data_t 0.016] [optim_t 0.344] [lr 0.001557] [CE 4.066 (4.180)] [KD 3.072 (2.901)] +2024-10-18 05:09:22,126 - Train: 49.10% [614300/1251000] [491.0/1000.0] [batch_t 0.475 (0.383)] [data_t 0.016] [optim_t 0.459] [lr 0.001557] [CE 4.121 (4.141)] [KD 2.860 (2.904)] +2024-10-18 05:09:43,873 - Train: 49.11% [614350/1251000] [491.1/1000.0] [batch_t 0.393 (0.435)] [data_t 0.016] [optim_t 0.377] [lr 0.001557] [CE 3.787 (4.069)] [KD 2.744 (2.899)] +2024-10-18 05:10:05,711 - Train: 49.11% [614400/1251000] [491.1/1000.0] [batch_t 0.414 (0.437)] [data_t 0.015] [optim_t 0.398] [lr 0.001556] [CE 4.076 (4.188)] [KD 3.059 (2.968)] +2024-10-18 05:10:26,778 - Train: 49.12% [614450/1251000] [491.2/1000.0] [batch_t 0.391 (0.421)] [data_t 0.015] [optim_t 0.375] [lr 0.001556] [CE 3.899 (4.086)] [KD 2.695 (2.917)] +2024-10-18 05:10:47,532 - Train: 49.12% [614500/1251000] [491.2/1000.0] [batch_t 0.381 (0.415)] [data_t 0.015] [optim_t 0.366] [lr 0.001556] [CE 4.014 (4.137)] [KD 2.935 (2.909)] +2024-10-18 05:11:07,795 - Train: 49.12% [614550/1251000] [491.2/1000.0] [batch_t 0.383 (0.405)] [data_t 0.015] [optim_t 0.368] [lr 0.001556] [CE 3.543 (4.114)] [KD 2.818 (2.893)] +2024-10-18 05:11:29,171 - Train: 49.13% [614600/1251000] [491.3/1000.0] [batch_t 0.431 (0.427)] [data_t 0.015] [optim_t 0.415] [lr 0.001556] [CE 3.670 (4.140)] [KD 2.868 (2.905)] +2024-10-18 05:11:50,122 - Train: 49.13% [614650/1251000] [491.3/1000.0] [batch_t 0.361 (0.419)] [data_t 0.016] [optim_t 0.346] [lr 0.001555] [CE 3.668 (4.156)] [KD 2.912 (2.962)] +2024-10-18 05:12:11,092 - Train: 49.14% [614700/1251000] [491.4/1000.0] [batch_t 0.439 (0.419)] [data_t 0.016] [optim_t 0.424] [lr 0.001555] [CE 3.867 (4.084)] [KD 2.744 (2.908)] +2024-10-18 05:12:32,349 - Train: 49.14% [614750/1251000] [491.4/1000.0] [batch_t 0.419 (0.425)] [data_t 0.015] [optim_t 0.404] [lr 0.001555] [CE 4.438 (4.144)] [KD 3.163 (2.952)] +2024-10-18 05:12:53,577 - Train: 49.14% [614800/1251000] [491.4/1000.0] [batch_t 0.409 (0.424)] [data_t 0.015] [optim_t 0.393] [lr 0.001555] [CE 4.473 (4.155)] [KD 3.062 (2.939)] +2024-10-18 05:13:15,459 - Train: 49.15% [614850/1251000] [491.5/1000.0] [batch_t 0.464 (0.438)] [data_t 0.015] [optim_t 0.448] [lr 0.001555] [CE 3.813 (4.140)] [KD 2.824 (2.949)] +2024-10-18 05:13:37,381 - Train: 49.15% [614900/1251000] [491.5/1000.0] [batch_t 0.454 (0.438)] [data_t 0.015] [optim_t 0.439] [lr 0.001555] [CE 3.815 (4.084)] [KD 2.689 (2.891)] +2024-10-18 05:13:59,044 - Train: 49.16% [614950/1251000] [491.6/1000.0] [batch_t 0.408 (0.433)] [data_t 0.015] [optim_t 0.393] [lr 0.001554] [CE 4.159 (4.128)] [KD 3.115 (2.932)] +2024-10-18 05:14:21,000 - Train: 49.16% [615000/1251000] [491.6/1000.0] [batch_t 0.480 (0.439)] [data_t 0.016] [optim_t 0.464] [lr 0.001554] [CE 4.441 (4.200)] [KD 3.036 (2.950)] +2024-10-18 05:14:42,329 - Train: 49.16% [615050/1251000] [491.6/1000.0] [batch_t 0.387 (0.426)] [data_t 0.015] [optim_t 0.372] [lr 0.001554] [CE 4.433 (4.146)] [KD 3.013 (2.940)] +2024-10-18 05:15:03,826 - Train: 49.17% [615100/1251000] [491.7/1000.0] [batch_t 0.403 (0.430)] [data_t 0.016] [optim_t 0.388] [lr 0.001554] [CE 4.340 (4.161)] [KD 2.907 (2.945)] +2024-10-18 05:15:25,962 - Train: 49.17% [615150/1251000] [491.7/1000.0] [batch_t 0.488 (0.443)] [data_t 0.016] [optim_t 0.473] [lr 0.001554] [CE 4.166 (4.030)] [KD 2.911 (2.872)] +2024-10-18 05:15:47,803 - Train: 49.18% [615200/1251000] [491.8/1000.0] [batch_t 0.397 (0.437)] [data_t 0.015] [optim_t 0.381] [lr 0.001553] [CE 4.116 (4.228)] [KD 3.135 (2.967)] +2024-10-18 05:16:09,041 - Train: 49.18% [615250/1251000] [491.8/1000.0] [batch_t 0.418 (0.425)] [data_t 0.015] [optim_t 0.402] [lr 0.001553] [CE 4.178 (4.178)] [KD 2.964 (2.960)] +2024-10-18 05:16:31,154 - Train: 49.18% [615300/1251000] [491.8/1000.0] [batch_t 0.384 (0.442)] [data_t 0.015] [optim_t 0.369] [lr 0.001553] [CE 3.968 (4.158)] [KD 2.813 (2.944)] +2024-10-18 05:16:52,478 - Train: 49.19% [615350/1251000] [491.9/1000.0] [batch_t 0.439 (0.426)] [data_t 0.015] [optim_t 0.424] [lr 0.001553] [CE 3.963 (4.132)] [KD 2.866 (2.922)] +2024-10-18 05:17:13,708 - Train: 49.19% [615400/1251000] [491.9/1000.0] [batch_t 0.462 (0.425)] [data_t 0.015] [optim_t 0.447] [lr 0.001553] [CE 4.025 (4.131)] [KD 2.898 (2.982)] +2024-10-18 05:17:34,604 - Train: 49.20% [615450/1251000] [492.0/1000.0] [batch_t 0.436 (0.418)] [data_t 0.016] [optim_t 0.420] [lr 0.001552] [CE 4.322 (4.131)] [KD 2.965 (2.959)] +2024-10-18 05:18:12,920 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 38692] [top5_cnt 47055] [top_all 50000] +2024-10-18 05:18:12,921 - net: 77.384 (94.110) +2024-10-18 05:18:35,241 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.440)] [top1_cnt 40507] [top5_cnt 47772] [top_all 50000] +2024-10-18 05:18:35,242 - net_E: 81.014 (95.544) +2024-10-18 05:18:35,423 - Max [top1: 77.814 (epoch: 490)] [top1-ema: 81.014 (epoch: 492)] +2024-10-18 05:18:35,424 - ==> Total time: 3 days, 5:36:44 Eta: 3 days, 8:08:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 05:18:46,122 - Train: 49.20% [615500/1251000] [492.0/1000.0] [batch_t 0.361 (0.786)] [data_t 0.015] [optim_t 0.345] [lr 0.001552] [CE 4.294 (4.320)] [KD 2.990 (3.008)] +2024-10-18 05:19:05,416 - Train: 49.20% [615550/1251000] [492.0/1000.0] [batch_t 0.373 (0.386)] [data_t 0.015] [optim_t 0.358] [lr 0.001552] [CE 4.001 (4.100)] [KD 2.826 (2.903)] +2024-10-18 05:19:27,086 - Train: 49.21% [615600/1251000] [492.1/1000.0] [batch_t 0.466 (0.433)] [data_t 0.015] [optim_t 0.450] [lr 0.001552] [CE 4.453 (4.133)] [KD 2.977 (2.881)] +2024-10-18 05:19:48,323 - Train: 49.21% [615650/1251000] [492.1/1000.0] [batch_t 0.441 (0.425)] [data_t 0.015] [optim_t 0.425] [lr 0.001552] [CE 4.010 (4.122)] [KD 2.954 (2.840)] +2024-10-18 05:20:09,439 - Train: 49.22% [615700/1251000] [492.2/1000.0] [batch_t 0.453 (0.422)] [data_t 0.015] [optim_t 0.438] [lr 0.001552] [CE 4.035 (4.143)] [KD 2.738 (2.895)] +2024-10-18 05:20:30,833 - Train: 49.22% [615750/1251000] [492.2/1000.0] [batch_t 0.383 (0.428)] [data_t 0.015] [optim_t 0.368] [lr 0.001551] [CE 4.894 (4.126)] [KD 3.319 (2.885)] +2024-10-18 05:20:52,151 - Train: 49.22% [615800/1251000] [492.2/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.001551] [CE 3.785 (4.112)] [KD 2.816 (2.941)] +2024-10-18 05:21:13,163 - Train: 49.23% [615850/1251000] [492.3/1000.0] [batch_t 0.492 (0.420)] [data_t 0.015] [optim_t 0.477] [lr 0.001551] [CE 4.141 (4.125)] [KD 2.892 (2.959)] +2024-10-18 05:21:34,226 - Train: 49.23% [615900/1251000] [492.3/1000.0] [batch_t 0.421 (0.421)] [data_t 0.016] [optim_t 0.406] [lr 0.001551] [CE 3.976 (4.153)] [KD 2.797 (2.901)] +2024-10-18 05:21:55,146 - Train: 49.24% [615950/1251000] [492.4/1000.0] [batch_t 0.433 (0.418)] [data_t 0.015] [optim_t 0.418] [lr 0.001551] [CE 3.747 (4.099)] [KD 2.622 (2.914)] +2024-10-18 05:22:16,318 - Train: 49.24% [616000/1251000] [492.4/1000.0] [batch_t 0.373 (0.423)] [data_t 0.015] [optim_t 0.357] [lr 0.001550] [CE 4.144 (4.180)] [KD 2.782 (2.926)] +2024-10-18 05:22:37,516 - Train: 49.24% [616050/1251000] [492.4/1000.0] [batch_t 0.521 (0.424)] [data_t 0.015] [optim_t 0.506] [lr 0.001550] [CE 4.458 (4.093)] [KD 3.105 (2.902)] +2024-10-18 05:22:58,774 - Train: 49.25% [616100/1251000] [492.5/1000.0] [batch_t 0.371 (0.425)] [data_t 0.015] [optim_t 0.356] [lr 0.001550] [CE 3.954 (4.135)] [KD 2.868 (2.914)] +2024-10-18 05:23:19,808 - Train: 49.25% [616150/1251000] [492.5/1000.0] [batch_t 0.440 (0.421)] [data_t 0.015] [optim_t 0.424] [lr 0.001550] [CE 4.744 (4.123)] [KD 3.157 (2.969)] +2024-10-18 05:23:40,973 - Train: 49.26% [616200/1251000] [492.6/1000.0] [batch_t 0.424 (0.423)] [data_t 0.015] [optim_t 0.409] [lr 0.001550] [CE 4.098 (4.114)] [KD 2.913 (2.887)] +2024-10-18 05:24:03,007 - Train: 49.26% [616250/1251000] [492.6/1000.0] [batch_t 0.407 (0.441)] [data_t 0.015] [optim_t 0.391] [lr 0.001549] [CE 3.907 (4.093)] [KD 2.851 (2.878)] +2024-10-18 05:24:25,277 - Train: 49.26% [616300/1251000] [492.6/1000.0] [batch_t 0.375 (0.445)] [data_t 0.015] [optim_t 0.360] [lr 0.001549] [CE 4.070 (4.095)] [KD 3.070 (2.906)] +2024-10-18 05:24:45,949 - Train: 49.27% [616350/1251000] [492.7/1000.0] [batch_t 0.391 (0.413)] [data_t 0.015] [optim_t 0.376] [lr 0.001549] [CE 4.255 (4.211)] [KD 2.949 (2.988)] +2024-10-18 05:25:06,496 - Train: 49.27% [616400/1251000] [492.7/1000.0] [batch_t 0.364 (0.411)] [data_t 0.015] [optim_t 0.348] [lr 0.001549] [CE 3.945 (4.169)] [KD 2.882 (2.927)] +2024-10-18 05:25:27,988 - Train: 49.28% [616450/1251000] [492.8/1000.0] [batch_t 0.452 (0.430)] [data_t 0.015] [optim_t 0.437] [lr 0.001549] [CE 4.051 (4.146)] [KD 2.839 (2.907)] +2024-10-18 05:25:49,269 - Train: 49.28% [616500/1251000] [492.8/1000.0] [batch_t 0.509 (0.426)] [data_t 0.016] [optim_t 0.493] [lr 0.001549] [CE 4.176 (4.127)] [KD 2.965 (2.894)] +2024-10-18 05:26:11,095 - Train: 49.28% [616550/1251000] [492.8/1000.0] [batch_t 0.485 (0.436)] [data_t 0.015] [optim_t 0.469] [lr 0.001548] [CE 4.022 (4.143)] [KD 3.012 (2.907)] +2024-10-18 05:26:32,477 - Train: 49.29% [616600/1251000] [492.9/1000.0] [batch_t 0.407 (0.428)] [data_t 0.016] [optim_t 0.391] [lr 0.001548] [CE 4.087 (4.070)] [KD 2.827 (2.894)] +2024-10-18 05:26:53,863 - Train: 49.29% [616650/1251000] [492.9/1000.0] [batch_t 0.417 (0.428)] [data_t 0.015] [optim_t 0.402] [lr 0.001548] [CE 4.365 (4.112)] [KD 3.040 (2.943)] +2024-10-18 05:27:15,361 - Train: 49.30% [616700/1251000] [493.0/1000.0] [batch_t 0.429 (0.430)] [data_t 0.015] [optim_t 0.414] [lr 0.001548] [CE 4.433 (4.211)] [KD 3.210 (2.996)] +2024-10-18 05:27:54,585 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 38972] [top5_cnt 47016] [top_all 50000] +2024-10-18 05:27:54,586 - net: 77.944 (94.032) +2024-10-18 05:28:16,222 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40529] [top5_cnt 47796] [top_all 50000] +2024-10-18 05:28:16,222 - net_E: 81.058 (95.592) +2024-10-18 05:28:16,352 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.058 (epoch: 493)] +2024-10-18 05:28:16,353 - ==> Total time: 3 days, 5:46:24 Eta: 3 days, 7:58:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 05:28:27,267 - Train: 49.30% [616750/1251000] [493.0/1000.0] [batch_t 0.360 (0.753)] [data_t 0.015] [optim_t 0.345] [lr 0.001548] [CE 3.930 (4.256)] [KD 2.549 (2.940)] +2024-10-18 05:28:47,314 - Train: 49.30% [616800/1251000] [493.0/1000.0] [batch_t 0.467 (0.401)] [data_t 0.015] [optim_t 0.452] [lr 0.001547] [CE 4.256 (4.137)] [KD 2.850 (2.884)] +2024-10-18 05:29:10,555 - Train: 49.31% [616850/1251000] [493.1/1000.0] [batch_t 0.485 (0.465)] [data_t 0.015] [optim_t 0.470] [lr 0.001547] [CE 4.010 (4.077)] [KD 2.682 (2.856)] +2024-10-18 05:29:33,408 - Train: 49.31% [616900/1251000] [493.1/1000.0] [batch_t 0.420 (0.457)] [data_t 0.015] [optim_t 0.405] [lr 0.001547] [CE 4.070 (4.076)] [KD 2.792 (2.869)] +2024-10-18 05:29:55,710 - Train: 49.32% [616950/1251000] [493.2/1000.0] [batch_t 0.526 (0.446)] [data_t 0.015] [optim_t 0.511] [lr 0.001547] [CE 4.100 (4.151)] [KD 2.990 (2.927)] +2024-10-18 05:30:17,900 - Train: 49.32% [617000/1251000] [493.2/1000.0] [batch_t 0.511 (0.444)] [data_t 0.015] [optim_t 0.496] [lr 0.001547] [CE 3.976 (4.068)] [KD 2.796 (2.884)] +2024-10-18 05:30:39,855 - Train: 49.32% [617050/1251000] [493.2/1000.0] [batch_t 0.404 (0.439)] [data_t 0.015] [optim_t 0.388] [lr 0.001547] [CE 4.223 (4.062)] [KD 3.049 (2.872)] +2024-10-18 05:31:01,296 - Train: 49.33% [617100/1251000] [493.3/1000.0] [batch_t 0.355 (0.429)] [data_t 0.015] [optim_t 0.339] [lr 0.001546] [CE 4.372 (4.175)] [KD 3.056 (2.976)] +2024-10-18 05:31:22,309 - Train: 49.33% [617150/1251000] [493.3/1000.0] [batch_t 0.377 (0.420)] [data_t 0.015] [optim_t 0.361] [lr 0.001546] [CE 3.852 (4.044)] [KD 2.854 (2.862)] +2024-10-18 05:31:44,098 - Train: 49.34% [617200/1251000] [493.4/1000.0] [batch_t 0.424 (0.436)] [data_t 0.015] [optim_t 0.409] [lr 0.001546] [CE 4.085 (4.126)] [KD 2.838 (2.872)] +2024-10-18 05:32:05,292 - Train: 49.34% [617250/1251000] [493.4/1000.0] [batch_t 0.388 (0.424)] [data_t 0.016] [optim_t 0.373] [lr 0.001546] [CE 4.179 (4.160)] [KD 2.911 (2.930)] +2024-10-18 05:32:27,081 - Train: 49.34% [617300/1251000] [493.4/1000.0] [batch_t 0.910 (0.436)] [data_t 0.015] [optim_t 0.895] [lr 0.001546] [CE 4.127 (4.143)] [KD 3.044 (2.906)] +2024-10-18 05:32:47,989 - Train: 49.35% [617350/1251000] [493.5/1000.0] [batch_t 0.497 (0.418)] [data_t 0.016] [optim_t 0.481] [lr 0.001545] [CE 4.224 (4.158)] [KD 2.929 (2.961)] +2024-10-18 05:33:09,813 - Train: 49.35% [617400/1251000] [493.5/1000.0] [batch_t 0.417 (0.436)] [data_t 0.016] [optim_t 0.402] [lr 0.001545] [CE 3.967 (4.104)] [KD 2.935 (2.879)] +2024-10-18 05:33:31,710 - Train: 49.36% [617450/1251000] [493.6/1000.0] [batch_t 0.363 (0.438)] [data_t 0.015] [optim_t 0.348] [lr 0.001545] [CE 4.302 (4.137)] [KD 2.938 (2.940)] +2024-10-18 05:33:53,775 - Train: 49.36% [617500/1251000] [493.6/1000.0] [batch_t 0.549 (0.441)] [data_t 0.015] [optim_t 0.533] [lr 0.001545] [CE 4.039 (4.172)] [KD 2.875 (2.912)] +2024-10-18 05:34:15,788 - Train: 49.36% [617550/1251000] [493.6/1000.0] [batch_t 0.458 (0.440)] [data_t 0.016] [optim_t 0.442] [lr 0.001545] [CE 4.008 (4.149)] [KD 3.089 (2.952)] +2024-10-18 05:34:37,512 - Train: 49.37% [617600/1251000] [493.7/1000.0] [batch_t 0.386 (0.434)] [data_t 0.015] [optim_t 0.370] [lr 0.001544] [CE 3.738 (4.137)] [KD 2.739 (2.952)] +2024-10-18 05:34:59,639 - Train: 49.37% [617650/1251000] [493.7/1000.0] [batch_t 0.519 (0.442)] [data_t 0.015] [optim_t 0.503] [lr 0.001544] [CE 3.867 (4.156)] [KD 2.702 (2.968)] +2024-10-18 05:35:21,245 - Train: 49.38% [617700/1251000] [493.8/1000.0] [batch_t 0.439 (0.432)] [data_t 0.015] [optim_t 0.424] [lr 0.001544] [CE 4.010 (4.082)] [KD 2.952 (2.891)] +2024-10-18 05:35:43,115 - Train: 49.38% [617750/1251000] [493.8/1000.0] [batch_t 0.530 (0.437)] [data_t 0.015] [optim_t 0.515] [lr 0.001544] [CE 3.304 (4.112)] [KD 2.524 (2.912)] +2024-10-18 05:36:05,212 - Train: 49.38% [617800/1251000] [493.8/1000.0] [batch_t 0.394 (0.442)] [data_t 0.015] [optim_t 0.378] [lr 0.001544] [CE 4.752 (4.101)] [KD 3.116 (2.947)] +2024-10-18 05:36:27,519 - Train: 49.39% [617850/1251000] [493.9/1000.0] [batch_t 0.442 (0.446)] [data_t 0.016] [optim_t 0.426] [lr 0.001544] [CE 4.235 (4.159)] [KD 2.996 (2.964)] +2024-10-18 05:36:49,237 - Train: 49.39% [617900/1251000] [493.9/1000.0] [batch_t 0.438 (0.434)] [data_t 0.016] [optim_t 0.423] [lr 0.001543] [CE 3.811 (4.174)] [KD 2.791 (2.950)] +2024-10-18 05:37:10,461 - Train: 49.40% [617950/1251000] [494.0/1000.0] [batch_t 0.367 (0.424)] [data_t 0.015] [optim_t 0.352] [lr 0.001543] [CE 4.197 (4.051)] [KD 3.065 (2.892)] +2024-10-18 05:37:50,246 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 38710] [top5_cnt 47023] [top_all 50000] +2024-10-18 05:37:50,247 - net: 77.420 (94.046) +2024-10-18 05:38:11,654 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40524] [top5_cnt 47785] [top_all 50000] +2024-10-18 05:38:11,654 - net_E: 81.048 (95.570) +2024-10-18 05:38:11,800 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.058 (epoch: 493)] +2024-10-18 05:38:11,801 - ==> Total time: 3 days, 5:56:20 Eta: 3 days, 7:49:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 05:38:21,007 - Train: 49.40% [618000/1251000] [494.0/1000.0] [batch_t 0.362 (1.315)] [data_t 0.015] [optim_t 0.346] [lr 0.001543] [CE 3.626 (4.056)] [KD 2.544 (2.913)] +2024-10-18 05:38:40,124 - Train: 49.40% [618050/1251000] [494.0/1000.0] [batch_t 0.361 (0.382)] [data_t 0.015] [optim_t 0.345] [lr 0.001543] [CE 4.377 (4.178)] [KD 2.877 (2.942)] +2024-10-18 05:39:01,577 - Train: 49.41% [618100/1251000] [494.1/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.349] [lr 0.001543] [CE 3.966 (4.157)] [KD 2.793 (2.924)] +2024-10-18 05:39:24,127 - Train: 49.41% [618150/1251000] [494.1/1000.0] [batch_t 0.483 (0.451)] [data_t 0.143] [optim_t 0.339] [lr 0.001542] [CE 4.656 (4.156)] [KD 3.278 (2.922)] +2024-10-18 05:39:46,483 - Train: 49.42% [618200/1251000] [494.2/1000.0] [batch_t 0.510 (0.447)] [data_t 0.168] [optim_t 0.341] [lr 0.001542] [CE 4.085 (4.184)] [KD 2.965 (2.952)] +2024-10-18 05:40:07,367 - Train: 49.42% [618250/1251000] [494.2/1000.0] [batch_t 0.412 (0.418)] [data_t 0.069] [optim_t 0.343] [lr 0.001542] [CE 4.481 (4.115)] [KD 3.004 (2.913)] +2024-10-18 05:40:27,346 - Train: 49.42% [618300/1251000] [494.2/1000.0] [batch_t 0.363 (0.399)] [data_t 0.015] [optim_t 0.347] [lr 0.001542] [CE 4.336 (4.076)] [KD 2.768 (2.873)] +2024-10-18 05:40:49,159 - Train: 49.43% [618350/1251000] [494.3/1000.0] [batch_t 0.396 (0.436)] [data_t 0.015] [optim_t 0.381] [lr 0.001542] [CE 4.430 (4.099)] [KD 3.143 (2.891)] +2024-10-18 05:41:10,846 - Train: 49.43% [618400/1251000] [494.3/1000.0] [batch_t 0.478 (0.434)] [data_t 0.015] [optim_t 0.463] [lr 0.001541] [CE 3.762 (4.138)] [KD 2.591 (2.938)] +2024-10-18 05:41:33,134 - Train: 49.44% [618450/1251000] [494.4/1000.0] [batch_t 0.491 (0.446)] [data_t 0.015] [optim_t 0.475] [lr 0.001541] [CE 4.479 (4.139)] [KD 3.194 (2.956)] +2024-10-18 05:41:54,855 - Train: 49.44% [618500/1251000] [494.4/1000.0] [batch_t 0.446 (0.434)] [data_t 0.015] [optim_t 0.431] [lr 0.001541] [CE 4.086 (4.094)] [KD 2.824 (2.918)] +2024-10-18 05:42:16,929 - Train: 49.44% [618550/1251000] [494.4/1000.0] [batch_t 0.889 (0.441)] [data_t 0.015] [optim_t 0.874] [lr 0.001541] [CE 4.288 (4.090)] [KD 2.966 (2.871)] +2024-10-18 05:42:38,638 - Train: 49.45% [618600/1251000] [494.5/1000.0] [batch_t 0.367 (0.434)] [data_t 0.015] [optim_t 0.351] [lr 0.001541] [CE 3.919 (4.125)] [KD 2.925 (2.892)] +2024-10-18 05:43:00,743 - Train: 49.45% [618650/1251000] [494.5/1000.0] [batch_t 0.485 (0.442)] [data_t 0.015] [optim_t 0.470] [lr 0.001541] [CE 4.200 (4.154)] [KD 2.923 (2.944)] +2024-10-18 05:43:22,554 - Train: 49.46% [618700/1251000] [494.6/1000.0] [batch_t 0.446 (0.436)] [data_t 0.016] [optim_t 0.430] [lr 0.001540] [CE 4.233 (4.091)] [KD 3.038 (2.916)] +2024-10-18 05:43:43,457 - Train: 49.46% [618750/1251000] [494.6/1000.0] [batch_t 0.452 (0.418)] [data_t 0.015] [optim_t 0.437] [lr 0.001540] [CE 4.196 (4.136)] [KD 2.823 (2.902)] +2024-10-18 05:44:03,851 - Train: 49.46% [618800/1251000] [494.6/1000.0] [batch_t 0.364 (0.408)] [data_t 0.016] [optim_t 0.348] [lr 0.001540] [CE 4.080 (4.154)] [KD 2.941 (2.939)] +2024-10-18 05:44:25,087 - Train: 49.47% [618850/1251000] [494.7/1000.0] [batch_t 0.403 (0.425)] [data_t 0.015] [optim_t 0.387] [lr 0.001540] [CE 3.913 (4.146)] [KD 2.783 (2.932)] +2024-10-18 05:44:46,656 - Train: 49.47% [618900/1251000] [494.7/1000.0] [batch_t 0.385 (0.431)] [data_t 0.016] [optim_t 0.369] [lr 0.001540] [CE 3.775 (4.149)] [KD 2.747 (2.941)] +2024-10-18 05:45:07,214 - Train: 49.48% [618950/1251000] [494.8/1000.0] [batch_t 0.461 (0.411)] [data_t 0.016] [optim_t 0.446] [lr 0.001539] [CE 4.637 (4.178)] [KD 3.134 (2.972)] +2024-10-18 05:45:28,554 - Train: 49.48% [619000/1251000] [494.8/1000.0] [batch_t 0.391 (0.427)] [data_t 0.016] [optim_t 0.376] [lr 0.001539] [CE 4.170 (4.126)] [KD 3.099 (2.945)] +2024-10-18 05:45:50,212 - Train: 49.48% [619050/1251000] [494.8/1000.0] [batch_t 0.447 (0.433)] [data_t 0.015] [optim_t 0.432] [lr 0.001539] [CE 4.192 (4.180)] [KD 2.899 (2.970)] +2024-10-18 05:46:11,426 - Train: 49.49% [619100/1251000] [494.9/1000.0] [batch_t 0.369 (0.424)] [data_t 0.016] [optim_t 0.353] [lr 0.001539] [CE 4.601 (4.096)] [KD 3.142 (2.958)] +2024-10-18 05:46:32,418 - Train: 49.49% [619150/1251000] [494.9/1000.0] [batch_t 0.427 (0.420)] [data_t 0.015] [optim_t 0.411] [lr 0.001539] [CE 4.208 (4.112)] [KD 2.868 (2.873)] +2024-10-18 05:46:54,429 - Train: 49.50% [619200/1251000] [495.0/1000.0] [batch_t 0.441 (0.440)] [data_t 0.015] [optim_t 0.426] [lr 0.001538] [CE 4.090 (4.045)] [KD 2.829 (2.850)] +2024-10-18 05:47:34,034 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 38784] [top5_cnt 46997] [top_all 50000] +2024-10-18 05:47:34,035 - net: 77.568 (93.994) +2024-10-18 05:47:56,127 - Test (net_E): 100.00% [50/50] [batch_t 0.137 (0.435)] [top1_cnt 40488] [top5_cnt 47769] [top_all 50000] +2024-10-18 05:47:56,128 - net_E: 80.976 (95.538) +2024-10-18 05:47:56,309 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.058 (epoch: 493)] +2024-10-18 05:47:56,310 - ==> Total time: 3 days, 6:06:04 Eta: 3 days, 7:40:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 05:48:05,453 - Train: 49.50% [619250/1251000] [495.0/1000.0] [batch_t 0.364 (1.035)] [data_t 0.015] [optim_t 0.348] [lr 0.001538] [CE 4.522 (4.018)] [KD 3.064 (2.812)] +2024-10-18 05:48:24,642 - Train: 49.50% [619300/1251000] [495.0/1000.0] [batch_t 0.403 (0.384)] [data_t 0.059] [optim_t 0.344] [lr 0.001538] [CE 3.865 (4.099)] [KD 2.673 (2.890)] +2024-10-18 05:48:46,027 - Train: 49.51% [619350/1251000] [495.1/1000.0] [batch_t 0.452 (0.428)] [data_t 0.107] [optim_t 0.344] [lr 0.001538] [CE 3.931 (4.109)] [KD 2.738 (2.887)] +2024-10-18 05:49:07,169 - Train: 49.51% [619400/1251000] [495.1/1000.0] [batch_t 0.395 (0.423)] [data_t 0.015] [optim_t 0.380] [lr 0.001538] [CE 4.335 (4.143)] [KD 2.913 (2.882)] +2024-10-18 05:49:28,755 - Train: 49.52% [619450/1251000] [495.2/1000.0] [batch_t 0.360 (0.432)] [data_t 0.015] [optim_t 0.344] [lr 0.001538] [CE 4.021 (4.151)] [KD 2.803 (2.912)] +2024-10-18 05:49:49,323 - Train: 49.52% [619500/1251000] [495.2/1000.0] [batch_t 0.442 (0.411)] [data_t 0.015] [optim_t 0.426] [lr 0.001537] [CE 4.229 (4.204)] [KD 2.823 (2.946)] +2024-10-18 05:50:10,906 - Train: 49.52% [619550/1251000] [495.2/1000.0] [batch_t 0.421 (0.432)] [data_t 0.015] [optim_t 0.406] [lr 0.001537] [CE 4.199 (4.118)] [KD 2.914 (2.891)] +2024-10-18 05:50:32,196 - Train: 49.53% [619600/1251000] [495.3/1000.0] [batch_t 0.377 (0.426)] [data_t 0.015] [optim_t 0.361] [lr 0.001537] [CE 4.393 (4.218)] [KD 3.104 (2.966)] +2024-10-18 05:50:53,553 - Train: 49.53% [619650/1251000] [495.3/1000.0] [batch_t 0.449 (0.427)] [data_t 0.015] [optim_t 0.434] [lr 0.001537] [CE 4.005 (4.125)] [KD 2.910 (2.932)] +2024-10-18 05:51:15,224 - Train: 49.54% [619700/1251000] [495.4/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.345] [lr 0.001537] [CE 4.424 (4.090)] [KD 2.898 (2.936)] +2024-10-18 05:51:36,839 - Train: 49.54% [619750/1251000] [495.4/1000.0] [batch_t 0.364 (0.432)] [data_t 0.016] [optim_t 0.348] [lr 0.001536] [CE 4.013 (4.146)] [KD 2.927 (2.935)] +2024-10-18 05:51:58,252 - Train: 49.54% [619800/1251000] [495.4/1000.0] [batch_t 0.408 (0.428)] [data_t 0.016] [optim_t 0.392] [lr 0.001536] [CE 4.374 (4.108)] [KD 3.006 (2.949)] +2024-10-18 05:52:19,493 - Train: 49.55% [619850/1251000] [495.5/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.346] [lr 0.001536] [CE 4.398 (4.096)] [KD 3.107 (2.892)] +2024-10-18 05:52:41,321 - Train: 49.55% [619900/1251000] [495.5/1000.0] [batch_t 0.452 (0.436)] [data_t 0.015] [optim_t 0.437] [lr 0.001536] [CE 4.583 (4.073)] [KD 3.223 (2.894)] +2024-10-18 05:53:02,804 - Train: 49.56% [619950/1251000] [495.6/1000.0] [batch_t 0.526 (0.430)] [data_t 0.015] [optim_t 0.511] [lr 0.001536] [CE 4.121 (4.104)] [KD 3.058 (2.871)] +2024-10-18 05:53:24,936 - Train: 49.56% [620000/1251000] [495.6/1000.0] [batch_t 0.361 (0.443)] [data_t 0.015] [optim_t 0.346] [lr 0.001536] [CE 3.811 (4.106)] [KD 2.844 (2.944)] +2024-10-18 05:53:46,887 - Train: 49.56% [620050/1251000] [495.6/1000.0] [batch_t 0.442 (0.439)] [data_t 0.015] [optim_t 0.427] [lr 0.001535] [CE 4.123 (4.062)] [KD 2.835 (2.879)] +2024-10-18 05:54:08,218 - Train: 49.57% [620100/1251000] [495.7/1000.0] [batch_t 0.424 (0.427)] [data_t 0.015] [optim_t 0.409] [lr 0.001535] [CE 4.251 (4.059)] [KD 2.954 (2.851)] +2024-10-18 05:54:30,080 - Train: 49.57% [620150/1251000] [495.7/1000.0] [batch_t 0.450 (0.437)] [data_t 0.015] [optim_t 0.434] [lr 0.001535] [CE 3.684 (4.107)] [KD 2.532 (2.932)] +2024-10-18 05:54:51,907 - Train: 49.58% [620200/1251000] [495.8/1000.0] [batch_t 0.427 (0.436)] [data_t 0.015] [optim_t 0.412] [lr 0.001535] [CE 4.538 (4.174)] [KD 3.054 (2.913)] +2024-10-18 05:55:13,290 - Train: 49.58% [620250/1251000] [495.8/1000.0] [batch_t 0.392 (0.428)] [data_t 0.016] [optim_t 0.377] [lr 0.001535] [CE 3.791 (4.094)] [KD 2.780 (2.909)] +2024-10-18 05:55:34,813 - Train: 49.58% [620300/1251000] [495.8/1000.0] [batch_t 0.379 (0.430)] [data_t 0.015] [optim_t 0.364] [lr 0.001534] [CE 4.745 (4.068)] [KD 3.124 (2.883)] +2024-10-18 05:55:55,890 - Train: 49.59% [620350/1251000] [495.9/1000.0] [batch_t 0.439 (0.421)] [data_t 0.015] [optim_t 0.424] [lr 0.001534] [CE 4.113 (4.153)] [KD 2.778 (2.914)] +2024-10-18 05:56:17,931 - Train: 49.59% [620400/1251000] [495.9/1000.0] [batch_t 0.439 (0.441)] [data_t 0.098] [optim_t 0.342] [lr 0.001534] [CE 4.540 (4.133)] [KD 3.201 (2.946)] +2024-10-18 05:56:39,937 - Train: 49.60% [620450/1251000] [496.0/1000.0] [batch_t 0.557 (0.440)] [data_t 0.215] [optim_t 0.342] [lr 0.001534] [CE 3.907 (4.172)] [KD 2.847 (2.939)] +2024-10-18 05:57:21,871 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.444)] [top1_cnt 38672] [top5_cnt 46924] [top_all 50000] +2024-10-18 05:57:21,871 - net: 77.344 (93.848) +2024-10-18 05:57:43,659 - Test (net_E): 100.00% [50/50] [batch_t 0.141 (0.429)] [top1_cnt 40465] [top5_cnt 47783] [top_all 50000] +2024-10-18 05:57:43,660 - net_E: 80.930 (95.566) +2024-10-18 05:57:43,835 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.058 (epoch: 493)] +2024-10-18 05:57:43,836 - ==> Total time: 3 days, 6:15:52 Eta: 3 days, 7:31:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 05:57:52,128 - Train: 49.60% [620500/1251000] [496.0/1000.0] [batch_t 0.370 (1.705)] [data_t 0.015] [optim_t 0.354] [lr 0.001534] [CE 4.042 (4.165)] [KD 2.714 (2.941)] +2024-10-18 05:58:11,526 - Train: 49.60% [620550/1251000] [496.0/1000.0] [batch_t 0.361 (0.388)] [data_t 0.015] [optim_t 0.346] [lr 0.001533] [CE 4.350 (4.260)] [KD 3.084 (2.972)] +2024-10-18 05:58:32,650 - Train: 49.61% [620600/1251000] [496.1/1000.0] [batch_t 0.457 (0.422)] [data_t 0.015] [optim_t 0.442] [lr 0.001533] [CE 3.981 (4.176)] [KD 3.047 (2.926)] +2024-10-18 05:58:54,121 - Train: 49.61% [620650/1251000] [496.1/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.347] [lr 0.001533] [CE 4.444 (4.099)] [KD 3.151 (2.913)] +2024-10-18 05:59:15,684 - Train: 49.62% [620700/1251000] [496.2/1000.0] [batch_t 0.400 (0.431)] [data_t 0.015] [optim_t 0.384] [lr 0.001533] [CE 3.791 (4.142)] [KD 2.690 (2.897)] +2024-10-18 05:59:37,030 - Train: 49.62% [620750/1251000] [496.2/1000.0] [batch_t 0.374 (0.427)] [data_t 0.015] [optim_t 0.359] [lr 0.001533] [CE 3.948 (4.256)] [KD 2.891 (2.939)] +2024-10-18 05:59:58,702 - Train: 49.62% [620800/1251000] [496.2/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.345] [lr 0.001533] [CE 4.388 (4.146)] [KD 3.110 (2.881)] +2024-10-18 06:00:19,709 - Train: 49.63% [620850/1251000] [496.3/1000.0] [batch_t 0.431 (0.420)] [data_t 0.015] [optim_t 0.416] [lr 0.001532] [CE 3.375 (4.088)] [KD 2.686 (2.920)] +2024-10-18 06:00:40,980 - Train: 49.63% [620900/1251000] [496.3/1000.0] [batch_t 0.412 (0.425)] [data_t 0.016] [optim_t 0.397] [lr 0.001532] [CE 4.092 (4.180)] [KD 2.907 (2.945)] +2024-10-18 06:01:02,326 - Train: 49.64% [620950/1251000] [496.4/1000.0] [batch_t 0.360 (0.427)] [data_t 0.016] [optim_t 0.344] [lr 0.001532] [CE 3.818 (4.092)] [KD 2.692 (2.888)] +2024-10-18 06:01:24,569 - Train: 49.64% [621000/1251000] [496.4/1000.0] [batch_t 0.363 (0.445)] [data_t 0.016] [optim_t 0.347] [lr 0.001532] [CE 4.078 (4.072)] [KD 2.993 (2.891)] +2024-10-18 06:01:45,707 - Train: 49.64% [621050/1251000] [496.4/1000.0] [batch_t 0.445 (0.423)] [data_t 0.016] [optim_t 0.429] [lr 0.001532] [CE 4.197 (4.079)] [KD 2.954 (2.872)] +2024-10-18 06:02:07,624 - Train: 49.65% [621100/1251000] [496.5/1000.0] [batch_t 0.443 (0.438)] [data_t 0.015] [optim_t 0.427] [lr 0.001531] [CE 4.207 (4.140)] [KD 2.971 (2.911)] +2024-10-18 06:02:29,121 - Train: 49.65% [621150/1251000] [496.5/1000.0] [batch_t 0.366 (0.430)] [data_t 0.016] [optim_t 0.350] [lr 0.001531] [CE 4.487 (4.084)] [KD 3.131 (2.867)] +2024-10-18 06:02:50,656 - Train: 49.66% [621200/1251000] [496.6/1000.0] [batch_t 0.366 (0.431)] [data_t 0.015] [optim_t 0.351] [lr 0.001531] [CE 3.960 (4.109)] [KD 2.860 (2.915)] +2024-10-18 06:03:12,329 - Train: 49.66% [621250/1251000] [496.6/1000.0] [batch_t 0.446 (0.433)] [data_t 0.016] [optim_t 0.430] [lr 0.001531] [CE 3.651 (4.044)] [KD 2.567 (2.870)] +2024-10-18 06:03:34,441 - Train: 49.66% [621300/1251000] [496.6/1000.0] [batch_t 0.441 (0.442)] [data_t 0.016] [optim_t 0.425] [lr 0.001531] [CE 4.097 (4.156)] [KD 2.794 (2.903)] +2024-10-18 06:03:56,689 - Train: 49.67% [621350/1251000] [496.7/1000.0] [batch_t 0.371 (0.445)] [data_t 0.015] [optim_t 0.355] [lr 0.001530] [CE 4.062 (4.085)] [KD 2.793 (2.896)] +2024-10-18 06:04:18,704 - Train: 49.67% [621400/1251000] [496.7/1000.0] [batch_t 0.369 (0.440)] [data_t 0.025] [optim_t 0.344] [lr 0.001530] [CE 4.198 (4.073)] [KD 3.010 (2.839)] +2024-10-18 06:04:40,749 - Train: 49.68% [621450/1251000] [496.8/1000.0] [batch_t 0.423 (0.441)] [data_t 0.081] [optim_t 0.342] [lr 0.001530] [CE 4.098 (4.112)] [KD 2.970 (2.888)] +2024-10-18 06:05:02,659 - Train: 49.68% [621500/1251000] [496.8/1000.0] [batch_t 0.362 (0.438)] [data_t 0.015] [optim_t 0.347] [lr 0.001530] [CE 3.969 (4.205)] [KD 2.847 (2.955)] +2024-10-18 06:05:23,640 - Train: 49.68% [621550/1251000] [496.8/1000.0] [batch_t 0.512 (0.420)] [data_t 0.058] [optim_t 0.454] [lr 0.001530] [CE 4.396 (4.059)] [KD 3.081 (2.866)] +2024-10-18 06:05:45,743 - Train: 49.69% [621600/1251000] [496.9/1000.0] [batch_t 0.495 (0.442)] [data_t 0.015] [optim_t 0.480] [lr 0.001530] [CE 4.052 (4.119)] [KD 3.008 (2.901)] +2024-10-18 06:06:07,972 - Train: 49.69% [621650/1251000] [496.9/1000.0] [batch_t 0.542 (0.444)] [data_t 0.015] [optim_t 0.527] [lr 0.001529] [CE 3.916 (4.150)] [KD 2.750 (2.909)] +2024-10-18 06:06:29,886 - Train: 49.70% [621700/1251000] [497.0/1000.0] [batch_t 0.441 (0.438)] [data_t 0.015] [optim_t 0.425] [lr 0.001529] [CE 3.817 (4.067)] [KD 2.574 (2.893)] +2024-10-18 06:07:11,381 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 38654] [top5_cnt 47032] [top_all 50000] +2024-10-18 06:07:11,382 - net: 77.308 (94.064) +2024-10-18 06:07:33,351 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 40456] [top5_cnt 47787] [top_all 50000] +2024-10-18 06:07:33,352 - net_E: 80.912 (95.574) +2024-10-18 06:07:33,521 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.058 (epoch: 493)] +2024-10-18 06:07:33,521 - ==> Total time: 3 days, 6:25:42 Eta: 3 days, 7:22:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 06:07:41,410 - Train: 49.70% [621750/1251000] [497.0/1000.0] [batch_t 0.362 (2.104)] [data_t 0.015] [optim_t 0.347] [lr 0.001529] [CE 4.409 (4.220)] [KD 3.115 (2.895)] +2024-10-18 06:08:00,812 - Train: 49.70% [621800/1251000] [497.0/1000.0] [batch_t 0.488 (0.388)] [data_t 0.015] [optim_t 0.473] [lr 0.001529] [CE 4.330 (4.133)] [KD 2.986 (2.911)] +2024-10-18 06:08:22,272 - Train: 49.71% [621850/1251000] [497.1/1000.0] [batch_t 0.415 (0.429)] [data_t 0.016] [optim_t 0.399] [lr 0.001529] [CE 3.945 (4.169)] [KD 2.760 (2.927)] +2024-10-18 06:08:44,236 - Train: 49.71% [621900/1251000] [497.1/1000.0] [batch_t 0.436 (0.439)] [data_t 0.015] [optim_t 0.421] [lr 0.001528] [CE 4.059 (4.085)] [KD 2.840 (2.894)] +2024-10-18 06:09:06,140 - Train: 49.72% [621950/1251000] [497.2/1000.0] [batch_t 0.416 (0.438)] [data_t 0.015] [optim_t 0.401] [lr 0.001528] [CE 3.789 (4.098)] [KD 2.562 (2.872)] +2024-10-18 06:09:27,443 - Train: 49.72% [622000/1251000] [497.2/1000.0] [batch_t 0.371 (0.426)] [data_t 0.016] [optim_t 0.356] [lr 0.001528] [CE 4.043 (4.128)] [KD 3.054 (2.910)] +2024-10-18 06:09:48,726 - Train: 49.72% [622050/1251000] [497.2/1000.0] [batch_t 0.430 (0.426)] [data_t 0.015] [optim_t 0.414] [lr 0.001528] [CE 4.339 (4.176)] [KD 3.048 (2.921)] +2024-10-18 06:10:10,775 - Train: 49.73% [622100/1251000] [497.3/1000.0] [batch_t 0.436 (0.441)] [data_t 0.015] [optim_t 0.421] [lr 0.001528] [CE 4.357 (4.128)] [KD 3.030 (2.854)] +2024-10-18 06:10:32,217 - Train: 49.73% [622150/1251000] [497.3/1000.0] [batch_t 0.484 (0.429)] [data_t 0.016] [optim_t 0.468] [lr 0.001527] [CE 4.530 (4.206)] [KD 3.044 (2.919)] +2024-10-18 06:10:53,908 - Train: 49.74% [622200/1251000] [497.4/1000.0] [batch_t 0.457 (0.434)] [data_t 0.015] [optim_t 0.442] [lr 0.001527] [CE 3.664 (4.183)] [KD 2.648 (2.930)] +2024-10-18 06:11:15,146 - Train: 49.74% [622250/1251000] [497.4/1000.0] [batch_t 0.364 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.001527] [CE 4.263 (4.086)] [KD 3.091 (2.894)] +2024-10-18 06:11:36,505 - Train: 49.74% [622300/1251000] [497.4/1000.0] [batch_t 0.400 (0.427)] [data_t 0.015] [optim_t 0.385] [lr 0.001527] [CE 3.980 (4.114)] [KD 2.892 (2.937)] +2024-10-18 06:11:57,757 - Train: 49.75% [622350/1251000] [497.5/1000.0] [batch_t 0.379 (0.425)] [data_t 0.015] [optim_t 0.363] [lr 0.001527] [CE 4.242 (4.253)] [KD 2.933 (3.001)] +2024-10-18 06:12:19,722 - Train: 49.75% [622400/1251000] [497.5/1000.0] [batch_t 0.421 (0.439)] [data_t 0.015] [optim_t 0.406] [lr 0.001527] [CE 3.866 (4.059)] [KD 2.653 (2.861)] +2024-10-18 06:12:41,107 - Train: 49.76% [622450/1251000] [497.6/1000.0] [batch_t 0.509 (0.428)] [data_t 0.015] [optim_t 0.494] [lr 0.001526] [CE 3.862 (4.122)] [KD 2.939 (2.930)] +2024-10-18 06:13:02,621 - Train: 49.76% [622500/1251000] [497.6/1000.0] [batch_t 0.421 (0.430)] [data_t 0.015] [optim_t 0.406] [lr 0.001526] [CE 4.247 (4.146)] [KD 3.054 (2.912)] +2024-10-18 06:13:24,209 - Train: 49.76% [622550/1251000] [497.6/1000.0] [batch_t 0.455 (0.432)] [data_t 0.015] [optim_t 0.440] [lr 0.001526] [CE 4.466 (4.176)] [KD 2.877 (2.890)] +2024-10-18 06:13:45,947 - Train: 49.77% [622600/1251000] [497.7/1000.0] [batch_t 0.395 (0.435)] [data_t 0.015] [optim_t 0.380] [lr 0.001526] [CE 3.887 (4.097)] [KD 2.842 (2.903)] +2024-10-18 06:14:07,420 - Train: 49.77% [622650/1251000] [497.7/1000.0] [batch_t 0.432 (0.429)] [data_t 0.015] [optim_t 0.416] [lr 0.001526] [CE 4.268 (4.191)] [KD 2.988 (2.942)] +2024-10-18 06:14:28,873 - Train: 49.78% [622700/1251000] [497.8/1000.0] [batch_t 0.408 (0.429)] [data_t 0.015] [optim_t 0.392] [lr 0.001525] [CE 4.074 (4.164)] [KD 2.735 (2.928)] +2024-10-18 06:14:50,401 - Train: 49.78% [622750/1251000] [497.8/1000.0] [batch_t 0.364 (0.430)] [data_t 0.015] [optim_t 0.349] [lr 0.001525] [CE 4.215 (4.048)] [KD 2.922 (2.879)] +2024-10-18 06:15:11,786 - Train: 49.78% [622800/1251000] [497.8/1000.0] [batch_t 0.523 (0.428)] [data_t 0.015] [optim_t 0.508] [lr 0.001525] [CE 3.863 (4.104)] [KD 2.915 (2.877)] +2024-10-18 06:15:33,372 - Train: 49.79% [622850/1251000] [497.9/1000.0] [batch_t 0.388 (0.432)] [data_t 0.016] [optim_t 0.372] [lr 0.001525] [CE 4.061 (4.126)] [KD 2.760 (2.891)] +2024-10-18 06:15:55,134 - Train: 49.79% [622900/1251000] [497.9/1000.0] [batch_t 0.538 (0.435)] [data_t 0.015] [optim_t 0.523] [lr 0.001525] [CE 4.006 (4.126)] [KD 2.898 (2.916)] +2024-10-18 06:16:16,953 - Train: 49.80% [622950/1251000] [498.0/1000.0] [batch_t 0.369 (0.436)] [data_t 0.015] [optim_t 0.354] [lr 0.001525] [CE 4.271 (4.175)] [KD 2.966 (2.925)] +2024-10-18 06:16:58,750 - Test (net): 100.00% [50/50] [batch_t 0.184 (0.430)] [top1_cnt 38660] [top5_cnt 46943] [top_all 50000] +2024-10-18 06:16:58,751 - net: 77.320 (93.886) +2024-10-18 06:17:20,635 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40462] [top5_cnt 47764] [top_all 50000] +2024-10-18 06:17:20,636 - net_E: 80.924 (95.528) +2024-10-18 06:17:20,803 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.058 (epoch: 493)] +2024-10-18 06:17:20,803 - ==> Total time: 3 days, 6:35:29 Eta: 3 days, 7:13:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 06:17:27,805 - Train: 49.80% [623000/1251000] [498.0/1000.0] [batch_t 0.369 (2.728)] [data_t 0.015] [optim_t 0.353] [lr 0.001524] [CE 3.790 (3.789)] [KD 2.738 (2.768)] +2024-10-18 06:17:47,811 - Train: 49.80% [623050/1251000] [498.0/1000.0] [batch_t 0.593 (0.400)] [data_t 0.015] [optim_t 0.578] [lr 0.001524] [CE 4.197 (4.050)] [KD 2.779 (2.844)] +2024-10-18 06:18:09,791 - Train: 49.81% [623100/1251000] [498.1/1000.0] [batch_t 0.399 (0.440)] [data_t 0.015] [optim_t 0.384] [lr 0.001524] [CE 3.972 (4.173)] [KD 2.903 (2.938)] +2024-10-18 06:18:31,599 - Train: 49.81% [623150/1251000] [498.1/1000.0] [batch_t 0.459 (0.436)] [data_t 0.015] [optim_t 0.443] [lr 0.001524] [CE 4.028 (4.138)] [KD 2.767 (2.913)] +2024-10-18 06:18:53,505 - Train: 49.82% [623200/1251000] [498.2/1000.0] [batch_t 0.462 (0.438)] [data_t 0.015] [optim_t 0.446] [lr 0.001524] [CE 4.116 (4.099)] [KD 2.922 (2.873)] +2024-10-18 06:19:14,570 - Train: 49.82% [623250/1251000] [498.2/1000.0] [batch_t 0.397 (0.421)] [data_t 0.016] [optim_t 0.381] [lr 0.001523] [CE 3.907 (4.074)] [KD 2.770 (2.852)] +2024-10-18 06:19:36,262 - Train: 49.82% [623300/1251000] [498.2/1000.0] [batch_t 0.431 (0.434)] [data_t 0.016] [optim_t 0.415] [lr 0.001523] [CE 4.393 (4.090)] [KD 2.858 (2.858)] +2024-10-18 06:19:57,963 - Train: 49.83% [623350/1251000] [498.3/1000.0] [batch_t 0.403 (0.434)] [data_t 0.015] [optim_t 0.388] [lr 0.001523] [CE 4.345 (4.192)] [KD 2.820 (2.908)] +2024-10-18 06:20:19,233 - Train: 49.83% [623400/1251000] [498.3/1000.0] [batch_t 0.387 (0.425)] [data_t 0.016] [optim_t 0.371] [lr 0.001523] [CE 3.991 (4.147)] [KD 2.973 (2.896)] +2024-10-18 06:20:40,250 - Train: 49.84% [623450/1251000] [498.4/1000.0] [batch_t 0.476 (0.420)] [data_t 0.016] [optim_t 0.461] [lr 0.001523] [CE 4.582 (4.102)] [KD 2.908 (2.871)] +2024-10-18 06:21:01,289 - Train: 49.84% [623500/1251000] [498.4/1000.0] [batch_t 0.415 (0.421)] [data_t 0.015] [optim_t 0.400] [lr 0.001522] [CE 3.895 (4.113)] [KD 2.769 (2.894)] +2024-10-18 06:21:22,784 - Train: 49.84% [623550/1251000] [498.4/1000.0] [batch_t 0.366 (0.430)] [data_t 0.015] [optim_t 0.350] [lr 0.001522] [CE 4.095 (4.196)] [KD 2.841 (2.944)] +2024-10-18 06:21:44,352 - Train: 49.85% [623600/1251000] [498.5/1000.0] [batch_t 0.461 (0.431)] [data_t 0.015] [optim_t 0.446] [lr 0.001522] [CE 4.428 (4.085)] [KD 3.007 (2.878)] +2024-10-18 06:22:06,148 - Train: 49.85% [623650/1251000] [498.5/1000.0] [batch_t 0.411 (0.436)] [data_t 0.015] [optim_t 0.396] [lr 0.001522] [CE 4.414 (4.130)] [KD 3.108 (2.920)] +2024-10-18 06:22:28,036 - Train: 49.86% [623700/1251000] [498.6/1000.0] [batch_t 0.446 (0.438)] [data_t 0.015] [optim_t 0.430] [lr 0.001522] [CE 4.340 (4.105)] [KD 2.997 (2.880)] +2024-10-18 06:22:49,910 - Train: 49.86% [623750/1251000] [498.6/1000.0] [batch_t 0.406 (0.437)] [data_t 0.015] [optim_t 0.391] [lr 0.001522] [CE 4.055 (4.128)] [KD 2.924 (2.884)] +2024-10-18 06:23:11,494 - Train: 49.86% [623800/1251000] [498.6/1000.0] [batch_t 0.412 (0.432)] [data_t 0.015] [optim_t 0.397] [lr 0.001521] [CE 4.117 (4.176)] [KD 3.115 (2.941)] +2024-10-18 06:23:32,690 - Train: 49.87% [623850/1251000] [498.7/1000.0] [batch_t 0.490 (0.424)] [data_t 0.015] [optim_t 0.474] [lr 0.001521] [CE 4.273 (4.109)] [KD 2.895 (2.857)] +2024-10-18 06:23:54,318 - Train: 49.87% [623900/1251000] [498.7/1000.0] [batch_t 0.443 (0.432)] [data_t 0.015] [optim_t 0.428] [lr 0.001521] [CE 3.806 (4.114)] [KD 2.715 (2.906)] +2024-10-18 06:24:16,209 - Train: 49.88% [623950/1251000] [498.8/1000.0] [batch_t 0.438 (0.438)] [data_t 0.015] [optim_t 0.423] [lr 0.001521] [CE 4.483 (4.155)] [KD 3.050 (2.932)] +2024-10-18 06:24:36,774 - Train: 49.88% [624000/1251000] [498.8/1000.0] [batch_t 0.405 (0.411)] [data_t 0.015] [optim_t 0.390] [lr 0.001521] [CE 4.304 (4.110)] [KD 3.090 (2.912)] +2024-10-18 06:24:57,350 - Train: 49.88% [624050/1251000] [498.8/1000.0] [batch_t 0.494 (0.411)] [data_t 0.015] [optim_t 0.478] [lr 0.001520] [CE 3.716 (4.157)] [KD 2.858 (2.950)] +2024-10-18 06:25:19,414 - Train: 49.89% [624100/1251000] [498.9/1000.0] [batch_t 0.480 (0.441)] [data_t 0.015] [optim_t 0.465] [lr 0.001520] [CE 4.395 (4.100)] [KD 2.909 (2.933)] +2024-10-18 06:25:40,658 - Train: 49.89% [624150/1251000] [498.9/1000.0] [batch_t 0.440 (0.425)] [data_t 0.015] [optim_t 0.425] [lr 0.001520] [CE 4.105 (4.226)] [KD 2.772 (2.973)] +2024-10-18 06:26:01,145 - Train: 49.90% [624200/1251000] [499.0/1000.0] [batch_t 0.424 (0.410)] [data_t 0.015] [optim_t 0.408] [lr 0.001520] [CE 4.522 (4.151)] [KD 3.077 (2.922)] +2024-10-18 06:26:43,966 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.440)] [top1_cnt 38878] [top5_cnt 47068] [top_all 50000] +2024-10-18 06:26:43,966 - net: 77.756 (94.136) +2024-10-18 06:27:05,767 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 40447] [top5_cnt 47762] [top_all 50000] +2024-10-18 06:27:05,768 - net_E: 80.894 (95.524) +2024-10-18 06:27:05,956 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.058 (epoch: 493)] +2024-10-18 06:27:05,956 - ==> Total time: 3 days, 6:45:14 Eta: 3 days, 7:04:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 06:27:13,174 - Train: 49.90% [624250/1251000] [499.0/1000.0] [batch_t 5.343 (5.343)] [data_t 4.996] [optim_t 0.347] [lr 0.001520] [CE 4.006 (4.006)] [KD 2.758 (2.758)] +2024-10-18 06:27:32,206 - Train: 49.90% [624300/1251000] [499.0/1000.0] [batch_t 0.401 (0.381)] [data_t 0.015] [optim_t 0.386] [lr 0.001519] [CE 3.660 (4.077)] [KD 2.720 (2.844)] +2024-10-18 06:27:54,063 - Train: 49.91% [624350/1251000] [499.1/1000.0] [batch_t 0.471 (0.437)] [data_t 0.015] [optim_t 0.455] [lr 0.001519] [CE 3.994 (4.115)] [KD 2.826 (2.864)] +2024-10-18 06:28:15,514 - Train: 49.91% [624400/1251000] [499.1/1000.0] [batch_t 0.438 (0.429)] [data_t 0.015] [optim_t 0.423] [lr 0.001519] [CE 3.671 (4.135)] [KD 2.707 (2.885)] +2024-10-18 06:28:37,627 - Train: 49.92% [624450/1251000] [499.2/1000.0] [batch_t 0.412 (0.442)] [data_t 0.015] [optim_t 0.396] [lr 0.001519] [CE 4.010 (4.191)] [KD 2.874 (2.931)] +2024-10-18 06:28:59,368 - Train: 49.92% [624500/1251000] [499.2/1000.0] [batch_t 0.465 (0.435)] [data_t 0.015] [optim_t 0.450] [lr 0.001519] [CE 4.665 (4.124)] [KD 3.155 (2.861)] +2024-10-18 06:29:20,539 - Train: 49.92% [624550/1251000] [499.2/1000.0] [batch_t 0.401 (0.423)] [data_t 0.015] [optim_t 0.386] [lr 0.001519] [CE 4.388 (4.120)] [KD 3.078 (2.902)] +2024-10-18 06:29:41,900 - Train: 49.93% [624600/1251000] [499.3/1000.0] [batch_t 0.390 (0.427)] [data_t 0.016] [optim_t 0.375] [lr 0.001518] [CE 3.934 (4.124)] [KD 2.971 (2.890)] +2024-10-18 06:30:03,707 - Train: 49.93% [624650/1251000] [499.3/1000.0] [batch_t 0.448 (0.436)] [data_t 0.106] [optim_t 0.341] [lr 0.001518] [CE 3.534 (4.122)] [KD 2.571 (2.897)] +2024-10-18 06:30:25,105 - Train: 49.94% [624700/1251000] [499.4/1000.0] [batch_t 0.494 (0.428)] [data_t 0.130] [optim_t 0.364] [lr 0.001518] [CE 4.216 (4.081)] [KD 2.803 (2.911)] +2024-10-18 06:30:47,033 - Train: 49.94% [624750/1251000] [499.4/1000.0] [batch_t 0.444 (0.438)] [data_t 0.015] [optim_t 0.428] [lr 0.001518] [CE 4.183 (4.141)] [KD 2.930 (2.910)] +2024-10-18 06:31:08,485 - Train: 49.94% [624800/1251000] [499.4/1000.0] [batch_t 0.432 (0.429)] [data_t 0.016] [optim_t 0.416] [lr 0.001518] [CE 3.850 (4.161)] [KD 2.912 (2.918)] +2024-10-18 06:31:30,482 - Train: 49.95% [624850/1251000] [499.5/1000.0] [batch_t 0.472 (0.440)] [data_t 0.015] [optim_t 0.456] [lr 0.001517] [CE 3.988 (4.107)] [KD 2.778 (2.901)] +2024-10-18 06:31:52,296 - Train: 49.95% [624900/1251000] [499.5/1000.0] [batch_t 0.446 (0.436)] [data_t 0.015] [optim_t 0.431] [lr 0.001517] [CE 4.006 (4.208)] [KD 2.843 (2.949)] +2024-10-18 06:32:14,438 - Train: 49.96% [624950/1251000] [499.6/1000.0] [batch_t 0.449 (0.443)] [data_t 0.015] [optim_t 0.434] [lr 0.001517] [CE 3.899 (4.127)] [KD 3.112 (2.927)] +2024-10-18 06:32:36,000 - Train: 49.96% [625000/1251000] [499.6/1000.0] [batch_t 0.386 (0.431)] [data_t 0.015] [optim_t 0.370] [lr 0.001517] [CE 4.416 (4.057)] [KD 3.220 (2.909)] +2024-10-18 06:32:57,167 - Train: 49.96% [625050/1251000] [499.6/1000.0] [batch_t 0.420 (0.423)] [data_t 0.015] [optim_t 0.405] [lr 0.001517] [CE 4.021 (4.095)] [KD 2.802 (2.878)] +2024-10-18 06:33:18,831 - Train: 49.97% [625100/1251000] [499.7/1000.0] [batch_t 0.485 (0.433)] [data_t 0.141] [optim_t 0.344] [lr 0.001516] [CE 3.690 (4.160)] [KD 2.633 (2.930)] +2024-10-18 06:33:40,709 - Train: 49.97% [625150/1251000] [499.7/1000.0] [batch_t 0.441 (0.437)] [data_t 0.093] [optim_t 0.347] [lr 0.001516] [CE 4.013 (4.124)] [KD 2.845 (2.917)] +2024-10-18 06:34:01,624 - Train: 49.98% [625200/1251000] [499.8/1000.0] [batch_t 0.404 (0.418)] [data_t 0.062] [optim_t 0.342] [lr 0.001516] [CE 3.906 (4.111)] [KD 2.893 (2.913)] +2024-10-18 06:34:23,147 - Train: 49.98% [625250/1251000] [499.8/1000.0] [batch_t 0.363 (0.430)] [data_t 0.016] [optim_t 0.347] [lr 0.001516] [CE 4.703 (4.146)] [KD 3.194 (2.931)] +2024-10-18 06:34:44,331 - Train: 49.98% [625300/1251000] [499.8/1000.0] [batch_t 0.415 (0.424)] [data_t 0.070] [optim_t 0.345] [lr 0.001516] [CE 4.062 (4.157)] [KD 2.876 (2.942)] +2024-10-18 06:35:06,535 - Train: 49.99% [625350/1251000] [499.9/1000.0] [batch_t 0.435 (0.444)] [data_t 0.016] [optim_t 0.420] [lr 0.001516] [CE 4.105 (4.095)] [KD 3.062 (2.856)] +2024-10-18 06:35:28,454 - Train: 49.99% [625400/1251000] [499.9/1000.0] [batch_t 0.444 (0.438)] [data_t 0.015] [optim_t 0.428] [lr 0.001515] [CE 3.730 (4.198)] [KD 2.743 (2.973)] +2024-10-18 06:35:50,518 - Train: 50.00% [625450/1251000] [500.0/1000.0] [batch_t 0.363 (0.441)] [data_t 0.015] [optim_t 0.348] [lr 0.001515] [CE 3.874 (4.066)] [KD 2.762 (2.882)] +2024-10-18 06:36:11,831 - Train: 50.00% [625500/1251000] [500.0/1000.0] [batch_t 0.359 (0.426)] [data_t 0.015] [optim_t 0.344] [lr 0.001515] [CE 4.242 (4.085)] [KD 2.942 (2.879)] +2024-10-18 06:36:34,296 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.446)] [top1_cnt 38809] [top5_cnt 47030] [top_all 50000] +2024-10-18 06:36:34,297 - net: 77.618 (94.060) +2024-10-18 06:36:55,437 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40488] [top5_cnt 47790] [top_all 50000] +2024-10-18 06:36:55,438 - net_E: 80.976 (95.580) +2024-10-18 06:36:55,599 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.058 (epoch: 493)] +2024-10-18 06:36:55,600 - ==> Total time: 3 days, 6:55:04 Eta: 3 days, 6:55:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 06:37:20,517 - Train: 50.00% [625550/1251000] [500.0/1000.0] [batch_t 0.362 (0.472)] [data_t 0.015] [optim_t 0.347] [lr 0.001515] [CE 4.550 (4.081)] [KD 3.144 (2.888)] +2024-10-18 06:37:41,717 - Train: 50.01% [625600/1251000] [500.1/1000.0] [batch_t 0.449 (0.424)] [data_t 0.016] [optim_t 0.433] [lr 0.001515] [CE 4.152 (4.173)] [KD 2.872 (2.902)] +2024-10-18 06:38:03,002 - Train: 50.01% [625650/1251000] [500.1/1000.0] [batch_t 0.446 (0.426)] [data_t 0.015] [optim_t 0.430] [lr 0.001514] [CE 3.309 (4.121)] [KD 2.514 (2.908)] +2024-10-18 06:38:24,960 - Train: 50.02% [625700/1251000] [500.2/1000.0] [batch_t 0.407 (0.439)] [data_t 0.016] [optim_t 0.391] [lr 0.001514] [CE 4.409 (4.183)] [KD 2.910 (2.894)] +2024-10-18 06:38:46,243 - Train: 50.02% [625750/1251000] [500.2/1000.0] [batch_t 0.386 (0.426)] [data_t 0.015] [optim_t 0.371] [lr 0.001514] [CE 4.386 (4.222)] [KD 3.028 (2.903)] +2024-10-18 06:39:07,925 - Train: 50.02% [625800/1251000] [500.2/1000.0] [batch_t 0.410 (0.434)] [data_t 0.015] [optim_t 0.394] [lr 0.001514] [CE 3.902 (4.141)] [KD 2.758 (2.894)] +2024-10-18 06:39:30,017 - Train: 50.03% [625850/1251000] [500.3/1000.0] [batch_t 0.480 (0.442)] [data_t 0.016] [optim_t 0.464] [lr 0.001514] [CE 4.551 (4.120)] [KD 3.077 (2.872)] +2024-10-18 06:39:51,853 - Train: 50.03% [625900/1251000] [500.3/1000.0] [batch_t 0.461 (0.437)] [data_t 0.016] [optim_t 0.445] [lr 0.001514] [CE 3.785 (4.157)] [KD 2.582 (2.878)] +2024-10-18 06:40:13,148 - Train: 50.04% [625950/1251000] [500.4/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.001513] [CE 4.679 (4.174)] [KD 3.280 (2.924)] +2024-10-18 06:40:34,293 - Train: 50.04% [626000/1251000] [500.4/1000.0] [batch_t 0.466 (0.423)] [data_t 0.015] [optim_t 0.451] [lr 0.001513] [CE 4.208 (4.124)] [KD 3.016 (2.879)] +2024-10-18 06:40:55,297 - Train: 50.04% [626050/1251000] [500.4/1000.0] [batch_t 0.431 (0.420)] [data_t 0.015] [optim_t 0.415] [lr 0.001513] [CE 4.298 (4.174)] [KD 2.994 (2.891)] +2024-10-18 06:41:16,752 - Train: 50.05% [626100/1251000] [500.5/1000.0] [batch_t 0.455 (0.429)] [data_t 0.015] [optim_t 0.439] [lr 0.001513] [CE 3.718 (4.066)] [KD 2.763 (2.848)] +2024-10-18 06:41:38,795 - Train: 50.05% [626150/1251000] [500.5/1000.0] [batch_t 0.407 (0.441)] [data_t 0.015] [optim_t 0.391] [lr 0.001513] [CE 4.288 (4.068)] [KD 3.148 (2.876)] +2024-10-18 06:42:00,492 - Train: 50.06% [626200/1251000] [500.6/1000.0] [batch_t 0.512 (0.434)] [data_t 0.015] [optim_t 0.497] [lr 0.001512] [CE 4.140 (4.167)] [KD 2.752 (2.917)] +2024-10-18 06:42:21,414 - Train: 50.06% [626250/1251000] [500.6/1000.0] [batch_t 0.376 (0.418)] [data_t 0.015] [optim_t 0.361] [lr 0.001512] [CE 4.125 (4.081)] [KD 2.884 (2.846)] +2024-10-18 06:42:43,512 - Train: 50.06% [626300/1251000] [500.6/1000.0] [batch_t 0.373 (0.442)] [data_t 0.015] [optim_t 0.358] [lr 0.001512] [CE 4.212 (4.155)] [KD 2.863 (2.933)] +2024-10-18 06:43:04,982 - Train: 50.07% [626350/1251000] [500.7/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.001512] [CE 3.888 (4.196)] [KD 2.826 (2.928)] +2024-10-18 06:43:26,517 - Train: 50.07% [626400/1251000] [500.7/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.001512] [CE 3.782 (4.114)] [KD 2.926 (2.900)] +2024-10-18 06:43:47,446 - Train: 50.08% [626450/1251000] [500.8/1000.0] [batch_t 0.409 (0.418)] [data_t 0.016] [optim_t 0.394] [lr 0.001511] [CE 4.219 (4.177)] [KD 3.082 (2.942)] +2024-10-18 06:44:08,674 - Train: 50.08% [626500/1251000] [500.8/1000.0] [batch_t 0.457 (0.424)] [data_t 0.016] [optim_t 0.441] [lr 0.001511] [CE 4.739 (4.200)] [KD 3.251 (2.969)] +2024-10-18 06:44:30,628 - Train: 50.08% [626550/1251000] [500.8/1000.0] [batch_t 0.458 (0.439)] [data_t 0.015] [optim_t 0.442] [lr 0.001511] [CE 4.165 (4.127)] [KD 2.775 (2.920)] +2024-10-18 06:44:53,261 - Train: 50.09% [626600/1251000] [500.9/1000.0] [batch_t 0.526 (0.453)] [data_t 0.016] [optim_t 0.511] [lr 0.001511] [CE 3.997 (4.094)] [KD 2.907 (2.908)] +2024-10-18 06:45:15,613 - Train: 50.09% [626650/1251000] [500.9/1000.0] [batch_t 0.460 (0.447)] [data_t 0.016] [optim_t 0.444] [lr 0.001511] [CE 4.172 (4.152)] [KD 2.989 (2.903)] +2024-10-18 06:45:38,121 - Train: 50.10% [626700/1251000] [501.0/1000.0] [batch_t 0.507 (0.450)] [data_t 0.016] [optim_t 0.491] [lr 0.001511] [CE 4.130 (4.125)] [KD 2.929 (2.886)] +2024-10-18 06:45:59,406 - Train: 50.10% [626750/1251000] [501.0/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.001510] [CE 4.259 (4.105)] [KD 2.829 (2.905)] +2024-10-18 06:46:21,433 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 38839] [top5_cnt 47009] [top_all 50000] +2024-10-18 06:46:21,433 - net: 77.678 (94.018) +2024-10-18 06:46:42,456 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 40553] [top5_cnt 47808] [top_all 50000] +2024-10-18 06:46:42,457 - net_E: 81.106 (95.616) +2024-10-18 06:46:42,607 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.106 (epoch: 501)] +2024-10-18 06:46:42,608 - ==> Total time: 3 days, 7:04:51 Eta: 3 days, 6:45:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 06:47:08,220 - Train: 50.10% [626800/1251000] [501.0/1000.0] [batch_t 0.391 (0.435)] [data_t 0.015] [optim_t 0.376] [lr 0.001510] [CE 3.863 (4.109)] [KD 2.920 (2.879)] +2024-10-18 06:47:30,304 - Train: 50.11% [626850/1251000] [501.1/1000.0] [batch_t 0.509 (0.442)] [data_t 0.016] [optim_t 0.493] [lr 0.001510] [CE 4.197 (4.141)] [KD 2.944 (2.917)] +2024-10-18 06:47:52,893 - Train: 50.11% [626900/1251000] [501.1/1000.0] [batch_t 0.495 (0.452)] [data_t 0.016] [optim_t 0.479] [lr 0.001510] [CE 3.857 (4.153)] [KD 2.722 (2.921)] +2024-10-18 06:48:15,074 - Train: 50.12% [626950/1251000] [501.2/1000.0] [batch_t 0.404 (0.444)] [data_t 0.015] [optim_t 0.389] [lr 0.001510] [CE 4.226 (4.144)] [KD 3.225 (2.916)] +2024-10-18 06:48:37,290 - Train: 50.12% [627000/1251000] [501.2/1000.0] [batch_t 0.361 (0.444)] [data_t 0.015] [optim_t 0.346] [lr 0.001509] [CE 4.583 (4.141)] [KD 2.955 (2.952)] +2024-10-18 06:48:58,590 - Train: 50.12% [627050/1251000] [501.2/1000.0] [batch_t 0.527 (0.426)] [data_t 0.015] [optim_t 0.512] [lr 0.001509] [CE 3.638 (4.101)] [KD 2.723 (2.936)] +2024-10-18 06:49:20,128 - Train: 50.13% [627100/1251000] [501.3/1000.0] [batch_t 0.392 (0.431)] [data_t 0.016] [optim_t 0.377] [lr 0.001509] [CE 4.129 (4.195)] [KD 2.894 (2.964)] +2024-10-18 06:49:42,286 - Train: 50.13% [627150/1251000] [501.3/1000.0] [batch_t 0.454 (0.443)] [data_t 0.015] [optim_t 0.439] [lr 0.001509] [CE 3.535 (4.139)] [KD 2.558 (2.897)] +2024-10-18 06:50:04,159 - Train: 50.14% [627200/1251000] [501.4/1000.0] [batch_t 0.392 (0.437)] [data_t 0.015] [optim_t 0.377] [lr 0.001509] [CE 4.129 (4.144)] [KD 2.981 (2.909)] +2024-10-18 06:50:25,720 - Train: 50.14% [627250/1251000] [501.4/1000.0] [batch_t 0.419 (0.431)] [data_t 0.015] [optim_t 0.404] [lr 0.001508] [CE 3.938 (4.085)] [KD 2.751 (2.862)] +2024-10-18 06:50:47,671 - Train: 50.14% [627300/1251000] [501.4/1000.0] [batch_t 0.453 (0.439)] [data_t 0.015] [optim_t 0.438] [lr 0.001508] [CE 3.819 (4.151)] [KD 2.821 (2.886)] +2024-10-18 06:51:10,100 - Train: 50.15% [627350/1251000] [501.5/1000.0] [batch_t 0.514 (0.448)] [data_t 0.016] [optim_t 0.498] [lr 0.001508] [CE 4.258 (4.188)] [KD 2.918 (2.901)] +2024-10-18 06:51:32,458 - Train: 50.15% [627400/1251000] [501.5/1000.0] [batch_t 0.368 (0.447)] [data_t 0.015] [optim_t 0.353] [lr 0.001508] [CE 3.673 (4.122)] [KD 2.795 (2.872)] +2024-10-18 06:51:54,624 - Train: 50.16% [627450/1251000] [501.6/1000.0] [batch_t 0.493 (0.443)] [data_t 0.015] [optim_t 0.478] [lr 0.001508] [CE 4.191 (4.104)] [KD 2.858 (2.864)] +2024-10-18 06:52:17,592 - Train: 50.16% [627500/1251000] [501.6/1000.0] [batch_t 0.407 (0.459)] [data_t 0.015] [optim_t 0.392] [lr 0.001508] [CE 4.322 (4.184)] [KD 3.018 (2.915)] +2024-10-18 06:52:39,736 - Train: 50.16% [627550/1251000] [501.6/1000.0] [batch_t 0.506 (0.443)] [data_t 0.015] [optim_t 0.490] [lr 0.001507] [CE 4.452 (4.102)] [KD 3.093 (2.895)] +2024-10-18 06:53:01,688 - Train: 50.17% [627600/1251000] [501.7/1000.0] [batch_t 0.365 (0.439)] [data_t 0.015] [optim_t 0.349] [lr 0.001507] [CE 4.142 (4.166)] [KD 2.924 (2.937)] +2024-10-18 06:53:22,085 - Train: 50.17% [627650/1251000] [501.7/1000.0] [batch_t 0.402 (0.408)] [data_t 0.016] [optim_t 0.387] [lr 0.001507] [CE 3.796 (4.147)] [KD 2.745 (2.926)] +2024-10-18 06:53:43,308 - Train: 50.18% [627700/1251000] [501.8/1000.0] [batch_t 0.368 (0.424)] [data_t 0.016] [optim_t 0.352] [lr 0.001507] [CE 4.342 (4.118)] [KD 2.836 (2.900)] +2024-10-18 06:54:04,955 - Train: 50.18% [627750/1251000] [501.8/1000.0] [batch_t 0.449 (0.433)] [data_t 0.015] [optim_t 0.434] [lr 0.001507] [CE 4.297 (4.085)] [KD 2.806 (2.877)] +2024-10-18 06:54:26,822 - Train: 50.18% [627800/1251000] [501.8/1000.0] [batch_t 0.387 (0.437)] [data_t 0.015] [optim_t 0.372] [lr 0.001506] [CE 4.264 (4.068)] [KD 3.023 (2.852)] +2024-10-18 06:54:47,723 - Train: 50.19% [627850/1251000] [501.9/1000.0] [batch_t 0.389 (0.418)] [data_t 0.016] [optim_t 0.373] [lr 0.001506] [CE 4.231 (4.143)] [KD 2.920 (2.913)] +2024-10-18 06:55:08,968 - Train: 50.19% [627900/1251000] [501.9/1000.0] [batch_t 0.377 (0.425)] [data_t 0.016] [optim_t 0.362] [lr 0.001506] [CE 4.144 (4.056)] [KD 2.844 (2.852)] +2024-10-18 06:55:31,111 - Train: 50.20% [627950/1251000] [502.0/1000.0] [batch_t 0.365 (0.443)] [data_t 0.015] [optim_t 0.350] [lr 0.001506] [CE 4.347 (4.078)] [KD 2.918 (2.889)] +2024-10-18 06:55:52,344 - Train: 50.20% [628000/1251000] [502.0/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.001506] [CE 4.795 (4.139)] [KD 3.069 (2.900)] +2024-10-18 06:56:14,866 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 38949] [top5_cnt 47029] [top_all 50000] +2024-10-18 06:56:14,867 - net: 77.898 (94.058) +2024-10-18 06:56:35,842 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 40544] [top5_cnt 47795] [top_all 50000] +2024-10-18 06:56:35,843 - net_E: 81.088 (95.590) +2024-10-18 06:56:35,980 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.106 (epoch: 501)] +2024-10-18 06:56:35,981 - ==> Total time: 3 days, 7:14:44 Eta: 3 days, 6:36:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 06:57:00,768 - Train: 50.20% [628050/1251000] [502.0/1000.0] [batch_t 0.461 (0.485)] [data_t 0.015] [optim_t 0.445] [lr 0.001505] [CE 3.814 (4.171)] [KD 2.718 (2.886)] +2024-10-18 06:57:21,982 - Train: 50.21% [628100/1251000] [502.1/1000.0] [batch_t 0.366 (0.424)] [data_t 0.015] [optim_t 0.351] [lr 0.001505] [CE 4.221 (4.104)] [KD 2.883 (2.862)] +2024-10-18 06:57:42,969 - Train: 50.21% [628150/1251000] [502.1/1000.0] [batch_t 0.367 (0.420)] [data_t 0.015] [optim_t 0.351] [lr 0.001505] [CE 4.506 (4.145)] [KD 3.084 (2.886)] +2024-10-18 06:58:03,795 - Train: 50.22% [628200/1251000] [502.2/1000.0] [batch_t 0.453 (0.416)] [data_t 0.015] [optim_t 0.438] [lr 0.001505] [CE 3.971 (4.028)] [KD 2.886 (2.827)] +2024-10-18 06:58:24,698 - Train: 50.22% [628250/1251000] [502.2/1000.0] [batch_t 0.388 (0.418)] [data_t 0.015] [optim_t 0.373] [lr 0.001505] [CE 3.818 (4.098)] [KD 2.636 (2.880)] +2024-10-18 06:58:45,547 - Train: 50.22% [628300/1251000] [502.2/1000.0] [batch_t 0.402 (0.417)] [data_t 0.015] [optim_t 0.387] [lr 0.001505] [CE 4.272 (4.094)] [KD 2.884 (2.855)] +2024-10-18 06:59:06,828 - Train: 50.23% [628350/1251000] [502.3/1000.0] [batch_t 0.468 (0.426)] [data_t 0.015] [optim_t 0.453] [lr 0.001504] [CE 3.811 (4.136)] [KD 2.877 (2.921)] +2024-10-18 06:59:28,049 - Train: 50.23% [628400/1251000] [502.3/1000.0] [batch_t 0.559 (0.424)] [data_t 0.015] [optim_t 0.544] [lr 0.001504] [CE 4.323 (4.104)] [KD 3.128 (2.881)] +2024-10-18 06:59:49,548 - Train: 50.24% [628450/1251000] [502.4/1000.0] [batch_t 0.437 (0.430)] [data_t 0.015] [optim_t 0.421] [lr 0.001504] [CE 4.343 (4.106)] [KD 2.899 (2.890)] +2024-10-18 07:00:10,712 - Train: 50.24% [628500/1251000] [502.4/1000.0] [batch_t 0.409 (0.423)] [data_t 0.015] [optim_t 0.393] [lr 0.001504] [CE 4.114 (4.137)] [KD 3.005 (2.909)] +2024-10-18 07:00:31,984 - Train: 50.24% [628550/1251000] [502.4/1000.0] [batch_t 0.393 (0.425)] [data_t 0.015] [optim_t 0.377] [lr 0.001504] [CE 4.339 (4.121)] [KD 3.178 (2.904)] +2024-10-18 07:00:53,394 - Train: 50.25% [628600/1251000] [502.5/1000.0] [batch_t 0.381 (0.428)] [data_t 0.015] [optim_t 0.366] [lr 0.001503] [CE 3.516 (4.149)] [KD 2.598 (2.878)] +2024-10-18 07:01:14,447 - Train: 50.25% [628650/1251000] [502.5/1000.0] [batch_t 0.452 (0.421)] [data_t 0.015] [optim_t 0.436] [lr 0.001503] [CE 4.376 (4.064)] [KD 2.916 (2.866)] +2024-10-18 07:01:35,955 - Train: 50.26% [628700/1251000] [502.6/1000.0] [batch_t 0.363 (0.430)] [data_t 0.015] [optim_t 0.348] [lr 0.001503] [CE 4.574 (4.131)] [KD 2.956 (2.865)] +2024-10-18 07:01:57,253 - Train: 50.26% [628750/1251000] [502.6/1000.0] [batch_t 0.506 (0.426)] [data_t 0.016] [optim_t 0.491] [lr 0.001503] [CE 3.685 (4.147)] [KD 2.629 (2.890)] +2024-10-18 07:02:18,963 - Train: 50.26% [628800/1251000] [502.6/1000.0] [batch_t 0.359 (0.434)] [data_t 0.015] [optim_t 0.344] [lr 0.001503] [CE 3.630 (4.163)] [KD 2.572 (2.948)] +2024-10-18 07:02:39,699 - Train: 50.27% [628850/1251000] [502.7/1000.0] [batch_t 0.503 (0.415)] [data_t 0.015] [optim_t 0.488] [lr 0.001503] [CE 4.553 (4.171)] [KD 3.316 (2.957)] +2024-10-18 07:03:01,300 - Train: 50.27% [628900/1251000] [502.7/1000.0] [batch_t 0.423 (0.432)] [data_t 0.015] [optim_t 0.408] [lr 0.001502] [CE 4.185 (4.142)] [KD 2.989 (2.910)] +2024-10-18 07:03:22,746 - Train: 50.28% [628950/1251000] [502.8/1000.0] [batch_t 0.461 (0.429)] [data_t 0.015] [optim_t 0.445] [lr 0.001502] [CE 4.259 (4.095)] [KD 2.927 (2.900)] +2024-10-18 07:03:44,016 - Train: 50.28% [629000/1251000] [502.8/1000.0] [batch_t 0.381 (0.425)] [data_t 0.016] [optim_t 0.366] [lr 0.001502] [CE 4.229 (4.126)] [KD 2.861 (2.906)] +2024-10-18 07:04:05,517 - Train: 50.28% [629050/1251000] [502.8/1000.0] [batch_t 0.407 (0.430)] [data_t 0.015] [optim_t 0.392] [lr 0.001502] [CE 4.867 (4.159)] [KD 3.239 (2.882)] +2024-10-18 07:04:26,766 - Train: 50.29% [629100/1251000] [502.9/1000.0] [batch_t 0.405 (0.425)] [data_t 0.016] [optim_t 0.389] [lr 0.001502] [CE 4.314 (4.063)] [KD 2.883 (2.822)] +2024-10-18 07:04:48,342 - Train: 50.29% [629150/1251000] [502.9/1000.0] [batch_t 0.389 (0.431)] [data_t 0.015] [optim_t 0.373] [lr 0.001501] [CE 4.010 (4.097)] [KD 2.945 (2.847)] +2024-10-18 07:05:10,024 - Train: 50.30% [629200/1251000] [503.0/1000.0] [batch_t 0.437 (0.434)] [data_t 0.015] [optim_t 0.421] [lr 0.001501] [CE 4.528 (4.115)] [KD 3.089 (2.901)] +2024-10-18 07:05:31,553 - Train: 50.30% [629250/1251000] [503.0/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.001501] [CE 4.564 (4.166)] [KD 3.039 (2.922)] +2024-10-18 07:05:54,679 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 38629] [top5_cnt 46983] [top_all 50000] +2024-10-18 07:05:54,680 - net: 77.258 (93.966) +2024-10-18 07:06:16,292 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.426)] [top1_cnt 40550] [top5_cnt 47797] [top_all 50000] +2024-10-18 07:06:16,292 - net_E: 81.100 (95.594) +2024-10-18 07:06:16,454 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.106 (epoch: 501)] +2024-10-18 07:06:16,454 - ==> Total time: 3 days, 7:24:25 Eta: 3 days, 6:27:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 07:06:40,533 - Train: 50.30% [629300/1251000] [503.0/1000.0] [batch_t 0.361 (0.481)] [data_t 0.015] [optim_t 0.345] [lr 0.001501] [CE 4.019 (4.099)] [KD 2.968 (2.896)] +2024-10-18 07:07:02,144 - Train: 50.31% [629350/1251000] [503.1/1000.0] [batch_t 0.426 (0.432)] [data_t 0.015] [optim_t 0.411] [lr 0.001501] [CE 4.076 (4.118)] [KD 2.934 (2.889)] +2024-10-18 07:07:23,810 - Train: 50.31% [629400/1251000] [503.1/1000.0] [batch_t 0.436 (0.433)] [data_t 0.016] [optim_t 0.421] [lr 0.001500] [CE 3.810 (4.121)] [KD 2.906 (2.929)] +2024-10-18 07:07:45,277 - Train: 50.32% [629450/1251000] [503.2/1000.0] [batch_t 0.395 (0.429)] [data_t 0.015] [optim_t 0.379] [lr 0.001500] [CE 3.739 (4.172)] [KD 2.632 (2.947)] +2024-10-18 07:08:06,748 - Train: 50.32% [629500/1251000] [503.2/1000.0] [batch_t 0.377 (0.429)] [data_t 0.015] [optim_t 0.361] [lr 0.001500] [CE 4.175 (4.145)] [KD 2.987 (2.898)] +2024-10-18 07:08:27,449 - Train: 50.32% [629550/1251000] [503.2/1000.0] [batch_t 0.426 (0.414)] [data_t 0.015] [optim_t 0.411] [lr 0.001500] [CE 4.167 (4.190)] [KD 2.895 (2.918)] +2024-10-18 07:08:48,090 - Train: 50.33% [629600/1251000] [503.3/1000.0] [batch_t 0.449 (0.413)] [data_t 0.015] [optim_t 0.434] [lr 0.001500] [CE 4.270 (4.196)] [KD 2.852 (2.898)] +2024-10-18 07:09:08,821 - Train: 50.33% [629650/1251000] [503.3/1000.0] [batch_t 0.399 (0.415)] [data_t 0.015] [optim_t 0.383] [lr 0.001500] [CE 4.877 (4.090)] [KD 3.236 (2.860)] +2024-10-18 07:09:30,581 - Train: 50.34% [629700/1251000] [503.4/1000.0] [batch_t 0.469 (0.435)] [data_t 0.015] [optim_t 0.454] [lr 0.001499] [CE 4.212 (4.094)] [KD 2.891 (2.897)] +2024-10-18 07:09:52,308 - Train: 50.34% [629750/1251000] [503.4/1000.0] [batch_t 0.441 (0.434)] [data_t 0.015] [optim_t 0.426] [lr 0.001499] [CE 3.989 (4.050)] [KD 2.786 (2.835)] +2024-10-18 07:10:13,924 - Train: 50.34% [629800/1251000] [503.4/1000.0] [batch_t 0.389 (0.432)] [data_t 0.015] [optim_t 0.374] [lr 0.001499] [CE 4.075 (4.078)] [KD 2.622 (2.882)] +2024-10-18 07:10:35,077 - Train: 50.35% [629850/1251000] [503.5/1000.0] [batch_t 0.422 (0.423)] [data_t 0.016] [optim_t 0.406] [lr 0.001499] [CE 4.039 (4.069)] [KD 2.943 (2.812)] +2024-10-18 07:10:56,059 - Train: 50.35% [629900/1251000] [503.5/1000.0] [batch_t 0.424 (0.420)] [data_t 0.016] [optim_t 0.408] [lr 0.001499] [CE 4.222 (4.159)] [KD 3.130 (2.912)] +2024-10-18 07:11:16,987 - Train: 50.36% [629950/1251000] [503.6/1000.0] [batch_t 0.362 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.001498] [CE 3.659 (4.111)] [KD 2.794 (2.892)] +2024-10-18 07:11:38,342 - Train: 50.36% [630000/1251000] [503.6/1000.0] [batch_t 0.452 (0.427)] [data_t 0.015] [optim_t 0.437] [lr 0.001498] [CE 4.413 (4.117)] [KD 2.888 (2.894)] +2024-10-18 07:11:59,565 - Train: 50.36% [630050/1251000] [503.6/1000.0] [batch_t 0.470 (0.424)] [data_t 0.015] [optim_t 0.455] [lr 0.001498] [CE 4.244 (4.115)] [KD 2.873 (2.894)] +2024-10-18 07:12:20,513 - Train: 50.37% [630100/1251000] [503.7/1000.0] [batch_t 0.396 (0.419)] [data_t 0.015] [optim_t 0.381] [lr 0.001498] [CE 4.136 (4.135)] [KD 2.833 (2.919)] +2024-10-18 07:12:42,218 - Train: 50.37% [630150/1251000] [503.7/1000.0] [batch_t 0.412 (0.434)] [data_t 0.015] [optim_t 0.396] [lr 0.001498] [CE 4.095 (4.165)] [KD 3.050 (2.911)] +2024-10-18 07:13:03,705 - Train: 50.38% [630200/1251000] [503.8/1000.0] [batch_t 0.421 (0.430)] [data_t 0.015] [optim_t 0.405] [lr 0.001497] [CE 4.148 (4.144)] [KD 2.797 (2.926)] +2024-10-18 07:13:25,115 - Train: 50.38% [630250/1251000] [503.8/1000.0] [batch_t 0.488 (0.428)] [data_t 0.015] [optim_t 0.473] [lr 0.001497] [CE 4.173 (4.151)] [KD 3.072 (2.915)] +2024-10-18 07:13:46,924 - Train: 50.38% [630300/1251000] [503.8/1000.0] [batch_t 0.448 (0.436)] [data_t 0.015] [optim_t 0.432] [lr 0.001497] [CE 4.037 (4.182)] [KD 3.024 (2.888)] +2024-10-18 07:14:07,614 - Train: 50.39% [630350/1251000] [503.9/1000.0] [batch_t 0.474 (0.414)] [data_t 0.015] [optim_t 0.459] [lr 0.001497] [CE 4.547 (4.142)] [KD 3.086 (2.932)] +2024-10-18 07:14:28,717 - Train: 50.39% [630400/1251000] [503.9/1000.0] [batch_t 0.385 (0.422)] [data_t 0.016] [optim_t 0.369] [lr 0.001497] [CE 4.198 (4.118)] [KD 2.770 (2.902)] +2024-10-18 07:14:50,560 - Train: 50.40% [630450/1251000] [504.0/1000.0] [batch_t 0.418 (0.437)] [data_t 0.015] [optim_t 0.402] [lr 0.001497] [CE 3.795 (3.982)] [KD 2.625 (2.815)] +2024-10-18 07:15:11,572 - Train: 50.40% [630500/1251000] [504.0/1000.0] [batch_t 0.359 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.001496] [CE 4.308 (4.072)] [KD 2.974 (2.870)] +2024-10-18 07:15:35,195 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 38949] [top5_cnt 47164] [top_all 50000] +2024-10-18 07:15:35,195 - net: 77.898 (94.328) +2024-10-18 07:15:57,243 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 40565] [top5_cnt 47799] [top_all 50000] +2024-10-18 07:15:57,244 - net_E: 81.130 (95.598) +2024-10-18 07:15:57,422 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.130 (epoch: 504)] +2024-10-18 07:15:57,423 - ==> Total time: 3 days, 7:34:06 Eta: 3 days, 6:18:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 07:16:21,862 - Train: 50.40% [630550/1251000] [504.0/1000.0] [batch_t 0.363 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.001496] [CE 4.399 (4.115)] [KD 2.960 (2.863)] +2024-10-18 07:16:42,611 - Train: 50.41% [630600/1251000] [504.1/1000.0] [batch_t 0.469 (0.415)] [data_t 0.015] [optim_t 0.454] [lr 0.001496] [CE 4.272 (4.072)] [KD 2.982 (2.799)] +2024-10-18 07:17:03,934 - Train: 50.41% [630650/1251000] [504.1/1000.0] [batch_t 0.425 (0.426)] [data_t 0.015] [optim_t 0.409] [lr 0.001496] [CE 4.058 (4.070)] [KD 2.963 (2.861)] +2024-10-18 07:17:24,692 - Train: 50.42% [630700/1251000] [504.2/1000.0] [batch_t 0.450 (0.415)] [data_t 0.015] [optim_t 0.434] [lr 0.001496] [CE 4.264 (4.125)] [KD 2.877 (2.898)] +2024-10-18 07:17:45,495 - Train: 50.42% [630750/1251000] [504.2/1000.0] [batch_t 0.446 (0.416)] [data_t 0.015] [optim_t 0.431] [lr 0.001495] [CE 3.495 (4.019)] [KD 2.477 (2.849)] +2024-10-18 07:18:07,810 - Train: 50.42% [630800/1251000] [504.2/1000.0] [batch_t 0.492 (0.446)] [data_t 0.150] [optim_t 0.342] [lr 0.001495] [CE 3.615 (4.110)] [KD 2.614 (2.890)] +2024-10-18 07:18:29,484 - Train: 50.43% [630850/1251000] [504.3/1000.0] [batch_t 0.391 (0.433)] [data_t 0.047] [optim_t 0.344] [lr 0.001495] [CE 4.467 (4.139)] [KD 3.106 (2.885)] +2024-10-18 07:18:50,395 - Train: 50.43% [630900/1251000] [504.3/1000.0] [batch_t 0.448 (0.418)] [data_t 0.101] [optim_t 0.347] [lr 0.001495] [CE 4.625 (4.161)] [KD 3.263 (2.893)] +2024-10-18 07:19:11,588 - Train: 50.44% [630950/1251000] [504.4/1000.0] [batch_t 0.364 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.001495] [CE 4.293 (4.125)] [KD 2.832 (2.858)] +2024-10-18 07:19:33,580 - Train: 50.44% [631000/1251000] [504.4/1000.0] [batch_t 0.417 (0.440)] [data_t 0.016] [optim_t 0.401] [lr 0.001494] [CE 4.253 (4.054)] [KD 2.841 (2.849)] +2024-10-18 07:19:55,616 - Train: 50.44% [631050/1251000] [504.4/1000.0] [batch_t 0.503 (0.441)] [data_t 0.015] [optim_t 0.487] [lr 0.001494] [CE 4.729 (4.165)] [KD 3.279 (2.905)] +2024-10-18 07:20:16,675 - Train: 50.45% [631100/1251000] [504.5/1000.0] [batch_t 0.440 (0.421)] [data_t 0.015] [optim_t 0.425] [lr 0.001494] [CE 4.060 (4.181)] [KD 2.690 (2.916)] +2024-10-18 07:20:38,902 - Train: 50.45% [631150/1251000] [504.5/1000.0] [batch_t 0.362 (0.444)] [data_t 0.016] [optim_t 0.346] [lr 0.001494] [CE 4.000 (4.039)] [KD 2.801 (2.878)] +2024-10-18 07:21:00,791 - Train: 50.46% [631200/1251000] [504.6/1000.0] [batch_t 0.361 (0.438)] [data_t 0.016] [optim_t 0.345] [lr 0.001494] [CE 3.893 (4.169)] [KD 3.011 (2.938)] +2024-10-18 07:21:21,221 - Train: 50.46% [631250/1251000] [504.6/1000.0] [batch_t 0.418 (0.408)] [data_t 0.015] [optim_t 0.402] [lr 0.001494] [CE 3.553 (4.061)] [KD 2.609 (2.858)] +2024-10-18 07:21:42,457 - Train: 50.46% [631300/1251000] [504.6/1000.0] [batch_t 0.367 (0.425)] [data_t 0.015] [optim_t 0.352] [lr 0.001493] [CE 3.720 (4.104)] [KD 2.708 (2.891)] +2024-10-18 07:22:03,522 - Train: 50.47% [631350/1251000] [504.7/1000.0] [batch_t 0.417 (0.421)] [data_t 0.015] [optim_t 0.402] [lr 0.001493] [CE 4.254 (4.089)] [KD 3.055 (2.902)] +2024-10-18 07:22:24,510 - Train: 50.47% [631400/1251000] [504.7/1000.0] [batch_t 0.416 (0.420)] [data_t 0.016] [optim_t 0.400] [lr 0.001493] [CE 4.041 (4.102)] [KD 2.842 (2.880)] +2024-10-18 07:22:46,188 - Train: 50.48% [631450/1251000] [504.8/1000.0] [batch_t 0.698 (0.433)] [data_t 0.016] [optim_t 0.683] [lr 0.001493] [CE 4.186 (4.153)] [KD 3.089 (2.943)] +2024-10-18 07:23:07,725 - Train: 50.48% [631500/1251000] [504.8/1000.0] [batch_t 0.428 (0.431)] [data_t 0.015] [optim_t 0.412] [lr 0.001493] [CE 4.367 (4.145)] [KD 2.873 (2.926)] +2024-10-18 07:23:29,102 - Train: 50.48% [631550/1251000] [504.8/1000.0] [batch_t 0.432 (0.427)] [data_t 0.015] [optim_t 0.417] [lr 0.001492] [CE 3.452 (4.143)] [KD 2.849 (2.937)] +2024-10-18 07:23:50,234 - Train: 50.49% [631600/1251000] [504.9/1000.0] [batch_t 0.403 (0.423)] [data_t 0.015] [optim_t 0.387] [lr 0.001492] [CE 4.343 (4.136)] [KD 2.840 (2.932)] +2024-10-18 07:24:12,302 - Train: 50.49% [631650/1251000] [504.9/1000.0] [batch_t 0.472 (0.441)] [data_t 0.015] [optim_t 0.457] [lr 0.001492] [CE 4.215 (4.145)] [KD 3.083 (2.924)] +2024-10-18 07:24:34,344 - Train: 50.50% [631700/1251000] [505.0/1000.0] [batch_t 0.454 (0.441)] [data_t 0.015] [optim_t 0.439] [lr 0.001492] [CE 4.243 (4.097)] [KD 2.811 (2.834)] +2024-10-18 07:24:55,294 - Train: 50.50% [631750/1251000] [505.0/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.346] [lr 0.001492] [CE 4.060 (4.106)] [KD 2.896 (2.892)] +2024-10-18 07:25:18,955 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 38502] [top5_cnt 46877] [top_all 50000] +2024-10-18 07:25:18,955 - net: 77.004 (93.754) +2024-10-18 07:25:40,525 - Test (net_E): 100.00% [50/50] [batch_t 0.155 (0.425)] [top1_cnt 40555] [top5_cnt 47804] [top_all 50000] +2024-10-18 07:25:40,526 - net_E: 81.110 (95.608) +2024-10-18 07:25:40,710 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.130 (epoch: 504)] +2024-10-18 07:25:40,711 - ==> Total time: 3 days, 7:43:49 Eta: 3 days, 6:09:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 07:26:05,122 - Train: 50.50% [631800/1251000] [505.0/1000.0] [batch_t 0.418 (0.508)] [data_t 0.073] [optim_t 0.345] [lr 0.001492] [CE 3.557 (4.113)] [KD 2.600 (2.906)] +2024-10-18 07:26:27,112 - Train: 50.51% [631850/1251000] [505.1/1000.0] [batch_t 0.364 (0.440)] [data_t 0.015] [optim_t 0.348] [lr 0.001491] [CE 4.671 (4.148)] [KD 3.115 (2.905)] +2024-10-18 07:26:49,215 - Train: 50.51% [631900/1251000] [505.1/1000.0] [batch_t 0.475 (0.442)] [data_t 0.134] [optim_t 0.341] [lr 0.001491] [CE 3.536 (4.081)] [KD 2.621 (2.872)] +2024-10-18 07:27:11,836 - Train: 50.52% [631950/1251000] [505.2/1000.0] [batch_t 0.517 (0.452)] [data_t 0.177] [optim_t 0.339] [lr 0.001491] [CE 3.940 (4.069)] [KD 2.719 (2.843)] +2024-10-18 07:27:33,002 - Train: 50.52% [632000/1251000] [505.2/1000.0] [batch_t 0.378 (0.423)] [data_t 0.035] [optim_t 0.343] [lr 0.001491] [CE 3.848 (4.137)] [KD 3.108 (2.881)] +2024-10-18 07:27:54,427 - Train: 50.52% [632050/1251000] [505.2/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.345] [lr 0.001491] [CE 4.399 (4.113)] [KD 3.075 (2.888)] +2024-10-18 07:28:15,842 - Train: 50.53% [632100/1251000] [505.3/1000.0] [batch_t 0.529 (0.428)] [data_t 0.015] [optim_t 0.514] [lr 0.001490] [CE 4.225 (4.169)] [KD 3.191 (2.924)] +2024-10-18 07:28:37,598 - Train: 50.53% [632150/1251000] [505.3/1000.0] [batch_t 0.469 (0.435)] [data_t 0.016] [optim_t 0.454] [lr 0.001490] [CE 4.305 (4.080)] [KD 2.975 (2.851)] +2024-10-18 07:28:59,477 - Train: 50.54% [632200/1251000] [505.4/1000.0] [batch_t 0.507 (0.437)] [data_t 0.015] [optim_t 0.492] [lr 0.001490] [CE 4.232 (4.129)] [KD 2.987 (2.864)] +2024-10-18 07:29:20,369 - Train: 50.54% [632250/1251000] [505.4/1000.0] [batch_t 0.438 (0.418)] [data_t 0.016] [optim_t 0.422] [lr 0.001490] [CE 4.000 (4.093)] [KD 2.818 (2.905)] +2024-10-18 07:29:40,903 - Train: 50.54% [632300/1251000] [505.4/1000.0] [batch_t 0.361 (0.411)] [data_t 0.015] [optim_t 0.345] [lr 0.001490] [CE 4.225 (4.044)] [KD 2.935 (2.888)] +2024-10-18 07:30:01,949 - Train: 50.55% [632350/1251000] [505.5/1000.0] [batch_t 0.367 (0.421)] [data_t 0.016] [optim_t 0.352] [lr 0.001489] [CE 4.247 (4.162)] [KD 2.926 (2.912)] +2024-10-18 07:30:22,844 - Train: 50.55% [632400/1251000] [505.5/1000.0] [batch_t 0.439 (0.418)] [data_t 0.016] [optim_t 0.424] [lr 0.001489] [CE 4.586 (4.094)] [KD 3.071 (2.872)] +2024-10-18 07:30:44,629 - Train: 50.56% [632450/1251000] [505.6/1000.0] [batch_t 0.447 (0.436)] [data_t 0.015] [optim_t 0.432] [lr 0.001489] [CE 4.014 (4.092)] [KD 2.880 (2.871)] +2024-10-18 07:31:06,243 - Train: 50.56% [632500/1251000] [505.6/1000.0] [batch_t 0.427 (0.432)] [data_t 0.016] [optim_t 0.412] [lr 0.001489] [CE 4.009 (4.111)] [KD 2.885 (2.918)] +2024-10-18 07:31:27,968 - Train: 50.56% [632550/1251000] [505.6/1000.0] [batch_t 0.417 (0.434)] [data_t 0.015] [optim_t 0.402] [lr 0.001489] [CE 3.401 (4.120)] [KD 2.483 (2.858)] +2024-10-18 07:31:49,037 - Train: 50.57% [632600/1251000] [505.7/1000.0] [batch_t 0.440 (0.421)] [data_t 0.016] [optim_t 0.424] [lr 0.001489] [CE 4.030 (4.164)] [KD 2.948 (2.938)] +2024-10-18 07:32:10,322 - Train: 50.57% [632650/1251000] [505.7/1000.0] [batch_t 0.439 (0.426)] [data_t 0.015] [optim_t 0.424] [lr 0.001488] [CE 4.306 (4.189)] [KD 2.897 (2.911)] +2024-10-18 07:32:31,952 - Train: 50.58% [632700/1251000] [505.8/1000.0] [batch_t 0.391 (0.433)] [data_t 0.015] [optim_t 0.375] [lr 0.001488] [CE 4.321 (4.119)] [KD 2.876 (2.922)] +2024-10-18 07:32:53,542 - Train: 50.58% [632750/1251000] [505.8/1000.0] [batch_t 0.430 (0.432)] [data_t 0.015] [optim_t 0.415] [lr 0.001488] [CE 4.795 (4.062)] [KD 3.147 (2.853)] +2024-10-18 07:33:14,961 - Train: 50.58% [632800/1251000] [505.8/1000.0] [batch_t 0.454 (0.428)] [data_t 0.015] [optim_t 0.439] [lr 0.001488] [CE 4.338 (4.083)] [KD 2.758 (2.848)] +2024-10-18 07:33:36,237 - Train: 50.59% [632850/1251000] [505.9/1000.0] [batch_t 0.486 (0.425)] [data_t 0.015] [optim_t 0.470] [lr 0.001488] [CE 3.729 (4.088)] [KD 2.713 (2.851)] +2024-10-18 07:33:57,165 - Train: 50.59% [632900/1251000] [505.9/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.001487] [CE 4.548 (4.090)] [KD 2.858 (2.867)] +2024-10-18 07:34:18,606 - Train: 50.60% [632950/1251000] [506.0/1000.0] [batch_t 0.420 (0.429)] [data_t 0.015] [optim_t 0.404] [lr 0.001487] [CE 3.735 (4.040)] [KD 2.738 (2.877)] +2024-10-18 07:34:39,930 - Train: 50.60% [633000/1251000] [506.0/1000.0] [batch_t 0.356 (0.426)] [data_t 0.015] [optim_t 0.341] [lr 0.001487] [CE 4.000 (4.062)] [KD 2.818 (2.897)] +2024-10-18 07:35:04,411 - Test (net): 100.00% [50/50] [batch_t 0.148 (0.441)] [top1_cnt 38768] [top5_cnt 47028] [top_all 50000] +2024-10-18 07:35:04,411 - net: 77.536 (94.056) +2024-10-18 07:35:26,387 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.431)] [top1_cnt 40568] [top5_cnt 47806] [top_all 50000] +2024-10-18 07:35:26,387 - net_E: 81.136 (95.612) +2024-10-18 07:35:26,541 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.136 (epoch: 506)] +2024-10-18 07:35:26,542 - ==> Total time: 3 days, 7:53:35 Eta: 3 days, 5:59:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 07:35:51,547 - Train: 50.60% [633050/1251000] [506.0/1000.0] [batch_t 0.493 (0.459)] [data_t 0.016] [optim_t 0.478] [lr 0.001487] [CE 4.281 (4.188)] [KD 2.955 (2.899)] +2024-10-18 07:36:13,515 - Train: 50.61% [633100/1251000] [506.1/1000.0] [batch_t 0.363 (0.439)] [data_t 0.015] [optim_t 0.347] [lr 0.001487] [CE 3.862 (4.180)] [KD 2.860 (2.910)] +2024-10-18 07:36:34,910 - Train: 50.61% [633150/1251000] [506.1/1000.0] [batch_t 0.458 (0.428)] [data_t 0.016] [optim_t 0.443] [lr 0.001486] [CE 4.451 (4.051)] [KD 3.142 (2.866)] +2024-10-18 07:36:56,177 - Train: 50.62% [633200/1251000] [506.2/1000.0] [batch_t 0.460 (0.425)] [data_t 0.015] [optim_t 0.445] [lr 0.001486] [CE 4.426 (4.165)] [KD 2.995 (2.878)] +2024-10-18 07:37:18,291 - Train: 50.62% [633250/1251000] [506.2/1000.0] [batch_t 0.457 (0.442)] [data_t 0.016] [optim_t 0.441] [lr 0.001486] [CE 4.303 (4.185)] [KD 3.057 (2.917)] +2024-10-18 07:37:39,837 - Train: 50.62% [633300/1251000] [506.2/1000.0] [batch_t 0.365 (0.431)] [data_t 0.016] [optim_t 0.350] [lr 0.001486] [CE 4.587 (4.219)] [KD 3.165 (2.939)] +2024-10-18 07:38:01,130 - Train: 50.63% [633350/1251000] [506.3/1000.0] [batch_t 0.395 (0.426)] [data_t 0.015] [optim_t 0.380] [lr 0.001486] [CE 3.729 (4.160)] [KD 2.717 (2.902)] +2024-10-18 07:38:22,567 - Train: 50.63% [633400/1251000] [506.3/1000.0] [batch_t 0.401 (0.429)] [data_t 0.016] [optim_t 0.386] [lr 0.001486] [CE 4.097 (4.096)] [KD 2.917 (2.854)] +2024-10-18 07:38:44,104 - Train: 50.64% [633450/1251000] [506.4/1000.0] [batch_t 0.437 (0.431)] [data_t 0.016] [optim_t 0.422] [lr 0.001485] [CE 4.381 (4.131)] [KD 2.956 (2.879)] +2024-10-18 07:39:06,075 - Train: 50.64% [633500/1251000] [506.4/1000.0] [batch_t 0.593 (0.439)] [data_t 0.016] [optim_t 0.577] [lr 0.001485] [CE 4.132 (4.124)] [KD 2.870 (2.915)] +2024-10-18 07:39:26,948 - Train: 50.64% [633550/1251000] [506.4/1000.0] [batch_t 0.422 (0.417)] [data_t 0.015] [optim_t 0.407] [lr 0.001485] [CE 4.442 (4.121)] [KD 3.013 (2.914)] +2024-10-18 07:39:47,876 - Train: 50.65% [633600/1251000] [506.5/1000.0] [batch_t 0.405 (0.418)] [data_t 0.016] [optim_t 0.390] [lr 0.001485] [CE 4.330 (4.072)] [KD 2.988 (2.854)] +2024-10-18 07:40:09,527 - Train: 50.65% [633650/1251000] [506.5/1000.0] [batch_t 0.432 (0.433)] [data_t 0.015] [optim_t 0.417] [lr 0.001485] [CE 3.606 (4.088)] [KD 2.508 (2.882)] +2024-10-18 07:40:31,006 - Train: 50.66% [633700/1251000] [506.6/1000.0] [batch_t 0.367 (0.429)] [data_t 0.015] [optim_t 0.352] [lr 0.001484] [CE 4.103 (4.112)] [KD 2.879 (2.865)] +2024-10-18 07:40:52,147 - Train: 50.66% [633750/1251000] [506.6/1000.0] [batch_t 0.364 (0.423)] [data_t 0.016] [optim_t 0.349] [lr 0.001484] [CE 4.079 (4.155)] [KD 2.980 (2.929)] +2024-10-18 07:41:13,175 - Train: 50.66% [633800/1251000] [506.6/1000.0] [batch_t 0.406 (0.420)] [data_t 0.015] [optim_t 0.390] [lr 0.001484] [CE 4.432 (4.145)] [KD 2.943 (2.912)] +2024-10-18 07:41:34,738 - Train: 50.67% [633850/1251000] [506.7/1000.0] [batch_t 0.362 (0.431)] [data_t 0.015] [optim_t 0.347] [lr 0.001484] [CE 4.386 (4.124)] [KD 3.026 (2.888)] +2024-10-18 07:41:56,572 - Train: 50.67% [633900/1251000] [506.7/1000.0] [batch_t 0.361 (0.437)] [data_t 0.016] [optim_t 0.345] [lr 0.001484] [CE 3.680 (3.988)] [KD 2.621 (2.853)] +2024-10-18 07:42:17,514 - Train: 50.68% [633950/1251000] [506.8/1000.0] [batch_t 0.494 (0.419)] [data_t 0.016] [optim_t 0.478] [lr 0.001483] [CE 4.153 (4.173)] [KD 2.773 (2.942)] +2024-10-18 07:42:38,707 - Train: 50.68% [634000/1251000] [506.8/1000.0] [batch_t 0.429 (0.424)] [data_t 0.015] [optim_t 0.414] [lr 0.001483] [CE 3.912 (4.103)] [KD 2.817 (2.851)] +2024-10-18 07:43:00,622 - Train: 50.68% [634050/1251000] [506.8/1000.0] [batch_t 0.420 (0.438)] [data_t 0.015] [optim_t 0.404] [lr 0.001483] [CE 4.132 (4.106)] [KD 2.729 (2.847)] +2024-10-18 07:43:22,357 - Train: 50.69% [634100/1251000] [506.9/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.348] [lr 0.001483] [CE 4.179 (4.191)] [KD 3.029 (2.958)] +2024-10-18 07:43:43,772 - Train: 50.69% [634150/1251000] [506.9/1000.0] [batch_t 0.439 (0.428)] [data_t 0.016] [optim_t 0.423] [lr 0.001483] [CE 4.123 (4.137)] [KD 2.660 (2.885)] +2024-10-18 07:44:05,365 - Train: 50.70% [634200/1251000] [507.0/1000.0] [batch_t 0.452 (0.432)] [data_t 0.015] [optim_t 0.437] [lr 0.001483] [CE 4.057 (4.098)] [KD 2.871 (2.862)] +2024-10-18 07:44:26,908 - Train: 50.70% [634250/1251000] [507.0/1000.0] [batch_t 0.362 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.001482] [CE 4.669 (4.070)] [KD 3.241 (2.874)] +2024-10-18 07:44:50,676 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.419)] [top1_cnt 38739] [top5_cnt 46983] [top_all 50000] +2024-10-18 07:44:50,676 - net: 77.478 (93.966) +2024-10-18 07:45:12,066 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40545] [top5_cnt 47794] [top_all 50000] +2024-10-18 07:45:12,066 - net_E: 81.090 (95.588) +2024-10-18 07:45:12,212 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.136 (epoch: 506)] +2024-10-18 07:45:12,212 - ==> Total time: 3 days, 8:03:20 Eta: 3 days, 5:50:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 07:45:34,334 - Train: 50.70% [634300/1251000] [507.0/1000.0] [batch_t 0.359 (0.481)] [data_t 0.015] [optim_t 0.343] [lr 0.001482] [CE 3.971 (4.029)] [KD 2.856 (2.827)] +2024-10-18 07:45:54,581 - Train: 50.71% [634350/1251000] [507.1/1000.0] [batch_t 0.378 (0.405)] [data_t 0.015] [optim_t 0.363] [lr 0.001482] [CE 4.217 (4.020)] [KD 3.057 (2.832)] +2024-10-18 07:46:15,465 - Train: 50.71% [634400/1251000] [507.1/1000.0] [batch_t 0.430 (0.418)] [data_t 0.015] [optim_t 0.414] [lr 0.001482] [CE 4.174 (4.097)] [KD 2.893 (2.855)] +2024-10-18 07:46:37,178 - Train: 50.72% [634450/1251000] [507.2/1000.0] [batch_t 0.431 (0.434)] [data_t 0.016] [optim_t 0.415] [lr 0.001482] [CE 3.877 (4.082)] [KD 2.640 (2.835)] +2024-10-18 07:46:58,995 - Train: 50.72% [634500/1251000] [507.2/1000.0] [batch_t 0.410 (0.436)] [data_t 0.016] [optim_t 0.395] [lr 0.001481] [CE 4.239 (4.126)] [KD 3.024 (2.883)] +2024-10-18 07:47:20,251 - Train: 50.72% [634550/1251000] [507.2/1000.0] [batch_t 0.463 (0.425)] [data_t 0.015] [optim_t 0.447] [lr 0.001481] [CE 4.593 (4.098)] [KD 3.107 (2.868)] +2024-10-18 07:47:41,694 - Train: 50.73% [634600/1251000] [507.3/1000.0] [batch_t 0.463 (0.429)] [data_t 0.015] [optim_t 0.448] [lr 0.001481] [CE 4.354 (4.064)] [KD 3.096 (2.857)] +2024-10-18 07:48:03,065 - Train: 50.73% [634650/1251000] [507.3/1000.0] [batch_t 0.503 (0.427)] [data_t 0.015] [optim_t 0.488] [lr 0.001481] [CE 3.823 (4.000)] [KD 2.791 (2.775)] +2024-10-18 07:48:24,527 - Train: 50.74% [634700/1251000] [507.4/1000.0] [batch_t 0.430 (0.429)] [data_t 0.015] [optim_t 0.415] [lr 0.001481] [CE 4.056 (4.166)] [KD 2.861 (2.868)] +2024-10-18 07:48:45,786 - Train: 50.74% [634750/1251000] [507.4/1000.0] [batch_t 0.420 (0.425)] [data_t 0.015] [optim_t 0.405] [lr 0.001481] [CE 4.237 (4.099)] [KD 3.011 (2.844)] +2024-10-18 07:49:06,838 - Train: 50.74% [634800/1251000] [507.4/1000.0] [batch_t 0.366 (0.421)] [data_t 0.016] [optim_t 0.350] [lr 0.001480] [CE 4.186 (4.146)] [KD 2.705 (2.881)] +2024-10-18 07:49:28,262 - Train: 50.75% [634850/1251000] [507.5/1000.0] [batch_t 0.814 (0.428)] [data_t 0.015] [optim_t 0.799] [lr 0.001480] [CE 4.371 (4.156)] [KD 3.131 (2.891)] +2024-10-18 07:49:49,451 - Train: 50.75% [634900/1251000] [507.5/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.001480] [CE 4.276 (4.114)] [KD 3.007 (2.877)] +2024-10-18 07:50:10,783 - Train: 50.76% [634950/1251000] [507.6/1000.0] [batch_t 0.428 (0.427)] [data_t 0.016] [optim_t 0.413] [lr 0.001480] [CE 3.978 (4.106)] [KD 2.906 (2.898)] +2024-10-18 07:50:31,974 - Train: 50.76% [635000/1251000] [507.6/1000.0] [batch_t 0.371 (0.424)] [data_t 0.015] [optim_t 0.355] [lr 0.001480] [CE 4.053 (4.100)] [KD 2.906 (2.864)] +2024-10-18 07:50:53,062 - Train: 50.76% [635050/1251000] [507.6/1000.0] [batch_t 0.366 (0.422)] [data_t 0.016] [optim_t 0.351] [lr 0.001479] [CE 4.452 (4.175)] [KD 3.121 (2.899)] +2024-10-18 07:51:14,203 - Train: 50.77% [635100/1251000] [507.7/1000.0] [batch_t 0.365 (0.423)] [data_t 0.016] [optim_t 0.350] [lr 0.001479] [CE 4.490 (4.149)] [KD 2.928 (2.848)] +2024-10-18 07:51:35,613 - Train: 50.77% [635150/1251000] [507.7/1000.0] [batch_t 0.364 (0.428)] [data_t 0.015] [optim_t 0.349] [lr 0.001479] [CE 3.927 (4.086)] [KD 2.690 (2.851)] +2024-10-18 07:51:56,960 - Train: 50.78% [635200/1251000] [507.8/1000.0] [batch_t 0.507 (0.427)] [data_t 0.016] [optim_t 0.492] [lr 0.001479] [CE 4.484 (4.186)] [KD 2.999 (2.921)] +2024-10-18 07:52:18,470 - Train: 50.78% [635250/1251000] [507.8/1000.0] [batch_t 0.414 (0.430)] [data_t 0.015] [optim_t 0.398] [lr 0.001479] [CE 4.537 (4.147)] [KD 2.953 (2.905)] +2024-10-18 07:52:39,600 - Train: 50.78% [635300/1251000] [507.8/1000.0] [batch_t 0.369 (0.422)] [data_t 0.015] [optim_t 0.354] [lr 0.001478] [CE 3.467 (4.022)] [KD 2.503 (2.833)] +2024-10-18 07:53:01,879 - Train: 50.79% [635350/1251000] [507.9/1000.0] [batch_t 0.367 (0.445)] [data_t 0.016] [optim_t 0.352] [lr 0.001478] [CE 3.540 (4.063)] [KD 2.695 (2.864)] +2024-10-18 07:53:23,645 - Train: 50.79% [635400/1251000] [507.9/1000.0] [batch_t 0.472 (0.435)] [data_t 0.015] [optim_t 0.456] [lr 0.001478] [CE 3.796 (4.075)] [KD 2.786 (2.868)] +2024-10-18 07:53:45,573 - Train: 50.80% [635450/1251000] [508.0/1000.0] [batch_t 0.397 (0.438)] [data_t 0.015] [optim_t 0.381] [lr 0.001478] [CE 3.825 (4.121)] [KD 2.763 (2.898)] +2024-10-18 07:54:07,038 - Train: 50.80% [635500/1251000] [508.0/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.001478] [CE 4.179 (4.147)] [KD 3.038 (2.885)] +2024-10-18 07:54:31,876 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 38841] [top5_cnt 47094] [top_all 50000] +2024-10-18 07:54:31,877 - net: 77.682 (94.188) +2024-10-18 07:54:52,816 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 40546] [top5_cnt 47795] [top_all 50000] +2024-10-18 07:54:52,817 - net_E: 81.092 (95.590) +2024-10-18 07:54:52,978 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.136 (epoch: 506)] +2024-10-18 07:54:52,978 - ==> Total time: 3 days, 8:13:01 Eta: 3 days, 5:41:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 07:55:15,892 - Train: 50.80% [635550/1251000] [508.0/1000.0] [batch_t 0.398 (0.506)] [data_t 0.016] [optim_t 0.382] [lr 0.001478] [CE 4.086 (4.120)] [KD 2.985 (2.845)] +2024-10-18 07:55:37,756 - Train: 50.81% [635600/1251000] [508.1/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.346] [lr 0.001477] [CE 3.930 (4.124)] [KD 2.609 (2.843)] +2024-10-18 07:55:59,925 - Train: 50.81% [635650/1251000] [508.1/1000.0] [batch_t 0.430 (0.443)] [data_t 0.015] [optim_t 0.414] [lr 0.001477] [CE 4.558 (4.091)] [KD 3.222 (2.832)] +2024-10-18 07:56:21,690 - Train: 50.82% [635700/1251000] [508.2/1000.0] [batch_t 0.409 (0.435)] [data_t 0.016] [optim_t 0.393] [lr 0.001477] [CE 3.829 (4.124)] [KD 2.716 (2.882)] +2024-10-18 07:56:42,900 - Train: 50.82% [635750/1251000] [508.2/1000.0] [batch_t 0.454 (0.424)] [data_t 0.016] [optim_t 0.438] [lr 0.001477] [CE 4.046 (4.062)] [KD 2.740 (2.849)] +2024-10-18 07:57:04,446 - Train: 50.82% [635800/1251000] [508.2/1000.0] [batch_t 0.422 (0.431)] [data_t 0.016] [optim_t 0.406] [lr 0.001477] [CE 3.970 (4.191)] [KD 2.602 (2.901)] +2024-10-18 07:57:26,423 - Train: 50.83% [635850/1251000] [508.3/1000.0] [batch_t 0.558 (0.439)] [data_t 0.016] [optim_t 0.542] [lr 0.001476] [CE 4.030 (4.140)] [KD 2.764 (2.895)] +2024-10-18 07:57:47,599 - Train: 50.83% [635900/1251000] [508.3/1000.0] [batch_t 0.402 (0.423)] [data_t 0.016] [optim_t 0.386] [lr 0.001476] [CE 4.479 (4.038)] [KD 3.038 (2.813)] +2024-10-18 07:58:08,254 - Train: 50.84% [635950/1251000] [508.4/1000.0] [batch_t 0.403 (0.413)] [data_t 0.016] [optim_t 0.388] [lr 0.001476] [CE 4.090 (4.150)] [KD 2.919 (2.911)] +2024-10-18 07:58:29,591 - Train: 50.84% [636000/1251000] [508.4/1000.0] [batch_t 0.500 (0.427)] [data_t 0.015] [optim_t 0.485] [lr 0.001476] [CE 4.379 (4.126)] [KD 3.019 (2.850)] +2024-10-18 07:58:51,236 - Train: 50.84% [636050/1251000] [508.4/1000.0] [batch_t 0.480 (0.433)] [data_t 0.015] [optim_t 0.465] [lr 0.001476] [CE 4.052 (4.132)] [KD 2.798 (2.883)] +2024-10-18 07:59:12,832 - Train: 50.85% [636100/1251000] [508.5/1000.0] [batch_t 0.388 (0.432)] [data_t 0.015] [optim_t 0.372] [lr 0.001475] [CE 3.951 (4.140)] [KD 2.920 (2.881)] +2024-10-18 07:59:34,567 - Train: 50.85% [636150/1251000] [508.5/1000.0] [batch_t 0.493 (0.435)] [data_t 0.015] [optim_t 0.477] [lr 0.001475] [CE 4.472 (4.151)] [KD 3.084 (2.842)] +2024-10-18 07:59:56,472 - Train: 50.86% [636200/1251000] [508.6/1000.0] [batch_t 0.444 (0.438)] [data_t 0.015] [optim_t 0.429] [lr 0.001475] [CE 4.215 (4.140)] [KD 2.911 (2.863)] +2024-10-18 08:00:17,680 - Train: 50.86% [636250/1251000] [508.6/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.001475] [CE 3.617 (4.086)] [KD 2.751 (2.876)] +2024-10-18 08:00:39,129 - Train: 50.86% [636300/1251000] [508.6/1000.0] [batch_t 0.369 (0.429)] [data_t 0.016] [optim_t 0.354] [lr 0.001475] [CE 4.274 (4.152)] [KD 2.890 (2.871)] +2024-10-18 08:01:01,207 - Train: 50.87% [636350/1251000] [508.7/1000.0] [batch_t 0.498 (0.441)] [data_t 0.015] [optim_t 0.482] [lr 0.001475] [CE 4.360 (4.104)] [KD 3.029 (2.827)] +2024-10-18 08:01:22,779 - Train: 50.87% [636400/1251000] [508.7/1000.0] [batch_t 0.454 (0.431)] [data_t 0.015] [optim_t 0.438] [lr 0.001474] [CE 4.447 (4.053)] [KD 3.028 (2.846)] +2024-10-18 08:01:44,198 - Train: 50.88% [636450/1251000] [508.8/1000.0] [batch_t 0.458 (0.428)] [data_t 0.015] [optim_t 0.442] [lr 0.001474] [CE 4.510 (4.106)] [KD 2.975 (2.895)] +2024-10-18 08:02:05,872 - Train: 50.88% [636500/1251000] [508.8/1000.0] [batch_t 0.404 (0.433)] [data_t 0.016] [optim_t 0.388] [lr 0.001474] [CE 4.368 (4.176)] [KD 3.117 (2.932)] +2024-10-18 08:02:27,060 - Train: 50.88% [636550/1251000] [508.8/1000.0] [batch_t 0.364 (0.424)] [data_t 0.016] [optim_t 0.348] [lr 0.001474] [CE 4.368 (4.170)] [KD 2.896 (2.920)] +2024-10-18 08:02:48,832 - Train: 50.89% [636600/1251000] [508.9/1000.0] [batch_t 0.481 (0.435)] [data_t 0.015] [optim_t 0.466] [lr 0.001474] [CE 4.146 (4.151)] [KD 2.887 (2.888)] +2024-10-18 08:03:10,258 - Train: 50.89% [636650/1251000] [508.9/1000.0] [batch_t 0.453 (0.428)] [data_t 0.016] [optim_t 0.438] [lr 0.001473] [CE 4.187 (4.060)] [KD 2.976 (2.872)] +2024-10-18 08:03:31,720 - Train: 50.90% [636700/1251000] [509.0/1000.0] [batch_t 0.456 (0.429)] [data_t 0.016] [optim_t 0.440] [lr 0.001473] [CE 4.356 (4.149)] [KD 3.342 (2.927)] +2024-10-18 08:03:52,897 - Train: 50.90% [636750/1251000] [509.0/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.348] [lr 0.001473] [CE 4.286 (4.116)] [KD 3.053 (2.930)] +2024-10-18 08:04:17,638 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.426)] [top1_cnt 38846] [top5_cnt 47028] [top_all 50000] +2024-10-18 08:04:17,638 - net: 77.692 (94.056) +2024-10-18 08:04:38,333 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.407)] [top1_cnt 40569] [top5_cnt 47792] [top_all 50000] +2024-10-18 08:04:38,333 - net_E: 81.138 (95.584) +2024-10-18 08:04:38,512 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.138 (epoch: 509)] +2024-10-18 08:04:38,512 - ==> Total time: 3 days, 8:22:47 Eta: 3 days, 5:32:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 08:05:01,872 - Train: 50.90% [636800/1251000] [509.0/1000.0] [batch_t 0.364 (0.468)] [data_t 0.015] [optim_t 0.348] [lr 0.001473] [CE 4.193 (4.071)] [KD 2.814 (2.849)] +2024-10-18 08:05:22,661 - Train: 50.91% [636850/1251000] [509.1/1000.0] [batch_t 0.390 (0.416)] [data_t 0.015] [optim_t 0.375] [lr 0.001473] [CE 4.282 (4.120)] [KD 3.050 (2.889)] +2024-10-18 08:05:44,014 - Train: 50.91% [636900/1251000] [509.1/1000.0] [batch_t 0.388 (0.427)] [data_t 0.016] [optim_t 0.372] [lr 0.001472] [CE 4.490 (4.112)] [KD 3.071 (2.884)] +2024-10-18 08:06:05,138 - Train: 50.92% [636950/1251000] [509.2/1000.0] [batch_t 0.460 (0.422)] [data_t 0.015] [optim_t 0.445] [lr 0.001472] [CE 4.188 (4.134)] [KD 2.860 (2.882)] +2024-10-18 08:06:26,301 - Train: 50.92% [637000/1251000] [509.2/1000.0] [batch_t 0.431 (0.423)] [data_t 0.015] [optim_t 0.416] [lr 0.001472] [CE 4.187 (4.170)] [KD 3.033 (2.884)] +2024-10-18 08:06:47,816 - Train: 50.92% [637050/1251000] [509.2/1000.0] [batch_t 0.425 (0.430)] [data_t 0.015] [optim_t 0.410] [lr 0.001472] [CE 3.753 (4.127)] [KD 2.642 (2.865)] +2024-10-18 08:07:09,625 - Train: 50.93% [637100/1251000] [509.3/1000.0] [batch_t 0.457 (0.436)] [data_t 0.016] [optim_t 0.441] [lr 0.001472] [CE 4.073 (4.135)] [KD 2.979 (2.899)] +2024-10-18 08:07:30,514 - Train: 50.93% [637150/1251000] [509.3/1000.0] [batch_t 0.422 (0.418)] [data_t 0.015] [optim_t 0.407] [lr 0.001472] [CE 4.098 (4.108)] [KD 2.658 (2.891)] +2024-10-18 08:07:52,890 - Train: 50.94% [637200/1251000] [509.4/1000.0] [batch_t 0.462 (0.447)] [data_t 0.015] [optim_t 0.447] [lr 0.001471] [CE 4.469 (4.119)] [KD 3.160 (2.893)] +2024-10-18 08:08:14,457 - Train: 50.94% [637250/1251000] [509.4/1000.0] [batch_t 0.453 (0.431)] [data_t 0.015] [optim_t 0.438] [lr 0.001471] [CE 4.245 (4.124)] [KD 2.800 (2.892)] +2024-10-18 08:08:36,384 - Train: 50.94% [637300/1251000] [509.4/1000.0] [batch_t 0.422 (0.438)] [data_t 0.015] [optim_t 0.407] [lr 0.001471] [CE 4.570 (4.166)] [KD 3.058 (2.891)] +2024-10-18 08:08:58,452 - Train: 50.95% [637350/1251000] [509.5/1000.0] [batch_t 0.451 (0.441)] [data_t 0.015] [optim_t 0.436] [lr 0.001471] [CE 4.244 (4.212)] [KD 3.027 (2.923)] +2024-10-18 08:09:18,965 - Train: 50.95% [637400/1251000] [509.5/1000.0] [batch_t 0.462 (0.410)] [data_t 0.015] [optim_t 0.446] [lr 0.001471] [CE 4.520 (4.108)] [KD 3.169 (2.902)] +2024-10-18 08:09:40,250 - Train: 50.96% [637450/1251000] [509.6/1000.0] [batch_t 0.480 (0.426)] [data_t 0.015] [optim_t 0.465] [lr 0.001470] [CE 4.149 (4.128)] [KD 2.802 (2.864)] +2024-10-18 08:10:01,081 - Train: 50.96% [637500/1251000] [509.6/1000.0] [batch_t 0.482 (0.417)] [data_t 0.015] [optim_t 0.467] [lr 0.001470] [CE 3.750 (4.162)] [KD 2.606 (2.913)] +2024-10-18 08:10:23,028 - Train: 50.96% [637550/1251000] [509.6/1000.0] [batch_t 0.467 (0.439)] [data_t 0.015] [optim_t 0.452] [lr 0.001470] [CE 3.809 (4.128)] [KD 2.730 (2.820)] +2024-10-18 08:10:44,021 - Train: 50.97% [637600/1251000] [509.7/1000.0] [batch_t 0.368 (0.420)] [data_t 0.015] [optim_t 0.352] [lr 0.001470] [CE 4.227 (4.095)] [KD 2.867 (2.855)] +2024-10-18 08:11:04,640 - Train: 50.97% [637650/1251000] [509.7/1000.0] [batch_t 0.393 (0.412)] [data_t 0.015] [optim_t 0.378] [lr 0.001470] [CE 4.018 (4.131)] [KD 2.847 (2.877)] +2024-10-18 08:11:25,503 - Train: 50.98% [637700/1251000] [509.8/1000.0] [batch_t 0.404 (0.417)] [data_t 0.015] [optim_t 0.389] [lr 0.001470] [CE 4.506 (4.104)] [KD 3.284 (2.915)] +2024-10-18 08:11:46,595 - Train: 50.98% [637750/1251000] [509.8/1000.0] [batch_t 0.465 (0.422)] [data_t 0.016] [optim_t 0.449] [lr 0.001469] [CE 4.080 (4.101)] [KD 2.735 (2.861)] +2024-10-18 08:12:07,818 - Train: 50.98% [637800/1251000] [509.8/1000.0] [batch_t 0.373 (0.424)] [data_t 0.015] [optim_t 0.357] [lr 0.001469] [CE 4.501 (4.029)] [KD 2.918 (2.818)] +2024-10-18 08:12:29,081 - Train: 50.99% [637850/1251000] [509.9/1000.0] [batch_t 0.395 (0.425)] [data_t 0.016] [optim_t 0.380] [lr 0.001469] [CE 4.124 (4.124)] [KD 2.882 (2.852)] +2024-10-18 08:12:50,088 - Train: 50.99% [637900/1251000] [509.9/1000.0] [batch_t 0.401 (0.420)] [data_t 0.015] [optim_t 0.385] [lr 0.001469] [CE 3.985 (4.124)] [KD 2.730 (2.851)] +2024-10-18 08:13:11,687 - Train: 51.00% [637950/1251000] [510.0/1000.0] [batch_t 0.485 (0.432)] [data_t 0.015] [optim_t 0.470] [lr 0.001469] [CE 3.992 (4.152)] [KD 2.769 (2.921)] +2024-10-18 08:13:33,497 - Train: 51.00% [638000/1251000] [510.0/1000.0] [batch_t 0.359 (0.436)] [data_t 0.015] [optim_t 0.344] [lr 0.001468] [CE 4.278 (4.107)] [KD 2.912 (2.883)] +2024-10-18 08:13:58,734 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 38822] [top5_cnt 46960] [top_all 50000] +2024-10-18 08:13:58,734 - net: 77.644 (93.920) +2024-10-18 08:14:20,370 - Test (net_E): 100.00% [50/50] [batch_t 0.138 (0.427)] [top1_cnt 40585] [top5_cnt 47798] [top_all 50000] +2024-10-18 08:14:20,370 - net_E: 81.170 (95.596) +2024-10-18 08:14:20,530 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.170 (epoch: 510)] +2024-10-18 08:14:20,530 - ==> Total time: 3 days, 8:32:29 Eta: 3 days, 5:22:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 08:14:43,412 - Train: 51.00% [638050/1251000] [510.0/1000.0] [batch_t 0.531 (0.462)] [data_t 0.015] [optim_t 0.516] [lr 0.001468] [CE 3.981 (4.083)] [KD 2.891 (2.859)] +2024-10-18 08:15:06,831 - Train: 51.01% [638100/1251000] [510.1/1000.0] [batch_t 0.404 (0.468)] [data_t 0.016] [optim_t 0.388] [lr 0.001468] [CE 4.013 (4.085)] [KD 2.893 (2.853)] +2024-10-18 08:15:29,428 - Train: 51.01% [638150/1251000] [510.1/1000.0] [batch_t 0.458 (0.452)] [data_t 0.015] [optim_t 0.443] [lr 0.001468] [CE 4.391 (4.124)] [KD 3.056 (2.897)] +2024-10-18 08:15:52,223 - Train: 51.02% [638200/1251000] [510.2/1000.0] [batch_t 0.369 (0.456)] [data_t 0.015] [optim_t 0.354] [lr 0.001468] [CE 4.201 (4.169)] [KD 2.909 (2.892)] +2024-10-18 08:16:14,448 - Train: 51.02% [638250/1251000] [510.2/1000.0] [batch_t 0.380 (0.444)] [data_t 0.015] [optim_t 0.364] [lr 0.001467] [CE 4.147 (4.066)] [KD 2.844 (2.821)] +2024-10-18 08:16:36,713 - Train: 51.02% [638300/1251000] [510.2/1000.0] [batch_t 0.383 (0.445)] [data_t 0.015] [optim_t 0.367] [lr 0.001467] [CE 3.947 (4.109)] [KD 2.700 (2.828)] +2024-10-18 08:16:59,066 - Train: 51.03% [638350/1251000] [510.3/1000.0] [batch_t 0.391 (0.447)] [data_t 0.016] [optim_t 0.375] [lr 0.001467] [CE 4.259 (4.083)] [KD 2.851 (2.831)] +2024-10-18 08:17:21,348 - Train: 51.03% [638400/1251000] [510.3/1000.0] [batch_t 0.379 (0.446)] [data_t 0.015] [optim_t 0.363] [lr 0.001467] [CE 4.403 (4.113)] [KD 2.925 (2.850)] +2024-10-18 08:17:43,811 - Train: 51.04% [638450/1251000] [510.4/1000.0] [batch_t 0.435 (0.449)] [data_t 0.016] [optim_t 0.420] [lr 0.001467] [CE 3.983 (4.138)] [KD 3.013 (2.837)] +2024-10-18 08:18:05,865 - Train: 51.04% [638500/1251000] [510.4/1000.0] [batch_t 0.421 (0.441)] [data_t 0.015] [optim_t 0.406] [lr 0.001467] [CE 4.490 (4.187)] [KD 2.985 (2.897)] +2024-10-18 08:18:27,967 - Train: 51.04% [638550/1251000] [510.4/1000.0] [batch_t 0.441 (0.442)] [data_t 0.015] [optim_t 0.426] [lr 0.001466] [CE 4.039 (4.145)] [KD 2.982 (2.915)] +2024-10-18 08:18:50,145 - Train: 51.05% [638600/1251000] [510.5/1000.0] [batch_t 0.402 (0.443)] [data_t 0.015] [optim_t 0.387] [lr 0.001466] [CE 4.321 (4.144)] [KD 3.010 (2.911)] +2024-10-18 08:19:12,537 - Train: 51.05% [638650/1251000] [510.5/1000.0] [batch_t 0.397 (0.448)] [data_t 0.015] [optim_t 0.382] [lr 0.001466] [CE 3.718 (4.091)] [KD 2.589 (2.856)] +2024-10-18 08:19:34,596 - Train: 51.06% [638700/1251000] [510.6/1000.0] [batch_t 0.482 (0.441)] [data_t 0.015] [optim_t 0.467] [lr 0.001466] [CE 4.463 (4.075)] [KD 2.950 (2.852)] +2024-10-18 08:19:56,623 - Train: 51.06% [638750/1251000] [510.6/1000.0] [batch_t 0.398 (0.440)] [data_t 0.015] [optim_t 0.382] [lr 0.001466] [CE 4.269 (4.143)] [KD 3.136 (2.900)] +2024-10-18 08:20:18,677 - Train: 51.06% [638800/1251000] [510.6/1000.0] [batch_t 0.365 (0.441)] [data_t 0.015] [optim_t 0.349] [lr 0.001465] [CE 4.214 (4.150)] [KD 2.922 (2.889)] +2024-10-18 08:20:40,573 - Train: 51.07% [638850/1251000] [510.7/1000.0] [batch_t 0.447 (0.438)] [data_t 0.015] [optim_t 0.431] [lr 0.001465] [CE 4.136 (4.087)] [KD 2.925 (2.873)] +2024-10-18 08:21:02,962 - Train: 51.07% [638900/1251000] [510.7/1000.0] [batch_t 0.443 (0.448)] [data_t 0.015] [optim_t 0.428] [lr 0.001465] [CE 4.263 (4.082)] [KD 3.079 (2.894)] +2024-10-18 08:21:25,357 - Train: 51.08% [638950/1251000] [510.8/1000.0] [batch_t 0.427 (0.448)] [data_t 0.016] [optim_t 0.411] [lr 0.001465] [CE 4.511 (4.077)] [KD 3.151 (2.850)] +2024-10-18 08:21:47,048 - Train: 51.08% [639000/1251000] [510.8/1000.0] [batch_t 0.430 (0.434)] [data_t 0.016] [optim_t 0.415] [lr 0.001465] [CE 4.081 (4.185)] [KD 2.756 (2.904)] +2024-10-18 08:22:08,303 - Train: 51.08% [639050/1251000] [510.8/1000.0] [batch_t 0.497 (0.425)] [data_t 0.016] [optim_t 0.482] [lr 0.001464] [CE 4.502 (4.086)] [KD 3.122 (2.868)] +2024-10-18 08:22:29,825 - Train: 51.09% [639100/1251000] [510.9/1000.0] [batch_t 0.369 (0.430)] [data_t 0.015] [optim_t 0.354] [lr 0.001464] [CE 4.346 (4.119)] [KD 2.987 (2.867)] +2024-10-18 08:22:51,818 - Train: 51.09% [639150/1251000] [510.9/1000.0] [batch_t 0.439 (0.440)] [data_t 0.015] [optim_t 0.424] [lr 0.001464] [CE 3.750 (4.196)] [KD 2.635 (2.928)] +2024-10-18 08:23:13,154 - Train: 51.10% [639200/1251000] [511.0/1000.0] [batch_t 0.473 (0.427)] [data_t 0.016] [optim_t 0.458] [lr 0.001464] [CE 4.145 (4.149)] [KD 2.950 (2.874)] +2024-10-18 08:23:35,023 - Train: 51.10% [639250/1251000] [511.0/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.001464] [CE 4.500 (4.101)] [KD 3.056 (2.861)] +2024-10-18 08:24:00,814 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.432)] [top1_cnt 38782] [top5_cnt 47036] [top_all 50000] +2024-10-18 08:24:00,815 - net: 77.564 (94.072) +2024-10-18 08:24:22,269 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40569] [top5_cnt 47789] [top_all 50000] +2024-10-18 08:24:22,269 - net_E: 81.138 (95.578) +2024-10-18 08:24:22,438 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.170 (epoch: 510)] +2024-10-18 08:24:22,438 - ==> Total time: 3 days, 8:42:31 Eta: 3 days, 5:14:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 08:24:43,859 - Train: 51.10% [639300/1251000] [511.0/1000.0] [batch_t 0.544 (0.512)] [data_t 0.015] [optim_t 0.528] [lr 0.001464] [CE 4.320 (4.133)] [KD 2.800 (2.866)] +2024-10-18 08:25:06,267 - Train: 51.11% [639350/1251000] [511.1/1000.0] [batch_t 0.414 (0.448)] [data_t 0.015] [optim_t 0.399] [lr 0.001463] [CE 4.322 (4.069)] [KD 2.791 (2.806)] +2024-10-18 08:25:28,131 - Train: 51.11% [639400/1251000] [511.1/1000.0] [batch_t 0.457 (0.437)] [data_t 0.015] [optim_t 0.442] [lr 0.001463] [CE 4.283 (4.143)] [KD 2.919 (2.889)] +2024-10-18 08:25:48,688 - Train: 51.12% [639450/1251000] [511.2/1000.0] [batch_t 0.406 (0.411)] [data_t 0.016] [optim_t 0.390] [lr 0.001463] [CE 3.909 (4.064)] [KD 2.806 (2.869)] +2024-10-18 08:26:09,023 - Train: 51.12% [639500/1251000] [511.2/1000.0] [batch_t 0.381 (0.407)] [data_t 0.016] [optim_t 0.366] [lr 0.001463] [CE 3.938 (4.177)] [KD 2.781 (2.881)] +2024-10-18 08:26:29,690 - Train: 51.12% [639550/1251000] [511.2/1000.0] [batch_t 0.528 (0.413)] [data_t 0.015] [optim_t 0.512] [lr 0.001463] [CE 3.982 (4.129)] [KD 2.813 (2.844)] +2024-10-18 08:26:50,857 - Train: 51.13% [639600/1251000] [511.3/1000.0] [batch_t 0.431 (0.423)] [data_t 0.015] [optim_t 0.416] [lr 0.001462] [CE 4.189 (4.129)] [KD 3.072 (2.837)] +2024-10-18 08:27:11,862 - Train: 51.13% [639650/1251000] [511.3/1000.0] [batch_t 0.394 (0.420)] [data_t 0.015] [optim_t 0.379] [lr 0.001462] [CE 3.785 (4.026)] [KD 2.811 (2.837)] +2024-10-18 08:27:33,175 - Train: 51.14% [639700/1251000] [511.4/1000.0] [batch_t 0.405 (0.426)] [data_t 0.015] [optim_t 0.389] [lr 0.001462] [CE 3.898 (4.110)] [KD 2.792 (2.897)] +2024-10-18 08:27:54,204 - Train: 51.14% [639750/1251000] [511.4/1000.0] [batch_t 0.372 (0.420)] [data_t 0.015] [optim_t 0.356] [lr 0.001462] [CE 4.034 (4.116)] [KD 2.926 (2.862)] +2024-10-18 08:28:15,235 - Train: 51.14% [639800/1251000] [511.4/1000.0] [batch_t 0.420 (0.421)] [data_t 0.015] [optim_t 0.404] [lr 0.001462] [CE 4.004 (4.139)] [KD 2.767 (2.909)] +2024-10-18 08:28:36,481 - Train: 51.15% [639850/1251000] [511.5/1000.0] [batch_t 0.424 (0.425)] [data_t 0.015] [optim_t 0.408] [lr 0.001462] [CE 3.923 (4.136)] [KD 2.954 (2.917)] +2024-10-18 08:28:57,289 - Train: 51.15% [639900/1251000] [511.5/1000.0] [batch_t 0.404 (0.416)] [data_t 0.015] [optim_t 0.389] [lr 0.001461] [CE 4.361 (4.117)] [KD 3.014 (2.886)] +2024-10-18 08:29:18,160 - Train: 51.16% [639950/1251000] [511.6/1000.0] [batch_t 0.414 (0.417)] [data_t 0.016] [optim_t 0.398] [lr 0.001461] [CE 4.134 (4.169)] [KD 2.918 (2.900)] +2024-10-18 08:29:39,126 - Train: 51.16% [640000/1251000] [511.6/1000.0] [batch_t 0.416 (0.419)] [data_t 0.015] [optim_t 0.401] [lr 0.001461] [CE 4.045 (4.153)] [KD 2.883 (2.893)] +2024-10-18 08:30:00,131 - Train: 51.16% [640050/1251000] [511.6/1000.0] [batch_t 0.449 (0.420)] [data_t 0.016] [optim_t 0.433] [lr 0.001461] [CE 4.054 (4.131)] [KD 2.931 (2.883)] +2024-10-18 08:30:21,237 - Train: 51.17% [640100/1251000] [511.7/1000.0] [batch_t 0.411 (0.422)] [data_t 0.015] [optim_t 0.396] [lr 0.001461] [CE 4.611 (4.099)] [KD 3.005 (2.842)] +2024-10-18 08:30:42,199 - Train: 51.17% [640150/1251000] [511.7/1000.0] [batch_t 0.415 (0.419)] [data_t 0.015] [optim_t 0.400] [lr 0.001460] [CE 4.195 (4.135)] [KD 3.005 (2.860)] +2024-10-18 08:31:03,434 - Train: 51.18% [640200/1251000] [511.8/1000.0] [batch_t 0.423 (0.425)] [data_t 0.015] [optim_t 0.408] [lr 0.001460] [CE 4.490 (4.038)] [KD 2.881 (2.829)] +2024-10-18 08:31:24,160 - Train: 51.18% [640250/1251000] [511.8/1000.0] [batch_t 0.394 (0.414)] [data_t 0.015] [optim_t 0.379] [lr 0.001460] [CE 4.090 (4.103)] [KD 2.596 (2.851)] +2024-10-18 08:31:45,094 - Train: 51.18% [640300/1251000] [511.8/1000.0] [batch_t 0.403 (0.419)] [data_t 0.015] [optim_t 0.387] [lr 0.001460] [CE 4.103 (4.073)] [KD 2.990 (2.859)] +2024-10-18 08:32:06,485 - Train: 51.19% [640350/1251000] [511.9/1000.0] [batch_t 0.434 (0.428)] [data_t 0.092] [optim_t 0.342] [lr 0.001460] [CE 4.215 (4.127)] [KD 2.989 (2.898)] +2024-10-18 08:32:26,983 - Train: 51.19% [640400/1251000] [511.9/1000.0] [batch_t 0.384 (0.410)] [data_t 0.041] [optim_t 0.343] [lr 0.001459] [CE 4.315 (4.142)] [KD 2.862 (2.922)] +2024-10-18 08:32:48,971 - Train: 51.20% [640450/1251000] [512.0/1000.0] [batch_t 0.426 (0.440)] [data_t 0.015] [optim_t 0.410] [lr 0.001459] [CE 4.666 (4.123)] [KD 3.106 (2.867)] +2024-10-18 08:33:11,245 - Train: 51.20% [640500/1251000] [512.0/1000.0] [batch_t 0.424 (0.445)] [data_t 0.015] [optim_t 0.409] [lr 0.001459] [CE 4.333 (4.147)] [KD 2.803 (2.865)] +2024-10-18 08:33:37,407 - Test (net): 100.00% [50/50] [batch_t 0.157 (0.434)] [top1_cnt 38896] [top5_cnt 47120] [top_all 50000] +2024-10-18 08:33:37,407 - net: 77.792 (94.240) +2024-10-18 08:33:59,199 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.429)] [top1_cnt 40560] [top5_cnt 47800] [top_all 50000] +2024-10-18 08:33:59,199 - net_E: 81.120 (95.600) +2024-10-18 08:33:59,378 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.170 (epoch: 510)] +2024-10-18 08:33:59,378 - ==> Total time: 3 days, 8:52:07 Eta: 3 days, 5:04:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 08:34:19,462 - Train: 51.20% [640550/1251000] [512.0/1000.0] [batch_t 0.362 (0.494)] [data_t 0.015] [optim_t 0.346] [lr 0.001459] [CE 3.153 (4.076)] [KD 2.222 (2.778)] +2024-10-18 08:34:40,528 - Train: 51.21% [640600/1251000] [512.1/1000.0] [batch_t 0.508 (0.421)] [data_t 0.015] [optim_t 0.493] [lr 0.001459] [CE 3.933 (4.081)] [KD 2.849 (2.830)] +2024-10-18 08:35:01,699 - Train: 51.21% [640650/1251000] [512.1/1000.0] [batch_t 0.397 (0.423)] [data_t 0.015] [optim_t 0.382] [lr 0.001459] [CE 4.386 (4.147)] [KD 2.963 (2.900)] +2024-10-18 08:35:23,268 - Train: 51.22% [640700/1251000] [512.2/1000.0] [batch_t 0.414 (0.431)] [data_t 0.015] [optim_t 0.398] [lr 0.001458] [CE 4.027 (4.095)] [KD 2.983 (2.880)] +2024-10-18 08:35:44,361 - Train: 51.22% [640750/1251000] [512.2/1000.0] [batch_t 0.380 (0.422)] [data_t 0.015] [optim_t 0.364] [lr 0.001458] [CE 4.128 (4.092)] [KD 2.714 (2.846)] +2024-10-18 08:36:05,496 - Train: 51.22% [640800/1251000] [512.2/1000.0] [batch_t 0.432 (0.423)] [data_t 0.016] [optim_t 0.417] [lr 0.001458] [CE 4.641 (4.183)] [KD 3.200 (2.918)] +2024-10-18 08:36:26,434 - Train: 51.23% [640850/1251000] [512.3/1000.0] [batch_t 0.381 (0.419)] [data_t 0.016] [optim_t 0.366] [lr 0.001458] [CE 3.856 (4.096)] [KD 2.771 (2.878)] +2024-10-18 08:36:48,002 - Train: 51.23% [640900/1251000] [512.3/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.001458] [CE 4.126 (4.057)] [KD 2.711 (2.859)] +2024-10-18 08:37:08,717 - Train: 51.24% [640950/1251000] [512.4/1000.0] [batch_t 0.367 (0.414)] [data_t 0.016] [optim_t 0.352] [lr 0.001457] [CE 4.109 (4.165)] [KD 3.060 (2.871)] +2024-10-18 08:37:30,015 - Train: 51.24% [641000/1251000] [512.4/1000.0] [batch_t 0.477 (0.426)] [data_t 0.015] [optim_t 0.462] [lr 0.001457] [CE 4.315 (4.059)] [KD 2.775 (2.840)] +2024-10-18 08:37:51,153 - Train: 51.24% [641050/1251000] [512.4/1000.0] [batch_t 0.390 (0.423)] [data_t 0.015] [optim_t 0.375] [lr 0.001457] [CE 3.721 (4.106)] [KD 2.504 (2.826)] +2024-10-18 08:38:12,608 - Train: 51.25% [641100/1251000] [512.5/1000.0] [batch_t 0.395 (0.429)] [data_t 0.016] [optim_t 0.380] [lr 0.001457] [CE 3.813 (4.067)] [KD 2.675 (2.816)] +2024-10-18 08:38:33,842 - Train: 51.25% [641150/1251000] [512.5/1000.0] [batch_t 0.363 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.001457] [CE 4.363 (4.108)] [KD 2.851 (2.834)] +2024-10-18 08:38:55,297 - Train: 51.25% [641200/1251000] [512.5/1000.0] [batch_t 0.464 (0.429)] [data_t 0.015] [optim_t 0.448] [lr 0.001456] [CE 3.907 (4.096)] [KD 2.545 (2.845)] +2024-10-18 08:39:16,728 - Train: 51.26% [641250/1251000] [512.6/1000.0] [batch_t 0.367 (0.429)] [data_t 0.015] [optim_t 0.352] [lr 0.001456] [CE 4.575 (4.115)] [KD 3.032 (2.865)] +2024-10-18 08:39:37,849 - Train: 51.26% [641300/1251000] [512.6/1000.0] [batch_t 0.443 (0.422)] [data_t 0.016] [optim_t 0.428] [lr 0.001456] [CE 3.681 (4.140)] [KD 2.841 (2.861)] +2024-10-18 08:39:58,660 - Train: 51.27% [641350/1251000] [512.7/1000.0] [batch_t 0.409 (0.416)] [data_t 0.015] [optim_t 0.393] [lr 0.001456] [CE 4.581 (4.161)] [KD 3.019 (2.864)] +2024-10-18 08:40:19,995 - Train: 51.27% [641400/1251000] [512.7/1000.0] [batch_t 0.359 (0.427)] [data_t 0.016] [optim_t 0.343] [lr 0.001456] [CE 4.351 (4.170)] [KD 3.059 (2.928)] +2024-10-18 08:40:40,530 - Train: 51.27% [641450/1251000] [512.7/1000.0] [batch_t 0.383 (0.411)] [data_t 0.015] [optim_t 0.367] [lr 0.001456] [CE 4.623 (4.091)] [KD 2.824 (2.849)] +2024-10-18 08:41:01,398 - Train: 51.28% [641500/1251000] [512.8/1000.0] [batch_t 0.365 (0.417)] [data_t 0.015] [optim_t 0.350] [lr 0.001455] [CE 3.652 (4.128)] [KD 2.636 (2.914)] +2024-10-18 08:41:22,351 - Train: 51.28% [641550/1251000] [512.8/1000.0] [batch_t 0.431 (0.419)] [data_t 0.015] [optim_t 0.415] [lr 0.001455] [CE 3.947 (4.156)] [KD 2.937 (2.920)] +2024-10-18 08:41:43,543 - Train: 51.29% [641600/1251000] [512.9/1000.0] [batch_t 0.485 (0.424)] [data_t 0.015] [optim_t 0.470] [lr 0.001455] [CE 4.104 (4.116)] [KD 2.604 (2.878)] +2024-10-18 08:42:04,762 - Train: 51.29% [641650/1251000] [512.9/1000.0] [batch_t 0.406 (0.424)] [data_t 0.015] [optim_t 0.391] [lr 0.001455] [CE 4.346 (4.129)] [KD 2.828 (2.878)] +2024-10-18 08:42:26,211 - Train: 51.29% [641700/1251000] [512.9/1000.0] [batch_t 0.370 (0.429)] [data_t 0.015] [optim_t 0.355] [lr 0.001455] [CE 3.612 (4.116)] [KD 2.747 (2.868)] +2024-10-18 08:42:47,526 - Train: 51.30% [641750/1251000] [513.0/1000.0] [batch_t 0.462 (0.426)] [data_t 0.015] [optim_t 0.447] [lr 0.001454] [CE 4.333 (4.213)] [KD 2.965 (2.924)] +2024-10-18 08:43:14,205 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.437)] [top1_cnt 38908] [top5_cnt 47153] [top_all 50000] +2024-10-18 08:43:14,205 - net: 77.816 (94.306) +2024-10-18 08:43:36,252 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.434)] [top1_cnt 40558] [top5_cnt 47810] [top_all 50000] +2024-10-18 08:43:36,252 - net_E: 81.116 (95.620) +2024-10-18 08:43:36,434 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.170 (epoch: 510)] +2024-10-18 08:43:36,434 - ==> Total time: 3 days, 9:01:45 Eta: 3 days, 4:55:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 08:43:56,737 - Train: 51.30% [641800/1251000] [513.0/1000.0] [batch_t 0.361 (0.506)] [data_t 0.015] [optim_t 0.346] [lr 0.001454] [CE 3.535 (4.170)] [KD 2.620 (2.861)] +2024-10-18 08:44:18,370 - Train: 51.31% [641850/1251000] [513.1/1000.0] [batch_t 0.447 (0.433)] [data_t 0.015] [optim_t 0.432] [lr 0.001454] [CE 4.086 (4.117)] [KD 2.804 (2.830)] +2024-10-18 08:44:40,472 - Train: 51.31% [641900/1251000] [513.1/1000.0] [batch_t 0.449 (0.442)] [data_t 0.015] [optim_t 0.434] [lr 0.001454] [CE 4.227 (4.110)] [KD 2.943 (2.833)] +2024-10-18 08:45:02,221 - Train: 51.31% [641950/1251000] [513.1/1000.0] [batch_t 0.423 (0.435)] [data_t 0.015] [optim_t 0.408] [lr 0.001454] [CE 3.705 (4.117)] [KD 2.762 (2.864)] +2024-10-18 08:45:23,885 - Train: 51.32% [642000/1251000] [513.2/1000.0] [batch_t 0.441 (0.433)] [data_t 0.015] [optim_t 0.426] [lr 0.001453] [CE 4.544 (4.042)] [KD 3.135 (2.784)] +2024-10-18 08:45:45,258 - Train: 51.32% [642050/1251000] [513.2/1000.0] [batch_t 0.425 (0.427)] [data_t 0.015] [optim_t 0.410] [lr 0.001453] [CE 4.204 (4.160)] [KD 2.857 (2.885)] +2024-10-18 08:46:06,331 - Train: 51.33% [642100/1251000] [513.3/1000.0] [batch_t 0.371 (0.421)] [data_t 0.015] [optim_t 0.356] [lr 0.001453] [CE 4.164 (4.092)] [KD 2.925 (2.863)] +2024-10-18 08:46:27,114 - Train: 51.33% [642150/1251000] [513.3/1000.0] [batch_t 0.426 (0.416)] [data_t 0.016] [optim_t 0.411] [lr 0.001453] [CE 4.032 (4.094)] [KD 2.918 (2.850)] +2024-10-18 08:46:48,396 - Train: 51.33% [642200/1251000] [513.3/1000.0] [batch_t 0.417 (0.426)] [data_t 0.015] [optim_t 0.402] [lr 0.001453] [CE 3.930 (4.079)] [KD 2.913 (2.863)] +2024-10-18 08:47:09,699 - Train: 51.34% [642250/1251000] [513.4/1000.0] [batch_t 0.418 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.001453] [CE 3.702 (4.113)] [KD 2.661 (2.865)] +2024-10-18 08:47:31,669 - Train: 51.34% [642300/1251000] [513.4/1000.0] [batch_t 0.461 (0.439)] [data_t 0.015] [optim_t 0.445] [lr 0.001452] [CE 4.436 (4.137)] [KD 3.144 (2.895)] +2024-10-18 08:47:53,934 - Train: 51.35% [642350/1251000] [513.5/1000.0] [batch_t 0.472 (0.445)] [data_t 0.015] [optim_t 0.456] [lr 0.001452] [CE 4.788 (4.108)] [KD 3.191 (2.888)] +2024-10-18 08:48:16,104 - Train: 51.35% [642400/1251000] [513.5/1000.0] [batch_t 0.362 (0.443)] [data_t 0.015] [optim_t 0.347] [lr 0.001452] [CE 3.927 (4.055)] [KD 2.775 (2.855)] +2024-10-18 08:48:36,552 - Train: 51.35% [642450/1251000] [513.5/1000.0] [batch_t 0.421 (0.409)] [data_t 0.015] [optim_t 0.406] [lr 0.001452] [CE 3.834 (4.180)] [KD 2.652 (2.909)] +2024-10-18 08:48:57,451 - Train: 51.36% [642500/1251000] [513.6/1000.0] [batch_t 0.387 (0.418)] [data_t 0.016] [optim_t 0.371] [lr 0.001452] [CE 3.963 (4.058)] [KD 2.591 (2.819)] +2024-10-18 08:49:19,796 - Train: 51.36% [642550/1251000] [513.6/1000.0] [batch_t 0.468 (0.447)] [data_t 0.015] [optim_t 0.452] [lr 0.001451] [CE 4.424 (4.075)] [KD 3.063 (2.841)] +2024-10-18 08:49:41,766 - Train: 51.37% [642600/1251000] [513.7/1000.0] [batch_t 0.391 (0.439)] [data_t 0.015] [optim_t 0.375] [lr 0.001451] [CE 4.144 (4.134)] [KD 2.741 (2.864)] +2024-10-18 08:50:03,010 - Train: 51.37% [642650/1251000] [513.7/1000.0] [batch_t 0.377 (0.425)] [data_t 0.015] [optim_t 0.362] [lr 0.001451] [CE 4.318 (4.129)] [KD 2.894 (2.886)] +2024-10-18 08:50:24,446 - Train: 51.37% [642700/1251000] [513.7/1000.0] [batch_t 0.396 (0.429)] [data_t 0.016] [optim_t 0.380] [lr 0.001451] [CE 4.271 (4.079)] [KD 2.847 (2.859)] +2024-10-18 08:50:45,847 - Train: 51.38% [642750/1251000] [513.8/1000.0] [batch_t 0.419 (0.428)] [data_t 0.016] [optim_t 0.404] [lr 0.001451] [CE 4.111 (4.111)] [KD 2.787 (2.853)] +2024-10-18 08:51:07,505 - Train: 51.38% [642800/1251000] [513.8/1000.0] [batch_t 0.515 (0.433)] [data_t 0.015] [optim_t 0.500] [lr 0.001451] [CE 3.639 (4.163)] [KD 2.690 (2.903)] +2024-10-18 08:51:28,671 - Train: 51.39% [642850/1251000] [513.9/1000.0] [batch_t 0.476 (0.423)] [data_t 0.016] [optim_t 0.461] [lr 0.001450] [CE 3.928 (4.107)] [KD 2.749 (2.819)] +2024-10-18 08:51:49,712 - Train: 51.39% [642900/1251000] [513.9/1000.0] [batch_t 0.425 (0.421)] [data_t 0.016] [optim_t 0.410] [lr 0.001450] [CE 4.455 (4.055)] [KD 3.106 (2.828)] +2024-10-18 08:52:10,488 - Train: 51.39% [642950/1251000] [513.9/1000.0] [batch_t 0.362 (0.415)] [data_t 0.016] [optim_t 0.346] [lr 0.001450] [CE 4.222 (4.135)] [KD 2.854 (2.852)] +2024-10-18 08:52:31,353 - Train: 51.40% [643000/1251000] [514.0/1000.0] [batch_t 0.395 (0.417)] [data_t 0.015] [optim_t 0.380] [lr 0.001450] [CE 3.975 (4.215)] [KD 2.686 (2.911)] +2024-10-18 08:52:57,988 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 38825] [top5_cnt 47122] [top_all 50000] +2024-10-18 08:52:57,989 - net: 77.650 (94.244) +2024-10-18 08:53:19,958 - Test (net_E): 100.00% [50/50] [batch_t 0.134 (0.431)] [top1_cnt 40587] [top5_cnt 47822] [top_all 50000] +2024-10-18 08:53:19,958 - net_E: 81.174 (95.644) +2024-10-18 08:53:20,108 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.174 (epoch: 514)] +2024-10-18 08:53:20,108 - ==> Total time: 3 days, 9:11:28 Eta: 3 days, 4:46:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 08:53:41,064 - Train: 51.40% [643050/1251000] [514.0/1000.0] [batch_t 0.364 (0.458)] [data_t 0.016] [optim_t 0.348] [lr 0.001450] [CE 3.759 (4.096)] [KD 2.807 (2.821)] +2024-10-18 08:54:02,916 - Train: 51.41% [643100/1251000] [514.1/1000.0] [batch_t 0.453 (0.437)] [data_t 0.015] [optim_t 0.438] [lr 0.001449] [CE 4.626 (4.185)] [KD 3.243 (2.872)] +2024-10-18 08:54:24,104 - Train: 51.41% [643150/1251000] [514.1/1000.0] [batch_t 0.482 (0.424)] [data_t 0.015] [optim_t 0.467] [lr 0.001449] [CE 4.196 (4.167)] [KD 2.735 (2.851)] +2024-10-18 08:54:45,739 - Train: 51.41% [643200/1251000] [514.1/1000.0] [batch_t 0.413 (0.433)] [data_t 0.016] [optim_t 0.397] [lr 0.001449] [CE 4.060 (4.092)] [KD 2.865 (2.844)] +2024-10-18 08:55:07,634 - Train: 51.42% [643250/1251000] [514.2/1000.0] [batch_t 0.504 (0.438)] [data_t 0.016] [optim_t 0.488] [lr 0.001449] [CE 3.773 (4.126)] [KD 2.880 (2.848)] +2024-10-18 08:55:29,692 - Train: 51.42% [643300/1251000] [514.2/1000.0] [batch_t 0.395 (0.441)] [data_t 0.015] [optim_t 0.380] [lr 0.001449] [CE 3.706 (4.126)] [KD 2.762 (2.865)] +2024-10-18 08:55:51,656 - Train: 51.43% [643350/1251000] [514.3/1000.0] [batch_t 0.414 (0.439)] [data_t 0.015] [optim_t 0.398] [lr 0.001448] [CE 3.854 (4.094)] [KD 2.628 (2.853)] +2024-10-18 08:56:12,848 - Train: 51.43% [643400/1251000] [514.3/1000.0] [batch_t 0.454 (0.424)] [data_t 0.015] [optim_t 0.439] [lr 0.001448] [CE 4.194 (4.070)] [KD 2.935 (2.815)] +2024-10-18 08:56:34,750 - Train: 51.43% [643450/1251000] [514.3/1000.0] [batch_t 0.451 (0.438)] [data_t 0.015] [optim_t 0.436] [lr 0.001448] [CE 4.216 (4.100)] [KD 2.911 (2.798)] +2024-10-18 08:56:56,722 - Train: 51.44% [643500/1251000] [514.4/1000.0] [batch_t 0.470 (0.439)] [data_t 0.015] [optim_t 0.455] [lr 0.001448] [CE 4.109 (4.068)] [KD 2.977 (2.833)] +2024-10-18 08:57:17,811 - Train: 51.44% [643550/1251000] [514.4/1000.0] [batch_t 0.432 (0.422)] [data_t 0.016] [optim_t 0.417] [lr 0.001448] [CE 4.638 (4.092)] [KD 3.032 (2.850)] +2024-10-18 08:57:39,225 - Train: 51.45% [643600/1251000] [514.5/1000.0] [batch_t 0.449 (0.428)] [data_t 0.016] [optim_t 0.433] [lr 0.001448] [CE 4.047 (4.126)] [KD 2.933 (2.893)] +2024-10-18 08:58:00,802 - Train: 51.45% [643650/1251000] [514.5/1000.0] [batch_t 0.401 (0.431)] [data_t 0.015] [optim_t 0.386] [lr 0.001447] [CE 3.990 (4.125)] [KD 2.774 (2.864)] +2024-10-18 08:58:22,487 - Train: 51.45% [643700/1251000] [514.5/1000.0] [batch_t 0.515 (0.434)] [data_t 0.016] [optim_t 0.500] [lr 0.001447] [CE 4.347 (4.145)] [KD 2.895 (2.872)] +2024-10-18 08:58:44,022 - Train: 51.46% [643750/1251000] [514.6/1000.0] [batch_t 0.362 (0.431)] [data_t 0.016] [optim_t 0.346] [lr 0.001447] [CE 3.934 (4.106)] [KD 2.697 (2.891)] +2024-10-18 08:59:05,675 - Train: 51.46% [643800/1251000] [514.6/1000.0] [batch_t 0.405 (0.433)] [data_t 0.058] [optim_t 0.347] [lr 0.001447] [CE 4.055 (4.109)] [KD 2.738 (2.879)] +2024-10-18 08:59:27,325 - Train: 51.47% [643850/1251000] [514.7/1000.0] [batch_t 0.468 (0.433)] [data_t 0.015] [optim_t 0.453] [lr 0.001447] [CE 3.960 (4.122)] [KD 2.796 (2.875)] +2024-10-18 08:59:48,760 - Train: 51.47% [643900/1251000] [514.7/1000.0] [batch_t 0.446 (0.429)] [data_t 0.015] [optim_t 0.431] [lr 0.001446] [CE 4.541 (4.165)] [KD 2.926 (2.869)] +2024-10-18 09:00:10,150 - Train: 51.47% [643950/1251000] [514.7/1000.0] [batch_t 0.406 (0.428)] [data_t 0.015] [optim_t 0.390] [lr 0.001446] [CE 4.243 (4.198)] [KD 2.927 (2.900)] +2024-10-18 09:00:31,799 - Train: 51.48% [644000/1251000] [514.8/1000.0] [batch_t 0.444 (0.433)] [data_t 0.016] [optim_t 0.428] [lr 0.001446] [CE 4.746 (4.163)] [KD 3.325 (2.890)] +2024-10-18 09:00:53,761 - Train: 51.48% [644050/1251000] [514.8/1000.0] [batch_t 0.418 (0.439)] [data_t 0.015] [optim_t 0.403] [lr 0.001446] [CE 4.474 (4.060)] [KD 3.084 (2.884)] +2024-10-18 09:01:14,962 - Train: 51.49% [644100/1251000] [514.9/1000.0] [batch_t 0.472 (0.424)] [data_t 0.015] [optim_t 0.456] [lr 0.001446] [CE 4.332 (4.079)] [KD 2.877 (2.855)] +2024-10-18 09:01:36,067 - Train: 51.49% [644150/1251000] [514.9/1000.0] [batch_t 0.383 (0.422)] [data_t 0.016] [optim_t 0.368] [lr 0.001445] [CE 3.895 (4.126)] [KD 2.757 (2.847)] +2024-10-18 09:01:57,842 - Train: 51.49% [644200/1251000] [514.9/1000.0] [batch_t 0.376 (0.435)] [data_t 0.016] [optim_t 0.361] [lr 0.001445] [CE 3.834 (4.052)] [KD 2.649 (2.866)] +2024-10-18 09:02:18,975 - Train: 51.50% [644250/1251000] [515.0/1000.0] [batch_t 0.399 (0.423)] [data_t 0.030] [optim_t 0.369] [lr 0.001445] [CE 4.326 (4.064)] [KD 3.124 (2.829)] +2024-10-18 09:02:45,874 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 38913] [top5_cnt 47116] [top_all 50000] +2024-10-18 09:02:45,875 - net: 77.826 (94.232) +2024-10-18 09:03:07,845 - Test (net_E): 100.00% [50/50] [batch_t 0.134 (0.433)] [top1_cnt 40593] [top5_cnt 47832] [top_all 50000] +2024-10-18 09:03:07,845 - net_E: 81.186 (95.664) +2024-10-18 09:03:08,032 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.186 (epoch: 515)] +2024-10-18 09:03:08,032 - ==> Total time: 3 days, 9:21:16 Eta: 3 days, 4:36:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 09:03:28,969 - Train: 51.50% [644300/1251000] [515.0/1000.0] [batch_t 0.364 (0.470)] [data_t 0.015] [optim_t 0.348] [lr 0.001445] [CE 4.330 (4.090)] [KD 2.956 (2.857)] +2024-10-18 09:03:50,441 - Train: 51.51% [644350/1251000] [515.1/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.001445] [CE 4.146 (4.083)] [KD 2.672 (2.837)] +2024-10-18 09:04:11,806 - Train: 51.51% [644400/1251000] [515.1/1000.0] [batch_t 0.876 (0.427)] [data_t 0.531] [optim_t 0.345] [lr 0.001445] [CE 3.902 (4.106)] [KD 2.664 (2.813)] +2024-10-18 09:04:32,613 - Train: 51.51% [644450/1251000] [515.1/1000.0] [batch_t 0.446 (0.416)] [data_t 0.099] [optim_t 0.347] [lr 0.001444] [CE 4.031 (4.079)] [KD 2.884 (2.812)] +2024-10-18 09:04:53,230 - Train: 51.52% [644500/1251000] [515.2/1000.0] [batch_t 0.388 (0.412)] [data_t 0.045] [optim_t 0.343] [lr 0.001444] [CE 4.061 (4.042)] [KD 2.705 (2.788)] +2024-10-18 09:05:14,606 - Train: 51.52% [644550/1251000] [515.2/1000.0] [batch_t 0.429 (0.427)] [data_t 0.079] [optim_t 0.350] [lr 0.001444] [CE 4.271 (4.140)] [KD 2.975 (2.848)] +2024-10-18 09:05:35,434 - Train: 51.53% [644600/1251000] [515.3/1000.0] [batch_t 0.445 (0.416)] [data_t 0.099] [optim_t 0.346] [lr 0.001444] [CE 4.480 (4.166)] [KD 3.007 (2.868)] +2024-10-18 09:05:56,683 - Train: 51.53% [644650/1251000] [515.3/1000.0] [batch_t 0.458 (0.425)] [data_t 0.097] [optim_t 0.360] [lr 0.001444] [CE 3.725 (4.158)] [KD 2.735 (2.859)] +2024-10-18 09:06:18,393 - Train: 51.53% [644700/1251000] [515.3/1000.0] [batch_t 0.501 (0.434)] [data_t 0.155] [optim_t 0.346] [lr 0.001443] [CE 3.615 (4.092)] [KD 2.610 (2.843)] +2024-10-18 09:06:40,214 - Train: 51.54% [644750/1251000] [515.4/1000.0] [batch_t 0.422 (0.436)] [data_t 0.077] [optim_t 0.345] [lr 0.001443] [CE 3.861 (4.168)] [KD 2.838 (2.903)] +2024-10-18 09:07:01,991 - Train: 51.54% [644800/1251000] [515.4/1000.0] [batch_t 0.408 (0.435)] [data_t 0.062] [optim_t 0.346] [lr 0.001443] [CE 3.491 (4.129)] [KD 2.581 (2.825)] +2024-10-18 09:07:22,749 - Train: 51.55% [644850/1251000] [515.5/1000.0] [batch_t 0.382 (0.415)] [data_t 0.037] [optim_t 0.345] [lr 0.001443] [CE 4.352 (4.100)] [KD 3.158 (2.867)] +2024-10-18 09:07:44,132 - Train: 51.55% [644900/1251000] [515.5/1000.0] [batch_t 0.398 (0.428)] [data_t 0.053] [optim_t 0.345] [lr 0.001443] [CE 4.184 (4.125)] [KD 2.783 (2.866)] +2024-10-18 09:08:05,281 - Train: 51.55% [644950/1251000] [515.5/1000.0] [batch_t 0.376 (0.423)] [data_t 0.025] [optim_t 0.350] [lr 0.001442] [CE 3.782 (4.057)] [KD 2.635 (2.846)] +2024-10-18 09:08:26,507 - Train: 51.56% [645000/1251000] [515.6/1000.0] [batch_t 0.515 (0.424)] [data_t 0.015] [optim_t 0.500] [lr 0.001442] [CE 4.346 (4.128)] [KD 2.940 (2.852)] +2024-10-18 09:08:47,521 - Train: 51.56% [645050/1251000] [515.6/1000.0] [batch_t 0.434 (0.420)] [data_t 0.085] [optim_t 0.349] [lr 0.001442] [CE 3.842 (4.086)] [KD 2.796 (2.844)] +2024-10-18 09:09:09,013 - Train: 51.57% [645100/1251000] [515.7/1000.0] [batch_t 0.460 (0.430)] [data_t 0.097] [optim_t 0.363] [lr 0.001442] [CE 3.686 (4.099)] [KD 2.737 (2.859)] +2024-10-18 09:09:30,131 - Train: 51.57% [645150/1251000] [515.7/1000.0] [batch_t 0.388 (0.422)] [data_t 0.045] [optim_t 0.343] [lr 0.001442] [CE 4.229 (4.189)] [KD 2.765 (2.896)] +2024-10-18 09:09:51,776 - Train: 51.57% [645200/1251000] [515.7/1000.0] [batch_t 0.405 (0.433)] [data_t 0.016] [optim_t 0.389] [lr 0.001442] [CE 4.540 (4.098)] [KD 3.044 (2.845)] +2024-10-18 09:10:13,421 - Train: 51.58% [645250/1251000] [515.8/1000.0] [batch_t 0.362 (0.433)] [data_t 0.016] [optim_t 0.346] [lr 0.001441] [CE 4.467 (4.174)] [KD 3.026 (2.930)] +2024-10-18 09:10:34,204 - Train: 51.58% [645300/1251000] [515.8/1000.0] [batch_t 0.421 (0.416)] [data_t 0.016] [optim_t 0.405] [lr 0.001441] [CE 4.344 (4.071)] [KD 2.847 (2.817)] +2024-10-18 09:10:55,119 - Train: 51.59% [645350/1251000] [515.9/1000.0] [batch_t 0.375 (0.418)] [data_t 0.015] [optim_t 0.359] [lr 0.001441] [CE 4.571 (4.182)] [KD 3.178 (2.887)] +2024-10-18 09:11:16,196 - Train: 51.59% [645400/1251000] [515.9/1000.0] [batch_t 0.425 (0.421)] [data_t 0.016] [optim_t 0.409] [lr 0.001441] [CE 4.495 (4.068)] [KD 2.919 (2.861)] +2024-10-18 09:11:38,214 - Train: 51.59% [645450/1251000] [515.9/1000.0] [batch_t 0.485 (0.440)] [data_t 0.139] [optim_t 0.345] [lr 0.001441] [CE 4.017 (4.155)] [KD 2.651 (2.889)] +2024-10-18 09:12:00,286 - Train: 51.60% [645500/1251000] [516.0/1000.0] [batch_t 0.468 (0.441)] [data_t 0.122] [optim_t 0.346] [lr 0.001440] [CE 4.130 (4.064)] [KD 2.868 (2.831)] +2024-10-18 09:12:27,830 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 38887] [top5_cnt 47071] [top_all 50000] +2024-10-18 09:12:27,831 - net: 77.774 (94.142) +2024-10-18 09:12:49,643 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40576] [top5_cnt 47811] [top_all 50000] +2024-10-18 09:12:49,643 - net_E: 81.152 (95.622) +2024-10-18 09:12:49,816 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.186 (epoch: 515)] +2024-10-18 09:12:49,816 - ==> Total time: 3 days, 9:30:58 Eta: 3 days, 4:27:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 09:13:08,930 - Train: 51.60% [645550/1251000] [516.0/1000.0] [batch_t 0.367 (0.521)] [data_t 0.015] [optim_t 0.351] [lr 0.001440] [CE 3.958 (4.082)] [KD 2.707 (2.835)] +2024-10-18 09:13:30,631 - Train: 51.61% [645600/1251000] [516.1/1000.0] [batch_t 0.359 (0.434)] [data_t 0.015] [optim_t 0.344] [lr 0.001440] [CE 4.473 (4.165)] [KD 3.116 (2.874)] +2024-10-18 09:13:52,397 - Train: 51.61% [645650/1251000] [516.1/1000.0] [batch_t 0.447 (0.435)] [data_t 0.015] [optim_t 0.432] [lr 0.001440] [CE 4.251 (4.105)] [KD 2.819 (2.820)] +2024-10-18 09:14:14,268 - Train: 51.61% [645700/1251000] [516.1/1000.0] [batch_t 0.443 (0.437)] [data_t 0.101] [optim_t 0.342] [lr 0.001440] [CE 4.243 (4.020)] [KD 2.721 (2.777)] +2024-10-18 09:14:36,131 - Train: 51.62% [645750/1251000] [516.2/1000.0] [batch_t 0.451 (0.437)] [data_t 0.107] [optim_t 0.344] [lr 0.001440] [CE 3.891 (4.062)] [KD 2.905 (2.791)] +2024-10-18 09:14:58,172 - Train: 51.62% [645800/1251000] [516.2/1000.0] [batch_t 0.493 (0.441)] [data_t 0.016] [optim_t 0.478] [lr 0.001439] [CE 4.069 (4.100)] [KD 2.827 (2.827)] +2024-10-18 09:15:19,719 - Train: 51.63% [645850/1251000] [516.3/1000.0] [batch_t 0.439 (0.431)] [data_t 0.096] [optim_t 0.343] [lr 0.001439] [CE 4.595 (4.158)] [KD 3.127 (2.895)] +2024-10-18 09:15:41,604 - Train: 51.63% [645900/1251000] [516.3/1000.0] [batch_t 0.401 (0.438)] [data_t 0.059] [optim_t 0.343] [lr 0.001439] [CE 4.037 (4.065)] [KD 2.555 (2.819)] +2024-10-18 09:16:04,146 - Train: 51.63% [645950/1251000] [516.3/1000.0] [batch_t 0.484 (0.451)] [data_t 0.139] [optim_t 0.345] [lr 0.001439] [CE 4.313 (4.071)] [KD 2.991 (2.799)] +2024-10-18 09:16:26,136 - Train: 51.64% [646000/1251000] [516.4/1000.0] [batch_t 0.522 (0.440)] [data_t 0.150] [optim_t 0.372] [lr 0.001439] [CE 4.021 (4.133)] [KD 2.757 (2.858)] +2024-10-18 09:16:48,444 - Train: 51.64% [646050/1251000] [516.4/1000.0] [batch_t 0.500 (0.446)] [data_t 0.155] [optim_t 0.345] [lr 0.001438] [CE 3.768 (4.133)] [KD 2.755 (2.895)] +2024-10-18 09:17:10,427 - Train: 51.65% [646100/1251000] [516.5/1000.0] [batch_t 0.360 (0.440)] [data_t 0.015] [optim_t 0.345] [lr 0.001438] [CE 4.294 (4.094)] [KD 2.905 (2.842)] +2024-10-18 09:17:31,908 - Train: 51.65% [646150/1251000] [516.5/1000.0] [batch_t 0.414 (0.429)] [data_t 0.068] [optim_t 0.346] [lr 0.001438] [CE 4.108 (4.183)] [KD 2.793 (2.890)] +2024-10-18 09:17:53,811 - Train: 51.65% [646200/1251000] [516.5/1000.0] [batch_t 0.397 (0.438)] [data_t 0.047] [optim_t 0.350] [lr 0.001438] [CE 3.851 (4.073)] [KD 2.859 (2.825)] +2024-10-18 09:18:14,922 - Train: 51.66% [646250/1251000] [516.6/1000.0] [batch_t 0.474 (0.422)] [data_t 0.130] [optim_t 0.344] [lr 0.001438] [CE 3.959 (4.179)] [KD 2.673 (2.906)] +2024-10-18 09:18:35,706 - Train: 51.66% [646300/1251000] [516.6/1000.0] [batch_t 0.398 (0.416)] [data_t 0.051] [optim_t 0.347] [lr 0.001437] [CE 3.682 (4.042)] [KD 2.715 (2.839)] +2024-10-18 09:18:56,583 - Train: 51.67% [646350/1251000] [516.7/1000.0] [batch_t 0.361 (0.417)] [data_t 0.015] [optim_t 0.345] [lr 0.001437] [CE 4.184 (4.121)] [KD 2.721 (2.852)] +2024-10-18 09:19:18,427 - Train: 51.67% [646400/1251000] [516.7/1000.0] [batch_t 0.362 (0.437)] [data_t 0.016] [optim_t 0.346] [lr 0.001437] [CE 3.718 (4.127)] [KD 2.705 (2.873)] +2024-10-18 09:19:39,662 - Train: 51.67% [646450/1251000] [516.7/1000.0] [batch_t 0.363 (0.425)] [data_t 0.016] [optim_t 0.347] [lr 0.001437] [CE 4.546 (4.160)] [KD 3.024 (2.914)] +2024-10-18 09:20:01,439 - Train: 51.68% [646500/1251000] [516.8/1000.0] [batch_t 0.435 (0.435)] [data_t 0.016] [optim_t 0.420] [lr 0.001437] [CE 4.422 (4.151)] [KD 2.949 (2.844)] +2024-10-18 09:20:22,985 - Train: 51.68% [646550/1251000] [516.8/1000.0] [batch_t 0.391 (0.431)] [data_t 0.015] [optim_t 0.375] [lr 0.001437] [CE 3.707 (4.114)] [KD 2.633 (2.862)] +2024-10-18 09:20:44,163 - Train: 51.69% [646600/1251000] [516.9/1000.0] [batch_t 0.423 (0.423)] [data_t 0.015] [optim_t 0.408] [lr 0.001436] [CE 3.892 (4.072)] [KD 2.777 (2.842)] +2024-10-18 09:21:05,625 - Train: 51.69% [646650/1251000] [516.9/1000.0] [batch_t 0.453 (0.429)] [data_t 0.015] [optim_t 0.437] [lr 0.001436] [CE 3.914 (4.134)] [KD 2.758 (2.873)] +2024-10-18 09:21:27,187 - Train: 51.69% [646700/1251000] [516.9/1000.0] [batch_t 0.369 (0.431)] [data_t 0.016] [optim_t 0.353] [lr 0.001436] [CE 4.266 (4.073)] [KD 2.938 (2.872)] +2024-10-18 09:21:48,735 - Train: 51.70% [646750/1251000] [517.0/1000.0] [batch_t 0.370 (0.431)] [data_t 0.016] [optim_t 0.355] [lr 0.001436] [CE 3.345 (4.081)] [KD 2.570 (2.855)] +2024-10-18 09:22:17,302 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 38904] [top5_cnt 47090] [top_all 50000] +2024-10-18 09:22:17,303 - net: 77.808 (94.180) +2024-10-18 09:22:39,287 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40563] [top5_cnt 47808] [top_all 50000] +2024-10-18 09:22:39,288 - net_E: 81.126 (95.616) +2024-10-18 09:22:39,466 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.186 (epoch: 515)] +2024-10-18 09:22:39,467 - ==> Total time: 3 days, 9:40:48 Eta: 3 days, 4:18:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 09:22:58,446 - Train: 51.70% [646800/1251000] [517.0/1000.0] [batch_t 0.427 (0.530)] [data_t 0.083] [optim_t 0.344] [lr 0.001436] [CE 4.369 (4.055)] [KD 2.887 (2.845)] +2024-10-18 09:23:19,102 - Train: 51.71% [646850/1251000] [517.1/1000.0] [batch_t 0.397 (0.413)] [data_t 0.016] [optim_t 0.381] [lr 0.001435] [CE 4.187 (4.127)] [KD 2.865 (2.857)] +2024-10-18 09:23:40,939 - Train: 51.71% [646900/1251000] [517.1/1000.0] [batch_t 0.400 (0.437)] [data_t 0.016] [optim_t 0.384] [lr 0.001435] [CE 3.876 (4.117)] [KD 2.732 (2.835)] +2024-10-18 09:24:02,512 - Train: 51.71% [646950/1251000] [517.1/1000.0] [batch_t 0.431 (0.431)] [data_t 0.015] [optim_t 0.416] [lr 0.001435] [CE 3.508 (4.107)] [KD 2.537 (2.862)] +2024-10-18 09:24:24,023 - Train: 51.72% [647000/1251000] [517.2/1000.0] [batch_t 0.384 (0.430)] [data_t 0.016] [optim_t 0.368] [lr 0.001435] [CE 3.841 (4.124)] [KD 2.667 (2.843)] +2024-10-18 09:24:45,554 - Train: 51.72% [647050/1251000] [517.2/1000.0] [batch_t 0.421 (0.431)] [data_t 0.015] [optim_t 0.406] [lr 0.001435] [CE 4.273 (4.130)] [KD 2.975 (2.843)] +2024-10-18 09:25:07,153 - Train: 51.73% [647100/1251000] [517.3/1000.0] [batch_t 0.392 (0.432)] [data_t 0.016] [optim_t 0.376] [lr 0.001434] [CE 3.875 (4.194)] [KD 2.900 (2.917)] +2024-10-18 09:25:27,620 - Train: 51.73% [647150/1251000] [517.3/1000.0] [batch_t 0.420 (0.409)] [data_t 0.016] [optim_t 0.405] [lr 0.001434] [CE 3.748 (4.059)] [KD 2.818 (2.817)] +2024-10-18 09:25:48,712 - Train: 51.73% [647200/1251000] [517.3/1000.0] [batch_t 0.476 (0.422)] [data_t 0.016] [optim_t 0.460] [lr 0.001434] [CE 4.471 (4.161)] [KD 3.223 (2.860)] +2024-10-18 09:26:10,836 - Train: 51.74% [647250/1251000] [517.4/1000.0] [batch_t 0.484 (0.442)] [data_t 0.015] [optim_t 0.469] [lr 0.001434] [CE 4.127 (4.142)] [KD 2.869 (2.860)] +2024-10-18 09:26:32,517 - Train: 51.74% [647300/1251000] [517.4/1000.0] [batch_t 0.429 (0.434)] [data_t 0.016] [optim_t 0.414] [lr 0.001434] [CE 4.385 (4.104)] [KD 3.028 (2.867)] +2024-10-18 09:26:54,369 - Train: 51.75% [647350/1251000] [517.5/1000.0] [batch_t 0.455 (0.437)] [data_t 0.015] [optim_t 0.440] [lr 0.001434] [CE 4.052 (4.082)] [KD 2.847 (2.817)] +2024-10-18 09:27:15,896 - Train: 51.75% [647400/1251000] [517.5/1000.0] [batch_t 0.422 (0.430)] [data_t 0.015] [optim_t 0.406] [lr 0.001433] [CE 3.865 (4.100)] [KD 2.802 (2.867)] +2024-10-18 09:27:38,048 - Train: 51.75% [647450/1251000] [517.5/1000.0] [batch_t 0.471 (0.443)] [data_t 0.015] [optim_t 0.456] [lr 0.001433] [CE 4.078 (4.122)] [KD 3.019 (2.875)] +2024-10-18 09:27:59,644 - Train: 51.76% [647500/1251000] [517.6/1000.0] [batch_t 0.455 (0.432)] [data_t 0.015] [optim_t 0.439] [lr 0.001433] [CE 3.851 (4.087)] [KD 2.756 (2.835)] +2024-10-18 09:28:20,644 - Train: 51.76% [647550/1251000] [517.6/1000.0] [batch_t 0.369 (0.420)] [data_t 0.016] [optim_t 0.353] [lr 0.001433] [CE 4.068 (4.144)] [KD 2.993 (2.850)] +2024-10-18 09:28:40,915 - Train: 51.77% [647600/1251000] [517.7/1000.0] [batch_t 0.482 (0.405)] [data_t 0.016] [optim_t 0.467] [lr 0.001433] [CE 4.035 (4.161)] [KD 2.699 (2.878)] +2024-10-18 09:29:02,280 - Train: 51.77% [647650/1251000] [517.7/1000.0] [batch_t 0.364 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.001432] [CE 4.360 (4.129)] [KD 3.005 (2.859)] +2024-10-18 09:29:23,218 - Train: 51.77% [647700/1251000] [517.7/1000.0] [batch_t 0.364 (0.419)] [data_t 0.015] [optim_t 0.348] [lr 0.001432] [CE 4.154 (4.162)] [KD 2.766 (2.900)] +2024-10-18 09:29:44,351 - Train: 51.78% [647750/1251000] [517.8/1000.0] [batch_t 0.393 (0.423)] [data_t 0.016] [optim_t 0.377] [lr 0.001432] [CE 4.070 (4.095)] [KD 2.775 (2.846)] +2024-10-18 09:30:05,101 - Train: 51.78% [647800/1251000] [517.8/1000.0] [batch_t 0.369 (0.415)] [data_t 0.015] [optim_t 0.353] [lr 0.001432] [CE 4.032 (4.190)] [KD 2.876 (2.939)] +2024-10-18 09:30:26,424 - Train: 51.79% [647850/1251000] [517.9/1000.0] [batch_t 0.404 (0.426)] [data_t 0.016] [optim_t 0.389] [lr 0.001432] [CE 4.501 (4.136)] [KD 3.123 (2.918)] +2024-10-18 09:30:48,228 - Train: 51.79% [647900/1251000] [517.9/1000.0] [batch_t 0.374 (0.436)] [data_t 0.015] [optim_t 0.359] [lr 0.001432] [CE 4.245 (4.080)] [KD 2.934 (2.859)] +2024-10-18 09:31:10,595 - Train: 51.79% [647950/1251000] [517.9/1000.0] [batch_t 0.366 (0.447)] [data_t 0.015] [optim_t 0.350] [lr 0.001431] [CE 4.086 (4.186)] [KD 2.845 (2.924)] +2024-10-18 09:31:31,763 - Train: 51.80% [648000/1251000] [518.0/1000.0] [batch_t 0.363 (0.423)] [data_t 0.016] [optim_t 0.347] [lr 0.001431] [CE 3.943 (4.090)] [KD 2.905 (2.852)] +2024-10-18 09:31:59,493 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 38888] [top5_cnt 47112] [top_all 50000] +2024-10-18 09:31:59,494 - net: 77.776 (94.224) +2024-10-18 09:32:20,883 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 40587] [top5_cnt 47835] [top_all 50000] +2024-10-18 09:32:20,884 - net_E: 81.174 (95.670) +2024-10-18 09:32:21,094 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.186 (epoch: 515)] +2024-10-18 09:32:21,095 - ==> Total time: 3 days, 9:50:29 Eta: 3 days, 4:09:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 09:32:39,232 - Train: 51.80% [648050/1251000] [518.0/1000.0] [batch_t 0.362 (0.520)] [data_t 0.016] [optim_t 0.347] [lr 0.001431] [CE 4.166 (4.045)] [KD 2.733 (2.757)] +2024-10-18 09:33:02,321 - Train: 51.81% [648100/1251000] [518.1/1000.0] [batch_t 0.451 (0.462)] [data_t 0.015] [optim_t 0.436] [lr 0.001431] [CE 4.244 (4.045)] [KD 2.957 (2.792)] +2024-10-18 09:33:24,413 - Train: 51.81% [648150/1251000] [518.1/1000.0] [batch_t 0.488 (0.442)] [data_t 0.015] [optim_t 0.473] [lr 0.001431] [CE 3.967 (4.131)] [KD 2.699 (2.860)] +2024-10-18 09:33:46,477 - Train: 51.81% [648200/1251000] [518.1/1000.0] [batch_t 0.444 (0.441)] [data_t 0.015] [optim_t 0.428] [lr 0.001430] [CE 4.375 (4.093)] [KD 2.980 (2.833)] +2024-10-18 09:34:08,099 - Train: 51.82% [648250/1251000] [518.2/1000.0] [batch_t 0.421 (0.432)] [data_t 0.015] [optim_t 0.405] [lr 0.001430] [CE 4.480 (4.082)] [KD 3.151 (2.848)] +2024-10-18 09:34:30,377 - Train: 51.82% [648300/1251000] [518.2/1000.0] [batch_t 0.396 (0.445)] [data_t 0.015] [optim_t 0.381] [lr 0.001430] [CE 4.144 (4.084)] [KD 2.857 (2.837)] +2024-10-18 09:34:51,475 - Train: 51.83% [648350/1251000] [518.3/1000.0] [batch_t 0.413 (0.422)] [data_t 0.016] [optim_t 0.398] [lr 0.001430] [CE 4.185 (4.084)] [KD 3.003 (2.814)] +2024-10-18 09:35:13,365 - Train: 51.83% [648400/1251000] [518.3/1000.0] [batch_t 0.456 (0.438)] [data_t 0.015] [optim_t 0.441] [lr 0.001430] [CE 4.166 (4.071)] [KD 2.839 (2.806)] +2024-10-18 09:35:35,203 - Train: 51.83% [648450/1251000] [518.3/1000.0] [batch_t 0.440 (0.437)] [data_t 0.015] [optim_t 0.425] [lr 0.001429] [CE 3.863 (4.075)] [KD 2.804 (2.801)] +2024-10-18 09:35:56,338 - Train: 51.84% [648500/1251000] [518.4/1000.0] [batch_t 0.503 (0.423)] [data_t 0.015] [optim_t 0.488] [lr 0.001429] [CE 4.186 (4.116)] [KD 2.930 (2.832)] +2024-10-18 09:36:17,672 - Train: 51.84% [648550/1251000] [518.4/1000.0] [batch_t 0.373 (0.427)] [data_t 0.016] [optim_t 0.358] [lr 0.001429] [CE 3.606 (4.039)] [KD 2.550 (2.795)] +2024-10-18 09:36:39,439 - Train: 51.85% [648600/1251000] [518.5/1000.0] [batch_t 0.505 (0.435)] [data_t 0.015] [optim_t 0.489] [lr 0.001429] [CE 4.029 (4.050)] [KD 2.808 (2.848)] +2024-10-18 09:37:01,051 - Train: 51.85% [648650/1251000] [518.5/1000.0] [batch_t 0.442 (0.432)] [data_t 0.015] [optim_t 0.427] [lr 0.001429] [CE 4.387 (4.069)] [KD 3.015 (2.834)] +2024-10-18 09:37:22,832 - Train: 51.85% [648700/1251000] [518.5/1000.0] [batch_t 0.443 (0.436)] [data_t 0.015] [optim_t 0.428] [lr 0.001429] [CE 4.088 (4.176)] [KD 2.728 (2.912)] +2024-10-18 09:37:44,498 - Train: 51.86% [648750/1251000] [518.6/1000.0] [batch_t 0.374 (0.433)] [data_t 0.015] [optim_t 0.359] [lr 0.001428] [CE 4.093 (4.045)] [KD 3.025 (2.822)] +2024-10-18 09:38:06,141 - Train: 51.86% [648800/1251000] [518.6/1000.0] [batch_t 0.469 (0.433)] [data_t 0.015] [optim_t 0.454] [lr 0.001428] [CE 4.541 (4.146)] [KD 2.985 (2.899)] +2024-10-18 09:38:27,311 - Train: 51.87% [648850/1251000] [518.7/1000.0] [batch_t 0.435 (0.423)] [data_t 0.015] [optim_t 0.419] [lr 0.001428] [CE 4.721 (4.098)] [KD 3.128 (2.848)] +2024-10-18 09:38:48,207 - Train: 51.87% [648900/1251000] [518.7/1000.0] [batch_t 0.374 (0.418)] [data_t 0.016] [optim_t 0.358] [lr 0.001428] [CE 4.151 (4.127)] [KD 2.710 (2.863)] +2024-10-18 09:39:08,600 - Train: 51.87% [648950/1251000] [518.7/1000.0] [batch_t 0.381 (0.408)] [data_t 0.016] [optim_t 0.365] [lr 0.001428] [CE 4.258 (4.119)] [KD 2.857 (2.832)] +2024-10-18 09:39:30,127 - Train: 51.88% [649000/1251000] [518.8/1000.0] [batch_t 0.388 (0.430)] [data_t 0.016] [optim_t 0.373] [lr 0.001427] [CE 3.745 (4.063)] [KD 2.967 (2.837)] +2024-10-18 09:39:51,975 - Train: 51.88% [649050/1251000] [518.8/1000.0] [batch_t 0.444 (0.437)] [data_t 0.016] [optim_t 0.428] [lr 0.001427] [CE 3.542 (4.158)] [KD 2.575 (2.895)] +2024-10-18 09:40:14,126 - Train: 51.89% [649100/1251000] [518.9/1000.0] [batch_t 0.384 (0.443)] [data_t 0.016] [optim_t 0.368] [lr 0.001427] [CE 3.968 (4.178)] [KD 2.781 (2.838)] +2024-10-18 09:40:35,727 - Train: 51.89% [649150/1251000] [518.9/1000.0] [batch_t 0.466 (0.432)] [data_t 0.016] [optim_t 0.450] [lr 0.001427] [CE 4.298 (4.161)] [KD 2.936 (2.884)] +2024-10-18 09:40:57,238 - Train: 51.89% [649200/1251000] [518.9/1000.0] [batch_t 0.397 (0.430)] [data_t 0.015] [optim_t 0.382] [lr 0.001427] [CE 3.819 (4.103)] [KD 2.645 (2.903)] +2024-10-18 09:41:18,715 - Train: 51.90% [649250/1251000] [519.0/1000.0] [batch_t 0.489 (0.429)] [data_t 0.015] [optim_t 0.474] [lr 0.001426] [CE 3.901 (4.124)] [KD 2.686 (2.846)] +2024-10-18 09:41:46,727 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 38452] [top5_cnt 46817] [top_all 50000] +2024-10-18 09:41:46,727 - net: 76.904 (93.634) +2024-10-18 09:42:08,327 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 40590] [top5_cnt 47832] [top_all 50000] +2024-10-18 09:42:08,327 - net_E: 81.180 (95.664) +2024-10-18 09:42:08,487 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.186 (epoch: 515)] +2024-10-18 09:42:08,488 - ==> Total time: 3 days, 10:00:17 Eta: 3 days, 4:00:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 09:42:26,223 - Train: 51.90% [649300/1251000] [519.0/1000.0] [batch_t 0.366 (0.527)] [data_t 0.016] [optim_t 0.350] [lr 0.001426] [CE 3.704 (4.165)] [KD 2.546 (2.907)] +2024-10-18 09:42:47,585 - Train: 51.91% [649350/1251000] [519.1/1000.0] [batch_t 0.361 (0.427)] [data_t 0.015] [optim_t 0.345] [lr 0.001426] [CE 3.683 (4.082)] [KD 2.622 (2.833)] +2024-10-18 09:43:08,177 - Train: 51.91% [649400/1251000] [519.1/1000.0] [batch_t 0.423 (0.412)] [data_t 0.077] [optim_t 0.346] [lr 0.001426] [CE 4.381 (4.133)] [KD 2.895 (2.833)] +2024-10-18 09:43:29,218 - Train: 51.91% [649450/1251000] [519.1/1000.0] [batch_t 0.424 (0.421)] [data_t 0.079] [optim_t 0.345] [lr 0.001426] [CE 3.823 (4.136)] [KD 2.797 (2.860)] +2024-10-18 09:43:50,583 - Train: 51.92% [649500/1251000] [519.2/1000.0] [batch_t 0.491 (0.427)] [data_t 0.015] [optim_t 0.475] [lr 0.001426] [CE 3.814 (4.095)] [KD 2.778 (2.839)] +2024-10-18 09:44:11,434 - Train: 51.92% [649550/1251000] [519.2/1000.0] [batch_t 0.405 (0.417)] [data_t 0.015] [optim_t 0.390] [lr 0.001425] [CE 3.886 (3.997)] [KD 2.842 (2.805)] +2024-10-18 09:44:32,935 - Train: 51.93% [649600/1251000] [519.3/1000.0] [batch_t 0.364 (0.430)] [data_t 0.016] [optim_t 0.348] [lr 0.001425] [CE 4.026 (4.064)] [KD 2.793 (2.812)] +2024-10-18 09:44:54,183 - Train: 51.93% [649650/1251000] [519.3/1000.0] [batch_t 0.437 (0.425)] [data_t 0.093] [optim_t 0.343] [lr 0.001425] [CE 4.203 (4.178)] [KD 2.745 (2.860)] +2024-10-18 09:45:15,362 - Train: 51.93% [649700/1251000] [519.3/1000.0] [batch_t 0.477 (0.423)] [data_t 0.130] [optim_t 0.347] [lr 0.001425] [CE 4.535 (4.136)] [KD 2.951 (2.847)] +2024-10-18 09:45:37,020 - Train: 51.94% [649750/1251000] [519.4/1000.0] [batch_t 0.411 (0.433)] [data_t 0.067] [optim_t 0.343] [lr 0.001425] [CE 3.851 (4.143)] [KD 2.803 (2.866)] +2024-10-18 09:45:58,586 - Train: 51.94% [649800/1251000] [519.4/1000.0] [batch_t 0.409 (0.431)] [data_t 0.064] [optim_t 0.344] [lr 0.001424] [CE 3.822 (4.078)] [KD 2.716 (2.855)] +2024-10-18 09:46:19,599 - Train: 51.95% [649850/1251000] [519.5/1000.0] [batch_t 0.401 (0.420)] [data_t 0.055] [optim_t 0.346] [lr 0.001424] [CE 4.154 (4.107)] [KD 2.841 (2.851)] +2024-10-18 09:46:40,418 - Train: 51.95% [649900/1251000] [519.5/1000.0] [batch_t 0.404 (0.416)] [data_t 0.061] [optim_t 0.343] [lr 0.001424] [CE 4.600 (4.143)] [KD 3.058 (2.904)] +2024-10-18 09:47:01,852 - Train: 51.95% [649950/1251000] [519.5/1000.0] [batch_t 0.524 (0.429)] [data_t 0.180] [optim_t 0.344] [lr 0.001424] [CE 4.295 (4.088)] [KD 3.087 (2.862)] +2024-10-18 09:47:24,571 - Train: 51.96% [650000/1251000] [519.6/1000.0] [batch_t 0.358 (0.454)] [data_t 0.015] [optim_t 0.342] [lr 0.001424] [CE 4.142 (4.133)] [KD 2.910 (2.866)] +2024-10-18 09:47:45,738 - Train: 51.96% [650050/1251000] [519.6/1000.0] [batch_t 0.406 (0.423)] [data_t 0.062] [optim_t 0.344] [lr 0.001424] [CE 4.028 (4.086)] [KD 2.818 (2.856)] +2024-10-18 09:48:07,259 - Train: 51.97% [650100/1251000] [519.7/1000.0] [batch_t 0.446 (0.430)] [data_t 0.099] [optim_t 0.347] [lr 0.001423] [CE 4.249 (4.127)] [KD 2.879 (2.870)] +2024-10-18 09:48:28,505 - Train: 51.97% [650150/1251000] [519.7/1000.0] [batch_t 0.424 (0.425)] [data_t 0.079] [optim_t 0.345] [lr 0.001423] [CE 4.055 (4.149)] [KD 2.769 (2.872)] +2024-10-18 09:48:49,801 - Train: 51.97% [650200/1251000] [519.7/1000.0] [batch_t 0.412 (0.426)] [data_t 0.068] [optim_t 0.345] [lr 0.001423] [CE 4.038 (4.193)] [KD 2.657 (2.853)] +2024-10-18 09:49:11,415 - Train: 51.98% [650250/1251000] [519.8/1000.0] [batch_t 0.435 (0.432)] [data_t 0.092] [optim_t 0.343] [lr 0.001423] [CE 4.057 (4.044)] [KD 2.960 (2.847)] +2024-10-18 09:49:32,879 - Train: 51.98% [650300/1251000] [519.8/1000.0] [batch_t 0.419 (0.429)] [data_t 0.076] [optim_t 0.343] [lr 0.001423] [CE 4.450 (4.139)] [KD 2.901 (2.841)] +2024-10-18 09:49:53,933 - Train: 51.99% [650350/1251000] [519.9/1000.0] [batch_t 0.424 (0.421)] [data_t 0.080] [optim_t 0.344] [lr 0.001422] [CE 3.974 (4.104)] [KD 2.766 (2.852)] +2024-10-18 09:50:15,581 - Train: 51.99% [650400/1251000] [519.9/1000.0] [batch_t 0.455 (0.433)] [data_t 0.109] [optim_t 0.346] [lr 0.001422] [CE 3.976 (4.162)] [KD 2.939 (2.922)] +2024-10-18 09:50:37,110 - Train: 51.99% [650450/1251000] [519.9/1000.0] [batch_t 0.441 (0.430)] [data_t 0.015] [optim_t 0.426] [lr 0.001422] [CE 3.699 (4.101)] [KD 2.697 (2.871)] +2024-10-18 09:50:57,997 - Train: 52.00% [650500/1251000] [520.0/1000.0] [batch_t 0.444 (0.418)] [data_t 0.097] [optim_t 0.346] [lr 0.001422] [CE 4.732 (4.107)] [KD 3.109 (2.852)] +2024-10-18 09:51:27,543 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 38879] [top5_cnt 47037] [top_all 50000] +2024-10-18 09:51:27,543 - net: 77.758 (94.074) +2024-10-18 09:51:48,899 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40606] [top5_cnt 47827] [top_all 50000] +2024-10-18 09:51:48,900 - net_E: 81.212 (95.654) +2024-10-18 09:51:49,052 - Max [top1: 77.944 (epoch: 493)] [top1-ema: 81.212 (epoch: 520)] +2024-10-18 09:51:49,053 - ==> Total time: 3 days, 10:09:57 Eta: 3 days, 3:50:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 09:52:08,316 - Train: 52.00% [650550/1251000] [520.0/1000.0] [batch_t 0.361 (0.496)] [data_t 0.016] [optim_t 0.345] [lr 0.001422] [CE 3.939 (4.115)] [KD 2.807 (2.867)] +2024-10-18 09:52:29,355 - Train: 52.01% [650600/1251000] [520.1/1000.0] [batch_t 0.436 (0.421)] [data_t 0.016] [optim_t 0.420] [lr 0.001421] [CE 3.804 (4.119)] [KD 2.777 (2.848)] +2024-10-18 09:52:50,550 - Train: 52.01% [650650/1251000] [520.1/1000.0] [batch_t 0.417 (0.424)] [data_t 0.015] [optim_t 0.402] [lr 0.001421] [CE 4.260 (4.165)] [KD 2.948 (2.875)] +2024-10-18 09:53:11,593 - Train: 52.01% [650700/1251000] [520.1/1000.0] [batch_t 0.488 (0.421)] [data_t 0.016] [optim_t 0.473] [lr 0.001421] [CE 3.287 (4.055)] [KD 2.390 (2.778)] +2024-10-18 09:53:33,330 - Train: 52.02% [650750/1251000] [520.2/1000.0] [batch_t 0.408 (0.435)] [data_t 0.015] [optim_t 0.393] [lr 0.001421] [CE 3.796 (4.054)] [KD 2.676 (2.786)] +2024-10-18 09:53:54,028 - Train: 52.02% [650800/1251000] [520.2/1000.0] [batch_t 0.550 (0.414)] [data_t 0.015] [optim_t 0.534] [lr 0.001421] [CE 4.103 (4.110)] [KD 2.893 (2.853)] +2024-10-18 09:54:15,019 - Train: 52.03% [650850/1251000] [520.3/1000.0] [batch_t 0.524 (0.420)] [data_t 0.015] [optim_t 0.509] [lr 0.001421] [CE 4.354 (4.151)] [KD 2.893 (2.866)] +2024-10-18 09:54:36,312 - Train: 52.03% [650900/1251000] [520.3/1000.0] [batch_t 0.503 (0.426)] [data_t 0.015] [optim_t 0.488] [lr 0.001420] [CE 4.367 (4.104)] [KD 2.984 (2.787)] +2024-10-18 09:54:58,292 - Train: 52.03% [650950/1251000] [520.3/1000.0] [batch_t 0.394 (0.440)] [data_t 0.015] [optim_t 0.378] [lr 0.001420] [CE 4.043 (4.128)] [KD 2.852 (2.860)] +2024-10-18 09:55:19,646 - Train: 52.04% [651000/1251000] [520.4/1000.0] [batch_t 0.425 (0.427)] [data_t 0.015] [optim_t 0.410] [lr 0.001420] [CE 4.419 (4.131)] [KD 3.044 (2.828)] +2024-10-18 09:55:41,507 - Train: 52.04% [651050/1251000] [520.4/1000.0] [batch_t 0.470 (0.437)] [data_t 0.015] [optim_t 0.455] [lr 0.001420] [CE 3.818 (4.121)] [KD 2.604 (2.843)] +2024-10-18 09:56:04,110 - Train: 52.05% [651100/1251000] [520.5/1000.0] [batch_t 0.990 (0.452)] [data_t 0.016] [optim_t 0.975] [lr 0.001420] [CE 4.552 (4.188)] [KD 3.019 (2.864)] +2024-10-18 09:56:25,677 - Train: 52.05% [651150/1251000] [520.5/1000.0] [batch_t 0.458 (0.431)] [data_t 0.015] [optim_t 0.443] [lr 0.001419] [CE 4.226 (3.993)] [KD 2.806 (2.752)] +2024-10-18 09:56:47,643 - Train: 52.05% [651200/1251000] [520.5/1000.0] [batch_t 0.367 (0.439)] [data_t 0.015] [optim_t 0.351] [lr 0.001419] [CE 4.288 (4.127)] [KD 2.922 (2.866)] +2024-10-18 09:57:08,624 - Train: 52.06% [651250/1251000] [520.6/1000.0] [batch_t 0.424 (0.420)] [data_t 0.015] [optim_t 0.408] [lr 0.001419] [CE 3.749 (4.183)] [KD 2.835 (2.897)] +2024-10-18 09:57:29,784 - Train: 52.06% [651300/1251000] [520.6/1000.0] [batch_t 0.443 (0.423)] [data_t 0.015] [optim_t 0.428] [lr 0.001419] [CE 4.223 (4.115)] [KD 2.941 (2.866)] +2024-10-18 09:57:50,713 - Train: 52.07% [651350/1251000] [520.7/1000.0] [batch_t 0.399 (0.418)] [data_t 0.016] [optim_t 0.383] [lr 0.001419] [CE 4.217 (4.083)] [KD 2.782 (2.836)] +2024-10-18 09:58:11,882 - Train: 52.07% [651400/1251000] [520.7/1000.0] [batch_t 0.483 (0.423)] [data_t 0.015] [optim_t 0.468] [lr 0.001418] [CE 4.468 (4.109)] [KD 3.137 (2.872)] +2024-10-18 09:58:33,459 - Train: 52.07% [651450/1251000] [520.7/1000.0] [batch_t 0.410 (0.431)] [data_t 0.015] [optim_t 0.395] [lr 0.001418] [CE 4.096 (4.154)] [KD 2.883 (2.873)] +2024-10-18 09:58:54,733 - Train: 52.08% [651500/1251000] [520.8/1000.0] [batch_t 0.403 (0.425)] [data_t 0.016] [optim_t 0.387] [lr 0.001418] [CE 3.835 (4.077)] [KD 2.879 (2.815)] +2024-10-18 09:59:16,229 - Train: 52.08% [651550/1251000] [520.8/1000.0] [batch_t 0.425 (0.430)] [data_t 0.016] [optim_t 0.410] [lr 0.001418] [CE 4.294 (4.144)] [KD 2.924 (2.872)] +2024-10-18 09:59:37,387 - Train: 52.09% [651600/1251000] [520.9/1000.0] [batch_t 0.428 (0.423)] [data_t 0.016] [optim_t 0.413] [lr 0.001418] [CE 3.916 (4.112)] [KD 2.682 (2.896)] +2024-10-18 09:59:58,723 - Train: 52.09% [651650/1251000] [520.9/1000.0] [batch_t 0.454 (0.427)] [data_t 0.015] [optim_t 0.439] [lr 0.001418] [CE 4.655 (4.082)] [KD 3.061 (2.839)] +2024-10-18 10:00:19,663 - Train: 52.09% [651700/1251000] [520.9/1000.0] [batch_t 0.389 (0.419)] [data_t 0.015] [optim_t 0.373] [lr 0.001417] [CE 3.815 (4.094)] [KD 2.544 (2.815)] +2024-10-18 10:00:41,484 - Train: 52.10% [651750/1251000] [521.0/1000.0] [batch_t 0.479 (0.436)] [data_t 0.015] [optim_t 0.463] [lr 0.001417] [CE 4.201 (4.061)] [KD 2.864 (2.811)] +2024-10-18 10:01:10,969 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 39002] [top5_cnt 47118] [top_all 50000] +2024-10-18 10:01:10,970 - net: 78.004 (94.236) +2024-10-18 10:01:32,196 - Test (net_E): 100.00% [50/50] [batch_t 0.162 (0.416)] [top1_cnt 40603] [top5_cnt 47805] [top_all 50000] +2024-10-18 10:01:32,196 - net_E: 81.206 (95.610) +2024-10-18 10:01:32,364 - Max [top1: 78.004 (epoch: 521)] [top1-ema: 81.212 (epoch: 520)] +2024-10-18 10:01:32,364 - ==> Total time: 3 days, 10:19:40 Eta: 3 days, 3:41:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 10:01:51,220 - Train: 52.10% [651800/1251000] [521.0/1000.0] [batch_t 0.358 (0.503)] [data_t 0.015] [optim_t 0.343] [lr 0.001417] [CE 4.037 (4.077)] [KD 2.837 (2.835)] +2024-10-18 10:02:12,329 - Train: 52.11% [651850/1251000] [521.1/1000.0] [batch_t 0.408 (0.422)] [data_t 0.015] [optim_t 0.393] [lr 0.001417] [CE 3.999 (4.145)] [KD 2.795 (2.851)] +2024-10-18 10:02:34,956 - Train: 52.11% [651900/1251000] [521.1/1000.0] [batch_t 1.033 (0.452)] [data_t 0.015] [optim_t 1.017] [lr 0.001417] [CE 4.134 (4.023)] [KD 2.744 (2.783)] +2024-10-18 10:02:55,247 - Train: 52.11% [651950/1251000] [521.1/1000.0] [batch_t 0.362 (0.406)] [data_t 0.016] [optim_t 0.346] [lr 0.001416] [CE 4.430 (4.131)] [KD 3.036 (2.850)] +2024-10-18 10:03:15,564 - Train: 52.12% [652000/1251000] [521.2/1000.0] [batch_t 0.362 (0.406)] [data_t 0.015] [optim_t 0.347] [lr 0.001416] [CE 3.699 (4.111)] [KD 2.713 (2.836)] +2024-10-18 10:03:36,397 - Train: 52.12% [652050/1251000] [521.2/1000.0] [batch_t 0.361 (0.417)] [data_t 0.015] [optim_t 0.346] [lr 0.001416] [CE 4.371 (4.157)] [KD 2.879 (2.837)] +2024-10-18 10:03:57,825 - Train: 52.13% [652100/1251000] [521.3/1000.0] [batch_t 0.474 (0.428)] [data_t 0.015] [optim_t 0.459] [lr 0.001416] [CE 4.121 (4.093)] [KD 2.739 (2.799)] +2024-10-18 10:04:19,712 - Train: 52.13% [652150/1251000] [521.3/1000.0] [batch_t 0.419 (0.438)] [data_t 0.015] [optim_t 0.404] [lr 0.001416] [CE 4.817 (4.077)] [KD 3.167 (2.823)] +2024-10-18 10:04:40,889 - Train: 52.13% [652200/1251000] [521.3/1000.0] [batch_t 0.465 (0.423)] [data_t 0.015] [optim_t 0.450] [lr 0.001416] [CE 4.307 (4.132)] [KD 3.009 (2.889)] +2024-10-18 10:05:02,134 - Train: 52.14% [652250/1251000] [521.4/1000.0] [batch_t 0.508 (0.425)] [data_t 0.015] [optim_t 0.493] [lr 0.001415] [CE 4.092 (4.100)] [KD 2.989 (2.818)] +2024-10-18 10:05:23,859 - Train: 52.14% [652300/1251000] [521.4/1000.0] [batch_t 0.453 (0.434)] [data_t 0.015] [optim_t 0.437] [lr 0.001415] [CE 4.119 (4.157)] [KD 2.859 (2.825)] +2024-10-18 10:05:45,454 - Train: 52.15% [652350/1251000] [521.5/1000.0] [batch_t 0.381 (0.432)] [data_t 0.015] [optim_t 0.366] [lr 0.001415] [CE 3.849 (4.027)] [KD 2.804 (2.774)] +2024-10-18 10:06:06,774 - Train: 52.15% [652400/1251000] [521.5/1000.0] [batch_t 0.484 (0.426)] [data_t 0.015] [optim_t 0.468] [lr 0.001415] [CE 4.002 (4.088)] [KD 2.716 (2.845)] +2024-10-18 10:06:27,999 - Train: 52.15% [652450/1251000] [521.5/1000.0] [batch_t 0.398 (0.424)] [data_t 0.015] [optim_t 0.383] [lr 0.001415] [CE 3.857 (4.061)] [KD 2.553 (2.809)] +2024-10-18 10:06:49,502 - Train: 52.16% [652500/1251000] [521.6/1000.0] [batch_t 0.389 (0.430)] [data_t 0.015] [optim_t 0.374] [lr 0.001414] [CE 4.462 (4.123)] [KD 2.991 (2.819)] +2024-10-18 10:07:10,767 - Train: 52.16% [652550/1251000] [521.6/1000.0] [batch_t 0.468 (0.425)] [data_t 0.070] [optim_t 0.399] [lr 0.001414] [CE 3.824 (4.149)] [KD 2.789 (2.832)] +2024-10-18 10:07:32,442 - Train: 52.17% [652600/1251000] [521.7/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.348] [lr 0.001414] [CE 4.490 (4.104)] [KD 2.887 (2.828)] +2024-10-18 10:07:53,544 - Train: 52.17% [652650/1251000] [521.7/1000.0] [batch_t 0.363 (0.422)] [data_t 0.015] [optim_t 0.347] [lr 0.001414] [CE 4.017 (4.085)] [KD 2.817 (2.823)] +2024-10-18 10:08:15,241 - Train: 52.17% [652700/1251000] [521.7/1000.0] [batch_t 0.477 (0.434)] [data_t 0.133] [optim_t 0.344] [lr 0.001414] [CE 4.472 (4.149)] [KD 2.976 (2.831)] +2024-10-18 10:08:36,215 - Train: 52.18% [652750/1251000] [521.8/1000.0] [batch_t 0.469 (0.419)] [data_t 0.127] [optim_t 0.342] [lr 0.001413] [CE 4.098 (4.144)] [KD 2.844 (2.853)] +2024-10-18 10:08:57,601 - Train: 52.18% [652800/1251000] [521.8/1000.0] [batch_t 0.363 (0.428)] [data_t 0.016] [optim_t 0.348] [lr 0.001413] [CE 3.887 (4.124)] [KD 2.791 (2.848)] +2024-10-18 10:09:18,490 - Train: 52.19% [652850/1251000] [521.9/1000.0] [batch_t 0.365 (0.418)] [data_t 0.015] [optim_t 0.350] [lr 0.001413] [CE 3.790 (4.095)] [KD 2.732 (2.818)] +2024-10-18 10:09:39,506 - Train: 52.19% [652900/1251000] [521.9/1000.0] [batch_t 0.415 (0.420)] [data_t 0.071] [optim_t 0.344] [lr 0.001413] [CE 4.221 (4.062)] [KD 2.853 (2.812)] +2024-10-18 10:10:00,500 - Train: 52.19% [652950/1251000] [521.9/1000.0] [batch_t 0.421 (0.420)] [data_t 0.079] [optim_t 0.342] [lr 0.001413] [CE 4.168 (4.127)] [KD 3.030 (2.867)] +2024-10-18 10:10:21,975 - Train: 52.20% [653000/1251000] [522.0/1000.0] [batch_t 0.379 (0.429)] [data_t 0.033] [optim_t 0.346] [lr 0.001413] [CE 3.960 (4.121)] [KD 2.677 (2.834)] +2024-10-18 10:10:52,117 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 39025] [top5_cnt 47152] [top_all 50000] +2024-10-18 10:10:52,118 - net: 78.050 (94.304) +2024-10-18 10:11:13,489 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40610] [top5_cnt 47825] [top_all 50000] +2024-10-18 10:11:13,489 - net_E: 81.220 (95.650) +2024-10-18 10:11:13,669 - Max [top1: 78.050 (epoch: 522)] [top1-ema: 81.220 (epoch: 522)] +2024-10-18 10:11:13,670 - ==> Total time: 3 days, 10:29:22 Eta: 3 days, 3:32:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 10:11:32,240 - Train: 52.20% [653050/1251000] [522.0/1000.0] [batch_t 0.363 (0.469)] [data_t 0.015] [optim_t 0.347] [lr 0.001412] [CE 3.623 (4.026)] [KD 2.543 (2.774)] +2024-10-18 10:11:53,683 - Train: 52.21% [653100/1251000] [522.1/1000.0] [batch_t 0.489 (0.429)] [data_t 0.016] [optim_t 0.473] [lr 0.001412] [CE 4.197 (4.126)] [KD 2.886 (2.799)] +2024-10-18 10:12:15,932 - Train: 52.21% [653150/1251000] [522.1/1000.0] [batch_t 0.455 (0.445)] [data_t 0.015] [optim_t 0.439] [lr 0.001412] [CE 4.605 (4.101)] [KD 3.085 (2.818)] +2024-10-18 10:12:37,975 - Train: 52.21% [653200/1251000] [522.1/1000.0] [batch_t 0.675 (0.441)] [data_t 0.015] [optim_t 0.660] [lr 0.001412] [CE 4.446 (4.112)] [KD 3.049 (2.864)] +2024-10-18 10:12:59,442 - Train: 52.22% [653250/1251000] [522.2/1000.0] [batch_t 0.484 (0.429)] [data_t 0.015] [optim_t 0.468] [lr 0.001412] [CE 3.881 (4.040)] [KD 2.683 (2.802)] +2024-10-18 10:13:20,963 - Train: 52.22% [653300/1251000] [522.2/1000.0] [batch_t 0.419 (0.430)] [data_t 0.016] [optim_t 0.404] [lr 0.001411] [CE 3.910 (4.119)] [KD 2.796 (2.823)] +2024-10-18 10:13:42,583 - Train: 52.23% [653350/1251000] [522.3/1000.0] [batch_t 0.446 (0.432)] [data_t 0.015] [optim_t 0.431] [lr 0.001411] [CE 3.914 (4.051)] [KD 2.768 (2.817)] +2024-10-18 10:14:04,037 - Train: 52.23% [653400/1251000] [522.3/1000.0] [batch_t 0.405 (0.429)] [data_t 0.015] [optim_t 0.390] [lr 0.001411] [CE 4.114 (4.195)] [KD 2.793 (2.895)] +2024-10-18 10:14:25,756 - Train: 52.23% [653450/1251000] [522.3/1000.0] [batch_t 0.394 (0.434)] [data_t 0.015] [optim_t 0.378] [lr 0.001411] [CE 3.673 (4.157)] [KD 2.621 (2.835)] +2024-10-18 10:14:47,093 - Train: 52.24% [653500/1251000] [522.4/1000.0] [batch_t 0.367 (0.427)] [data_t 0.015] [optim_t 0.352] [lr 0.001411] [CE 4.477 (4.092)] [KD 3.055 (2.846)] +2024-10-18 10:15:08,557 - Train: 52.24% [653550/1251000] [522.4/1000.0] [batch_t 0.443 (0.429)] [data_t 0.016] [optim_t 0.428] [lr 0.001410] [CE 4.278 (4.066)] [KD 2.889 (2.794)] +2024-10-18 10:15:29,583 - Train: 52.25% [653600/1251000] [522.5/1000.0] [batch_t 0.366 (0.420)] [data_t 0.015] [optim_t 0.350] [lr 0.001410] [CE 4.409 (4.172)] [KD 2.955 (2.856)] +2024-10-18 10:15:51,014 - Train: 52.25% [653650/1251000] [522.5/1000.0] [batch_t 0.512 (0.429)] [data_t 0.015] [optim_t 0.497] [lr 0.001410] [CE 3.556 (4.106)] [KD 2.743 (2.837)] +2024-10-18 10:16:13,137 - Train: 52.25% [653700/1251000] [522.5/1000.0] [batch_t 0.477 (0.442)] [data_t 0.015] [optim_t 0.462] [lr 0.001410] [CE 4.320 (4.080)] [KD 2.934 (2.854)] +2024-10-18 10:16:35,181 - Train: 52.26% [653750/1251000] [522.6/1000.0] [batch_t 0.402 (0.441)] [data_t 0.016] [optim_t 0.386] [lr 0.001410] [CE 4.502 (4.138)] [KD 2.832 (2.888)] +2024-10-18 10:16:56,792 - Train: 52.26% [653800/1251000] [522.6/1000.0] [batch_t 0.422 (0.432)] [data_t 0.015] [optim_t 0.406] [lr 0.001410] [CE 4.348 (4.127)] [KD 3.095 (2.873)] +2024-10-18 10:17:18,354 - Train: 52.27% [653850/1251000] [522.7/1000.0] [batch_t 0.359 (0.431)] [data_t 0.015] [optim_t 0.344] [lr 0.001409] [CE 3.905 (4.104)] [KD 2.590 (2.837)] +2024-10-18 10:17:39,968 - Train: 52.27% [653900/1251000] [522.7/1000.0] [batch_t 0.430 (0.432)] [data_t 0.015] [optim_t 0.415] [lr 0.001409] [CE 3.540 (4.152)] [KD 2.541 (2.853)] +2024-10-18 10:18:01,770 - Train: 52.27% [653950/1251000] [522.7/1000.0] [batch_t 0.362 (0.436)] [data_t 0.016] [optim_t 0.347] [lr 0.001409] [CE 3.951 (4.133)] [KD 2.740 (2.863)] +2024-10-18 10:18:22,336 - Train: 52.28% [654000/1251000] [522.8/1000.0] [batch_t 0.362 (0.411)] [data_t 0.016] [optim_t 0.346] [lr 0.001409] [CE 3.944 (4.102)] [KD 2.735 (2.847)] +2024-10-18 10:18:43,691 - Train: 52.28% [654050/1251000] [522.8/1000.0] [batch_t 0.409 (0.427)] [data_t 0.015] [optim_t 0.394] [lr 0.001409] [CE 4.160 (4.176)] [KD 2.977 (2.887)] +2024-10-18 10:19:05,616 - Train: 52.29% [654100/1251000] [522.9/1000.0] [batch_t 0.489 (0.438)] [data_t 0.015] [optim_t 0.474] [lr 0.001408] [CE 3.892 (4.122)] [KD 2.660 (2.854)] +2024-10-18 10:19:27,039 - Train: 52.29% [654150/1251000] [522.9/1000.0] [batch_t 0.386 (0.428)] [data_t 0.015] [optim_t 0.371] [lr 0.001408] [CE 4.351 (4.205)] [KD 2.977 (2.878)] +2024-10-18 10:19:48,435 - Train: 52.29% [654200/1251000] [522.9/1000.0] [batch_t 0.368 (0.428)] [data_t 0.015] [optim_t 0.353] [lr 0.001408] [CE 4.060 (4.166)] [KD 2.933 (2.897)] +2024-10-18 10:20:09,641 - Train: 52.30% [654250/1251000] [523.0/1000.0] [batch_t 0.429 (0.424)] [data_t 0.015] [optim_t 0.414] [lr 0.001408] [CE 4.590 (4.112)] [KD 3.101 (2.861)] +2024-10-18 10:20:40,890 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.440)] [top1_cnt 38991] [top5_cnt 47027] [top_all 50000] +2024-10-18 10:20:40,890 - net: 77.982 (94.054) +2024-10-18 10:21:02,166 - Test (net_E): 100.00% [50/50] [batch_t 0.131 (0.420)] [top1_cnt 40594] [top5_cnt 47813] [top_all 50000] +2024-10-18 10:21:02,167 - net_E: 81.188 (95.626) +2024-10-18 10:21:02,377 - Max [top1: 78.050 (epoch: 522)] [top1-ema: 81.220 (epoch: 522)] +2024-10-18 10:21:02,378 - ==> Total time: 3 days, 10:39:10 Eta: 3 days, 3:23:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 10:21:20,308 - Train: 52.30% [654300/1251000] [523.0/1000.0] [batch_t 0.362 (0.500)] [data_t 0.015] [optim_t 0.347] [lr 0.001408] [CE 4.191 (4.186)] [KD 2.931 (2.844)] +2024-10-18 10:21:41,698 - Train: 52.31% [654350/1251000] [523.1/1000.0] [batch_t 0.424 (0.428)] [data_t 0.015] [optim_t 0.409] [lr 0.001408] [CE 4.051 (4.109)] [KD 2.904 (2.850)] +2024-10-18 10:22:03,623 - Train: 52.31% [654400/1251000] [523.1/1000.0] [batch_t 0.391 (0.438)] [data_t 0.015] [optim_t 0.376] [lr 0.001407] [CE 4.336 (4.091)] [KD 2.870 (2.844)] +2024-10-18 10:22:25,344 - Train: 52.31% [654450/1251000] [523.1/1000.0] [batch_t 0.469 (0.434)] [data_t 0.016] [optim_t 0.454] [lr 0.001407] [CE 4.230 (4.163)] [KD 2.915 (2.839)] +2024-10-18 10:22:47,091 - Train: 52.32% [654500/1251000] [523.2/1000.0] [batch_t 0.456 (0.435)] [data_t 0.015] [optim_t 0.440] [lr 0.001407] [CE 4.014 (4.079)] [KD 2.847 (2.834)] +2024-10-18 10:23:08,949 - Train: 52.32% [654550/1251000] [523.2/1000.0] [batch_t 0.455 (0.437)] [data_t 0.015] [optim_t 0.439] [lr 0.001407] [CE 4.538 (4.097)] [KD 3.031 (2.820)] +2024-10-18 10:23:30,932 - Train: 52.33% [654600/1251000] [523.3/1000.0] [batch_t 0.411 (0.440)] [data_t 0.016] [optim_t 0.395] [lr 0.001407] [CE 3.598 (4.107)] [KD 2.578 (2.809)] +2024-10-18 10:23:52,995 - Train: 52.33% [654650/1251000] [523.3/1000.0] [batch_t 0.364 (0.441)] [data_t 0.015] [optim_t 0.348] [lr 0.001406] [CE 3.867 (4.055)] [KD 2.670 (2.801)] +2024-10-18 10:24:13,616 - Train: 52.33% [654700/1251000] [523.3/1000.0] [batch_t 0.502 (0.412)] [data_t 0.015] [optim_t 0.487] [lr 0.001406] [CE 4.110 (4.097)] [KD 2.820 (2.814)] +2024-10-18 10:24:34,290 - Train: 52.34% [654750/1251000] [523.4/1000.0] [batch_t 0.403 (0.413)] [data_t 0.015] [optim_t 0.387] [lr 0.001406] [CE 4.117 (4.058)] [KD 2.750 (2.780)] +2024-10-18 10:24:55,655 - Train: 52.34% [654800/1251000] [523.4/1000.0] [batch_t 0.490 (0.427)] [data_t 0.146] [optim_t 0.344] [lr 0.001406] [CE 4.173 (4.043)] [KD 2.785 (2.773)] +2024-10-18 10:25:17,268 - Train: 52.35% [654850/1251000] [523.5/1000.0] [batch_t 0.448 (0.432)] [data_t 0.104] [optim_t 0.344] [lr 0.001406] [CE 3.774 (4.178)] [KD 2.799 (2.868)] +2024-10-18 10:25:38,598 - Train: 52.35% [654900/1251000] [523.5/1000.0] [batch_t 0.366 (0.426)] [data_t 0.015] [optim_t 0.351] [lr 0.001405] [CE 4.590 (4.084)] [KD 2.753 (2.827)] +2024-10-18 10:25:59,014 - Train: 52.35% [654950/1251000] [523.5/1000.0] [batch_t 0.367 (0.408)] [data_t 0.015] [optim_t 0.352] [lr 0.001405] [CE 3.995 (4.057)] [KD 2.707 (2.791)] +2024-10-18 10:26:20,072 - Train: 52.36% [655000/1251000] [523.6/1000.0] [batch_t 0.366 (0.421)] [data_t 0.015] [optim_t 0.351] [lr 0.001405] [CE 4.073 (4.150)] [KD 2.827 (2.877)] +2024-10-18 10:26:41,236 - Train: 52.36% [655050/1251000] [523.6/1000.0] [batch_t 0.398 (0.423)] [data_t 0.049] [optim_t 0.349] [lr 0.001405] [CE 3.813 (4.081)] [KD 2.703 (2.834)] +2024-10-18 10:27:02,189 - Train: 52.37% [655100/1251000] [523.7/1000.0] [batch_t 0.425 (0.419)] [data_t 0.079] [optim_t 0.346] [lr 0.001405] [CE 4.415 (4.128)] [KD 3.070 (2.885)] +2024-10-18 10:27:23,062 - Train: 52.37% [655150/1251000] [523.7/1000.0] [batch_t 0.421 (0.417)] [data_t 0.078] [optim_t 0.343] [lr 0.001405] [CE 3.931 (4.142)] [KD 2.781 (2.887)] +2024-10-18 10:27:43,774 - Train: 52.37% [655200/1251000] [523.7/1000.0] [batch_t 0.365 (0.414)] [data_t 0.016] [optim_t 0.349] [lr 0.001404] [CE 4.543 (4.134)] [KD 2.904 (2.872)] +2024-10-18 10:28:04,379 - Train: 52.38% [655250/1251000] [523.8/1000.0] [batch_t 0.363 (0.412)] [data_t 0.015] [optim_t 0.348] [lr 0.001404] [CE 4.259 (4.079)] [KD 2.896 (2.872)] +2024-10-18 10:28:25,074 - Train: 52.38% [655300/1251000] [523.8/1000.0] [batch_t 0.362 (0.414)] [data_t 0.015] [optim_t 0.346] [lr 0.001404] [CE 4.479 (4.131)] [KD 3.165 (2.862)] +2024-10-18 10:28:46,158 - Train: 52.39% [655350/1251000] [523.9/1000.0] [batch_t 0.407 (0.422)] [data_t 0.015] [optim_t 0.392] [lr 0.001404] [CE 4.378 (4.090)] [KD 2.949 (2.825)] +2024-10-18 10:29:06,889 - Train: 52.39% [655400/1251000] [523.9/1000.0] [batch_t 0.365 (0.415)] [data_t 0.015] [optim_t 0.349] [lr 0.001404] [CE 4.149 (4.148)] [KD 2.948 (2.895)] +2024-10-18 10:29:28,563 - Train: 52.39% [655450/1251000] [523.9/1000.0] [batch_t 0.440 (0.433)] [data_t 0.099] [optim_t 0.341] [lr 0.001403] [CE 3.970 (4.070)] [KD 2.877 (2.862)] +2024-10-18 10:29:49,010 - Train: 52.40% [655500/1251000] [524.0/1000.0] [batch_t 0.392 (0.409)] [data_t 0.049] [optim_t 0.343] [lr 0.001403] [CE 4.181 (4.081)] [KD 2.943 (2.867)] +2024-10-18 10:30:22,100 - Test (net): 100.00% [50/50] [batch_t 0.147 (0.472)] [top1_cnt 39011] [top5_cnt 47078] [top_all 50000] +2024-10-18 10:30:22,101 - net: 78.022 (94.156) +2024-10-18 10:30:44,831 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.447)] [top1_cnt 40588] [top5_cnt 47816] [top_all 50000] +2024-10-18 10:30:44,831 - net_E: 81.176 (95.632) +2024-10-18 10:30:44,978 - Max [top1: 78.050 (epoch: 522)] [top1-ema: 81.220 (epoch: 522)] +2024-10-18 10:30:44,978 - ==> Total time: 3 days, 10:48:53 Eta: 3 days, 3:13:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 10:31:00,823 - Train: 52.40% [655550/1251000] [524.0/1000.0] [batch_t 0.359 (0.536)] [data_t 0.016] [optim_t 0.344] [lr 0.001403] [CE 4.888 (4.053)] [KD 3.085 (2.783)] +2024-10-18 10:31:22,208 - Train: 52.41% [655600/1251000] [524.1/1000.0] [batch_t 0.458 (0.428)] [data_t 0.015] [optim_t 0.443] [lr 0.001403] [CE 3.769 (4.183)] [KD 2.568 (2.829)] +2024-10-18 10:31:43,964 - Train: 52.41% [655650/1251000] [524.1/1000.0] [batch_t 0.364 (0.435)] [data_t 0.015] [optim_t 0.349] [lr 0.001403] [CE 4.561 (4.070)] [KD 3.315 (2.802)] +2024-10-18 10:32:05,602 - Train: 52.41% [655700/1251000] [524.1/1000.0] [batch_t 0.436 (0.433)] [data_t 0.015] [optim_t 0.421] [lr 0.001402] [CE 4.244 (4.069)] [KD 3.166 (2.833)] +2024-10-18 10:32:27,379 - Train: 52.42% [655750/1251000] [524.2/1000.0] [batch_t 0.396 (0.435)] [data_t 0.015] [optim_t 0.381] [lr 0.001402] [CE 4.262 (4.073)] [KD 2.933 (2.815)] +2024-10-18 10:32:49,149 - Train: 52.42% [655800/1251000] [524.2/1000.0] [batch_t 0.361 (0.435)] [data_t 0.015] [optim_t 0.345] [lr 0.001402] [CE 3.959 (4.127)] [KD 2.727 (2.829)] +2024-10-18 10:33:11,074 - Train: 52.43% [655850/1251000] [524.3/1000.0] [batch_t 0.362 (0.438)] [data_t 0.016] [optim_t 0.347] [lr 0.001402] [CE 3.973 (4.115)] [KD 2.939 (2.844)] +2024-10-18 10:33:32,563 - Train: 52.43% [655900/1251000] [524.3/1000.0] [batch_t 0.475 (0.430)] [data_t 0.015] [optim_t 0.460] [lr 0.001402] [CE 4.213 (4.143)] [KD 2.872 (2.867)] +2024-10-18 10:33:54,705 - Train: 52.43% [655950/1251000] [524.3/1000.0] [batch_t 0.605 (0.443)] [data_t 0.015] [optim_t 0.590] [lr 0.001402] [CE 4.049 (4.123)] [KD 2.771 (2.864)] +2024-10-18 10:34:15,868 - Train: 52.44% [656000/1251000] [524.4/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.348] [lr 0.001401] [CE 4.046 (4.188)] [KD 3.025 (2.885)] +2024-10-18 10:34:37,103 - Train: 52.44% [656050/1251000] [524.4/1000.0] [batch_t 0.458 (0.425)] [data_t 0.015] [optim_t 0.442] [lr 0.001401] [CE 4.063 (4.032)] [KD 2.778 (2.807)] +2024-10-18 10:34:58,895 - Train: 52.45% [656100/1251000] [524.5/1000.0] [batch_t 0.427 (0.436)] [data_t 0.015] [optim_t 0.412] [lr 0.001401] [CE 4.002 (4.102)] [KD 2.823 (2.856)] +2024-10-18 10:35:20,875 - Train: 52.45% [656150/1251000] [524.5/1000.0] [batch_t 0.441 (0.439)] [data_t 0.015] [optim_t 0.425] [lr 0.001401] [CE 4.198 (4.044)] [KD 2.982 (2.787)] +2024-10-18 10:35:42,352 - Train: 52.45% [656200/1251000] [524.5/1000.0] [batch_t 0.400 (0.429)] [data_t 0.015] [optim_t 0.385] [lr 0.001401] [CE 3.891 (4.114)] [KD 2.690 (2.838)] +2024-10-18 10:36:04,083 - Train: 52.46% [656250/1251000] [524.6/1000.0] [batch_t 0.518 (0.435)] [data_t 0.015] [optim_t 0.503] [lr 0.001400] [CE 3.633 (4.062)] [KD 2.547 (2.812)] +2024-10-18 10:36:25,971 - Train: 52.46% [656300/1251000] [524.6/1000.0] [batch_t 0.442 (0.438)] [data_t 0.015] [optim_t 0.427] [lr 0.001400] [CE 4.379 (4.111)] [KD 3.034 (2.871)] +2024-10-18 10:36:47,607 - Train: 52.47% [656350/1251000] [524.7/1000.0] [batch_t 0.408 (0.433)] [data_t 0.015] [optim_t 0.393] [lr 0.001400] [CE 4.214 (4.174)] [KD 2.754 (2.886)] +2024-10-18 10:37:09,015 - Train: 52.47% [656400/1251000] [524.7/1000.0] [batch_t 0.436 (0.428)] [data_t 0.015] [optim_t 0.420] [lr 0.001400] [CE 4.084 (4.043)] [KD 2.727 (2.834)] +2024-10-18 10:37:31,083 - Train: 52.47% [656450/1251000] [524.7/1000.0] [batch_t 0.458 (0.441)] [data_t 0.015] [optim_t 0.442] [lr 0.001400] [CE 4.400 (4.064)] [KD 2.977 (2.831)] +2024-10-18 10:37:52,827 - Train: 52.48% [656500/1251000] [524.8/1000.0] [batch_t 0.365 (0.435)] [data_t 0.015] [optim_t 0.349] [lr 0.001400] [CE 4.685 (4.116)] [KD 2.994 (2.824)] +2024-10-18 10:38:14,794 - Train: 52.48% [656550/1251000] [524.8/1000.0] [batch_t 0.390 (0.439)] [data_t 0.015] [optim_t 0.375] [lr 0.001399] [CE 3.774 (4.107)] [KD 2.666 (2.825)] +2024-10-18 10:38:34,881 - Train: 52.49% [656600/1251000] [524.9/1000.0] [batch_t 0.410 (0.402)] [data_t 0.016] [optim_t 0.394] [lr 0.001399] [CE 4.140 (4.125)] [KD 3.022 (2.829)] +2024-10-18 10:38:55,879 - Train: 52.49% [656650/1251000] [524.9/1000.0] [batch_t 0.417 (0.420)] [data_t 0.016] [optim_t 0.401] [lr 0.001399] [CE 4.134 (4.076)] [KD 2.974 (2.817)] +2024-10-18 10:39:17,030 - Train: 52.49% [656700/1251000] [524.9/1000.0] [batch_t 0.465 (0.423)] [data_t 0.015] [optim_t 0.449] [lr 0.001399] [CE 3.813 (4.065)] [KD 2.626 (2.812)] +2024-10-18 10:39:38,020 - Train: 52.50% [656750/1251000] [525.0/1000.0] [batch_t 0.367 (0.420)] [data_t 0.016] [optim_t 0.351] [lr 0.001399] [CE 4.051 (4.100)] [KD 2.703 (2.849)] +2024-10-18 10:40:09,755 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.434)] [top1_cnt 38934] [top5_cnt 47157] [top_all 50000] +2024-10-18 10:40:09,756 - net: 77.868 (94.314) +2024-10-18 10:40:31,471 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.427)] [top1_cnt 40600] [top5_cnt 47841] [top_all 50000] +2024-10-18 10:40:31,471 - net_E: 81.200 (95.682) +2024-10-18 10:40:31,660 - Max [top1: 78.050 (epoch: 522)] [top1-ema: 81.220 (epoch: 522)] +2024-10-18 10:40:31,661 - ==> Total time: 3 days, 10:58:40 Eta: 3 days, 3:04:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 10:40:48,774 - Train: 52.50% [656800/1251000] [525.0/1000.0] [batch_t 0.367 (0.531)] [data_t 0.015] [optim_t 0.352] [lr 0.001398] [CE 4.299 (4.008)] [KD 2.743 (2.816)] +2024-10-18 10:41:09,334 - Train: 52.51% [656850/1251000] [525.1/1000.0] [batch_t 0.399 (0.411)] [data_t 0.054] [optim_t 0.345] [lr 0.001398] [CE 3.966 (4.042)] [KD 2.906 (2.820)] +2024-10-18 10:41:31,184 - Train: 52.51% [656900/1251000] [525.1/1000.0] [batch_t 0.429 (0.437)] [data_t 0.015] [optim_t 0.414] [lr 0.001398] [CE 4.088 (4.104)] [KD 2.992 (2.825)] +2024-10-18 10:41:53,564 - Train: 52.51% [656950/1251000] [525.1/1000.0] [batch_t 0.416 (0.444)] [data_t 0.016] [optim_t 0.400] [lr 0.001398] [CE 4.303 (4.032)] [KD 2.886 (2.803)] +2024-10-18 10:42:15,707 - Train: 52.52% [657000/1251000] [525.2/1000.0] [batch_t 0.387 (0.443)] [data_t 0.015] [optim_t 0.371] [lr 0.001398] [CE 4.227 (4.106)] [KD 3.129 (2.858)] +2024-10-18 10:42:37,786 - Train: 52.52% [657050/1251000] [525.2/1000.0] [batch_t 0.432 (0.441)] [data_t 0.015] [optim_t 0.417] [lr 0.001397] [CE 4.569 (4.087)] [KD 2.986 (2.807)] +2024-10-18 10:42:59,584 - Train: 52.53% [657100/1251000] [525.3/1000.0] [batch_t 0.481 (0.436)] [data_t 0.015] [optim_t 0.465] [lr 0.001397] [CE 4.223 (4.090)] [KD 2.793 (2.856)] +2024-10-18 10:43:21,563 - Train: 52.53% [657150/1251000] [525.3/1000.0] [batch_t 0.400 (0.439)] [data_t 0.015] [optim_t 0.384] [lr 0.001397] [CE 4.045 (4.110)] [KD 2.961 (2.850)] +2024-10-18 10:43:42,927 - Train: 52.53% [657200/1251000] [525.3/1000.0] [batch_t 0.381 (0.427)] [data_t 0.016] [optim_t 0.365] [lr 0.001397] [CE 4.125 (4.137)] [KD 2.861 (2.878)] +2024-10-18 10:44:04,431 - Train: 52.54% [657250/1251000] [525.4/1000.0] [batch_t 0.375 (0.430)] [data_t 0.015] [optim_t 0.360] [lr 0.001397] [CE 3.965 (4.130)] [KD 2.900 (2.843)] +2024-10-18 10:44:26,344 - Train: 52.54% [657300/1251000] [525.4/1000.0] [batch_t 0.404 (0.438)] [data_t 0.015] [optim_t 0.389] [lr 0.001397] [CE 3.840 (4.126)] [KD 2.734 (2.859)] +2024-10-18 10:44:47,790 - Train: 52.55% [657350/1251000] [525.5/1000.0] [batch_t 0.438 (0.429)] [data_t 0.016] [optim_t 0.422] [lr 0.001396] [CE 4.410 (4.111)] [KD 3.070 (2.827)] +2024-10-18 10:45:09,666 - Train: 52.55% [657400/1251000] [525.5/1000.0] [batch_t 0.474 (0.437)] [data_t 0.015] [optim_t 0.459] [lr 0.001396] [CE 4.595 (4.065)] [KD 2.875 (2.790)] +2024-10-18 10:45:31,632 - Train: 52.55% [657450/1251000] [525.5/1000.0] [batch_t 0.433 (0.439)] [data_t 0.015] [optim_t 0.417] [lr 0.001396] [CE 3.860 (4.056)] [KD 2.854 (2.796)] +2024-10-18 10:45:53,503 - Train: 52.56% [657500/1251000] [525.6/1000.0] [batch_t 0.497 (0.437)] [data_t 0.015] [optim_t 0.482] [lr 0.001396] [CE 4.487 (4.158)] [KD 3.027 (2.878)] +2024-10-18 10:46:15,505 - Train: 52.56% [657550/1251000] [525.6/1000.0] [batch_t 0.408 (0.440)] [data_t 0.015] [optim_t 0.393] [lr 0.001396] [CE 3.674 (4.153)] [KD 2.581 (2.860)] +2024-10-18 10:46:37,709 - Train: 52.57% [657600/1251000] [525.7/1000.0] [batch_t 0.387 (0.444)] [data_t 0.016] [optim_t 0.371] [lr 0.001395] [CE 3.715 (4.112)] [KD 2.630 (2.814)] +2024-10-18 10:46:59,479 - Train: 52.57% [657650/1251000] [525.7/1000.0] [batch_t 0.411 (0.435)] [data_t 0.015] [optim_t 0.396] [lr 0.001395] [CE 3.965 (4.079)] [KD 2.810 (2.793)] +2024-10-18 10:47:21,267 - Train: 52.57% [657700/1251000] [525.7/1000.0] [batch_t 0.413 (0.436)] [data_t 0.015] [optim_t 0.398] [lr 0.001395] [CE 4.283 (4.144)] [KD 2.855 (2.828)] +2024-10-18 10:47:43,015 - Train: 52.58% [657750/1251000] [525.8/1000.0] [batch_t 0.419 (0.435)] [data_t 0.015] [optim_t 0.404] [lr 0.001395] [CE 4.473 (4.138)] [KD 2.877 (2.790)] +2024-10-18 10:48:04,385 - Train: 52.58% [657800/1251000] [525.8/1000.0] [batch_t 0.437 (0.427)] [data_t 0.015] [optim_t 0.421] [lr 0.001395] [CE 4.641 (4.100)] [KD 3.145 (2.813)] +2024-10-18 10:48:26,084 - Train: 52.59% [657850/1251000] [525.9/1000.0] [batch_t 0.399 (0.434)] [data_t 0.015] [optim_t 0.383] [lr 0.001394] [CE 4.238 (4.156)] [KD 2.932 (2.895)] +2024-10-18 10:48:47,671 - Train: 52.59% [657900/1251000] [525.9/1000.0] [batch_t 0.491 (0.432)] [data_t 0.016] [optim_t 0.475] [lr 0.001394] [CE 4.226 (4.044)] [KD 2.837 (2.817)] +2024-10-18 10:49:09,355 - Train: 52.59% [657950/1251000] [525.9/1000.0] [batch_t 0.453 (0.434)] [data_t 0.015] [optim_t 0.437] [lr 0.001394] [CE 4.161 (4.125)] [KD 2.843 (2.840)] +2024-10-18 10:49:31,404 - Train: 52.60% [658000/1251000] [526.0/1000.0] [batch_t 0.415 (0.441)] [data_t 0.015] [optim_t 0.400] [lr 0.001394] [CE 3.751 (4.100)] [KD 2.673 (2.837)] +2024-10-18 10:50:04,083 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 38958] [top5_cnt 47119] [top_all 50000] +2024-10-18 10:50:04,084 - net: 77.916 (94.238) +2024-10-18 10:50:26,397 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.440)] [top1_cnt 40596] [top5_cnt 47854] [top_all 50000] +2024-10-18 10:50:26,398 - net_E: 81.192 (95.708) +2024-10-18 10:50:26,537 - Max [top1: 78.050 (epoch: 522)] [top1-ema: 81.220 (epoch: 522)] +2024-10-18 10:50:26,537 - ==> Total time: 3 days, 11:08:35 Eta: 3 days, 2:55:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 10:50:41,803 - Train: 52.60% [658050/1251000] [526.0/1000.0] [batch_t 0.361 (0.570)] [data_t 0.015] [optim_t 0.345] [lr 0.001394] [CE 4.279 (3.997)] [KD 2.881 (2.806)] +2024-10-18 10:51:02,272 - Train: 52.61% [658100/1251000] [526.1/1000.0] [batch_t 0.435 (0.409)] [data_t 0.015] [optim_t 0.420] [lr 0.001394] [CE 3.911 (4.050)] [KD 2.643 (2.761)] +2024-10-18 10:51:23,491 - Train: 52.61% [658150/1251000] [526.1/1000.0] [batch_t 0.487 (0.424)] [data_t 0.015] [optim_t 0.471] [lr 0.001393] [CE 4.120 (4.189)] [KD 2.641 (2.850)] +2024-10-18 10:51:45,421 - Train: 52.61% [658200/1251000] [526.1/1000.0] [batch_t 0.355 (0.438)] [data_t 0.015] [optim_t 0.339] [lr 0.001393] [CE 4.059 (4.110)] [KD 2.892 (2.800)] +2024-10-18 10:52:05,847 - Train: 52.62% [658250/1251000] [526.2/1000.0] [batch_t 0.362 (0.408)] [data_t 0.015] [optim_t 0.347] [lr 0.001393] [CE 3.717 (4.083)] [KD 2.444 (2.816)] +2024-10-18 10:52:26,717 - Train: 52.62% [658300/1251000] [526.2/1000.0] [batch_t 0.476 (0.417)] [data_t 0.016] [optim_t 0.460] [lr 0.001393] [CE 4.327 (4.122)] [KD 2.920 (2.839)] +2024-10-18 10:52:47,903 - Train: 52.63% [658350/1251000] [526.3/1000.0] [batch_t 0.451 (0.424)] [data_t 0.015] [optim_t 0.436] [lr 0.001393] [CE 4.177 (4.091)] [KD 2.838 (2.830)] +2024-10-18 10:53:09,562 - Train: 52.63% [658400/1251000] [526.3/1000.0] [batch_t 0.508 (0.433)] [data_t 0.015] [optim_t 0.493] [lr 0.001392] [CE 3.818 (4.114)] [KD 2.617 (2.821)] +2024-10-18 10:53:30,250 - Train: 52.63% [658450/1251000] [526.3/1000.0] [batch_t 0.442 (0.414)] [data_t 0.015] [optim_t 0.427] [lr 0.001392] [CE 4.464 (4.140)] [KD 3.141 (2.859)] +2024-10-18 10:53:51,714 - Train: 52.64% [658500/1251000] [526.4/1000.0] [batch_t 0.458 (0.429)] [data_t 0.015] [optim_t 0.442] [lr 0.001392] [CE 4.589 (4.129)] [KD 3.097 (2.807)] +2024-10-18 10:54:12,301 - Train: 52.64% [658550/1251000] [526.4/1000.0] [batch_t 0.433 (0.412)] [data_t 0.015] [optim_t 0.418] [lr 0.001392] [CE 4.017 (4.044)] [KD 2.896 (2.810)] +2024-10-18 10:54:33,540 - Train: 52.65% [658600/1251000] [526.5/1000.0] [batch_t 0.377 (0.425)] [data_t 0.015] [optim_t 0.362] [lr 0.001392] [CE 4.316 (4.137)] [KD 2.903 (2.834)] +2024-10-18 10:54:54,491 - Train: 52.65% [658650/1251000] [526.5/1000.0] [batch_t 0.360 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.001392] [CE 4.108 (4.015)] [KD 2.783 (2.788)] +2024-10-18 10:55:14,610 - Train: 52.65% [658700/1251000] [526.5/1000.0] [batch_t 0.462 (0.402)] [data_t 0.015] [optim_t 0.446] [lr 0.001391] [CE 4.070 (4.109)] [KD 2.744 (2.819)] +2024-10-18 10:55:35,783 - Train: 52.66% [658750/1251000] [526.6/1000.0] [batch_t 0.493 (0.423)] [data_t 0.015] [optim_t 0.477] [lr 0.001391] [CE 4.385 (4.134)] [KD 2.971 (2.851)] +2024-10-18 10:55:57,141 - Train: 52.66% [658800/1251000] [526.6/1000.0] [batch_t 0.444 (0.427)] [data_t 0.015] [optim_t 0.428] [lr 0.001391] [CE 4.084 (4.081)] [KD 2.842 (2.787)] +2024-10-18 10:56:18,738 - Train: 52.67% [658850/1251000] [526.7/1000.0] [batch_t 0.458 (0.432)] [data_t 0.016] [optim_t 0.443] [lr 0.001391] [CE 4.584 (4.120)] [KD 3.169 (2.840)] +2024-10-18 10:56:39,789 - Train: 52.67% [658900/1251000] [526.7/1000.0] [batch_t 0.379 (0.421)] [data_t 0.015] [optim_t 0.363] [lr 0.001391] [CE 4.600 (4.139)] [KD 3.004 (2.849)] +2024-10-18 10:57:00,949 - Train: 52.67% [658950/1251000] [526.7/1000.0] [batch_t 0.410 (0.423)] [data_t 0.015] [optim_t 0.395] [lr 0.001390] [CE 4.425 (4.142)] [KD 3.036 (2.852)] +2024-10-18 10:57:22,675 - Train: 52.68% [659000/1251000] [526.8/1000.0] [batch_t 0.366 (0.434)] [data_t 0.015] [optim_t 0.350] [lr 0.001390] [CE 3.410 (4.098)] [KD 2.486 (2.842)] +2024-10-18 10:57:43,368 - Train: 52.68% [659050/1251000] [526.8/1000.0] [batch_t 0.415 (0.414)] [data_t 0.015] [optim_t 0.399] [lr 0.001390] [CE 3.705 (4.019)] [KD 2.676 (2.772)] +2024-10-18 10:58:03,914 - Train: 52.69% [659100/1251000] [526.9/1000.0] [batch_t 0.422 (0.411)] [data_t 0.015] [optim_t 0.407] [lr 0.001390] [CE 3.747 (4.158)] [KD 2.673 (2.884)] +2024-10-18 10:58:24,482 - Train: 52.69% [659150/1251000] [526.9/1000.0] [batch_t 0.498 (0.411)] [data_t 0.015] [optim_t 0.483] [lr 0.001390] [CE 3.954 (4.155)] [KD 2.748 (2.885)] +2024-10-18 10:58:45,595 - Train: 52.69% [659200/1251000] [526.9/1000.0] [batch_t 0.392 (0.422)] [data_t 0.016] [optim_t 0.376] [lr 0.001389] [CE 4.167 (4.106)] [KD 2.814 (2.824)] +2024-10-18 10:59:06,832 - Train: 52.70% [659250/1251000] [527.0/1000.0] [batch_t 0.407 (0.425)] [data_t 0.015] [optim_t 0.391] [lr 0.001389] [CE 3.899 (4.114)] [KD 2.810 (2.821)] +2024-10-18 10:59:40,089 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.445)] [top1_cnt 38721] [top5_cnt 46962] [top_all 50000] +2024-10-18 10:59:40,090 - net: 77.442 (93.924) +2024-10-18 11:00:02,693 - Test (net_E): 100.00% [50/50] [batch_t 0.181 (0.445)] [top1_cnt 40612] [top5_cnt 47843] [top_all 50000] +2024-10-18 11:00:02,694 - net_E: 81.224 (95.686) +2024-10-18 11:00:02,865 - Max [top1: 78.050 (epoch: 522)] [top1-ema: 81.224 (epoch: 527)] +2024-10-18 11:00:02,865 - ==> Total time: 3 days, 11:18:11 Eta: 3 days, 2:46:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 11:00:21,443 - Train: 52.70% [659300/1251000] [527.0/1000.0] [batch_t 0.363 (0.453)] [data_t 0.015] [optim_t 0.347] [lr 0.001389] [CE 4.235 (4.080)] [KD 2.849 (2.827)] +2024-10-18 11:00:42,472 - Train: 52.71% [659350/1251000] [527.1/1000.0] [batch_t 0.399 (0.420)] [data_t 0.055] [optim_t 0.344] [lr 0.001389] [CE 3.982 (4.046)] [KD 2.759 (2.789)] +2024-10-18 11:01:03,387 - Train: 52.71% [659400/1251000] [527.1/1000.0] [batch_t 0.397 (0.418)] [data_t 0.051] [optim_t 0.346] [lr 0.001389] [CE 4.317 (4.115)] [KD 2.921 (2.832)] +2024-10-18 11:01:24,974 - Train: 52.71% [659450/1251000] [527.1/1000.0] [batch_t 0.430 (0.432)] [data_t 0.087] [optim_t 0.343] [lr 0.001389] [CE 4.016 (4.117)] [KD 2.742 (2.866)] +2024-10-18 11:01:46,469 - Train: 52.72% [659500/1251000] [527.2/1000.0] [batch_t 0.426 (0.430)] [data_t 0.083] [optim_t 0.343] [lr 0.001388] [CE 3.714 (4.050)] [KD 2.633 (2.807)] +2024-10-18 11:02:07,795 - Train: 52.72% [659550/1251000] [527.2/1000.0] [batch_t 0.389 (0.426)] [data_t 0.046] [optim_t 0.343] [lr 0.001388] [CE 3.943 (4.084)] [KD 2.694 (2.833)] +2024-10-18 11:02:29,771 - Train: 52.73% [659600/1251000] [527.3/1000.0] [batch_t 0.432 (0.439)] [data_t 0.089] [optim_t 0.343] [lr 0.001388] [CE 4.605 (4.186)] [KD 3.176 (2.856)] +2024-10-18 11:02:51,326 - Train: 52.73% [659650/1251000] [527.3/1000.0] [batch_t 0.449 (0.431)] [data_t 0.106] [optim_t 0.343] [lr 0.001388] [CE 3.991 (4.057)] [KD 2.702 (2.801)] +2024-10-18 11:03:13,230 - Train: 52.73% [659700/1251000] [527.3/1000.0] [batch_t 0.424 (0.438)] [data_t 0.079] [optim_t 0.345] [lr 0.001388] [CE 3.837 (4.053)] [KD 2.712 (2.795)] +2024-10-18 11:03:35,135 - Train: 52.74% [659750/1251000] [527.4/1000.0] [batch_t 0.421 (0.438)] [data_t 0.076] [optim_t 0.345] [lr 0.001387] [CE 4.484 (4.065)] [KD 3.028 (2.787)] +2024-10-18 11:03:56,619 - Train: 52.74% [659800/1251000] [527.4/1000.0] [batch_t 0.440 (0.430)] [data_t 0.097] [optim_t 0.344] [lr 0.001387] [CE 4.642 (4.156)] [KD 3.034 (2.872)] +2024-10-18 11:04:18,588 - Train: 52.75% [659850/1251000] [527.5/1000.0] [batch_t 0.451 (0.439)] [data_t 0.100] [optim_t 0.351] [lr 0.001387] [CE 4.179 (4.136)] [KD 2.893 (2.830)] +2024-10-18 11:04:40,375 - Train: 52.75% [659900/1251000] [527.5/1000.0] [batch_t 0.402 (0.436)] [data_t 0.059] [optim_t 0.343] [lr 0.001387] [CE 4.024 (4.073)] [KD 2.869 (2.846)] +2024-10-18 11:05:01,850 - Train: 52.75% [659950/1251000] [527.5/1000.0] [batch_t 0.493 (0.429)] [data_t 0.145] [optim_t 0.348] [lr 0.001387] [CE 4.149 (4.084)] [KD 2.695 (2.842)] +2024-10-18 11:05:22,511 - Train: 52.76% [660000/1251000] [527.6/1000.0] [batch_t 0.437 (0.413)] [data_t 0.092] [optim_t 0.345] [lr 0.001387] [CE 3.891 (4.134)] [KD 2.746 (2.868)] +2024-10-18 11:05:43,484 - Train: 52.76% [660050/1251000] [527.6/1000.0] [batch_t 0.459 (0.419)] [data_t 0.110] [optim_t 0.349] [lr 0.001386] [CE 3.916 (4.079)] [KD 2.466 (2.800)] +2024-10-18 11:06:04,814 - Train: 52.77% [660100/1251000] [527.7/1000.0] [batch_t 0.365 (0.426)] [data_t 0.015] [optim_t 0.349] [lr 0.001386] [CE 4.708 (4.136)] [KD 2.973 (2.844)] +2024-10-18 11:06:25,887 - Train: 52.77% [660150/1251000] [527.7/1000.0] [batch_t 0.549 (0.421)] [data_t 0.206] [optim_t 0.343] [lr 0.001386] [CE 3.804 (4.129)] [KD 2.816 (2.835)] +2024-10-18 11:06:47,747 - Train: 52.77% [660200/1251000] [527.7/1000.0] [batch_t 0.438 (0.437)] [data_t 0.076] [optim_t 0.362] [lr 0.001386] [CE 4.420 (4.132)] [KD 3.078 (2.810)] +2024-10-18 11:07:09,329 - Train: 52.78% [660250/1251000] [527.8/1000.0] [batch_t 0.382 (0.432)] [data_t 0.015] [optim_t 0.366] [lr 0.001386] [CE 3.680 (4.096)] [KD 2.567 (2.847)] +2024-10-18 11:07:31,109 - Train: 52.78% [660300/1251000] [527.8/1000.0] [batch_t 0.451 (0.435)] [data_t 0.015] [optim_t 0.435] [lr 0.001385] [CE 4.161 (4.127)] [KD 2.833 (2.837)] +2024-10-18 11:07:52,706 - Train: 52.79% [660350/1251000] [527.9/1000.0] [batch_t 0.400 (0.432)] [data_t 0.015] [optim_t 0.385] [lr 0.001385] [CE 3.858 (4.073)] [KD 2.803 (2.826)] +2024-10-18 11:08:14,431 - Train: 52.79% [660400/1251000] [527.9/1000.0] [batch_t 0.470 (0.434)] [data_t 0.016] [optim_t 0.454] [lr 0.001385] [CE 3.558 (4.111)] [KD 2.727 (2.847)] +2024-10-18 11:08:36,298 - Train: 52.79% [660450/1251000] [527.9/1000.0] [batch_t 0.522 (0.437)] [data_t 0.015] [optim_t 0.506] [lr 0.001385] [CE 4.269 (4.160)] [KD 2.776 (2.836)] +2024-10-18 11:08:57,654 - Train: 52.80% [660500/1251000] [528.0/1000.0] [batch_t 0.374 (0.427)] [data_t 0.015] [optim_t 0.359] [lr 0.001385] [CE 3.893 (4.096)] [KD 2.651 (2.809)] +2024-10-18 11:09:30,062 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 38982] [top5_cnt 47139] [top_all 50000] +2024-10-18 11:09:30,063 - net: 77.964 (94.278) +2024-10-18 11:09:51,719 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40613] [top5_cnt 47846] [top_all 50000] +2024-10-18 11:09:51,719 - net_E: 81.226 (95.692) +2024-10-18 11:09:51,875 - Max [top1: 78.050 (epoch: 522)] [top1-ema: 81.226 (epoch: 528)] +2024-10-18 11:09:51,875 - ==> Total time: 3 days, 11:28:00 Eta: 3 days, 2:36:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 11:10:07,710 - Train: 52.80% [660550/1251000] [528.0/1000.0] [batch_t 0.366 (0.523)] [data_t 0.016] [optim_t 0.351] [lr 0.001384] [CE 4.350 (4.128)] [KD 3.081 (2.849)] +2024-10-18 11:10:28,323 - Train: 52.81% [660600/1251000] [528.1/1000.0] [batch_t 0.415 (0.412)] [data_t 0.015] [optim_t 0.400] [lr 0.001384] [CE 4.461 (4.081)] [KD 3.073 (2.777)] +2024-10-18 11:10:50,869 - Train: 52.81% [660650/1251000] [528.1/1000.0] [batch_t 0.393 (0.451)] [data_t 0.015] [optim_t 0.378] [lr 0.001384] [CE 3.856 (4.143)] [KD 2.719 (2.843)] +2024-10-18 11:11:11,338 - Train: 52.81% [660700/1251000] [528.1/1000.0] [batch_t 0.371 (0.409)] [data_t 0.015] [optim_t 0.355] [lr 0.001384] [CE 4.054 (4.077)] [KD 2.964 (2.817)] +2024-10-18 11:11:32,190 - Train: 52.82% [660750/1251000] [528.2/1000.0] [batch_t 0.473 (0.417)] [data_t 0.015] [optim_t 0.457] [lr 0.001384] [CE 4.253 (4.105)] [KD 2.827 (2.776)] +2024-10-18 11:11:53,240 - Train: 52.82% [660800/1251000] [528.2/1000.0] [batch_t 0.364 (0.421)] [data_t 0.015] [optim_t 0.348] [lr 0.001384] [CE 3.988 (4.086)] [KD 2.617 (2.802)] +2024-10-18 11:12:14,369 - Train: 52.83% [660850/1251000] [528.3/1000.0] [batch_t 0.364 (0.422)] [data_t 0.015] [optim_t 0.349] [lr 0.001383] [CE 4.406 (4.073)] [KD 2.773 (2.786)] +2024-10-18 11:12:35,898 - Train: 52.83% [660900/1251000] [528.3/1000.0] [batch_t 0.477 (0.430)] [data_t 0.015] [optim_t 0.462] [lr 0.001383] [CE 4.595 (4.099)] [KD 3.257 (2.826)] +2024-10-18 11:12:57,198 - Train: 52.83% [660950/1251000] [528.3/1000.0] [batch_t 0.430 (0.426)] [data_t 0.015] [optim_t 0.414] [lr 0.001383] [CE 4.198 (4.083)] [KD 2.986 (2.800)] +2024-10-18 11:13:18,477 - Train: 52.84% [661000/1251000] [528.4/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.001383] [CE 4.043 (4.171)] [KD 2.650 (2.829)] +2024-10-18 11:13:39,876 - Train: 52.84% [661050/1251000] [528.4/1000.0] [batch_t 0.515 (0.428)] [data_t 0.016] [optim_t 0.499] [lr 0.001383] [CE 4.329 (4.031)] [KD 3.034 (2.770)] +2024-10-18 11:14:00,912 - Train: 52.85% [661100/1251000] [528.5/1000.0] [batch_t 0.394 (0.421)] [data_t 0.015] [optim_t 0.379] [lr 0.001382] [CE 4.099 (4.118)] [KD 2.806 (2.802)] +2024-10-18 11:14:22,433 - Train: 52.85% [661150/1251000] [528.5/1000.0] [batch_t 0.430 (0.430)] [data_t 0.088] [optim_t 0.342] [lr 0.001382] [CE 4.223 (4.045)] [KD 2.833 (2.791)] +2024-10-18 11:14:43,677 - Train: 52.85% [661200/1251000] [528.5/1000.0] [batch_t 0.487 (0.425)] [data_t 0.144] [optim_t 0.343] [lr 0.001382] [CE 4.228 (4.162)] [KD 2.719 (2.873)] +2024-10-18 11:15:05,075 - Train: 52.86% [661250/1251000] [528.6/1000.0] [batch_t 0.370 (0.428)] [data_t 0.015] [optim_t 0.355] [lr 0.001382] [CE 4.273 (4.120)] [KD 3.011 (2.842)] +2024-10-18 11:15:26,270 - Train: 52.86% [661300/1251000] [528.6/1000.0] [batch_t 0.364 (0.424)] [data_t 0.016] [optim_t 0.349] [lr 0.001382] [CE 4.440 (4.141)] [KD 2.988 (2.850)] +2024-10-18 11:15:47,871 - Train: 52.87% [661350/1251000] [528.7/1000.0] [batch_t 0.444 (0.432)] [data_t 0.100] [optim_t 0.343] [lr 0.001381] [CE 4.151 (4.121)] [KD 2.896 (2.837)] +2024-10-18 11:16:08,848 - Train: 52.87% [661400/1251000] [528.7/1000.0] [batch_t 0.390 (0.419)] [data_t 0.015] [optim_t 0.375] [lr 0.001381] [CE 3.862 (4.115)] [KD 2.821 (2.800)] +2024-10-18 11:16:30,919 - Train: 52.87% [661450/1251000] [528.7/1000.0] [batch_t 0.434 (0.441)] [data_t 0.015] [optim_t 0.419] [lr 0.001381] [CE 4.159 (4.088)] [KD 2.840 (2.755)] +2024-10-18 11:16:52,655 - Train: 52.88% [661500/1251000] [528.8/1000.0] [batch_t 0.448 (0.435)] [data_t 0.015] [optim_t 0.433] [lr 0.001381] [CE 3.822 (4.048)] [KD 2.620 (2.759)] +2024-10-18 11:17:14,227 - Train: 52.88% [661550/1251000] [528.8/1000.0] [batch_t 0.482 (0.431)] [data_t 0.015] [optim_t 0.466] [lr 0.001381] [CE 4.256 (4.173)] [KD 2.891 (2.825)] +2024-10-18 11:17:35,728 - Train: 52.89% [661600/1251000] [528.9/1000.0] [batch_t 0.620 (0.430)] [data_t 0.016] [optim_t 0.605] [lr 0.001381] [CE 3.925 (4.092)] [KD 2.911 (2.803)] +2024-10-18 11:17:56,614 - Train: 52.89% [661650/1251000] [528.9/1000.0] [batch_t 0.414 (0.418)] [data_t 0.016] [optim_t 0.399] [lr 0.001380] [CE 4.347 (4.090)] [KD 2.933 (2.848)] +2024-10-18 11:18:17,743 - Train: 52.89% [661700/1251000] [528.9/1000.0] [batch_t 0.496 (0.422)] [data_t 0.016] [optim_t 0.481] [lr 0.001380] [CE 4.562 (4.115)] [KD 2.787 (2.811)] +2024-10-18 11:18:39,593 - Train: 52.90% [661750/1251000] [529.0/1000.0] [batch_t 0.404 (0.437)] [data_t 0.015] [optim_t 0.389] [lr 0.001380] [CE 3.861 (4.097)] [KD 2.721 (2.789)] +2024-10-18 11:19:11,677 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 39059] [top5_cnt 47083] [top_all 50000] +2024-10-18 11:19:11,678 - net: 78.118 (94.166) +2024-10-18 11:19:32,894 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40642] [top5_cnt 47850] [top_all 50000] +2024-10-18 11:19:32,895 - net_E: 81.284 (95.700) +2024-10-18 11:19:33,081 - Max [top1: 78.118 (epoch: 529)] [top1-ema: 81.284 (epoch: 529)] +2024-10-18 11:19:33,082 - ==> Total time: 3 days, 11:37:41 Eta: 3 days, 2:27:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 11:19:49,198 - Train: 52.90% [661800/1251000] [529.0/1000.0] [batch_t 0.371 (0.470)] [data_t 0.015] [optim_t 0.356] [lr 0.001380] [CE 4.274 (4.152)] [KD 3.062 (2.854)] +2024-10-18 11:20:08,743 - Train: 52.91% [661850/1251000] [529.1/1000.0] [batch_t 0.452 (0.391)] [data_t 0.015] [optim_t 0.436] [lr 0.001380] [CE 3.999 (4.110)] [KD 2.593 (2.817)] +2024-10-18 11:20:29,766 - Train: 52.91% [661900/1251000] [529.1/1000.0] [batch_t 0.426 (0.420)] [data_t 0.015] [optim_t 0.411] [lr 0.001379] [CE 4.047 (4.076)] [KD 2.913 (2.810)] +2024-10-18 11:20:51,629 - Train: 52.91% [661950/1251000] [529.1/1000.0] [batch_t 0.493 (0.437)] [data_t 0.015] [optim_t 0.477] [lr 0.001379] [CE 4.146 (4.062)] [KD 2.928 (2.749)] +2024-10-18 11:21:13,147 - Train: 52.92% [662000/1251000] [529.2/1000.0] [batch_t 0.412 (0.430)] [data_t 0.015] [optim_t 0.397] [lr 0.001379] [CE 4.174 (4.101)] [KD 2.886 (2.779)] +2024-10-18 11:21:34,462 - Train: 52.92% [662050/1251000] [529.2/1000.0] [batch_t 0.529 (0.426)] [data_t 0.015] [optim_t 0.513] [lr 0.001379] [CE 3.586 (4.081)] [KD 2.504 (2.795)] +2024-10-18 11:21:55,484 - Train: 52.93% [662100/1251000] [529.3/1000.0] [batch_t 0.398 (0.420)] [data_t 0.015] [optim_t 0.382] [lr 0.001379] [CE 4.127 (4.141)] [KD 2.792 (2.844)] +2024-10-18 11:22:16,839 - Train: 52.93% [662150/1251000] [529.3/1000.0] [batch_t 0.497 (0.427)] [data_t 0.015] [optim_t 0.482] [lr 0.001379] [CE 3.719 (4.134)] [KD 2.737 (2.814)] +2024-10-18 11:22:39,296 - Train: 52.93% [662200/1251000] [529.3/1000.0] [batch_t 0.391 (0.449)] [data_t 0.016] [optim_t 0.375] [lr 0.001378] [CE 3.422 (4.094)] [KD 2.569 (2.808)] +2024-10-18 11:23:01,254 - Train: 52.94% [662250/1251000] [529.4/1000.0] [batch_t 0.493 (0.439)] [data_t 0.015] [optim_t 0.477] [lr 0.001378] [CE 3.514 (4.088)] [KD 2.489 (2.831)] +2024-10-18 11:23:23,591 - Train: 52.94% [662300/1251000] [529.4/1000.0] [batch_t 0.483 (0.447)] [data_t 0.015] [optim_t 0.468] [lr 0.001378] [CE 3.968 (4.072)] [KD 2.849 (2.798)] +2024-10-18 11:23:45,625 - Train: 52.95% [662350/1251000] [529.5/1000.0] [batch_t 0.475 (0.441)] [data_t 0.015] [optim_t 0.460] [lr 0.001378] [CE 3.955 (4.177)] [KD 2.729 (2.824)] +2024-10-18 11:24:06,728 - Train: 52.95% [662400/1251000] [529.5/1000.0] [batch_t 0.486 (0.422)] [data_t 0.015] [optim_t 0.471] [lr 0.001378] [CE 4.405 (4.169)] [KD 2.954 (2.871)] +2024-10-18 11:24:27,743 - Train: 52.95% [662450/1251000] [529.5/1000.0] [batch_t 0.434 (0.420)] [data_t 0.015] [optim_t 0.418] [lr 0.001377] [CE 4.171 (4.122)] [KD 2.636 (2.844)] +2024-10-18 11:24:49,679 - Train: 52.96% [662500/1251000] [529.6/1000.0] [batch_t 0.422 (0.439)] [data_t 0.016] [optim_t 0.406] [lr 0.001377] [CE 4.029 (4.113)] [KD 2.643 (2.860)] +2024-10-18 11:25:11,948 - Train: 52.96% [662550/1251000] [529.6/1000.0] [batch_t 0.443 (0.445)] [data_t 0.015] [optim_t 0.428] [lr 0.001377] [CE 4.377 (4.090)] [KD 2.744 (2.845)] +2024-10-18 11:25:32,621 - Train: 52.97% [662600/1251000] [529.7/1000.0] [batch_t 0.420 (0.413)] [data_t 0.015] [optim_t 0.405] [lr 0.001377] [CE 4.284 (4.085)] [KD 3.010 (2.809)] +2024-10-18 11:25:54,557 - Train: 52.97% [662650/1251000] [529.7/1000.0] [batch_t 0.394 (0.439)] [data_t 0.015] [optim_t 0.378] [lr 0.001377] [CE 4.078 (4.142)] [KD 2.648 (2.839)] +2024-10-18 11:26:16,261 - Train: 52.97% [662700/1251000] [529.7/1000.0] [batch_t 0.360 (0.434)] [data_t 0.015] [optim_t 0.344] [lr 0.001376] [CE 3.479 (4.108)] [KD 2.471 (2.840)] +2024-10-18 11:26:36,917 - Train: 52.98% [662750/1251000] [529.8/1000.0] [batch_t 0.404 (0.413)] [data_t 0.015] [optim_t 0.389] [lr 0.001376] [CE 3.932 (4.113)] [KD 2.827 (2.805)] +2024-10-18 11:26:56,765 - Train: 52.98% [662800/1251000] [529.8/1000.0] [batch_t 0.437 (0.397)] [data_t 0.016] [optim_t 0.422] [lr 0.001376] [CE 3.761 (4.066)] [KD 2.627 (2.830)] +2024-10-18 11:27:18,560 - Train: 52.99% [662850/1251000] [529.9/1000.0] [batch_t 0.455 (0.436)] [data_t 0.016] [optim_t 0.439] [lr 0.001376] [CE 4.119 (4.074)] [KD 2.748 (2.777)] +2024-10-18 11:27:39,819 - Train: 52.99% [662900/1251000] [529.9/1000.0] [batch_t 0.434 (0.425)] [data_t 0.015] [optim_t 0.419] [lr 0.001376] [CE 4.125 (4.143)] [KD 2.760 (2.851)] +2024-10-18 11:28:01,667 - Train: 52.99% [662950/1251000] [529.9/1000.0] [batch_t 0.448 (0.437)] [data_t 0.105] [optim_t 0.343] [lr 0.001376] [CE 3.993 (4.009)] [KD 2.777 (2.796)] +2024-10-18 11:28:23,585 - Train: 53.00% [663000/1251000] [530.0/1000.0] [batch_t 0.409 (0.438)] [data_t 0.066] [optim_t 0.343] [lr 0.001375] [CE 4.072 (4.103)] [KD 2.949 (2.851)] +2024-10-18 11:28:57,610 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 38724] [top5_cnt 47041] [top_all 50000] +2024-10-18 11:28:57,611 - net: 77.448 (94.082) +2024-10-18 11:29:19,063 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40656] [top5_cnt 47858] [top_all 50000] +2024-10-18 11:29:19,063 - net_E: 81.312 (95.716) +2024-10-18 11:29:19,208 - Max [top1: 78.118 (epoch: 529)] [top1-ema: 81.312 (epoch: 530)] +2024-10-18 11:29:19,209 - ==> Total time: 3 days, 11:47:27 Eta: 3 days, 2:18:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 11:29:34,527 - Train: 53.00% [663050/1251000] [530.0/1000.0] [batch_t 0.371 (0.532)] [data_t 0.016] [optim_t 0.355] [lr 0.001375] [CE 3.979 (4.114)] [KD 2.788 (2.831)] +2024-10-18 11:29:55,297 - Train: 53.01% [663100/1251000] [530.1/1000.0] [batch_t 0.550 (0.415)] [data_t 0.015] [optim_t 0.534] [lr 0.001375] [CE 4.207 (4.086)] [KD 2.954 (2.792)] +2024-10-18 11:30:17,365 - Train: 53.01% [663150/1251000] [530.1/1000.0] [batch_t 0.430 (0.441)] [data_t 0.015] [optim_t 0.415] [lr 0.001375] [CE 4.030 (4.070)] [KD 2.754 (2.815)] +2024-10-18 11:30:39,357 - Train: 53.01% [663200/1251000] [530.1/1000.0] [batch_t 0.468 (0.440)] [data_t 0.015] [optim_t 0.453] [lr 0.001375] [CE 3.896 (4.141)] [KD 2.746 (2.866)] +2024-10-18 11:31:00,849 - Train: 53.02% [663250/1251000] [530.2/1000.0] [batch_t 0.363 (0.430)] [data_t 0.016] [optim_t 0.348] [lr 0.001374] [CE 3.905 (4.091)] [KD 3.013 (2.850)] +2024-10-18 11:31:22,069 - Train: 53.02% [663300/1251000] [530.2/1000.0] [batch_t 0.478 (0.424)] [data_t 0.016] [optim_t 0.462] [lr 0.001374] [CE 3.730 (3.991)] [KD 2.664 (2.745)] +2024-10-18 11:31:43,659 - Train: 53.03% [663350/1251000] [530.3/1000.0] [batch_t 0.363 (0.432)] [data_t 0.016] [optim_t 0.347] [lr 0.001374] [CE 4.473 (4.168)] [KD 3.083 (2.847)] +2024-10-18 11:32:04,986 - Train: 53.03% [663400/1251000] [530.3/1000.0] [batch_t 0.451 (0.426)] [data_t 0.015] [optim_t 0.435] [lr 0.001374] [CE 4.301 (4.066)] [KD 2.777 (2.798)] +2024-10-18 11:32:27,087 - Train: 53.03% [663450/1251000] [530.3/1000.0] [batch_t 0.515 (0.442)] [data_t 0.015] [optim_t 0.499] [lr 0.001374] [CE 3.653 (4.013)] [KD 2.649 (2.745)] +2024-10-18 11:32:48,657 - Train: 53.04% [663500/1251000] [530.4/1000.0] [batch_t 0.451 (0.431)] [data_t 0.016] [optim_t 0.436] [lr 0.001374] [CE 4.342 (4.080)] [KD 2.944 (2.818)] +2024-10-18 11:33:10,415 - Train: 53.04% [663550/1251000] [530.4/1000.0] [batch_t 0.483 (0.435)] [data_t 0.015] [optim_t 0.467] [lr 0.001373] [CE 4.387 (4.150)] [KD 2.990 (2.827)] +2024-10-18 11:33:31,641 - Train: 53.05% [663600/1251000] [530.5/1000.0] [batch_t 0.516 (0.424)] [data_t 0.015] [optim_t 0.501] [lr 0.001373] [CE 3.709 (4.113)] [KD 2.615 (2.800)] +2024-10-18 11:33:53,601 - Train: 53.05% [663650/1251000] [530.5/1000.0] [batch_t 0.417 (0.439)] [data_t 0.016] [optim_t 0.401] [lr 0.001373] [CE 3.871 (4.051)] [KD 2.511 (2.822)] +2024-10-18 11:34:14,719 - Train: 53.05% [663700/1251000] [530.5/1000.0] [batch_t 0.466 (0.422)] [data_t 0.016] [optim_t 0.450] [lr 0.001373] [CE 3.309 (4.112)] [KD 2.498 (2.840)] +2024-10-18 11:34:36,024 - Train: 53.06% [663750/1251000] [530.6/1000.0] [batch_t 0.395 (0.426)] [data_t 0.015] [optim_t 0.380] [lr 0.001373] [CE 4.138 (4.112)] [KD 2.722 (2.811)] +2024-10-18 11:34:56,905 - Train: 53.06% [663800/1251000] [530.6/1000.0] [batch_t 0.459 (0.418)] [data_t 0.015] [optim_t 0.444] [lr 0.001372] [CE 3.813 (4.145)] [KD 2.846 (2.816)] +2024-10-18 11:35:18,389 - Train: 53.07% [663850/1251000] [530.7/1000.0] [batch_t 0.391 (0.430)] [data_t 0.016] [optim_t 0.375] [lr 0.001372] [CE 4.293 (4.036)] [KD 2.807 (2.764)] +2024-10-18 11:35:39,348 - Train: 53.07% [663900/1251000] [530.7/1000.0] [batch_t 0.475 (0.419)] [data_t 0.015] [optim_t 0.459] [lr 0.001372] [CE 4.207 (4.085)] [KD 2.665 (2.778)] +2024-10-18 11:36:00,843 - Train: 53.07% [663950/1251000] [530.7/1000.0] [batch_t 0.404 (0.430)] [data_t 0.016] [optim_t 0.388] [lr 0.001372] [CE 4.010 (4.163)] [KD 2.838 (2.824)] +2024-10-18 11:36:22,231 - Train: 53.08% [664000/1251000] [530.8/1000.0] [batch_t 0.489 (0.428)] [data_t 0.015] [optim_t 0.474] [lr 0.001372] [CE 3.754 (4.033)] [KD 2.526 (2.801)] +2024-10-18 11:36:44,035 - Train: 53.08% [664050/1251000] [530.8/1000.0] [batch_t 0.408 (0.436)] [data_t 0.015] [optim_t 0.392] [lr 0.001371] [CE 3.598 (4.111)] [KD 2.451 (2.819)] +2024-10-18 11:37:05,422 - Train: 53.09% [664100/1251000] [530.9/1000.0] [batch_t 0.418 (0.428)] [data_t 0.015] [optim_t 0.402] [lr 0.001371] [CE 3.909 (4.099)] [KD 2.719 (2.819)] +2024-10-18 11:37:26,745 - Train: 53.09% [664150/1251000] [530.9/1000.0] [batch_t 0.390 (0.426)] [data_t 0.015] [optim_t 0.375] [lr 0.001371] [CE 4.638 (4.163)] [KD 3.161 (2.875)] +2024-10-18 11:37:48,539 - Train: 53.09% [664200/1251000] [530.9/1000.0] [batch_t 0.366 (0.436)] [data_t 0.016] [optim_t 0.351] [lr 0.001371] [CE 4.188 (4.123)] [KD 2.863 (2.840)] +2024-10-18 11:38:09,627 - Train: 53.10% [664250/1251000] [531.0/1000.0] [batch_t 0.362 (0.422)] [data_t 0.016] [optim_t 0.347] [lr 0.001371] [CE 4.520 (4.124)] [KD 3.160 (2.827)] +2024-10-18 11:38:43,383 - Test (net): 100.00% [50/50] [batch_t 0.171 (0.436)] [top1_cnt 39033] [top5_cnt 47116] [top_all 50000] +2024-10-18 11:38:43,383 - net: 78.066 (94.232) +2024-10-18 11:39:05,867 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.442)] [top1_cnt 40631] [top5_cnt 47851] [top_all 50000] +2024-10-18 11:39:05,867 - net_E: 81.262 (95.702) +2024-10-18 11:39:06,026 - Max [top1: 78.118 (epoch: 529)] [top1-ema: 81.312 (epoch: 530)] +2024-10-18 11:39:06,026 - ==> Total time: 3 days, 11:57:14 Eta: 3 days, 2:09:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 11:39:19,724 - Train: 53.10% [664300/1251000] [531.0/1000.0] [batch_t 0.363 (0.595)] [data_t 0.015] [optim_t 0.347] [lr 0.001371] [CE 3.927 (4.097)] [KD 2.700 (2.827)] +2024-10-18 11:39:40,180 - Train: 53.11% [664350/1251000] [531.1/1000.0] [batch_t 0.420 (0.409)] [data_t 0.015] [optim_t 0.405] [lr 0.001370] [CE 3.676 (4.052)] [KD 2.638 (2.800)] +2024-10-18 11:40:02,329 - Train: 53.11% [664400/1251000] [531.1/1000.0] [batch_t 0.366 (0.443)] [data_t 0.016] [optim_t 0.350] [lr 0.001370] [CE 4.221 (4.133)] [KD 2.845 (2.826)] +2024-10-18 11:40:24,186 - Train: 53.11% [664450/1251000] [531.1/1000.0] [batch_t 0.451 (0.437)] [data_t 0.016] [optim_t 0.435] [lr 0.001370] [CE 4.158 (4.037)] [KD 2.747 (2.738)] +2024-10-18 11:40:45,623 - Train: 53.12% [664500/1251000] [531.2/1000.0] [batch_t 0.366 (0.429)] [data_t 0.016] [optim_t 0.351] [lr 0.001370] [CE 4.151 (4.072)] [KD 2.853 (2.781)] +2024-10-18 11:41:07,567 - Train: 53.12% [664550/1251000] [531.2/1000.0] [batch_t 0.491 (0.439)] [data_t 0.150] [optim_t 0.341] [lr 0.001370] [CE 3.810 (4.108)] [KD 2.769 (2.830)] +2024-10-18 11:41:29,756 - Train: 53.13% [664600/1251000] [531.3/1000.0] [batch_t 0.458 (0.444)] [data_t 0.015] [optim_t 0.443] [lr 0.001369] [CE 4.654 (4.132)] [KD 2.919 (2.854)] +2024-10-18 11:41:51,392 - Train: 53.13% [664650/1251000] [531.3/1000.0] [batch_t 0.364 (0.433)] [data_t 0.015] [optim_t 0.348] [lr 0.001369] [CE 4.060 (4.080)] [KD 2.805 (2.833)] +2024-10-18 11:42:13,285 - Train: 53.13% [664700/1251000] [531.3/1000.0] [batch_t 0.491 (0.438)] [data_t 0.015] [optim_t 0.475] [lr 0.001369] [CE 4.255 (4.111)] [KD 2.828 (2.781)] +2024-10-18 11:42:35,039 - Train: 53.14% [664750/1251000] [531.4/1000.0] [batch_t 0.407 (0.435)] [data_t 0.016] [optim_t 0.391] [lr 0.001369] [CE 3.878 (4.027)] [KD 2.701 (2.775)] +2024-10-18 11:42:57,001 - Train: 53.14% [664800/1251000] [531.4/1000.0] [batch_t 0.363 (0.439)] [data_t 0.016] [optim_t 0.347] [lr 0.001369] [CE 4.463 (4.109)] [KD 2.990 (2.843)] +2024-10-18 11:43:19,454 - Train: 53.15% [664850/1251000] [531.5/1000.0] [batch_t 0.410 (0.449)] [data_t 0.016] [optim_t 0.394] [lr 0.001368] [CE 4.674 (4.200)] [KD 3.064 (2.841)] +2024-10-18 11:43:42,073 - Train: 53.15% [664900/1251000] [531.5/1000.0] [batch_t 0.467 (0.452)] [data_t 0.016] [optim_t 0.451] [lr 0.001368] [CE 4.611 (4.125)] [KD 3.297 (2.798)] +2024-10-18 11:44:04,045 - Train: 53.15% [664950/1251000] [531.5/1000.0] [batch_t 0.363 (0.439)] [data_t 0.016] [optim_t 0.348] [lr 0.001368] [CE 4.198 (4.152)] [KD 2.769 (2.816)] +2024-10-18 11:44:25,927 - Train: 53.16% [665000/1251000] [531.6/1000.0] [batch_t 0.447 (0.438)] [data_t 0.015] [optim_t 0.431] [lr 0.001368] [CE 4.247 (4.199)] [KD 2.993 (2.881)] +2024-10-18 11:44:47,728 - Train: 53.16% [665050/1251000] [531.6/1000.0] [batch_t 0.364 (0.436)] [data_t 0.016] [optim_t 0.349] [lr 0.001368] [CE 4.159 (4.125)] [KD 2.821 (2.819)] +2024-10-18 11:45:09,849 - Train: 53.17% [665100/1251000] [531.7/1000.0] [batch_t 0.458 (0.442)] [data_t 0.015] [optim_t 0.443] [lr 0.001368] [CE 4.506 (4.112)] [KD 2.995 (2.831)] +2024-10-18 11:45:31,769 - Train: 53.17% [665150/1251000] [531.7/1000.0] [batch_t 0.486 (0.438)] [data_t 0.015] [optim_t 0.471] [lr 0.001367] [CE 4.242 (4.103)] [KD 2.962 (2.816)] +2024-10-18 11:45:52,332 - Train: 53.17% [665200/1251000] [531.7/1000.0] [batch_t 0.422 (0.411)] [data_t 0.015] [optim_t 0.406] [lr 0.001367] [CE 3.844 (4.144)] [KD 2.805 (2.850)] +2024-10-18 11:46:12,558 - Train: 53.18% [665250/1251000] [531.8/1000.0] [batch_t 0.427 (0.404)] [data_t 0.015] [optim_t 0.411] [lr 0.001367] [CE 4.276 (4.058)] [KD 2.811 (2.765)] +2024-10-18 11:46:33,697 - Train: 53.18% [665300/1251000] [531.8/1000.0] [batch_t 0.368 (0.423)] [data_t 0.022] [optim_t 0.346] [lr 0.001367] [CE 4.336 (4.095)] [KD 2.922 (2.801)] +2024-10-18 11:46:54,286 - Train: 53.19% [665350/1251000] [531.9/1000.0] [batch_t 0.425 (0.412)] [data_t 0.078] [optim_t 0.347] [lr 0.001367] [CE 3.983 (4.124)] [KD 2.488 (2.820)] +2024-10-18 11:47:15,655 - Train: 53.19% [665400/1251000] [531.9/1000.0] [batch_t 0.492 (0.427)] [data_t 0.148] [optim_t 0.343] [lr 0.001366] [CE 3.617 (4.151)] [KD 2.738 (2.839)] +2024-10-18 11:47:36,716 - Train: 53.19% [665450/1251000] [531.9/1000.0] [batch_t 0.416 (0.421)] [data_t 0.069] [optim_t 0.346] [lr 0.001366] [CE 3.674 (4.095)] [KD 2.662 (2.785)] +2024-10-18 11:47:58,161 - Train: 53.20% [665500/1251000] [532.0/1000.0] [batch_t 0.367 (0.429)] [data_t 0.015] [optim_t 0.352] [lr 0.001366] [CE 3.831 (4.042)] [KD 2.722 (2.819)] +2024-10-18 11:48:33,547 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.445)] [top1_cnt 38850] [top5_cnt 47022] [top_all 50000] +2024-10-18 11:48:33,548 - net: 77.700 (94.044) +2024-10-18 11:48:54,988 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 40612] [top5_cnt 47852] [top_all 50000] +2024-10-18 11:48:54,988 - net_E: 81.224 (95.704) +2024-10-18 11:48:55,136 - Max [top1: 78.118 (epoch: 529)] [top1-ema: 81.312 (epoch: 530)] +2024-10-18 11:48:55,136 - ==> Total time: 3 days, 12:07:03 Eta: 3 days, 1:59:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 11:49:07,981 - Train: 53.20% [665550/1251000] [532.0/1000.0] [batch_t 0.364 (0.636)] [data_t 0.015] [optim_t 0.348] [lr 0.001366] [CE 3.863 (4.191)] [KD 2.589 (2.813)] +2024-10-18 11:49:28,152 - Train: 53.21% [665600/1251000] [532.1/1000.0] [batch_t 0.416 (0.403)] [data_t 0.015] [optim_t 0.400] [lr 0.001366] [CE 3.972 (4.042)] [KD 2.721 (2.735)] +2024-10-18 11:49:48,953 - Train: 53.21% [665650/1251000] [532.1/1000.0] [batch_t 0.432 (0.416)] [data_t 0.015] [optim_t 0.417] [lr 0.001366] [CE 4.193 (4.144)] [KD 2.891 (2.806)] +2024-10-18 11:50:10,147 - Train: 53.21% [665700/1251000] [532.1/1000.0] [batch_t 0.403 (0.424)] [data_t 0.056] [optim_t 0.347] [lr 0.001365] [CE 4.175 (4.077)] [KD 2.783 (2.781)] +2024-10-18 11:50:31,151 - Train: 53.22% [665750/1251000] [532.2/1000.0] [batch_t 0.426 (0.420)] [data_t 0.075] [optim_t 0.352] [lr 0.001365] [CE 4.114 (4.126)] [KD 2.751 (2.798)] +2024-10-18 11:50:52,906 - Train: 53.22% [665800/1251000] [532.2/1000.0] [batch_t 0.430 (0.435)] [data_t 0.015] [optim_t 0.414] [lr 0.001365] [CE 4.003 (4.094)] [KD 2.712 (2.814)] +2024-10-18 11:51:14,358 - Train: 53.23% [665850/1251000] [532.3/1000.0] [batch_t 0.407 (0.429)] [data_t 0.061] [optim_t 0.345] [lr 0.001365] [CE 4.378 (4.151)] [KD 2.997 (2.816)] +2024-10-18 11:51:35,731 - Train: 53.23% [665900/1251000] [532.3/1000.0] [batch_t 0.411 (0.427)] [data_t 0.067] [optim_t 0.344] [lr 0.001365] [CE 4.060 (4.124)] [KD 3.000 (2.806)] +2024-10-18 11:51:56,670 - Train: 53.23% [665950/1251000] [532.3/1000.0] [batch_t 0.362 (0.419)] [data_t 0.015] [optim_t 0.346] [lr 0.001364] [CE 4.117 (4.070)] [KD 2.770 (2.788)] +2024-10-18 11:52:17,705 - Train: 53.24% [666000/1251000] [532.4/1000.0] [batch_t 0.416 (0.421)] [data_t 0.071] [optim_t 0.345] [lr 0.001364] [CE 3.855 (4.158)] [KD 2.704 (2.839)] +2024-10-18 11:52:38,569 - Train: 53.24% [666050/1251000] [532.4/1000.0] [batch_t 0.433 (0.417)] [data_t 0.085] [optim_t 0.347] [lr 0.001364] [CE 4.280 (4.160)] [KD 2.788 (2.844)] +2024-10-18 11:52:59,075 - Train: 53.25% [666100/1251000] [532.5/1000.0] [batch_t 0.364 (0.410)] [data_t 0.016] [optim_t 0.349] [lr 0.001364] [CE 3.969 (4.159)] [KD 2.760 (2.837)] +2024-10-18 11:53:19,609 - Train: 53.25% [666150/1251000] [532.5/1000.0] [batch_t 0.363 (0.411)] [data_t 0.016] [optim_t 0.347] [lr 0.001364] [CE 4.326 (4.118)] [KD 2.835 (2.788)] +2024-10-18 11:53:40,658 - Train: 53.25% [666200/1251000] [532.5/1000.0] [batch_t 0.413 (0.421)] [data_t 0.015] [optim_t 0.398] [lr 0.001363] [CE 4.128 (4.110)] [KD 2.912 (2.853)] +2024-10-18 11:54:02,203 - Train: 53.26% [666250/1251000] [532.6/1000.0] [batch_t 0.466 (0.431)] [data_t 0.015] [optim_t 0.450] [lr 0.001363] [CE 3.933 (4.084)] [KD 2.867 (2.847)] +2024-10-18 11:54:23,776 - Train: 53.26% [666300/1251000] [532.6/1000.0] [batch_t 0.360 (0.431)] [data_t 0.016] [optim_t 0.345] [lr 0.001363] [CE 3.838 (4.169)] [KD 2.630 (2.870)] +2024-10-18 11:54:44,611 - Train: 53.27% [666350/1251000] [532.7/1000.0] [batch_t 0.422 (0.417)] [data_t 0.015] [optim_t 0.406] [lr 0.001363] [CE 3.807 (4.073)] [KD 2.698 (2.822)] +2024-10-18 11:55:05,898 - Train: 53.27% [666400/1251000] [532.7/1000.0] [batch_t 0.467 (0.426)] [data_t 0.015] [optim_t 0.452] [lr 0.001363] [CE 3.614 (4.130)] [KD 2.578 (2.839)] +2024-10-18 11:55:27,278 - Train: 53.27% [666450/1251000] [532.7/1000.0] [batch_t 0.366 (0.428)] [data_t 0.015] [optim_t 0.351] [lr 0.001363] [CE 3.856 (4.129)] [KD 2.832 (2.834)] +2024-10-18 11:55:47,784 - Train: 53.28% [666500/1251000] [532.8/1000.0] [batch_t 0.367 (0.410)] [data_t 0.015] [optim_t 0.351] [lr 0.001362] [CE 3.972 (4.130)] [KD 2.593 (2.798)] +2024-10-18 11:56:09,965 - Train: 53.28% [666550/1251000] [532.8/1000.0] [batch_t 0.509 (0.444)] [data_t 0.015] [optim_t 0.493] [lr 0.001362] [CE 4.280 (4.127)] [KD 2.938 (2.801)] +2024-10-18 11:56:31,078 - Train: 53.29% [666600/1251000] [532.9/1000.0] [batch_t 0.369 (0.422)] [data_t 0.015] [optim_t 0.354] [lr 0.001362] [CE 4.167 (4.120)] [KD 2.880 (2.805)] +2024-10-18 11:56:52,347 - Train: 53.29% [666650/1251000] [532.9/1000.0] [batch_t 0.505 (0.425)] [data_t 0.015] [optim_t 0.490] [lr 0.001362] [CE 3.920 (4.120)] [KD 2.734 (2.801)] +2024-10-18 11:57:14,542 - Train: 53.29% [666700/1251000] [532.9/1000.0] [batch_t 0.451 (0.444)] [data_t 0.015] [optim_t 0.436] [lr 0.001362] [CE 4.173 (4.062)] [KD 2.778 (2.804)] +2024-10-18 11:57:36,785 - Train: 53.30% [666750/1251000] [533.0/1000.0] [batch_t 0.545 (0.445)] [data_t 0.015] [optim_t 0.529] [lr 0.001361] [CE 4.180 (4.131)] [KD 2.983 (2.864)] +2024-10-18 11:58:12,187 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 38876] [top5_cnt 47023] [top_all 50000] +2024-10-18 11:58:12,188 - net: 77.752 (94.046) +2024-10-18 11:58:35,087 - Test (net_E): 100.00% [50/50] [batch_t 0.139 (0.450)] [top1_cnt 40613] [top5_cnt 47842] [top_all 50000] +2024-10-18 11:58:35,088 - net_E: 81.226 (95.684) +2024-10-18 11:58:35,261 - Max [top1: 78.118 (epoch: 529)] [top1-ema: 81.312 (epoch: 530)] +2024-10-18 11:58:35,261 - ==> Total time: 3 days, 12:16:43 Eta: 3 days, 1:50:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 11:58:49,067 - Train: 53.30% [666800/1251000] [533.0/1000.0] [batch_t 0.362 (0.727)] [data_t 0.016] [optim_t 0.346] [lr 0.001361] [CE 3.806 (4.153)] [KD 2.616 (2.833)] +2024-10-18 11:59:08,646 - Train: 53.31% [666850/1251000] [533.1/1000.0] [batch_t 0.422 (0.391)] [data_t 0.080] [optim_t 0.343] [lr 0.001361] [CE 3.780 (4.068)] [KD 2.668 (2.775)] +2024-10-18 11:59:30,454 - Train: 53.31% [666900/1251000] [533.1/1000.0] [batch_t 0.436 (0.436)] [data_t 0.091] [optim_t 0.345] [lr 0.001361] [CE 4.530 (4.154)] [KD 3.077 (2.816)] +2024-10-18 11:59:51,612 - Train: 53.31% [666950/1251000] [533.1/1000.0] [batch_t 0.431 (0.423)] [data_t 0.085] [optim_t 0.347] [lr 0.001361] [CE 3.740 (4.074)] [KD 2.664 (2.785)] +2024-10-18 12:00:13,538 - Train: 53.32% [667000/1251000] [533.2/1000.0] [batch_t 0.457 (0.438)] [data_t 0.110] [optim_t 0.347] [lr 0.001361] [CE 4.166 (4.152)] [KD 2.760 (2.824)] +2024-10-18 12:00:35,159 - Train: 53.32% [667050/1251000] [533.2/1000.0] [batch_t 0.383 (0.432)] [data_t 0.016] [optim_t 0.367] [lr 0.001360] [CE 3.971 (4.101)] [KD 2.738 (2.821)] +2024-10-18 12:00:57,786 - Train: 53.33% [667100/1251000] [533.3/1000.0] [batch_t 0.464 (0.452)] [data_t 0.120] [optim_t 0.345] [lr 0.001360] [CE 3.987 (4.129)] [KD 2.733 (2.803)] +2024-10-18 12:01:19,068 - Train: 53.33% [667150/1251000] [533.3/1000.0] [batch_t 0.420 (0.426)] [data_t 0.072] [optim_t 0.348] [lr 0.001360] [CE 3.490 (4.078)] [KD 2.543 (2.771)] +2024-10-18 12:01:41,232 - Train: 53.33% [667200/1251000] [533.3/1000.0] [batch_t 0.460 (0.443)] [data_t 0.015] [optim_t 0.445] [lr 0.001360] [CE 3.658 (4.082)] [KD 2.409 (2.755)] +2024-10-18 12:02:02,059 - Train: 53.34% [667250/1251000] [533.4/1000.0] [batch_t 0.362 (0.416)] [data_t 0.015] [optim_t 0.346] [lr 0.001360] [CE 4.029 (4.072)] [KD 2.533 (2.731)] +2024-10-18 12:02:23,208 - Train: 53.34% [667300/1251000] [533.4/1000.0] [batch_t 0.383 (0.423)] [data_t 0.015] [optim_t 0.368] [lr 0.001359] [CE 4.236 (4.141)] [KD 2.843 (2.806)] +2024-10-18 12:02:44,749 - Train: 53.35% [667350/1251000] [533.5/1000.0] [batch_t 0.483 (0.431)] [data_t 0.016] [optim_t 0.468] [lr 0.001359] [CE 4.160 (4.080)] [KD 2.769 (2.821)] +2024-10-18 12:03:06,161 - Train: 53.35% [667400/1251000] [533.5/1000.0] [batch_t 0.394 (0.428)] [data_t 0.015] [optim_t 0.379] [lr 0.001359] [CE 4.247 (4.126)] [KD 2.906 (2.810)] +2024-10-18 12:03:28,089 - Train: 53.35% [667450/1251000] [533.5/1000.0] [batch_t 0.400 (0.438)] [data_t 0.055] [optim_t 0.345] [lr 0.001359] [CE 4.122 (4.088)] [KD 2.811 (2.795)] +2024-10-18 12:03:49,850 - Train: 53.36% [667500/1251000] [533.6/1000.0] [batch_t 0.406 (0.435)] [data_t 0.064] [optim_t 0.342] [lr 0.001359] [CE 4.326 (4.030)] [KD 2.993 (2.782)] +2024-10-18 12:04:11,133 - Train: 53.36% [667550/1251000] [533.6/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.001358] [CE 3.892 (4.064)] [KD 2.657 (2.771)] +2024-10-18 12:04:33,058 - Train: 53.37% [667600/1251000] [533.7/1000.0] [batch_t 0.429 (0.438)] [data_t 0.081] [optim_t 0.348] [lr 0.001358] [CE 4.371 (4.198)] [KD 2.983 (2.857)] +2024-10-18 12:04:54,894 - Train: 53.37% [667650/1251000] [533.7/1000.0] [batch_t 0.375 (0.437)] [data_t 0.032] [optim_t 0.343] [lr 0.001358] [CE 3.420 (4.137)] [KD 2.619 (2.852)] +2024-10-18 12:05:16,710 - Train: 53.37% [667700/1251000] [533.7/1000.0] [batch_t 0.473 (0.436)] [data_t 0.130] [optim_t 0.344] [lr 0.001358] [CE 4.138 (4.122)] [KD 2.811 (2.823)] +2024-10-18 12:05:38,529 - Train: 53.38% [667750/1251000] [533.8/1000.0] [batch_t 0.442 (0.436)] [data_t 0.099] [optim_t 0.343] [lr 0.001358] [CE 3.550 (4.026)] [KD 2.641 (2.799)] +2024-10-18 12:05:59,962 - Train: 53.38% [667800/1251000] [533.8/1000.0] [batch_t 0.435 (0.429)] [data_t 0.092] [optim_t 0.343] [lr 0.001358] [CE 4.019 (4.193)] [KD 2.935 (2.848)] +2024-10-18 12:06:21,170 - Train: 53.39% [667850/1251000] [533.9/1000.0] [batch_t 0.408 (0.424)] [data_t 0.062] [optim_t 0.346] [lr 0.001357] [CE 4.189 (4.192)] [KD 2.864 (2.856)] +2024-10-18 12:06:42,463 - Train: 53.39% [667900/1251000] [533.9/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.348] [lr 0.001357] [CE 3.965 (4.189)] [KD 2.548 (2.825)] +2024-10-18 12:07:03,709 - Train: 53.39% [667950/1251000] [533.9/1000.0] [batch_t 0.364 (0.425)] [data_t 0.020] [optim_t 0.344] [lr 0.001357] [CE 3.533 (4.103)] [KD 2.585 (2.800)] +2024-10-18 12:07:25,011 - Train: 53.40% [668000/1251000] [534.0/1000.0] [batch_t 0.417 (0.426)] [data_t 0.068] [optim_t 0.350] [lr 0.001357] [CE 4.069 (4.122)] [KD 2.714 (2.808)] +2024-10-18 12:07:59,566 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 38928] [top5_cnt 47095] [top_all 50000] +2024-10-18 12:07:59,566 - net: 77.856 (94.190) +2024-10-18 12:08:20,940 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40623] [top5_cnt 47829] [top_all 50000] +2024-10-18 12:08:20,940 - net_E: 81.246 (95.658) +2024-10-18 12:08:21,105 - Max [top1: 78.118 (epoch: 529)] [top1-ema: 81.312 (epoch: 530)] +2024-10-18 12:08:21,105 - ==> Total time: 3 days, 12:26:29 Eta: 3 days, 1:41:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 12:08:33,624 - Train: 53.40% [668050/1251000] [534.0/1000.0] [batch_t 0.362 (0.678)] [data_t 0.016] [optim_t 0.346] [lr 0.001357] [CE 4.021 (4.068)] [KD 2.645 (2.794)] +2024-10-18 12:08:54,975 - Train: 53.41% [668100/1251000] [534.1/1000.0] [batch_t 0.505 (0.427)] [data_t 0.159] [optim_t 0.346] [lr 0.001356] [CE 4.478 (4.081)] [KD 3.178 (2.780)] +2024-10-18 12:09:17,163 - Train: 53.41% [668150/1251000] [534.1/1000.0] [batch_t 0.379 (0.444)] [data_t 0.037] [optim_t 0.341] [lr 0.001356] [CE 3.857 (4.095)] [KD 2.603 (2.802)] +2024-10-18 12:09:39,559 - Train: 53.41% [668200/1251000] [534.1/1000.0] [batch_t 0.431 (0.448)] [data_t 0.090] [optim_t 0.341] [lr 0.001356] [CE 4.215 (4.161)] [KD 2.744 (2.830)] +2024-10-18 12:10:01,823 - Train: 53.42% [668250/1251000] [534.2/1000.0] [batch_t 0.451 (0.445)] [data_t 0.104] [optim_t 0.347] [lr 0.001356] [CE 3.972 (4.122)] [KD 2.677 (2.799)] +2024-10-18 12:10:24,168 - Train: 53.42% [668300/1251000] [534.2/1000.0] [batch_t 0.500 (0.447)] [data_t 0.149] [optim_t 0.351] [lr 0.001356] [CE 3.734 (4.119)] [KD 2.818 (2.824)] +2024-10-18 12:10:45,822 - Train: 53.43% [668350/1251000] [534.3/1000.0] [batch_t 0.381 (0.433)] [data_t 0.038] [optim_t 0.343] [lr 0.001356] [CE 3.998 (4.093)] [KD 2.608 (2.788)] +2024-10-18 12:11:07,533 - Train: 53.43% [668400/1251000] [534.3/1000.0] [batch_t 0.434 (0.434)] [data_t 0.087] [optim_t 0.347] [lr 0.001355] [CE 4.072 (4.073)] [KD 2.806 (2.768)] +2024-10-18 12:11:29,816 - Train: 53.43% [668450/1251000] [534.3/1000.0] [batch_t 0.417 (0.446)] [data_t 0.073] [optim_t 0.344] [lr 0.001355] [CE 4.011 (4.137)] [KD 2.760 (2.834)] +2024-10-18 12:11:51,753 - Train: 53.44% [668500/1251000] [534.4/1000.0] [batch_t 0.515 (0.439)] [data_t 0.090] [optim_t 0.425] [lr 0.001355] [CE 4.103 (4.041)] [KD 2.803 (2.759)] +2024-10-18 12:12:13,058 - Train: 53.44% [668550/1251000] [534.4/1000.0] [batch_t 0.367 (0.426)] [data_t 0.023] [optim_t 0.344] [lr 0.001355] [CE 4.487 (4.065)] [KD 3.133 (2.784)] +2024-10-18 12:12:34,244 - Train: 53.45% [668600/1251000] [534.5/1000.0] [batch_t 0.483 (0.424)] [data_t 0.137] [optim_t 0.347] [lr 0.001355] [CE 3.947 (4.070)] [KD 2.644 (2.787)] +2024-10-18 12:12:55,215 - Train: 53.45% [668650/1251000] [534.5/1000.0] [batch_t 0.440 (0.419)] [data_t 0.095] [optim_t 0.344] [lr 0.001354] [CE 4.419 (4.128)] [KD 2.687 (2.809)] +2024-10-18 12:13:16,208 - Train: 53.45% [668700/1251000] [534.5/1000.0] [batch_t 0.412 (0.420)] [data_t 0.070] [optim_t 0.342] [lr 0.001354] [CE 4.067 (4.100)] [KD 2.821 (2.821)] +2024-10-18 12:13:37,428 - Train: 53.46% [668750/1251000] [534.6/1000.0] [batch_t 0.584 (0.424)] [data_t 0.090] [optim_t 0.495] [lr 0.001354] [CE 4.198 (4.153)] [KD 2.815 (2.866)] +2024-10-18 12:13:59,077 - Train: 53.46% [668800/1251000] [534.6/1000.0] [batch_t 0.445 (0.433)] [data_t 0.015] [optim_t 0.430] [lr 0.001354] [CE 3.811 (4.121)] [KD 2.631 (2.814)] +2024-10-18 12:14:20,046 - Train: 53.47% [668850/1251000] [534.7/1000.0] [batch_t 0.384 (0.419)] [data_t 0.015] [optim_t 0.369] [lr 0.001354] [CE 3.749 (4.090)] [KD 2.812 (2.795)] +2024-10-18 12:14:41,686 - Train: 53.47% [668900/1251000] [534.7/1000.0] [batch_t 0.394 (0.433)] [data_t 0.015] [optim_t 0.379] [lr 0.001353] [CE 3.879 (4.019)] [KD 2.670 (2.772)] +2024-10-18 12:15:03,720 - Train: 53.47% [668950/1251000] [534.7/1000.0] [batch_t 0.440 (0.441)] [data_t 0.016] [optim_t 0.424] [lr 0.001353] [CE 3.908 (4.100)] [KD 2.702 (2.812)] +2024-10-18 12:15:25,747 - Train: 53.48% [669000/1251000] [534.8/1000.0] [batch_t 0.524 (0.440)] [data_t 0.016] [optim_t 0.508] [lr 0.001353] [CE 4.715 (4.091)] [KD 3.008 (2.814)] +2024-10-18 12:15:47,035 - Train: 53.48% [669050/1251000] [534.8/1000.0] [batch_t 0.439 (0.426)] [data_t 0.015] [optim_t 0.424] [lr 0.001353] [CE 4.334 (4.071)] [KD 2.797 (2.757)] +2024-10-18 12:16:08,855 - Train: 53.49% [669100/1251000] [534.9/1000.0] [batch_t 0.459 (0.436)] [data_t 0.016] [optim_t 0.444] [lr 0.001353] [CE 4.260 (4.067)] [KD 2.842 (2.775)] +2024-10-18 12:16:30,268 - Train: 53.49% [669150/1251000] [534.9/1000.0] [batch_t 0.405 (0.428)] [data_t 0.015] [optim_t 0.389] [lr 0.001353] [CE 3.991 (4.125)] [KD 2.764 (2.799)] +2024-10-18 12:16:51,099 - Train: 53.49% [669200/1251000] [534.9/1000.0] [batch_t 0.430 (0.417)] [data_t 0.015] [optim_t 0.414] [lr 0.001352] [CE 3.578 (4.088)] [KD 2.655 (2.780)] +2024-10-18 12:17:11,959 - Train: 53.50% [669250/1251000] [535.0/1000.0] [batch_t 0.450 (0.417)] [data_t 0.015] [optim_t 0.435] [lr 0.001352] [CE 4.529 (4.107)] [KD 3.008 (2.852)] +2024-10-18 12:17:48,089 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 38947] [top5_cnt 47156] [top_all 50000] +2024-10-18 12:17:48,089 - net: 77.894 (94.312) +2024-10-18 12:18:08,848 - Test (net_E): 100.00% [50/50] [batch_t 0.156 (0.407)] [top1_cnt 40626] [top5_cnt 47828] [top_all 50000] +2024-10-18 12:18:08,848 - net_E: 81.252 (95.656) +2024-10-18 12:18:09,017 - Max [top1: 78.118 (epoch: 529)] [top1-ema: 81.312 (epoch: 530)] +2024-10-18 12:18:09,018 - ==> Total time: 3 days, 12:36:17 Eta: 3 days, 1:32:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 12:18:21,274 - Train: 53.50% [669300/1251000] [535.0/1000.0] [batch_t 0.366 (0.726)] [data_t 0.015] [optim_t 0.350] [lr 0.001352] [CE 3.573 (4.087)] [KD 2.552 (2.797)] +2024-10-18 12:18:40,752 - Train: 53.51% [669350/1251000] [535.1/1000.0] [batch_t 0.441 (0.389)] [data_t 0.015] [optim_t 0.425] [lr 0.001352] [CE 4.463 (4.161)] [KD 2.925 (2.814)] +2024-10-18 12:19:02,159 - Train: 53.51% [669400/1251000] [535.1/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.345] [lr 0.001352] [CE 3.875 (4.095)] [KD 2.731 (2.786)] +2024-10-18 12:19:22,935 - Train: 53.51% [669450/1251000] [535.1/1000.0] [batch_t 0.473 (0.415)] [data_t 0.015] [optim_t 0.458] [lr 0.001351] [CE 4.387 (4.091)] [KD 2.936 (2.789)] +2024-10-18 12:19:43,845 - Train: 53.52% [669500/1251000] [535.2/1000.0] [batch_t 0.388 (0.418)] [data_t 0.015] [optim_t 0.372] [lr 0.001351] [CE 4.162 (4.153)] [KD 2.751 (2.797)] +2024-10-18 12:20:04,774 - Train: 53.52% [669550/1251000] [535.2/1000.0] [batch_t 0.482 (0.418)] [data_t 0.016] [optim_t 0.466] [lr 0.001351] [CE 4.695 (4.045)] [KD 3.195 (2.788)] +2024-10-18 12:20:25,819 - Train: 53.53% [669600/1251000] [535.3/1000.0] [batch_t 0.375 (0.421)] [data_t 0.016] [optim_t 0.360] [lr 0.001351] [CE 4.160 (4.021)] [KD 2.718 (2.741)] +2024-10-18 12:20:46,935 - Train: 53.53% [669650/1251000] [535.3/1000.0] [batch_t 0.410 (0.422)] [data_t 0.015] [optim_t 0.395] [lr 0.001351] [CE 3.755 (4.051)] [KD 2.593 (2.759)] +2024-10-18 12:21:08,350 - Train: 53.53% [669700/1251000] [535.3/1000.0] [batch_t 0.404 (0.428)] [data_t 0.016] [optim_t 0.388] [lr 0.001351] [CE 4.002 (4.092)] [KD 2.807 (2.760)] +2024-10-18 12:21:29,443 - Train: 53.54% [669750/1251000] [535.4/1000.0] [batch_t 0.413 (0.422)] [data_t 0.015] [optim_t 0.398] [lr 0.001350] [CE 3.756 (4.075)] [KD 2.558 (2.792)] +2024-10-18 12:21:50,971 - Train: 53.54% [669800/1251000] [535.4/1000.0] [batch_t 0.466 (0.430)] [data_t 0.016] [optim_t 0.450] [lr 0.001350] [CE 3.818 (4.114)] [KD 2.550 (2.831)] +2024-10-18 12:22:12,076 - Train: 53.55% [669850/1251000] [535.5/1000.0] [batch_t 0.460 (0.422)] [data_t 0.015] [optim_t 0.445] [lr 0.001350] [CE 4.529 (4.090)] [KD 3.048 (2.755)] +2024-10-18 12:22:33,213 - Train: 53.55% [669900/1251000] [535.5/1000.0] [batch_t 0.365 (0.423)] [data_t 0.015] [optim_t 0.350] [lr 0.001350] [CE 4.204 (4.058)] [KD 2.748 (2.755)] +2024-10-18 12:22:54,154 - Train: 53.55% [669950/1251000] [535.5/1000.0] [batch_t 0.449 (0.419)] [data_t 0.016] [optim_t 0.434] [lr 0.001350] [CE 4.360 (4.049)] [KD 3.181 (2.782)] +2024-10-18 12:23:15,800 - Train: 53.56% [670000/1251000] [535.6/1000.0] [batch_t 0.445 (0.433)] [data_t 0.016] [optim_t 0.430] [lr 0.001349] [CE 3.991 (4.120)] [KD 2.665 (2.825)] +2024-10-18 12:23:37,031 - Train: 53.56% [670050/1251000] [535.6/1000.0] [batch_t 0.434 (0.425)] [data_t 0.016] [optim_t 0.418] [lr 0.001349] [CE 4.358 (4.109)] [KD 3.013 (2.783)] +2024-10-18 12:23:58,270 - Train: 53.57% [670100/1251000] [535.7/1000.0] [batch_t 0.439 (0.425)] [data_t 0.015] [optim_t 0.423] [lr 0.001349] [CE 3.825 (4.144)] [KD 2.680 (2.833)] +2024-10-18 12:24:19,591 - Train: 53.57% [670150/1251000] [535.7/1000.0] [batch_t 0.447 (0.426)] [data_t 0.015] [optim_t 0.432] [lr 0.001349] [CE 4.040 (4.146)] [KD 2.508 (2.796)] +2024-10-18 12:24:40,545 - Train: 53.57% [670200/1251000] [535.7/1000.0] [batch_t 0.363 (0.419)] [data_t 0.016] [optim_t 0.347] [lr 0.001349] [CE 3.666 (4.150)] [KD 2.539 (2.818)] +2024-10-18 12:25:01,443 - Train: 53.58% [670250/1251000] [535.8/1000.0] [batch_t 0.397 (0.418)] [data_t 0.016] [optim_t 0.382] [lr 0.001348] [CE 3.737 (4.078)] [KD 2.540 (2.771)] +2024-10-18 12:25:23,529 - Train: 53.58% [670300/1251000] [535.8/1000.0] [batch_t 0.439 (0.442)] [data_t 0.092] [optim_t 0.347] [lr 0.001348] [CE 4.408 (4.056)] [KD 2.835 (2.772)] +2024-10-18 12:25:45,400 - Train: 53.59% [670350/1251000] [535.9/1000.0] [batch_t 0.444 (0.437)] [data_t 0.097] [optim_t 0.347] [lr 0.001348] [CE 4.171 (4.197)] [KD 2.790 (2.866)] +2024-10-18 12:26:06,552 - Train: 53.59% [670400/1251000] [535.9/1000.0] [batch_t 0.552 (0.423)] [data_t 0.043] [optim_t 0.510] [lr 0.001348] [CE 4.298 (4.090)] [KD 2.904 (2.775)] +2024-10-18 12:26:27,943 - Train: 53.59% [670450/1251000] [535.9/1000.0] [batch_t 0.466 (0.428)] [data_t 0.116] [optim_t 0.350] [lr 0.001348] [CE 3.957 (4.059)] [KD 2.625 (2.812)] +2024-10-18 12:26:49,321 - Train: 53.60% [670500/1251000] [536.0/1000.0] [batch_t 0.476 (0.427)] [data_t 0.132] [optim_t 0.344] [lr 0.001348] [CE 4.524 (4.153)] [KD 3.018 (2.824)] +2024-10-18 12:27:25,224 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.427)] [top1_cnt 39044] [top5_cnt 47116] [top_all 50000] +2024-10-18 12:27:25,224 - net: 78.088 (94.232) +2024-10-18 12:27:47,428 - Test (net_E): 100.00% [50/50] [batch_t 0.138 (0.436)] [top1_cnt 40616] [top5_cnt 47840] [top_all 50000] +2024-10-18 12:27:47,428 - net_E: 81.232 (95.680) +2024-10-18 12:27:47,621 - Max [top1: 78.118 (epoch: 529)] [top1-ema: 81.312 (epoch: 530)] +2024-10-18 12:27:47,621 - ==> Total time: 3 days, 12:45:56 Eta: 3 days, 1:22:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 12:27:58,911 - Train: 53.60% [670550/1251000] [536.0/1000.0] [batch_t 0.359 (0.681)] [data_t 0.015] [optim_t 0.344] [lr 0.001347] [CE 3.923 (4.063)] [KD 2.629 (2.774)] +2024-10-18 12:28:19,030 - Train: 53.61% [670600/1251000] [536.1/1000.0] [batch_t 0.455 (0.402)] [data_t 0.110] [optim_t 0.345] [lr 0.001347] [CE 4.464 (4.117)] [KD 2.847 (2.778)] +2024-10-18 12:28:40,436 - Train: 53.61% [670650/1251000] [536.1/1000.0] [batch_t 0.473 (0.428)] [data_t 0.015] [optim_t 0.457] [lr 0.001347] [CE 4.415 (4.093)] [KD 2.883 (2.782)] +2024-10-18 12:29:01,589 - Train: 53.61% [670700/1251000] [536.1/1000.0] [batch_t 0.408 (0.423)] [data_t 0.016] [optim_t 0.392] [lr 0.001347] [CE 4.249 (4.089)] [KD 2.979 (2.771)] +2024-10-18 12:29:22,388 - Train: 53.62% [670750/1251000] [536.2/1000.0] [batch_t 0.360 (0.416)] [data_t 0.016] [optim_t 0.344] [lr 0.001347] [CE 3.766 (4.016)] [KD 2.788 (2.770)] +2024-10-18 12:29:43,828 - Train: 53.62% [670800/1251000] [536.2/1000.0] [batch_t 0.412 (0.429)] [data_t 0.065] [optim_t 0.347] [lr 0.001346] [CE 4.041 (4.086)] [KD 2.792 (2.794)] +2024-10-18 12:30:05,860 - Train: 53.63% [670850/1251000] [536.3/1000.0] [batch_t 0.517 (0.441)] [data_t 0.168] [optim_t 0.349] [lr 0.001346] [CE 4.267 (4.061)] [KD 2.895 (2.729)] +2024-10-18 12:30:27,438 - Train: 53.63% [670900/1251000] [536.3/1000.0] [batch_t 0.403 (0.431)] [data_t 0.056] [optim_t 0.347] [lr 0.001346] [CE 4.084 (4.093)] [KD 2.870 (2.807)] +2024-10-18 12:30:49,039 - Train: 53.63% [670950/1251000] [536.3/1000.0] [batch_t 0.391 (0.432)] [data_t 0.046] [optim_t 0.344] [lr 0.001346] [CE 4.012 (4.126)] [KD 2.651 (2.845)] +2024-10-18 12:31:10,879 - Train: 53.64% [671000/1251000] [536.4/1000.0] [batch_t 0.389 (0.437)] [data_t 0.043] [optim_t 0.346] [lr 0.001346] [CE 3.844 (4.150)] [KD 2.844 (2.822)] +2024-10-18 12:31:32,827 - Train: 53.64% [671050/1251000] [536.4/1000.0] [batch_t 0.539 (0.439)] [data_t 0.189] [optim_t 0.350] [lr 0.001346] [CE 4.095 (4.147)] [KD 2.731 (2.796)] +2024-10-18 12:31:54,179 - Train: 53.65% [671100/1251000] [536.5/1000.0] [batch_t 0.452 (0.427)] [data_t 0.110] [optim_t 0.343] [lr 0.001345] [CE 4.380 (4.104)] [KD 3.073 (2.777)] +2024-10-18 12:32:16,029 - Train: 53.65% [671150/1251000] [536.5/1000.0] [batch_t 0.400 (0.437)] [data_t 0.052] [optim_t 0.348] [lr 0.001345] [CE 3.957 (4.089)] [KD 2.846 (2.767)] +2024-10-18 12:32:37,739 - Train: 53.65% [671200/1251000] [536.5/1000.0] [batch_t 0.361 (0.434)] [data_t 0.015] [optim_t 0.346] [lr 0.001345] [CE 4.297 (4.078)] [KD 2.989 (2.785)] +2024-10-18 12:32:59,408 - Train: 53.66% [671250/1251000] [536.6/1000.0] [batch_t 0.446 (0.433)] [data_t 0.098] [optim_t 0.348] [lr 0.001345] [CE 4.422 (4.115)] [KD 2.957 (2.819)] +2024-10-18 12:33:21,170 - Train: 53.66% [671300/1251000] [536.6/1000.0] [batch_t 0.365 (0.435)] [data_t 0.019] [optim_t 0.346] [lr 0.001345] [CE 4.363 (4.145)] [KD 2.799 (2.792)] +2024-10-18 12:33:42,888 - Train: 53.67% [671350/1251000] [536.7/1000.0] [batch_t 0.436 (0.434)] [data_t 0.093] [optim_t 0.343] [lr 0.001344] [CE 4.241 (4.130)] [KD 3.024 (2.780)] +2024-10-18 12:34:04,661 - Train: 53.67% [671400/1251000] [536.7/1000.0] [batch_t 0.374 (0.435)] [data_t 0.032] [optim_t 0.342] [lr 0.001344] [CE 4.270 (4.165)] [KD 2.795 (2.847)] +2024-10-18 12:34:26,586 - Train: 53.67% [671450/1251000] [536.7/1000.0] [batch_t 0.476 (0.438)] [data_t 0.016] [optim_t 0.460] [lr 0.001344] [CE 3.858 (4.117)] [KD 2.698 (2.847)] +2024-10-18 12:34:48,782 - Train: 53.68% [671500/1251000] [536.8/1000.0] [batch_t 0.482 (0.444)] [data_t 0.016] [optim_t 0.466] [lr 0.001344] [CE 3.994 (4.127)] [KD 2.859 (2.821)] +2024-10-18 12:35:10,085 - Train: 53.68% [671550/1251000] [536.8/1000.0] [batch_t 0.483 (0.426)] [data_t 0.015] [optim_t 0.468] [lr 0.001344] [CE 4.433 (4.116)] [KD 2.979 (2.792)] +2024-10-18 12:35:31,745 - Train: 53.69% [671600/1251000] [536.9/1000.0] [batch_t 0.440 (0.433)] [data_t 0.016] [optim_t 0.425] [lr 0.001343] [CE 3.839 (4.063)] [KD 2.815 (2.815)] +2024-10-18 12:35:53,804 - Train: 53.69% [671650/1251000] [536.9/1000.0] [batch_t 0.444 (0.441)] [data_t 0.016] [optim_t 0.428] [lr 0.001343] [CE 3.995 (4.074)] [KD 2.783 (2.802)] +2024-10-18 12:36:15,770 - Train: 53.69% [671700/1251000] [536.9/1000.0] [batch_t 0.486 (0.439)] [data_t 0.015] [optim_t 0.471] [lr 0.001343] [CE 3.697 (4.136)] [KD 2.813 (2.799)] +2024-10-18 12:36:37,737 - Train: 53.70% [671750/1251000] [537.0/1000.0] [batch_t 0.411 (0.439)] [data_t 0.015] [optim_t 0.396] [lr 0.001343] [CE 3.929 (4.089)] [KD 2.588 (2.782)] +2024-10-18 12:37:15,334 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 39075] [top5_cnt 47141] [top_all 50000] +2024-10-18 12:37:15,334 - net: 78.150 (94.282) +2024-10-18 12:37:36,598 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40658] [top5_cnt 47845] [top_all 50000] +2024-10-18 12:37:36,598 - net_E: 81.316 (95.690) +2024-10-18 12:37:36,748 - Max [top1: 78.150 (epoch: 537)] [top1-ema: 81.316 (epoch: 537)] +2024-10-18 12:37:36,749 - ==> Total time: 3 days, 12:55:45 Eta: 3 days, 1:13:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 12:37:50,054 - Train: 53.70% [671800/1251000] [537.0/1000.0] [batch_t 0.363 (0.526)] [data_t 0.016] [optim_t 0.348] [lr 0.001343] [CE 4.322 (4.219)] [KD 2.903 (2.825)] +2024-10-18 12:38:10,502 - Train: 53.71% [671850/1251000] [537.1/1000.0] [batch_t 0.360 (0.409)] [data_t 0.016] [optim_t 0.344] [lr 0.001343] [CE 4.376 (4.014)] [KD 2.997 (2.706)] +2024-10-18 12:38:33,003 - Train: 53.71% [671900/1251000] [537.1/1000.0] [batch_t 0.444 (0.450)] [data_t 0.016] [optim_t 0.428] [lr 0.001342] [CE 3.741 (4.079)] [KD 2.575 (2.768)] +2024-10-18 12:38:55,071 - Train: 53.71% [671950/1251000] [537.1/1000.0] [batch_t 0.469 (0.441)] [data_t 0.016] [optim_t 0.453] [lr 0.001342] [CE 4.369 (4.099)] [KD 2.848 (2.797)] +2024-10-18 12:39:17,119 - Train: 53.72% [672000/1251000] [537.2/1000.0] [batch_t 0.386 (0.441)] [data_t 0.015] [optim_t 0.371] [lr 0.001342] [CE 4.666 (4.127)] [KD 2.984 (2.815)] +2024-10-18 12:39:38,033 - Train: 53.72% [672050/1251000] [537.2/1000.0] [batch_t 0.368 (0.418)] [data_t 0.015] [optim_t 0.353] [lr 0.001342] [CE 4.738 (4.102)] [KD 3.139 (2.789)] +2024-10-18 12:39:59,516 - Train: 53.73% [672100/1251000] [537.3/1000.0] [batch_t 0.425 (0.430)] [data_t 0.015] [optim_t 0.410] [lr 0.001342] [CE 4.078 (4.116)] [KD 2.700 (2.802)] +2024-10-18 12:40:21,880 - Train: 53.73% [672150/1251000] [537.3/1000.0] [batch_t 0.400 (0.447)] [data_t 0.015] [optim_t 0.385] [lr 0.001341] [CE 4.184 (4.108)] [KD 2.742 (2.802)] +2024-10-18 12:40:44,437 - Train: 53.73% [672200/1251000] [537.3/1000.0] [batch_t 0.451 (0.451)] [data_t 0.015] [optim_t 0.435] [lr 0.001341] [CE 3.873 (4.111)] [KD 2.642 (2.808)] +2024-10-18 12:41:06,328 - Train: 53.74% [672250/1251000] [537.4/1000.0] [batch_t 0.403 (0.438)] [data_t 0.015] [optim_t 0.388] [lr 0.001341] [CE 3.606 (4.112)] [KD 2.577 (2.804)] +2024-10-18 12:41:28,213 - Train: 53.74% [672300/1251000] [537.4/1000.0] [batch_t 0.431 (0.438)] [data_t 0.016] [optim_t 0.415] [lr 0.001341] [CE 3.906 (4.101)] [KD 2.786 (2.815)] +2024-10-18 12:41:50,159 - Train: 53.75% [672350/1251000] [537.5/1000.0] [batch_t 0.485 (0.439)] [data_t 0.015] [optim_t 0.470] [lr 0.001341] [CE 4.281 (4.078)] [KD 2.851 (2.776)] +2024-10-18 12:42:11,499 - Train: 53.75% [672400/1251000] [537.5/1000.0] [batch_t 0.411 (0.427)] [data_t 0.016] [optim_t 0.396] [lr 0.001341] [CE 4.197 (4.175)] [KD 2.816 (2.859)] +2024-10-18 12:42:32,739 - Train: 53.75% [672450/1251000] [537.5/1000.0] [batch_t 0.429 (0.425)] [data_t 0.015] [optim_t 0.413] [lr 0.001340] [CE 3.712 (4.138)] [KD 2.827 (2.821)] +2024-10-18 12:42:54,400 - Train: 53.76% [672500/1251000] [537.6/1000.0] [batch_t 0.460 (0.433)] [data_t 0.016] [optim_t 0.444] [lr 0.001340] [CE 4.286 (4.092)] [KD 3.071 (2.840)] +2024-10-18 12:43:16,128 - Train: 53.76% [672550/1251000] [537.6/1000.0] [batch_t 0.445 (0.434)] [data_t 0.015] [optim_t 0.430] [lr 0.001340] [CE 3.817 (4.096)] [KD 2.657 (2.791)] +2024-10-18 12:43:38,222 - Train: 53.76% [672600/1251000] [537.6/1000.0] [batch_t 0.449 (0.442)] [data_t 0.015] [optim_t 0.433] [lr 0.001340] [CE 3.912 (4.112)] [KD 2.740 (2.840)] +2024-10-18 12:44:00,049 - Train: 53.77% [672650/1251000] [537.7/1000.0] [batch_t 0.435 (0.436)] [data_t 0.015] [optim_t 0.420] [lr 0.001340] [CE 4.208 (4.136)] [KD 2.952 (2.814)] +2024-10-18 12:44:22,479 - Train: 53.77% [672700/1251000] [537.7/1000.0] [batch_t 0.362 (0.448)] [data_t 0.016] [optim_t 0.346] [lr 0.001339] [CE 3.881 (4.140)] [KD 2.753 (2.809)] +2024-10-18 12:44:44,079 - Train: 53.78% [672750/1251000] [537.8/1000.0] [batch_t 0.438 (0.432)] [data_t 0.015] [optim_t 0.423] [lr 0.001339] [CE 3.769 (4.075)] [KD 2.516 (2.774)] +2024-10-18 12:45:05,873 - Train: 53.78% [672800/1251000] [537.8/1000.0] [batch_t 0.362 (0.436)] [data_t 0.015] [optim_t 0.347] [lr 0.001339] [CE 4.496 (4.090)] [KD 3.096 (2.767)] +2024-10-18 12:45:28,571 - Train: 53.78% [672850/1251000] [537.8/1000.0] [batch_t 0.506 (0.454)] [data_t 0.015] [optim_t 0.491] [lr 0.001339] [CE 4.264 (4.127)] [KD 2.808 (2.794)] +2024-10-18 12:45:49,455 - Train: 53.79% [672900/1251000] [537.9/1000.0] [batch_t 0.406 (0.418)] [data_t 0.015] [optim_t 0.391] [lr 0.001339] [CE 3.712 (4.055)] [KD 2.756 (2.750)] +2024-10-18 12:46:10,361 - Train: 53.79% [672950/1251000] [537.9/1000.0] [batch_t 0.408 (0.418)] [data_t 0.016] [optim_t 0.392] [lr 0.001338] [CE 4.123 (4.148)] [KD 2.804 (2.830)] +2024-10-18 12:46:33,153 - Train: 53.80% [673000/1251000] [538.0/1000.0] [batch_t 0.473 (0.456)] [data_t 0.015] [optim_t 0.458] [lr 0.001338] [CE 4.644 (4.037)] [KD 3.148 (2.755)] +2024-10-18 12:47:10,428 - Test (net): 100.00% [50/50] [batch_t 0.195 (0.423)] [top1_cnt 39314] [top5_cnt 47277] [top_all 50000] +2024-10-18 12:47:10,429 - net: 78.628 (94.554) +2024-10-18 12:47:31,913 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40688] [top5_cnt 47843] [top_all 50000] +2024-10-18 12:47:31,914 - net_E: 81.376 (95.686) +2024-10-18 12:47:32,104 - Max [top1: 78.628 (epoch: 538)] [top1-ema: 81.376 (epoch: 538)] +2024-10-18 12:47:32,104 - ==> Total time: 3 days, 13:05:40 Eta: 3 days, 1:04:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 12:47:44,952 - Train: 53.80% [673050/1251000] [538.0/1000.0] [batch_t 0.362 (0.568)] [data_t 0.016] [optim_t 0.347] [lr 0.001338] [CE 4.245 (3.994)] [KD 2.944 (2.688)] +2024-10-18 12:48:04,753 - Train: 53.80% [673100/1251000] [538.0/1000.0] [batch_t 0.429 (0.396)] [data_t 0.083] [optim_t 0.345] [lr 0.001338] [CE 4.240 (4.108)] [KD 2.915 (2.783)] +2024-10-18 12:48:26,681 - Train: 53.81% [673150/1251000] [538.1/1000.0] [batch_t 0.433 (0.438)] [data_t 0.015] [optim_t 0.418] [lr 0.001338] [CE 4.336 (4.156)] [KD 2.704 (2.776)] +2024-10-18 12:48:47,220 - Train: 53.81% [673200/1251000] [538.1/1000.0] [batch_t 0.401 (0.411)] [data_t 0.015] [optim_t 0.385] [lr 0.001338] [CE 4.286 (4.109)] [KD 2.737 (2.778)] +2024-10-18 12:49:09,035 - Train: 53.82% [673250/1251000] [538.2/1000.0] [batch_t 0.633 (0.436)] [data_t 0.015] [optim_t 0.618] [lr 0.001337] [CE 4.068 (4.130)] [KD 2.972 (2.807)] +2024-10-18 12:49:29,958 - Train: 53.82% [673300/1251000] [538.2/1000.0] [batch_t 0.361 (0.418)] [data_t 0.016] [optim_t 0.346] [lr 0.001337] [CE 4.055 (4.054)] [KD 2.704 (2.752)] +2024-10-18 12:49:51,592 - Train: 53.82% [673350/1251000] [538.2/1000.0] [batch_t 0.425 (0.433)] [data_t 0.015] [optim_t 0.409] [lr 0.001337] [CE 4.189 (4.094)] [KD 2.856 (2.782)] +2024-10-18 12:50:13,502 - Train: 53.83% [673400/1251000] [538.3/1000.0] [batch_t 0.386 (0.438)] [data_t 0.015] [optim_t 0.370] [lr 0.001337] [CE 3.719 (4.176)] [KD 2.711 (2.797)] +2024-10-18 12:50:35,810 - Train: 53.83% [673450/1251000] [538.3/1000.0] [batch_t 0.467 (0.446)] [data_t 0.015] [optim_t 0.452] [lr 0.001337] [CE 3.939 (3.978)] [KD 2.770 (2.715)] +2024-10-18 12:50:57,687 - Train: 53.84% [673500/1251000] [538.4/1000.0] [batch_t 0.427 (0.437)] [data_t 0.016] [optim_t 0.412] [lr 0.001336] [CE 3.744 (4.080)] [KD 2.550 (2.810)] +2024-10-18 12:51:19,471 - Train: 53.84% [673550/1251000] [538.4/1000.0] [batch_t 0.541 (0.436)] [data_t 0.198] [optim_t 0.343] [lr 0.001336] [CE 3.812 (4.085)] [KD 2.702 (2.793)] +2024-10-18 12:51:40,734 - Train: 53.84% [673600/1251000] [538.4/1000.0] [batch_t 0.381 (0.425)] [data_t 0.035] [optim_t 0.347] [lr 0.001336] [CE 4.819 (4.117)] [KD 3.172 (2.826)] +2024-10-18 12:52:02,390 - Train: 53.85% [673650/1251000] [538.5/1000.0] [batch_t 0.446 (0.433)] [data_t 0.098] [optim_t 0.349] [lr 0.001336] [CE 3.996 (4.085)] [KD 2.762 (2.803)] +2024-10-18 12:52:24,275 - Train: 53.85% [673700/1251000] [538.5/1000.0] [batch_t 0.440 (0.438)] [data_t 0.097] [optim_t 0.344] [lr 0.001336] [CE 4.132 (4.065)] [KD 2.876 (2.754)] +2024-10-18 12:52:45,167 - Train: 53.86% [673750/1251000] [538.6/1000.0] [batch_t 0.438 (0.418)] [data_t 0.092] [optim_t 0.346] [lr 0.001336] [CE 4.125 (4.148)] [KD 2.801 (2.840)] +2024-10-18 12:53:06,461 - Train: 53.86% [673800/1251000] [538.6/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.001335] [CE 3.712 (4.115)] [KD 2.488 (2.810)] +2024-10-18 12:53:28,285 - Train: 53.86% [673850/1251000] [538.6/1000.0] [batch_t 0.432 (0.436)] [data_t 0.015] [optim_t 0.417] [lr 0.001335] [CE 3.803 (4.044)] [KD 2.567 (2.786)] +2024-10-18 12:53:49,581 - Train: 53.87% [673900/1251000] [538.7/1000.0] [batch_t 0.387 (0.426)] [data_t 0.016] [optim_t 0.372] [lr 0.001335] [CE 4.192 (4.066)] [KD 2.693 (2.759)] +2024-10-18 12:54:11,243 - Train: 53.87% [673950/1251000] [538.7/1000.0] [batch_t 0.450 (0.433)] [data_t 0.016] [optim_t 0.434] [lr 0.001335] [CE 3.767 (4.144)] [KD 2.609 (2.801)] +2024-10-18 12:54:32,814 - Train: 53.88% [674000/1251000] [538.8/1000.0] [batch_t 0.415 (0.431)] [data_t 0.015] [optim_t 0.399] [lr 0.001335] [CE 4.418 (4.109)] [KD 3.093 (2.815)] +2024-10-18 12:54:54,054 - Train: 53.88% [674050/1251000] [538.8/1000.0] [batch_t 0.426 (0.425)] [data_t 0.015] [optim_t 0.410] [lr 0.001334] [CE 4.220 (4.063)] [KD 2.858 (2.784)] +2024-10-18 12:55:15,685 - Train: 53.88% [674100/1251000] [538.8/1000.0] [batch_t 0.390 (0.433)] [data_t 0.015] [optim_t 0.374] [lr 0.001334] [CE 4.070 (4.130)] [KD 2.735 (2.835)] +2024-10-18 12:55:37,731 - Train: 53.89% [674150/1251000] [538.9/1000.0] [batch_t 0.472 (0.441)] [data_t 0.016] [optim_t 0.457] [lr 0.001334] [CE 4.140 (4.093)] [KD 2.715 (2.772)] +2024-10-18 12:55:58,588 - Train: 53.89% [674200/1251000] [538.9/1000.0] [batch_t 0.442 (0.417)] [data_t 0.016] [optim_t 0.427] [lr 0.001334] [CE 4.264 (4.125)] [KD 2.744 (2.821)] +2024-10-18 12:56:19,582 - Train: 53.90% [674250/1251000] [539.0/1000.0] [batch_t 0.438 (0.420)] [data_t 0.016] [optim_t 0.422] [lr 0.001334] [CE 3.934 (4.078)] [KD 2.742 (2.792)] +2024-10-18 12:56:57,582 - Test (net): 100.00% [50/50] [batch_t 0.144 (0.433)] [top1_cnt 39366] [top5_cnt 47231] [top_all 50000] +2024-10-18 12:56:57,583 - net: 78.732 (94.462) +2024-10-18 12:57:18,798 - Test (net_E): 100.00% [50/50] [batch_t 0.130 (0.418)] [top1_cnt 40659] [top5_cnt 47853] [top_all 50000] +2024-10-18 12:57:18,798 - net_E: 81.318 (95.706) +2024-10-18 12:57:18,972 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.376 (epoch: 538)] +2024-10-18 12:57:18,973 - ==> Total time: 3 days, 13:15:27 Eta: 3 days, 0:55:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 12:57:30,007 - Train: 53.90% [674300/1251000] [539.0/1000.0] [batch_t 0.367 (0.626)] [data_t 0.016] [optim_t 0.351] [lr 0.001333] [CE 4.079 (4.019)] [KD 2.829 (2.707)] +2024-10-18 12:57:50,262 - Train: 53.90% [674350/1251000] [539.0/1000.0] [batch_t 0.364 (0.405)] [data_t 0.015] [optim_t 0.348] [lr 0.001333] [CE 3.921 (4.101)] [KD 2.670 (2.802)] +2024-10-18 12:58:11,977 - Train: 53.91% [674400/1251000] [539.1/1000.0] [batch_t 0.459 (0.434)] [data_t 0.015] [optim_t 0.444] [lr 0.001333] [CE 3.924 (4.111)] [KD 2.684 (2.779)] +2024-10-18 12:58:34,937 - Train: 53.91% [674450/1251000] [539.1/1000.0] [batch_t 0.360 (0.459)] [data_t 0.016] [optim_t 0.345] [lr 0.001333] [CE 4.132 (4.097)] [KD 2.783 (2.775)] +2024-10-18 12:58:57,422 - Train: 53.92% [674500/1251000] [539.2/1000.0] [batch_t 0.362 (0.450)] [data_t 0.015] [optim_t 0.347] [lr 0.001333] [CE 3.992 (4.045)] [KD 2.597 (2.746)] +2024-10-18 12:59:19,134 - Train: 53.92% [674550/1251000] [539.2/1000.0] [batch_t 0.502 (0.434)] [data_t 0.015] [optim_t 0.486] [lr 0.001333] [CE 4.432 (4.135)] [KD 2.983 (2.805)] +2024-10-18 12:59:41,051 - Train: 53.92% [674600/1251000] [539.2/1000.0] [batch_t 0.420 (0.438)] [data_t 0.015] [optim_t 0.404] [lr 0.001332] [CE 4.154 (4.039)] [KD 2.607 (2.735)] +2024-10-18 13:00:03,060 - Train: 53.93% [674650/1251000] [539.3/1000.0] [batch_t 0.490 (0.440)] [data_t 0.016] [optim_t 0.475] [lr 0.001332] [CE 3.968 (4.096)] [KD 2.663 (2.774)] +2024-10-18 13:00:25,085 - Train: 53.93% [674700/1251000] [539.3/1000.0] [batch_t 0.384 (0.440)] [data_t 0.015] [optim_t 0.368] [lr 0.001332] [CE 4.329 (4.111)] [KD 2.903 (2.827)] +2024-10-18 13:00:46,935 - Train: 53.94% [674750/1251000] [539.4/1000.0] [batch_t 0.509 (0.437)] [data_t 0.015] [optim_t 0.493] [lr 0.001332] [CE 3.883 (4.008)] [KD 2.670 (2.763)] +2024-10-18 13:01:09,044 - Train: 53.94% [674800/1251000] [539.4/1000.0] [batch_t 0.502 (0.442)] [data_t 0.015] [optim_t 0.486] [lr 0.001332] [CE 3.778 (4.152)] [KD 2.458 (2.805)] +2024-10-18 13:01:31,139 - Train: 53.94% [674850/1251000] [539.4/1000.0] [batch_t 0.363 (0.442)] [data_t 0.015] [optim_t 0.348] [lr 0.001331] [CE 4.211 (4.110)] [KD 2.815 (2.777)] +2024-10-18 13:01:53,317 - Train: 53.95% [674900/1251000] [539.5/1000.0] [batch_t 0.439 (0.443)] [data_t 0.015] [optim_t 0.424] [lr 0.001331] [CE 4.505 (4.065)] [KD 3.069 (2.765)] +2024-10-18 13:02:15,828 - Train: 53.95% [674950/1251000] [539.5/1000.0] [batch_t 0.453 (0.450)] [data_t 0.015] [optim_t 0.438] [lr 0.001331] [CE 4.237 (4.063)] [KD 2.913 (2.757)] +2024-10-18 13:02:37,713 - Train: 53.96% [675000/1251000] [539.6/1000.0] [batch_t 0.440 (0.438)] [data_t 0.016] [optim_t 0.424] [lr 0.001331] [CE 4.173 (4.118)] [KD 2.795 (2.776)] +2024-10-18 13:02:59,956 - Train: 53.96% [675050/1251000] [539.6/1000.0] [batch_t 0.454 (0.445)] [data_t 0.015] [optim_t 0.439] [lr 0.001331] [CE 3.950 (4.087)] [KD 2.816 (2.776)] +2024-10-18 13:03:22,332 - Train: 53.96% [675100/1251000] [539.6/1000.0] [batch_t 0.365 (0.447)] [data_t 0.016] [optim_t 0.350] [lr 0.001331] [CE 4.247 (3.988)] [KD 2.654 (2.701)] +2024-10-18 13:03:44,194 - Train: 53.97% [675150/1251000] [539.7/1000.0] [batch_t 0.426 (0.437)] [data_t 0.016] [optim_t 0.411] [lr 0.001330] [CE 4.095 (4.019)] [KD 2.655 (2.748)] +2024-10-18 13:04:06,481 - Train: 53.97% [675200/1251000] [539.7/1000.0] [batch_t 0.460 (0.446)] [data_t 0.015] [optim_t 0.445] [lr 0.001330] [CE 4.011 (4.107)] [KD 2.720 (2.797)] +2024-10-18 13:04:28,405 - Train: 53.98% [675250/1251000] [539.8/1000.0] [batch_t 0.421 (0.438)] [data_t 0.015] [optim_t 0.406] [lr 0.001330] [CE 4.339 (4.151)] [KD 2.987 (2.821)] +2024-10-18 13:04:50,465 - Train: 53.98% [675300/1251000] [539.8/1000.0] [batch_t 0.370 (0.441)] [data_t 0.015] [optim_t 0.354] [lr 0.001330] [CE 3.627 (4.073)] [KD 2.547 (2.768)] +2024-10-18 13:05:12,597 - Train: 53.98% [675350/1251000] [539.8/1000.0] [batch_t 0.564 (0.443)] [data_t 0.015] [optim_t 0.548] [lr 0.001330] [CE 4.136 (4.124)] [KD 2.920 (2.830)] +2024-10-18 13:05:35,388 - Train: 53.99% [675400/1251000] [539.9/1000.0] [batch_t 0.481 (0.456)] [data_t 0.015] [optim_t 0.466] [lr 0.001329] [CE 4.146 (4.102)] [KD 2.864 (2.787)] +2024-10-18 13:05:57,879 - Train: 53.99% [675450/1251000] [539.9/1000.0] [batch_t 0.368 (0.450)] [data_t 0.015] [optim_t 0.352] [lr 0.001329] [CE 3.662 (4.021)] [KD 2.524 (2.772)] +2024-10-18 13:06:19,833 - Train: 54.00% [675500/1251000] [540.0/1000.0] [batch_t 0.366 (0.439)] [data_t 0.015] [optim_t 0.351] [lr 0.001329] [CE 3.914 (4.073)] [KD 2.574 (2.750)] +2024-10-18 13:06:58,909 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 39021] [top5_cnt 47141] [top_all 50000] +2024-10-18 13:06:58,909 - net: 78.042 (94.282) +2024-10-18 13:07:21,112 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 40669] [top5_cnt 47864] [top_all 50000] +2024-10-18 13:07:21,113 - net_E: 81.338 (95.728) +2024-10-18 13:07:21,313 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.376 (epoch: 538)] +2024-10-18 13:07:21,313 - ==> Total time: 3 days, 13:25:29 Eta: 3 days, 0:46:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 13:07:32,810 - Train: 54.00% [675550/1251000] [540.0/1000.0] [batch_t 0.360 (0.738)] [data_t 0.015] [optim_t 0.345] [lr 0.001329] [CE 4.086 (4.267)] [KD 2.796 (2.785)] +2024-10-18 13:07:52,697 - Train: 54.00% [675600/1251000] [540.0/1000.0] [batch_t 0.475 (0.398)] [data_t 0.015] [optim_t 0.460] [lr 0.001329] [CE 4.460 (4.109)] [KD 2.617 (2.751)] +2024-10-18 13:08:14,423 - Train: 54.01% [675650/1251000] [540.1/1000.0] [batch_t 0.422 (0.434)] [data_t 0.015] [optim_t 0.406] [lr 0.001328] [CE 3.512 (4.068)] [KD 2.446 (2.746)] +2024-10-18 13:08:35,722 - Train: 54.01% [675700/1251000] [540.1/1000.0] [batch_t 0.414 (0.426)] [data_t 0.015] [optim_t 0.398] [lr 0.001328] [CE 3.814 (4.102)] [KD 2.853 (2.776)] +2024-10-18 13:08:57,977 - Train: 54.02% [675750/1251000] [540.2/1000.0] [batch_t 0.425 (0.445)] [data_t 0.015] [optim_t 0.410] [lr 0.001328] [CE 4.611 (4.141)] [KD 2.989 (2.781)] +2024-10-18 13:09:19,189 - Train: 54.02% [675800/1251000] [540.2/1000.0] [batch_t 0.426 (0.424)] [data_t 0.015] [optim_t 0.410] [lr 0.001328] [CE 4.051 (4.120)] [KD 2.734 (2.781)] +2024-10-18 13:09:41,495 - Train: 54.02% [675850/1251000] [540.2/1000.0] [batch_t 0.430 (0.446)] [data_t 0.015] [optim_t 0.414] [lr 0.001328] [CE 3.734 (4.081)] [KD 2.471 (2.753)] +2024-10-18 13:10:02,277 - Train: 54.03% [675900/1251000] [540.3/1000.0] [batch_t 0.408 (0.416)] [data_t 0.016] [optim_t 0.393] [lr 0.001328] [CE 4.217 (4.025)] [KD 2.752 (2.724)] +2024-10-18 13:10:23,270 - Train: 54.03% [675950/1251000] [540.3/1000.0] [batch_t 0.440 (0.420)] [data_t 0.016] [optim_t 0.424] [lr 0.001327] [CE 4.347 (4.121)] [KD 2.883 (2.793)] +2024-10-18 13:10:44,020 - Train: 54.04% [676000/1251000] [540.4/1000.0] [batch_t 0.384 (0.415)] [data_t 0.016] [optim_t 0.368] [lr 0.001327] [CE 4.101 (4.126)] [KD 2.995 (2.784)] +2024-10-18 13:11:04,308 - Train: 54.04% [676050/1251000] [540.4/1000.0] [batch_t 0.420 (0.406)] [data_t 0.015] [optim_t 0.405] [lr 0.001327] [CE 4.288 (4.062)] [KD 2.786 (2.754)] +2024-10-18 13:11:25,333 - Train: 54.04% [676100/1251000] [540.4/1000.0] [batch_t 0.368 (0.420)] [data_t 0.016] [optim_t 0.353] [lr 0.001327] [CE 4.385 (4.121)] [KD 2.814 (2.784)] +2024-10-18 13:11:47,234 - Train: 54.05% [676150/1251000] [540.5/1000.0] [batch_t 0.404 (0.438)] [data_t 0.015] [optim_t 0.389] [lr 0.001327] [CE 4.700 (4.098)] [KD 3.215 (2.813)] +2024-10-18 13:12:08,479 - Train: 54.05% [676200/1251000] [540.5/1000.0] [batch_t 0.437 (0.425)] [data_t 0.015] [optim_t 0.421] [lr 0.001326] [CE 3.666 (4.112)] [KD 2.744 (2.792)] +2024-10-18 13:12:29,793 - Train: 54.06% [676250/1251000] [540.6/1000.0] [batch_t 0.394 (0.426)] [data_t 0.015] [optim_t 0.378] [lr 0.001326] [CE 4.435 (4.123)] [KD 3.084 (2.849)] +2024-10-18 13:12:51,358 - Train: 54.06% [676300/1251000] [540.6/1000.0] [batch_t 0.472 (0.431)] [data_t 0.015] [optim_t 0.457] [lr 0.001326] [CE 4.296 (4.220)] [KD 3.024 (2.854)] +2024-10-18 13:13:12,676 - Train: 54.06% [676350/1251000] [540.6/1000.0] [batch_t 0.427 (0.426)] [data_t 0.015] [optim_t 0.412] [lr 0.001326] [CE 3.912 (4.075)] [KD 2.627 (2.807)] +2024-10-18 13:13:34,644 - Train: 54.07% [676400/1251000] [540.7/1000.0] [batch_t 0.463 (0.439)] [data_t 0.015] [optim_t 0.448] [lr 0.001326] [CE 3.776 (4.104)] [KD 2.573 (2.806)] +2024-10-18 13:13:55,989 - Train: 54.07% [676450/1251000] [540.7/1000.0] [batch_t 0.388 (0.427)] [data_t 0.015] [optim_t 0.373] [lr 0.001326] [CE 4.490 (4.095)] [KD 2.924 (2.813)] +2024-10-18 13:14:17,732 - Train: 54.08% [676500/1251000] [540.8/1000.0] [batch_t 0.402 (0.435)] [data_t 0.015] [optim_t 0.387] [lr 0.001325] [CE 3.693 (4.066)] [KD 2.761 (2.802)] +2024-10-18 13:14:39,123 - Train: 54.08% [676550/1251000] [540.8/1000.0] [batch_t 0.410 (0.428)] [data_t 0.015] [optim_t 0.395] [lr 0.001325] [CE 3.793 (4.048)] [KD 2.696 (2.763)] +2024-10-18 13:15:01,819 - Train: 54.08% [676600/1251000] [540.8/1000.0] [batch_t 0.450 (0.454)] [data_t 0.015] [optim_t 0.435] [lr 0.001325] [CE 3.548 (4.113)] [KD 2.455 (2.768)] +2024-10-18 13:15:24,064 - Train: 54.09% [676650/1251000] [540.9/1000.0] [batch_t 0.452 (0.445)] [data_t 0.015] [optim_t 0.437] [lr 0.001325] [CE 3.986 (4.080)] [KD 2.647 (2.725)] +2024-10-18 13:15:45,369 - Train: 54.09% [676700/1251000] [540.9/1000.0] [batch_t 0.406 (0.426)] [data_t 0.015] [optim_t 0.390] [lr 0.001325] [CE 3.748 (4.137)] [KD 2.630 (2.810)] +2024-10-18 13:16:05,962 - Train: 54.10% [676750/1251000] [541.0/1000.0] [batch_t 0.457 (0.412)] [data_t 0.015] [optim_t 0.441] [lr 0.001324] [CE 3.543 (4.168)] [KD 2.604 (2.842)] +2024-10-18 13:16:45,191 - Test (net): 100.00% [50/50] [batch_t 0.130 (0.442)] [top1_cnt 38969] [top5_cnt 47073] [top_all 50000] +2024-10-18 13:16:45,192 - net: 77.938 (94.146) +2024-10-18 13:17:06,682 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40692] [top5_cnt 47864] [top_all 50000] +2024-10-18 13:17:06,683 - net_E: 81.384 (95.728) +2024-10-18 13:17:06,861 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.384 (epoch: 541)] +2024-10-18 13:17:06,862 - ==> Total time: 3 days, 13:35:15 Eta: 3 days, 0:36:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 13:17:17,983 - Train: 54.10% [676800/1251000] [541.0/1000.0] [batch_t 0.361 (0.781)] [data_t 0.015] [optim_t 0.346] [lr 0.001324] [CE 4.103 (4.157)] [KD 3.000 (2.819)] +2024-10-18 13:17:37,899 - Train: 54.10% [676850/1251000] [541.0/1000.0] [batch_t 0.416 (0.398)] [data_t 0.015] [optim_t 0.400] [lr 0.001324] [CE 4.073 (4.097)] [KD 2.784 (2.742)] +2024-10-18 13:17:59,143 - Train: 54.11% [676900/1251000] [541.1/1000.0] [batch_t 0.648 (0.425)] [data_t 0.015] [optim_t 0.633] [lr 0.001324] [CE 3.820 (4.147)] [KD 2.592 (2.806)] +2024-10-18 13:18:20,310 - Train: 54.11% [676950/1251000] [541.1/1000.0] [batch_t 0.559 (0.423)] [data_t 0.015] [optim_t 0.544] [lr 0.001324] [CE 3.902 (4.081)] [KD 2.675 (2.760)] +2024-10-18 13:18:41,196 - Train: 54.12% [677000/1251000] [541.2/1000.0] [batch_t 0.425 (0.418)] [data_t 0.016] [optim_t 0.410] [lr 0.001323] [CE 3.911 (4.174)] [KD 2.601 (2.786)] +2024-10-18 13:19:01,741 - Train: 54.12% [677050/1251000] [541.2/1000.0] [batch_t 0.403 (0.411)] [data_t 0.015] [optim_t 0.387] [lr 0.001323] [CE 3.830 (4.040)] [KD 2.754 (2.766)] +2024-10-18 13:19:23,503 - Train: 54.12% [677100/1251000] [541.2/1000.0] [batch_t 0.449 (0.435)] [data_t 0.015] [optim_t 0.434] [lr 0.001323] [CE 4.239 (4.054)] [KD 2.841 (2.769)] +2024-10-18 13:19:45,053 - Train: 54.13% [677150/1251000] [541.3/1000.0] [batch_t 0.410 (0.431)] [data_t 0.015] [optim_t 0.394] [lr 0.001323] [CE 3.965 (4.107)] [KD 2.765 (2.797)] +2024-10-18 13:20:06,233 - Train: 54.13% [677200/1251000] [541.3/1000.0] [batch_t 0.387 (0.424)] [data_t 0.015] [optim_t 0.371] [lr 0.001323] [CE 4.706 (4.118)] [KD 3.063 (2.762)] +2024-10-18 13:20:27,724 - Train: 54.14% [677250/1251000] [541.4/1000.0] [batch_t 0.385 (0.430)] [data_t 0.015] [optim_t 0.369] [lr 0.001323] [CE 3.989 (4.057)] [KD 2.885 (2.761)] +2024-10-18 13:20:50,520 - Train: 54.14% [677300/1251000] [541.4/1000.0] [batch_t 0.458 (0.456)] [data_t 0.015] [optim_t 0.443] [lr 0.001322] [CE 3.894 (4.052)] [KD 2.696 (2.763)] +2024-10-18 13:21:11,877 - Train: 54.14% [677350/1251000] [541.4/1000.0] [batch_t 0.431 (0.427)] [data_t 0.015] [optim_t 0.415] [lr 0.001322] [CE 3.844 (4.078)] [KD 2.653 (2.771)] +2024-10-18 13:21:33,523 - Train: 54.15% [677400/1251000] [541.5/1000.0] [batch_t 0.454 (0.433)] [data_t 0.015] [optim_t 0.438] [lr 0.001322] [CE 4.384 (4.104)] [KD 2.798 (2.768)] +2024-10-18 13:21:54,525 - Train: 54.15% [677450/1251000] [541.5/1000.0] [batch_t 0.481 (0.420)] [data_t 0.015] [optim_t 0.465] [lr 0.001322] [CE 4.268 (4.125)] [KD 2.852 (2.797)] +2024-10-18 13:22:15,288 - Train: 54.16% [677500/1251000] [541.6/1000.0] [batch_t 0.425 (0.415)] [data_t 0.015] [optim_t 0.409] [lr 0.001322] [CE 4.515 (4.162)] [KD 2.906 (2.811)] +2024-10-18 13:22:36,766 - Train: 54.16% [677550/1251000] [541.6/1000.0] [batch_t 0.458 (0.429)] [data_t 0.015] [optim_t 0.443] [lr 0.001321] [CE 4.136 (4.090)] [KD 2.704 (2.806)] +2024-10-18 13:22:58,215 - Train: 54.16% [677600/1251000] [541.6/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.001321] [CE 4.333 (3.991)] [KD 3.041 (2.765)] +2024-10-18 13:23:18,342 - Train: 54.17% [677650/1251000] [541.7/1000.0] [batch_t 0.439 (0.402)] [data_t 0.016] [optim_t 0.424] [lr 0.001321] [CE 3.770 (4.164)] [KD 2.712 (2.836)] +2024-10-18 13:23:40,668 - Train: 54.17% [677700/1251000] [541.7/1000.0] [batch_t 0.447 (0.446)] [data_t 0.015] [optim_t 0.432] [lr 0.001321] [CE 4.292 (4.120)] [KD 2.820 (2.796)] +2024-10-18 13:24:02,430 - Train: 54.18% [677750/1251000] [541.8/1000.0] [batch_t 0.434 (0.435)] [data_t 0.015] [optim_t 0.419] [lr 0.001321] [CE 4.394 (4.086)] [KD 2.884 (2.779)] +2024-10-18 13:24:24,246 - Train: 54.18% [677800/1251000] [541.8/1000.0] [batch_t 0.432 (0.436)] [data_t 0.016] [optim_t 0.416] [lr 0.001321] [CE 3.470 (4.093)] [KD 2.475 (2.791)] +2024-10-18 13:24:45,381 - Train: 54.18% [677850/1251000] [541.8/1000.0] [batch_t 0.417 (0.423)] [data_t 0.015] [optim_t 0.401] [lr 0.001320] [CE 4.048 (4.074)] [KD 2.681 (2.790)] +2024-10-18 13:25:06,875 - Train: 54.19% [677900/1251000] [541.9/1000.0] [batch_t 0.416 (0.430)] [data_t 0.072] [optim_t 0.344] [lr 0.001320] [CE 4.341 (4.154)] [KD 2.904 (2.808)] +2024-10-18 13:25:28,456 - Train: 54.19% [677950/1251000] [541.9/1000.0] [batch_t 0.426 (0.432)] [data_t 0.084] [optim_t 0.343] [lr 0.001320] [CE 3.591 (4.080)] [KD 2.538 (2.713)] +2024-10-18 13:25:50,118 - Train: 54.20% [678000/1251000] [542.0/1000.0] [batch_t 0.404 (0.433)] [data_t 0.063] [optim_t 0.341] [lr 0.001320] [CE 4.311 (4.053)] [KD 3.084 (2.758)] +2024-10-18 13:26:28,978 - Test (net): 100.00% [50/50] [batch_t 0.147 (0.428)] [top1_cnt 39072] [top5_cnt 47101] [top_all 50000] +2024-10-18 13:26:28,979 - net: 78.144 (94.202) +2024-10-18 13:26:50,386 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40709] [top5_cnt 47866] [top_all 50000] +2024-10-18 13:26:50,386 - net_E: 81.418 (95.732) +2024-10-18 13:26:50,531 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.418 (epoch: 542)] +2024-10-18 13:26:50,531 - ==> Total time: 3 days, 13:44:59 Eta: 3 days, 0:27:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 13:27:01,297 - Train: 54.20% [678050/1251000] [542.0/1000.0] [batch_t 0.362 (0.815)] [data_t 0.016] [optim_t 0.346] [lr 0.001320] [CE 4.334 (4.167)] [KD 2.767 (2.807)] +2024-10-18 13:27:20,309 - Train: 54.20% [678100/1251000] [542.0/1000.0] [batch_t 0.536 (0.380)] [data_t 0.016] [optim_t 0.521] [lr 0.001319] [CE 3.819 (4.142)] [KD 2.518 (2.775)] +2024-10-18 13:27:42,208 - Train: 54.21% [678150/1251000] [542.1/1000.0] [batch_t 0.416 (0.438)] [data_t 0.015] [optim_t 0.401] [lr 0.001319] [CE 4.385 (4.089)] [KD 3.027 (2.770)] +2024-10-18 13:28:04,310 - Train: 54.21% [678200/1251000] [542.1/1000.0] [batch_t 0.508 (0.442)] [data_t 0.015] [optim_t 0.492] [lr 0.001319] [CE 4.276 (4.061)] [KD 2.750 (2.745)] +2024-10-18 13:28:26,861 - Train: 54.22% [678250/1251000] [542.2/1000.0] [batch_t 0.442 (0.451)] [data_t 0.015] [optim_t 0.427] [lr 0.001319] [CE 4.463 (4.046)] [KD 3.007 (2.789)] +2024-10-18 13:28:48,653 - Train: 54.22% [678300/1251000] [542.2/1000.0] [batch_t 0.428 (0.436)] [data_t 0.015] [optim_t 0.412] [lr 0.001319] [CE 4.042 (4.085)] [KD 2.767 (2.783)] +2024-10-18 13:29:10,703 - Train: 54.22% [678350/1251000] [542.2/1000.0] [batch_t 0.420 (0.441)] [data_t 0.015] [optim_t 0.404] [lr 0.001318] [CE 4.174 (4.047)] [KD 2.656 (2.743)] +2024-10-18 13:29:32,165 - Train: 54.23% [678400/1251000] [542.3/1000.0] [batch_t 0.387 (0.429)] [data_t 0.015] [optim_t 0.372] [lr 0.001318] [CE 4.412 (4.078)] [KD 2.790 (2.731)] +2024-10-18 13:29:53,781 - Train: 54.23% [678450/1251000] [542.3/1000.0] [batch_t 0.479 (0.432)] [data_t 0.015] [optim_t 0.463] [lr 0.001318] [CE 4.169 (4.107)] [KD 2.937 (2.782)] +2024-10-18 13:30:15,896 - Train: 54.24% [678500/1251000] [542.4/1000.0] [batch_t 0.584 (0.442)] [data_t 0.015] [optim_t 0.569] [lr 0.001318] [CE 3.934 (4.159)] [KD 2.623 (2.800)] +2024-10-18 13:30:37,179 - Train: 54.24% [678550/1251000] [542.4/1000.0] [batch_t 0.433 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.001318] [CE 4.120 (4.066)] [KD 2.789 (2.775)] +2024-10-18 13:30:59,044 - Train: 54.24% [678600/1251000] [542.4/1000.0] [batch_t 0.367 (0.437)] [data_t 0.015] [optim_t 0.352] [lr 0.001318] [CE 4.435 (4.060)] [KD 2.903 (2.717)] +2024-10-18 13:31:20,271 - Train: 54.25% [678650/1251000] [542.5/1000.0] [batch_t 0.436 (0.424)] [data_t 0.015] [optim_t 0.420] [lr 0.001317] [CE 4.273 (4.069)] [KD 2.695 (2.760)] +2024-10-18 13:31:41,010 - Train: 54.25% [678700/1251000] [542.5/1000.0] [batch_t 0.457 (0.415)] [data_t 0.015] [optim_t 0.442] [lr 0.001317] [CE 4.034 (4.079)] [KD 2.846 (2.739)] +2024-10-18 13:32:03,324 - Train: 54.26% [678750/1251000] [542.6/1000.0] [batch_t 0.406 (0.446)] [data_t 0.015] [optim_t 0.390] [lr 0.001317] [CE 3.628 (4.107)] [KD 2.535 (2.798)] +2024-10-18 13:32:25,644 - Train: 54.26% [678800/1251000] [542.6/1000.0] [batch_t 0.450 (0.446)] [data_t 0.015] [optim_t 0.434] [lr 0.001317] [CE 3.805 (4.025)] [KD 2.562 (2.756)] +2024-10-18 13:32:47,568 - Train: 54.26% [678850/1251000] [542.6/1000.0] [batch_t 0.488 (0.438)] [data_t 0.016] [optim_t 0.473] [lr 0.001317] [CE 4.188 (4.172)] [KD 2.802 (2.837)] +2024-10-18 13:33:09,399 - Train: 54.27% [678900/1251000] [542.7/1000.0] [batch_t 0.405 (0.437)] [data_t 0.015] [optim_t 0.390] [lr 0.001316] [CE 3.834 (4.123)] [KD 2.730 (2.799)] +2024-10-18 13:33:31,014 - Train: 54.27% [678950/1251000] [542.7/1000.0] [batch_t 0.432 (0.432)] [data_t 0.015] [optim_t 0.416] [lr 0.001316] [CE 4.032 (4.065)] [KD 2.654 (2.778)] +2024-10-18 13:33:52,489 - Train: 54.28% [679000/1251000] [542.8/1000.0] [batch_t 0.445 (0.429)] [data_t 0.015] [optim_t 0.429] [lr 0.001316] [CE 4.241 (4.171)] [KD 2.876 (2.840)] +2024-10-18 13:34:13,544 - Train: 54.28% [679050/1251000] [542.8/1000.0] [batch_t 0.368 (0.421)] [data_t 0.016] [optim_t 0.352] [lr 0.001316] [CE 3.202 (4.097)] [KD 2.315 (2.786)] +2024-10-18 13:34:34,698 - Train: 54.28% [679100/1251000] [542.8/1000.0] [batch_t 0.368 (0.423)] [data_t 0.015] [optim_t 0.353] [lr 0.001316] [CE 4.508 (4.134)] [KD 3.073 (2.815)] +2024-10-18 13:34:55,781 - Train: 54.29% [679150/1251000] [542.9/1000.0] [batch_t 0.381 (0.422)] [data_t 0.015] [optim_t 0.366] [lr 0.001316] [CE 3.966 (4.037)] [KD 2.817 (2.775)] +2024-10-18 13:35:17,349 - Train: 54.29% [679200/1251000] [542.9/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.349] [lr 0.001315] [CE 4.465 (4.043)] [KD 2.915 (2.752)] +2024-10-18 13:35:38,897 - Train: 54.30% [679250/1251000] [543.0/1000.0] [batch_t 0.402 (0.431)] [data_t 0.015] [optim_t 0.387] [lr 0.001315] [CE 4.397 (4.178)] [KD 2.787 (2.847)] +2024-10-18 13:36:17,937 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 39112] [top5_cnt 47162] [top_all 50000] +2024-10-18 13:36:17,938 - net: 78.224 (94.324) +2024-10-18 13:36:39,493 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 40707] [top5_cnt 47879] [top_all 50000] +2024-10-18 13:36:39,494 - net_E: 81.414 (95.758) +2024-10-18 13:36:39,660 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.418 (epoch: 542)] +2024-10-18 13:36:39,660 - ==> Total time: 3 days, 13:54:48 Eta: 3 days, 0:18:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 13:36:48,255 - Train: 54.30% [679300/1251000] [543.0/1000.0] [batch_t 0.361 (1.010)] [data_t 0.015] [optim_t 0.346] [lr 0.001315] [CE 3.997 (3.918)] [KD 2.786 (2.674)] +2024-10-18 13:37:08,641 - Train: 54.30% [679350/1251000] [543.0/1000.0] [batch_t 0.434 (0.408)] [data_t 0.015] [optim_t 0.418] [lr 0.001315] [CE 3.954 (4.062)] [KD 2.688 (2.748)] +2024-10-18 13:37:30,491 - Train: 54.31% [679400/1251000] [543.1/1000.0] [batch_t 0.433 (0.437)] [data_t 0.015] [optim_t 0.417] [lr 0.001315] [CE 4.189 (4.127)] [KD 2.829 (2.770)] +2024-10-18 13:37:52,307 - Train: 54.31% [679450/1251000] [543.1/1000.0] [batch_t 0.406 (0.436)] [data_t 0.015] [optim_t 0.390] [lr 0.001314] [CE 3.500 (4.114)] [KD 2.336 (2.800)] +2024-10-18 13:38:13,497 - Train: 54.32% [679500/1251000] [543.2/1000.0] [batch_t 0.397 (0.424)] [data_t 0.015] [optim_t 0.382] [lr 0.001314] [CE 4.219 (4.096)] [KD 2.826 (2.738)] +2024-10-18 13:38:35,226 - Train: 54.32% [679550/1251000] [543.2/1000.0] [batch_t 0.459 (0.434)] [data_t 0.015] [optim_t 0.443] [lr 0.001314] [CE 3.947 (4.087)] [KD 2.740 (2.761)] +2024-10-18 13:38:57,145 - Train: 54.32% [679600/1251000] [543.2/1000.0] [batch_t 0.404 (0.438)] [data_t 0.015] [optim_t 0.388] [lr 0.001314] [CE 4.013 (4.173)] [KD 2.763 (2.799)] +2024-10-18 13:39:19,142 - Train: 54.33% [679650/1251000] [543.3/1000.0] [batch_t 0.385 (0.440)] [data_t 0.015] [optim_t 0.370] [lr 0.001314] [CE 3.618 (4.090)] [KD 2.525 (2.829)] +2024-10-18 13:39:41,104 - Train: 54.33% [679700/1251000] [543.3/1000.0] [batch_t 0.499 (0.439)] [data_t 0.015] [optim_t 0.483] [lr 0.001314] [CE 3.888 (4.079)] [KD 2.825 (2.782)] +2024-10-18 13:40:02,928 - Train: 54.34% [679750/1251000] [543.4/1000.0] [batch_t 0.432 (0.436)] [data_t 0.015] [optim_t 0.417] [lr 0.001313] [CE 4.028 (4.101)] [KD 2.750 (2.758)] +2024-10-18 13:40:24,199 - Train: 54.34% [679800/1251000] [543.4/1000.0] [batch_t 0.452 (0.425)] [data_t 0.016] [optim_t 0.437] [lr 0.001313] [CE 3.861 (3.990)] [KD 2.571 (2.735)] +2024-10-18 13:40:45,983 - Train: 54.34% [679850/1251000] [543.4/1000.0] [batch_t 0.421 (0.436)] [data_t 0.015] [optim_t 0.405] [lr 0.001313] [CE 3.902 (4.028)] [KD 2.598 (2.735)] +2024-10-18 13:41:07,408 - Train: 54.35% [679900/1251000] [543.5/1000.0] [batch_t 0.479 (0.428)] [data_t 0.016] [optim_t 0.464] [lr 0.001313] [CE 3.804 (4.068)] [KD 2.583 (2.769)] +2024-10-18 13:41:28,993 - Train: 54.35% [679950/1251000] [543.5/1000.0] [batch_t 0.418 (0.432)] [data_t 0.016] [optim_t 0.403] [lr 0.001313] [CE 4.019 (4.074)] [KD 2.670 (2.756)] +2024-10-18 13:41:50,712 - Train: 54.36% [680000/1251000] [543.6/1000.0] [batch_t 0.471 (0.434)] [data_t 0.015] [optim_t 0.455] [lr 0.001312] [CE 4.489 (4.067)] [KD 2.846 (2.758)] +2024-10-18 13:42:12,593 - Train: 54.36% [680050/1251000] [543.6/1000.0] [batch_t 0.416 (0.437)] [data_t 0.015] [optim_t 0.401] [lr 0.001312] [CE 3.815 (4.071)] [KD 2.637 (2.737)] +2024-10-18 13:42:34,682 - Train: 54.36% [680100/1251000] [543.6/1000.0] [batch_t 0.397 (0.442)] [data_t 0.015] [optim_t 0.382] [lr 0.001312] [CE 3.903 (4.106)] [KD 2.605 (2.777)] +2024-10-18 13:42:56,238 - Train: 54.37% [680150/1251000] [543.7/1000.0] [batch_t 0.431 (0.431)] [data_t 0.016] [optim_t 0.415] [lr 0.001312] [CE 3.712 (4.165)] [KD 2.735 (2.855)] +2024-10-18 13:43:17,967 - Train: 54.37% [680200/1251000] [543.7/1000.0] [batch_t 0.421 (0.434)] [data_t 0.016] [optim_t 0.405] [lr 0.001312] [CE 4.318 (4.067)] [KD 2.999 (2.806)] +2024-10-18 13:43:39,155 - Train: 54.38% [680250/1251000] [543.8/1000.0] [batch_t 0.477 (0.424)] [data_t 0.015] [optim_t 0.462] [lr 0.001311] [CE 4.070 (4.089)] [KD 2.695 (2.782)] +2024-10-18 13:43:59,932 - Train: 54.38% [680300/1251000] [543.8/1000.0] [batch_t 0.364 (0.415)] [data_t 0.015] [optim_t 0.349] [lr 0.001311] [CE 4.064 (4.105)] [KD 2.615 (2.808)] +2024-10-18 13:44:22,077 - Train: 54.38% [680350/1251000] [543.8/1000.0] [batch_t 0.445 (0.443)] [data_t 0.015] [optim_t 0.430] [lr 0.001311] [CE 4.100 (4.084)] [KD 2.764 (2.773)] +2024-10-18 13:44:44,355 - Train: 54.39% [680400/1251000] [543.9/1000.0] [batch_t 0.461 (0.445)] [data_t 0.015] [optim_t 0.445] [lr 0.001311] [CE 4.232 (4.111)] [KD 3.008 (2.799)] +2024-10-18 13:45:06,440 - Train: 54.39% [680450/1251000] [543.9/1000.0] [batch_t 0.408 (0.442)] [data_t 0.016] [optim_t 0.393] [lr 0.001311] [CE 4.144 (4.028)] [KD 2.539 (2.741)] +2024-10-18 13:45:28,432 - Train: 54.40% [680500/1251000] [544.0/1000.0] [batch_t 0.429 (0.440)] [data_t 0.015] [optim_t 0.414] [lr 0.001311] [CE 3.907 (4.032)] [KD 2.611 (2.752)] +2024-10-18 13:46:08,122 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.421)] [top1_cnt 39015] [top5_cnt 47103] [top_all 50000] +2024-10-18 13:46:08,123 - net: 78.030 (94.206) +2024-10-18 13:46:29,463 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40710] [top5_cnt 47861] [top_all 50000] +2024-10-18 13:46:29,464 - net_E: 81.420 (95.722) +2024-10-18 13:46:29,623 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.420 (epoch: 544)] +2024-10-18 13:46:29,623 - ==> Total time: 3 days, 14:04:38 Eta: 3 days, 0:09:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 13:46:39,650 - Train: 54.40% [680550/1251000] [544.0/1000.0] [batch_t 0.358 (0.951)] [data_t 0.016] [optim_t 0.342] [lr 0.001310] [CE 3.811 (3.832)] [KD 2.755 (2.681)] +2024-10-18 13:46:58,975 - Train: 54.40% [680600/1251000] [544.0/1000.0] [batch_t 0.370 (0.386)] [data_t 0.016] [optim_t 0.354] [lr 0.001310] [CE 3.781 (4.028)] [KD 2.609 (2.749)] +2024-10-18 13:47:20,683 - Train: 54.41% [680650/1251000] [544.1/1000.0] [batch_t 0.426 (0.434)] [data_t 0.015] [optim_t 0.411] [lr 0.001310] [CE 3.890 (3.986)] [KD 2.806 (2.704)] +2024-10-18 13:47:42,721 - Train: 54.41% [680700/1251000] [544.1/1000.0] [batch_t 0.471 (0.441)] [data_t 0.016] [optim_t 0.456] [lr 0.001310] [CE 3.675 (4.040)] [KD 2.727 (2.732)] +2024-10-18 13:48:04,754 - Train: 54.42% [680750/1251000] [544.2/1000.0] [batch_t 0.431 (0.441)] [data_t 0.015] [optim_t 0.416] [lr 0.001310] [CE 3.643 (4.120)] [KD 2.590 (2.792)] +2024-10-18 13:48:26,433 - Train: 54.42% [680800/1251000] [544.2/1000.0] [batch_t 0.408 (0.433)] [data_t 0.016] [optim_t 0.392] [lr 0.001309] [CE 4.097 (4.116)] [KD 2.987 (2.787)] +2024-10-18 13:48:47,857 - Train: 54.42% [680850/1251000] [544.2/1000.0] [batch_t 0.512 (0.428)] [data_t 0.016] [optim_t 0.497] [lr 0.001309] [CE 3.748 (4.113)] [KD 2.684 (2.785)] +2024-10-18 13:49:09,626 - Train: 54.43% [680900/1251000] [544.3/1000.0] [batch_t 0.439 (0.435)] [data_t 0.016] [optim_t 0.424] [lr 0.001309] [CE 3.972 (4.056)] [KD 2.667 (2.763)] +2024-10-18 13:49:31,271 - Train: 54.43% [680950/1251000] [544.3/1000.0] [batch_t 0.446 (0.433)] [data_t 0.015] [optim_t 0.431] [lr 0.001309] [CE 4.151 (4.103)] [KD 2.835 (2.761)] +2024-10-18 13:49:52,381 - Train: 54.44% [681000/1251000] [544.4/1000.0] [batch_t 0.456 (0.422)] [data_t 0.016] [optim_t 0.440] [lr 0.001309] [CE 3.498 (4.053)] [KD 2.431 (2.750)] +2024-10-18 13:50:13,528 - Train: 54.44% [681050/1251000] [544.4/1000.0] [batch_t 0.370 (0.423)] [data_t 0.016] [optim_t 0.354] [lr 0.001309] [CE 4.170 (4.108)] [KD 2.997 (2.752)] +2024-10-18 13:50:34,667 - Train: 54.44% [681100/1251000] [544.4/1000.0] [batch_t 0.398 (0.423)] [data_t 0.015] [optim_t 0.383] [lr 0.001308] [CE 4.275 (4.143)] [KD 2.737 (2.772)] +2024-10-18 13:50:56,256 - Train: 54.45% [681150/1251000] [544.5/1000.0] [batch_t 0.387 (0.432)] [data_t 0.015] [optim_t 0.372] [lr 0.001308] [CE 3.870 (4.092)] [KD 2.540 (2.740)] +2024-10-18 13:51:17,341 - Train: 54.45% [681200/1251000] [544.5/1000.0] [batch_t 0.439 (0.422)] [data_t 0.015] [optim_t 0.424] [lr 0.001308] [CE 4.642 (4.100)] [KD 2.891 (2.762)] +2024-10-18 13:51:38,491 - Train: 54.46% [681250/1251000] [544.6/1000.0] [batch_t 0.404 (0.423)] [data_t 0.016] [optim_t 0.389] [lr 0.001308] [CE 3.895 (4.102)] [KD 2.632 (2.775)] +2024-10-18 13:52:00,155 - Train: 54.46% [681300/1251000] [544.6/1000.0] [batch_t 0.471 (0.433)] [data_t 0.016] [optim_t 0.455] [lr 0.001308] [CE 4.355 (4.166)] [KD 2.842 (2.786)] +2024-10-18 13:52:22,480 - Train: 54.46% [681350/1251000] [544.6/1000.0] [batch_t 0.418 (0.446)] [data_t 0.015] [optim_t 0.403] [lr 0.001307] [CE 4.557 (4.189)] [KD 2.889 (2.815)] +2024-10-18 13:52:44,437 - Train: 54.47% [681400/1251000] [544.7/1000.0] [batch_t 0.361 (0.439)] [data_t 0.015] [optim_t 0.346] [lr 0.001307] [CE 4.297 (4.026)] [KD 2.685 (2.747)] +2024-10-18 13:53:06,922 - Train: 54.47% [681450/1251000] [544.7/1000.0] [batch_t 0.483 (0.450)] [data_t 0.016] [optim_t 0.468] [lr 0.001307] [CE 3.687 (4.063)] [KD 2.590 (2.749)] +2024-10-18 13:53:29,361 - Train: 54.48% [681500/1251000] [544.8/1000.0] [batch_t 0.432 (0.449)] [data_t 0.016] [optim_t 0.416] [lr 0.001307] [CE 3.990 (4.170)] [KD 2.636 (2.784)] +2024-10-18 13:53:50,321 - Train: 54.48% [681550/1251000] [544.8/1000.0] [batch_t 0.455 (0.419)] [data_t 0.015] [optim_t 0.440] [lr 0.001307] [CE 3.658 (4.064)] [KD 2.562 (2.792)] +2024-10-18 13:54:12,025 - Train: 54.48% [681600/1251000] [544.8/1000.0] [batch_t 0.511 (0.434)] [data_t 0.015] [optim_t 0.496] [lr 0.001306] [CE 4.133 (4.081)] [KD 2.811 (2.791)] +2024-10-18 13:54:32,938 - Train: 54.49% [681650/1251000] [544.9/1000.0] [batch_t 0.367 (0.418)] [data_t 0.015] [optim_t 0.351] [lr 0.001306] [CE 3.832 (4.062)] [KD 2.458 (2.765)] +2024-10-18 13:54:53,819 - Train: 54.49% [681700/1251000] [544.9/1000.0] [batch_t 0.365 (0.418)] [data_t 0.015] [optim_t 0.349] [lr 0.001306] [CE 4.016 (4.147)] [KD 2.776 (2.810)] +2024-10-18 13:55:15,485 - Train: 54.50% [681750/1251000] [545.0/1000.0] [batch_t 0.387 (0.433)] [data_t 0.015] [optim_t 0.372] [lr 0.001306] [CE 3.444 (4.079)] [KD 2.425 (2.809)] +2024-10-18 13:55:56,307 - Test (net): 100.00% [50/50] [batch_t 0.147 (0.441)] [top1_cnt 39073] [top5_cnt 47189] [top_all 50000] +2024-10-18 13:55:56,307 - net: 78.146 (94.378) +2024-10-18 13:56:18,308 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40712] [top5_cnt 47881] [top_all 50000] +2024-10-18 13:56:18,309 - net_E: 81.424 (95.762) +2024-10-18 13:56:18,458 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 13:56:18,458 - ==> Total time: 3 days, 14:14:27 Eta: 2 days, 23:59:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 13:56:28,694 - Train: 54.50% [681800/1251000] [545.0/1000.0] [batch_t 0.358 (1.194)] [data_t 0.015] [optim_t 0.342] [lr 0.001306] [CE 3.729 (3.972)] [KD 2.501 (2.654)] +2024-10-18 13:56:47,850 - Train: 54.50% [681850/1251000] [545.0/1000.0] [batch_t 0.397 (0.383)] [data_t 0.015] [optim_t 0.381] [lr 0.001306] [CE 3.854 (4.062)] [KD 2.587 (2.710)] +2024-10-18 13:57:08,977 - Train: 54.51% [681900/1251000] [545.1/1000.0] [batch_t 0.466 (0.422)] [data_t 0.122] [optim_t 0.344] [lr 0.001305] [CE 4.038 (4.077)] [KD 2.628 (2.759)] +2024-10-18 13:57:30,774 - Train: 54.51% [681950/1251000] [545.1/1000.0] [batch_t 0.361 (0.436)] [data_t 0.016] [optim_t 0.346] [lr 0.001305] [CE 3.958 (4.134)] [KD 2.651 (2.773)] +2024-10-18 13:57:52,152 - Train: 54.52% [682000/1251000] [545.2/1000.0] [batch_t 0.383 (0.427)] [data_t 0.015] [optim_t 0.368] [lr 0.001305] [CE 4.368 (4.062)] [KD 2.852 (2.714)] +2024-10-18 13:58:14,212 - Train: 54.52% [682050/1251000] [545.2/1000.0] [batch_t 0.457 (0.441)] [data_t 0.016] [optim_t 0.442] [lr 0.001305] [CE 3.885 (4.076)] [KD 2.646 (2.754)] +2024-10-18 13:58:35,201 - Train: 54.52% [682100/1251000] [545.2/1000.0] [batch_t 0.407 (0.420)] [data_t 0.016] [optim_t 0.392] [lr 0.001305] [CE 3.697 (4.084)] [KD 2.577 (2.782)] +2024-10-18 13:58:56,636 - Train: 54.53% [682150/1251000] [545.3/1000.0] [batch_t 0.483 (0.429)] [data_t 0.015] [optim_t 0.468] [lr 0.001304] [CE 4.322 (4.093)] [KD 2.802 (2.781)] +2024-10-18 13:59:18,511 - Train: 54.53% [682200/1251000] [545.3/1000.0] [batch_t 0.519 (0.437)] [data_t 0.015] [optim_t 0.504] [lr 0.001304] [CE 4.394 (4.002)] [KD 2.944 (2.741)] +2024-10-18 13:59:39,514 - Train: 54.54% [682250/1251000] [545.4/1000.0] [batch_t 0.420 (0.420)] [data_t 0.016] [optim_t 0.405] [lr 0.001304] [CE 3.739 (4.065)] [KD 2.428 (2.762)] +2024-10-18 14:00:00,329 - Train: 54.54% [682300/1251000] [545.4/1000.0] [batch_t 0.443 (0.416)] [data_t 0.016] [optim_t 0.427] [lr 0.001304] [CE 4.167 (4.072)] [KD 2.964 (2.763)] +2024-10-18 14:00:21,494 - Train: 54.54% [682350/1251000] [545.4/1000.0] [batch_t 0.362 (0.423)] [data_t 0.016] [optim_t 0.347] [lr 0.001304] [CE 4.084 (4.105)] [KD 2.864 (2.776)] +2024-10-18 14:00:43,121 - Train: 54.55% [682400/1251000] [545.5/1000.0] [batch_t 0.479 (0.432)] [data_t 0.015] [optim_t 0.463] [lr 0.001304] [CE 3.791 (4.032)] [KD 2.636 (2.731)] +2024-10-18 14:01:05,142 - Train: 54.55% [682450/1251000] [545.5/1000.0] [batch_t 0.364 (0.440)] [data_t 0.015] [optim_t 0.348] [lr 0.001303] [CE 3.605 (4.066)] [KD 2.789 (2.755)] +2024-10-18 14:01:26,963 - Train: 54.56% [682500/1251000] [545.6/1000.0] [batch_t 0.368 (0.436)] [data_t 0.015] [optim_t 0.353] [lr 0.001303] [CE 3.882 (4.157)] [KD 2.916 (2.812)] +2024-10-18 14:01:49,357 - Train: 54.56% [682550/1251000] [545.6/1000.0] [batch_t 0.358 (0.448)] [data_t 0.015] [optim_t 0.343] [lr 0.001303] [CE 4.452 (4.101)] [KD 2.923 (2.789)] +2024-10-18 14:02:10,370 - Train: 54.56% [682600/1251000] [545.6/1000.0] [batch_t 0.394 (0.420)] [data_t 0.015] [optim_t 0.379] [lr 0.001303] [CE 4.292 (4.153)] [KD 3.017 (2.791)] +2024-10-18 14:02:31,284 - Train: 54.57% [682650/1251000] [545.7/1000.0] [batch_t 0.394 (0.418)] [data_t 0.015] [optim_t 0.378] [lr 0.001303] [CE 3.787 (4.105)] [KD 2.578 (2.791)] +2024-10-18 14:02:52,248 - Train: 54.57% [682700/1251000] [545.7/1000.0] [batch_t 0.428 (0.419)] [data_t 0.015] [optim_t 0.413] [lr 0.001302] [CE 3.737 (4.167)] [KD 2.458 (2.802)] +2024-10-18 14:03:13,432 - Train: 54.58% [682750/1251000] [545.8/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.001302] [CE 4.235 (4.049)] [KD 2.821 (2.760)] +2024-10-18 14:03:35,249 - Train: 54.58% [682800/1251000] [545.8/1000.0] [batch_t 0.485 (0.436)] [data_t 0.015] [optim_t 0.470] [lr 0.001302] [CE 4.133 (4.125)] [KD 2.628 (2.758)] +2024-10-18 14:03:57,005 - Train: 54.58% [682850/1251000] [545.8/1000.0] [batch_t 0.379 (0.435)] [data_t 0.016] [optim_t 0.364] [lr 0.001302] [CE 4.062 (4.122)] [KD 2.733 (2.767)] +2024-10-18 14:04:18,374 - Train: 54.59% [682900/1251000] [545.9/1000.0] [batch_t 0.420 (0.427)] [data_t 0.015] [optim_t 0.405] [lr 0.001302] [CE 3.779 (4.093)] [KD 2.651 (2.791)] +2024-10-18 14:04:40,069 - Train: 54.59% [682950/1251000] [545.9/1000.0] [batch_t 0.361 (0.434)] [data_t 0.016] [optim_t 0.346] [lr 0.001302] [CE 4.004 (4.142)] [KD 2.652 (2.810)] +2024-10-18 14:05:02,371 - Train: 54.60% [683000/1251000] [546.0/1000.0] [batch_t 0.523 (0.446)] [data_t 0.015] [optim_t 0.508] [lr 0.001301] [CE 4.045 (4.052)] [KD 2.687 (2.780)] +2024-10-18 14:05:42,036 - Test (net): 100.00% [50/50] [batch_t 0.141 (0.412)] [top1_cnt 38790] [top5_cnt 47063] [top_all 50000] +2024-10-18 14:05:42,036 - net: 77.580 (94.126) +2024-10-18 14:06:03,584 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40690] [top5_cnt 47872] [top_all 50000] +2024-10-18 14:06:03,585 - net_E: 81.380 (95.744) +2024-10-18 14:06:03,755 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 14:06:03,755 - ==> Total time: 3 days, 14:24:12 Eta: 2 days, 23:50:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 14:06:12,598 - Train: 54.60% [683050/1251000] [546.0/1000.0] [batch_t 0.498 (1.117)] [data_t 0.156] [optim_t 0.343] [lr 0.001301] [CE 4.225 (4.239)] [KD 2.994 (2.853)] +2024-10-18 14:06:31,810 - Train: 54.60% [683100/1251000] [546.0/1000.0] [batch_t 0.496 (0.384)] [data_t 0.060] [optim_t 0.436] [lr 0.001301] [CE 3.577 (4.106)] [KD 2.489 (2.782)] +2024-10-18 14:06:53,206 - Train: 54.61% [683150/1251000] [546.1/1000.0] [batch_t 0.409 (0.428)] [data_t 0.015] [optim_t 0.394] [lr 0.001301] [CE 3.827 (4.069)] [KD 2.550 (2.722)] +2024-10-18 14:07:14,380 - Train: 54.61% [683200/1251000] [546.1/1000.0] [batch_t 0.364 (0.423)] [data_t 0.015] [optim_t 0.348] [lr 0.001301] [CE 4.020 (4.094)] [KD 2.687 (2.774)] +2024-10-18 14:07:35,411 - Train: 54.62% [683250/1251000] [546.2/1000.0] [batch_t 0.494 (0.421)] [data_t 0.015] [optim_t 0.479] [lr 0.001300] [CE 4.111 (4.122)] [KD 2.627 (2.815)] +2024-10-18 14:07:57,015 - Train: 54.62% [683300/1251000] [546.2/1000.0] [batch_t 0.444 (0.432)] [data_t 0.015] [optim_t 0.428] [lr 0.001300] [CE 4.331 (4.098)] [KD 2.851 (2.763)] +2024-10-18 14:08:18,500 - Train: 54.62% [683350/1251000] [546.2/1000.0] [batch_t 0.426 (0.430)] [data_t 0.015] [optim_t 0.411] [lr 0.001300] [CE 4.449 (4.049)] [KD 2.805 (2.746)] +2024-10-18 14:08:39,502 - Train: 54.63% [683400/1251000] [546.3/1000.0] [batch_t 0.423 (0.420)] [data_t 0.016] [optim_t 0.408] [lr 0.001300] [CE 4.422 (4.181)] [KD 3.094 (2.822)] +2024-10-18 14:09:00,871 - Train: 54.63% [683450/1251000] [546.3/1000.0] [batch_t 0.501 (0.427)] [data_t 0.015] [optim_t 0.486] [lr 0.001300] [CE 4.079 (4.085)] [KD 2.911 (2.775)] +2024-10-18 14:09:22,278 - Train: 54.64% [683500/1251000] [546.4/1000.0] [batch_t 0.413 (0.428)] [data_t 0.015] [optim_t 0.397] [lr 0.001299] [CE 4.356 (4.121)] [KD 3.011 (2.817)] +2024-10-18 14:09:43,772 - Train: 54.64% [683550/1251000] [546.4/1000.0] [batch_t 0.437 (0.430)] [data_t 0.016] [optim_t 0.421] [lr 0.001299] [CE 3.726 (4.069)] [KD 2.476 (2.750)] +2024-10-18 14:10:04,975 - Train: 54.64% [683600/1251000] [546.4/1000.0] [batch_t 0.423 (0.424)] [data_t 0.015] [optim_t 0.408] [lr 0.001299] [CE 4.299 (4.039)] [KD 2.708 (2.727)] +2024-10-18 14:10:26,629 - Train: 54.65% [683650/1251000] [546.5/1000.0] [batch_t 0.491 (0.433)] [data_t 0.015] [optim_t 0.476] [lr 0.001299] [CE 3.863 (4.093)] [KD 2.844 (2.789)] +2024-10-18 14:10:47,833 - Train: 54.65% [683700/1251000] [546.5/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.001299] [CE 3.724 (4.094)] [KD 2.387 (2.784)] +2024-10-18 14:11:09,319 - Train: 54.66% [683750/1251000] [546.6/1000.0] [batch_t 0.366 (0.430)] [data_t 0.015] [optim_t 0.350] [lr 0.001299] [CE 4.416 (4.141)] [KD 2.971 (2.774)] +2024-10-18 14:11:30,752 - Train: 54.66% [683800/1251000] [546.6/1000.0] [batch_t 0.517 (0.429)] [data_t 0.016] [optim_t 0.502] [lr 0.001298] [CE 4.635 (4.040)] [KD 2.924 (2.737)] +2024-10-18 14:11:52,418 - Train: 54.66% [683850/1251000] [546.6/1000.0] [batch_t 0.462 (0.433)] [data_t 0.016] [optim_t 0.446] [lr 0.001298] [CE 3.376 (4.127)] [KD 2.421 (2.770)] +2024-10-18 14:12:14,137 - Train: 54.67% [683900/1251000] [546.7/1000.0] [batch_t 0.468 (0.434)] [data_t 0.015] [optim_t 0.452] [lr 0.001298] [CE 3.793 (4.113)] [KD 2.670 (2.777)] +2024-10-18 14:12:35,816 - Train: 54.67% [683950/1251000] [546.7/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.347] [lr 0.001298] [CE 3.970 (4.047)] [KD 2.585 (2.748)] +2024-10-18 14:12:57,691 - Train: 54.68% [684000/1251000] [546.8/1000.0] [batch_t 0.445 (0.437)] [data_t 0.015] [optim_t 0.430] [lr 0.001298] [CE 3.919 (4.066)] [KD 2.735 (2.755)] +2024-10-18 14:13:19,213 - Train: 54.68% [684050/1251000] [546.8/1000.0] [batch_t 0.469 (0.430)] [data_t 0.015] [optim_t 0.454] [lr 0.001297] [CE 3.683 (4.121)] [KD 2.667 (2.767)] +2024-10-18 14:13:41,055 - Train: 54.68% [684100/1251000] [546.8/1000.0] [batch_t 0.456 (0.437)] [data_t 0.015] [optim_t 0.441] [lr 0.001297] [CE 4.168 (4.054)] [KD 2.667 (2.730)] +2024-10-18 14:14:02,272 - Train: 54.69% [684150/1251000] [546.9/1000.0] [batch_t 0.501 (0.424)] [data_t 0.015] [optim_t 0.485] [lr 0.001297] [CE 3.699 (4.169)] [KD 2.438 (2.778)] +2024-10-18 14:14:23,757 - Train: 54.69% [684200/1251000] [546.9/1000.0] [batch_t 0.466 (0.430)] [data_t 0.015] [optim_t 0.451] [lr 0.001297] [CE 4.335 (4.134)] [KD 2.837 (2.788)] +2024-10-18 14:14:45,074 - Train: 54.70% [684250/1251000] [547.0/1000.0] [batch_t 0.445 (0.426)] [data_t 0.016] [optim_t 0.430] [lr 0.001297] [CE 4.372 (4.064)] [KD 2.864 (2.784)] +2024-10-18 14:15:26,526 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.447)] [top1_cnt 39302] [top5_cnt 47279] [top_all 50000] +2024-10-18 14:15:26,527 - net: 78.604 (94.558) +2024-10-18 14:15:48,780 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 40703] [top5_cnt 47853] [top_all 50000] +2024-10-18 14:15:48,781 - net_E: 81.406 (95.706) +2024-10-18 14:15:48,925 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 14:15:48,925 - ==> Total time: 3 days, 14:33:57 Eta: 2 days, 23:41:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 14:15:56,774 - Train: 54.70% [684300/1251000] [547.0/1000.0] [batch_t 0.361 (2.172)] [data_t 0.015] [optim_t 0.345] [lr 0.001297] [CE 4.446 (4.236)] [KD 2.905 (2.799)] +2024-10-18 14:16:16,262 - Train: 54.70% [684350/1251000] [547.0/1000.0] [batch_t 0.440 (0.390)] [data_t 0.016] [optim_t 0.424] [lr 0.001296] [CE 4.156 (4.040)] [KD 2.658 (2.728)] +2024-10-18 14:16:38,148 - Train: 54.71% [684400/1251000] [547.1/1000.0] [batch_t 0.404 (0.438)] [data_t 0.016] [optim_t 0.389] [lr 0.001296] [CE 4.036 (4.105)] [KD 2.812 (2.791)] +2024-10-18 14:17:00,152 - Train: 54.71% [684450/1251000] [547.1/1000.0] [batch_t 0.465 (0.440)] [data_t 0.015] [optim_t 0.449] [lr 0.001296] [CE 4.029 (4.003)] [KD 2.539 (2.721)] +2024-10-18 14:17:21,803 - Train: 54.72% [684500/1251000] [547.2/1000.0] [batch_t 0.381 (0.433)] [data_t 0.015] [optim_t 0.366] [lr 0.001296] [CE 4.002 (4.191)] [KD 2.774 (2.787)] +2024-10-18 14:17:43,390 - Train: 54.72% [684550/1251000] [547.2/1000.0] [batch_t 0.472 (0.432)] [data_t 0.015] [optim_t 0.456] [lr 0.001296] [CE 3.604 (4.123)] [KD 2.587 (2.773)] +2024-10-18 14:18:04,925 - Train: 54.72% [684600/1251000] [547.2/1000.0] [batch_t 0.369 (0.431)] [data_t 0.015] [optim_t 0.354] [lr 0.001295] [CE 4.321 (4.075)] [KD 2.811 (2.744)] +2024-10-18 14:18:26,573 - Train: 54.73% [684650/1251000] [547.3/1000.0] [batch_t 0.427 (0.433)] [data_t 0.015] [optim_t 0.412] [lr 0.001295] [CE 4.020 (4.089)] [KD 2.819 (2.745)] +2024-10-18 14:18:48,067 - Train: 54.73% [684700/1251000] [547.3/1000.0] [batch_t 0.361 (0.430)] [data_t 0.016] [optim_t 0.345] [lr 0.001295] [CE 3.780 (4.116)] [KD 2.580 (2.705)] +2024-10-18 14:19:09,657 - Train: 54.74% [684750/1251000] [547.4/1000.0] [batch_t 0.405 (0.432)] [data_t 0.015] [optim_t 0.390] [lr 0.001295] [CE 3.993 (4.015)] [KD 2.747 (2.678)] +2024-10-18 14:19:31,497 - Train: 54.74% [684800/1251000] [547.4/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.001295] [CE 3.611 (4.057)] [KD 2.482 (2.746)] +2024-10-18 14:19:52,623 - Train: 54.74% [684850/1251000] [547.4/1000.0] [batch_t 0.467 (0.422)] [data_t 0.015] [optim_t 0.452] [lr 0.001294] [CE 3.725 (4.084)] [KD 2.368 (2.753)] +2024-10-18 14:20:13,693 - Train: 54.75% [684900/1251000] [547.5/1000.0] [batch_t 0.436 (0.421)] [data_t 0.015] [optim_t 0.421] [lr 0.001294] [CE 3.135 (4.056)] [KD 2.339 (2.779)] +2024-10-18 14:20:35,246 - Train: 54.75% [684950/1251000] [547.5/1000.0] [batch_t 0.486 (0.431)] [data_t 0.015] [optim_t 0.470] [lr 0.001294] [CE 4.037 (4.074)] [KD 2.703 (2.771)] +2024-10-18 14:20:56,546 - Train: 54.76% [685000/1251000] [547.6/1000.0] [batch_t 0.359 (0.426)] [data_t 0.015] [optim_t 0.344] [lr 0.001294] [CE 3.691 (4.118)] [KD 2.521 (2.828)] +2024-10-18 14:21:17,459 - Train: 54.76% [685050/1251000] [547.6/1000.0] [batch_t 0.524 (0.418)] [data_t 0.015] [optim_t 0.509] [lr 0.001294] [CE 4.170 (4.052)] [KD 2.866 (2.741)] +2024-10-18 14:21:39,045 - Train: 54.76% [685100/1251000] [547.6/1000.0] [batch_t 0.381 (0.432)] [data_t 0.015] [optim_t 0.366] [lr 0.001294] [CE 4.107 (4.162)] [KD 2.741 (2.813)] +2024-10-18 14:22:00,525 - Train: 54.77% [685150/1251000] [547.7/1000.0] [batch_t 0.512 (0.430)] [data_t 0.016] [optim_t 0.496] [lr 0.001293] [CE 4.237 (4.046)] [KD 2.666 (2.740)] +2024-10-18 14:22:22,110 - Train: 54.77% [685200/1251000] [547.7/1000.0] [batch_t 0.398 (0.432)] [data_t 0.015] [optim_t 0.383] [lr 0.001293] [CE 3.925 (4.103)] [KD 2.613 (2.786)] +2024-10-18 14:22:43,762 - Train: 54.78% [685250/1251000] [547.8/1000.0] [batch_t 0.479 (0.433)] [data_t 0.016] [optim_t 0.464] [lr 0.001293] [CE 3.994 (4.109)] [KD 2.765 (2.775)] +2024-10-18 14:23:05,673 - Train: 54.78% [685300/1251000] [547.8/1000.0] [batch_t 0.387 (0.438)] [data_t 0.015] [optim_t 0.372] [lr 0.001293] [CE 3.971 (4.032)] [KD 2.772 (2.715)] +2024-10-18 14:23:27,213 - Train: 54.78% [685350/1251000] [547.8/1000.0] [batch_t 0.376 (0.431)] [data_t 0.015] [optim_t 0.361] [lr 0.001293] [CE 4.333 (4.067)] [KD 2.726 (2.732)] +2024-10-18 14:23:48,878 - Train: 54.79% [685400/1251000] [547.9/1000.0] [batch_t 0.441 (0.433)] [data_t 0.015] [optim_t 0.426] [lr 0.001292] [CE 4.412 (4.122)] [KD 2.783 (2.805)] +2024-10-18 14:24:11,162 - Train: 54.79% [685450/1251000] [547.9/1000.0] [batch_t 0.434 (0.446)] [data_t 0.015] [optim_t 0.419] [lr 0.001292] [CE 4.342 (4.028)] [KD 3.041 (2.734)] +2024-10-18 14:24:32,927 - Train: 54.80% [685500/1251000] [548.0/1000.0] [batch_t 0.451 (0.435)] [data_t 0.015] [optim_t 0.436] [lr 0.001292] [CE 4.372 (4.086)] [KD 2.689 (2.741)] +2024-10-18 14:25:14,611 - Test (net): 100.00% [50/50] [batch_t 0.145 (0.434)] [top1_cnt 38947] [top5_cnt 47088] [top_all 50000] +2024-10-18 14:25:14,611 - net: 77.894 (94.176) +2024-10-18 14:25:35,946 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40697] [top5_cnt 47864] [top_all 50000] +2024-10-18 14:25:35,946 - net_E: 81.394 (95.728) +2024-10-18 14:25:36,100 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 14:25:36,100 - ==> Total time: 3 days, 14:43:44 Eta: 2 days, 23:32:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 14:25:43,302 - Train: 54.80% [685550/1251000] [548.0/1000.0] [batch_t 0.391 (2.724)] [data_t 0.016] [optim_t 0.375] [lr 0.001292] [CE 4.542 (4.438)] [KD 2.827 (2.871)] +2024-10-18 14:26:02,468 - Train: 54.80% [685600/1251000] [548.0/1000.0] [batch_t 0.457 (0.383)] [data_t 0.113] [optim_t 0.344] [lr 0.001292] [CE 3.905 (4.103)] [KD 2.659 (2.731)] +2024-10-18 14:26:23,494 - Train: 54.81% [685650/1251000] [548.1/1000.0] [batch_t 0.419 (0.420)] [data_t 0.074] [optim_t 0.344] [lr 0.001292] [CE 4.197 (4.099)] [KD 2.828 (2.735)] +2024-10-18 14:26:44,712 - Train: 54.81% [685700/1251000] [548.1/1000.0] [batch_t 0.457 (0.424)] [data_t 0.116] [optim_t 0.342] [lr 0.001291] [CE 4.118 (4.116)] [KD 2.580 (2.765)] +2024-10-18 14:27:06,822 - Train: 54.82% [685750/1251000] [548.2/1000.0] [batch_t 0.451 (0.442)] [data_t 0.109] [optim_t 0.343] [lr 0.001291] [CE 4.506 (4.134)] [KD 2.766 (2.736)] +2024-10-18 14:27:28,672 - Train: 54.82% [685800/1251000] [548.2/1000.0] [batch_t 0.438 (0.437)] [data_t 0.093] [optim_t 0.345] [lr 0.001291] [CE 4.552 (4.081)] [KD 2.999 (2.768)] +2024-10-18 14:27:50,021 - Train: 54.82% [685850/1251000] [548.2/1000.0] [batch_t 0.393 (0.427)] [data_t 0.042] [optim_t 0.351] [lr 0.001291] [CE 3.926 (4.103)] [KD 2.621 (2.733)] +2024-10-18 14:28:11,482 - Train: 54.83% [685900/1251000] [548.3/1000.0] [batch_t 0.454 (0.429)] [data_t 0.110] [optim_t 0.345] [lr 0.001291] [CE 4.296 (4.132)] [KD 2.807 (2.806)] +2024-10-18 14:28:32,243 - Train: 54.83% [685950/1251000] [548.3/1000.0] [batch_t 0.434 (0.415)] [data_t 0.089] [optim_t 0.345] [lr 0.001290] [CE 3.869 (4.013)] [KD 2.649 (2.745)] +2024-10-18 14:28:53,405 - Train: 54.84% [686000/1251000] [548.4/1000.0] [batch_t 0.511 (0.423)] [data_t 0.037] [optim_t 0.474] [lr 0.001290] [CE 4.111 (4.066)] [KD 2.794 (2.766)] +2024-10-18 14:29:14,292 - Train: 54.84% [686050/1251000] [548.4/1000.0] [batch_t 0.429 (0.418)] [data_t 0.087] [optim_t 0.343] [lr 0.001290] [CE 3.944 (4.086)] [KD 2.706 (2.766)] +2024-10-18 14:29:34,803 - Train: 54.84% [686100/1251000] [548.4/1000.0] [batch_t 0.370 (0.410)] [data_t 0.020] [optim_t 0.351] [lr 0.001290] [CE 4.291 (4.081)] [KD 2.766 (2.743)] +2024-10-18 14:29:56,596 - Train: 54.85% [686150/1251000] [548.5/1000.0] [batch_t 0.366 (0.436)] [data_t 0.019] [optim_t 0.347] [lr 0.001290] [CE 4.213 (4.106)] [KD 2.933 (2.784)] +2024-10-18 14:30:17,461 - Train: 54.85% [686200/1251000] [548.5/1000.0] [batch_t 0.366 (0.417)] [data_t 0.016] [optim_t 0.350] [lr 0.001290] [CE 3.647 (4.147)] [KD 2.665 (2.765)] +2024-10-18 14:30:38,357 - Train: 54.86% [686250/1251000] [548.6/1000.0] [batch_t 0.397 (0.418)] [data_t 0.015] [optim_t 0.382] [lr 0.001289] [CE 4.273 (4.146)] [KD 2.748 (2.776)] +2024-10-18 14:30:59,382 - Train: 54.86% [686300/1251000] [548.6/1000.0] [batch_t 0.390 (0.420)] [data_t 0.016] [optim_t 0.375] [lr 0.001289] [CE 4.502 (4.064)] [KD 2.913 (2.737)] +2024-10-18 14:31:20,693 - Train: 54.86% [686350/1251000] [548.6/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.348] [lr 0.001289] [CE 4.077 (4.141)] [KD 2.697 (2.788)] +2024-10-18 14:31:41,589 - Train: 54.87% [686400/1251000] [548.7/1000.0] [batch_t 0.439 (0.418)] [data_t 0.015] [optim_t 0.424] [lr 0.001289] [CE 3.620 (4.138)] [KD 2.448 (2.808)] +2024-10-18 14:32:02,548 - Train: 54.87% [686450/1251000] [548.7/1000.0] [batch_t 0.367 (0.419)] [data_t 0.015] [optim_t 0.352] [lr 0.001289] [CE 4.075 (4.132)] [KD 2.831 (2.800)] +2024-10-18 14:32:23,896 - Train: 54.88% [686500/1251000] [548.8/1000.0] [batch_t 0.499 (0.427)] [data_t 0.015] [optim_t 0.484] [lr 0.001288] [CE 4.164 (4.058)] [KD 2.909 (2.742)] +2024-10-18 14:32:45,569 - Train: 54.88% [686550/1251000] [548.8/1000.0] [batch_t 0.442 (0.433)] [data_t 0.015] [optim_t 0.427] [lr 0.001288] [CE 4.250 (4.012)] [KD 2.709 (2.718)] +2024-10-18 14:33:07,700 - Train: 54.88% [686600/1251000] [548.8/1000.0] [batch_t 0.427 (0.443)] [data_t 0.015] [optim_t 0.412] [lr 0.001288] [CE 4.367 (4.062)] [KD 2.884 (2.745)] +2024-10-18 14:33:29,756 - Train: 54.89% [686650/1251000] [548.9/1000.0] [batch_t 0.386 (0.441)] [data_t 0.015] [optim_t 0.371] [lr 0.001288] [CE 3.846 (4.064)] [KD 2.787 (2.769)] +2024-10-18 14:33:51,833 - Train: 54.89% [686700/1251000] [548.9/1000.0] [batch_t 0.468 (0.441)] [data_t 0.016] [optim_t 0.452] [lr 0.001288] [CE 3.966 (4.212)] [KD 2.862 (2.835)] +2024-10-18 14:34:13,524 - Train: 54.90% [686750/1251000] [549.0/1000.0] [batch_t 0.367 (0.434)] [data_t 0.016] [optim_t 0.351] [lr 0.001287] [CE 4.433 (4.082)] [KD 2.872 (2.788)] +2024-10-18 14:34:55,474 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.429)] [top1_cnt 39041] [top5_cnt 47218] [top_all 50000] +2024-10-18 14:34:55,474 - net: 78.082 (94.436) +2024-10-18 14:35:17,071 - Test (net_E): 100.00% [50/50] [batch_t 0.149 (0.424)] [top1_cnt 40711] [top5_cnt 47873] [top_all 50000] +2024-10-18 14:35:17,071 - net_E: 81.422 (95.746) +2024-10-18 14:35:17,219 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 14:35:17,220 - ==> Total time: 3 days, 14:53:25 Eta: 2 days, 23:22:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 14:35:22,517 - Train: 54.90% [686800/1251000] [549.0/1000.0] [batch_t 3.888 (3.888)] [data_t 2.465] [optim_t 1.424] [lr 0.001287] [CE 4.018 (4.018)] [KD 2.614 (2.614)] +2024-10-18 14:35:43,426 - Train: 54.90% [686850/1251000] [549.0/1000.0] [batch_t 0.522 (0.418)] [data_t 0.016] [optim_t 0.507] [lr 0.001287] [CE 3.851 (4.012)] [KD 2.559 (2.730)] +2024-10-18 14:36:05,280 - Train: 54.91% [686900/1251000] [549.1/1000.0] [batch_t 0.422 (0.437)] [data_t 0.016] [optim_t 0.406] [lr 0.001287] [CE 3.628 (4.100)] [KD 2.781 (2.757)] +2024-10-18 14:36:26,739 - Train: 54.91% [686950/1251000] [549.1/1000.0] [batch_t 0.397 (0.429)] [data_t 0.016] [optim_t 0.381] [lr 0.001287] [CE 3.550 (4.094)] [KD 2.489 (2.739)] +2024-10-18 14:36:48,473 - Train: 54.92% [687000/1251000] [549.2/1000.0] [batch_t 0.483 (0.435)] [data_t 0.016] [optim_t 0.468] [lr 0.001287] [CE 4.157 (4.036)] [KD 2.722 (2.682)] +2024-10-18 14:37:10,806 - Train: 54.92% [687050/1251000] [549.2/1000.0] [batch_t 0.397 (0.447)] [data_t 0.015] [optim_t 0.382] [lr 0.001286] [CE 3.956 (4.075)] [KD 2.637 (2.728)] +2024-10-18 14:37:32,415 - Train: 54.92% [687100/1251000] [549.2/1000.0] [batch_t 0.418 (0.432)] [data_t 0.015] [optim_t 0.403] [lr 0.001286] [CE 3.793 (4.093)] [KD 2.601 (2.752)] +2024-10-18 14:37:53,177 - Train: 54.93% [687150/1251000] [549.3/1000.0] [batch_t 0.434 (0.415)] [data_t 0.015] [optim_t 0.419] [lr 0.001286] [CE 4.051 (4.056)] [KD 2.895 (2.731)] +2024-10-18 14:38:14,078 - Train: 54.93% [687200/1251000] [549.3/1000.0] [batch_t 0.411 (0.418)] [data_t 0.016] [optim_t 0.395] [lr 0.001286] [CE 3.893 (4.046)] [KD 2.660 (2.700)] +2024-10-18 14:38:36,044 - Train: 54.94% [687250/1251000] [549.4/1000.0] [batch_t 0.360 (0.439)] [data_t 0.015] [optim_t 0.345] [lr 0.001286] [CE 4.551 (4.079)] [KD 2.885 (2.799)] +2024-10-18 14:38:58,271 - Train: 54.94% [687300/1251000] [549.4/1000.0] [batch_t 0.481 (0.444)] [data_t 0.015] [optim_t 0.465] [lr 0.001285] [CE 4.039 (4.124)] [KD 2.792 (2.807)] +2024-10-18 14:39:20,312 - Train: 54.94% [687350/1251000] [549.4/1000.0] [batch_t 0.415 (0.441)] [data_t 0.015] [optim_t 0.399] [lr 0.001285] [CE 4.015 (4.089)] [KD 2.756 (2.786)] +2024-10-18 14:39:42,458 - Train: 54.95% [687400/1251000] [549.5/1000.0] [batch_t 0.456 (0.443)] [data_t 0.015] [optim_t 0.441] [lr 0.001285] [CE 4.328 (4.118)] [KD 2.836 (2.766)] +2024-10-18 14:40:03,879 - Train: 54.95% [687450/1251000] [549.5/1000.0] [batch_t 0.429 (0.428)] [data_t 0.016] [optim_t 0.413] [lr 0.001285] [CE 3.291 (3.990)] [KD 2.377 (2.706)] +2024-10-18 14:40:24,842 - Train: 54.96% [687500/1251000] [549.6/1000.0] [batch_t 0.387 (0.419)] [data_t 0.016] [optim_t 0.372] [lr 0.001285] [CE 3.987 (4.056)] [KD 2.667 (2.736)] +2024-10-18 14:40:46,062 - Train: 54.96% [687550/1251000] [549.6/1000.0] [batch_t 0.503 (0.424)] [data_t 0.015] [optim_t 0.488] [lr 0.001285] [CE 4.743 (4.124)] [KD 2.935 (2.798)] +2024-10-18 14:41:07,406 - Train: 54.96% [687600/1251000] [549.6/1000.0] [batch_t 0.366 (0.427)] [data_t 0.015] [optim_t 0.350] [lr 0.001284] [CE 3.852 (4.069)] [KD 2.706 (2.740)] +2024-10-18 14:41:28,064 - Train: 54.97% [687650/1251000] [549.7/1000.0] [batch_t 0.475 (0.413)] [data_t 0.016] [optim_t 0.460] [lr 0.001284] [CE 4.266 (4.069)] [KD 2.858 (2.728)] +2024-10-18 14:41:50,160 - Train: 54.97% [687700/1251000] [549.7/1000.0] [batch_t 0.419 (0.442)] [data_t 0.015] [optim_t 0.403] [lr 0.001284] [CE 3.504 (3.969)] [KD 2.452 (2.710)] +2024-10-18 14:42:12,291 - Train: 54.98% [687750/1251000] [549.8/1000.0] [batch_t 0.365 (0.443)] [data_t 0.015] [optim_t 0.350] [lr 0.001284] [CE 4.128 (4.050)] [KD 2.888 (2.758)] +2024-10-18 14:42:34,405 - Train: 54.98% [687800/1251000] [549.8/1000.0] [batch_t 0.455 (0.442)] [data_t 0.016] [optim_t 0.439] [lr 0.001284] [CE 3.706 (4.072)] [KD 2.626 (2.764)] +2024-10-18 14:42:56,453 - Train: 54.98% [687850/1251000] [549.8/1000.0] [batch_t 0.433 (0.441)] [data_t 0.015] [optim_t 0.418] [lr 0.001283] [CE 4.092 (4.077)] [KD 2.650 (2.748)] +2024-10-18 14:43:18,068 - Train: 54.99% [687900/1251000] [549.9/1000.0] [batch_t 0.424 (0.432)] [data_t 0.015] [optim_t 0.408] [lr 0.001283] [CE 4.273 (4.053)] [KD 2.903 (2.766)] +2024-10-18 14:43:39,788 - Train: 54.99% [687950/1251000] [549.9/1000.0] [batch_t 0.520 (0.434)] [data_t 0.016] [optim_t 0.504] [lr 0.001283] [CE 4.379 (4.097)] [KD 2.996 (2.766)] +2024-10-18 14:44:01,647 - Train: 55.00% [688000/1251000] [550.0/1000.0] [batch_t 0.420 (0.437)] [data_t 0.015] [optim_t 0.405] [lr 0.001283] [CE 4.451 (4.177)] [KD 2.971 (2.830)] +2024-10-18 14:44:21,911 - Train: 55.00% [688050/1251000] [550.0/1000.0] [batch_t 0.362 (0.405)] [data_t 0.015] [optim_t 0.347] [lr 0.001283] [CE 3.682 (4.112)] [KD 2.563 (2.802)] +2024-10-18 14:44:43,287 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 39127] [top5_cnt 47178] [top_all 50000] +2024-10-18 14:44:43,287 - net: 78.254 (94.356) +2024-10-18 14:45:04,771 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 40689] [top5_cnt 47891] [top_all 50000] +2024-10-18 14:45:04,771 - net_E: 81.378 (95.782) +2024-10-18 14:45:04,925 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 14:45:04,926 - ==> Total time: 3 days, 15:03:13 Eta: 2 days, 23:13:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 14:45:31,599 - Train: 55.00% [688100/1251000] [550.0/1000.0] [batch_t 0.458 (0.454)] [data_t 0.016] [optim_t 0.442] [lr 0.001283] [CE 4.295 (4.125)] [KD 2.706 (2.770)] +2024-10-18 14:45:53,558 - Train: 55.01% [688150/1251000] [550.1/1000.0] [batch_t 0.845 (0.439)] [data_t 0.015] [optim_t 0.829] [lr 0.001282] [CE 4.461 (4.094)] [KD 2.851 (2.711)] +2024-10-18 14:46:14,525 - Train: 55.01% [688200/1251000] [550.1/1000.0] [batch_t 0.410 (0.419)] [data_t 0.015] [optim_t 0.394] [lr 0.001282] [CE 3.730 (4.105)] [KD 2.620 (2.730)] +2024-10-18 14:46:35,914 - Train: 55.02% [688250/1251000] [550.2/1000.0] [batch_t 0.363 (0.428)] [data_t 0.015] [optim_t 0.348] [lr 0.001282] [CE 4.508 (4.095)] [KD 2.895 (2.734)] +2024-10-18 14:46:58,011 - Train: 55.02% [688300/1251000] [550.2/1000.0] [batch_t 0.460 (0.442)] [data_t 0.015] [optim_t 0.445] [lr 0.001282] [CE 4.409 (4.098)] [KD 2.880 (2.720)] +2024-10-18 14:47:19,527 - Train: 55.02% [688350/1251000] [550.2/1000.0] [batch_t 0.418 (0.430)] [data_t 0.016] [optim_t 0.403] [lr 0.001282] [CE 3.858 (4.086)] [KD 2.511 (2.733)] +2024-10-18 14:47:41,220 - Train: 55.03% [688400/1251000] [550.3/1000.0] [batch_t 0.362 (0.434)] [data_t 0.016] [optim_t 0.346] [lr 0.001281] [CE 4.302 (4.143)] [KD 2.788 (2.762)] +2024-10-18 14:48:02,777 - Train: 55.03% [688450/1251000] [550.3/1000.0] [batch_t 0.362 (0.431)] [data_t 0.016] [optim_t 0.347] [lr 0.001281] [CE 4.196 (4.071)] [KD 2.826 (2.758)] +2024-10-18 14:48:23,904 - Train: 55.04% [688500/1251000] [550.4/1000.0] [batch_t 0.415 (0.422)] [data_t 0.016] [optim_t 0.399] [lr 0.001281] [CE 3.998 (4.118)] [KD 2.762 (2.761)] +2024-10-18 14:48:45,302 - Train: 55.04% [688550/1251000] [550.4/1000.0] [batch_t 0.402 (0.428)] [data_t 0.015] [optim_t 0.387] [lr 0.001281] [CE 4.310 (4.176)] [KD 2.972 (2.767)] +2024-10-18 14:49:06,923 - Train: 55.04% [688600/1251000] [550.4/1000.0] [batch_t 0.450 (0.432)] [data_t 0.015] [optim_t 0.435] [lr 0.001281] [CE 4.464 (4.123)] [KD 2.886 (2.762)] +2024-10-18 14:49:28,201 - Train: 55.05% [688650/1251000] [550.5/1000.0] [batch_t 0.379 (0.425)] [data_t 0.016] [optim_t 0.363] [lr 0.001280] [CE 4.236 (4.096)] [KD 2.705 (2.771)] +2024-10-18 14:49:49,240 - Train: 55.05% [688700/1251000] [550.5/1000.0] [batch_t 0.403 (0.421)] [data_t 0.016] [optim_t 0.387] [lr 0.001280] [CE 4.069 (4.060)] [KD 2.828 (2.763)] +2024-10-18 14:50:10,332 - Train: 55.06% [688750/1251000] [550.6/1000.0] [batch_t 0.383 (0.422)] [data_t 0.016] [optim_t 0.367] [lr 0.001280] [CE 4.156 (4.068)] [KD 2.687 (2.723)] +2024-10-18 14:50:31,527 - Train: 55.06% [688800/1251000] [550.6/1000.0] [batch_t 0.394 (0.424)] [data_t 0.016] [optim_t 0.379] [lr 0.001280] [CE 3.894 (4.071)] [KD 2.571 (2.720)] +2024-10-18 14:50:52,710 - Train: 55.06% [688850/1251000] [550.6/1000.0] [batch_t 0.447 (0.424)] [data_t 0.016] [optim_t 0.431] [lr 0.001280] [CE 4.625 (4.135)] [KD 3.186 (2.781)] +2024-10-18 14:51:13,779 - Train: 55.07% [688900/1251000] [550.7/1000.0] [batch_t 0.425 (0.421)] [data_t 0.016] [optim_t 0.409] [lr 0.001280] [CE 3.728 (4.050)] [KD 2.606 (2.746)] +2024-10-18 14:51:35,164 - Train: 55.07% [688950/1251000] [550.7/1000.0] [batch_t 0.509 (0.428)] [data_t 0.016] [optim_t 0.493] [lr 0.001279] [CE 3.807 (4.090)] [KD 2.607 (2.771)] +2024-10-18 14:51:56,422 - Train: 55.08% [689000/1251000] [550.8/1000.0] [batch_t 0.383 (0.425)] [data_t 0.016] [optim_t 0.367] [lr 0.001279] [CE 3.524 (4.061)] [KD 2.724 (2.779)] +2024-10-18 14:52:17,465 - Train: 55.08% [689050/1251000] [550.8/1000.0] [batch_t 0.372 (0.421)] [data_t 0.016] [optim_t 0.357] [lr 0.001279] [CE 3.879 (4.142)] [KD 2.867 (2.776)] +2024-10-18 14:52:38,459 - Train: 55.08% [689100/1251000] [550.8/1000.0] [batch_t 0.366 (0.420)] [data_t 0.015] [optim_t 0.350] [lr 0.001279] [CE 3.882 (4.094)] [KD 2.700 (2.784)] +2024-10-18 14:53:00,337 - Train: 55.09% [689150/1251000] [550.9/1000.0] [batch_t 0.498 (0.437)] [data_t 0.015] [optim_t 0.482] [lr 0.001279] [CE 3.817 (4.078)] [KD 2.700 (2.779)] +2024-10-18 14:53:21,737 - Train: 55.09% [689200/1251000] [550.9/1000.0] [batch_t 0.458 (0.428)] [data_t 0.015] [optim_t 0.442] [lr 0.001278] [CE 3.831 (4.154)] [KD 2.530 (2.784)] +2024-10-18 14:53:43,081 - Train: 55.10% [689250/1251000] [551.0/1000.0] [batch_t 0.365 (0.427)] [data_t 0.015] [optim_t 0.350] [lr 0.001278] [CE 4.034 (4.062)] [KD 2.541 (2.733)] +2024-10-18 14:54:03,337 - Train: 55.10% [689300/1251000] [551.0/1000.0] [batch_t 0.361 (0.405)] [data_t 0.015] [optim_t 0.346] [lr 0.001278] [CE 4.431 (4.026)] [KD 2.766 (2.735)] +2024-10-18 14:54:25,521 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 39262] [top5_cnt 47260] [top_all 50000] +2024-10-18 14:54:25,522 - net: 78.524 (94.520) +2024-10-18 14:54:47,512 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 40687] [top5_cnt 47892] [top_all 50000] +2024-10-18 14:54:47,512 - net_E: 81.374 (95.784) +2024-10-18 14:54:47,709 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 14:54:47,710 - ==> Total time: 3 days, 15:12:56 Eta: 2 days, 23:04:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 14:55:13,324 - Train: 55.10% [689350/1251000] [551.0/1000.0] [batch_t 0.478 (0.493)] [data_t 0.015] [optim_t 0.463] [lr 0.001278] [CE 3.863 (4.141)] [KD 2.765 (2.771)] +2024-10-18 14:55:35,026 - Train: 55.11% [689400/1251000] [551.1/1000.0] [batch_t 0.362 (0.434)] [data_t 0.015] [optim_t 0.347] [lr 0.001278] [CE 4.383 (4.088)] [KD 2.750 (2.717)] +2024-10-18 14:55:56,805 - Train: 55.11% [689450/1251000] [551.1/1000.0] [batch_t 0.418 (0.435)] [data_t 0.015] [optim_t 0.403] [lr 0.001278] [CE 3.804 (4.042)] [KD 2.582 (2.723)] +2024-10-18 14:56:17,997 - Train: 55.12% [689500/1251000] [551.2/1000.0] [batch_t 0.420 (0.424)] [data_t 0.015] [optim_t 0.405] [lr 0.001277] [CE 4.050 (4.065)] [KD 2.757 (2.763)] +2024-10-18 14:56:39,286 - Train: 55.12% [689550/1251000] [551.2/1000.0] [batch_t 0.445 (0.426)] [data_t 0.015] [optim_t 0.430] [lr 0.001277] [CE 4.279 (4.024)] [KD 2.847 (2.701)] +2024-10-18 14:57:00,729 - Train: 55.12% [689600/1251000] [551.2/1000.0] [batch_t 0.371 (0.429)] [data_t 0.015] [optim_t 0.356] [lr 0.001277] [CE 3.882 (4.050)] [KD 2.636 (2.732)] +2024-10-18 14:57:22,572 - Train: 55.13% [689650/1251000] [551.3/1000.0] [batch_t 0.437 (0.437)] [data_t 0.015] [optim_t 0.422] [lr 0.001277] [CE 3.927 (4.079)] [KD 2.968 (2.742)] +2024-10-18 14:57:43,836 - Train: 55.13% [689700/1251000] [551.3/1000.0] [batch_t 0.408 (0.425)] [data_t 0.015] [optim_t 0.393] [lr 0.001277] [CE 4.334 (4.051)] [KD 2.848 (2.735)] +2024-10-18 14:58:05,453 - Train: 55.14% [689750/1251000] [551.4/1000.0] [batch_t 0.438 (0.432)] [data_t 0.015] [optim_t 0.423] [lr 0.001276] [CE 3.848 (4.159)] [KD 2.731 (2.786)] +2024-10-18 14:58:26,949 - Train: 55.14% [689800/1251000] [551.4/1000.0] [batch_t 0.361 (0.430)] [data_t 0.015] [optim_t 0.346] [lr 0.001276] [CE 4.110 (4.117)] [KD 2.762 (2.743)] +2024-10-18 14:58:49,199 - Train: 55.14% [689850/1251000] [551.4/1000.0] [batch_t 0.414 (0.445)] [data_t 0.016] [optim_t 0.399] [lr 0.001276] [CE 3.351 (4.087)] [KD 2.506 (2.778)] +2024-10-18 14:59:11,728 - Train: 55.15% [689900/1251000] [551.5/1000.0] [batch_t 0.395 (0.450)] [data_t 0.015] [optim_t 0.380] [lr 0.001276] [CE 4.052 (4.102)] [KD 2.648 (2.733)] +2024-10-18 14:59:33,115 - Train: 55.15% [689950/1251000] [551.5/1000.0] [batch_t 0.428 (0.428)] [data_t 0.015] [optim_t 0.412] [lr 0.001276] [CE 3.886 (4.055)] [KD 2.612 (2.720)] +2024-10-18 14:59:54,006 - Train: 55.16% [690000/1251000] [551.6/1000.0] [batch_t 0.497 (0.418)] [data_t 0.016] [optim_t 0.481] [lr 0.001276] [CE 4.552 (4.058)] [KD 3.024 (2.766)] +2024-10-18 15:00:15,180 - Train: 55.16% [690050/1251000] [551.6/1000.0] [batch_t 0.380 (0.423)] [data_t 0.015] [optim_t 0.364] [lr 0.001275] [CE 4.313 (4.081)] [KD 2.894 (2.774)] +2024-10-18 15:00:36,939 - Train: 55.16% [690100/1251000] [551.6/1000.0] [batch_t 0.720 (0.435)] [data_t 0.377] [optim_t 0.343] [lr 0.001275] [CE 3.794 (4.092)] [KD 2.674 (2.784)] +2024-10-18 15:00:58,059 - Train: 55.17% [690150/1251000] [551.7/1000.0] [batch_t 0.363 (0.422)] [data_t 0.016] [optim_t 0.347] [lr 0.001275] [CE 3.782 (4.146)] [KD 2.758 (2.793)] +2024-10-18 15:01:20,165 - Train: 55.17% [690200/1251000] [551.7/1000.0] [batch_t 0.519 (0.442)] [data_t 0.015] [optim_t 0.504] [lr 0.001275] [CE 4.099 (4.098)] [KD 2.966 (2.776)] +2024-10-18 15:01:42,985 - Train: 55.18% [690250/1251000] [551.8/1000.0] [batch_t 0.470 (0.456)] [data_t 0.015] [optim_t 0.454] [lr 0.001275] [CE 3.448 (4.097)] [KD 2.487 (2.724)] +2024-10-18 15:02:04,387 - Train: 55.18% [690300/1251000] [551.8/1000.0] [batch_t 0.496 (0.428)] [data_t 0.015] [optim_t 0.480] [lr 0.001274] [CE 3.946 (4.085)] [KD 2.569 (2.786)] +2024-10-18 15:02:26,371 - Train: 55.18% [690350/1251000] [551.8/1000.0] [batch_t 0.461 (0.440)] [data_t 0.016] [optim_t 0.445] [lr 0.001274] [CE 4.162 (4.062)] [KD 2.795 (2.738)] +2024-10-18 15:02:48,625 - Train: 55.19% [690400/1251000] [551.9/1000.0] [batch_t 0.481 (0.445)] [data_t 0.015] [optim_t 0.466] [lr 0.001274] [CE 4.388 (4.092)] [KD 2.909 (2.763)] +2024-10-18 15:03:10,168 - Train: 55.19% [690450/1251000] [551.9/1000.0] [batch_t 0.409 (0.431)] [data_t 0.015] [optim_t 0.394] [lr 0.001274] [CE 3.704 (4.024)] [KD 2.624 (2.737)] +2024-10-18 15:03:31,446 - Train: 55.20% [690500/1251000] [552.0/1000.0] [batch_t 0.427 (0.425)] [data_t 0.015] [optim_t 0.411] [lr 0.001274] [CE 3.897 (4.090)] [KD 2.661 (2.789)] +2024-10-18 15:03:52,791 - Train: 55.20% [690550/1251000] [552.0/1000.0] [batch_t 0.360 (0.427)] [data_t 0.015] [optim_t 0.345] [lr 0.001273] [CE 4.193 (4.081)] [KD 2.679 (2.774)] +2024-10-18 15:04:14,545 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 39044] [top5_cnt 47110] [top_all 50000] +2024-10-18 15:04:14,546 - net: 78.088 (94.220) +2024-10-18 15:04:36,130 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40692] [top5_cnt 47877] [top_all 50000] +2024-10-18 15:04:36,131 - net_E: 81.384 (95.754) +2024-10-18 15:04:36,287 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 15:04:36,287 - ==> Total time: 3 days, 15:22:44 Eta: 2 days, 22:54:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 15:05:01,347 - Train: 55.20% [690600/1251000] [552.0/1000.0] [batch_t 0.425 (0.486)] [data_t 0.015] [optim_t 0.409] [lr 0.001273] [CE 4.062 (4.062)] [KD 2.767 (2.744)] +2024-10-18 15:05:23,766 - Train: 55.21% [690650/1251000] [552.1/1000.0] [batch_t 0.365 (0.448)] [data_t 0.015] [optim_t 0.350] [lr 0.001273] [CE 4.073 (4.132)] [KD 2.988 (2.762)] +2024-10-18 15:05:45,456 - Train: 55.21% [690700/1251000] [552.1/1000.0] [batch_t 0.448 (0.434)] [data_t 0.016] [optim_t 0.432] [lr 0.001273] [CE 3.930 (4.063)] [KD 2.678 (2.762)] +2024-10-18 15:06:07,175 - Train: 55.22% [690750/1251000] [552.2/1000.0] [batch_t 0.383 (0.434)] [data_t 0.016] [optim_t 0.367] [lr 0.001273] [CE 4.065 (4.091)] [KD 2.862 (2.775)] +2024-10-18 15:06:28,899 - Train: 55.22% [690800/1251000] [552.2/1000.0] [batch_t 0.477 (0.434)] [data_t 0.016] [optim_t 0.461] [lr 0.001273] [CE 3.314 (4.096)] [KD 2.331 (2.736)] +2024-10-18 15:06:50,819 - Train: 55.22% [690850/1251000] [552.2/1000.0] [batch_t 0.464 (0.438)] [data_t 0.016] [optim_t 0.448] [lr 0.001272] [CE 3.543 (4.075)] [KD 2.522 (2.729)] +2024-10-18 15:07:12,745 - Train: 55.23% [690900/1251000] [552.3/1000.0] [batch_t 0.432 (0.438)] [data_t 0.016] [optim_t 0.417] [lr 0.001272] [CE 4.576 (4.133)] [KD 3.005 (2.778)] +2024-10-18 15:07:34,272 - Train: 55.23% [690950/1251000] [552.3/1000.0] [batch_t 0.449 (0.430)] [data_t 0.016] [optim_t 0.434] [lr 0.001272] [CE 4.186 (4.067)] [KD 2.713 (2.761)] +2024-10-18 15:07:55,853 - Train: 55.24% [691000/1251000] [552.4/1000.0] [batch_t 0.481 (0.431)] [data_t 0.016] [optim_t 0.466] [lr 0.001272] [CE 3.799 (4.121)] [KD 2.453 (2.746)] +2024-10-18 15:08:17,297 - Train: 55.24% [691050/1251000] [552.4/1000.0] [batch_t 0.384 (0.429)] [data_t 0.016] [optim_t 0.368] [lr 0.001272] [CE 4.431 (4.080)] [KD 2.952 (2.771)] +2024-10-18 15:08:38,793 - Train: 55.24% [691100/1251000] [552.4/1000.0] [batch_t 0.392 (0.430)] [data_t 0.016] [optim_t 0.376] [lr 0.001271] [CE 3.863 (4.120)] [KD 2.622 (2.772)] +2024-10-18 15:09:00,652 - Train: 55.25% [691150/1251000] [552.5/1000.0] [batch_t 0.373 (0.437)] [data_t 0.016] [optim_t 0.358] [lr 0.001271] [CE 4.506 (4.024)] [KD 2.979 (2.701)] +2024-10-18 15:09:22,217 - Train: 55.25% [691200/1251000] [552.5/1000.0] [batch_t 0.426 (0.431)] [data_t 0.015] [optim_t 0.411] [lr 0.001271] [CE 3.804 (4.112)] [KD 2.474 (2.768)] +2024-10-18 15:09:43,952 - Train: 55.26% [691250/1251000] [552.6/1000.0] [batch_t 0.436 (0.435)] [data_t 0.015] [optim_t 0.421] [lr 0.001271] [CE 4.288 (4.135)] [KD 3.015 (2.776)] +2024-10-18 15:10:05,684 - Train: 55.26% [691300/1251000] [552.6/1000.0] [batch_t 0.391 (0.435)] [data_t 0.016] [optim_t 0.376] [lr 0.001271] [CE 4.111 (4.067)] [KD 2.658 (2.729)] +2024-10-18 15:10:26,571 - Train: 55.26% [691350/1251000] [552.6/1000.0] [batch_t 0.365 (0.418)] [data_t 0.015] [optim_t 0.349] [lr 0.001271] [CE 4.751 (4.133)] [KD 3.103 (2.794)] +2024-10-18 15:10:47,783 - Train: 55.27% [691400/1251000] [552.7/1000.0] [batch_t 0.415 (0.424)] [data_t 0.015] [optim_t 0.399] [lr 0.001270] [CE 4.053 (4.121)] [KD 2.725 (2.791)] +2024-10-18 15:11:09,340 - Train: 55.27% [691450/1251000] [552.7/1000.0] [batch_t 0.483 (0.431)] [data_t 0.015] [optim_t 0.468] [lr 0.001270] [CE 3.737 (4.123)] [KD 2.607 (2.758)] +2024-10-18 15:11:30,924 - Train: 55.28% [691500/1251000] [552.8/1000.0] [batch_t 0.469 (0.432)] [data_t 0.015] [optim_t 0.454] [lr 0.001270] [CE 4.065 (4.126)] [KD 2.710 (2.787)] +2024-10-18 15:11:52,848 - Train: 55.28% [691550/1251000] [552.8/1000.0] [batch_t 0.530 (0.438)] [data_t 0.016] [optim_t 0.514] [lr 0.001270] [CE 3.858 (4.116)] [KD 2.744 (2.769)] +2024-10-18 15:12:14,668 - Train: 55.28% [691600/1251000] [552.8/1000.0] [batch_t 0.409 (0.436)] [data_t 0.015] [optim_t 0.393] [lr 0.001270] [CE 4.251 (4.095)] [KD 2.837 (2.732)] +2024-10-18 15:12:35,903 - Train: 55.29% [691650/1251000] [552.9/1000.0] [batch_t 0.365 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.001269] [CE 4.144 (4.166)] [KD 2.846 (2.786)] +2024-10-18 15:12:57,293 - Train: 55.29% [691700/1251000] [552.9/1000.0] [batch_t 0.409 (0.428)] [data_t 0.015] [optim_t 0.394] [lr 0.001269] [CE 4.301 (4.081)] [KD 2.933 (2.738)] +2024-10-18 15:13:18,682 - Train: 55.30% [691750/1251000] [553.0/1000.0] [batch_t 0.477 (0.428)] [data_t 0.016] [optim_t 0.461] [lr 0.001269] [CE 4.374 (4.055)] [KD 3.075 (2.709)] +2024-10-18 15:13:39,691 - Train: 55.30% [691800/1251000] [553.0/1000.0] [batch_t 0.364 (0.420)] [data_t 0.015] [optim_t 0.349] [lr 0.001269] [CE 3.635 (4.063)] [KD 2.667 (2.745)] +2024-10-18 15:14:02,521 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.429)] [top1_cnt 39217] [top5_cnt 47177] [top_all 50000] +2024-10-18 15:14:02,521 - net: 78.434 (94.354) +2024-10-18 15:14:23,708 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 40689] [top5_cnt 47858] [top_all 50000] +2024-10-18 15:14:23,708 - net_E: 81.378 (95.716) +2024-10-18 15:14:23,884 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 15:14:23,884 - ==> Total time: 3 days, 15:32:32 Eta: 2 days, 22:45:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 15:14:49,212 - Train: 55.30% [691850/1251000] [553.0/1000.0] [batch_t 0.359 (0.504)] [data_t 0.015] [optim_t 0.344] [lr 0.001269] [CE 3.940 (4.027)] [KD 2.806 (2.704)] +2024-10-18 15:15:11,123 - Train: 55.31% [691900/1251000] [553.1/1000.0] [batch_t 0.448 (0.438)] [data_t 0.016] [optim_t 0.433] [lr 0.001269] [CE 4.262 (4.087)] [KD 3.014 (2.721)] +2024-10-18 15:15:34,053 - Train: 55.31% [691950/1251000] [553.1/1000.0] [batch_t 0.397 (0.458)] [data_t 0.015] [optim_t 0.382] [lr 0.001268] [CE 4.045 (4.063)] [KD 2.732 (2.713)] +2024-10-18 15:15:56,438 - Train: 55.32% [692000/1251000] [553.2/1000.0] [batch_t 0.380 (0.448)] [data_t 0.015] [optim_t 0.364] [lr 0.001268] [CE 3.945 (4.068)] [KD 2.693 (2.739)] +2024-10-18 15:16:17,676 - Train: 55.32% [692050/1251000] [553.2/1000.0] [batch_t 0.418 (0.425)] [data_t 0.015] [optim_t 0.402] [lr 0.001268] [CE 4.603 (4.067)] [KD 2.869 (2.713)] +2024-10-18 15:16:39,210 - Train: 55.32% [692100/1251000] [553.2/1000.0] [batch_t 0.454 (0.431)] [data_t 0.015] [optim_t 0.438] [lr 0.001268] [CE 3.787 (4.093)] [KD 2.595 (2.725)] +2024-10-18 15:17:01,169 - Train: 55.33% [692150/1251000] [553.3/1000.0] [batch_t 0.424 (0.439)] [data_t 0.015] [optim_t 0.408] [lr 0.001268] [CE 4.067 (4.018)] [KD 2.912 (2.726)] +2024-10-18 15:17:22,531 - Train: 55.33% [692200/1251000] [553.3/1000.0] [batch_t 0.368 (0.427)] [data_t 0.016] [optim_t 0.352] [lr 0.001267] [CE 4.077 (4.113)] [KD 2.671 (2.754)] +2024-10-18 15:17:44,479 - Train: 55.34% [692250/1251000] [553.4/1000.0] [batch_t 0.420 (0.439)] [data_t 0.015] [optim_t 0.404] [lr 0.001267] [CE 4.391 (4.069)] [KD 2.878 (2.748)] +2024-10-18 15:18:05,749 - Train: 55.34% [692300/1251000] [553.4/1000.0] [batch_t 0.388 (0.425)] [data_t 0.015] [optim_t 0.373] [lr 0.001267] [CE 3.849 (4.002)] [KD 2.586 (2.658)] +2024-10-18 15:18:27,145 - Train: 55.34% [692350/1251000] [553.4/1000.0] [batch_t 0.440 (0.428)] [data_t 0.015] [optim_t 0.424] [lr 0.001267] [CE 3.883 (4.052)] [KD 2.634 (2.730)] +2024-10-18 15:18:48,757 - Train: 55.35% [692400/1251000] [553.5/1000.0] [batch_t 0.447 (0.432)] [data_t 0.016] [optim_t 0.431] [lr 0.001267] [CE 4.392 (4.060)] [KD 2.947 (2.729)] +2024-10-18 15:19:10,536 - Train: 55.35% [692450/1251000] [553.5/1000.0] [batch_t 0.394 (0.435)] [data_t 0.015] [optim_t 0.379] [lr 0.001267] [CE 4.145 (4.012)] [KD 2.848 (2.663)] +2024-10-18 15:19:31,985 - Train: 55.36% [692500/1251000] [553.6/1000.0] [batch_t 0.384 (0.429)] [data_t 0.015] [optim_t 0.369] [lr 0.001266] [CE 4.331 (4.168)] [KD 2.789 (2.823)] +2024-10-18 15:19:53,181 - Train: 55.36% [692550/1251000] [553.6/1000.0] [batch_t 0.393 (0.424)] [data_t 0.015] [optim_t 0.378] [lr 0.001266] [CE 4.439 (4.113)] [KD 3.113 (2.803)] +2024-10-18 15:20:14,184 - Train: 55.36% [692600/1251000] [553.6/1000.0] [batch_t 0.436 (0.420)] [data_t 0.015] [optim_t 0.421] [lr 0.001266] [CE 4.145 (4.095)] [KD 2.719 (2.744)] +2024-10-18 15:20:36,179 - Train: 55.37% [692650/1251000] [553.7/1000.0] [batch_t 0.435 (0.440)] [data_t 0.015] [optim_t 0.419] [lr 0.001266] [CE 4.113 (4.102)] [KD 2.673 (2.744)] +2024-10-18 15:20:57,807 - Train: 55.37% [692700/1251000] [553.7/1000.0] [batch_t 0.510 (0.432)] [data_t 0.016] [optim_t 0.495] [lr 0.001266] [CE 4.090 (4.051)] [KD 2.756 (2.730)] +2024-10-18 15:21:19,064 - Train: 55.38% [692750/1251000] [553.8/1000.0] [batch_t 0.426 (0.425)] [data_t 0.016] [optim_t 0.410] [lr 0.001265] [CE 3.722 (4.136)] [KD 2.639 (2.792)] +2024-10-18 15:21:40,964 - Train: 55.38% [692800/1251000] [553.8/1000.0] [batch_t 0.411 (0.438)] [data_t 0.015] [optim_t 0.395] [lr 0.001265] [CE 4.151 (4.105)] [KD 2.719 (2.687)] +2024-10-18 15:22:02,627 - Train: 55.38% [692850/1251000] [553.8/1000.0] [batch_t 0.468 (0.433)] [data_t 0.015] [optim_t 0.452] [lr 0.001265] [CE 4.074 (4.086)] [KD 2.707 (2.728)] +2024-10-18 15:22:24,003 - Train: 55.39% [692900/1251000] [553.9/1000.0] [batch_t 0.415 (0.427)] [data_t 0.015] [optim_t 0.399] [lr 0.001265] [CE 4.541 (4.137)] [KD 3.035 (2.770)] +2024-10-18 15:22:45,230 - Train: 55.39% [692950/1251000] [553.9/1000.0] [batch_t 0.469 (0.424)] [data_t 0.016] [optim_t 0.453] [lr 0.001265] [CE 4.282 (4.175)] [KD 2.833 (2.825)] +2024-10-18 15:23:06,824 - Train: 55.40% [693000/1251000] [554.0/1000.0] [batch_t 0.462 (0.432)] [data_t 0.015] [optim_t 0.447] [lr 0.001264] [CE 3.993 (4.166)] [KD 2.485 (2.751)] +2024-10-18 15:23:27,469 - Train: 55.40% [693050/1251000] [554.0/1000.0] [batch_t 0.361 (0.413)] [data_t 0.015] [optim_t 0.345] [lr 0.001264] [CE 3.944 (4.049)] [KD 2.599 (2.706)] +2024-10-18 15:23:50,582 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 39119] [top5_cnt 47242] [top_all 50000] +2024-10-18 15:23:50,583 - net: 78.238 (94.484) +2024-10-18 15:24:12,608 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40668] [top5_cnt 47892] [top_all 50000] +2024-10-18 15:24:12,609 - net_E: 81.336 (95.784) +2024-10-18 15:24:12,764 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 15:24:12,765 - ==> Total time: 3 days, 15:42:21 Eta: 2 days, 22:36:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 15:24:36,807 - Train: 55.40% [693100/1251000] [554.0/1000.0] [batch_t 0.414 (0.487)] [data_t 0.016] [optim_t 0.398] [lr 0.001264] [CE 4.499 (4.184)] [KD 2.842 (2.761)] +2024-10-18 15:24:57,790 - Train: 55.41% [693150/1251000] [554.1/1000.0] [batch_t 0.432 (0.420)] [data_t 0.016] [optim_t 0.416] [lr 0.001264] [CE 3.603 (4.062)] [KD 2.425 (2.695)] +2024-10-18 15:25:18,500 - Train: 55.41% [693200/1251000] [554.1/1000.0] [batch_t 0.363 (0.414)] [data_t 0.016] [optim_t 0.348] [lr 0.001264] [CE 4.071 (4.159)] [KD 2.764 (2.780)] +2024-10-18 15:25:39,517 - Train: 55.42% [693250/1251000] [554.2/1000.0] [batch_t 0.392 (0.420)] [data_t 0.015] [optim_t 0.377] [lr 0.001264] [CE 4.248 (4.078)] [KD 2.739 (2.751)] +2024-10-18 15:26:00,572 - Train: 55.42% [693300/1251000] [554.2/1000.0] [batch_t 0.416 (0.421)] [data_t 0.015] [optim_t 0.400] [lr 0.001263] [CE 3.832 (4.094)] [KD 2.561 (2.709)] +2024-10-18 15:26:21,920 - Train: 55.42% [693350/1251000] [554.2/1000.0] [batch_t 0.392 (0.427)] [data_t 0.016] [optim_t 0.376] [lr 0.001263] [CE 3.956 (4.174)] [KD 2.691 (2.771)] +2024-10-18 15:26:43,310 - Train: 55.43% [693400/1251000] [554.3/1000.0] [batch_t 0.378 (0.428)] [data_t 0.015] [optim_t 0.362] [lr 0.001263] [CE 3.999 (4.110)] [KD 2.726 (2.725)] +2024-10-18 15:27:05,526 - Train: 55.43% [693450/1251000] [554.3/1000.0] [batch_t 0.467 (0.444)] [data_t 0.015] [optim_t 0.451] [lr 0.001263] [CE 4.041 (4.042)] [KD 2.627 (2.719)] +2024-10-18 15:27:27,591 - Train: 55.44% [693500/1251000] [554.4/1000.0] [batch_t 0.360 (0.441)] [data_t 0.016] [optim_t 0.345] [lr 0.001263] [CE 4.063 (4.089)] [KD 2.568 (2.748)] +2024-10-18 15:27:48,927 - Train: 55.44% [693550/1251000] [554.4/1000.0] [batch_t 0.421 (0.427)] [data_t 0.015] [optim_t 0.406] [lr 0.001262] [CE 4.384 (4.060)] [KD 2.939 (2.703)] +2024-10-18 15:28:09,955 - Train: 55.44% [693600/1251000] [554.4/1000.0] [batch_t 0.409 (0.420)] [data_t 0.016] [optim_t 0.393] [lr 0.001262] [CE 3.254 (4.101)] [KD 2.435 (2.750)] +2024-10-18 15:28:30,996 - Train: 55.45% [693650/1251000] [554.5/1000.0] [batch_t 0.398 (0.421)] [data_t 0.016] [optim_t 0.383] [lr 0.001262] [CE 4.260 (4.049)] [KD 2.582 (2.684)] +2024-10-18 15:28:52,049 - Train: 55.45% [693700/1251000] [554.5/1000.0] [batch_t 0.360 (0.421)] [data_t 0.016] [optim_t 0.345] [lr 0.001262] [CE 4.102 (4.086)] [KD 2.712 (2.730)] +2024-10-18 15:29:12,766 - Train: 55.46% [693750/1251000] [554.6/1000.0] [batch_t 0.460 (0.414)] [data_t 0.016] [optim_t 0.445] [lr 0.001262] [CE 3.754 (4.098)] [KD 2.500 (2.764)] +2024-10-18 15:29:33,560 - Train: 55.46% [693800/1251000] [554.6/1000.0] [batch_t 0.464 (0.416)] [data_t 0.015] [optim_t 0.449] [lr 0.001262] [CE 4.227 (4.139)] [KD 2.773 (2.795)] +2024-10-18 15:29:54,949 - Train: 55.46% [693850/1251000] [554.6/1000.0] [batch_t 0.398 (0.428)] [data_t 0.015] [optim_t 0.383] [lr 0.001261] [CE 4.344 (4.184)] [KD 2.894 (2.801)] +2024-10-18 15:30:16,077 - Train: 55.47% [693900/1251000] [554.7/1000.0] [batch_t 0.371 (0.422)] [data_t 0.015] [optim_t 0.355] [lr 0.001261] [CE 4.353 (4.149)] [KD 2.704 (2.779)] +2024-10-18 15:30:37,599 - Train: 55.47% [693950/1251000] [554.7/1000.0] [batch_t 0.359 (0.430)] [data_t 0.015] [optim_t 0.344] [lr 0.001261] [CE 4.035 (4.038)] [KD 2.815 (2.726)] +2024-10-18 15:30:59,036 - Train: 55.48% [694000/1251000] [554.8/1000.0] [batch_t 0.389 (0.429)] [data_t 0.016] [optim_t 0.373] [lr 0.001261] [CE 4.345 (4.127)] [KD 2.938 (2.789)] +2024-10-18 15:31:20,924 - Train: 55.48% [694050/1251000] [554.8/1000.0] [batch_t 0.425 (0.438)] [data_t 0.015] [optim_t 0.410] [lr 0.001261] [CE 3.782 (4.076)] [KD 2.795 (2.759)] +2024-10-18 15:31:42,950 - Train: 55.48% [694100/1251000] [554.8/1000.0] [batch_t 0.419 (0.440)] [data_t 0.016] [optim_t 0.403] [lr 0.001260] [CE 4.000 (4.089)] [KD 2.888 (2.791)] +2024-10-18 15:32:03,606 - Train: 55.49% [694150/1251000] [554.9/1000.0] [batch_t 0.409 (0.413)] [data_t 0.015] [optim_t 0.394] [lr 0.001260] [CE 4.160 (4.030)] [KD 2.654 (2.699)] +2024-10-18 15:32:23,928 - Train: 55.49% [694200/1251000] [554.9/1000.0] [batch_t 0.432 (0.406)] [data_t 0.015] [optim_t 0.416] [lr 0.001260] [CE 4.586 (4.034)] [KD 3.034 (2.730)] +2024-10-18 15:32:45,903 - Train: 55.50% [694250/1251000] [555.0/1000.0] [batch_t 0.360 (0.439)] [data_t 0.015] [optim_t 0.344] [lr 0.001260] [CE 4.166 (4.126)] [KD 2.740 (2.729)] +2024-10-18 15:33:07,063 - Train: 55.50% [694300/1251000] [555.0/1000.0] [batch_t 0.357 (0.423)] [data_t 0.015] [optim_t 0.342] [lr 0.001260] [CE 4.103 (4.113)] [KD 2.911 (2.719)] +2024-10-18 15:33:30,223 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.423)] [top1_cnt 39297] [top5_cnt 47224] [top_all 50000] +2024-10-18 15:33:30,224 - net: 78.594 (94.448) +2024-10-18 15:33:51,456 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40657] [top5_cnt 47881] [top_all 50000] +2024-10-18 15:33:51,457 - net_E: 81.314 (95.762) +2024-10-18 15:33:51,613 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 15:33:51,614 - ==> Total time: 3 days, 15:52:00 Eta: 2 days, 22:27:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 15:34:15,970 - Train: 55.50% [694350/1251000] [555.0/1000.0] [batch_t 0.361 (0.457)] [data_t 0.016] [optim_t 0.345] [lr 0.001260] [CE 4.283 (4.040)] [KD 2.954 (2.735)] +2024-10-18 15:34:37,605 - Train: 55.51% [694400/1251000] [555.1/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.345] [lr 0.001259] [CE 3.543 (4.087)] [KD 2.442 (2.726)] +2024-10-18 15:34:59,366 - Train: 55.51% [694450/1251000] [555.1/1000.0] [batch_t 0.399 (0.435)] [data_t 0.015] [optim_t 0.384] [lr 0.001259] [CE 4.346 (4.042)] [KD 2.906 (2.728)] +2024-10-18 15:35:20,443 - Train: 55.52% [694500/1251000] [555.2/1000.0] [batch_t 0.462 (0.421)] [data_t 0.015] [optim_t 0.447] [lr 0.001259] [CE 4.659 (4.153)] [KD 2.994 (2.773)] +2024-10-18 15:35:42,148 - Train: 55.52% [694550/1251000] [555.2/1000.0] [batch_t 0.434 (0.434)] [data_t 0.015] [optim_t 0.419] [lr 0.001259] [CE 3.620 (4.099)] [KD 2.597 (2.759)] +2024-10-18 15:36:03,871 - Train: 55.52% [694600/1251000] [555.2/1000.0] [batch_t 0.486 (0.434)] [data_t 0.016] [optim_t 0.470] [lr 0.001259] [CE 4.453 (4.084)] [KD 2.753 (2.731)] +2024-10-18 15:36:25,669 - Train: 55.53% [694650/1251000] [555.3/1000.0] [batch_t 0.477 (0.436)] [data_t 0.016] [optim_t 0.462] [lr 0.001258] [CE 4.532 (4.087)] [KD 2.762 (2.712)] +2024-10-18 15:36:47,118 - Train: 55.53% [694700/1251000] [555.3/1000.0] [batch_t 0.459 (0.429)] [data_t 0.016] [optim_t 0.444] [lr 0.001258] [CE 4.380 (4.083)] [KD 2.831 (2.747)] +2024-10-18 15:37:08,657 - Train: 55.54% [694750/1251000] [555.4/1000.0] [batch_t 0.449 (0.431)] [data_t 0.016] [optim_t 0.433] [lr 0.001258] [CE 4.248 (4.103)] [KD 2.842 (2.769)] +2024-10-18 15:37:29,566 - Train: 55.54% [694800/1251000] [555.4/1000.0] [batch_t 0.407 (0.418)] [data_t 0.015] [optim_t 0.392] [lr 0.001258] [CE 4.241 (4.132)] [KD 3.022 (2.760)] +2024-10-18 15:37:51,482 - Train: 55.54% [694850/1251000] [555.4/1000.0] [batch_t 0.442 (0.438)] [data_t 0.016] [optim_t 0.427] [lr 0.001258] [CE 4.244 (4.037)] [KD 2.935 (2.739)] +2024-10-18 15:38:13,019 - Train: 55.55% [694900/1251000] [555.5/1000.0] [batch_t 0.485 (0.431)] [data_t 0.016] [optim_t 0.469] [lr 0.001258] [CE 4.025 (3.998)] [KD 2.877 (2.726)] +2024-10-18 15:38:34,529 - Train: 55.55% [694950/1251000] [555.5/1000.0] [batch_t 0.470 (0.430)] [data_t 0.016] [optim_t 0.454] [lr 0.001257] [CE 4.170 (4.134)] [KD 2.823 (2.787)] +2024-10-18 15:38:57,094 - Train: 55.56% [695000/1251000] [555.6/1000.0] [batch_t 0.435 (0.451)] [data_t 0.016] [optim_t 0.420] [lr 0.001257] [CE 4.373 (4.145)] [KD 2.946 (2.781)] +2024-10-18 15:39:18,617 - Train: 55.56% [695050/1251000] [555.6/1000.0] [batch_t 0.419 (0.430)] [data_t 0.016] [optim_t 0.404] [lr 0.001257] [CE 4.338 (4.067)] [KD 2.855 (2.746)] +2024-10-18 15:39:39,991 - Train: 55.56% [695100/1251000] [555.6/1000.0] [batch_t 0.788 (0.427)] [data_t 0.016] [optim_t 0.772] [lr 0.001257] [CE 4.202 (4.044)] [KD 2.721 (2.729)] +2024-10-18 15:40:00,851 - Train: 55.57% [695150/1251000] [555.7/1000.0] [batch_t 0.364 (0.417)] [data_t 0.016] [optim_t 0.349] [lr 0.001257] [CE 3.255 (4.039)] [KD 2.172 (2.692)] +2024-10-18 15:40:22,413 - Train: 55.57% [695200/1251000] [555.7/1000.0] [batch_t 0.433 (0.431)] [data_t 0.016] [optim_t 0.417] [lr 0.001256] [CE 4.548 (4.135)] [KD 3.144 (2.785)] +2024-10-18 15:40:43,732 - Train: 55.58% [695250/1251000] [555.8/1000.0] [batch_t 0.396 (0.426)] [data_t 0.016] [optim_t 0.380] [lr 0.001256] [CE 4.330 (4.131)] [KD 2.901 (2.756)] +2024-10-18 15:41:05,140 - Train: 55.58% [695300/1251000] [555.8/1000.0] [batch_t 0.479 (0.428)] [data_t 0.016] [optim_t 0.464] [lr 0.001256] [CE 4.128 (4.101)] [KD 2.827 (2.743)] +2024-10-18 15:41:26,142 - Train: 55.58% [695350/1251000] [555.8/1000.0] [batch_t 0.365 (0.420)] [data_t 0.015] [optim_t 0.350] [lr 0.001256] [CE 4.072 (4.021)] [KD 2.861 (2.708)] +2024-10-18 15:41:47,514 - Train: 55.59% [695400/1251000] [555.9/1000.0] [batch_t 0.570 (0.427)] [data_t 0.016] [optim_t 0.555] [lr 0.001256] [CE 3.480 (4.091)] [KD 2.489 (2.730)] +2024-10-18 15:42:08,877 - Train: 55.59% [695450/1251000] [555.9/1000.0] [batch_t 0.400 (0.427)] [data_t 0.016] [optim_t 0.385] [lr 0.001255] [CE 4.212 (4.091)] [KD 2.786 (2.746)] +2024-10-18 15:42:30,098 - Train: 55.60% [695500/1251000] [556.0/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.001255] [CE 4.465 (4.099)] [KD 2.904 (2.740)] +2024-10-18 15:42:51,023 - Train: 55.60% [695550/1251000] [556.0/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.348] [lr 0.001255] [CE 3.922 (4.056)] [KD 2.558 (2.722)] +2024-10-18 15:43:15,256 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.436)] [top1_cnt 39362] [top5_cnt 47350] [top_all 50000] +2024-10-18 15:43:15,256 - net: 78.724 (94.700) +2024-10-18 15:43:37,608 - Test (net_E): 100.00% [50/50] [batch_t 0.153 (0.439)] [top1_cnt 40667] [top5_cnt 47885] [top_all 50000] +2024-10-18 15:43:37,608 - net_E: 81.334 (95.770) +2024-10-18 15:43:37,815 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 15:43:37,816 - ==> Total time: 3 days, 16:01:46 Eta: 2 days, 22:17:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 15:44:01,087 - Train: 55.60% [695600/1251000] [556.0/1000.0] [batch_t 0.405 (0.496)] [data_t 0.015] [optim_t 0.389] [lr 0.001255] [CE 3.591 (4.182)] [KD 2.577 (2.803)] +2024-10-18 15:44:23,146 - Train: 55.61% [695650/1251000] [556.1/1000.0] [batch_t 0.361 (0.441)] [data_t 0.015] [optim_t 0.345] [lr 0.001255] [CE 4.240 (4.068)] [KD 2.795 (2.735)] +2024-10-18 15:44:45,210 - Train: 55.61% [695700/1251000] [556.1/1000.0] [batch_t 0.361 (0.441)] [data_t 0.015] [optim_t 0.345] [lr 0.001255] [CE 4.133 (4.060)] [KD 2.707 (2.713)] +2024-10-18 15:45:07,183 - Train: 55.62% [695750/1251000] [556.2/1000.0] [batch_t 0.462 (0.439)] [data_t 0.016] [optim_t 0.446] [lr 0.001254] [CE 4.399 (4.091)] [KD 2.994 (2.724)] +2024-10-18 15:45:29,047 - Train: 55.62% [695800/1251000] [556.2/1000.0] [batch_t 0.442 (0.437)] [data_t 0.015] [optim_t 0.426] [lr 0.001254] [CE 3.695 (4.054)] [KD 2.582 (2.729)] +2024-10-18 15:45:50,159 - Train: 55.62% [695850/1251000] [556.2/1000.0] [batch_t 0.462 (0.422)] [data_t 0.015] [optim_t 0.446] [lr 0.001254] [CE 3.803 (4.056)] [KD 2.466 (2.706)] +2024-10-18 15:46:11,980 - Train: 55.63% [695900/1251000] [556.3/1000.0] [batch_t 0.362 (0.436)] [data_t 0.015] [optim_t 0.346] [lr 0.001254] [CE 4.520 (4.074)] [KD 2.831 (2.675)] +2024-10-18 15:46:32,581 - Train: 55.63% [695950/1251000] [556.3/1000.0] [batch_t 0.362 (0.412)] [data_t 0.015] [optim_t 0.347] [lr 0.001254] [CE 4.590 (4.189)] [KD 2.970 (2.784)] +2024-10-18 15:46:53,642 - Train: 55.64% [696000/1251000] [556.4/1000.0] [batch_t 0.447 (0.421)] [data_t 0.015] [optim_t 0.431] [lr 0.001253] [CE 3.655 (4.025)] [KD 2.605 (2.711)] +2024-10-18 15:47:15,551 - Train: 55.64% [696050/1251000] [556.4/1000.0] [batch_t 0.395 (0.438)] [data_t 0.051] [optim_t 0.344] [lr 0.001253] [CE 4.503 (4.077)] [KD 2.983 (2.763)] +2024-10-18 15:47:37,378 - Train: 55.64% [696100/1251000] [556.4/1000.0] [batch_t 0.464 (0.436)] [data_t 0.119] [optim_t 0.345] [lr 0.001253] [CE 3.816 (4.144)] [KD 2.579 (2.781)] +2024-10-18 15:47:58,347 - Train: 55.65% [696150/1251000] [556.5/1000.0] [batch_t 0.426 (0.419)] [data_t 0.080] [optim_t 0.346] [lr 0.001253] [CE 4.135 (4.074)] [KD 2.772 (2.716)] +2024-10-18 15:48:20,169 - Train: 55.65% [696200/1251000] [556.5/1000.0] [batch_t 0.362 (0.436)] [data_t 0.015] [optim_t 0.347] [lr 0.001253] [CE 4.374 (4.088)] [KD 2.829 (2.735)] +2024-10-18 15:48:41,056 - Train: 55.66% [696250/1251000] [556.6/1000.0] [batch_t 0.437 (0.418)] [data_t 0.016] [optim_t 0.421] [lr 0.001253] [CE 4.090 (4.085)] [KD 2.769 (2.710)] +2024-10-18 15:49:01,868 - Train: 55.66% [696300/1251000] [556.6/1000.0] [batch_t 0.360 (0.416)] [data_t 0.016] [optim_t 0.344] [lr 0.001252] [CE 4.275 (4.125)] [KD 2.987 (2.754)] +2024-10-18 15:49:23,549 - Train: 55.66% [696350/1251000] [556.6/1000.0] [batch_t 0.459 (0.433)] [data_t 0.016] [optim_t 0.444] [lr 0.001252] [CE 3.750 (4.064)] [KD 2.382 (2.736)] +2024-10-18 15:49:44,475 - Train: 55.67% [696400/1251000] [556.7/1000.0] [batch_t 0.433 (0.418)] [data_t 0.016] [optim_t 0.418] [lr 0.001252] [CE 3.613 (4.013)] [KD 2.783 (2.717)] +2024-10-18 15:50:06,211 - Train: 55.67% [696450/1251000] [556.7/1000.0] [batch_t 0.467 (0.435)] [data_t 0.015] [optim_t 0.452] [lr 0.001252] [CE 3.764 (4.189)] [KD 2.627 (2.781)] +2024-10-18 15:50:27,507 - Train: 55.68% [696500/1251000] [556.8/1000.0] [batch_t 0.422 (0.426)] [data_t 0.016] [optim_t 0.406] [lr 0.001252] [CE 3.754 (3.994)] [KD 2.562 (2.709)] +2024-10-18 15:50:48,607 - Train: 55.68% [696550/1251000] [556.8/1000.0] [batch_t 0.491 (0.422)] [data_t 0.015] [optim_t 0.476] [lr 0.001251] [CE 4.236 (4.090)] [KD 2.828 (2.781)] +2024-10-18 15:51:10,437 - Train: 55.68% [696600/1251000] [556.8/1000.0] [batch_t 0.422 (0.436)] [data_t 0.015] [optim_t 0.407] [lr 0.001251] [CE 4.020 (4.080)] [KD 2.524 (2.721)] +2024-10-18 15:51:31,995 - Train: 55.69% [696650/1251000] [556.9/1000.0] [batch_t 0.423 (0.431)] [data_t 0.015] [optim_t 0.407] [lr 0.001251] [CE 3.923 (4.025)] [KD 2.718 (2.720)] +2024-10-18 15:51:53,069 - Train: 55.69% [696700/1251000] [556.9/1000.0] [batch_t 0.534 (0.421)] [data_t 0.016] [optim_t 0.519] [lr 0.001251] [CE 4.543 (4.153)] [KD 2.937 (2.779)] +2024-10-18 15:52:14,005 - Train: 55.70% [696750/1251000] [557.0/1000.0] [batch_t 0.442 (0.419)] [data_t 0.016] [optim_t 0.426] [lr 0.001251] [CE 4.036 (4.167)] [KD 2.812 (2.777)] +2024-10-18 15:52:35,335 - Train: 55.70% [696800/1251000] [557.0/1000.0] [batch_t 0.359 (0.427)] [data_t 0.015] [optim_t 0.343] [lr 0.001251] [CE 3.926 (4.070)] [KD 2.782 (2.742)] +2024-10-18 15:52:59,277 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 38992] [top5_cnt 47187] [top_all 50000] +2024-10-18 15:52:59,277 - net: 77.984 (94.374) +2024-10-18 15:53:20,467 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 40708] [top5_cnt 47876] [top_all 50000] +2024-10-18 15:53:20,467 - net_E: 81.416 (95.752) +2024-10-18 15:53:20,644 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 15:53:20,645 - ==> Total time: 3 days, 16:11:29 Eta: 2 days, 22:08:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 15:53:43,179 - Train: 55.70% [696850/1251000] [557.0/1000.0] [batch_t 0.476 (0.486)] [data_t 0.133] [optim_t 0.343] [lr 0.001250] [CE 4.296 (4.050)] [KD 2.668 (2.684)] +2024-10-18 15:54:05,591 - Train: 55.71% [696900/1251000] [557.1/1000.0] [batch_t 0.451 (0.448)] [data_t 0.108] [optim_t 0.343] [lr 0.001250] [CE 4.216 (4.075)] [KD 2.660 (2.690)] +2024-10-18 15:54:27,942 - Train: 55.71% [696950/1251000] [557.1/1000.0] [batch_t 0.513 (0.447)] [data_t 0.172] [optim_t 0.342] [lr 0.001250] [CE 4.152 (4.035)] [KD 2.637 (2.706)] +2024-10-18 15:54:50,046 - Train: 55.72% [697000/1251000] [557.2/1000.0] [batch_t 0.480 (0.442)] [data_t 0.135] [optim_t 0.345] [lr 0.001250] [CE 4.043 (4.040)] [KD 2.749 (2.675)] +2024-10-18 15:55:12,486 - Train: 55.72% [697050/1251000] [557.2/1000.0] [batch_t 0.475 (0.449)] [data_t 0.129] [optim_t 0.347] [lr 0.001250] [CE 3.806 (4.016)] [KD 2.624 (2.717)] +2024-10-18 15:55:35,222 - Train: 55.72% [697100/1251000] [557.2/1000.0] [batch_t 0.448 (0.455)] [data_t 0.099] [optim_t 0.349] [lr 0.001249] [CE 4.004 (4.105)] [KD 2.829 (2.757)] +2024-10-18 15:55:57,712 - Train: 55.73% [697150/1251000] [557.3/1000.0] [batch_t 0.458 (0.450)] [data_t 0.113] [optim_t 0.345] [lr 0.001249] [CE 4.284 (4.193)] [KD 2.948 (2.777)] +2024-10-18 15:56:20,682 - Train: 55.73% [697200/1251000] [557.3/1000.0] [batch_t 0.381 (0.459)] [data_t 0.034] [optim_t 0.347] [lr 0.001249] [CE 3.767 (4.101)] [KD 2.467 (2.742)] +2024-10-18 15:56:43,184 - Train: 55.74% [697250/1251000] [557.4/1000.0] [batch_t 0.457 (0.450)] [data_t 0.110] [optim_t 0.347] [lr 0.001249] [CE 4.003 (4.016)] [KD 2.556 (2.727)] +2024-10-18 15:57:05,794 - Train: 55.74% [697300/1251000] [557.4/1000.0] [batch_t 0.398 (0.452)] [data_t 0.052] [optim_t 0.346] [lr 0.001249] [CE 4.270 (4.109)] [KD 2.978 (2.715)] +2024-10-18 15:57:28,044 - Train: 55.74% [697350/1251000] [557.4/1000.0] [batch_t 0.364 (0.445)] [data_t 0.015] [optim_t 0.349] [lr 0.001249] [CE 4.205 (4.028)] [KD 2.741 (2.724)] +2024-10-18 15:57:50,666 - Train: 55.75% [697400/1251000] [557.5/1000.0] [batch_t 0.423 (0.452)] [data_t 0.076] [optim_t 0.348] [lr 0.001248] [CE 3.879 (4.130)] [KD 2.847 (2.756)] +2024-10-18 15:58:13,143 - Train: 55.75% [697450/1251000] [557.5/1000.0] [batch_t 0.469 (0.449)] [data_t 0.120] [optim_t 0.349] [lr 0.001248] [CE 3.220 (4.085)] [KD 2.292 (2.742)] +2024-10-18 15:58:34,655 - Train: 55.76% [697500/1251000] [557.6/1000.0] [batch_t 0.460 (0.430)] [data_t 0.097] [optim_t 0.363] [lr 0.001248] [CE 4.389 (4.095)] [KD 2.923 (2.740)] +2024-10-18 15:58:56,727 - Train: 55.76% [697550/1251000] [557.6/1000.0] [batch_t 0.431 (0.441)] [data_t 0.080] [optim_t 0.351] [lr 0.001248] [CE 4.202 (4.028)] [KD 2.751 (2.693)] +2024-10-18 15:59:18,319 - Train: 55.76% [697600/1251000] [557.6/1000.0] [batch_t 0.439 (0.432)] [data_t 0.095] [optim_t 0.344] [lr 0.001248] [CE 4.035 (4.146)] [KD 2.737 (2.745)] +2024-10-18 15:59:40,828 - Train: 55.77% [697650/1251000] [557.7/1000.0] [batch_t 0.444 (0.450)] [data_t 0.016] [optim_t 0.429] [lr 0.001247] [CE 3.925 (4.094)] [KD 2.664 (2.780)] +2024-10-18 16:00:02,879 - Train: 55.77% [697700/1251000] [557.7/1000.0] [batch_t 0.387 (0.441)] [data_t 0.015] [optim_t 0.372] [lr 0.001247] [CE 4.450 (4.110)] [KD 2.949 (2.693)] +2024-10-18 16:00:24,648 - Train: 55.78% [697750/1251000] [557.8/1000.0] [batch_t 0.404 (0.435)] [data_t 0.016] [optim_t 0.388] [lr 0.001247] [CE 4.180 (4.111)] [KD 2.804 (2.718)] +2024-10-18 16:00:45,367 - Train: 55.78% [697800/1251000] [557.8/1000.0] [batch_t 0.414 (0.414)] [data_t 0.015] [optim_t 0.399] [lr 0.001247] [CE 3.960 (4.062)] [KD 2.791 (2.725)] +2024-10-18 16:01:07,196 - Train: 55.78% [697850/1251000] [557.8/1000.0] [batch_t 0.364 (0.436)] [data_t 0.016] [optim_t 0.349] [lr 0.001247] [CE 4.003 (4.007)] [KD 2.758 (2.702)] +2024-10-18 16:01:28,361 - Train: 55.79% [697900/1251000] [557.9/1000.0] [batch_t 0.409 (0.423)] [data_t 0.016] [optim_t 0.393] [lr 0.001246] [CE 4.053 (4.122)] [KD 3.039 (2.773)] +2024-10-18 16:01:50,283 - Train: 55.79% [697950/1251000] [557.9/1000.0] [batch_t 0.416 (0.438)] [data_t 0.016] [optim_t 0.401] [lr 0.001246] [CE 3.470 (4.018)] [KD 2.448 (2.728)] +2024-10-18 16:02:11,662 - Train: 55.80% [698000/1251000] [558.0/1000.0] [batch_t 0.388 (0.427)] [data_t 0.043] [optim_t 0.346] [lr 0.001246] [CE 4.075 (4.137)] [KD 2.703 (2.795)] +2024-10-18 16:02:33,296 - Train: 55.80% [698050/1251000] [558.0/1000.0] [batch_t 0.358 (0.433)] [data_t 0.015] [optim_t 0.343] [lr 0.001246] [CE 4.549 (4.096)] [KD 3.007 (2.747)] +2024-10-18 16:02:57,778 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39205] [top5_cnt 47205] [top_all 50000] +2024-10-18 16:02:57,779 - net: 78.410 (94.410) +2024-10-18 16:03:18,896 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 40709] [top5_cnt 47884] [top_all 50000] +2024-10-18 16:03:18,897 - net_E: 81.418 (95.768) +2024-10-18 16:03:19,072 - Max [top1: 78.732 (epoch: 539)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 16:03:19,073 - ==> Total time: 3 days, 16:21:27 Eta: 2 days, 21:59:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 16:03:42,396 - Train: 55.80% [698100/1251000] [558.0/1000.0] [batch_t 0.540 (0.513)] [data_t 0.198] [optim_t 0.341] [lr 0.001246] [CE 3.792 (4.192)] [KD 2.775 (2.786)] +2024-10-18 16:04:04,836 - Train: 55.81% [698150/1251000] [558.1/1000.0] [batch_t 0.443 (0.449)] [data_t 0.015] [optim_t 0.428] [lr 0.001246] [CE 4.187 (4.066)] [KD 2.731 (2.722)] +2024-10-18 16:04:27,969 - Train: 55.81% [698200/1251000] [558.1/1000.0] [batch_t 0.558 (0.463)] [data_t 0.016] [optim_t 0.542] [lr 0.001245] [CE 3.977 (4.066)] [KD 2.827 (2.706)] +2024-10-18 16:04:50,618 - Train: 55.82% [698250/1251000] [558.2/1000.0] [batch_t 0.362 (0.453)] [data_t 0.015] [optim_t 0.346] [lr 0.001245] [CE 3.706 (4.078)] [KD 2.532 (2.715)] +2024-10-18 16:05:13,573 - Train: 55.82% [698300/1251000] [558.2/1000.0] [batch_t 0.456 (0.459)] [data_t 0.016] [optim_t 0.440] [lr 0.001245] [CE 3.897 (4.159)] [KD 2.704 (2.769)] +2024-10-18 16:05:36,032 - Train: 55.82% [698350/1251000] [558.2/1000.0] [batch_t 0.415 (0.449)] [data_t 0.015] [optim_t 0.400] [lr 0.001245] [CE 4.470 (4.083)] [KD 2.863 (2.754)] +2024-10-18 16:05:58,424 - Train: 55.83% [698400/1251000] [558.3/1000.0] [batch_t 0.360 (0.448)] [data_t 0.016] [optim_t 0.344] [lr 0.001245] [CE 4.035 (4.041)] [KD 2.585 (2.696)] +2024-10-18 16:06:20,160 - Train: 55.83% [698450/1251000] [558.3/1000.0] [batch_t 0.369 (0.435)] [data_t 0.015] [optim_t 0.353] [lr 0.001244] [CE 4.240 (4.093)] [KD 2.888 (2.747)] +2024-10-18 16:06:43,176 - Train: 55.84% [698500/1251000] [558.4/1000.0] [batch_t 0.521 (0.460)] [data_t 0.015] [optim_t 0.506] [lr 0.001244] [CE 4.097 (4.082)] [KD 2.745 (2.740)] +2024-10-18 16:07:05,042 - Train: 55.84% [698550/1251000] [558.4/1000.0] [batch_t 0.406 (0.437)] [data_t 0.015] [optim_t 0.391] [lr 0.001244] [CE 4.406 (4.093)] [KD 2.853 (2.739)] +2024-10-18 16:07:27,695 - Train: 55.84% [698600/1251000] [558.4/1000.0] [batch_t 0.530 (0.453)] [data_t 0.015] [optim_t 0.514] [lr 0.001244] [CE 3.763 (4.066)] [KD 2.641 (2.746)] +2024-10-18 16:07:49,846 - Train: 55.85% [698650/1251000] [558.5/1000.0] [batch_t 0.363 (0.443)] [data_t 0.016] [optim_t 0.347] [lr 0.001244] [CE 3.812 (4.101)] [KD 2.719 (2.774)] +2024-10-18 16:08:11,828 - Train: 55.85% [698700/1251000] [558.5/1000.0] [batch_t 0.405 (0.439)] [data_t 0.016] [optim_t 0.389] [lr 0.001244] [CE 4.509 (4.115)] [KD 2.897 (2.750)] +2024-10-18 16:08:33,319 - Train: 55.86% [698750/1251000] [558.6/1000.0] [batch_t 0.365 (0.430)] [data_t 0.017] [optim_t 0.349] [lr 0.001243] [CE 4.342 (4.081)] [KD 2.671 (2.695)] +2024-10-18 16:08:55,118 - Train: 55.86% [698800/1251000] [558.6/1000.0] [batch_t 0.454 (0.436)] [data_t 0.015] [optim_t 0.439] [lr 0.001243] [CE 4.048 (4.098)] [KD 2.793 (2.721)] +2024-10-18 16:09:16,939 - Train: 55.86% [698850/1251000] [558.6/1000.0] [batch_t 0.457 (0.436)] [data_t 0.015] [optim_t 0.441] [lr 0.001243] [CE 3.948 (3.960)] [KD 2.610 (2.630)] +2024-10-18 16:09:38,775 - Train: 55.87% [698900/1251000] [558.7/1000.0] [batch_t 0.498 (0.437)] [data_t 0.016] [optim_t 0.482] [lr 0.001243] [CE 4.070 (4.123)] [KD 2.656 (2.774)] +2024-10-18 16:10:01,188 - Train: 55.87% [698950/1251000] [558.7/1000.0] [batch_t 0.429 (0.448)] [data_t 0.016] [optim_t 0.413] [lr 0.001243] [CE 4.126 (4.100)] [KD 2.587 (2.758)] +2024-10-18 16:10:23,321 - Train: 55.88% [699000/1251000] [558.8/1000.0] [batch_t 0.394 (0.442)] [data_t 0.016] [optim_t 0.378] [lr 0.001242] [CE 4.281 (4.093)] [KD 2.832 (2.720)] +2024-10-18 16:10:45,056 - Train: 55.88% [699050/1251000] [558.8/1000.0] [batch_t 0.628 (0.435)] [data_t 0.015] [optim_t 0.613] [lr 0.001242] [CE 4.074 (4.080)] [KD 2.778 (2.772)] +2024-10-18 16:11:07,046 - Train: 55.88% [699100/1251000] [558.8/1000.0] [batch_t 0.365 (0.440)] [data_t 0.015] [optim_t 0.349] [lr 0.001242] [CE 3.873 (4.103)] [KD 2.667 (2.762)] +2024-10-18 16:11:28,182 - Train: 55.89% [699150/1251000] [558.9/1000.0] [batch_t 0.368 (0.423)] [data_t 0.016] [optim_t 0.353] [lr 0.001242] [CE 3.777 (4.129)] [KD 2.701 (2.791)] +2024-10-18 16:11:49,596 - Train: 55.89% [699200/1251000] [558.9/1000.0] [batch_t 0.490 (0.428)] [data_t 0.137] [optim_t 0.353] [lr 0.001242] [CE 4.434 (4.045)] [KD 2.920 (2.759)] +2024-10-18 16:12:12,058 - Train: 55.90% [699250/1251000] [559.0/1000.0] [batch_t 0.457 (0.449)] [data_t 0.016] [optim_t 0.442] [lr 0.001242] [CE 3.760 (4.063)] [KD 2.579 (2.719)] +2024-10-18 16:12:33,063 - Train: 55.90% [699300/1251000] [559.0/1000.0] [batch_t 0.359 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.001241] [CE 4.378 (4.155)] [KD 2.968 (2.746)] +2024-10-18 16:12:58,100 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 39374] [top5_cnt 47277] [top_all 50000] +2024-10-18 16:12:58,100 - net: 78.748 (94.554) +2024-10-18 16:13:19,462 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40697] [top5_cnt 47889] [top_all 50000] +2024-10-18 16:13:19,462 - net_E: 81.394 (95.778) +2024-10-18 16:13:19,653 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 16:13:19,654 - ==> Total time: 3 days, 16:31:28 Eta: 2 days, 21:50:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 16:13:42,292 - Train: 55.90% [699350/1251000] [559.0/1000.0] [batch_t 0.363 (0.441)] [data_t 0.015] [optim_t 0.347] [lr 0.001241] [CE 3.711 (4.064)] [KD 2.645 (2.700)] +2024-10-18 16:14:02,631 - Train: 55.91% [699400/1251000] [559.1/1000.0] [batch_t 0.453 (0.407)] [data_t 0.015] [optim_t 0.438] [lr 0.001241] [CE 3.735 (4.051)] [KD 2.473 (2.694)] +2024-10-18 16:14:23,850 - Train: 55.91% [699450/1251000] [559.1/1000.0] [batch_t 0.410 (0.424)] [data_t 0.015] [optim_t 0.395] [lr 0.001241] [CE 3.869 (4.042)] [KD 2.658 (2.719)] +2024-10-18 16:14:44,917 - Train: 55.92% [699500/1251000] [559.2/1000.0] [batch_t 0.386 (0.421)] [data_t 0.015] [optim_t 0.370] [lr 0.001241] [CE 4.429 (4.107)] [KD 2.838 (2.720)] +2024-10-18 16:15:06,057 - Train: 55.92% [699550/1251000] [559.2/1000.0] [batch_t 0.420 (0.423)] [data_t 0.015] [optim_t 0.404] [lr 0.001240] [CE 4.176 (4.029)] [KD 2.817 (2.716)] +2024-10-18 16:15:27,234 - Train: 55.92% [699600/1251000] [559.2/1000.0] [batch_t 0.436 (0.423)] [data_t 0.015] [optim_t 0.421] [lr 0.001240] [CE 3.751 (4.093)] [KD 2.550 (2.727)] +2024-10-18 16:15:48,325 - Train: 55.93% [699650/1251000] [559.3/1000.0] [batch_t 0.366 (0.422)] [data_t 0.015] [optim_t 0.351] [lr 0.001240] [CE 4.486 (4.098)] [KD 2.788 (2.739)] +2024-10-18 16:16:09,125 - Train: 55.93% [699700/1251000] [559.3/1000.0] [batch_t 0.379 (0.416)] [data_t 0.015] [optim_t 0.363] [lr 0.001240] [CE 4.205 (4.147)] [KD 2.580 (2.746)] +2024-10-18 16:16:30,268 - Train: 55.94% [699750/1251000] [559.4/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.001240] [CE 4.403 (4.077)] [KD 2.876 (2.728)] +2024-10-18 16:16:51,866 - Train: 55.94% [699800/1251000] [559.4/1000.0] [batch_t 0.396 (0.432)] [data_t 0.015] [optim_t 0.380] [lr 0.001240] [CE 4.048 (4.065)] [KD 2.743 (2.691)] +2024-10-18 16:17:13,047 - Train: 55.94% [699850/1251000] [559.4/1000.0] [batch_t 0.469 (0.424)] [data_t 0.015] [optim_t 0.453] [lr 0.001239] [CE 3.978 (4.076)] [KD 2.762 (2.747)] +2024-10-18 16:17:33,878 - Train: 55.95% [699900/1251000] [559.5/1000.0] [batch_t 0.363 (0.417)] [data_t 0.015] [optim_t 0.347] [lr 0.001239] [CE 3.532 (4.084)] [KD 2.352 (2.717)] +2024-10-18 16:17:55,674 - Train: 55.95% [699950/1251000] [559.5/1000.0] [batch_t 0.385 (0.436)] [data_t 0.015] [optim_t 0.369] [lr 0.001239] [CE 3.808 (4.036)] [KD 2.653 (2.736)] +2024-10-18 16:18:17,281 - Train: 55.96% [700000/1251000] [559.6/1000.0] [batch_t 0.360 (0.432)] [data_t 0.015] [optim_t 0.345] [lr 0.001239] [CE 3.903 (4.018)] [KD 2.970 (2.721)] +2024-10-18 16:18:38,883 - Train: 55.96% [700050/1251000] [559.6/1000.0] [batch_t 0.459 (0.432)] [data_t 0.015] [optim_t 0.444] [lr 0.001239] [CE 3.537 (4.099)] [KD 2.497 (2.733)] +2024-10-18 16:19:00,719 - Train: 55.96% [700100/1251000] [559.6/1000.0] [batch_t 0.492 (0.437)] [data_t 0.015] [optim_t 0.477] [lr 0.001238] [CE 3.853 (4.057)] [KD 2.540 (2.734)] +2024-10-18 16:19:22,819 - Train: 55.97% [700150/1251000] [559.7/1000.0] [batch_t 0.469 (0.442)] [data_t 0.015] [optim_t 0.454] [lr 0.001238] [CE 4.176 (4.036)] [KD 2.771 (2.708)] +2024-10-18 16:19:44,343 - Train: 55.97% [700200/1251000] [559.7/1000.0] [batch_t 0.496 (0.430)] [data_t 0.015] [optim_t 0.481] [lr 0.001238] [CE 4.097 (4.070)] [KD 2.842 (2.750)] +2024-10-18 16:20:06,711 - Train: 55.98% [700250/1251000] [559.8/1000.0] [batch_t 1.028 (0.447)] [data_t 0.015] [optim_t 1.012] [lr 0.001238] [CE 4.161 (4.049)] [KD 2.777 (2.732)] +2024-10-18 16:20:27,959 - Train: 55.98% [700300/1251000] [559.8/1000.0] [batch_t 0.409 (0.425)] [data_t 0.015] [optim_t 0.394] [lr 0.001238] [CE 4.395 (4.143)] [KD 2.834 (2.740)] +2024-10-18 16:20:49,394 - Train: 55.98% [700350/1251000] [559.8/1000.0] [batch_t 0.514 (0.429)] [data_t 0.015] [optim_t 0.498] [lr 0.001238] [CE 4.063 (4.077)] [KD 2.528 (2.708)] +2024-10-18 16:21:10,187 - Train: 55.99% [700400/1251000] [559.9/1000.0] [batch_t 0.387 (0.416)] [data_t 0.015] [optim_t 0.371] [lr 0.001237] [CE 3.906 (4.072)] [KD 2.548 (2.692)] +2024-10-18 16:21:31,265 - Train: 55.99% [700450/1251000] [559.9/1000.0] [batch_t 0.472 (0.421)] [data_t 0.015] [optim_t 0.457] [lr 0.001237] [CE 3.707 (4.065)] [KD 2.659 (2.697)] +2024-10-18 16:21:53,011 - Train: 56.00% [700500/1251000] [560.0/1000.0] [batch_t 0.452 (0.435)] [data_t 0.015] [optim_t 0.437] [lr 0.001237] [CE 4.021 (4.095)] [KD 2.719 (2.729)] +2024-10-18 16:22:15,134 - Train: 56.00% [700550/1251000] [560.0/1000.0] [batch_t 0.362 (0.442)] [data_t 0.015] [optim_t 0.347] [lr 0.001237] [CE 4.624 (4.113)] [KD 3.110 (2.760)] +2024-10-18 16:22:40,832 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 39089] [top5_cnt 47120] [top_all 50000] +2024-10-18 16:22:40,833 - net: 78.178 (94.240) +2024-10-18 16:23:02,036 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40695] [top5_cnt 47889] [top_all 50000] +2024-10-18 16:23:02,036 - net_E: 81.390 (95.778) +2024-10-18 16:23:02,177 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.424 (epoch: 545)] +2024-10-18 16:23:02,178 - ==> Total time: 3 days, 16:41:10 Eta: 2 days, 21:40:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 16:23:25,439 - Train: 56.00% [700600/1251000] [560.0/1000.0] [batch_t 0.361 (0.463)] [data_t 0.015] [optim_t 0.346] [lr 0.001237] [CE 4.578 (4.113)] [KD 3.006 (2.756)] +2024-10-18 16:23:48,087 - Train: 56.01% [700650/1251000] [560.1/1000.0] [batch_t 0.364 (0.453)] [data_t 0.015] [optim_t 0.349] [lr 0.001236] [CE 4.206 (4.080)] [KD 2.691 (2.720)] +2024-10-18 16:24:10,458 - Train: 56.01% [700700/1251000] [560.1/1000.0] [batch_t 0.436 (0.447)] [data_t 0.091] [optim_t 0.345] [lr 0.001236] [CE 4.023 (4.046)] [KD 2.628 (2.681)] +2024-10-18 16:24:32,851 - Train: 56.02% [700750/1251000] [560.2/1000.0] [batch_t 0.534 (0.448)] [data_t 0.052] [optim_t 0.481] [lr 0.001236] [CE 3.576 (4.040)] [KD 2.505 (2.663)] +2024-10-18 16:24:55,583 - Train: 56.02% [700800/1251000] [560.2/1000.0] [batch_t 0.360 (0.455)] [data_t 0.016] [optim_t 0.344] [lr 0.001236] [CE 4.347 (4.016)] [KD 2.787 (2.678)] +2024-10-18 16:25:18,188 - Train: 56.02% [700850/1251000] [560.2/1000.0] [batch_t 0.426 (0.452)] [data_t 0.015] [optim_t 0.410] [lr 0.001236] [CE 4.105 (4.128)] [KD 3.019 (2.780)] +2024-10-18 16:25:40,587 - Train: 56.03% [700900/1251000] [560.3/1000.0] [batch_t 0.389 (0.448)] [data_t 0.015] [optim_t 0.373] [lr 0.001235] [CE 3.946 (4.119)] [KD 2.529 (2.771)] +2024-10-18 16:26:02,965 - Train: 56.03% [700950/1251000] [560.3/1000.0] [batch_t 0.418 (0.447)] [data_t 0.015] [optim_t 0.402] [lr 0.001235] [CE 4.122 (4.064)] [KD 2.813 (2.733)] +2024-10-18 16:26:24,770 - Train: 56.04% [701000/1251000] [560.4/1000.0] [batch_t 0.525 (0.436)] [data_t 0.015] [optim_t 0.509] [lr 0.001235] [CE 3.860 (4.164)] [KD 2.725 (2.772)] +2024-10-18 16:26:46,949 - Train: 56.04% [701050/1251000] [560.4/1000.0] [batch_t 0.427 (0.443)] [data_t 0.015] [optim_t 0.412] [lr 0.001235] [CE 4.013 (4.150)] [KD 2.615 (2.766)] +2024-10-18 16:27:08,814 - Train: 56.04% [701100/1251000] [560.4/1000.0] [batch_t 0.405 (0.437)] [data_t 0.015] [optim_t 0.389] [lr 0.001235] [CE 3.988 (4.133)] [KD 2.703 (2.733)] +2024-10-18 16:27:29,915 - Train: 56.05% [701150/1251000] [560.5/1000.0] [batch_t 0.359 (0.422)] [data_t 0.015] [optim_t 0.344] [lr 0.001235] [CE 4.211 (4.046)] [KD 2.828 (2.708)] +2024-10-18 16:27:51,679 - Train: 56.05% [701200/1251000] [560.5/1000.0] [batch_t 0.364 (0.435)] [data_t 0.015] [optim_t 0.349] [lr 0.001234] [CE 4.078 (4.027)] [KD 2.756 (2.681)] +2024-10-18 16:28:14,237 - Train: 56.06% [701250/1251000] [560.6/1000.0] [batch_t 0.506 (0.451)] [data_t 0.165] [optim_t 0.341] [lr 0.001234] [CE 4.722 (4.113)] [KD 3.091 (2.757)] +2024-10-18 16:28:36,854 - Train: 56.06% [701300/1251000] [560.6/1000.0] [batch_t 0.434 (0.452)] [data_t 0.093] [optim_t 0.341] [lr 0.001234] [CE 4.154 (4.117)] [KD 2.806 (2.742)] +2024-10-18 16:28:59,505 - Train: 56.06% [701350/1251000] [560.6/1000.0] [batch_t 0.359 (0.453)] [data_t 0.015] [optim_t 0.344] [lr 0.001234] [CE 4.115 (4.108)] [KD 2.698 (2.736)] +2024-10-18 16:29:21,625 - Train: 56.07% [701400/1251000] [560.7/1000.0] [batch_t 0.427 (0.442)] [data_t 0.086] [optim_t 0.341] [lr 0.001234] [CE 3.993 (4.043)] [KD 2.683 (2.682)] +2024-10-18 16:29:44,065 - Train: 56.07% [701450/1251000] [560.7/1000.0] [batch_t 0.437 (0.449)] [data_t 0.095] [optim_t 0.342] [lr 0.001233] [CE 3.997 (4.064)] [KD 2.571 (2.721)] +2024-10-18 16:30:06,355 - Train: 56.08% [701500/1251000] [560.8/1000.0] [batch_t 0.370 (0.446)] [data_t 0.025] [optim_t 0.346] [lr 0.001233] [CE 4.078 (4.100)] [KD 2.792 (2.710)] +2024-10-18 16:30:27,380 - Train: 56.08% [701550/1251000] [560.8/1000.0] [batch_t 0.389 (0.420)] [data_t 0.044] [optim_t 0.345] [lr 0.001233] [CE 4.337 (4.087)] [KD 2.637 (2.754)] +2024-10-18 16:30:48,744 - Train: 56.08% [701600/1251000] [560.8/1000.0] [batch_t 0.436 (0.427)] [data_t 0.090] [optim_t 0.347] [lr 0.001233] [CE 4.454 (4.159)] [KD 3.012 (2.791)] +2024-10-18 16:31:10,231 - Train: 56.09% [701650/1251000] [560.9/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.346] [lr 0.001233] [CE 3.854 (4.053)] [KD 2.584 (2.733)] +2024-10-18 16:31:32,488 - Train: 56.09% [701700/1251000] [560.9/1000.0] [batch_t 0.443 (0.445)] [data_t 0.015] [optim_t 0.428] [lr 0.001233] [CE 4.008 (4.034)] [KD 2.743 (2.678)] +2024-10-18 16:31:54,919 - Train: 56.10% [701750/1251000] [561.0/1000.0] [batch_t 0.499 (0.449)] [data_t 0.015] [optim_t 0.484] [lr 0.001232] [CE 4.318 (4.051)] [KD 2.922 (2.718)] +2024-10-18 16:32:16,717 - Train: 56.10% [701800/1251000] [561.0/1000.0] [batch_t 0.363 (0.436)] [data_t 0.015] [optim_t 0.348] [lr 0.001232] [CE 4.297 (4.034)] [KD 2.840 (2.667)] +2024-10-18 16:32:42,430 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 39067] [top5_cnt 47187] [top_all 50000] +2024-10-18 16:32:42,431 - net: 78.134 (94.374) +2024-10-18 16:33:04,452 - Test (net_E): 100.00% [50/50] [batch_t 0.132 (0.434)] [top1_cnt 40714] [top5_cnt 47892] [top_all 50000] +2024-10-18 16:33:04,453 - net_E: 81.428 (95.784) +2024-10-18 16:33:04,622 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.428 (epoch: 561)] +2024-10-18 16:33:04,623 - ==> Total time: 3 days, 16:51:13 Eta: 2 days, 21:31:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 16:33:27,494 - Train: 56.10% [701850/1251000] [561.0/1000.0] [batch_t 0.446 (0.447)] [data_t 0.015] [optim_t 0.431] [lr 0.001232] [CE 4.168 (4.055)] [KD 2.706 (2.706)] +2024-10-18 16:33:49,281 - Train: 56.11% [701900/1251000] [561.1/1000.0] [batch_t 0.457 (0.436)] [data_t 0.015] [optim_t 0.442] [lr 0.001232] [CE 4.199 (4.116)] [KD 2.696 (2.733)] +2024-10-18 16:34:11,425 - Train: 56.11% [701950/1251000] [561.1/1000.0] [batch_t 0.419 (0.443)] [data_t 0.015] [optim_t 0.404] [lr 0.001232] [CE 4.385 (4.035)] [KD 2.821 (2.698)] +2024-10-18 16:34:33,776 - Train: 56.12% [702000/1251000] [561.2/1000.0] [batch_t 0.460 (0.447)] [data_t 0.015] [optim_t 0.444] [lr 0.001231] [CE 3.896 (4.048)] [KD 2.541 (2.660)] +2024-10-18 16:34:55,992 - Train: 56.12% [702050/1251000] [561.2/1000.0] [batch_t 0.451 (0.444)] [data_t 0.015] [optim_t 0.435] [lr 0.001231] [CE 4.205 (4.047)] [KD 2.678 (2.661)] +2024-10-18 16:35:18,375 - Train: 56.12% [702100/1251000] [561.2/1000.0] [batch_t 0.476 (0.448)] [data_t 0.015] [optim_t 0.461] [lr 0.001231] [CE 4.108 (4.088)] [KD 2.630 (2.706)] +2024-10-18 16:35:40,914 - Train: 56.13% [702150/1251000] [561.3/1000.0] [batch_t 0.444 (0.451)] [data_t 0.015] [optim_t 0.429] [lr 0.001231] [CE 4.275 (4.072)] [KD 2.776 (2.731)] +2024-10-18 16:36:03,173 - Train: 56.13% [702200/1251000] [561.3/1000.0] [batch_t 0.475 (0.445)] [data_t 0.015] [optim_t 0.460] [lr 0.001231] [CE 3.398 (4.097)] [KD 2.361 (2.686)] +2024-10-18 16:36:24,723 - Train: 56.14% [702250/1251000] [561.4/1000.0] [batch_t 0.468 (0.431)] [data_t 0.016] [optim_t 0.452] [lr 0.001231] [CE 3.679 (3.999)] [KD 2.628 (2.674)] +2024-10-18 16:36:46,016 - Train: 56.14% [702300/1251000] [561.4/1000.0] [batch_t 0.389 (0.426)] [data_t 0.015] [optim_t 0.373] [lr 0.001230] [CE 3.793 (4.108)] [KD 2.593 (2.757)] +2024-10-18 16:37:07,164 - Train: 56.14% [702350/1251000] [561.4/1000.0] [batch_t 0.362 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.001230] [CE 3.806 (4.094)] [KD 2.455 (2.727)] +2024-10-18 16:37:29,010 - Train: 56.15% [702400/1251000] [561.5/1000.0] [batch_t 0.370 (0.437)] [data_t 0.015] [optim_t 0.354] [lr 0.001230] [CE 3.801 (4.109)] [KD 2.610 (2.752)] +2024-10-18 16:37:50,480 - Train: 56.15% [702450/1251000] [561.5/1000.0] [batch_t 0.390 (0.429)] [data_t 0.016] [optim_t 0.375] [lr 0.001230] [CE 3.586 (4.063)] [KD 2.543 (2.693)] +2024-10-18 16:38:12,157 - Train: 56.16% [702500/1251000] [561.6/1000.0] [batch_t 0.465 (0.433)] [data_t 0.015] [optim_t 0.450] [lr 0.001230] [CE 4.461 (4.111)] [KD 2.860 (2.757)] +2024-10-18 16:38:33,868 - Train: 56.16% [702550/1251000] [561.6/1000.0] [batch_t 0.366 (0.434)] [data_t 0.015] [optim_t 0.350] [lr 0.001229] [CE 4.231 (4.113)] [KD 2.867 (2.722)] +2024-10-18 16:38:55,309 - Train: 56.16% [702600/1251000] [561.6/1000.0] [batch_t 0.434 (0.429)] [data_t 0.015] [optim_t 0.419] [lr 0.001229] [CE 4.229 (4.103)] [KD 2.819 (2.741)] +2024-10-18 16:39:17,317 - Train: 56.17% [702650/1251000] [561.7/1000.0] [batch_t 0.433 (0.440)] [data_t 0.015] [optim_t 0.417] [lr 0.001229] [CE 4.212 (4.107)] [KD 2.743 (2.713)] +2024-10-18 16:39:39,361 - Train: 56.17% [702700/1251000] [561.7/1000.0] [batch_t 0.384 (0.441)] [data_t 0.015] [optim_t 0.368] [lr 0.001229] [CE 3.804 (4.057)] [KD 2.523 (2.701)] +2024-10-18 16:40:01,167 - Train: 56.18% [702750/1251000] [561.8/1000.0] [batch_t 0.465 (0.436)] [data_t 0.016] [optim_t 0.450] [lr 0.001229] [CE 3.878 (4.115)] [KD 2.597 (2.736)] +2024-10-18 16:40:22,702 - Train: 56.18% [702800/1251000] [561.8/1000.0] [batch_t 0.413 (0.431)] [data_t 0.015] [optim_t 0.398] [lr 0.001229] [CE 4.105 (4.118)] [KD 2.807 (2.751)] +2024-10-18 16:40:44,366 - Train: 56.18% [702850/1251000] [561.8/1000.0] [batch_t 0.486 (0.433)] [data_t 0.015] [optim_t 0.471] [lr 0.001228] [CE 3.923 (4.077)] [KD 2.826 (2.735)] +2024-10-18 16:41:06,076 - Train: 56.19% [702900/1251000] [561.9/1000.0] [batch_t 0.472 (0.434)] [data_t 0.015] [optim_t 0.457] [lr 0.001228] [CE 3.919 (4.066)] [KD 2.666 (2.709)] +2024-10-18 16:41:27,482 - Train: 56.19% [702950/1251000] [561.9/1000.0] [batch_t 0.417 (0.428)] [data_t 0.016] [optim_t 0.401] [lr 0.001228] [CE 3.912 (4.070)] [KD 2.667 (2.726)] +2024-10-18 16:41:48,986 - Train: 56.20% [703000/1251000] [562.0/1000.0] [batch_t 0.390 (0.430)] [data_t 0.015] [optim_t 0.374] [lr 0.001228] [CE 4.023 (3.999)] [KD 2.798 (2.705)] +2024-10-18 16:42:10,533 - Train: 56.20% [703050/1251000] [562.0/1000.0] [batch_t 0.416 (0.431)] [data_t 0.015] [optim_t 0.401] [lr 0.001228] [CE 4.072 (4.143)] [KD 2.791 (2.781)] +2024-10-18 16:42:35,759 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 39277] [top5_cnt 47241] [top_all 50000] +2024-10-18 16:42:35,760 - net: 78.554 (94.482) +2024-10-18 16:42:57,544 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40701] [top5_cnt 47900] [top_all 50000] +2024-10-18 16:42:57,545 - net_E: 81.402 (95.800) +2024-10-18 16:42:57,698 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.428 (epoch: 561)] +2024-10-18 16:42:57,698 - ==> Total time: 3 days, 17:01:06 Eta: 2 days, 21:22:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 16:43:18,460 - Train: 56.20% [703100/1251000] [562.0/1000.0] [batch_t 0.487 (0.502)] [data_t 0.015] [optim_t 0.471] [lr 0.001227] [CE 3.980 (3.989)] [KD 2.731 (2.662)] +2024-10-18 16:43:40,726 - Train: 56.21% [703150/1251000] [562.1/1000.0] [batch_t 0.497 (0.445)] [data_t 0.015] [optim_t 0.481] [lr 0.001227] [CE 4.259 (4.007)] [KD 2.637 (2.686)] +2024-10-18 16:44:02,908 - Train: 56.21% [703200/1251000] [562.1/1000.0] [batch_t 0.460 (0.444)] [data_t 0.015] [optim_t 0.445] [lr 0.001227] [CE 4.264 (4.103)] [KD 2.881 (2.718)] +2024-10-18 16:44:25,508 - Train: 56.22% [703250/1251000] [562.2/1000.0] [batch_t 0.454 (0.452)] [data_t 0.015] [optim_t 0.439] [lr 0.001227] [CE 3.867 (4.137)] [KD 2.878 (2.762)] +2024-10-18 16:44:47,198 - Train: 56.22% [703300/1251000] [562.2/1000.0] [batch_t 0.404 (0.434)] [data_t 0.015] [optim_t 0.389] [lr 0.001227] [CE 3.947 (4.027)] [KD 2.665 (2.668)] +2024-10-18 16:45:09,030 - Train: 56.22% [703350/1251000] [562.2/1000.0] [batch_t 0.401 (0.437)] [data_t 0.015] [optim_t 0.385] [lr 0.001227] [CE 4.077 (4.026)] [KD 2.597 (2.711)] +2024-10-18 16:45:30,331 - Train: 56.23% [703400/1251000] [562.3/1000.0] [batch_t 0.380 (0.426)] [data_t 0.015] [optim_t 0.365] [lr 0.001226] [CE 3.719 (4.076)] [KD 2.503 (2.731)] +2024-10-18 16:45:51,598 - Train: 56.23% [703450/1251000] [562.3/1000.0] [batch_t 0.406 (0.425)] [data_t 0.015] [optim_t 0.391] [lr 0.001226] [CE 3.980 (4.026)] [KD 2.779 (2.681)] +2024-10-18 16:46:12,972 - Train: 56.24% [703500/1251000] [562.4/1000.0] [batch_t 0.410 (0.427)] [data_t 0.015] [optim_t 0.395] [lr 0.001226] [CE 4.172 (4.136)] [KD 2.649 (2.750)] +2024-10-18 16:46:34,218 - Train: 56.24% [703550/1251000] [562.4/1000.0] [batch_t 0.370 (0.425)] [data_t 0.015] [optim_t 0.355] [lr 0.001226] [CE 4.508 (4.050)] [KD 2.940 (2.730)] +2024-10-18 16:46:55,241 - Train: 56.24% [703600/1251000] [562.4/1000.0] [batch_t 0.421 (0.420)] [data_t 0.015] [optim_t 0.406] [lr 0.001226] [CE 4.326 (4.088)] [KD 2.743 (2.691)] +2024-10-18 16:47:16,818 - Train: 56.25% [703650/1251000] [562.5/1000.0] [batch_t 0.366 (0.431)] [data_t 0.015] [optim_t 0.351] [lr 0.001225] [CE 4.259 (4.055)] [KD 2.645 (2.694)] +2024-10-18 16:47:38,100 - Train: 56.25% [703700/1251000] [562.5/1000.0] [batch_t 0.410 (0.426)] [data_t 0.016] [optim_t 0.394] [lr 0.001225] [CE 4.132 (4.148)] [KD 2.716 (2.760)] +2024-10-18 16:47:59,720 - Train: 56.25% [703750/1251000] [562.5/1000.0] [batch_t 0.370 (0.432)] [data_t 0.016] [optim_t 0.355] [lr 0.001225] [CE 3.808 (4.109)] [KD 2.459 (2.743)] +2024-10-18 16:48:21,429 - Train: 56.26% [703800/1251000] [562.6/1000.0] [batch_t 0.428 (0.434)] [data_t 0.016] [optim_t 0.412] [lr 0.001225] [CE 3.947 (4.068)] [KD 2.621 (2.708)] +2024-10-18 16:48:43,145 - Train: 56.26% [703850/1251000] [562.6/1000.0] [batch_t 0.453 (0.434)] [data_t 0.016] [optim_t 0.438] [lr 0.001225] [CE 4.431 (4.071)] [KD 3.011 (2.739)] +2024-10-18 16:49:04,403 - Train: 56.27% [703900/1251000] [562.7/1000.0] [batch_t 0.389 (0.425)] [data_t 0.015] [optim_t 0.374] [lr 0.001225] [CE 4.041 (4.047)] [KD 2.598 (2.694)] +2024-10-18 16:49:25,586 - Train: 56.27% [703950/1251000] [562.7/1000.0] [batch_t 0.451 (0.424)] [data_t 0.015] [optim_t 0.435] [lr 0.001224] [CE 4.327 (4.105)] [KD 2.781 (2.749)] +2024-10-18 16:49:47,198 - Train: 56.27% [704000/1251000] [562.7/1000.0] [batch_t 0.424 (0.432)] [data_t 0.015] [optim_t 0.409] [lr 0.001224] [CE 3.823 (4.010)] [KD 2.457 (2.696)] +2024-10-18 16:50:08,686 - Train: 56.28% [704050/1251000] [562.8/1000.0] [batch_t 0.365 (0.430)] [data_t 0.016] [optim_t 0.350] [lr 0.001224] [CE 4.263 (4.121)] [KD 2.824 (2.749)] +2024-10-18 16:50:30,479 - Train: 56.28% [704100/1251000] [562.8/1000.0] [batch_t 0.375 (0.436)] [data_t 0.015] [optim_t 0.359] [lr 0.001224] [CE 3.972 (4.136)] [KD 2.619 (2.728)] +2024-10-18 16:50:52,137 - Train: 56.29% [704150/1251000] [562.9/1000.0] [batch_t 0.374 (0.433)] [data_t 0.015] [optim_t 0.358] [lr 0.001224] [CE 4.115 (4.078)] [KD 2.683 (2.746)] +2024-10-18 16:51:13,822 - Train: 56.29% [704200/1251000] [562.9/1000.0] [batch_t 0.405 (0.434)] [data_t 0.015] [optim_t 0.390] [lr 0.001223] [CE 4.570 (4.140)] [KD 2.968 (2.800)] +2024-10-18 16:51:35,481 - Train: 56.29% [704250/1251000] [562.9/1000.0] [batch_t 0.458 (0.433)] [data_t 0.015] [optim_t 0.442] [lr 0.001223] [CE 4.020 (4.178)] [KD 2.729 (2.778)] +2024-10-18 16:51:56,859 - Train: 56.30% [704300/1251000] [563.0/1000.0] [batch_t 0.373 (0.427)] [data_t 0.015] [optim_t 0.358] [lr 0.001223] [CE 4.110 (4.078)] [KD 2.710 (2.713)] +2024-10-18 16:52:23,253 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 39118] [top5_cnt 47139] [top_all 50000] +2024-10-18 16:52:23,253 - net: 78.236 (94.278) +2024-10-18 16:52:45,397 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 40733] [top5_cnt 47888] [top_all 50000] +2024-10-18 16:52:45,397 - net_E: 81.466 (95.776) +2024-10-18 16:52:45,583 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.466 (epoch: 563)] +2024-10-18 16:52:45,584 - ==> Total time: 3 days, 17:10:54 Eta: 2 days, 21:13:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 16:53:06,877 - Train: 56.30% [704350/1251000] [563.0/1000.0] [batch_t 0.604 (0.446)] [data_t 0.196] [optim_t 0.408] [lr 0.001223] [CE 4.322 (4.083)] [KD 2.829 (2.664)] +2024-10-18 16:53:29,008 - Train: 56.31% [704400/1251000] [563.1/1000.0] [batch_t 0.430 (0.443)] [data_t 0.085] [optim_t 0.345] [lr 0.001223] [CE 4.378 (4.148)] [KD 2.957 (2.746)] +2024-10-18 16:53:50,975 - Train: 56.31% [704450/1251000] [563.1/1000.0] [batch_t 0.408 (0.439)] [data_t 0.062] [optim_t 0.346] [lr 0.001223] [CE 4.411 (4.035)] [KD 3.036 (2.680)] +2024-10-18 16:54:12,917 - Train: 56.31% [704500/1251000] [563.1/1000.0] [batch_t 0.358 (0.439)] [data_t 0.015] [optim_t 0.343] [lr 0.001222] [CE 4.097 (4.092)] [KD 2.607 (2.714)] +2024-10-18 16:54:34,797 - Train: 56.32% [704550/1251000] [563.2/1000.0] [batch_t 0.447 (0.437)] [data_t 0.103] [optim_t 0.344] [lr 0.001222] [CE 4.491 (4.077)] [KD 2.827 (2.658)] +2024-10-18 16:54:56,652 - Train: 56.32% [704600/1251000] [563.2/1000.0] [batch_t 0.444 (0.437)] [data_t 0.097] [optim_t 0.347] [lr 0.001222] [CE 4.104 (4.078)] [KD 2.689 (2.701)] +2024-10-18 16:55:18,774 - Train: 56.33% [704650/1251000] [563.3/1000.0] [batch_t 0.516 (0.442)] [data_t 0.174] [optim_t 0.343] [lr 0.001222] [CE 4.041 (4.086)] [KD 2.610 (2.673)] +2024-10-18 16:55:40,338 - Train: 56.33% [704700/1251000] [563.3/1000.0] [batch_t 0.435 (0.431)] [data_t 0.095] [optim_t 0.340] [lr 0.001222] [CE 4.109 (4.074)] [KD 2.499 (2.694)] +2024-10-18 16:56:01,863 - Train: 56.33% [704750/1251000] [563.3/1000.0] [batch_t 0.379 (0.430)] [data_t 0.038] [optim_t 0.341] [lr 0.001221] [CE 4.126 (4.074)] [KD 2.734 (2.706)] +2024-10-18 16:56:23,023 - Train: 56.34% [704800/1251000] [563.4/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.348] [lr 0.001221] [CE 4.272 (4.094)] [KD 2.808 (2.765)] +2024-10-18 16:56:44,937 - Train: 56.34% [704850/1251000] [563.4/1000.0] [batch_t 0.453 (0.438)] [data_t 0.015] [optim_t 0.437] [lr 0.001221] [CE 4.026 (3.957)] [KD 2.667 (2.648)] +2024-10-18 16:57:06,242 - Train: 56.35% [704900/1251000] [563.5/1000.0] [batch_t 0.405 (0.426)] [data_t 0.015] [optim_t 0.389] [lr 0.001221] [CE 3.818 (4.107)] [KD 2.495 (2.715)] +2024-10-18 16:57:27,393 - Train: 56.35% [704950/1251000] [563.5/1000.0] [batch_t 0.478 (0.423)] [data_t 0.015] [optim_t 0.463] [lr 0.001221] [CE 4.363 (4.053)] [KD 2.942 (2.693)] +2024-10-18 16:57:48,790 - Train: 56.35% [705000/1251000] [563.5/1000.0] [batch_t 0.422 (0.428)] [data_t 0.015] [optim_t 0.407] [lr 0.001220] [CE 4.286 (4.075)] [KD 2.750 (2.694)] +2024-10-18 16:58:09,853 - Train: 56.36% [705050/1251000] [563.6/1000.0] [batch_t 0.425 (0.421)] [data_t 0.016] [optim_t 0.410] [lr 0.001220] [CE 4.214 (4.145)] [KD 2.565 (2.784)] +2024-10-18 16:58:31,035 - Train: 56.36% [705100/1251000] [563.6/1000.0] [batch_t 0.419 (0.424)] [data_t 0.016] [optim_t 0.403] [lr 0.001220] [CE 3.989 (4.113)] [KD 2.647 (2.733)] +2024-10-18 16:58:52,011 - Train: 56.37% [705150/1251000] [563.7/1000.0] [batch_t 0.417 (0.419)] [data_t 0.016] [optim_t 0.401] [lr 0.001220] [CE 4.050 (4.080)] [KD 2.553 (2.724)] +2024-10-18 16:59:12,999 - Train: 56.37% [705200/1251000] [563.7/1000.0] [batch_t 0.448 (0.420)] [data_t 0.016] [optim_t 0.432] [lr 0.001220] [CE 3.680 (4.069)] [KD 2.487 (2.694)] +2024-10-18 16:59:33,927 - Train: 56.37% [705250/1251000] [563.7/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.346] [lr 0.001220] [CE 3.597 (4.069)] [KD 2.411 (2.685)] +2024-10-18 16:59:55,385 - Train: 56.38% [705300/1251000] [563.8/1000.0] [batch_t 0.519 (0.429)] [data_t 0.015] [optim_t 0.503] [lr 0.001219] [CE 4.122 (4.102)] [KD 2.802 (2.723)] +2024-10-18 17:00:16,638 - Train: 56.38% [705350/1251000] [563.8/1000.0] [batch_t 0.398 (0.425)] [data_t 0.015] [optim_t 0.382] [lr 0.001219] [CE 4.327 (4.108)] [KD 2.799 (2.745)] +2024-10-18 17:00:38,343 - Train: 56.39% [705400/1251000] [563.9/1000.0] [batch_t 0.363 (0.434)] [data_t 0.015] [optim_t 0.348] [lr 0.001219] [CE 3.730 (4.109)] [KD 2.495 (2.727)] +2024-10-18 17:00:59,435 - Train: 56.39% [705450/1251000] [563.9/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.001219] [CE 4.551 (4.078)] [KD 2.803 (2.726)] +2024-10-18 17:01:20,747 - Train: 56.39% [705500/1251000] [563.9/1000.0] [batch_t 0.467 (0.426)] [data_t 0.015] [optim_t 0.452] [lr 0.001219] [CE 4.046 (4.074)] [KD 2.620 (2.727)] +2024-10-18 17:01:42,054 - Train: 56.40% [705550/1251000] [564.0/1000.0] [batch_t 0.425 (0.426)] [data_t 0.015] [optim_t 0.410] [lr 0.001218] [CE 4.272 (4.098)] [KD 2.949 (2.761)] +2024-10-18 17:02:08,644 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 39212] [top5_cnt 47270] [top_all 50000] +2024-10-18 17:02:08,644 - net: 78.424 (94.540) +2024-10-18 17:02:30,571 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40742] [top5_cnt 47882] [top_all 50000] +2024-10-18 17:02:30,571 - net_E: 81.484 (95.764) +2024-10-18 17:02:30,739 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.484 (epoch: 564)] +2024-10-18 17:02:30,740 - ==> Total time: 3 days, 17:20:39 Eta: 2 days, 21:04:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 17:02:51,457 - Train: 56.40% [705600/1251000] [564.0/1000.0] [batch_t 0.359 (0.443)] [data_t 0.016] [optim_t 0.343] [lr 0.001218] [CE 4.098 (4.101)] [KD 2.647 (2.737)] +2024-10-18 17:03:12,207 - Train: 56.41% [705650/1251000] [564.1/1000.0] [batch_t 0.359 (0.415)] [data_t 0.015] [optim_t 0.344] [lr 0.001218] [CE 4.199 (4.149)] [KD 2.702 (2.759)] +2024-10-18 17:03:34,031 - Train: 56.41% [705700/1251000] [564.1/1000.0] [batch_t 0.467 (0.436)] [data_t 0.015] [optim_t 0.451] [lr 0.001218] [CE 4.079 (4.096)] [KD 2.613 (2.690)] +2024-10-18 17:03:55,687 - Train: 56.41% [705750/1251000] [564.1/1000.0] [batch_t 0.446 (0.433)] [data_t 0.015] [optim_t 0.430] [lr 0.001218] [CE 3.839 (4.098)] [KD 2.598 (2.684)] +2024-10-18 17:04:16,620 - Train: 56.42% [705800/1251000] [564.2/1000.0] [batch_t 0.502 (0.419)] [data_t 0.015] [optim_t 0.487] [lr 0.001218] [CE 4.269 (4.043)] [KD 2.686 (2.689)] +2024-10-18 17:04:38,055 - Train: 56.42% [705850/1251000] [564.2/1000.0] [batch_t 0.383 (0.429)] [data_t 0.015] [optim_t 0.367] [lr 0.001217] [CE 4.501 (4.117)] [KD 2.889 (2.741)] +2024-10-18 17:04:59,433 - Train: 56.43% [705900/1251000] [564.3/1000.0] [batch_t 0.430 (0.427)] [data_t 0.015] [optim_t 0.415] [lr 0.001217] [CE 4.524 (4.052)] [KD 3.085 (2.728)] +2024-10-18 17:05:20,594 - Train: 56.43% [705950/1251000] [564.3/1000.0] [batch_t 0.431 (0.423)] [data_t 0.015] [optim_t 0.416] [lr 0.001217] [CE 4.036 (4.002)] [KD 2.685 (2.674)] +2024-10-18 17:05:42,128 - Train: 56.43% [706000/1251000] [564.3/1000.0] [batch_t 0.485 (0.431)] [data_t 0.015] [optim_t 0.470] [lr 0.001217] [CE 4.322 (4.049)] [KD 2.774 (2.692)] +2024-10-18 17:06:03,022 - Train: 56.44% [706050/1251000] [564.4/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.001217] [CE 4.227 (4.127)] [KD 2.792 (2.754)] +2024-10-18 17:06:24,368 - Train: 56.44% [706100/1251000] [564.4/1000.0] [batch_t 0.366 (0.427)] [data_t 0.015] [optim_t 0.351] [lr 0.001216] [CE 3.901 (4.154)] [KD 2.678 (2.723)] +2024-10-18 17:06:45,703 - Train: 56.45% [706150/1251000] [564.5/1000.0] [batch_t 0.464 (0.427)] [data_t 0.015] [optim_t 0.449] [lr 0.001216] [CE 4.250 (4.068)] [KD 2.814 (2.733)] +2024-10-18 17:07:07,107 - Train: 56.45% [706200/1251000] [564.5/1000.0] [batch_t 0.364 (0.428)] [data_t 0.015] [optim_t 0.349] [lr 0.001216] [CE 4.697 (4.089)] [KD 3.101 (2.741)] +2024-10-18 17:07:28,090 - Train: 56.45% [706250/1251000] [564.5/1000.0] [batch_t 0.373 (0.420)] [data_t 0.015] [optim_t 0.358] [lr 0.001216] [CE 3.910 (4.091)] [KD 2.641 (2.749)] +2024-10-18 17:07:49,592 - Train: 56.46% [706300/1251000] [564.6/1000.0] [batch_t 0.363 (0.430)] [data_t 0.015] [optim_t 0.348] [lr 0.001216] [CE 4.277 (4.052)] [KD 2.660 (2.694)] +2024-10-18 17:08:10,759 - Train: 56.46% [706350/1251000] [564.6/1000.0] [batch_t 0.413 (0.423)] [data_t 0.016] [optim_t 0.397] [lr 0.001216] [CE 4.232 (4.052)] [KD 2.955 (2.684)] +2024-10-18 17:08:32,362 - Train: 56.47% [706400/1251000] [564.7/1000.0] [batch_t 0.361 (0.432)] [data_t 0.016] [optim_t 0.345] [lr 0.001215] [CE 4.230 (4.019)] [KD 2.836 (2.712)] +2024-10-18 17:08:54,252 - Train: 56.47% [706450/1251000] [564.7/1000.0] [batch_t 0.489 (0.438)] [data_t 0.015] [optim_t 0.474] [lr 0.001215] [CE 3.752 (4.133)] [KD 2.649 (2.739)] +2024-10-18 17:09:15,660 - Train: 56.47% [706500/1251000] [564.7/1000.0] [batch_t 0.433 (0.428)] [data_t 0.016] [optim_t 0.418] [lr 0.001215] [CE 3.873 (4.100)] [KD 2.708 (2.729)] +2024-10-18 17:09:37,468 - Train: 56.48% [706550/1251000] [564.8/1000.0] [batch_t 0.444 (0.436)] [data_t 0.015] [optim_t 0.428] [lr 0.001215] [CE 4.159 (4.051)] [KD 2.753 (2.676)] +2024-10-18 17:09:59,740 - Train: 56.48% [706600/1251000] [564.8/1000.0] [batch_t 0.363 (0.445)] [data_t 0.015] [optim_t 0.348] [lr 0.001215] [CE 4.164 (4.098)] [KD 2.754 (2.723)] +2024-10-18 17:10:21,600 - Train: 56.49% [706650/1251000] [564.9/1000.0] [batch_t 0.385 (0.437)] [data_t 0.015] [optim_t 0.369] [lr 0.001214] [CE 4.215 (4.056)] [KD 2.897 (2.718)] +2024-10-18 17:10:42,845 - Train: 56.49% [706700/1251000] [564.9/1000.0] [batch_t 0.390 (0.425)] [data_t 0.015] [optim_t 0.374] [lr 0.001214] [CE 4.169 (4.141)] [KD 2.888 (2.766)] +2024-10-18 17:11:04,435 - Train: 56.49% [706750/1251000] [564.9/1000.0] [batch_t 0.430 (0.432)] [data_t 0.015] [optim_t 0.415] [lr 0.001214] [CE 4.059 (4.070)] [KD 2.851 (2.758)] +2024-10-18 17:11:25,835 - Train: 56.50% [706800/1251000] [565.0/1000.0] [batch_t 0.403 (0.428)] [data_t 0.026] [optim_t 0.377] [lr 0.001214] [CE 4.057 (4.130)] [KD 2.758 (2.742)] +2024-10-18 17:11:53,116 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 39236] [top5_cnt 47186] [top_all 50000] +2024-10-18 17:11:53,117 - net: 78.472 (94.372) +2024-10-18 17:12:14,582 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40731] [top5_cnt 47890] [top_all 50000] +2024-10-18 17:12:14,583 - net_E: 81.462 (95.780) +2024-10-18 17:12:14,711 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.484 (epoch: 564)] +2024-10-18 17:12:14,712 - ==> Total time: 3 days, 17:30:23 Eta: 2 days, 20:54:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 17:12:33,846 - Train: 56.50% [706850/1251000] [565.0/1000.0] [batch_t 0.360 (0.506)] [data_t 0.016] [optim_t 0.345] [lr 0.001214] [CE 4.233 (4.165)] [KD 2.617 (2.721)] +2024-10-18 17:12:54,902 - Train: 56.51% [706900/1251000] [565.1/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.001214] [CE 3.751 (4.070)] [KD 2.533 (2.660)] +2024-10-18 17:13:16,451 - Train: 56.51% [706950/1251000] [565.1/1000.0] [batch_t 0.484 (0.431)] [data_t 0.015] [optim_t 0.468] [lr 0.001213] [CE 4.794 (4.124)] [KD 3.117 (2.708)] +2024-10-18 17:13:38,078 - Train: 56.51% [707000/1251000] [565.1/1000.0] [batch_t 0.378 (0.432)] [data_t 0.015] [optim_t 0.362] [lr 0.001213] [CE 3.751 (4.006)] [KD 2.424 (2.650)] +2024-10-18 17:13:59,078 - Train: 56.52% [707050/1251000] [565.2/1000.0] [batch_t 0.381 (0.420)] [data_t 0.015] [optim_t 0.365] [lr 0.001213] [CE 4.252 (4.030)] [KD 2.761 (2.686)] +2024-10-18 17:14:20,453 - Train: 56.52% [707100/1251000] [565.2/1000.0] [batch_t 0.431 (0.427)] [data_t 0.016] [optim_t 0.416] [lr 0.001213] [CE 3.755 (4.047)] [KD 2.552 (2.702)] +2024-10-18 17:14:41,241 - Train: 56.53% [707150/1251000] [565.3/1000.0] [batch_t 0.432 (0.416)] [data_t 0.015] [optim_t 0.417] [lr 0.001213] [CE 3.929 (4.030)] [KD 2.508 (2.660)] +2024-10-18 17:15:02,114 - Train: 56.53% [707200/1251000] [565.3/1000.0] [batch_t 0.425 (0.417)] [data_t 0.015] [optim_t 0.410] [lr 0.001212] [CE 3.930 (4.069)] [KD 2.516 (2.690)] +2024-10-18 17:15:23,144 - Train: 56.53% [707250/1251000] [565.3/1000.0] [batch_t 0.405 (0.420)] [data_t 0.015] [optim_t 0.389] [lr 0.001212] [CE 3.951 (4.038)] [KD 2.490 (2.675)] +2024-10-18 17:15:44,302 - Train: 56.54% [707300/1251000] [565.4/1000.0] [batch_t 0.429 (0.423)] [data_t 0.015] [optim_t 0.414] [lr 0.001212] [CE 3.977 (4.065)] [KD 2.733 (2.698)] +2024-10-18 17:16:05,456 - Train: 56.54% [707350/1251000] [565.4/1000.0] [batch_t 0.484 (0.423)] [data_t 0.015] [optim_t 0.469] [lr 0.001212] [CE 4.498 (4.139)] [KD 2.911 (2.706)] +2024-10-18 17:16:26,832 - Train: 56.55% [707400/1251000] [565.5/1000.0] [batch_t 0.437 (0.427)] [data_t 0.015] [optim_t 0.422] [lr 0.001212] [CE 3.998 (4.048)] [KD 2.950 (2.734)] +2024-10-18 17:16:48,109 - Train: 56.55% [707450/1251000] [565.5/1000.0] [batch_t 0.388 (0.425)] [data_t 0.015] [optim_t 0.373] [lr 0.001212] [CE 4.045 (4.060)] [KD 2.585 (2.731)] +2024-10-18 17:17:09,917 - Train: 56.55% [707500/1251000] [565.5/1000.0] [batch_t 0.373 (0.436)] [data_t 0.015] [optim_t 0.357] [lr 0.001211] [CE 4.145 (4.093)] [KD 2.774 (2.698)] +2024-10-18 17:17:30,929 - Train: 56.56% [707550/1251000] [565.6/1000.0] [batch_t 0.423 (0.420)] [data_t 0.015] [optim_t 0.408] [lr 0.001211] [CE 4.557 (4.141)] [KD 2.727 (2.718)] +2024-10-18 17:17:51,552 - Train: 56.56% [707600/1251000] [565.6/1000.0] [batch_t 0.408 (0.412)] [data_t 0.015] [optim_t 0.392] [lr 0.001211] [CE 3.831 (4.090)] [KD 2.596 (2.725)] +2024-10-18 17:18:12,789 - Train: 56.57% [707650/1251000] [565.7/1000.0] [batch_t 0.435 (0.425)] [data_t 0.015] [optim_t 0.419] [lr 0.001211] [CE 4.690 (4.046)] [KD 3.198 (2.712)] +2024-10-18 17:18:34,284 - Train: 56.57% [707700/1251000] [565.7/1000.0] [batch_t 0.509 (0.430)] [data_t 0.015] [optim_t 0.493] [lr 0.001211] [CE 3.746 (4.044)] [KD 2.669 (2.689)] +2024-10-18 17:18:55,761 - Train: 56.57% [707750/1251000] [565.7/1000.0] [batch_t 0.448 (0.429)] [data_t 0.015] [optim_t 0.433] [lr 0.001210] [CE 4.307 (4.065)] [KD 2.918 (2.662)] +2024-10-18 17:19:16,888 - Train: 56.58% [707800/1251000] [565.8/1000.0] [batch_t 0.384 (0.422)] [data_t 0.015] [optim_t 0.369] [lr 0.001210] [CE 4.573 (4.089)] [KD 3.001 (2.722)] +2024-10-18 17:19:38,318 - Train: 56.58% [707850/1251000] [565.8/1000.0] [batch_t 0.468 (0.428)] [data_t 0.015] [optim_t 0.452] [lr 0.001210] [CE 4.007 (4.019)] [KD 2.668 (2.664)] +2024-10-18 17:19:59,856 - Train: 56.59% [707900/1251000] [565.9/1000.0] [batch_t 0.453 (0.431)] [data_t 0.015] [optim_t 0.437] [lr 0.001210] [CE 3.517 (4.036)] [KD 2.404 (2.702)] +2024-10-18 17:20:20,846 - Train: 56.59% [707950/1251000] [565.9/1000.0] [batch_t 0.359 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.001210] [CE 4.596 (4.074)] [KD 3.080 (2.700)] +2024-10-18 17:20:42,300 - Train: 56.59% [708000/1251000] [565.9/1000.0] [batch_t 0.429 (0.429)] [data_t 0.015] [optim_t 0.413] [lr 0.001210] [CE 3.899 (4.051)] [KD 2.607 (2.702)] +2024-10-18 17:21:03,522 - Train: 56.60% [708050/1251000] [566.0/1000.0] [batch_t 0.502 (0.424)] [data_t 0.015] [optim_t 0.486] [lr 0.001209] [CE 4.312 (4.020)] [KD 2.988 (2.692)] +2024-10-18 17:21:30,583 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 39231] [top5_cnt 47188] [top_all 50000] +2024-10-18 17:21:30,583 - net: 78.462 (94.376) +2024-10-18 17:21:52,700 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 40740] [top5_cnt 47896] [top_all 50000] +2024-10-18 17:21:52,701 - net_E: 81.480 (95.792) +2024-10-18 17:21:52,884 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.484 (epoch: 564)] +2024-10-18 17:21:52,884 - ==> Total time: 3 days, 17:40:01 Eta: 2 days, 20:45:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 17:22:11,479 - Train: 56.60% [708100/1251000] [566.0/1000.0] [batch_t 0.360 (0.508)] [data_t 0.015] [optim_t 0.344] [lr 0.001209] [CE 4.106 (4.013)] [KD 2.599 (2.657)] +2024-10-18 17:22:32,545 - Train: 56.61% [708150/1251000] [566.1/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.001209] [CE 4.406 (4.075)] [KD 2.826 (2.666)] +2024-10-18 17:22:53,419 - Train: 56.61% [708200/1251000] [566.1/1000.0] [batch_t 0.414 (0.417)] [data_t 0.016] [optim_t 0.398] [lr 0.001209] [CE 4.185 (4.090)] [KD 2.710 (2.680)] +2024-10-18 17:23:14,943 - Train: 56.61% [708250/1251000] [566.1/1000.0] [batch_t 0.462 (0.430)] [data_t 0.015] [optim_t 0.447] [lr 0.001209] [CE 4.686 (4.039)] [KD 3.062 (2.655)] +2024-10-18 17:23:35,950 - Train: 56.62% [708300/1251000] [566.2/1000.0] [batch_t 0.369 (0.420)] [data_t 0.015] [optim_t 0.353] [lr 0.001208] [CE 4.224 (3.967)] [KD 2.728 (2.641)] +2024-10-18 17:23:57,873 - Train: 56.62% [708350/1251000] [566.2/1000.0] [batch_t 0.392 (0.438)] [data_t 0.015] [optim_t 0.377] [lr 0.001208] [CE 4.617 (4.147)] [KD 3.105 (2.755)] +2024-10-18 17:24:19,717 - Train: 56.63% [708400/1251000] [566.3/1000.0] [batch_t 0.443 (0.437)] [data_t 0.015] [optim_t 0.428] [lr 0.001208] [CE 3.939 (4.054)] [KD 2.656 (2.765)] +2024-10-18 17:24:40,765 - Train: 56.63% [708450/1251000] [566.3/1000.0] [batch_t 0.487 (0.421)] [data_t 0.015] [optim_t 0.471] [lr 0.001208] [CE 3.816 (4.038)] [KD 2.485 (2.657)] +2024-10-18 17:25:02,293 - Train: 56.63% [708500/1251000] [566.3/1000.0] [batch_t 0.448 (0.430)] [data_t 0.015] [optim_t 0.433] [lr 0.001208] [CE 3.571 (4.040)] [KD 2.477 (2.691)] +2024-10-18 17:25:23,317 - Train: 56.64% [708550/1251000] [566.4/1000.0] [batch_t 0.434 (0.420)] [data_t 0.015] [optim_t 0.419] [lr 0.001208] [CE 4.052 (4.054)] [KD 2.753 (2.706)] +2024-10-18 17:25:44,350 - Train: 56.64% [708600/1251000] [566.4/1000.0] [batch_t 0.440 (0.421)] [data_t 0.079] [optim_t 0.361] [lr 0.001207] [CE 4.508 (4.142)] [KD 2.882 (2.729)] +2024-10-18 17:26:05,683 - Train: 56.65% [708650/1251000] [566.5/1000.0] [batch_t 0.424 (0.427)] [data_t 0.080] [optim_t 0.343] [lr 0.001207] [CE 3.454 (4.076)] [KD 2.355 (2.688)] +2024-10-18 17:26:26,581 - Train: 56.65% [708700/1251000] [566.5/1000.0] [batch_t 0.402 (0.418)] [data_t 0.016] [optim_t 0.387] [lr 0.001207] [CE 4.107 (3.999)] [KD 2.548 (2.657)] +2024-10-18 17:26:47,877 - Train: 56.65% [708750/1251000] [566.5/1000.0] [batch_t 0.417 (0.426)] [data_t 0.015] [optim_t 0.402] [lr 0.001207] [CE 4.013 (4.159)] [KD 2.575 (2.728)] +2024-10-18 17:27:09,110 - Train: 56.66% [708800/1251000] [566.6/1000.0] [batch_t 0.501 (0.425)] [data_t 0.015] [optim_t 0.485] [lr 0.001207] [CE 4.440 (4.125)] [KD 2.871 (2.727)] +2024-10-18 17:27:31,242 - Train: 56.66% [708850/1251000] [566.6/1000.0] [batch_t 0.362 (0.443)] [data_t 0.016] [optim_t 0.346] [lr 0.001206] [CE 3.939 (4.145)] [KD 2.623 (2.744)] +2024-10-18 17:27:53,441 - Train: 56.67% [708900/1251000] [566.7/1000.0] [batch_t 0.469 (0.444)] [data_t 0.125] [optim_t 0.344] [lr 0.001206] [CE 4.622 (4.083)] [KD 3.104 (2.725)] +2024-10-18 17:28:15,184 - Train: 56.67% [708950/1251000] [566.7/1000.0] [batch_t 0.449 (0.435)] [data_t 0.106] [optim_t 0.343] [lr 0.001206] [CE 4.457 (4.027)] [KD 3.045 (2.716)] +2024-10-18 17:28:35,999 - Train: 56.67% [709000/1251000] [566.7/1000.0] [batch_t 0.470 (0.416)] [data_t 0.127] [optim_t 0.343] [lr 0.001206] [CE 3.927 (4.056)] [KD 2.518 (2.699)] +2024-10-18 17:28:56,830 - Train: 56.68% [709050/1251000] [566.8/1000.0] [batch_t 0.359 (0.417)] [data_t 0.015] [optim_t 0.343] [lr 0.001206] [CE 3.932 (4.077)] [KD 2.716 (2.670)] +2024-10-18 17:29:18,067 - Train: 56.68% [709100/1251000] [566.8/1000.0] [batch_t 0.507 (0.425)] [data_t 0.163] [optim_t 0.344] [lr 0.001206] [CE 3.968 (4.137)] [KD 2.555 (2.747)] +2024-10-18 17:29:39,252 - Train: 56.69% [709150/1251000] [566.9/1000.0] [batch_t 0.414 (0.424)] [data_t 0.015] [optim_t 0.399] [lr 0.001205] [CE 4.110 (4.011)] [KD 2.921 (2.704)] +2024-10-18 17:30:00,823 - Train: 56.69% [709200/1251000] [566.9/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.349] [lr 0.001205] [CE 3.848 (4.051)] [KD 2.767 (2.687)] +2024-10-18 17:30:22,359 - Train: 56.69% [709250/1251000] [566.9/1000.0] [batch_t 0.364 (0.431)] [data_t 0.016] [optim_t 0.349] [lr 0.001205] [CE 4.374 (4.132)] [KD 3.070 (2.756)] +2024-10-18 17:30:43,447 - Train: 56.70% [709300/1251000] [567.0/1000.0] [batch_t 0.465 (0.422)] [data_t 0.015] [optim_t 0.449] [lr 0.001205] [CE 4.037 (4.043)] [KD 2.596 (2.741)] +2024-10-18 17:31:11,566 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 39205] [top5_cnt 47273] [top_all 50000] +2024-10-18 17:31:11,567 - net: 78.410 (94.546) +2024-10-18 17:31:32,442 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 40729] [top5_cnt 47889] [top_all 50000] +2024-10-18 17:31:32,443 - net_E: 81.458 (95.778) +2024-10-18 17:31:32,603 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.484 (epoch: 564)] +2024-10-18 17:31:32,604 - ==> Total time: 3 days, 17:49:41 Eta: 2 days, 20:35:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 17:31:50,835 - Train: 56.70% [709350/1251000] [567.0/1000.0] [batch_t 0.358 (0.509)] [data_t 0.016] [optim_t 0.342] [lr 0.001205] [CE 4.088 (4.099)] [KD 2.706 (2.716)] +2024-10-18 17:32:11,192 - Train: 56.71% [709400/1251000] [567.1/1000.0] [batch_t 0.361 (0.407)] [data_t 0.015] [optim_t 0.345] [lr 0.001204] [CE 4.279 (4.111)] [KD 2.625 (2.754)] +2024-10-18 17:32:32,431 - Train: 56.71% [709450/1251000] [567.1/1000.0] [batch_t 0.416 (0.425)] [data_t 0.015] [optim_t 0.400] [lr 0.001204] [CE 4.305 (4.089)] [KD 2.873 (2.686)] +2024-10-18 17:32:53,780 - Train: 56.71% [709500/1251000] [567.1/1000.0] [batch_t 0.459 (0.427)] [data_t 0.015] [optim_t 0.444] [lr 0.001204] [CE 4.439 (4.091)] [KD 2.923 (2.705)] +2024-10-18 17:33:15,030 - Train: 56.72% [709550/1251000] [567.2/1000.0] [batch_t 0.458 (0.425)] [data_t 0.015] [optim_t 0.442] [lr 0.001204] [CE 4.488 (4.022)] [KD 2.832 (2.701)] +2024-10-18 17:33:35,918 - Train: 56.72% [709600/1251000] [567.2/1000.0] [batch_t 0.455 (0.418)] [data_t 0.015] [optim_t 0.440] [lr 0.001204] [CE 4.277 (4.126)] [KD 2.737 (2.732)] +2024-10-18 17:33:57,063 - Train: 56.73% [709650/1251000] [567.3/1000.0] [batch_t 0.426 (0.423)] [data_t 0.015] [optim_t 0.411] [lr 0.001204] [CE 4.070 (4.126)] [KD 2.622 (2.731)] +2024-10-18 17:34:17,973 - Train: 56.73% [709700/1251000] [567.3/1000.0] [batch_t 0.391 (0.418)] [data_t 0.015] [optim_t 0.376] [lr 0.001203] [CE 4.380 (4.054)] [KD 2.635 (2.700)] +2024-10-18 17:34:38,624 - Train: 56.73% [709750/1251000] [567.3/1000.0] [batch_t 0.371 (0.413)] [data_t 0.015] [optim_t 0.356] [lr 0.001203] [CE 3.903 (4.099)] [KD 2.667 (2.707)] +2024-10-18 17:34:59,879 - Train: 56.74% [709800/1251000] [567.4/1000.0] [batch_t 0.460 (0.425)] [data_t 0.015] [optim_t 0.445] [lr 0.001203] [CE 4.473 (4.127)] [KD 2.967 (2.750)] +2024-10-18 17:35:20,863 - Train: 56.74% [709850/1251000] [567.4/1000.0] [batch_t 0.437 (0.420)] [data_t 0.015] [optim_t 0.422] [lr 0.001203] [CE 3.956 (4.130)] [KD 2.803 (2.761)] +2024-10-18 17:35:41,379 - Train: 56.75% [709900/1251000] [567.5/1000.0] [batch_t 0.484 (0.410)] [data_t 0.015] [optim_t 0.469] [lr 0.001203] [CE 4.259 (4.134)] [KD 2.773 (2.764)] +2024-10-18 17:36:02,473 - Train: 56.75% [709950/1251000] [567.5/1000.0] [batch_t 0.438 (0.422)] [data_t 0.015] [optim_t 0.422] [lr 0.001202] [CE 4.656 (4.076)] [KD 2.848 (2.740)] +2024-10-18 17:36:24,350 - Train: 56.75% [710000/1251000] [567.5/1000.0] [batch_t 0.456 (0.437)] [data_t 0.015] [optim_t 0.441] [lr 0.001202] [CE 4.168 (4.139)] [KD 2.838 (2.717)] +2024-10-18 17:36:46,188 - Train: 56.76% [710050/1251000] [567.6/1000.0] [batch_t 0.475 (0.437)] [data_t 0.015] [optim_t 0.460] [lr 0.001202] [CE 4.220 (4.062)] [KD 2.906 (2.731)] +2024-10-18 17:37:07,053 - Train: 56.76% [710100/1251000] [567.6/1000.0] [batch_t 0.362 (0.417)] [data_t 0.015] [optim_t 0.346] [lr 0.001202] [CE 4.017 (4.067)] [KD 2.667 (2.709)] +2024-10-18 17:37:27,218 - Train: 56.77% [710150/1251000] [567.7/1000.0] [batch_t 0.443 (0.403)] [data_t 0.015] [optim_t 0.427] [lr 0.001202] [CE 3.956 (4.043)] [KD 2.514 (2.664)] +2024-10-18 17:37:47,923 - Train: 56.77% [710200/1251000] [567.7/1000.0] [batch_t 0.409 (0.414)] [data_t 0.015] [optim_t 0.394] [lr 0.001202] [CE 4.558 (4.123)] [KD 2.878 (2.733)] +2024-10-18 17:38:08,744 - Train: 56.77% [710250/1251000] [567.7/1000.0] [batch_t 0.360 (0.416)] [data_t 0.015] [optim_t 0.344] [lr 0.001201] [CE 4.574 (4.120)] [KD 3.056 (2.716)] +2024-10-18 17:38:30,035 - Train: 56.78% [710300/1251000] [567.8/1000.0] [batch_t 0.434 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.001201] [CE 4.287 (4.105)] [KD 2.791 (2.752)] +2024-10-18 17:38:51,178 - Train: 56.78% [710350/1251000] [567.8/1000.0] [batch_t 0.386 (0.423)] [data_t 0.015] [optim_t 0.370] [lr 0.001201] [CE 4.026 (4.064)] [KD 2.643 (2.712)] +2024-10-18 17:39:12,370 - Train: 56.79% [710400/1251000] [567.9/1000.0] [batch_t 0.397 (0.424)] [data_t 0.015] [optim_t 0.382] [lr 0.001201] [CE 3.433 (4.111)] [KD 2.463 (2.717)] +2024-10-18 17:39:33,459 - Train: 56.79% [710450/1251000] [567.9/1000.0] [batch_t 0.399 (0.422)] [data_t 0.015] [optim_t 0.383] [lr 0.001201] [CE 3.868 (4.090)] [KD 2.441 (2.723)] +2024-10-18 17:39:54,479 - Train: 56.79% [710500/1251000] [567.9/1000.0] [batch_t 0.437 (0.420)] [data_t 0.016] [optim_t 0.421] [lr 0.001200] [CE 4.547 (4.116)] [KD 2.878 (2.756)] +2024-10-18 17:40:15,511 - Train: 56.80% [710550/1251000] [568.0/1000.0] [batch_t 0.413 (0.421)] [data_t 0.015] [optim_t 0.398] [lr 0.001200] [CE 4.212 (4.119)] [KD 2.794 (2.734)] +2024-10-18 17:40:43,464 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 39108] [top5_cnt 47168] [top_all 50000] +2024-10-18 17:40:43,465 - net: 78.216 (94.336) +2024-10-18 17:41:04,815 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 40744] [top5_cnt 47901] [top_all 50000] +2024-10-18 17:41:04,815 - net_E: 81.488 (95.802) +2024-10-18 17:41:04,962 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 17:41:04,963 - ==> Total time: 3 days, 17:59:13 Eta: 2 days, 20:26:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 17:41:25,131 - Train: 56.80% [710600/1251000] [568.0/1000.0] [batch_t 0.363 (0.484)] [data_t 0.016] [optim_t 0.348] [lr 0.001200] [CE 4.196 (4.073)] [KD 2.839 (2.709)] +2024-10-18 17:41:47,092 - Train: 56.81% [710650/1251000] [568.1/1000.0] [batch_t 0.445 (0.439)] [data_t 0.015] [optim_t 0.429] [lr 0.001200] [CE 4.532 (4.056)] [KD 2.959 (2.699)] +2024-10-18 17:42:07,819 - Train: 56.81% [710700/1251000] [568.1/1000.0] [batch_t 0.367 (0.414)] [data_t 0.015] [optim_t 0.351] [lr 0.001200] [CE 3.791 (3.946)] [KD 2.555 (2.617)] +2024-10-18 17:42:29,960 - Train: 56.81% [710750/1251000] [568.1/1000.0] [batch_t 0.472 (0.443)] [data_t 0.015] [optim_t 0.457] [lr 0.001200] [CE 4.694 (4.068)] [KD 3.130 (2.683)] +2024-10-18 17:42:51,375 - Train: 56.82% [710800/1251000] [568.2/1000.0] [batch_t 0.429 (0.428)] [data_t 0.015] [optim_t 0.413] [lr 0.001199] [CE 3.232 (4.077)] [KD 2.361 (2.708)] +2024-10-18 17:43:11,542 - Train: 56.82% [710850/1251000] [568.2/1000.0] [batch_t 0.444 (0.403)] [data_t 0.015] [optim_t 0.428] [lr 0.001199] [CE 4.622 (4.091)] [KD 2.884 (2.674)] +2024-10-18 17:43:32,671 - Train: 56.83% [710900/1251000] [568.3/1000.0] [batch_t 0.442 (0.422)] [data_t 0.015] [optim_t 0.427] [lr 0.001199] [CE 4.042 (4.073)] [KD 2.816 (2.693)] +2024-10-18 17:43:53,805 - Train: 56.83% [710950/1251000] [568.3/1000.0] [batch_t 0.472 (0.423)] [data_t 0.015] [optim_t 0.456] [lr 0.001199] [CE 4.529 (4.099)] [KD 2.820 (2.696)] +2024-10-18 17:44:14,988 - Train: 56.83% [711000/1251000] [568.3/1000.0] [batch_t 0.440 (0.424)] [data_t 0.015] [optim_t 0.425] [lr 0.001199] [CE 4.031 (4.040)] [KD 2.769 (2.676)] +2024-10-18 17:44:35,942 - Train: 56.84% [711050/1251000] [568.4/1000.0] [batch_t 0.383 (0.419)] [data_t 0.015] [optim_t 0.368] [lr 0.001198] [CE 4.083 (4.008)] [KD 2.769 (2.681)] +2024-10-18 17:44:57,316 - Train: 56.84% [711100/1251000] [568.4/1000.0] [batch_t 0.380 (0.427)] [data_t 0.015] [optim_t 0.365] [lr 0.001198] [CE 4.051 (4.090)] [KD 2.762 (2.721)] +2024-10-18 17:45:18,615 - Train: 56.85% [711150/1251000] [568.5/1000.0] [batch_t 0.529 (0.426)] [data_t 0.015] [optim_t 0.513] [lr 0.001198] [CE 4.241 (4.100)] [KD 2.772 (2.694)] +2024-10-18 17:45:39,899 - Train: 56.85% [711200/1251000] [568.5/1000.0] [batch_t 0.398 (0.426)] [data_t 0.015] [optim_t 0.382] [lr 0.001198] [CE 3.778 (4.094)] [KD 2.641 (2.711)] +2024-10-18 17:46:01,300 - Train: 56.85% [711250/1251000] [568.5/1000.0] [batch_t 0.378 (0.428)] [data_t 0.015] [optim_t 0.363] [lr 0.001198] [CE 4.395 (4.095)] [KD 3.038 (2.689)] +2024-10-18 17:46:22,620 - Train: 56.86% [711300/1251000] [568.6/1000.0] [batch_t 0.449 (0.426)] [data_t 0.015] [optim_t 0.434] [lr 0.001198] [CE 3.905 (4.115)] [KD 2.711 (2.673)] +2024-10-18 17:46:43,772 - Train: 56.86% [711350/1251000] [568.6/1000.0] [batch_t 0.362 (0.423)] [data_t 0.016] [optim_t 0.347] [lr 0.001197] [CE 3.921 (4.110)] [KD 2.450 (2.725)] +2024-10-18 17:47:05,256 - Train: 56.87% [711400/1251000] [568.7/1000.0] [batch_t 0.502 (0.430)] [data_t 0.015] [optim_t 0.487] [lr 0.001197] [CE 3.818 (4.098)] [KD 2.446 (2.725)] +2024-10-18 17:47:26,549 - Train: 56.87% [711450/1251000] [568.7/1000.0] [batch_t 0.387 (0.426)] [data_t 0.015] [optim_t 0.371] [lr 0.001197] [CE 4.560 (4.146)] [KD 2.909 (2.735)] +2024-10-18 17:47:47,906 - Train: 56.87% [711500/1251000] [568.7/1000.0] [batch_t 0.436 (0.427)] [data_t 0.015] [optim_t 0.421] [lr 0.001197] [CE 4.186 (4.092)] [KD 2.870 (2.755)] +2024-10-18 17:48:09,021 - Train: 56.88% [711550/1251000] [568.8/1000.0] [batch_t 0.361 (0.422)] [data_t 0.016] [optim_t 0.345] [lr 0.001197] [CE 3.866 (4.066)] [KD 2.573 (2.691)] +2024-10-18 17:48:29,925 - Train: 56.88% [711600/1251000] [568.8/1000.0] [batch_t 0.408 (0.418)] [data_t 0.015] [optim_t 0.392] [lr 0.001196] [CE 3.526 (4.014)] [KD 2.388 (2.692)] +2024-10-18 17:48:51,128 - Train: 56.89% [711650/1251000] [568.9/1000.0] [batch_t 0.407 (0.424)] [data_t 0.016] [optim_t 0.391] [lr 0.001196] [CE 4.559 (4.120)] [KD 2.970 (2.755)] +2024-10-18 17:49:12,445 - Train: 56.89% [711700/1251000] [568.9/1000.0] [batch_t 0.438 (0.426)] [data_t 0.015] [optim_t 0.423] [lr 0.001196] [CE 3.869 (4.029)] [KD 2.667 (2.704)] +2024-10-18 17:49:33,974 - Train: 56.89% [711750/1251000] [568.9/1000.0] [batch_t 0.413 (0.430)] [data_t 0.016] [optim_t 0.398] [lr 0.001196] [CE 4.483 (4.060)] [KD 2.782 (2.730)] +2024-10-18 17:49:55,180 - Train: 56.90% [711800/1251000] [569.0/1000.0] [batch_t 0.364 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.001196] [CE 4.534 (4.078)] [KD 2.785 (2.726)] +2024-10-18 17:50:24,273 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 39294] [top5_cnt 47267] [top_all 50000] +2024-10-18 17:50:24,273 - net: 78.588 (94.534) +2024-10-18 17:50:45,215 - Test (net_E): 100.00% [50/50] [batch_t 0.156 (0.412)] [top1_cnt 40740] [top5_cnt 47895] [top_all 50000] +2024-10-18 17:50:45,216 - net_E: 81.480 (95.790) +2024-10-18 17:50:45,345 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 17:50:45,345 - ==> Total time: 3 days, 18:08:53 Eta: 2 days, 20:17:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 17:51:02,687 - Train: 56.90% [711850/1251000] [569.0/1000.0] [batch_t 0.362 (0.513)] [data_t 0.016] [optim_t 0.347] [lr 0.001196] [CE 4.243 (4.051)] [KD 2.671 (2.679)] +2024-10-18 17:51:23,449 - Train: 56.91% [711900/1251000] [569.1/1000.0] [batch_t 0.383 (0.415)] [data_t 0.015] [optim_t 0.367] [lr 0.001195] [CE 3.821 (4.098)] [KD 2.662 (2.696)] +2024-10-18 17:51:45,583 - Train: 56.91% [711950/1251000] [569.1/1000.0] [batch_t 0.425 (0.443)] [data_t 0.083] [optim_t 0.341] [lr 0.001195] [CE 4.092 (4.134)] [KD 2.526 (2.703)] +2024-10-18 17:52:06,727 - Train: 56.91% [712000/1251000] [569.1/1000.0] [batch_t 0.475 (0.423)] [data_t 0.133] [optim_t 0.342] [lr 0.001195] [CE 4.218 (4.009)] [KD 2.931 (2.681)] +2024-10-18 17:52:27,580 - Train: 56.92% [712050/1251000] [569.2/1000.0] [batch_t 0.402 (0.417)] [data_t 0.059] [optim_t 0.343] [lr 0.001195] [CE 4.209 (4.079)] [KD 2.748 (2.687)] +2024-10-18 17:52:48,452 - Train: 56.92% [712100/1251000] [569.2/1000.0] [batch_t 0.372 (0.417)] [data_t 0.028] [optim_t 0.344] [lr 0.001195] [CE 3.900 (4.115)] [KD 2.575 (2.727)] +2024-10-18 17:53:09,666 - Train: 56.93% [712150/1251000] [569.3/1000.0] [batch_t 0.419 (0.424)] [data_t 0.074] [optim_t 0.345] [lr 0.001194] [CE 4.277 (4.075)] [KD 2.734 (2.710)] +2024-10-18 17:53:31,614 - Train: 56.93% [712200/1251000] [569.3/1000.0] [batch_t 0.403 (0.439)] [data_t 0.016] [optim_t 0.388] [lr 0.001194] [CE 3.882 (4.086)] [KD 2.524 (2.694)] +2024-10-18 17:53:52,728 - Train: 56.93% [712250/1251000] [569.3/1000.0] [batch_t 0.363 (0.422)] [data_t 0.015] [optim_t 0.347] [lr 0.001194] [CE 4.336 (4.106)] [KD 2.706 (2.684)] +2024-10-18 17:54:14,040 - Train: 56.94% [712300/1251000] [569.4/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.348] [lr 0.001194] [CE 4.000 (4.078)] [KD 2.810 (2.710)] +2024-10-18 17:54:34,653 - Train: 56.94% [712350/1251000] [569.4/1000.0] [batch_t 0.406 (0.412)] [data_t 0.063] [optim_t 0.343] [lr 0.001194] [CE 3.998 (4.085)] [KD 2.636 (2.699)] +2024-10-18 17:54:56,077 - Train: 56.95% [712400/1251000] [569.5/1000.0] [batch_t 0.427 (0.428)] [data_t 0.015] [optim_t 0.412] [lr 0.001193] [CE 4.207 (4.117)] [KD 2.553 (2.719)] +2024-10-18 17:55:18,856 - Train: 56.95% [712450/1251000] [569.5/1000.0] [batch_t 0.361 (0.455)] [data_t 0.015] [optim_t 0.346] [lr 0.001193] [CE 3.714 (4.135)] [KD 2.629 (2.737)] +2024-10-18 17:55:40,704 - Train: 56.95% [712500/1251000] [569.5/1000.0] [batch_t 0.364 (0.437)] [data_t 0.015] [optim_t 0.349] [lr 0.001193] [CE 4.088 (4.091)] [KD 2.703 (2.710)] +2024-10-18 17:56:01,506 - Train: 56.96% [712550/1251000] [569.6/1000.0] [batch_t 0.413 (0.416)] [data_t 0.015] [optim_t 0.397] [lr 0.001193] [CE 3.839 (4.103)] [KD 2.550 (2.693)] +2024-10-18 17:56:22,925 - Train: 56.96% [712600/1251000] [569.6/1000.0] [batch_t 0.419 (0.428)] [data_t 0.015] [optim_t 0.404] [lr 0.001193] [CE 3.797 (4.009)] [KD 2.681 (2.628)] +2024-10-18 17:56:44,174 - Train: 56.97% [712650/1251000] [569.7/1000.0] [batch_t 0.469 (0.425)] [data_t 0.015] [optim_t 0.454] [lr 0.001193] [CE 3.367 (4.116)] [KD 2.466 (2.721)] +2024-10-18 17:57:06,097 - Train: 56.97% [712700/1251000] [569.7/1000.0] [batch_t 0.429 (0.438)] [data_t 0.015] [optim_t 0.413] [lr 0.001192] [CE 3.983 (4.098)] [KD 2.710 (2.701)] +2024-10-18 17:57:28,093 - Train: 56.97% [712750/1251000] [569.7/1000.0] [batch_t 0.426 (0.440)] [data_t 0.015] [optim_t 0.411] [lr 0.001192] [CE 4.156 (4.086)] [KD 2.747 (2.696)] +2024-10-18 17:57:49,903 - Train: 56.98% [712800/1251000] [569.8/1000.0] [batch_t 0.460 (0.436)] [data_t 0.016] [optim_t 0.445] [lr 0.001192] [CE 4.249 (4.083)] [KD 3.057 (2.717)] +2024-10-18 17:58:11,753 - Train: 56.98% [712850/1251000] [569.8/1000.0] [batch_t 0.432 (0.437)] [data_t 0.015] [optim_t 0.416] [lr 0.001192] [CE 4.133 (4.045)] [KD 2.764 (2.679)] +2024-10-18 17:58:32,764 - Train: 56.99% [712900/1251000] [569.9/1000.0] [batch_t 0.408 (0.420)] [data_t 0.015] [optim_t 0.393] [lr 0.001192] [CE 4.175 (4.034)] [KD 2.648 (2.683)] +2024-10-18 17:58:53,881 - Train: 56.99% [712950/1251000] [569.9/1000.0] [batch_t 0.414 (0.422)] [data_t 0.016] [optim_t 0.399] [lr 0.001191] [CE 4.076 (4.173)] [KD 2.569 (2.762)] +2024-10-18 17:59:14,947 - Train: 56.99% [713000/1251000] [569.9/1000.0] [batch_t 0.363 (0.421)] [data_t 0.017] [optim_t 0.347] [lr 0.001191] [CE 3.860 (4.029)] [KD 2.633 (2.705)] +2024-10-18 17:59:36,364 - Train: 57.00% [713050/1251000] [570.0/1000.0] [batch_t 0.458 (0.428)] [data_t 0.113] [optim_t 0.345] [lr 0.001191] [CE 4.233 (4.126)] [KD 3.066 (2.720)] +2024-10-18 18:00:06,413 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 39164] [top5_cnt 47187] [top_all 50000] +2024-10-18 18:00:06,414 - net: 78.328 (94.374) +2024-10-18 18:00:27,879 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 40720] [top5_cnt 47884] [top_all 50000] +2024-10-18 18:00:27,880 - net_E: 81.440 (95.768) +2024-10-18 18:00:28,038 - Max [top1: 78.748 (epoch: 559)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 18:00:28,039 - ==> Total time: 3 days, 18:18:36 Eta: 2 days, 20:07:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 18:00:46,715 - Train: 57.00% [713100/1251000] [570.0/1000.0] [batch_t 0.363 (0.484)] [data_t 0.015] [optim_t 0.347] [lr 0.001191] [CE 3.763 (4.031)] [KD 2.561 (2.659)] +2024-10-18 18:01:07,983 - Train: 57.01% [713150/1251000] [570.1/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.344] [lr 0.001191] [CE 3.865 (4.091)] [KD 2.636 (2.673)] +2024-10-18 18:01:30,139 - Train: 57.01% [713200/1251000] [570.1/1000.0] [batch_t 0.408 (0.443)] [data_t 0.015] [optim_t 0.392] [lr 0.001191] [CE 4.263 (4.060)] [KD 2.962 (2.665)] +2024-10-18 18:01:51,177 - Train: 57.01% [713250/1251000] [570.1/1000.0] [batch_t 0.419 (0.421)] [data_t 0.016] [optim_t 0.403] [lr 0.001190] [CE 4.196 (4.027)] [KD 2.870 (2.695)] +2024-10-18 18:02:12,730 - Train: 57.02% [713300/1251000] [570.2/1000.0] [batch_t 0.810 (0.431)] [data_t 0.016] [optim_t 0.794] [lr 0.001190] [CE 3.350 (4.039)] [KD 2.511 (2.713)] +2024-10-18 18:02:33,362 - Train: 57.02% [713350/1251000] [570.2/1000.0] [batch_t 0.365 (0.413)] [data_t 0.015] [optim_t 0.349] [lr 0.001190] [CE 4.360 (4.062)] [KD 2.924 (2.683)] +2024-10-18 18:02:55,089 - Train: 57.03% [713400/1251000] [570.3/1000.0] [batch_t 0.548 (0.434)] [data_t 0.015] [optim_t 0.533] [lr 0.001190] [CE 4.383 (4.091)] [KD 2.830 (2.687)] +2024-10-18 18:03:16,969 - Train: 57.03% [713450/1251000] [570.3/1000.0] [batch_t 0.363 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.001190] [CE 4.327 (4.056)] [KD 2.756 (2.663)] +2024-10-18 18:03:38,163 - Train: 57.03% [713500/1251000] [570.3/1000.0] [batch_t 0.398 (0.424)] [data_t 0.015] [optim_t 0.383] [lr 0.001189] [CE 3.832 (4.091)] [KD 2.577 (2.686)] +2024-10-18 18:03:59,640 - Train: 57.04% [713550/1251000] [570.4/1000.0] [batch_t 0.369 (0.429)] [data_t 0.015] [optim_t 0.353] [lr 0.001189] [CE 3.977 (4.100)] [KD 2.621 (2.748)] +2024-10-18 18:04:21,028 - Train: 57.04% [713600/1251000] [570.4/1000.0] [batch_t 0.410 (0.428)] [data_t 0.016] [optim_t 0.394] [lr 0.001189] [CE 3.833 (4.051)] [KD 2.554 (2.660)] +2024-10-18 18:04:42,240 - Train: 57.05% [713650/1251000] [570.5/1000.0] [batch_t 0.433 (0.424)] [data_t 0.015] [optim_t 0.418] [lr 0.001189] [CE 4.461 (4.119)] [KD 2.851 (2.710)] +2024-10-18 18:05:03,174 - Train: 57.05% [713700/1251000] [570.5/1000.0] [batch_t 0.516 (0.419)] [data_t 0.015] [optim_t 0.501] [lr 0.001189] [CE 3.621 (4.036)] [KD 2.550 (2.661)] +2024-10-18 18:05:24,505 - Train: 57.05% [713750/1251000] [570.5/1000.0] [batch_t 0.554 (0.426)] [data_t 0.016] [optim_t 0.538] [lr 0.001189] [CE 4.013 (4.008)] [KD 2.838 (2.674)] +2024-10-18 18:05:45,421 - Train: 57.06% [713800/1251000] [570.6/1000.0] [batch_t 0.362 (0.418)] [data_t 0.016] [optim_t 0.347] [lr 0.001188] [CE 3.878 (4.043)] [KD 2.645 (2.704)] +2024-10-18 18:06:05,957 - Train: 57.06% [713850/1251000] [570.6/1000.0] [batch_t 0.429 (0.411)] [data_t 0.016] [optim_t 0.414] [lr 0.001188] [CE 4.188 (4.099)] [KD 2.771 (2.734)] +2024-10-18 18:06:27,006 - Train: 57.07% [713900/1251000] [570.7/1000.0] [batch_t 0.546 (0.421)] [data_t 0.016] [optim_t 0.530] [lr 0.001188] [CE 3.867 (4.122)] [KD 2.860 (2.739)] +2024-10-18 18:06:49,117 - Train: 57.07% [713950/1251000] [570.7/1000.0] [batch_t 0.506 (0.442)] [data_t 0.015] [optim_t 0.491] [lr 0.001188] [CE 4.685 (4.058)] [KD 2.999 (2.693)] +2024-10-18 18:07:10,489 - Train: 57.07% [714000/1251000] [570.7/1000.0] [batch_t 0.397 (0.427)] [data_t 0.015] [optim_t 0.382] [lr 0.001188] [CE 4.432 (4.063)] [KD 2.812 (2.673)] +2024-10-18 18:07:32,124 - Train: 57.08% [714050/1251000] [570.8/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.347] [lr 0.001187] [CE 3.888 (4.118)] [KD 2.791 (2.731)] +2024-10-18 18:07:54,183 - Train: 57.08% [714100/1251000] [570.8/1000.0] [batch_t 0.458 (0.441)] [data_t 0.015] [optim_t 0.442] [lr 0.001187] [CE 3.815 (4.067)] [KD 2.467 (2.674)] +2024-10-18 18:08:16,011 - Train: 57.09% [714150/1251000] [570.9/1000.0] [batch_t 0.471 (0.436)] [data_t 0.016] [optim_t 0.455] [lr 0.001187] [CE 3.756 (3.964)] [KD 2.396 (2.662)] +2024-10-18 18:08:37,866 - Train: 57.09% [714200/1251000] [570.9/1000.0] [batch_t 0.516 (0.437)] [data_t 0.016] [optim_t 0.501] [lr 0.001187] [CE 3.886 (4.136)] [KD 2.570 (2.740)] +2024-10-18 18:08:59,057 - Train: 57.09% [714250/1251000] [570.9/1000.0] [batch_t 0.425 (0.424)] [data_t 0.016] [optim_t 0.409] [lr 0.001187] [CE 4.202 (4.059)] [KD 2.711 (2.711)] +2024-10-18 18:09:20,774 - Train: 57.10% [714300/1251000] [571.0/1000.0] [batch_t 0.454 (0.434)] [data_t 0.015] [optim_t 0.439] [lr 0.001187] [CE 3.969 (4.019)] [KD 2.575 (2.650)] +2024-10-18 18:09:50,271 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 39384] [top5_cnt 47283] [top_all 50000] +2024-10-18 18:09:50,271 - net: 78.768 (94.566) +2024-10-18 18:10:11,089 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.408)] [top1_cnt 40722] [top5_cnt 47868] [top_all 50000] +2024-10-18 18:10:11,090 - net_E: 81.444 (95.736) +2024-10-18 18:10:11,244 - Max [top1: 78.768 (epoch: 571)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 18:10:11,245 - ==> Total time: 3 days, 18:28:19 Eta: 2 days, 19:58:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 18:10:30,141 - Train: 57.10% [714350/1251000] [571.0/1000.0] [batch_t 0.363 (0.503)] [data_t 0.015] [optim_t 0.348] [lr 0.001186] [CE 4.107 (4.070)] [KD 2.802 (2.710)] +2024-10-18 18:10:50,764 - Train: 57.11% [714400/1251000] [571.1/1000.0] [batch_t 0.440 (0.412)] [data_t 0.015] [optim_t 0.425] [lr 0.001186] [CE 4.235 (4.072)] [KD 2.797 (2.704)] +2024-10-18 18:11:12,293 - Train: 57.11% [714450/1251000] [571.1/1000.0] [batch_t 0.404 (0.430)] [data_t 0.015] [optim_t 0.388] [lr 0.001186] [CE 4.552 (4.123)] [KD 2.831 (2.697)] +2024-10-18 18:11:33,821 - Train: 57.11% [714500/1251000] [571.1/1000.0] [batch_t 0.426 (0.430)] [data_t 0.015] [optim_t 0.411] [lr 0.001186] [CE 4.331 (4.130)] [KD 2.645 (2.719)] +2024-10-18 18:11:55,034 - Train: 57.12% [714550/1251000] [571.2/1000.0] [batch_t 0.414 (0.424)] [data_t 0.015] [optim_t 0.398] [lr 0.001186] [CE 3.944 (4.096)] [KD 2.805 (2.690)] +2024-10-18 18:12:16,351 - Train: 57.12% [714600/1251000] [571.2/1000.0] [batch_t 0.359 (0.426)] [data_t 0.015] [optim_t 0.343] [lr 0.001185] [CE 3.894 (4.087)] [KD 2.771 (2.712)] +2024-10-18 18:12:37,995 - Train: 57.13% [714650/1251000] [571.3/1000.0] [batch_t 0.463 (0.433)] [data_t 0.015] [optim_t 0.448] [lr 0.001185] [CE 3.695 (4.041)] [KD 2.510 (2.685)] +2024-10-18 18:12:59,658 - Train: 57.13% [714700/1251000] [571.3/1000.0] [batch_t 0.443 (0.433)] [data_t 0.015] [optim_t 0.427] [lr 0.001185] [CE 4.291 (4.138)] [KD 2.691 (2.703)] +2024-10-18 18:13:20,963 - Train: 57.13% [714750/1251000] [571.3/1000.0] [batch_t 0.386 (0.426)] [data_t 0.016] [optim_t 0.370] [lr 0.001185] [CE 3.704 (4.060)] [KD 2.518 (2.669)] +2024-10-18 18:13:42,219 - Train: 57.14% [714800/1251000] [571.4/1000.0] [batch_t 0.505 (0.425)] [data_t 0.015] [optim_t 0.490] [lr 0.001185] [CE 4.095 (4.054)] [KD 2.684 (2.702)] +2024-10-18 18:14:03,432 - Train: 57.14% [714850/1251000] [571.4/1000.0] [batch_t 0.477 (0.424)] [data_t 0.015] [optim_t 0.462] [lr 0.001185] [CE 3.740 (3.983)] [KD 2.395 (2.650)] +2024-10-18 18:14:24,643 - Train: 57.15% [714900/1251000] [571.5/1000.0] [batch_t 0.441 (0.424)] [data_t 0.016] [optim_t 0.425] [lr 0.001184] [CE 4.125 (4.085)] [KD 2.643 (2.668)] +2024-10-18 18:14:46,213 - Train: 57.15% [714950/1251000] [571.5/1000.0] [batch_t 0.490 (0.431)] [data_t 0.015] [optim_t 0.474] [lr 0.001184] [CE 3.670 (4.091)] [KD 2.570 (2.682)] +2024-10-18 18:15:07,588 - Train: 57.15% [715000/1251000] [571.5/1000.0] [batch_t 0.370 (0.427)] [data_t 0.015] [optim_t 0.355] [lr 0.001184] [CE 4.470 (4.062)] [KD 2.895 (2.678)] +2024-10-18 18:15:28,503 - Train: 57.16% [715050/1251000] [571.6/1000.0] [batch_t 0.404 (0.418)] [data_t 0.016] [optim_t 0.388] [lr 0.001184] [CE 3.854 (4.074)] [KD 2.459 (2.685)] +2024-10-18 18:15:49,925 - Train: 57.16% [715100/1251000] [571.6/1000.0] [batch_t 0.466 (0.428)] [data_t 0.015] [optim_t 0.451] [lr 0.001184] [CE 3.853 (4.036)] [KD 2.497 (2.676)] +2024-10-18 18:16:11,272 - Train: 57.17% [715150/1251000] [571.7/1000.0] [batch_t 0.366 (0.427)] [data_t 0.016] [optim_t 0.350] [lr 0.001183] [CE 4.109 (4.100)] [KD 2.646 (2.658)] +2024-10-18 18:16:32,246 - Train: 57.17% [715200/1251000] [571.7/1000.0] [batch_t 0.405 (0.419)] [data_t 0.015] [optim_t 0.389] [lr 0.001183] [CE 4.717 (4.114)] [KD 3.046 (2.700)] +2024-10-18 18:16:53,452 - Train: 57.17% [715250/1251000] [571.7/1000.0] [batch_t 0.405 (0.424)] [data_t 0.015] [optim_t 0.390] [lr 0.001183] [CE 4.015 (4.044)] [KD 2.591 (2.687)] +2024-10-18 18:17:14,959 - Train: 57.18% [715300/1251000] [571.8/1000.0] [batch_t 0.423 (0.430)] [data_t 0.016] [optim_t 0.407] [lr 0.001183] [CE 4.313 (4.060)] [KD 2.832 (2.701)] +2024-10-18 18:17:36,697 - Train: 57.18% [715350/1251000] [571.8/1000.0] [batch_t 0.445 (0.435)] [data_t 0.016] [optim_t 0.430] [lr 0.001183] [CE 3.095 (4.077)] [KD 2.318 (2.670)] +2024-10-18 18:17:58,072 - Train: 57.19% [715400/1251000] [571.9/1000.0] [batch_t 0.397 (0.427)] [data_t 0.015] [optim_t 0.381] [lr 0.001183] [CE 4.170 (4.085)] [KD 2.709 (2.670)] +2024-10-18 18:18:18,944 - Train: 57.19% [715450/1251000] [571.9/1000.0] [batch_t 0.380 (0.417)] [data_t 0.015] [optim_t 0.365] [lr 0.001182] [CE 3.999 (3.949)] [KD 2.684 (2.623)] +2024-10-18 18:18:40,166 - Train: 57.19% [715500/1251000] [571.9/1000.0] [batch_t 0.358 (0.424)] [data_t 0.016] [optim_t 0.343] [lr 0.001182] [CE 3.809 (4.081)] [KD 2.503 (2.692)] +2024-10-18 18:19:01,217 - Train: 57.20% [715550/1251000] [572.0/1000.0] [batch_t 0.375 (0.421)] [data_t 0.015] [optim_t 0.359] [lr 0.001182] [CE 4.467 (4.045)] [KD 2.943 (2.684)] +2024-10-18 18:19:32,480 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.449)] [top1_cnt 39256] [top5_cnt 47269] [top_all 50000] +2024-10-18 18:19:32,480 - net: 78.512 (94.538) +2024-10-18 18:19:53,943 - Test (net_E): 100.00% [50/50] [batch_t 0.132 (0.420)] [top1_cnt 40732] [top5_cnt 47881] [top_all 50000] +2024-10-18 18:19:53,944 - net_E: 81.464 (95.762) +2024-10-18 18:19:54,135 - Max [top1: 78.768 (epoch: 571)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 18:19:54,136 - ==> Total time: 3 days, 18:38:02 Eta: 2 days, 19:49:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 18:20:11,245 - Train: 57.20% [715600/1251000] [572.0/1000.0] [batch_t 0.361 (0.546)] [data_t 0.016] [optim_t 0.345] [lr 0.001182] [CE 3.837 (4.035)] [KD 2.395 (2.616)] +2024-10-18 18:20:31,750 - Train: 57.21% [715650/1251000] [572.1/1000.0] [batch_t 0.414 (0.410)] [data_t 0.016] [optim_t 0.398] [lr 0.001182] [CE 3.982 (4.084)] [KD 2.594 (2.706)] +2024-10-18 18:20:53,807 - Train: 57.21% [715700/1251000] [572.1/1000.0] [batch_t 0.359 (0.441)] [data_t 0.015] [optim_t 0.344] [lr 0.001181] [CE 3.959 (4.042)] [KD 2.564 (2.625)] +2024-10-18 18:21:14,818 - Train: 57.21% [715750/1251000] [572.1/1000.0] [batch_t 0.444 (0.420)] [data_t 0.015] [optim_t 0.429] [lr 0.001181] [CE 3.943 (4.026)] [KD 2.435 (2.646)] +2024-10-18 18:21:36,047 - Train: 57.22% [715800/1251000] [572.2/1000.0] [batch_t 0.401 (0.424)] [data_t 0.015] [optim_t 0.386] [lr 0.001181] [CE 4.233 (4.046)] [KD 2.792 (2.663)] +2024-10-18 18:21:57,556 - Train: 57.22% [715850/1251000] [572.2/1000.0] [batch_t 0.414 (0.430)] [data_t 0.016] [optim_t 0.398] [lr 0.001181] [CE 4.216 (4.075)] [KD 2.690 (2.708)] +2024-10-18 18:22:18,639 - Train: 57.23% [715900/1251000] [572.3/1000.0] [batch_t 0.480 (0.422)] [data_t 0.016] [optim_t 0.464] [lr 0.001181] [CE 4.451 (4.086)] [KD 2.885 (2.713)] +2024-10-18 18:22:39,726 - Train: 57.23% [715950/1251000] [572.3/1000.0] [batch_t 0.453 (0.422)] [data_t 0.015] [optim_t 0.438] [lr 0.001181] [CE 4.229 (4.140)] [KD 2.754 (2.738)] +2024-10-18 18:23:00,828 - Train: 57.23% [716000/1251000] [572.3/1000.0] [batch_t 0.395 (0.422)] [data_t 0.016] [optim_t 0.379] [lr 0.001180] [CE 4.137 (4.057)] [KD 2.811 (2.669)] +2024-10-18 18:23:22,402 - Train: 57.24% [716050/1251000] [572.4/1000.0] [batch_t 0.474 (0.431)] [data_t 0.015] [optim_t 0.459] [lr 0.001180] [CE 3.966 (4.094)] [KD 2.682 (2.725)] +2024-10-18 18:23:44,288 - Train: 57.24% [716100/1251000] [572.4/1000.0] [batch_t 0.365 (0.438)] [data_t 0.015] [optim_t 0.350] [lr 0.001180] [CE 4.216 (4.083)] [KD 2.733 (2.687)] +2024-10-18 18:24:04,688 - Train: 57.25% [716150/1251000] [572.5/1000.0] [batch_t 0.385 (0.408)] [data_t 0.016] [optim_t 0.369] [lr 0.001180] [CE 3.830 (4.119)] [KD 2.532 (2.718)] +2024-10-18 18:24:25,754 - Train: 57.25% [716200/1251000] [572.5/1000.0] [batch_t 0.390 (0.421)] [data_t 0.016] [optim_t 0.374] [lr 0.001180] [CE 3.988 (4.074)] [KD 2.595 (2.689)] +2024-10-18 18:24:46,899 - Train: 57.25% [716250/1251000] [572.5/1000.0] [batch_t 0.496 (0.423)] [data_t 0.015] [optim_t 0.480] [lr 0.001179] [CE 4.001 (4.019)] [KD 2.666 (2.697)] +2024-10-18 18:25:08,641 - Train: 57.26% [716300/1251000] [572.6/1000.0] [batch_t 0.496 (0.435)] [data_t 0.015] [optim_t 0.480] [lr 0.001179] [CE 3.858 (4.094)] [KD 2.554 (2.707)] +2024-10-18 18:25:31,005 - Train: 57.26% [716350/1251000] [572.6/1000.0] [batch_t 0.425 (0.447)] [data_t 0.016] [optim_t 0.409] [lr 0.001179] [CE 3.699 (4.124)] [KD 2.559 (2.699)] +2024-10-18 18:25:52,309 - Train: 57.27% [716400/1251000] [572.7/1000.0] [batch_t 0.456 (0.426)] [data_t 0.016] [optim_t 0.440] [lr 0.001179] [CE 4.361 (4.076)] [KD 2.901 (2.729)] +2024-10-18 18:26:13,526 - Train: 57.27% [716450/1251000] [572.7/1000.0] [batch_t 0.415 (0.424)] [data_t 0.016] [optim_t 0.399] [lr 0.001179] [CE 4.359 (4.113)] [KD 2.742 (2.697)] +2024-10-18 18:26:34,594 - Train: 57.27% [716500/1251000] [572.7/1000.0] [batch_t 0.441 (0.421)] [data_t 0.016] [optim_t 0.425] [lr 0.001179] [CE 4.025 (4.054)] [KD 2.600 (2.678)] +2024-10-18 18:26:55,421 - Train: 57.28% [716550/1251000] [572.8/1000.0] [batch_t 0.365 (0.416)] [data_t 0.015] [optim_t 0.350] [lr 0.001178] [CE 3.859 (3.992)] [KD 2.533 (2.648)] +2024-10-18 18:27:16,595 - Train: 57.28% [716600/1251000] [572.8/1000.0] [batch_t 0.468 (0.423)] [data_t 0.015] [optim_t 0.453] [lr 0.001178] [CE 3.619 (4.046)] [KD 2.361 (2.640)] +2024-10-18 18:27:37,823 - Train: 57.29% [716650/1251000] [572.9/1000.0] [batch_t 0.376 (0.424)] [data_t 0.015] [optim_t 0.361] [lr 0.001178] [CE 4.049 (4.083)] [KD 2.607 (2.681)] +2024-10-18 18:27:59,007 - Train: 57.29% [716700/1251000] [572.9/1000.0] [batch_t 0.366 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.001178] [CE 4.470 (4.088)] [KD 2.749 (2.654)] +2024-10-18 18:28:20,188 - Train: 57.29% [716750/1251000] [572.9/1000.0] [batch_t 0.466 (0.423)] [data_t 0.016] [optim_t 0.450] [lr 0.001178] [CE 4.029 (4.136)] [KD 2.633 (2.750)] +2024-10-18 18:28:41,641 - Train: 57.30% [716800/1251000] [573.0/1000.0] [batch_t 0.366 (0.429)] [data_t 0.015] [optim_t 0.351] [lr 0.001178] [CE 4.414 (4.143)] [KD 2.911 (2.702)] +2024-10-18 18:29:11,704 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 39178] [top5_cnt 47240] [top_all 50000] +2024-10-18 18:29:11,705 - net: 78.356 (94.480) +2024-10-18 18:29:32,668 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 40717] [top5_cnt 47900] [top_all 50000] +2024-10-18 18:29:32,669 - net_E: 81.434 (95.800) +2024-10-18 18:29:32,819 - Max [top1: 78.768 (epoch: 571)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 18:29:32,820 - ==> Total time: 3 days, 18:47:41 Eta: 2 days, 19:39:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 18:29:49,615 - Train: 57.30% [716850/1251000] [573.0/1000.0] [batch_t 0.363 (0.567)] [data_t 0.015] [optim_t 0.348] [lr 0.001177] [CE 4.299 (4.045)] [KD 2.896 (2.667)] +2024-10-18 18:30:12,875 - Train: 57.31% [716900/1251000] [573.1/1000.0] [batch_t 0.465 (0.465)] [data_t 0.015] [optim_t 0.450] [lr 0.001177] [CE 4.159 (4.065)] [KD 2.714 (2.643)] +2024-10-18 18:30:35,369 - Train: 57.31% [716950/1251000] [573.1/1000.0] [batch_t 0.480 (0.450)] [data_t 0.016] [optim_t 0.465] [lr 0.001177] [CE 4.776 (4.087)] [KD 2.886 (2.675)] +2024-10-18 18:30:58,048 - Train: 57.31% [717000/1251000] [573.1/1000.0] [batch_t 0.446 (0.453)] [data_t 0.015] [optim_t 0.430] [lr 0.001177] [CE 4.477 (4.110)] [KD 2.848 (2.731)] +2024-10-18 18:31:20,931 - Train: 57.32% [717050/1251000] [573.2/1000.0] [batch_t 0.423 (0.458)] [data_t 0.016] [optim_t 0.408] [lr 0.001177] [CE 3.765 (3.991)] [KD 2.471 (2.653)] +2024-10-18 18:31:43,848 - Train: 57.32% [717100/1251000] [573.2/1000.0] [batch_t 0.403 (0.458)] [data_t 0.016] [optim_t 0.388] [lr 0.001176] [CE 4.033 (4.120)] [KD 2.533 (2.699)] +2024-10-18 18:32:04,812 - Train: 57.33% [717150/1251000] [573.3/1000.0] [batch_t 0.427 (0.419)] [data_t 0.015] [optim_t 0.411] [lr 0.001176] [CE 4.154 (4.060)] [KD 2.691 (2.692)] +2024-10-18 18:32:26,448 - Train: 57.33% [717200/1251000] [573.3/1000.0] [batch_t 0.535 (0.433)] [data_t 0.192] [optim_t 0.343] [lr 0.001176] [CE 4.098 (4.089)] [KD 2.736 (2.692)] +2024-10-18 18:32:48,682 - Train: 57.33% [717250/1251000] [573.3/1000.0] [batch_t 0.360 (0.445)] [data_t 0.015] [optim_t 0.345] [lr 0.001176] [CE 3.735 (4.038)] [KD 2.508 (2.663)] +2024-10-18 18:33:11,343 - Train: 57.34% [717300/1251000] [573.4/1000.0] [batch_t 0.357 (0.453)] [data_t 0.015] [optim_t 0.342] [lr 0.001176] [CE 4.315 (4.040)] [KD 2.975 (2.695)] +2024-10-18 18:33:33,675 - Train: 57.34% [717350/1251000] [573.4/1000.0] [batch_t 0.412 (0.447)] [data_t 0.064] [optim_t 0.348] [lr 0.001176] [CE 3.914 (4.083)] [KD 2.398 (2.693)] +2024-10-18 18:33:55,959 - Train: 57.35% [717400/1251000] [573.5/1000.0] [batch_t 0.400 (0.446)] [data_t 0.050] [optim_t 0.350] [lr 0.001175] [CE 3.724 (4.090)] [KD 2.533 (2.711)] +2024-10-18 18:34:18,169 - Train: 57.35% [717450/1251000] [573.5/1000.0] [batch_t 0.488 (0.444)] [data_t 0.144] [optim_t 0.343] [lr 0.001175] [CE 4.112 (4.085)] [KD 2.685 (2.663)] +2024-10-18 18:34:40,400 - Train: 57.35% [717500/1251000] [573.5/1000.0] [batch_t 0.360 (0.444)] [data_t 0.015] [optim_t 0.345] [lr 0.001175] [CE 4.356 (4.057)] [KD 2.872 (2.677)] +2024-10-18 18:35:02,481 - Train: 57.36% [717550/1251000] [573.6/1000.0] [batch_t 0.409 (0.442)] [data_t 0.063] [optim_t 0.346] [lr 0.001175] [CE 4.323 (4.008)] [KD 2.993 (2.667)] +2024-10-18 18:35:24,476 - Train: 57.36% [717600/1251000] [573.6/1000.0] [batch_t 0.448 (0.440)] [data_t 0.102] [optim_t 0.345] [lr 0.001175] [CE 4.095 (4.068)] [KD 2.671 (2.673)] +2024-10-18 18:35:46,270 - Train: 57.37% [717650/1251000] [573.7/1000.0] [batch_t 0.363 (0.436)] [data_t 0.015] [optim_t 0.348] [lr 0.001174] [CE 3.571 (4.036)] [KD 2.428 (2.686)] +2024-10-18 18:36:08,388 - Train: 57.37% [717700/1251000] [573.7/1000.0] [batch_t 0.481 (0.442)] [data_t 0.137] [optim_t 0.344] [lr 0.001174] [CE 4.089 (4.068)] [KD 2.752 (2.694)] +2024-10-18 18:36:30,611 - Train: 57.37% [717750/1251000] [573.7/1000.0] [batch_t 0.504 (0.444)] [data_t 0.159] [optim_t 0.345] [lr 0.001174] [CE 4.025 (4.055)] [KD 2.729 (2.699)] +2024-10-18 18:36:52,617 - Train: 57.38% [717800/1251000] [573.8/1000.0] [batch_t 0.445 (0.440)] [data_t 0.101] [optim_t 0.344] [lr 0.001174] [CE 3.894 (4.095)] [KD 2.481 (2.726)] +2024-10-18 18:37:14,259 - Train: 57.38% [717850/1251000] [573.8/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.001174] [CE 3.791 (4.091)] [KD 2.736 (2.723)] +2024-10-18 18:37:36,266 - Train: 57.39% [717900/1251000] [573.9/1000.0] [batch_t 0.466 (0.440)] [data_t 0.015] [optim_t 0.451] [lr 0.001174] [CE 4.018 (4.004)] [KD 2.592 (2.633)] +2024-10-18 18:37:58,837 - Train: 57.39% [717950/1251000] [573.9/1000.0] [batch_t 0.405 (0.451)] [data_t 0.015] [optim_t 0.389] [lr 0.001173] [CE 4.092 (4.037)] [KD 2.691 (2.671)] +2024-10-18 18:38:21,232 - Train: 57.39% [718000/1251000] [573.9/1000.0] [batch_t 0.498 (0.448)] [data_t 0.015] [optim_t 0.483] [lr 0.001173] [CE 4.236 (4.055)] [KD 2.816 (2.661)] +2024-10-18 18:38:43,387 - Train: 57.40% [718050/1251000] [574.0/1000.0] [batch_t 0.478 (0.443)] [data_t 0.015] [optim_t 0.463] [lr 0.001173] [CE 4.288 (3.984)] [KD 2.826 (2.665)] +2024-10-18 18:39:15,566 - Test (net): 100.00% [50/50] [batch_t 0.152 (0.440)] [top1_cnt 39214] [top5_cnt 47329] [top_all 50000] +2024-10-18 18:39:15,566 - net: 78.428 (94.658) +2024-10-18 18:39:37,199 - Test (net_E): 100.00% [50/50] [batch_t 0.151 (0.426)] [top1_cnt 40740] [top5_cnt 47903] [top_all 50000] +2024-10-18 18:39:37,199 - net_E: 81.480 (95.806) +2024-10-18 18:39:37,360 - Max [top1: 78.768 (epoch: 571)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 18:39:37,361 - ==> Total time: 3 days, 18:57:45 Eta: 2 days, 19:30:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 18:39:53,030 - Train: 57.40% [718100/1251000] [574.0/1000.0] [batch_t 0.362 (0.546)] [data_t 0.015] [optim_t 0.346] [lr 0.001173] [CE 3.703 (3.994)] [KD 2.407 (2.668)] +2024-10-18 18:40:13,255 - Train: 57.41% [718150/1251000] [574.1/1000.0] [batch_t 0.359 (0.404)] [data_t 0.015] [optim_t 0.344] [lr 0.001173] [CE 4.193 (4.114)] [KD 2.696 (2.683)] +2024-10-18 18:40:35,058 - Train: 57.41% [718200/1251000] [574.1/1000.0] [batch_t 0.410 (0.436)] [data_t 0.068] [optim_t 0.343] [lr 0.001172] [CE 4.515 (4.005)] [KD 3.078 (2.650)] +2024-10-18 18:40:56,004 - Train: 57.41% [718250/1251000] [574.1/1000.0] [batch_t 0.394 (0.419)] [data_t 0.052] [optim_t 0.342] [lr 0.001172] [CE 4.380 (4.074)] [KD 2.815 (2.680)] +2024-10-18 18:41:17,141 - Train: 57.42% [718300/1251000] [574.2/1000.0] [batch_t 0.358 (0.423)] [data_t 0.015] [optim_t 0.342] [lr 0.001172] [CE 4.016 (4.076)] [KD 2.701 (2.684)] +2024-10-18 18:41:37,938 - Train: 57.42% [718350/1251000] [574.2/1000.0] [batch_t 0.505 (0.416)] [data_t 0.162] [optim_t 0.343] [lr 0.001172] [CE 4.036 (4.041)] [KD 2.496 (2.625)] +2024-10-18 18:41:59,806 - Train: 57.43% [718400/1251000] [574.3/1000.0] [batch_t 0.470 (0.437)] [data_t 0.015] [optim_t 0.455] [lr 0.001172] [CE 3.606 (4.026)] [KD 2.458 (2.645)] +2024-10-18 18:42:21,062 - Train: 57.43% [718450/1251000] [574.3/1000.0] [batch_t 0.412 (0.425)] [data_t 0.015] [optim_t 0.397] [lr 0.001172] [CE 3.837 (4.065)] [KD 2.664 (2.669)] +2024-10-18 18:42:42,272 - Train: 57.43% [718500/1251000] [574.3/1000.0] [batch_t 0.459 (0.424)] [data_t 0.115] [optim_t 0.344] [lr 0.001171] [CE 3.957 (4.085)] [KD 2.452 (2.697)] +2024-10-18 18:43:03,851 - Train: 57.44% [718550/1251000] [574.4/1000.0] [batch_t 0.500 (0.431)] [data_t 0.156] [optim_t 0.344] [lr 0.001171] [CE 3.829 (4.077)] [KD 2.522 (2.694)] +2024-10-18 18:43:25,070 - Train: 57.44% [718600/1251000] [574.4/1000.0] [batch_t 0.395 (0.424)] [data_t 0.054] [optim_t 0.341] [lr 0.001171] [CE 3.743 (4.103)] [KD 2.559 (2.696)] +2024-10-18 18:43:46,517 - Train: 57.45% [718650/1251000] [574.5/1000.0] [batch_t 0.503 (0.429)] [data_t 0.159] [optim_t 0.344] [lr 0.001171] [CE 3.951 (4.076)] [KD 2.404 (2.732)] +2024-10-18 18:44:07,975 - Train: 57.45% [718700/1251000] [574.5/1000.0] [batch_t 0.440 (0.429)] [data_t 0.097] [optim_t 0.343] [lr 0.001171] [CE 3.926 (3.944)] [KD 2.623 (2.601)] +2024-10-18 18:44:30,083 - Train: 57.45% [718750/1251000] [574.5/1000.0] [batch_t 0.456 (0.442)] [data_t 0.114] [optim_t 0.341] [lr 0.001170] [CE 4.325 (4.066)] [KD 2.621 (2.670)] +2024-10-18 18:44:51,793 - Train: 57.46% [718800/1251000] [574.6/1000.0] [batch_t 0.439 (0.434)] [data_t 0.096] [optim_t 0.344] [lr 0.001170] [CE 4.192 (4.070)] [KD 2.733 (2.661)] +2024-10-18 18:45:12,481 - Train: 57.46% [718850/1251000] [574.6/1000.0] [batch_t 0.427 (0.414)] [data_t 0.087] [optim_t 0.341] [lr 0.001170] [CE 4.323 (4.107)] [KD 2.739 (2.707)] +2024-10-18 18:45:34,071 - Train: 57.47% [718900/1251000] [574.7/1000.0] [batch_t 0.448 (0.432)] [data_t 0.016] [optim_t 0.433] [lr 0.001170] [CE 4.027 (4.042)] [KD 2.636 (2.688)] +2024-10-18 18:45:55,701 - Train: 57.47% [718950/1251000] [574.7/1000.0] [batch_t 0.443 (0.433)] [data_t 0.015] [optim_t 0.428] [lr 0.001170] [CE 3.991 (4.119)] [KD 2.728 (2.730)] +2024-10-18 18:46:17,439 - Train: 57.47% [719000/1251000] [574.7/1000.0] [batch_t 0.393 (0.435)] [data_t 0.015] [optim_t 0.377] [lr 0.001170] [CE 4.148 (4.195)] [KD 2.771 (2.721)] +2024-10-18 18:46:38,159 - Train: 57.48% [719050/1251000] [574.8/1000.0] [batch_t 0.478 (0.414)] [data_t 0.015] [optim_t 0.463] [lr 0.001169] [CE 3.922 (4.059)] [KD 2.643 (2.660)] +2024-10-18 18:46:58,654 - Train: 57.48% [719100/1251000] [574.8/1000.0] [batch_t 0.370 (0.410)] [data_t 0.016] [optim_t 0.354] [lr 0.001169] [CE 4.266 (4.113)] [KD 2.734 (2.727)] +2024-10-18 18:47:20,629 - Train: 57.49% [719150/1251000] [574.9/1000.0] [batch_t 0.425 (0.439)] [data_t 0.015] [optim_t 0.409] [lr 0.001169] [CE 3.725 (4.061)] [KD 2.578 (2.691)] +2024-10-18 18:47:41,865 - Train: 57.49% [719200/1251000] [574.9/1000.0] [batch_t 0.460 (0.425)] [data_t 0.015] [optim_t 0.444] [lr 0.001169] [CE 4.373 (4.108)] [KD 2.982 (2.721)] +2024-10-18 18:48:02,541 - Train: 57.49% [719250/1251000] [574.9/1000.0] [batch_t 0.389 (0.413)] [data_t 0.016] [optim_t 0.373] [lr 0.001169] [CE 4.312 (4.110)] [KD 2.976 (2.727)] +2024-10-18 18:48:23,924 - Train: 57.50% [719300/1251000] [575.0/1000.0] [batch_t 0.364 (0.428)] [data_t 0.015] [optim_t 0.349] [lr 0.001168] [CE 3.808 (4.129)] [KD 2.591 (2.728)] +2024-10-18 18:48:54,803 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 39231] [top5_cnt 47280] [top_all 50000] +2024-10-18 18:48:54,804 - net: 78.462 (94.560) +2024-10-18 18:49:16,218 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40715] [top5_cnt 47890] [top_all 50000] +2024-10-18 18:49:16,218 - net_E: 81.430 (95.780) +2024-10-18 18:49:16,359 - Max [top1: 78.768 (epoch: 571)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 18:49:16,359 - ==> Total time: 3 days, 19:07:24 Eta: 2 days, 19:21:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 18:49:32,113 - Train: 57.50% [719350/1251000] [575.0/1000.0] [batch_t 0.365 (0.570)] [data_t 0.016] [optim_t 0.349] [lr 0.001168] [CE 3.710 (3.998)] [KD 2.303 (2.620)] +2024-10-18 18:49:51,892 - Train: 57.51% [719400/1251000] [575.1/1000.0] [batch_t 0.365 (0.395)] [data_t 0.015] [optim_t 0.350] [lr 0.001168] [CE 3.913 (4.087)] [KD 2.674 (2.679)] +2024-10-18 18:50:12,672 - Train: 57.51% [719450/1251000] [575.1/1000.0] [batch_t 0.443 (0.416)] [data_t 0.015] [optim_t 0.427] [lr 0.001168] [CE 3.866 (4.065)] [KD 2.613 (2.660)] +2024-10-18 18:50:33,840 - Train: 57.51% [719500/1251000] [575.1/1000.0] [batch_t 0.414 (0.423)] [data_t 0.015] [optim_t 0.399] [lr 0.001168] [CE 4.381 (4.086)] [KD 2.773 (2.682)] +2024-10-18 18:50:55,330 - Train: 57.52% [719550/1251000] [575.2/1000.0] [batch_t 0.399 (0.430)] [data_t 0.015] [optim_t 0.383] [lr 0.001168] [CE 4.155 (4.082)] [KD 2.822 (2.682)] +2024-10-18 18:51:16,296 - Train: 57.52% [719600/1251000] [575.2/1000.0] [batch_t 0.406 (0.419)] [data_t 0.016] [optim_t 0.391] [lr 0.001167] [CE 4.392 (4.038)] [KD 2.733 (2.634)] +2024-10-18 18:51:37,403 - Train: 57.53% [719650/1251000] [575.3/1000.0] [batch_t 0.423 (0.422)] [data_t 0.015] [optim_t 0.408] [lr 0.001167] [CE 4.075 (4.125)] [KD 2.639 (2.732)] +2024-10-18 18:51:59,090 - Train: 57.53% [719700/1251000] [575.3/1000.0] [batch_t 0.445 (0.434)] [data_t 0.015] [optim_t 0.429] [lr 0.001167] [CE 4.171 (4.092)] [KD 2.569 (2.697)] +2024-10-18 18:52:21,131 - Train: 57.53% [719750/1251000] [575.3/1000.0] [batch_t 0.423 (0.441)] [data_t 0.015] [optim_t 0.408] [lr 0.001167] [CE 4.095 (4.032)] [KD 2.707 (2.648)] +2024-10-18 18:52:43,933 - Train: 57.54% [719800/1251000] [575.4/1000.0] [batch_t 0.486 (0.456)] [data_t 0.015] [optim_t 0.471] [lr 0.001167] [CE 4.191 (4.105)] [KD 2.827 (2.688)] +2024-10-18 18:53:06,298 - Train: 57.54% [719850/1251000] [575.4/1000.0] [batch_t 0.481 (0.447)] [data_t 0.015] [optim_t 0.465] [lr 0.001166] [CE 4.253 (4.059)] [KD 2.709 (2.696)] +2024-10-18 18:53:28,714 - Train: 57.55% [719900/1251000] [575.5/1000.0] [batch_t 0.360 (0.448)] [data_t 0.015] [optim_t 0.344] [lr 0.001166] [CE 4.571 (4.035)] [KD 2.749 (2.612)] +2024-10-18 18:53:48,335 - Train: 57.55% [719950/1251000] [575.5/1000.0] [batch_t 0.418 (0.392)] [data_t 0.015] [optim_t 0.403] [lr 0.001166] [CE 2.999 (3.995)] [KD 2.251 (2.612)] +2024-10-18 18:54:09,236 - Train: 57.55% [720000/1251000] [575.5/1000.0] [batch_t 0.374 (0.418)] [data_t 0.015] [optim_t 0.358] [lr 0.001166] [CE 3.859 (4.061)] [KD 2.459 (2.654)] +2024-10-18 18:54:29,990 - Train: 57.56% [720050/1251000] [575.6/1000.0] [batch_t 0.464 (0.415)] [data_t 0.015] [optim_t 0.448] [lr 0.001166] [CE 4.124 (4.078)] [KD 2.668 (2.678)] +2024-10-18 18:54:51,030 - Train: 57.56% [720100/1251000] [575.6/1000.0] [batch_t 0.401 (0.421)] [data_t 0.015] [optim_t 0.386] [lr 0.001166] [CE 4.105 (4.072)] [KD 2.580 (2.706)] +2024-10-18 18:55:13,033 - Train: 57.57% [720150/1251000] [575.7/1000.0] [batch_t 0.429 (0.440)] [data_t 0.015] [optim_t 0.414] [lr 0.001165] [CE 4.023 (4.092)] [KD 2.699 (2.666)] +2024-10-18 18:55:33,893 - Train: 57.57% [720200/1251000] [575.7/1000.0] [batch_t 0.360 (0.417)] [data_t 0.016] [optim_t 0.344] [lr 0.001165] [CE 3.984 (4.092)] [KD 2.667 (2.648)] +2024-10-18 18:55:54,840 - Train: 57.57% [720250/1251000] [575.7/1000.0] [batch_t 0.410 (0.419)] [data_t 0.015] [optim_t 0.395] [lr 0.001165] [CE 4.170 (4.022)] [KD 2.826 (2.649)] +2024-10-18 18:56:16,300 - Train: 57.58% [720300/1251000] [575.8/1000.0] [batch_t 0.365 (0.429)] [data_t 0.016] [optim_t 0.350] [lr 0.001165] [CE 3.934 (4.024)] [KD 2.539 (2.622)] +2024-10-18 18:56:37,929 - Train: 57.58% [720350/1251000] [575.8/1000.0] [batch_t 0.465 (0.432)] [data_t 0.015] [optim_t 0.450] [lr 0.001165] [CE 4.197 (4.077)] [KD 2.713 (2.680)] +2024-10-18 18:56:59,830 - Train: 57.59% [720400/1251000] [575.9/1000.0] [batch_t 0.465 (0.438)] [data_t 0.015] [optim_t 0.450] [lr 0.001164] [CE 4.381 (3.999)] [KD 2.735 (2.643)] +2024-10-18 18:57:21,351 - Train: 57.59% [720450/1251000] [575.9/1000.0] [batch_t 0.436 (0.430)] [data_t 0.015] [optim_t 0.421] [lr 0.001164] [CE 4.098 (4.136)] [KD 2.742 (2.732)] +2024-10-18 18:57:43,226 - Train: 57.59% [720500/1251000] [575.9/1000.0] [batch_t 0.414 (0.437)] [data_t 0.015] [optim_t 0.399] [lr 0.001164] [CE 3.772 (4.127)] [KD 2.463 (2.679)] +2024-10-18 18:58:04,683 - Train: 57.60% [720550/1251000] [576.0/1000.0] [batch_t 0.472 (0.429)] [data_t 0.015] [optim_t 0.457] [lr 0.001164] [CE 3.838 (3.986)] [KD 2.466 (2.673)] +2024-10-18 18:58:37,260 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.444)] [top1_cnt 39321] [top5_cnt 47291] [top_all 50000] +2024-10-18 18:58:37,260 - net: 78.642 (94.582) +2024-10-18 18:58:58,897 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40708] [top5_cnt 47878] [top_all 50000] +2024-10-18 18:58:58,898 - net_E: 81.416 (95.756) +2024-10-18 18:58:59,037 - Max [top1: 78.768 (epoch: 571)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 18:58:59,038 - ==> Total time: 3 days, 19:17:07 Eta: 2 days, 19:11:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 18:59:14,514 - Train: 57.60% [720600/1251000] [576.0/1000.0] [batch_t 0.364 (0.554)] [data_t 0.015] [optim_t 0.349] [lr 0.001164] [CE 3.670 (4.076)] [KD 2.389 (2.667)] +2024-10-18 18:59:35,890 - Train: 57.61% [720650/1251000] [576.1/1000.0] [batch_t 0.488 (0.427)] [data_t 0.015] [optim_t 0.473] [lr 0.001164] [CE 3.989 (4.094)] [KD 2.625 (2.670)] +2024-10-18 18:59:57,181 - Train: 57.61% [720700/1251000] [576.1/1000.0] [batch_t 0.359 (0.426)] [data_t 0.015] [optim_t 0.344] [lr 0.001163] [CE 3.958 (4.022)] [KD 2.654 (2.638)] +2024-10-18 19:00:18,458 - Train: 57.61% [720750/1251000] [576.1/1000.0] [batch_t 0.409 (0.425)] [data_t 0.015] [optim_t 0.394] [lr 0.001163] [CE 4.386 (4.041)] [KD 2.811 (2.703)] +2024-10-18 19:00:40,077 - Train: 57.62% [720800/1251000] [576.2/1000.0] [batch_t 0.431 (0.432)] [data_t 0.015] [optim_t 0.416] [lr 0.001163] [CE 3.912 (4.022)] [KD 2.689 (2.670)] +2024-10-18 19:01:01,262 - Train: 57.62% [720850/1251000] [576.2/1000.0] [batch_t 0.369 (0.424)] [data_t 0.015] [optim_t 0.353] [lr 0.001163] [CE 4.214 (4.042)] [KD 2.920 (2.654)] +2024-10-18 19:01:22,748 - Train: 57.63% [720900/1251000] [576.3/1000.0] [batch_t 0.512 (0.430)] [data_t 0.015] [optim_t 0.497] [lr 0.001163] [CE 4.086 (4.056)] [KD 2.698 (2.700)] +2024-10-18 19:01:44,887 - Train: 57.63% [720950/1251000] [576.3/1000.0] [batch_t 0.365 (0.443)] [data_t 0.015] [optim_t 0.349] [lr 0.001162] [CE 3.784 (4.102)] [KD 2.556 (2.718)] +2024-10-18 19:02:06,328 - Train: 57.63% [721000/1251000] [576.3/1000.0] [batch_t 0.362 (0.429)] [data_t 0.015] [optim_t 0.347] [lr 0.001162] [CE 3.925 (4.045)] [KD 2.436 (2.662)] +2024-10-18 19:02:27,714 - Train: 57.64% [721050/1251000] [576.4/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.001162] [CE 3.871 (4.088)] [KD 2.436 (2.703)] +2024-10-18 19:02:49,139 - Train: 57.64% [721100/1251000] [576.4/1000.0] [batch_t 0.473 (0.428)] [data_t 0.124] [optim_t 0.350] [lr 0.001162] [CE 4.126 (4.111)] [KD 2.783 (2.678)] +2024-10-18 19:03:10,664 - Train: 57.65% [721150/1251000] [576.5/1000.0] [batch_t 0.407 (0.430)] [data_t 0.065] [optim_t 0.342] [lr 0.001162] [CE 4.075 (4.107)] [KD 2.723 (2.694)] +2024-10-18 19:03:31,990 - Train: 57.65% [721200/1251000] [576.5/1000.0] [batch_t 0.360 (0.426)] [data_t 0.016] [optim_t 0.345] [lr 0.001162] [CE 3.949 (4.105)] [KD 2.510 (2.678)] +2024-10-18 19:03:53,316 - Train: 57.65% [721250/1251000] [576.5/1000.0] [batch_t 0.510 (0.426)] [data_t 0.015] [optim_t 0.494] [lr 0.001161] [CE 3.791 (4.031)] [KD 2.534 (2.658)] +2024-10-18 19:04:14,580 - Train: 57.66% [721300/1251000] [576.6/1000.0] [batch_t 0.467 (0.425)] [data_t 0.015] [optim_t 0.452] [lr 0.001161] [CE 3.904 (4.056)] [KD 2.914 (2.663)] +2024-10-18 19:04:36,264 - Train: 57.66% [721350/1251000] [576.6/1000.0] [batch_t 0.420 (0.434)] [data_t 0.015] [optim_t 0.404] [lr 0.001161] [CE 4.412 (4.062)] [KD 2.870 (2.675)] +2024-10-18 19:04:57,705 - Train: 57.67% [721400/1251000] [576.7/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.001161] [CE 3.680 (4.040)] [KD 2.670 (2.647)] +2024-10-18 19:05:18,801 - Train: 57.67% [721450/1251000] [576.7/1000.0] [batch_t 0.368 (0.422)] [data_t 0.016] [optim_t 0.352] [lr 0.001161] [CE 4.243 (4.081)] [KD 2.927 (2.736)] +2024-10-18 19:05:40,184 - Train: 57.67% [721500/1251000] [576.7/1000.0] [batch_t 0.407 (0.428)] [data_t 0.015] [optim_t 0.391] [lr 0.001160] [CE 4.391 (3.998)] [KD 2.719 (2.635)] +2024-10-18 19:06:01,996 - Train: 57.68% [721550/1251000] [576.8/1000.0] [batch_t 0.539 (0.436)] [data_t 0.016] [optim_t 0.523] [lr 0.001160] [CE 4.135 (4.119)] [KD 2.700 (2.664)] +2024-10-18 19:06:23,706 - Train: 57.68% [721600/1251000] [576.8/1000.0] [batch_t 0.399 (0.434)] [data_t 0.015] [optim_t 0.383] [lr 0.001160] [CE 4.194 (4.051)] [KD 3.010 (2.676)] +2024-10-18 19:06:45,028 - Train: 57.69% [721650/1251000] [576.9/1000.0] [batch_t 0.453 (0.426)] [data_t 0.015] [optim_t 0.437] [lr 0.001160] [CE 4.039 (4.081)] [KD 2.754 (2.691)] +2024-10-18 19:07:06,301 - Train: 57.69% [721700/1251000] [576.9/1000.0] [batch_t 0.386 (0.425)] [data_t 0.015] [optim_t 0.370] [lr 0.001160] [CE 4.180 (4.080)] [KD 2.819 (2.680)] +2024-10-18 19:07:27,535 - Train: 57.69% [721750/1251000] [576.9/1000.0] [batch_t 0.383 (0.425)] [data_t 0.015] [optim_t 0.368] [lr 0.001160] [CE 4.276 (4.150)] [KD 2.732 (2.698)] +2024-10-18 19:07:49,220 - Train: 57.70% [721800/1251000] [577.0/1000.0] [batch_t 0.479 (0.434)] [data_t 0.016] [optim_t 0.463] [lr 0.001159] [CE 4.505 (4.080)] [KD 2.831 (2.708)] +2024-10-18 19:08:21,321 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 39298] [top5_cnt 47298] [top_all 50000] +2024-10-18 19:08:21,321 - net: 78.596 (94.596) +2024-10-18 19:08:42,320 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 40704] [top5_cnt 47891] [top_all 50000] +2024-10-18 19:08:42,320 - net_E: 81.408 (95.782) +2024-10-18 19:08:42,462 - Max [top1: 78.768 (epoch: 571)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 19:08:42,463 - ==> Total time: 3 days, 19:26:51 Eta: 2 days, 19:02:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 19:08:57,233 - Train: 57.70% [721850/1251000] [577.0/1000.0] [batch_t 0.359 (0.583)] [data_t 0.015] [optim_t 0.343] [lr 0.001159] [CE 3.887 (4.087)] [KD 2.537 (2.727)] +2024-10-18 19:09:18,985 - Train: 57.71% [721900/1251000] [577.1/1000.0] [batch_t 0.430 (0.435)] [data_t 0.015] [optim_t 0.415] [lr 0.001159] [CE 4.042 (4.058)] [KD 2.677 (2.655)] +2024-10-18 19:09:41,924 - Train: 57.71% [721950/1251000] [577.1/1000.0] [batch_t 0.443 (0.459)] [data_t 0.016] [optim_t 0.427] [lr 0.001159] [CE 4.449 (4.012)] [KD 2.697 (2.630)] +2024-10-18 19:10:04,063 - Train: 57.71% [722000/1251000] [577.1/1000.0] [batch_t 0.385 (0.443)] [data_t 0.015] [optim_t 0.370] [lr 0.001159] [CE 3.911 (4.057)] [KD 2.642 (2.692)] +2024-10-18 19:10:26,232 - Train: 57.72% [722050/1251000] [577.2/1000.0] [batch_t 0.372 (0.443)] [data_t 0.015] [optim_t 0.357] [lr 0.001158] [CE 4.161 (4.017)] [KD 2.662 (2.681)] +2024-10-18 19:10:48,217 - Train: 57.72% [722100/1251000] [577.2/1000.0] [batch_t 0.419 (0.440)] [data_t 0.015] [optim_t 0.404] [lr 0.001158] [CE 4.524 (4.057)] [KD 2.851 (2.668)] +2024-10-18 19:11:10,409 - Train: 57.73% [722150/1251000] [577.3/1000.0] [batch_t 0.448 (0.444)] [data_t 0.015] [optim_t 0.432] [lr 0.001158] [CE 3.582 (4.091)] [KD 2.404 (2.720)] +2024-10-18 19:11:32,434 - Train: 57.73% [722200/1251000] [577.3/1000.0] [batch_t 0.428 (0.440)] [data_t 0.016] [optim_t 0.412] [lr 0.001158] [CE 3.585 (4.059)] [KD 2.303 (2.664)] +2024-10-18 19:11:54,755 - Train: 57.73% [722250/1251000] [577.3/1000.0] [batch_t 0.406 (0.446)] [data_t 0.015] [optim_t 0.391] [lr 0.001158] [CE 4.239 (4.103)] [KD 2.862 (2.687)] +2024-10-18 19:12:16,808 - Train: 57.74% [722300/1251000] [577.4/1000.0] [batch_t 0.484 (0.441)] [data_t 0.015] [optim_t 0.469] [lr 0.001158] [CE 4.389 (4.102)] [KD 2.947 (2.736)] +2024-10-18 19:12:38,869 - Train: 57.74% [722350/1251000] [577.4/1000.0] [batch_t 0.446 (0.441)] [data_t 0.015] [optim_t 0.430] [lr 0.001157] [CE 3.863 (4.109)] [KD 2.377 (2.692)] +2024-10-18 19:13:01,149 - Train: 57.75% [722400/1251000] [577.5/1000.0] [batch_t 0.443 (0.446)] [data_t 0.015] [optim_t 0.427] [lr 0.001157] [CE 3.865 (4.054)] [KD 2.829 (2.676)] +2024-10-18 19:13:23,252 - Train: 57.75% [722450/1251000] [577.5/1000.0] [batch_t 0.443 (0.442)] [data_t 0.015] [optim_t 0.428] [lr 0.001157] [CE 4.093 (4.060)] [KD 2.777 (2.660)] +2024-10-18 19:13:45,385 - Train: 57.75% [722500/1251000] [577.5/1000.0] [batch_t 0.469 (0.443)] [data_t 0.015] [optim_t 0.454] [lr 0.001157] [CE 4.000 (4.088)] [KD 2.620 (2.677)] +2024-10-18 19:14:07,140 - Train: 57.76% [722550/1251000] [577.6/1000.0] [batch_t 0.422 (0.435)] [data_t 0.015] [optim_t 0.407] [lr 0.001157] [CE 4.264 (4.096)] [KD 2.792 (2.683)] +2024-10-18 19:14:29,023 - Train: 57.76% [722600/1251000] [577.6/1000.0] [batch_t 0.442 (0.438)] [data_t 0.016] [optim_t 0.426] [lr 0.001156] [CE 4.428 (4.047)] [KD 2.845 (2.665)] +2024-10-18 19:14:51,172 - Train: 57.77% [722650/1251000] [577.7/1000.0] [batch_t 0.417 (0.443)] [data_t 0.015] [optim_t 0.401] [lr 0.001156] [CE 4.207 (4.051)] [KD 2.641 (2.676)] +2024-10-18 19:15:12,897 - Train: 57.77% [722700/1251000] [577.7/1000.0] [batch_t 0.422 (0.434)] [data_t 0.015] [optim_t 0.407] [lr 0.001156] [CE 4.417 (4.099)] [KD 2.699 (2.657)] +2024-10-18 19:15:34,470 - Train: 57.77% [722750/1251000] [577.7/1000.0] [batch_t 0.397 (0.431)] [data_t 0.015] [optim_t 0.382] [lr 0.001156] [CE 4.027 (4.075)] [KD 2.657 (2.680)] +2024-10-18 19:15:56,237 - Train: 57.78% [722800/1251000] [577.8/1000.0] [batch_t 0.449 (0.435)] [data_t 0.015] [optim_t 0.433] [lr 0.001156] [CE 3.589 (4.016)] [KD 2.370 (2.652)] +2024-10-18 19:16:18,145 - Train: 57.78% [722850/1251000] [577.8/1000.0] [batch_t 0.480 (0.438)] [data_t 0.015] [optim_t 0.465] [lr 0.001156] [CE 3.660 (4.116)] [KD 2.589 (2.698)] +2024-10-18 19:16:39,376 - Train: 57.79% [722900/1251000] [577.9/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.346] [lr 0.001155] [CE 4.588 (4.159)] [KD 3.043 (2.732)] +2024-10-18 19:17:00,087 - Train: 57.79% [722950/1251000] [577.9/1000.0] [batch_t 0.401 (0.414)] [data_t 0.015] [optim_t 0.386] [lr 0.001155] [CE 3.904 (4.062)] [KD 2.417 (2.701)] +2024-10-18 19:17:21,793 - Train: 57.79% [723000/1251000] [577.9/1000.0] [batch_t 0.440 (0.434)] [data_t 0.016] [optim_t 0.424] [lr 0.001155] [CE 4.029 (4.058)] [KD 2.731 (2.684)] +2024-10-18 19:17:43,800 - Train: 57.80% [723050/1251000] [578.0/1000.0] [batch_t 0.456 (0.440)] [data_t 0.015] [optim_t 0.441] [lr 0.001155] [CE 4.036 (4.015)] [KD 2.709 (2.664)] +2024-10-18 19:18:16,731 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 39309] [top5_cnt 47323] [top_all 50000] +2024-10-18 19:18:16,732 - net: 78.618 (94.646) +2024-10-18 19:18:38,287 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 40728] [top5_cnt 47893] [top_all 50000] +2024-10-18 19:18:38,287 - net_E: 81.456 (95.786) +2024-10-18 19:18:38,461 - Max [top1: 78.768 (epoch: 571)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 19:18:38,461 - ==> Total time: 3 days, 19:36:47 Eta: 2 days, 18:53:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 19:18:52,986 - Train: 57.80% [723100/1251000] [578.0/1000.0] [batch_t 0.369 (0.589)] [data_t 0.015] [optim_t 0.354] [lr 0.001155] [CE 3.973 (4.013)] [KD 2.579 (2.678)] +2024-10-18 19:19:13,502 - Train: 57.81% [723150/1251000] [578.1/1000.0] [batch_t 0.362 (0.410)] [data_t 0.015] [optim_t 0.347] [lr 0.001154] [CE 4.038 (4.042)] [KD 2.710 (2.613)] +2024-10-18 19:19:35,234 - Train: 57.81% [723200/1251000] [578.1/1000.0] [batch_t 0.424 (0.435)] [data_t 0.015] [optim_t 0.409] [lr 0.001154] [CE 4.190 (4.070)] [KD 2.781 (2.667)] +2024-10-18 19:19:56,657 - Train: 57.81% [723250/1251000] [578.1/1000.0] [batch_t 0.378 (0.428)] [data_t 0.015] [optim_t 0.363] [lr 0.001154] [CE 4.160 (4.006)] [KD 2.629 (2.630)] +2024-10-18 19:20:18,500 - Train: 57.82% [723300/1251000] [578.2/1000.0] [batch_t 0.418 (0.437)] [data_t 0.015] [optim_t 0.403] [lr 0.001154] [CE 4.418 (4.085)] [KD 2.814 (2.674)] +2024-10-18 19:20:39,283 - Train: 57.82% [723350/1251000] [578.2/1000.0] [batch_t 0.409 (0.416)] [data_t 0.015] [optim_t 0.394] [lr 0.001154] [CE 4.051 (4.052)] [KD 2.501 (2.657)] +2024-10-18 19:21:00,127 - Train: 57.83% [723400/1251000] [578.3/1000.0] [batch_t 0.394 (0.417)] [data_t 0.015] [optim_t 0.378] [lr 0.001154] [CE 3.710 (4.081)] [KD 2.576 (2.661)] +2024-10-18 19:21:22,023 - Train: 57.83% [723450/1251000] [578.3/1000.0] [batch_t 0.491 (0.438)] [data_t 0.016] [optim_t 0.475] [lr 0.001153] [CE 4.486 (4.068)] [KD 2.809 (2.664)] +2024-10-18 19:21:43,140 - Train: 57.83% [723500/1251000] [578.3/1000.0] [batch_t 0.368 (0.422)] [data_t 0.015] [optim_t 0.353] [lr 0.001153] [CE 3.935 (4.143)] [KD 2.581 (2.695)] +2024-10-18 19:22:04,229 - Train: 57.84% [723550/1251000] [578.4/1000.0] [batch_t 0.469 (0.422)] [data_t 0.015] [optim_t 0.453] [lr 0.001153] [CE 4.110 (4.062)] [KD 2.793 (2.648)] +2024-10-18 19:22:25,646 - Train: 57.84% [723600/1251000] [578.4/1000.0] [batch_t 0.446 (0.428)] [data_t 0.015] [optim_t 0.431] [lr 0.001153] [CE 4.401 (4.037)] [KD 2.765 (2.659)] +2024-10-18 19:22:47,541 - Train: 57.85% [723650/1251000] [578.5/1000.0] [batch_t 0.368 (0.438)] [data_t 0.015] [optim_t 0.352] [lr 0.001153] [CE 4.089 (4.110)] [KD 2.892 (2.724)] +2024-10-18 19:23:09,188 - Train: 57.85% [723700/1251000] [578.5/1000.0] [batch_t 0.423 (0.433)] [data_t 0.015] [optim_t 0.407] [lr 0.001152] [CE 4.157 (4.112)] [KD 2.593 (2.702)] +2024-10-18 19:23:30,863 - Train: 57.85% [723750/1251000] [578.5/1000.0] [batch_t 0.393 (0.433)] [data_t 0.015] [optim_t 0.377] [lr 0.001152] [CE 3.925 (4.026)] [KD 2.584 (2.682)] +2024-10-18 19:23:52,539 - Train: 57.86% [723800/1251000] [578.6/1000.0] [batch_t 0.430 (0.433)] [data_t 0.015] [optim_t 0.415] [lr 0.001152] [CE 4.202 (4.053)] [KD 2.684 (2.680)] +2024-10-18 19:24:14,123 - Train: 57.86% [723850/1251000] [578.6/1000.0] [batch_t 0.386 (0.432)] [data_t 0.015] [optim_t 0.371] [lr 0.001152] [CE 3.580 (4.054)] [KD 2.360 (2.672)] +2024-10-18 19:24:35,026 - Train: 57.87% [723900/1251000] [578.7/1000.0] [batch_t 0.440 (0.418)] [data_t 0.015] [optim_t 0.424] [lr 0.001152] [CE 3.740 (4.092)] [KD 2.703 (2.705)] +2024-10-18 19:24:56,936 - Train: 57.87% [723950/1251000] [578.7/1000.0] [batch_t 0.427 (0.438)] [data_t 0.015] [optim_t 0.412] [lr 0.001152] [CE 4.299 (4.119)] [KD 2.872 (2.709)] +2024-10-18 19:25:19,349 - Train: 57.87% [724000/1251000] [578.7/1000.0] [batch_t 0.455 (0.448)] [data_t 0.015] [optim_t 0.439] [lr 0.001151] [CE 3.941 (4.000)] [KD 2.590 (2.663)] +2024-10-18 19:25:41,149 - Train: 57.88% [724050/1251000] [578.8/1000.0] [batch_t 0.423 (0.436)] [data_t 0.015] [optim_t 0.408] [lr 0.001151] [CE 4.236 (4.103)] [KD 2.794 (2.705)] +2024-10-18 19:26:03,616 - Train: 57.88% [724100/1251000] [578.8/1000.0] [batch_t 0.908 (0.449)] [data_t 0.015] [optim_t 0.892] [lr 0.001151] [CE 4.041 (4.021)] [KD 2.678 (2.636)] +2024-10-18 19:26:23,797 - Train: 57.89% [724150/1251000] [578.9/1000.0] [batch_t 0.408 (0.404)] [data_t 0.015] [optim_t 0.393] [lr 0.001151] [CE 4.174 (4.053)] [KD 2.944 (2.660)] +2024-10-18 19:26:44,695 - Train: 57.89% [724200/1251000] [578.9/1000.0] [batch_t 0.451 (0.418)] [data_t 0.072] [optim_t 0.379] [lr 0.001151] [CE 4.568 (4.101)] [KD 2.920 (2.691)] +2024-10-18 19:27:07,253 - Train: 57.89% [724250/1251000] [578.9/1000.0] [batch_t 0.362 (0.451)] [data_t 0.015] [optim_t 0.347] [lr 0.001151] [CE 4.495 (4.013)] [KD 2.698 (2.627)] +2024-10-18 19:27:28,826 - Train: 57.90% [724300/1251000] [579.0/1000.0] [batch_t 0.437 (0.431)] [data_t 0.015] [optim_t 0.422] [lr 0.001150] [CE 4.047 (4.094)] [KD 2.523 (2.680)] +2024-10-18 19:28:01,418 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 39442] [top5_cnt 47314] [top_all 50000] +2024-10-18 19:28:01,418 - net: 78.884 (94.628) +2024-10-18 19:28:22,715 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40730] [top5_cnt 47874] [top_all 50000] +2024-10-18 19:28:22,716 - net_E: 81.460 (95.748) +2024-10-18 19:28:22,888 - Max [top1: 78.884 (epoch: 579)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 19:28:22,888 - ==> Total time: 3 days, 19:46:31 Eta: 2 days, 18:43:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 19:28:38,449 - Train: 57.90% [724350/1251000] [579.0/1000.0] [batch_t 0.362 (0.529)] [data_t 0.016] [optim_t 0.346] [lr 0.001150] [CE 4.152 (4.029)] [KD 2.647 (2.619)] +2024-10-18 19:28:58,006 - Train: 57.91% [724400/1251000] [579.1/1000.0] [batch_t 0.387 (0.391)] [data_t 0.016] [optim_t 0.372] [lr 0.001150] [CE 3.879 (4.029)] [KD 2.544 (2.626)] +2024-10-18 19:29:19,995 - Train: 57.91% [724450/1251000] [579.1/1000.0] [batch_t 0.361 (0.440)] [data_t 0.016] [optim_t 0.345] [lr 0.001150] [CE 3.798 (4.066)] [KD 2.404 (2.640)] +2024-10-18 19:29:41,607 - Train: 57.91% [724500/1251000] [579.1/1000.0] [batch_t 0.433 (0.432)] [data_t 0.015] [optim_t 0.418] [lr 0.001150] [CE 3.706 (4.014)] [KD 2.398 (2.615)] +2024-10-18 19:30:03,478 - Train: 57.92% [724550/1251000] [579.2/1000.0] [batch_t 0.378 (0.437)] [data_t 0.015] [optim_t 0.362] [lr 0.001149] [CE 3.857 (4.041)] [KD 2.540 (2.612)] +2024-10-18 19:30:25,253 - Train: 57.92% [724600/1251000] [579.2/1000.0] [batch_t 0.411 (0.435)] [data_t 0.015] [optim_t 0.396] [lr 0.001149] [CE 4.464 (4.008)] [KD 2.713 (2.589)] +2024-10-18 19:30:46,308 - Train: 57.93% [724650/1251000] [579.3/1000.0] [batch_t 0.413 (0.421)] [data_t 0.015] [optim_t 0.397] [lr 0.001149] [CE 4.382 (4.121)] [KD 2.920 (2.704)] +2024-10-18 19:31:06,697 - Train: 57.93% [724700/1251000] [579.3/1000.0] [batch_t 0.405 (0.408)] [data_t 0.015] [optim_t 0.390] [lr 0.001149] [CE 4.002 (3.989)] [KD 2.602 (2.613)] +2024-10-18 19:31:27,036 - Train: 57.93% [724750/1251000] [579.3/1000.0] [batch_t 0.381 (0.407)] [data_t 0.015] [optim_t 0.366] [lr 0.001149] [CE 4.227 (4.025)] [KD 2.666 (2.632)] +2024-10-18 19:31:47,628 - Train: 57.94% [724800/1251000] [579.4/1000.0] [batch_t 0.434 (0.412)] [data_t 0.015] [optim_t 0.418] [lr 0.001149] [CE 3.870 (3.981)] [KD 2.600 (2.619)] +2024-10-18 19:32:08,647 - Train: 57.94% [724850/1251000] [579.4/1000.0] [batch_t 0.355 (0.420)] [data_t 0.015] [optim_t 0.340] [lr 0.001148] [CE 4.153 (4.084)] [KD 2.664 (2.666)] +2024-10-18 19:32:29,555 - Train: 57.95% [724900/1251000] [579.5/1000.0] [batch_t 0.437 (0.418)] [data_t 0.015] [optim_t 0.421] [lr 0.001148] [CE 4.079 (4.057)] [KD 2.616 (2.625)] +2024-10-18 19:32:50,343 - Train: 57.95% [724950/1251000] [579.5/1000.0] [batch_t 0.389 (0.416)] [data_t 0.015] [optim_t 0.373] [lr 0.001148] [CE 3.954 (4.073)] [KD 2.559 (2.687)] +2024-10-18 19:33:11,571 - Train: 57.95% [725000/1251000] [579.5/1000.0] [batch_t 0.367 (0.424)] [data_t 0.015] [optim_t 0.351] [lr 0.001148] [CE 3.815 (4.072)] [KD 2.589 (2.676)] +2024-10-18 19:33:33,710 - Train: 57.96% [725050/1251000] [579.6/1000.0] [batch_t 0.638 (0.443)] [data_t 0.016] [optim_t 0.623] [lr 0.001148] [CE 4.321 (4.120)] [KD 2.601 (2.692)] +2024-10-18 19:33:54,866 - Train: 57.96% [725100/1251000] [579.6/1000.0] [batch_t 0.440 (0.423)] [data_t 0.015] [optim_t 0.424] [lr 0.001147] [CE 3.807 (4.122)] [KD 2.592 (2.698)] +2024-10-18 19:34:16,573 - Train: 57.97% [725150/1251000] [579.7/1000.0] [batch_t 0.427 (0.434)] [data_t 0.015] [optim_t 0.412] [lr 0.001147] [CE 3.785 (4.041)] [KD 2.706 (2.649)] +2024-10-18 19:34:38,664 - Train: 57.97% [725200/1251000] [579.7/1000.0] [batch_t 0.439 (0.442)] [data_t 0.015] [optim_t 0.424] [lr 0.001147] [CE 4.208 (4.174)] [KD 2.559 (2.679)] +2024-10-18 19:34:59,800 - Train: 57.97% [725250/1251000] [579.7/1000.0] [batch_t 0.491 (0.423)] [data_t 0.015] [optim_t 0.476] [lr 0.001147] [CE 3.914 (4.086)] [KD 2.637 (2.676)] +2024-10-18 19:35:20,327 - Train: 57.98% [725300/1251000] [579.8/1000.0] [batch_t 0.452 (0.410)] [data_t 0.015] [optim_t 0.436] [lr 0.001147] [CE 4.607 (4.075)] [KD 2.926 (2.681)] +2024-10-18 19:35:41,930 - Train: 57.98% [725350/1251000] [579.8/1000.0] [batch_t 0.407 (0.432)] [data_t 0.015] [optim_t 0.391] [lr 0.001147] [CE 3.919 (4.109)] [KD 2.590 (2.695)] +2024-10-18 19:36:03,318 - Train: 57.99% [725400/1251000] [579.9/1000.0] [batch_t 0.428 (0.428)] [data_t 0.016] [optim_t 0.413] [lr 0.001146] [CE 4.044 (4.087)] [KD 2.604 (2.677)] +2024-10-18 19:36:24,383 - Train: 57.99% [725450/1251000] [579.9/1000.0] [batch_t 0.440 (0.421)] [data_t 0.015] [optim_t 0.424] [lr 0.001146] [CE 4.066 (4.103)] [KD 2.667 (2.694)] +2024-10-18 19:36:46,521 - Train: 57.99% [725500/1251000] [579.9/1000.0] [batch_t 0.371 (0.443)] [data_t 0.016] [optim_t 0.356] [lr 0.001146] [CE 4.168 (4.142)] [KD 2.592 (2.704)] +2024-10-18 19:37:07,632 - Train: 58.00% [725550/1251000] [580.0/1000.0] [batch_t 0.457 (0.422)] [data_t 0.111] [optim_t 0.346] [lr 0.001146] [CE 4.216 (4.051)] [KD 2.780 (2.649)] +2024-10-18 19:37:40,818 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 39302] [top5_cnt 47300] [top_all 50000] +2024-10-18 19:37:40,818 - net: 78.604 (94.600) +2024-10-18 19:38:02,559 - Test (net_E): 100.00% [50/50] [batch_t 0.134 (0.429)] [top1_cnt 40741] [top5_cnt 47881] [top_all 50000] +2024-10-18 19:38:02,560 - net_E: 81.482 (95.762) +2024-10-18 19:38:02,682 - Max [top1: 78.884 (epoch: 579)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 19:38:02,682 - ==> Total time: 3 days, 19:56:11 Eta: 2 days, 18:34:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 19:38:18,108 - Train: 58.00% [725600/1251000] [580.0/1000.0] [batch_t 0.362 (0.533)] [data_t 0.015] [optim_t 0.346] [lr 0.001146] [CE 4.207 (4.111)] [KD 2.645 (2.659)] +2024-10-18 19:38:38,582 - Train: 58.01% [725650/1251000] [580.1/1000.0] [batch_t 0.433 (0.409)] [data_t 0.015] [optim_t 0.418] [lr 0.001145] [CE 4.342 (4.064)] [KD 2.768 (2.659)] +2024-10-18 19:39:00,059 - Train: 58.01% [725700/1251000] [580.1/1000.0] [batch_t 0.437 (0.429)] [data_t 0.015] [optim_t 0.421] [lr 0.001145] [CE 4.168 (4.030)] [KD 2.568 (2.614)] +2024-10-18 19:39:21,659 - Train: 58.01% [725750/1251000] [580.1/1000.0] [batch_t 0.414 (0.432)] [data_t 0.015] [optim_t 0.398] [lr 0.001145] [CE 4.328 (4.059)] [KD 2.920 (2.671)] +2024-10-18 19:39:42,664 - Train: 58.02% [725800/1251000] [580.2/1000.0] [batch_t 0.399 (0.420)] [data_t 0.016] [optim_t 0.383] [lr 0.001145] [CE 3.969 (4.084)] [KD 2.597 (2.684)] +2024-10-18 19:40:03,932 - Train: 58.02% [725850/1251000] [580.2/1000.0] [batch_t 0.405 (0.425)] [data_t 0.015] [optim_t 0.390] [lr 0.001145] [CE 4.289 (4.048)] [KD 2.686 (2.667)] +2024-10-18 19:40:25,409 - Train: 58.03% [725900/1251000] [580.3/1000.0] [batch_t 0.427 (0.429)] [data_t 0.015] [optim_t 0.412] [lr 0.001145] [CE 4.208 (4.075)] [KD 2.684 (2.664)] +2024-10-18 19:40:46,365 - Train: 58.03% [725950/1251000] [580.3/1000.0] [batch_t 0.448 (0.419)] [data_t 0.015] [optim_t 0.433] [lr 0.001144] [CE 4.055 (4.069)] [KD 2.724 (2.627)] +2024-10-18 19:41:08,152 - Train: 58.03% [726000/1251000] [580.3/1000.0] [batch_t 0.441 (0.436)] [data_t 0.016] [optim_t 0.425] [lr 0.001144] [CE 3.895 (4.060)] [KD 2.574 (2.671)] +2024-10-18 19:41:29,913 - Train: 58.04% [726050/1251000] [580.4/1000.0] [batch_t 0.420 (0.435)] [data_t 0.016] [optim_t 0.405] [lr 0.001144] [CE 4.139 (3.993)] [KD 2.639 (2.663)] +2024-10-18 19:41:52,154 - Train: 58.04% [726100/1251000] [580.4/1000.0] [batch_t 0.835 (0.445)] [data_t 0.015] [optim_t 0.820] [lr 0.001144] [CE 4.408 (4.115)] [KD 2.863 (2.694)] +2024-10-18 19:42:13,298 - Train: 58.05% [726150/1251000] [580.5/1000.0] [batch_t 0.412 (0.423)] [data_t 0.015] [optim_t 0.397] [lr 0.001144] [CE 4.450 (4.023)] [KD 2.840 (2.668)] +2024-10-18 19:42:35,021 - Train: 58.05% [726200/1251000] [580.5/1000.0] [batch_t 0.408 (0.434)] [data_t 0.015] [optim_t 0.393] [lr 0.001143] [CE 3.821 (4.123)] [KD 2.392 (2.719)] +2024-10-18 19:42:56,258 - Train: 58.05% [726250/1251000] [580.5/1000.0] [batch_t 0.433 (0.425)] [data_t 0.015] [optim_t 0.418] [lr 0.001143] [CE 4.402 (4.148)] [KD 2.813 (2.720)] +2024-10-18 19:43:17,680 - Train: 58.06% [726300/1251000] [580.6/1000.0] [batch_t 0.420 (0.428)] [data_t 0.015] [optim_t 0.404] [lr 0.001143] [CE 3.304 (4.096)] [KD 2.242 (2.652)] +2024-10-18 19:43:39,264 - Train: 58.06% [726350/1251000] [580.6/1000.0] [batch_t 0.428 (0.432)] [data_t 0.015] [optim_t 0.412] [lr 0.001143] [CE 3.905 (4.085)] [KD 2.595 (2.695)] +2024-10-18 19:44:00,949 - Train: 58.07% [726400/1251000] [580.7/1000.0] [batch_t 0.361 (0.434)] [data_t 0.016] [optim_t 0.345] [lr 0.001143] [CE 4.443 (4.083)] [KD 2.893 (2.688)] +2024-10-18 19:44:21,984 - Train: 58.07% [726450/1251000] [580.7/1000.0] [batch_t 0.459 (0.421)] [data_t 0.016] [optim_t 0.444] [lr 0.001143] [CE 3.900 (4.054)] [KD 2.613 (2.695)] +2024-10-18 19:44:44,727 - Train: 58.07% [726500/1251000] [580.7/1000.0] [batch_t 0.442 (0.455)] [data_t 0.015] [optim_t 0.426] [lr 0.001142] [CE 4.133 (4.134)] [KD 2.670 (2.719)] +2024-10-18 19:45:06,812 - Train: 58.08% [726550/1251000] [580.8/1000.0] [batch_t 0.389 (0.442)] [data_t 0.015] [optim_t 0.373] [lr 0.001142] [CE 3.510 (4.009)] [KD 2.200 (2.628)] +2024-10-18 19:45:28,896 - Train: 58.08% [726600/1251000] [580.8/1000.0] [batch_t 0.434 (0.442)] [data_t 0.015] [optim_t 0.419] [lr 0.001142] [CE 4.038 (4.106)] [KD 2.601 (2.668)] +2024-10-18 19:45:51,342 - Train: 58.09% [726650/1251000] [580.9/1000.0] [batch_t 0.425 (0.449)] [data_t 0.015] [optim_t 0.410] [lr 0.001142] [CE 3.977 (3.996)] [KD 2.511 (2.618)] +2024-10-18 19:46:13,792 - Train: 58.09% [726700/1251000] [580.9/1000.0] [batch_t 0.510 (0.449)] [data_t 0.015] [optim_t 0.495] [lr 0.001142] [CE 4.041 (4.055)] [KD 2.568 (2.671)] +2024-10-18 19:46:36,080 - Train: 58.09% [726750/1251000] [580.9/1000.0] [batch_t 0.423 (0.446)] [data_t 0.015] [optim_t 0.408] [lr 0.001141] [CE 3.954 (4.074)] [KD 2.674 (2.677)] +2024-10-18 19:46:58,122 - Train: 58.10% [726800/1251000] [581.0/1000.0] [batch_t 0.396 (0.441)] [data_t 0.015] [optim_t 0.381] [lr 0.001141] [CE 4.299 (4.060)] [KD 2.646 (2.663)] +2024-10-18 19:47:31,943 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 39328] [top5_cnt 47292] [top_all 50000] +2024-10-18 19:47:31,944 - net: 78.656 (94.584) +2024-10-18 19:47:53,226 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40726] [top5_cnt 47895] [top_all 50000] +2024-10-18 19:47:53,226 - net_E: 81.452 (95.790) +2024-10-18 19:47:53,367 - Max [top1: 78.884 (epoch: 579)] [top1-ema: 81.488 (epoch: 568)] +2024-10-18 19:47:53,368 - ==> Total time: 3 days, 20:06:01 Eta: 2 days, 18:25:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 19:48:06,786 - Train: 58.10% [726850/1251000] [581.0/1000.0] [batch_t 0.363 (0.633)] [data_t 0.015] [optim_t 0.348] [lr 0.001141] [CE 4.092 (4.032)] [KD 2.826 (2.646)] +2024-10-18 19:48:27,157 - Train: 58.11% [726900/1251000] [581.1/1000.0] [batch_t 0.564 (0.407)] [data_t 0.015] [optim_t 0.549] [lr 0.001141] [CE 3.996 (4.058)] [KD 2.717 (2.658)] +2024-10-18 19:48:48,858 - Train: 58.11% [726950/1251000] [581.1/1000.0] [batch_t 0.400 (0.434)] [data_t 0.015] [optim_t 0.385] [lr 0.001141] [CE 4.210 (4.081)] [KD 2.652 (2.655)] +2024-10-18 19:49:09,662 - Train: 58.11% [727000/1251000] [581.1/1000.0] [batch_t 0.360 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.001141] [CE 3.428 (4.019)] [KD 2.193 (2.636)] +2024-10-18 19:49:31,428 - Train: 58.12% [727050/1251000] [581.2/1000.0] [batch_t 0.461 (0.435)] [data_t 0.015] [optim_t 0.445] [lr 0.001140] [CE 3.932 (4.072)] [KD 2.576 (2.634)] +2024-10-18 19:49:52,378 - Train: 58.12% [727100/1251000] [581.2/1000.0] [batch_t 0.470 (0.419)] [data_t 0.015] [optim_t 0.454] [lr 0.001140] [CE 3.616 (4.019)] [KD 2.263 (2.601)] +2024-10-18 19:50:13,575 - Train: 58.13% [727150/1251000] [581.3/1000.0] [batch_t 0.506 (0.424)] [data_t 0.015] [optim_t 0.490] [lr 0.001140] [CE 3.973 (4.078)] [KD 2.607 (2.649)] +2024-10-18 19:50:34,702 - Train: 58.13% [727200/1251000] [581.3/1000.0] [batch_t 0.387 (0.422)] [data_t 0.015] [optim_t 0.372] [lr 0.001140] [CE 3.823 (4.060)] [KD 2.718 (2.669)] +2024-10-18 19:50:55,958 - Train: 58.13% [727250/1251000] [581.3/1000.0] [batch_t 0.448 (0.425)] [data_t 0.015] [optim_t 0.433] [lr 0.001140] [CE 4.465 (4.029)] [KD 2.735 (2.619)] +2024-10-18 19:51:18,369 - Train: 58.14% [727300/1251000] [581.4/1000.0] [batch_t 0.466 (0.448)] [data_t 0.015] [optim_t 0.451] [lr 0.001139] [CE 4.512 (4.061)] [KD 2.970 (2.641)] +2024-10-18 19:51:40,433 - Train: 58.14% [727350/1251000] [581.4/1000.0] [batch_t 0.462 (0.441)] [data_t 0.015] [optim_t 0.447] [lr 0.001139] [CE 3.881 (4.021)] [KD 2.556 (2.683)] +2024-10-18 19:52:01,462 - Train: 58.15% [727400/1251000] [581.5/1000.0] [batch_t 0.392 (0.420)] [data_t 0.015] [optim_t 0.377] [lr 0.001139] [CE 4.269 (3.989)] [KD 2.721 (2.633)] +2024-10-18 19:52:22,094 - Train: 58.15% [727450/1251000] [581.5/1000.0] [batch_t 0.410 (0.413)] [data_t 0.016] [optim_t 0.395] [lr 0.001139] [CE 3.728 (4.096)] [KD 2.583 (2.674)] +2024-10-18 19:52:43,922 - Train: 58.15% [727500/1251000] [581.5/1000.0] [batch_t 0.422 (0.436)] [data_t 0.015] [optim_t 0.406] [lr 0.001139] [CE 3.625 (4.013)] [KD 2.610 (2.654)] +2024-10-18 19:53:05,986 - Train: 58.16% [727550/1251000] [581.6/1000.0] [batch_t 0.485 (0.441)] [data_t 0.016] [optim_t 0.469] [lr 0.001139] [CE 4.139 (4.043)] [KD 2.697 (2.647)] +2024-10-18 19:53:27,133 - Train: 58.16% [727600/1251000] [581.6/1000.0] [batch_t 0.402 (0.423)] [data_t 0.015] [optim_t 0.386] [lr 0.001138] [CE 3.847 (4.071)] [KD 2.622 (2.677)] +2024-10-18 19:53:47,991 - Train: 58.17% [727650/1251000] [581.7/1000.0] [batch_t 0.411 (0.417)] [data_t 0.016] [optim_t 0.395] [lr 0.001138] [CE 4.616 (4.097)] [KD 2.852 (2.700)] +2024-10-18 19:54:09,346 - Train: 58.17% [727700/1251000] [581.7/1000.0] [batch_t 0.424 (0.427)] [data_t 0.015] [optim_t 0.409] [lr 0.001138] [CE 3.722 (4.104)] [KD 2.578 (2.697)] +2024-10-18 19:54:30,841 - Train: 58.17% [727750/1251000] [581.7/1000.0] [batch_t 0.403 (0.430)] [data_t 0.015] [optim_t 0.388] [lr 0.001138] [CE 4.098 (4.106)] [KD 2.633 (2.653)] +2024-10-18 19:54:52,277 - Train: 58.18% [727800/1251000] [581.8/1000.0] [batch_t 0.411 (0.429)] [data_t 0.015] [optim_t 0.396] [lr 0.001138] [CE 3.657 (4.045)] [KD 2.547 (2.644)] +2024-10-18 19:55:13,557 - Train: 58.18% [727850/1251000] [581.8/1000.0] [batch_t 0.441 (0.426)] [data_t 0.015] [optim_t 0.425] [lr 0.001138] [CE 3.331 (4.065)] [KD 2.202 (2.623)] +2024-10-18 19:55:34,907 - Train: 58.19% [727900/1251000] [581.9/1000.0] [batch_t 0.461 (0.427)] [data_t 0.015] [optim_t 0.445] [lr 0.001137] [CE 4.541 (4.070)] [KD 2.934 (2.685)] +2024-10-18 19:55:56,499 - Train: 58.19% [727950/1251000] [581.9/1000.0] [batch_t 0.392 (0.432)] [data_t 0.015] [optim_t 0.377] [lr 0.001137] [CE 4.042 (4.099)] [KD 2.746 (2.662)] +2024-10-18 19:56:17,692 - Train: 58.19% [728000/1251000] [581.9/1000.0] [batch_t 0.499 (0.424)] [data_t 0.015] [optim_t 0.484] [lr 0.001137] [CE 4.233 (4.043)] [KD 2.811 (2.644)] +2024-10-18 19:56:39,345 - Train: 58.20% [728050/1251000] [582.0/1000.0] [batch_t 0.479 (0.433)] [data_t 0.015] [optim_t 0.464] [lr 0.001137] [CE 3.905 (4.016)] [KD 2.497 (2.670)] +2024-10-18 19:57:14,415 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 39058] [top5_cnt 47214] [top_all 50000] +2024-10-18 19:57:14,415 - net: 78.116 (94.428) +2024-10-18 19:57:35,785 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 40770] [top5_cnt 47912] [top_all 50000] +2024-10-18 19:57:35,786 - net_E: 81.540 (95.824) +2024-10-18 19:57:35,958 - Max [top1: 78.884 (epoch: 579)] [top1-ema: 81.540 (epoch: 582)] +2024-10-18 19:57:35,959 - ==> Total time: 3 days, 20:15:44 Eta: 2 days, 18:15:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 19:57:50,482 - Train: 58.20% [728100/1251000] [582.0/1000.0] [batch_t 0.360 (0.569)] [data_t 0.016] [optim_t 0.344] [lr 0.001137] [CE 3.616 (4.021)] [KD 2.525 (2.699)] +2024-10-18 19:58:10,327 - Train: 58.21% [728150/1251000] [582.1/1000.0] [batch_t 0.428 (0.397)] [data_t 0.015] [optim_t 0.412] [lr 0.001136] [CE 3.828 (4.041)] [KD 2.627 (2.633)] +2024-10-18 19:58:31,901 - Train: 58.21% [728200/1251000] [582.1/1000.0] [batch_t 0.363 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.001136] [CE 4.259 (4.082)] [KD 2.727 (2.646)] +2024-10-18 19:58:53,604 - Train: 58.21% [728250/1251000] [582.1/1000.0] [batch_t 0.388 (0.434)] [data_t 0.015] [optim_t 0.373] [lr 0.001136] [CE 4.084 (4.033)] [KD 2.805 (2.609)] +2024-10-18 19:59:14,911 - Train: 58.22% [728300/1251000] [582.2/1000.0] [batch_t 0.369 (0.426)] [data_t 0.015] [optim_t 0.354] [lr 0.001136] [CE 3.708 (4.059)] [KD 2.546 (2.637)] +2024-10-18 19:59:37,316 - Train: 58.22% [728350/1251000] [582.2/1000.0] [batch_t 0.448 (0.448)] [data_t 0.107] [optim_t 0.342] [lr 0.001136] [CE 3.506 (4.045)] [KD 2.417 (2.690)] +2024-10-18 19:59:57,909 - Train: 58.23% [728400/1251000] [582.3/1000.0] [batch_t 0.361 (0.412)] [data_t 0.015] [optim_t 0.346] [lr 0.001136] [CE 4.359 (4.014)] [KD 2.833 (2.643)] +2024-10-18 20:00:18,944 - Train: 58.23% [728450/1251000] [582.3/1000.0] [batch_t 0.464 (0.421)] [data_t 0.071] [optim_t 0.393] [lr 0.001135] [CE 3.961 (4.021)] [KD 2.641 (2.656)] +2024-10-18 20:00:40,572 - Train: 58.23% [728500/1251000] [582.3/1000.0] [batch_t 0.360 (0.432)] [data_t 0.015] [optim_t 0.345] [lr 0.001135] [CE 4.068 (4.153)] [KD 2.872 (2.729)] +2024-10-18 20:01:01,821 - Train: 58.24% [728550/1251000] [582.4/1000.0] [batch_t 0.401 (0.425)] [data_t 0.015] [optim_t 0.385] [lr 0.001135] [CE 3.847 (4.031)] [KD 2.736 (2.645)] +2024-10-18 20:01:23,231 - Train: 58.24% [728600/1251000] [582.4/1000.0] [batch_t 0.481 (0.428)] [data_t 0.016] [optim_t 0.465] [lr 0.001135] [CE 3.894 (4.098)] [KD 2.492 (2.681)] +2024-10-18 20:01:44,354 - Train: 58.25% [728650/1251000] [582.5/1000.0] [batch_t 0.434 (0.422)] [data_t 0.015] [optim_t 0.419] [lr 0.001135] [CE 4.378 (4.089)] [KD 2.617 (2.674)] +2024-10-18 20:02:05,726 - Train: 58.25% [728700/1251000] [582.5/1000.0] [batch_t 0.377 (0.427)] [data_t 0.015] [optim_t 0.361] [lr 0.001134] [CE 4.434 (4.091)] [KD 2.966 (2.659)] +2024-10-18 20:02:27,915 - Train: 58.25% [728750/1251000] [582.5/1000.0] [batch_t 0.415 (0.444)] [data_t 0.071] [optim_t 0.344] [lr 0.001134] [CE 3.818 (4.074)] [KD 2.522 (2.686)] +2024-10-18 20:02:49,686 - Train: 58.26% [728800/1251000] [582.6/1000.0] [batch_t 0.426 (0.435)] [data_t 0.083] [optim_t 0.343] [lr 0.001134] [CE 4.311 (4.048)] [KD 2.814 (2.679)] +2024-10-18 20:03:11,073 - Train: 58.26% [728850/1251000] [582.6/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.001134] [CE 4.130 (4.118)] [KD 2.721 (2.719)] +2024-10-18 20:03:31,861 - Train: 58.27% [728900/1251000] [582.7/1000.0] [batch_t 0.442 (0.416)] [data_t 0.099] [optim_t 0.343] [lr 0.001134] [CE 4.352 (4.084)] [KD 2.840 (2.670)] +2024-10-18 20:03:52,962 - Train: 58.27% [728950/1251000] [582.7/1000.0] [batch_t 0.424 (0.422)] [data_t 0.081] [optim_t 0.343] [lr 0.001134] [CE 4.264 (4.058)] [KD 2.922 (2.646)] +2024-10-18 20:04:14,054 - Train: 58.27% [729000/1251000] [582.7/1000.0] [batch_t 0.402 (0.422)] [data_t 0.015] [optim_t 0.387] [lr 0.001133] [CE 4.440 (4.016)] [KD 2.985 (2.644)] +2024-10-18 20:04:36,284 - Train: 58.28% [729050/1251000] [582.8/1000.0] [batch_t 0.358 (0.444)] [data_t 0.015] [optim_t 0.342] [lr 0.001133] [CE 4.093 (4.068)] [KD 2.625 (2.605)] +2024-10-18 20:04:58,005 - Train: 58.28% [729100/1251000] [582.8/1000.0] [batch_t 0.453 (0.434)] [data_t 0.015] [optim_t 0.438] [lr 0.001133] [CE 4.061 (4.082)] [KD 2.609 (2.666)] +2024-10-18 20:05:19,965 - Train: 58.29% [729150/1251000] [582.9/1000.0] [batch_t 0.435 (0.439)] [data_t 0.015] [optim_t 0.419] [lr 0.001133] [CE 4.097 (4.077)] [KD 2.649 (2.654)] +2024-10-18 20:05:42,061 - Train: 58.29% [729200/1251000] [582.9/1000.0] [batch_t 0.448 (0.442)] [data_t 0.015] [optim_t 0.433] [lr 0.001133] [CE 4.594 (4.043)] [KD 2.864 (2.645)] +2024-10-18 20:06:04,320 - Train: 58.29% [729250/1251000] [582.9/1000.0] [batch_t 0.361 (0.445)] [data_t 0.015] [optim_t 0.345] [lr 0.001132] [CE 3.973 (4.127)] [KD 2.562 (2.672)] +2024-10-18 20:06:26,513 - Train: 58.30% [729300/1251000] [583.0/1000.0] [batch_t 0.454 (0.444)] [data_t 0.015] [optim_t 0.439] [lr 0.001132] [CE 4.037 (4.126)] [KD 2.617 (2.661)] +2024-10-18 20:07:01,568 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39388] [top5_cnt 47312] [top_all 50000] +2024-10-18 20:07:01,568 - net: 78.776 (94.624) +2024-10-18 20:07:22,845 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40762] [top5_cnt 47923] [top_all 50000] +2024-10-18 20:07:22,846 - net_E: 81.524 (95.846) +2024-10-18 20:07:22,969 - Max [top1: 78.884 (epoch: 579)] [top1-ema: 81.540 (epoch: 582)] +2024-10-18 20:07:22,969 - ==> Total time: 3 days, 20:25:31 Eta: 2 days, 18:06:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 20:07:35,866 - Train: 58.30% [729350/1251000] [583.0/1000.0] [batch_t 0.366 (0.669)] [data_t 0.016] [optim_t 0.350] [lr 0.001132] [CE 4.324 (3.951)] [KD 2.772 (2.585)] +2024-10-18 20:07:56,689 - Train: 58.31% [729400/1251000] [583.1/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.001132] [CE 3.492 (4.053)] [KD 2.503 (2.650)] +2024-10-18 20:08:18,550 - Train: 58.31% [729450/1251000] [583.1/1000.0] [batch_t 0.480 (0.437)] [data_t 0.135] [optim_t 0.345] [lr 0.001132] [CE 3.674 (3.989)] [KD 2.496 (2.614)] +2024-10-18 20:08:40,377 - Train: 58.31% [729500/1251000] [583.1/1000.0] [batch_t 0.445 (0.436)] [data_t 0.102] [optim_t 0.343] [lr 0.001132] [CE 4.165 (4.113)] [KD 2.598 (2.669)] +2024-10-18 20:09:02,119 - Train: 58.32% [729550/1251000] [583.2/1000.0] [batch_t 0.508 (0.435)] [data_t 0.163] [optim_t 0.345] [lr 0.001131] [CE 3.956 (4.033)] [KD 2.494 (2.642)] +2024-10-18 20:09:23,264 - Train: 58.32% [729600/1251000] [583.2/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.001131] [CE 4.146 (4.139)] [KD 2.737 (2.695)] +2024-10-18 20:09:44,283 - Train: 58.33% [729650/1251000] [583.3/1000.0] [batch_t 0.359 (0.420)] [data_t 0.016] [optim_t 0.344] [lr 0.001131] [CE 4.065 (4.072)] [KD 2.709 (2.658)] +2024-10-18 20:10:05,834 - Train: 58.33% [729700/1251000] [583.3/1000.0] [batch_t 0.425 (0.431)] [data_t 0.079] [optim_t 0.346] [lr 0.001131] [CE 4.172 (4.124)] [KD 2.498 (2.690)] +2024-10-18 20:10:27,226 - Train: 58.33% [729750/1251000] [583.3/1000.0] [batch_t 0.507 (0.428)] [data_t 0.136] [optim_t 0.371] [lr 0.001131] [CE 4.152 (4.077)] [KD 2.672 (2.658)] +2024-10-18 20:10:48,312 - Train: 58.34% [729800/1251000] [583.4/1000.0] [batch_t 0.426 (0.422)] [data_t 0.080] [optim_t 0.346] [lr 0.001130] [CE 3.965 (4.051)] [KD 2.604 (2.643)] +2024-10-18 20:11:09,209 - Train: 58.34% [729850/1251000] [583.4/1000.0] [batch_t 0.387 (0.418)] [data_t 0.043] [optim_t 0.344] [lr 0.001130] [CE 4.319 (4.035)] [KD 2.779 (2.633)] +2024-10-18 20:11:30,684 - Train: 58.35% [729900/1251000] [583.5/1000.0] [batch_t 0.431 (0.429)] [data_t 0.081] [optim_t 0.350] [lr 0.001130] [CE 3.626 (4.043)] [KD 2.425 (2.625)] +2024-10-18 20:11:51,951 - Train: 58.35% [729950/1251000] [583.5/1000.0] [batch_t 0.367 (0.425)] [data_t 0.022] [optim_t 0.345] [lr 0.001130] [CE 4.159 (4.056)] [KD 2.704 (2.641)] +2024-10-18 20:12:13,426 - Train: 58.35% [730000/1251000] [583.5/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.001130] [CE 4.175 (4.014)] [KD 2.858 (2.620)] +2024-10-18 20:12:35,003 - Train: 58.36% [730050/1251000] [583.6/1000.0] [batch_t 0.437 (0.431)] [data_t 0.092] [optim_t 0.345] [lr 0.001130] [CE 3.974 (4.059)] [KD 2.736 (2.660)] +2024-10-18 20:12:55,879 - Train: 58.36% [730100/1251000] [583.6/1000.0] [batch_t 0.464 (0.417)] [data_t 0.120] [optim_t 0.344] [lr 0.001129] [CE 4.152 (4.062)] [KD 2.651 (2.684)] +2024-10-18 20:13:16,984 - Train: 58.37% [730150/1251000] [583.7/1000.0] [batch_t 0.410 (0.422)] [data_t 0.065] [optim_t 0.345] [lr 0.001129] [CE 3.810 (4.024)] [KD 2.574 (2.622)] +2024-10-18 20:13:38,112 - Train: 58.37% [730200/1251000] [583.7/1000.0] [batch_t 0.528 (0.422)] [data_t 0.016] [optim_t 0.512] [lr 0.001129] [CE 4.620 (4.111)] [KD 2.805 (2.656)] +2024-10-18 20:13:59,393 - Train: 58.37% [730250/1251000] [583.7/1000.0] [batch_t 0.432 (0.425)] [data_t 0.015] [optim_t 0.417] [lr 0.001129] [CE 4.165 (4.055)] [KD 2.589 (2.614)] +2024-10-18 20:14:20,907 - Train: 58.38% [730300/1251000] [583.8/1000.0] [batch_t 0.367 (0.430)] [data_t 0.015] [optim_t 0.351] [lr 0.001129] [CE 3.997 (4.092)] [KD 2.515 (2.688)] +2024-10-18 20:14:42,169 - Train: 58.38% [730350/1251000] [583.8/1000.0] [batch_t 0.392 (0.425)] [data_t 0.016] [optim_t 0.377] [lr 0.001128] [CE 4.100 (4.044)] [KD 2.600 (2.613)] +2024-10-18 20:15:04,019 - Train: 58.39% [730400/1251000] [583.9/1000.0] [batch_t 0.396 (0.437)] [data_t 0.016] [optim_t 0.381] [lr 0.001128] [CE 4.249 (4.053)] [KD 2.624 (2.632)] +2024-10-18 20:15:25,416 - Train: 58.39% [730450/1251000] [583.9/1000.0] [batch_t 0.482 (0.428)] [data_t 0.015] [optim_t 0.466] [lr 0.001128] [CE 4.308 (4.084)] [KD 2.715 (2.658)] +2024-10-18 20:15:46,585 - Train: 58.39% [730500/1251000] [583.9/1000.0] [batch_t 0.473 (0.423)] [data_t 0.015] [optim_t 0.457] [lr 0.001128] [CE 3.467 (4.136)] [KD 2.352 (2.707)] +2024-10-18 20:16:08,526 - Train: 58.40% [730550/1251000] [584.0/1000.0] [batch_t 0.390 (0.439)] [data_t 0.016] [optim_t 0.374] [lr 0.001128] [CE 3.661 (4.059)] [KD 2.333 (2.640)] +2024-10-18 20:16:43,450 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.417)] [top1_cnt 39361] [top5_cnt 47271] [top_all 50000] +2024-10-18 20:16:43,450 - net: 78.722 (94.542) +2024-10-18 20:17:04,216 - Test (net_E): 100.00% [50/50] [batch_t 0.150 (0.408)] [top1_cnt 40798] [top5_cnt 47939] [top_all 50000] +2024-10-18 20:17:04,217 - net_E: 81.596 (95.878) +2024-10-18 20:17:04,375 - Max [top1: 78.884 (epoch: 579)] [top1-ema: 81.596 (epoch: 584)] +2024-10-18 20:17:04,375 - ==> Total time: 3 days, 20:35:12 Eta: 2 days, 17:57:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 20:17:18,764 - Train: 58.40% [730600/1251000] [584.0/1000.0] [batch_t 0.362 (0.590)] [data_t 0.015] [optim_t 0.346] [lr 0.001128] [CE 3.720 (4.039)] [KD 2.719 (2.654)] +2024-10-18 20:17:38,759 - Train: 58.41% [730650/1251000] [584.1/1000.0] [batch_t 0.410 (0.400)] [data_t 0.015] [optim_t 0.395] [lr 0.001127] [CE 3.891 (4.054)] [KD 2.485 (2.610)] +2024-10-18 20:17:59,805 - Train: 58.41% [730700/1251000] [584.1/1000.0] [batch_t 0.412 (0.421)] [data_t 0.015] [optim_t 0.397] [lr 0.001127] [CE 3.832 (4.010)] [KD 2.502 (2.677)] +2024-10-18 20:18:21,113 - Train: 58.41% [730750/1251000] [584.1/1000.0] [batch_t 0.476 (0.426)] [data_t 0.015] [optim_t 0.461] [lr 0.001127] [CE 4.332 (4.039)] [KD 2.661 (2.634)] +2024-10-18 20:18:42,079 - Train: 58.42% [730800/1251000] [584.2/1000.0] [batch_t 0.469 (0.419)] [data_t 0.015] [optim_t 0.453] [lr 0.001127] [CE 4.029 (4.047)] [KD 2.638 (2.661)] +2024-10-18 20:19:03,511 - Train: 58.42% [730850/1251000] [584.2/1000.0] [batch_t 0.408 (0.429)] [data_t 0.015] [optim_t 0.393] [lr 0.001127] [CE 3.962 (4.066)] [KD 2.545 (2.649)] +2024-10-18 20:19:25,027 - Train: 58.43% [730900/1251000] [584.3/1000.0] [batch_t 0.446 (0.430)] [data_t 0.016] [optim_t 0.430] [lr 0.001127] [CE 3.570 (4.085)] [KD 2.489 (2.637)] +2024-10-18 20:19:46,573 - Train: 58.43% [730950/1251000] [584.3/1000.0] [batch_t 0.413 (0.431)] [data_t 0.016] [optim_t 0.397] [lr 0.001126] [CE 4.356 (4.021)] [KD 2.659 (2.632)] +2024-10-18 20:20:08,477 - Train: 58.43% [731000/1251000] [584.3/1000.0] [batch_t 0.447 (0.438)] [data_t 0.016] [optim_t 0.431] [lr 0.001126] [CE 4.229 (4.091)] [KD 2.592 (2.663)] +2024-10-18 20:20:29,587 - Train: 58.44% [731050/1251000] [584.4/1000.0] [batch_t 0.366 (0.422)] [data_t 0.016] [optim_t 0.350] [lr 0.001126] [CE 3.917 (4.054)] [KD 2.638 (2.622)] +2024-10-18 20:20:50,521 - Train: 58.44% [731100/1251000] [584.4/1000.0] [batch_t 0.361 (0.419)] [data_t 0.016] [optim_t 0.346] [lr 0.001126] [CE 4.500 (4.021)] [KD 2.773 (2.619)] +2024-10-18 20:21:11,921 - Train: 58.45% [731150/1251000] [584.5/1000.0] [batch_t 0.397 (0.428)] [data_t 0.016] [optim_t 0.382] [lr 0.001126] [CE 4.144 (4.043)] [KD 2.922 (2.633)] +2024-10-18 20:21:33,269 - Train: 58.45% [731200/1251000] [584.5/1000.0] [batch_t 0.394 (0.427)] [data_t 0.015] [optim_t 0.378] [lr 0.001125] [CE 4.216 (4.064)] [KD 2.675 (2.643)] +2024-10-18 20:21:55,107 - Train: 58.45% [731250/1251000] [584.5/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.001125] [CE 4.069 (4.217)] [KD 2.789 (2.734)] +2024-10-18 20:22:16,307 - Train: 58.46% [731300/1251000] [584.6/1000.0] [batch_t 0.411 (0.424)] [data_t 0.015] [optim_t 0.395] [lr 0.001125] [CE 3.989 (4.062)] [KD 2.649 (2.651)] +2024-10-18 20:22:37,275 - Train: 58.46% [731350/1251000] [584.6/1000.0] [batch_t 0.397 (0.419)] [data_t 0.016] [optim_t 0.382] [lr 0.001125] [CE 4.486 (4.059)] [KD 2.842 (2.666)] +2024-10-18 20:22:58,524 - Train: 58.47% [731400/1251000] [584.7/1000.0] [batch_t 0.382 (0.425)] [data_t 0.016] [optim_t 0.366] [lr 0.001125] [CE 3.993 (4.079)] [KD 2.620 (2.708)] +2024-10-18 20:23:19,842 - Train: 58.47% [731450/1251000] [584.7/1000.0] [batch_t 0.362 (0.426)] [data_t 0.016] [optim_t 0.346] [lr 0.001125] [CE 3.992 (4.056)] [KD 2.604 (2.646)] +2024-10-18 20:23:40,819 - Train: 58.47% [731500/1251000] [584.7/1000.0] [batch_t 0.383 (0.419)] [data_t 0.015] [optim_t 0.368] [lr 0.001124] [CE 3.847 (4.103)] [KD 2.554 (2.680)] +2024-10-18 20:24:02,263 - Train: 58.48% [731550/1251000] [584.8/1000.0] [batch_t 0.472 (0.429)] [data_t 0.016] [optim_t 0.456] [lr 0.001124] [CE 4.122 (4.152)] [KD 2.703 (2.732)] +2024-10-18 20:24:23,645 - Train: 58.48% [731600/1251000] [584.8/1000.0] [batch_t 0.414 (0.427)] [data_t 0.015] [optim_t 0.398] [lr 0.001124] [CE 3.815 (4.063)] [KD 2.523 (2.644)] +2024-10-18 20:24:45,228 - Train: 58.49% [731650/1251000] [584.9/1000.0] [batch_t 0.570 (0.432)] [data_t 0.015] [optim_t 0.555] [lr 0.001124] [CE 4.119 (4.063)] [KD 2.715 (2.660)] +2024-10-18 20:25:06,665 - Train: 58.49% [731700/1251000] [584.9/1000.0] [batch_t 0.449 (0.429)] [data_t 0.015] [optim_t 0.434] [lr 0.001124] [CE 3.792 (4.121)] [KD 2.546 (2.682)] +2024-10-18 20:25:27,825 - Train: 58.49% [731750/1251000] [584.9/1000.0] [batch_t 0.442 (0.423)] [data_t 0.015] [optim_t 0.427] [lr 0.001123] [CE 4.104 (4.061)] [KD 2.560 (2.659)] +2024-10-18 20:25:49,404 - Train: 58.50% [731800/1251000] [585.0/1000.0] [batch_t 0.374 (0.431)] [data_t 0.015] [optim_t 0.359] [lr 0.001123] [CE 4.158 (4.078)] [KD 2.721 (2.698)] +2024-10-18 20:26:25,165 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39474] [top5_cnt 47353] [top_all 50000] +2024-10-18 20:26:25,166 - net: 78.948 (94.706) +2024-10-18 20:26:46,433 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40808] [top5_cnt 47899] [top_all 50000] +2024-10-18 20:26:46,433 - net_E: 81.616 (95.798) +2024-10-18 20:26:46,598 - Max [top1: 78.948 (epoch: 585)] [top1-ema: 81.616 (epoch: 585)] +2024-10-18 20:26:46,599 - ==> Total time: 3 days, 20:44:55 Eta: 2 days, 17:47:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 20:27:01,598 - Train: 58.50% [731850/1251000] [585.0/1000.0] [batch_t 0.369 (0.522)] [data_t 0.015] [optim_t 0.353] [lr 0.001123] [CE 4.065 (4.129)] [KD 2.712 (2.668)] +2024-10-18 20:27:21,123 - Train: 58.51% [731900/1251000] [585.1/1000.0] [batch_t 0.361 (0.390)] [data_t 0.015] [optim_t 0.345] [lr 0.001123] [CE 3.707 (4.031)] [KD 2.301 (2.601)] +2024-10-18 20:27:43,191 - Train: 58.51% [731950/1251000] [585.1/1000.0] [batch_t 0.517 (0.441)] [data_t 0.015] [optim_t 0.502] [lr 0.001123] [CE 4.132 (4.052)] [KD 2.597 (2.655)] +2024-10-18 20:28:06,046 - Train: 58.51% [732000/1251000] [585.1/1000.0] [batch_t 0.491 (0.457)] [data_t 0.016] [optim_t 0.475] [lr 0.001123] [CE 3.957 (4.100)] [KD 2.715 (2.635)] +2024-10-18 20:28:28,139 - Train: 58.52% [732050/1251000] [585.2/1000.0] [batch_t 0.463 (0.442)] [data_t 0.015] [optim_t 0.447] [lr 0.001122] [CE 4.562 (4.030)] [KD 2.785 (2.649)] +2024-10-18 20:28:50,364 - Train: 58.52% [732100/1251000] [585.2/1000.0] [batch_t 0.417 (0.444)] [data_t 0.015] [optim_t 0.401] [lr 0.001122] [CE 4.018 (4.070)] [KD 2.626 (2.669)] +2024-10-18 20:29:12,625 - Train: 58.53% [732150/1251000] [585.3/1000.0] [batch_t 0.475 (0.445)] [data_t 0.015] [optim_t 0.460] [lr 0.001122] [CE 3.812 (4.067)] [KD 2.383 (2.649)] +2024-10-18 20:29:34,713 - Train: 58.53% [732200/1251000] [585.3/1000.0] [batch_t 0.489 (0.442)] [data_t 0.015] [optim_t 0.473] [lr 0.001122] [CE 3.779 (4.038)] [KD 2.498 (2.616)] +2024-10-18 20:29:56,661 - Train: 58.53% [732250/1251000] [585.3/1000.0] [batch_t 0.444 (0.439)] [data_t 0.015] [optim_t 0.429] [lr 0.001122] [CE 4.298 (4.091)] [KD 2.748 (2.640)] +2024-10-18 20:30:18,958 - Train: 58.54% [732300/1251000] [585.4/1000.0] [batch_t 0.426 (0.446)] [data_t 0.015] [optim_t 0.411] [lr 0.001121] [CE 3.778 (4.122)] [KD 2.354 (2.681)] +2024-10-18 20:30:41,020 - Train: 58.54% [732350/1251000] [585.4/1000.0] [batch_t 0.385 (0.441)] [data_t 0.015] [optim_t 0.370] [lr 0.001121] [CE 3.551 (4.004)] [KD 2.269 (2.624)] +2024-10-18 20:31:02,981 - Train: 58.55% [732400/1251000] [585.5/1000.0] [batch_t 0.471 (0.439)] [data_t 0.015] [optim_t 0.456] [lr 0.001121] [CE 4.183 (4.107)] [KD 2.600 (2.653)] +2024-10-18 20:31:24,964 - Train: 58.55% [732450/1251000] [585.5/1000.0] [batch_t 0.441 (0.440)] [data_t 0.015] [optim_t 0.425] [lr 0.001121] [CE 4.036 (4.071)] [KD 2.788 (2.659)] +2024-10-18 20:31:46,516 - Train: 58.55% [732500/1251000] [585.5/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.001121] [CE 3.873 (4.093)] [KD 2.336 (2.660)] +2024-10-18 20:32:06,955 - Train: 58.56% [732550/1251000] [585.6/1000.0] [batch_t 0.368 (0.409)] [data_t 0.015] [optim_t 0.352] [lr 0.001121] [CE 3.938 (4.043)] [KD 2.660 (2.663)] +2024-10-18 20:32:27,601 - Train: 58.56% [732600/1251000] [585.6/1000.0] [batch_t 0.398 (0.413)] [data_t 0.015] [optim_t 0.382] [lr 0.001120] [CE 4.176 (4.010)] [KD 2.675 (2.614)] +2024-10-18 20:32:48,980 - Train: 58.57% [732650/1251000] [585.7/1000.0] [batch_t 0.461 (0.427)] [data_t 0.015] [optim_t 0.445] [lr 0.001120] [CE 3.979 (4.083)] [KD 2.595 (2.668)] +2024-10-18 20:33:10,258 - Train: 58.57% [732700/1251000] [585.7/1000.0] [batch_t 0.399 (0.425)] [data_t 0.015] [optim_t 0.383] [lr 0.001120] [CE 3.952 (3.994)] [KD 2.595 (2.582)] +2024-10-18 20:33:31,614 - Train: 58.57% [732750/1251000] [585.7/1000.0] [batch_t 0.414 (0.427)] [data_t 0.015] [optim_t 0.399] [lr 0.001120] [CE 3.545 (4.046)] [KD 2.527 (2.636)] +2024-10-18 20:33:53,512 - Train: 58.58% [732800/1251000] [585.8/1000.0] [batch_t 0.405 (0.438)] [data_t 0.015] [optim_t 0.389] [lr 0.001120] [CE 4.102 (4.079)] [KD 2.522 (2.629)] +2024-10-18 20:34:15,037 - Train: 58.58% [732850/1251000] [585.8/1000.0] [batch_t 0.409 (0.430)] [data_t 0.016] [optim_t 0.393] [lr 0.001120] [CE 4.192 (4.142)] [KD 2.862 (2.709)] +2024-10-18 20:34:37,252 - Train: 58.59% [732900/1251000] [585.9/1000.0] [batch_t 0.412 (0.444)] [data_t 0.016] [optim_t 0.397] [lr 0.001119] [CE 3.546 (4.045)] [KD 2.350 (2.621)] +2024-10-18 20:34:59,639 - Train: 58.59% [732950/1251000] [585.9/1000.0] [batch_t 0.362 (0.448)] [data_t 0.016] [optim_t 0.347] [lr 0.001119] [CE 4.216 (4.066)] [KD 2.768 (2.656)] +2024-10-18 20:35:21,100 - Train: 58.59% [733000/1251000] [585.9/1000.0] [batch_t 0.363 (0.429)] [data_t 0.016] [optim_t 0.348] [lr 0.001119] [CE 4.307 (4.042)] [KD 2.884 (2.671)] +2024-10-18 20:35:41,539 - Train: 58.60% [733050/1251000] [586.0/1000.0] [batch_t 0.408 (0.409)] [data_t 0.015] [optim_t 0.393] [lr 0.001119] [CE 4.332 (4.055)] [KD 2.753 (2.651)] +2024-10-18 20:36:17,948 - Test (net): 100.00% [50/50] [batch_t 0.139 (0.437)] [top1_cnt 39195] [top5_cnt 47244] [top_all 50000] +2024-10-18 20:36:17,948 - net: 78.390 (94.488) +2024-10-18 20:36:39,475 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40822] [top5_cnt 47909] [top_all 50000] +2024-10-18 20:36:39,476 - net_E: 81.644 (95.818) +2024-10-18 20:36:39,642 - Max [top1: 78.948 (epoch: 585)] [top1-ema: 81.644 (epoch: 586)] +2024-10-18 20:36:39,642 - ==> Total time: 3 days, 20:54:48 Eta: 2 days, 17:38:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 20:36:52,685 - Train: 58.60% [733100/1251000] [586.0/1000.0] [batch_t 0.363 (0.523)] [data_t 0.015] [optim_t 0.347] [lr 0.001119] [CE 4.514 (4.188)] [KD 2.979 (2.725)] +2024-10-18 20:37:13,176 - Train: 58.61% [733150/1251000] [586.1/1000.0] [batch_t 0.435 (0.410)] [data_t 0.015] [optim_t 0.419] [lr 0.001118] [CE 4.732 (4.074)] [KD 2.854 (2.645)] +2024-10-18 20:37:35,318 - Train: 58.61% [733200/1251000] [586.1/1000.0] [batch_t 0.424 (0.443)] [data_t 0.015] [optim_t 0.409] [lr 0.001118] [CE 3.992 (4.003)] [KD 2.577 (2.575)] +2024-10-18 20:37:56,968 - Train: 58.61% [733250/1251000] [586.1/1000.0] [batch_t 0.439 (0.433)] [data_t 0.015] [optim_t 0.423] [lr 0.001118] [CE 3.746 (4.015)] [KD 2.511 (2.611)] +2024-10-18 20:38:18,177 - Train: 58.62% [733300/1251000] [586.2/1000.0] [batch_t 0.524 (0.424)] [data_t 0.016] [optim_t 0.508] [lr 0.001118] [CE 4.228 (4.015)] [KD 2.728 (2.606)] +2024-10-18 20:38:39,462 - Train: 58.62% [733350/1251000] [586.2/1000.0] [batch_t 0.434 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.001118] [CE 3.974 (3.985)] [KD 2.688 (2.606)] +2024-10-18 20:39:01,001 - Train: 58.63% [733400/1251000] [586.3/1000.0] [batch_t 0.426 (0.431)] [data_t 0.016] [optim_t 0.411] [lr 0.001118] [CE 3.269 (3.951)] [KD 2.029 (2.570)] +2024-10-18 20:39:22,700 - Train: 58.63% [733450/1251000] [586.3/1000.0] [batch_t 0.456 (0.434)] [data_t 0.015] [optim_t 0.440] [lr 0.001117] [CE 4.297 (4.046)] [KD 2.591 (2.604)] +2024-10-18 20:39:44,744 - Train: 58.63% [733500/1251000] [586.3/1000.0] [batch_t 0.437 (0.441)] [data_t 0.016] [optim_t 0.422] [lr 0.001117] [CE 3.558 (4.024)] [KD 2.254 (2.640)] +2024-10-18 20:40:05,265 - Train: 58.64% [733550/1251000] [586.4/1000.0] [batch_t 0.361 (0.410)] [data_t 0.015] [optim_t 0.345] [lr 0.001117] [CE 3.761 (4.059)] [KD 2.392 (2.632)] +2024-10-18 20:40:25,588 - Train: 58.64% [733600/1251000] [586.4/1000.0] [batch_t 0.365 (0.406)] [data_t 0.016] [optim_t 0.349] [lr 0.001117] [CE 3.841 (3.910)] [KD 2.521 (2.555)] +2024-10-18 20:40:47,177 - Train: 58.65% [733650/1251000] [586.5/1000.0] [batch_t 0.454 (0.432)] [data_t 0.016] [optim_t 0.438] [lr 0.001117] [CE 3.739 (4.071)] [KD 2.599 (2.665)] +2024-10-18 20:41:08,354 - Train: 58.65% [733700/1251000] [586.5/1000.0] [batch_t 0.439 (0.423)] [data_t 0.015] [optim_t 0.424] [lr 0.001116] [CE 4.171 (4.055)] [KD 2.504 (2.601)] +2024-10-18 20:41:29,969 - Train: 58.65% [733750/1251000] [586.5/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.001116] [CE 4.116 (4.020)] [KD 2.717 (2.621)] +2024-10-18 20:41:51,101 - Train: 58.66% [733800/1251000] [586.6/1000.0] [batch_t 0.375 (0.423)] [data_t 0.015] [optim_t 0.360] [lr 0.001116] [CE 3.932 (4.084)] [KD 2.613 (2.638)] +2024-10-18 20:42:12,292 - Train: 58.66% [733850/1251000] [586.6/1000.0] [batch_t 0.406 (0.424)] [data_t 0.015] [optim_t 0.391] [lr 0.001116] [CE 4.673 (4.066)] [KD 2.949 (2.671)] +2024-10-18 20:42:33,655 - Train: 58.67% [733900/1251000] [586.7/1000.0] [batch_t 0.425 (0.427)] [data_t 0.015] [optim_t 0.410] [lr 0.001116] [CE 4.547 (4.056)] [KD 3.119 (2.667)] +2024-10-18 20:42:55,686 - Train: 58.67% [733950/1251000] [586.7/1000.0] [batch_t 0.408 (0.441)] [data_t 0.016] [optim_t 0.392] [lr 0.001116] [CE 4.472 (4.067)] [KD 2.783 (2.652)] +2024-10-18 20:43:17,315 - Train: 58.67% [734000/1251000] [586.7/1000.0] [batch_t 0.479 (0.432)] [data_t 0.015] [optim_t 0.464] [lr 0.001115] [CE 4.030 (4.067)] [KD 2.579 (2.684)] +2024-10-18 20:43:38,033 - Train: 58.68% [734050/1251000] [586.8/1000.0] [batch_t 0.455 (0.414)] [data_t 0.015] [optim_t 0.440] [lr 0.001115] [CE 4.230 (4.047)] [KD 2.696 (2.641)] +2024-10-18 20:43:58,967 - Train: 58.68% [734100/1251000] [586.8/1000.0] [batch_t 0.467 (0.419)] [data_t 0.015] [optim_t 0.451] [lr 0.001115] [CE 4.297 (4.062)] [KD 2.874 (2.681)] +2024-10-18 20:44:21,258 - Train: 58.69% [734150/1251000] [586.9/1000.0] [batch_t 0.477 (0.446)] [data_t 0.015] [optim_t 0.462] [lr 0.001115] [CE 3.633 (4.101)] [KD 2.514 (2.691)] +2024-10-18 20:44:43,597 - Train: 58.69% [734200/1251000] [586.9/1000.0] [batch_t 0.361 (0.447)] [data_t 0.016] [optim_t 0.346] [lr 0.001115] [CE 3.950 (4.121)] [KD 2.565 (2.675)] +2024-10-18 20:45:05,424 - Train: 58.69% [734250/1251000] [586.9/1000.0] [batch_t 0.359 (0.436)] [data_t 0.015] [optim_t 0.343] [lr 0.001114] [CE 4.288 (4.131)] [KD 2.753 (2.674)] +2024-10-18 20:45:26,931 - Train: 58.70% [734300/1251000] [587.0/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.001114] [CE 4.117 (4.077)] [KD 2.568 (2.664)] +2024-10-18 20:46:03,296 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 39267] [top5_cnt 47294] [top_all 50000] +2024-10-18 20:46:03,296 - net: 78.534 (94.588) +2024-10-18 20:46:24,459 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 40811] [top5_cnt 47912] [top_all 50000] +2024-10-18 20:46:24,460 - net_E: 81.622 (95.824) +2024-10-18 20:46:24,615 - Max [top1: 78.948 (epoch: 585)] [top1-ema: 81.644 (epoch: 586)] +2024-10-18 20:46:24,615 - ==> Total time: 3 days, 21:04:33 Eta: 2 days, 17:29:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 20:46:36,053 - Train: 58.70% [734350/1251000] [587.0/1000.0] [batch_t 0.359 (0.775)] [data_t 0.016] [optim_t 0.344] [lr 0.001114] [CE 4.071 (3.888)] [KD 2.709 (2.533)] +2024-10-18 20:46:55,242 - Train: 58.71% [734400/1251000] [587.1/1000.0] [batch_t 0.409 (0.384)] [data_t 0.067] [optim_t 0.342] [lr 0.001114] [CE 4.138 (4.017)] [KD 2.617 (2.601)] +2024-10-18 20:47:15,828 - Train: 58.71% [734450/1251000] [587.1/1000.0] [batch_t 0.484 (0.412)] [data_t 0.142] [optim_t 0.341] [lr 0.001114] [CE 3.637 (3.939)] [KD 2.571 (2.548)] +2024-10-18 20:47:37,828 - Train: 58.71% [734500/1251000] [587.1/1000.0] [batch_t 0.413 (0.440)] [data_t 0.016] [optim_t 0.397] [lr 0.001114] [CE 4.015 (4.102)] [KD 2.793 (2.653)] +2024-10-18 20:47:59,483 - Train: 58.72% [734550/1251000] [587.2/1000.0] [batch_t 0.444 (0.433)] [data_t 0.015] [optim_t 0.429] [lr 0.001113] [CE 4.044 (4.075)] [KD 2.593 (2.640)] +2024-10-18 20:48:21,188 - Train: 58.72% [734600/1251000] [587.2/1000.0] [batch_t 0.482 (0.434)] [data_t 0.015] [optim_t 0.467] [lr 0.001113] [CE 3.963 (4.043)] [KD 2.577 (2.622)] +2024-10-18 20:48:42,887 - Train: 58.73% [734650/1251000] [587.3/1000.0] [batch_t 0.444 (0.434)] [data_t 0.015] [optim_t 0.428] [lr 0.001113] [CE 3.719 (4.095)] [KD 2.325 (2.630)] +2024-10-18 20:49:04,328 - Train: 58.73% [734700/1251000] [587.3/1000.0] [batch_t 0.446 (0.429)] [data_t 0.015] [optim_t 0.430] [lr 0.001113] [CE 4.133 (4.080)] [KD 2.469 (2.628)] +2024-10-18 20:49:25,870 - Train: 58.73% [734750/1251000] [587.3/1000.0] [batch_t 0.405 (0.431)] [data_t 0.015] [optim_t 0.390] [lr 0.001113] [CE 3.984 (4.028)] [KD 2.672 (2.635)] +2024-10-18 20:49:47,651 - Train: 58.74% [734800/1251000] [587.4/1000.0] [batch_t 0.436 (0.436)] [data_t 0.015] [optim_t 0.421] [lr 0.001112] [CE 4.095 (4.077)] [KD 2.635 (2.710)] +2024-10-18 20:50:09,809 - Train: 58.74% [734850/1251000] [587.4/1000.0] [batch_t 0.360 (0.443)] [data_t 0.015] [optim_t 0.345] [lr 0.001112] [CE 3.661 (4.030)] [KD 2.482 (2.649)] +2024-10-18 20:50:30,947 - Train: 58.75% [734900/1251000] [587.5/1000.0] [batch_t 0.496 (0.423)] [data_t 0.015] [optim_t 0.480] [lr 0.001112] [CE 4.367 (4.049)] [KD 2.720 (2.649)] +2024-10-18 20:50:52,621 - Train: 58.75% [734950/1251000] [587.5/1000.0] [batch_t 0.457 (0.433)] [data_t 0.016] [optim_t 0.441] [lr 0.001112] [CE 4.344 (3.997)] [KD 2.971 (2.606)] +2024-10-18 20:51:13,683 - Train: 58.75% [735000/1251000] [587.5/1000.0] [batch_t 0.415 (0.421)] [data_t 0.015] [optim_t 0.399] [lr 0.001112] [CE 4.212 (3.990)] [KD 2.833 (2.589)] +2024-10-18 20:51:34,209 - Train: 58.76% [735050/1251000] [587.6/1000.0] [batch_t 0.382 (0.410)] [data_t 0.016] [optim_t 0.366] [lr 0.001112] [CE 4.479 (4.045)] [KD 2.938 (2.641)] +2024-10-18 20:51:55,047 - Train: 58.76% [735100/1251000] [587.6/1000.0] [batch_t 0.395 (0.417)] [data_t 0.016] [optim_t 0.380] [lr 0.001111] [CE 3.426 (4.020)] [KD 2.297 (2.669)] +2024-10-18 20:52:15,815 - Train: 58.76% [735150/1251000] [587.6/1000.0] [batch_t 0.361 (0.415)] [data_t 0.015] [optim_t 0.346] [lr 0.001111] [CE 4.094 (4.036)] [KD 2.726 (2.671)] +2024-10-18 20:52:38,045 - Train: 58.77% [735200/1251000] [587.7/1000.0] [batch_t 0.451 (0.444)] [data_t 0.016] [optim_t 0.436] [lr 0.001111] [CE 4.317 (4.067)] [KD 2.951 (2.676)] +2024-10-18 20:52:59,641 - Train: 58.77% [735250/1251000] [587.7/1000.0] [batch_t 0.442 (0.432)] [data_t 0.016] [optim_t 0.426] [lr 0.001111] [CE 4.228 (4.093)] [KD 2.886 (2.662)] +2024-10-18 20:53:21,388 - Train: 58.78% [735300/1251000] [587.8/1000.0] [batch_t 0.359 (0.435)] [data_t 0.015] [optim_t 0.344] [lr 0.001111] [CE 4.116 (4.050)] [KD 2.662 (2.634)] +2024-10-18 20:53:43,157 - Train: 58.78% [735350/1251000] [587.8/1000.0] [batch_t 0.422 (0.435)] [data_t 0.015] [optim_t 0.407] [lr 0.001111] [CE 3.890 (4.091)] [KD 2.556 (2.674)] +2024-10-18 20:54:04,735 - Train: 58.78% [735400/1251000] [587.8/1000.0] [batch_t 0.363 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.001110] [CE 3.876 (4.126)] [KD 2.583 (2.660)] +2024-10-18 20:54:25,674 - Train: 58.79% [735450/1251000] [587.9/1000.0] [batch_t 0.418 (0.419)] [data_t 0.015] [optim_t 0.402] [lr 0.001110] [CE 4.416 (4.132)] [KD 2.715 (2.635)] +2024-10-18 20:54:47,519 - Train: 58.79% [735500/1251000] [587.9/1000.0] [batch_t 0.418 (0.437)] [data_t 0.015] [optim_t 0.402] [lr 0.001110] [CE 3.693 (4.073)] [KD 2.557 (2.661)] +2024-10-18 20:55:08,723 - Train: 58.80% [735550/1251000] [588.0/1000.0] [batch_t 0.471 (0.424)] [data_t 0.016] [optim_t 0.455] [lr 0.001110] [CE 3.888 (4.074)] [KD 2.548 (2.627)] +2024-10-18 20:55:44,918 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 39147] [top5_cnt 47166] [top_all 50000] +2024-10-18 20:55:44,919 - net: 78.294 (94.332) +2024-10-18 20:56:05,858 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.410)] [top1_cnt 40790] [top5_cnt 47908] [top_all 50000] +2024-10-18 20:56:05,859 - net_E: 81.580 (95.816) +2024-10-18 20:56:06,031 - Max [top1: 78.948 (epoch: 585)] [top1-ema: 81.644 (epoch: 586)] +2024-10-18 20:56:06,032 - ==> Total time: 3 days, 21:14:14 Eta: 2 days, 17:19:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 20:56:17,085 - Train: 58.80% [735600/1251000] [588.0/1000.0] [batch_t 0.365 (0.791)] [data_t 0.016] [optim_t 0.350] [lr 0.001110] [CE 4.193 (4.029)] [KD 2.664 (2.647)] +2024-10-18 20:56:37,002 - Train: 58.80% [735650/1251000] [588.0/1000.0] [batch_t 0.425 (0.398)] [data_t 0.081] [optim_t 0.344] [lr 0.001109] [CE 4.081 (4.095)] [KD 2.664 (2.638)] +2024-10-18 20:56:58,663 - Train: 58.81% [735700/1251000] [588.1/1000.0] [batch_t 0.504 (0.433)] [data_t 0.015] [optim_t 0.489] [lr 0.001109] [CE 4.555 (4.120)] [KD 2.924 (2.668)] +2024-10-18 20:57:20,486 - Train: 58.81% [735750/1251000] [588.1/1000.0] [batch_t 0.442 (0.436)] [data_t 0.015] [optim_t 0.427] [lr 0.001109] [CE 4.337 (4.110)] [KD 2.760 (2.653)] +2024-10-18 20:57:42,130 - Train: 58.82% [735800/1251000] [588.2/1000.0] [batch_t 0.405 (0.433)] [data_t 0.015] [optim_t 0.389] [lr 0.001109] [CE 3.851 (3.973)] [KD 2.452 (2.578)] +2024-10-18 20:58:03,530 - Train: 58.82% [735850/1251000] [588.2/1000.0] [batch_t 0.457 (0.428)] [data_t 0.016] [optim_t 0.441] [lr 0.001109] [CE 3.969 (4.017)] [KD 2.850 (2.636)] +2024-10-18 20:58:24,895 - Train: 58.82% [735900/1251000] [588.2/1000.0] [batch_t 0.411 (0.427)] [data_t 0.015] [optim_t 0.396] [lr 0.001109] [CE 3.636 (4.022)] [KD 2.414 (2.597)] +2024-10-18 20:58:46,003 - Train: 58.83% [735950/1251000] [588.3/1000.0] [batch_t 0.418 (0.422)] [data_t 0.015] [optim_t 0.403] [lr 0.001108] [CE 4.332 (4.027)] [KD 2.841 (2.609)] +2024-10-18 20:59:07,564 - Train: 58.83% [736000/1251000] [588.3/1000.0] [batch_t 0.457 (0.431)] [data_t 0.016] [optim_t 0.442] [lr 0.001108] [CE 4.491 (4.060)] [KD 2.935 (2.639)] +2024-10-18 20:59:28,867 - Train: 58.84% [736050/1251000] [588.4/1000.0] [batch_t 0.453 (0.426)] [data_t 0.015] [optim_t 0.437] [lr 0.001108] [CE 4.247 (4.095)] [KD 2.803 (2.666)] +2024-10-18 20:59:50,283 - Train: 58.84% [736100/1251000] [588.4/1000.0] [batch_t 0.435 (0.428)] [data_t 0.015] [optim_t 0.420] [lr 0.001108] [CE 4.567 (4.114)] [KD 2.900 (2.671)] +2024-10-18 21:00:11,514 - Train: 58.84% [736150/1251000] [588.4/1000.0] [batch_t 0.399 (0.425)] [data_t 0.015] [optim_t 0.384] [lr 0.001108] [CE 3.608 (4.125)] [KD 2.526 (2.675)] +2024-10-18 21:00:33,095 - Train: 58.85% [736200/1251000] [588.5/1000.0] [batch_t 0.362 (0.432)] [data_t 0.016] [optim_t 0.346] [lr 0.001107] [CE 3.801 (3.998)] [KD 2.615 (2.609)] +2024-10-18 21:00:54,416 - Train: 58.85% [736250/1251000] [588.5/1000.0] [batch_t 0.405 (0.426)] [data_t 0.015] [optim_t 0.390] [lr 0.001107] [CE 4.410 (4.120)] [KD 2.725 (2.665)] +2024-10-18 21:01:15,888 - Train: 58.86% [736300/1251000] [588.6/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.001107] [CE 4.022 (4.065)] [KD 2.467 (2.623)] +2024-10-18 21:01:37,348 - Train: 58.86% [736350/1251000] [588.6/1000.0] [batch_t 0.533 (0.429)] [data_t 0.015] [optim_t 0.518] [lr 0.001107] [CE 4.449 (4.058)] [KD 2.962 (2.627)] +2024-10-18 21:01:58,847 - Train: 58.86% [736400/1251000] [588.6/1000.0] [batch_t 0.420 (0.430)] [data_t 0.015] [optim_t 0.404] [lr 0.001107] [CE 3.922 (4.150)] [KD 2.587 (2.676)] +2024-10-18 21:02:20,078 - Train: 58.87% [736450/1251000] [588.7/1000.0] [batch_t 0.436 (0.424)] [data_t 0.016] [optim_t 0.420] [lr 0.001107] [CE 3.666 (4.013)] [KD 2.281 (2.602)] +2024-10-18 21:02:41,507 - Train: 58.87% [736500/1251000] [588.7/1000.0] [batch_t 0.414 (0.428)] [data_t 0.015] [optim_t 0.398] [lr 0.001106] [CE 4.224 (4.058)] [KD 2.746 (2.650)] +2024-10-18 21:03:03,056 - Train: 58.88% [736550/1251000] [588.8/1000.0] [batch_t 0.371 (0.431)] [data_t 0.016] [optim_t 0.356] [lr 0.001106] [CE 4.269 (4.019)] [KD 2.687 (2.653)] +2024-10-18 21:03:24,528 - Train: 58.88% [736600/1251000] [588.8/1000.0] [batch_t 0.447 (0.429)] [data_t 0.016] [optim_t 0.432] [lr 0.001106] [CE 4.149 (4.036)] [KD 2.669 (2.657)] +2024-10-18 21:03:46,113 - Train: 58.88% [736650/1251000] [588.8/1000.0] [batch_t 0.495 (0.432)] [data_t 0.015] [optim_t 0.479] [lr 0.001106] [CE 4.446 (4.127)] [KD 2.844 (2.703)] +2024-10-18 21:04:07,759 - Train: 58.89% [736700/1251000] [588.9/1000.0] [batch_t 0.437 (0.433)] [data_t 0.015] [optim_t 0.421] [lr 0.001106] [CE 4.201 (4.082)] [KD 2.712 (2.669)] +2024-10-18 21:04:29,165 - Train: 58.89% [736750/1251000] [588.9/1000.0] [batch_t 0.385 (0.428)] [data_t 0.015] [optim_t 0.369] [lr 0.001106] [CE 4.488 (4.011)] [KD 2.844 (2.597)] +2024-10-18 21:04:51,032 - Train: 58.90% [736800/1251000] [589.0/1000.0] [batch_t 0.422 (0.437)] [data_t 0.016] [optim_t 0.406] [lr 0.001105] [CE 3.831 (4.059)] [KD 2.471 (2.656)] +2024-10-18 21:05:28,042 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 39393] [top5_cnt 47292] [top_all 50000] +2024-10-18 21:05:28,043 - net: 78.786 (94.584) +2024-10-18 21:05:49,482 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 40826] [top5_cnt 47914] [top_all 50000] +2024-10-18 21:05:49,483 - net_E: 81.652 (95.828) +2024-10-18 21:05:49,640 - Max [top1: 78.948 (epoch: 585)] [top1-ema: 81.652 (epoch: 589)] +2024-10-18 21:05:49,640 - ==> Total time: 3 days, 21:23:58 Eta: 2 days, 17:10:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 21:06:01,492 - Train: 58.90% [736850/1251000] [589.0/1000.0] [batch_t 0.364 (0.659)] [data_t 0.016] [optim_t 0.348] [lr 0.001105] [CE 3.979 (4.194)] [KD 2.479 (2.707)] +2024-10-18 21:06:21,521 - Train: 58.90% [736900/1251000] [589.0/1000.0] [batch_t 0.363 (0.400)] [data_t 0.015] [optim_t 0.348] [lr 0.001105] [CE 4.279 (4.009)] [KD 2.652 (2.592)] +2024-10-18 21:06:44,186 - Train: 58.91% [736950/1251000] [589.1/1000.0] [batch_t 0.996 (0.453)] [data_t 0.016] [optim_t 0.980] [lr 0.001105] [CE 3.931 (4.096)] [KD 2.683 (2.645)] +2024-10-18 21:07:06,205 - Train: 58.91% [737000/1251000] [589.1/1000.0] [batch_t 0.459 (0.440)] [data_t 0.015] [optim_t 0.444] [lr 0.001105] [CE 3.892 (4.091)] [KD 2.506 (2.663)] +2024-10-18 21:07:27,958 - Train: 58.92% [737050/1251000] [589.2/1000.0] [batch_t 0.487 (0.435)] [data_t 0.015] [optim_t 0.472] [lr 0.001104] [CE 4.145 (4.029)] [KD 2.841 (2.657)] +2024-10-18 21:07:50,259 - Train: 58.92% [737100/1251000] [589.2/1000.0] [batch_t 0.435 (0.446)] [data_t 0.015] [optim_t 0.420] [lr 0.001104] [CE 3.828 (4.054)] [KD 2.548 (2.629)] +2024-10-18 21:08:11,832 - Train: 58.92% [737150/1251000] [589.2/1000.0] [batch_t 0.383 (0.431)] [data_t 0.015] [optim_t 0.368] [lr 0.001104] [CE 4.091 (3.998)] [KD 2.880 (2.613)] +2024-10-18 21:08:32,903 - Train: 58.93% [737200/1251000] [589.3/1000.0] [batch_t 0.880 (0.421)] [data_t 0.015] [optim_t 0.865] [lr 0.001104] [CE 4.018 (4.099)] [KD 2.530 (2.660)] +2024-10-18 21:08:53,059 - Train: 58.93% [737250/1251000] [589.3/1000.0] [batch_t 0.362 (0.403)] [data_t 0.015] [optim_t 0.347] [lr 0.001104] [CE 4.468 (4.064)] [KD 2.814 (2.655)] +2024-10-18 21:09:14,123 - Train: 58.94% [737300/1251000] [589.4/1000.0] [batch_t 0.404 (0.421)] [data_t 0.015] [optim_t 0.389] [lr 0.001104] [CE 4.626 (4.026)] [KD 3.045 (2.651)] +2024-10-18 21:09:36,119 - Train: 58.94% [737350/1251000] [589.4/1000.0] [batch_t 0.520 (0.440)] [data_t 0.015] [optim_t 0.505] [lr 0.001103] [CE 4.188 (4.075)] [KD 2.752 (2.639)] +2024-10-18 21:09:57,781 - Train: 58.94% [737400/1251000] [589.4/1000.0] [batch_t 0.522 (0.433)] [data_t 0.015] [optim_t 0.507] [lr 0.001103] [CE 3.889 (4.018)] [KD 2.465 (2.618)] +2024-10-18 21:10:20,012 - Train: 58.95% [737450/1251000] [589.5/1000.0] [batch_t 0.462 (0.445)] [data_t 0.015] [optim_t 0.447] [lr 0.001103] [CE 4.513 (4.051)] [KD 2.943 (2.635)] +2024-10-18 21:10:41,902 - Train: 58.95% [737500/1251000] [589.5/1000.0] [batch_t 0.432 (0.438)] [data_t 0.015] [optim_t 0.416] [lr 0.001103] [CE 3.689 (4.038)] [KD 2.374 (2.643)] +2024-10-18 21:11:03,869 - Train: 58.96% [737550/1251000] [589.6/1000.0] [batch_t 0.363 (0.439)] [data_t 0.015] [optim_t 0.347] [lr 0.001103] [CE 3.914 (4.028)] [KD 2.604 (2.618)] +2024-10-18 21:11:24,872 - Train: 58.96% [737600/1251000] [589.6/1000.0] [batch_t 0.363 (0.420)] [data_t 0.015] [optim_t 0.348] [lr 0.001102] [CE 3.731 (4.109)] [KD 2.454 (2.672)] +2024-10-18 21:11:45,480 - Train: 58.96% [737650/1251000] [589.6/1000.0] [batch_t 0.370 (0.412)] [data_t 0.016] [optim_t 0.354] [lr 0.001102] [CE 4.288 (4.082)] [KD 2.745 (2.671)] +2024-10-18 21:12:07,099 - Train: 58.97% [737700/1251000] [589.7/1000.0] [batch_t 0.391 (0.432)] [data_t 0.015] [optim_t 0.376] [lr 0.001102] [CE 4.166 (4.115)] [KD 2.720 (2.689)] +2024-10-18 21:12:29,022 - Train: 58.97% [737750/1251000] [589.7/1000.0] [batch_t 0.414 (0.438)] [data_t 0.015] [optim_t 0.398] [lr 0.001102] [CE 3.962 (4.028)] [KD 2.495 (2.617)] +2024-10-18 21:12:50,677 - Train: 58.98% [737800/1251000] [589.8/1000.0] [batch_t 0.382 (0.433)] [data_t 0.015] [optim_t 0.367] [lr 0.001102] [CE 4.158 (4.098)] [KD 2.658 (2.665)] +2024-10-18 21:13:12,171 - Train: 58.98% [737850/1251000] [589.8/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.001102] [CE 4.349 (4.033)] [KD 2.652 (2.588)] +2024-10-18 21:13:33,709 - Train: 58.98% [737900/1251000] [589.8/1000.0] [batch_t 0.458 (0.431)] [data_t 0.015] [optim_t 0.443] [lr 0.001101] [CE 4.055 (4.076)] [KD 2.594 (2.632)] +2024-10-18 21:13:55,548 - Train: 58.99% [737950/1251000] [589.9/1000.0] [batch_t 0.451 (0.437)] [data_t 0.016] [optim_t 0.436] [lr 0.001101] [CE 4.150 (4.095)] [KD 2.545 (2.661)] +2024-10-18 21:14:17,463 - Train: 58.99% [738000/1251000] [589.9/1000.0] [batch_t 0.424 (0.438)] [data_t 0.015] [optim_t 0.409] [lr 0.001101] [CE 4.076 (4.085)] [KD 2.374 (2.635)] +2024-10-18 21:14:38,739 - Train: 59.00% [738050/1251000] [590.0/1000.0] [batch_t 0.388 (0.425)] [data_t 0.015] [optim_t 0.372] [lr 0.001101] [CE 4.434 (3.972)] [KD 2.827 (2.605)] +2024-10-18 21:15:15,860 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 39424] [top5_cnt 47301] [top_all 50000] +2024-10-18 21:15:15,860 - net: 78.848 (94.602) +2024-10-18 21:15:37,706 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 40800] [top5_cnt 47940] [top_all 50000] +2024-10-18 21:15:37,706 - net_E: 81.600 (95.880) +2024-10-18 21:15:37,873 - Max [top1: 78.948 (epoch: 585)] [top1-ema: 81.652 (epoch: 589)] +2024-10-18 21:15:37,873 - ==> Total time: 3 days, 21:33:46 Eta: 2 days, 17:01:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 21:15:48,078 - Train: 59.00% [738100/1251000] [590.0/1000.0] [batch_t 0.360 (0.872)] [data_t 0.015] [optim_t 0.345] [lr 0.001101] [CE 3.462 (3.918)] [KD 2.427 (2.534)] +2024-10-18 21:16:08,529 - Train: 59.00% [738150/1251000] [590.0/1000.0] [batch_t 0.556 (0.409)] [data_t 0.016] [optim_t 0.540] [lr 0.001100] [CE 4.011 (4.054)] [KD 2.537 (2.647)] +2024-10-18 21:16:31,961 - Train: 59.01% [738200/1251000] [590.1/1000.0] [batch_t 0.515 (0.469)] [data_t 0.015] [optim_t 0.499] [lr 0.001100] [CE 4.514 (3.976)] [KD 2.998 (2.589)] +2024-10-18 21:16:54,582 - Train: 59.01% [738250/1251000] [590.1/1000.0] [batch_t 0.401 (0.452)] [data_t 0.015] [optim_t 0.386] [lr 0.001100] [CE 3.928 (4.010)] [KD 2.597 (2.603)] +2024-10-18 21:17:15,225 - Train: 59.02% [738300/1251000] [590.2/1000.0] [batch_t 0.369 (0.413)] [data_t 0.015] [optim_t 0.353] [lr 0.001100] [CE 4.155 (4.067)] [KD 2.706 (2.601)] +2024-10-18 21:17:36,762 - Train: 59.02% [738350/1251000] [590.2/1000.0] [batch_t 0.490 (0.431)] [data_t 0.015] [optim_t 0.475] [lr 0.001100] [CE 3.778 (4.023)] [KD 2.566 (2.592)] +2024-10-18 21:17:58,650 - Train: 59.02% [738400/1251000] [590.2/1000.0] [batch_t 0.422 (0.438)] [data_t 0.015] [optim_t 0.407] [lr 0.001100] [CE 3.904 (3.965)] [KD 2.531 (2.594)] +2024-10-18 21:18:19,768 - Train: 59.03% [738450/1251000] [590.3/1000.0] [batch_t 0.431 (0.422)] [data_t 0.016] [optim_t 0.415] [lr 0.001099] [CE 4.101 (4.050)] [KD 2.660 (2.615)] +2024-10-18 21:18:40,768 - Train: 59.03% [738500/1251000] [590.3/1000.0] [batch_t 0.434 (0.420)] [data_t 0.015] [optim_t 0.419] [lr 0.001099] [CE 4.367 (4.128)] [KD 2.625 (2.675)] +2024-10-18 21:19:01,890 - Train: 59.04% [738550/1251000] [590.4/1000.0] [batch_t 0.478 (0.422)] [data_t 0.016] [optim_t 0.463] [lr 0.001099] [CE 4.631 (4.101)] [KD 3.084 (2.651)] +2024-10-18 21:19:22,931 - Train: 59.04% [738600/1251000] [590.4/1000.0] [batch_t 0.445 (0.421)] [data_t 0.016] [optim_t 0.430] [lr 0.001099] [CE 3.937 (4.042)] [KD 2.537 (2.603)] +2024-10-18 21:19:44,613 - Train: 59.04% [738650/1251000] [590.4/1000.0] [batch_t 0.481 (0.433)] [data_t 0.015] [optim_t 0.465] [lr 0.001099] [CE 4.319 (3.984)] [KD 2.619 (2.590)] +2024-10-18 21:20:04,870 - Train: 59.05% [738700/1251000] [590.5/1000.0] [batch_t 0.460 (0.405)] [data_t 0.015] [optim_t 0.445] [lr 0.001099] [CE 4.189 (4.046)] [KD 2.637 (2.614)] +2024-10-18 21:20:25,294 - Train: 59.05% [738750/1251000] [590.5/1000.0] [batch_t 0.365 (0.408)] [data_t 0.016] [optim_t 0.349] [lr 0.001098] [CE 4.190 (4.129)] [KD 2.650 (2.664)] +2024-10-18 21:20:46,047 - Train: 59.06% [738800/1251000] [590.6/1000.0] [batch_t 0.386 (0.415)] [data_t 0.015] [optim_t 0.371] [lr 0.001098] [CE 3.629 (4.031)] [KD 2.386 (2.589)] +2024-10-18 21:21:07,877 - Train: 59.06% [738850/1251000] [590.6/1000.0] [batch_t 0.487 (0.436)] [data_t 0.015] [optim_t 0.471] [lr 0.001098] [CE 4.374 (4.135)] [KD 2.885 (2.673)] +2024-10-18 21:21:29,494 - Train: 59.06% [738900/1251000] [590.6/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.001098] [CE 4.000 (4.063)] [KD 2.590 (2.633)] +2024-10-18 21:21:50,480 - Train: 59.07% [738950/1251000] [590.7/1000.0] [batch_t 0.417 (0.420)] [data_t 0.015] [optim_t 0.401] [lr 0.001098] [CE 4.294 (4.073)] [KD 2.665 (2.648)] +2024-10-18 21:22:11,915 - Train: 59.07% [739000/1251000] [590.7/1000.0] [batch_t 0.368 (0.429)] [data_t 0.016] [optim_t 0.352] [lr 0.001097] [CE 4.284 (4.098)] [KD 2.899 (2.652)] +2024-10-18 21:22:33,427 - Train: 59.08% [739050/1251000] [590.8/1000.0] [batch_t 0.404 (0.430)] [data_t 0.015] [optim_t 0.389] [lr 0.001097] [CE 3.595 (4.028)] [KD 2.380 (2.608)] +2024-10-18 21:22:54,852 - Train: 59.08% [739100/1251000] [590.8/1000.0] [batch_t 0.451 (0.428)] [data_t 0.015] [optim_t 0.435] [lr 0.001097] [CE 4.369 (4.053)] [KD 2.699 (2.640)] +2024-10-18 21:23:16,498 - Train: 59.08% [739150/1251000] [590.8/1000.0] [batch_t 0.767 (0.433)] [data_t 0.016] [optim_t 0.751] [lr 0.001097] [CE 4.142 (4.074)] [KD 2.614 (2.659)] +2024-10-18 21:23:37,617 - Train: 59.09% [739200/1251000] [590.9/1000.0] [batch_t 0.380 (0.422)] [data_t 0.016] [optim_t 0.364] [lr 0.001097] [CE 3.547 (3.999)] [KD 2.420 (2.629)] +2024-10-18 21:23:58,901 - Train: 59.09% [739250/1251000] [590.9/1000.0] [batch_t 0.407 (0.426)] [data_t 0.016] [optim_t 0.392] [lr 0.001097] [CE 3.939 (4.088)] [KD 2.433 (2.667)] +2024-10-18 21:24:20,364 - Train: 59.10% [739300/1251000] [591.0/1000.0] [batch_t 0.381 (0.429)] [data_t 0.015] [optim_t 0.365] [lr 0.001096] [CE 3.526 (4.073)] [KD 2.299 (2.648)] +2024-10-18 21:24:58,142 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 39363] [top5_cnt 47283] [top_all 50000] +2024-10-18 21:24:58,142 - net: 78.726 (94.566) +2024-10-18 21:25:19,266 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 40800] [top5_cnt 47925] [top_all 50000] +2024-10-18 21:25:19,267 - net_E: 81.600 (95.850) +2024-10-18 21:25:19,419 - Max [top1: 78.948 (epoch: 585)] [top1-ema: 81.652 (epoch: 589)] +2024-10-18 21:25:19,420 - ==> Total time: 3 days, 21:43:28 Eta: 2 days, 16:51:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 21:25:29,740 - Train: 59.10% [739350/1251000] [591.0/1000.0] [batch_t 0.363 (0.969)] [data_t 0.015] [optim_t 0.348] [lr 0.001096] [CE 4.172 (4.000)] [KD 2.527 (2.578)] +2024-10-18 21:25:49,653 - Train: 59.10% [739400/1251000] [591.0/1000.0] [batch_t 0.427 (0.398)] [data_t 0.015] [optim_t 0.412] [lr 0.001096] [CE 4.625 (3.964)] [KD 2.928 (2.570)] +2024-10-18 21:26:12,033 - Train: 59.11% [739450/1251000] [591.1/1000.0] [batch_t 0.403 (0.447)] [data_t 0.016] [optim_t 0.388] [lr 0.001096] [CE 4.236 (3.991)] [KD 2.742 (2.586)] +2024-10-18 21:26:33,600 - Train: 59.11% [739500/1251000] [591.1/1000.0] [batch_t 0.459 (0.431)] [data_t 0.015] [optim_t 0.444] [lr 0.001096] [CE 4.132 (4.038)] [KD 2.727 (2.582)] +2024-10-18 21:26:55,303 - Train: 59.12% [739550/1251000] [591.2/1000.0] [batch_t 0.394 (0.434)] [data_t 0.015] [optim_t 0.379] [lr 0.001095] [CE 3.745 (4.059)] [KD 2.426 (2.605)] +2024-10-18 21:27:17,487 - Train: 59.12% [739600/1251000] [591.2/1000.0] [batch_t 0.463 (0.444)] [data_t 0.015] [optim_t 0.447] [lr 0.001095] [CE 3.494 (4.014)] [KD 2.277 (2.625)] +2024-10-18 21:27:39,220 - Train: 59.12% [739650/1251000] [591.2/1000.0] [batch_t 0.468 (0.435)] [data_t 0.015] [optim_t 0.453] [lr 0.001095] [CE 4.232 (4.058)] [KD 2.585 (2.607)] +2024-10-18 21:28:01,252 - Train: 59.13% [739700/1251000] [591.3/1000.0] [batch_t 0.437 (0.441)] [data_t 0.015] [optim_t 0.422] [lr 0.001095] [CE 4.220 (4.052)] [KD 2.661 (2.630)] +2024-10-18 21:28:22,506 - Train: 59.13% [739750/1251000] [591.3/1000.0] [batch_t 0.358 (0.425)] [data_t 0.015] [optim_t 0.343] [lr 0.001095] [CE 3.799 (4.090)] [KD 2.642 (2.628)] +2024-10-18 21:28:45,051 - Train: 59.14% [739800/1251000] [591.4/1000.0] [batch_t 0.468 (0.451)] [data_t 0.015] [optim_t 0.452] [lr 0.001095] [CE 3.877 (4.044)] [KD 2.541 (2.615)] +2024-10-18 21:29:06,244 - Train: 59.14% [739850/1251000] [591.4/1000.0] [batch_t 0.453 (0.424)] [data_t 0.015] [optim_t 0.438] [lr 0.001094] [CE 4.388 (4.031)] [KD 2.729 (2.647)] +2024-10-18 21:29:27,205 - Train: 59.14% [739900/1251000] [591.4/1000.0] [batch_t 0.359 (0.419)] [data_t 0.015] [optim_t 0.343] [lr 0.001094] [CE 4.110 (4.054)] [KD 2.598 (2.630)] +2024-10-18 21:29:48,154 - Train: 59.15% [739950/1251000] [591.5/1000.0] [batch_t 0.477 (0.419)] [data_t 0.015] [optim_t 0.462] [lr 0.001094] [CE 3.566 (3.973)] [KD 2.343 (2.620)] +2024-10-18 21:30:10,265 - Train: 59.15% [740000/1251000] [591.5/1000.0] [batch_t 0.395 (0.442)] [data_t 0.015] [optim_t 0.380] [lr 0.001094] [CE 4.334 (4.068)] [KD 2.679 (2.641)] +2024-10-18 21:30:31,945 - Train: 59.16% [740050/1251000] [591.6/1000.0] [batch_t 0.555 (0.433)] [data_t 0.016] [optim_t 0.539] [lr 0.001094] [CE 3.669 (4.055)] [KD 2.366 (2.612)] +2024-10-18 21:30:52,832 - Train: 59.16% [740100/1251000] [591.6/1000.0] [batch_t 0.419 (0.418)] [data_t 0.016] [optim_t 0.404] [lr 0.001094] [CE 4.144 (4.037)] [KD 2.668 (2.623)] +2024-10-18 21:31:13,848 - Train: 59.16% [740150/1251000] [591.6/1000.0] [batch_t 0.476 (0.420)] [data_t 0.016] [optim_t 0.461] [lr 0.001093] [CE 4.080 (4.041)] [KD 2.694 (2.617)] +2024-10-18 21:31:35,028 - Train: 59.17% [740200/1251000] [591.7/1000.0] [batch_t 0.403 (0.423)] [data_t 0.015] [optim_t 0.388] [lr 0.001093] [CE 4.058 (4.082)] [KD 2.685 (2.624)] +2024-10-18 21:31:56,113 - Train: 59.17% [740250/1251000] [591.7/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.347] [lr 0.001093] [CE 4.284 (4.061)] [KD 2.983 (2.636)] +2024-10-18 21:32:17,611 - Train: 59.18% [740300/1251000] [591.8/1000.0] [batch_t 0.488 (0.430)] [data_t 0.015] [optim_t 0.473] [lr 0.001093] [CE 4.589 (4.042)] [KD 3.085 (2.635)] +2024-10-18 21:32:38,757 - Train: 59.18% [740350/1251000] [591.8/1000.0] [batch_t 0.375 (0.423)] [data_t 0.016] [optim_t 0.360] [lr 0.001093] [CE 4.030 (4.046)] [KD 2.651 (2.620)] +2024-10-18 21:32:59,923 - Train: 59.18% [740400/1251000] [591.8/1000.0] [batch_t 0.372 (0.423)] [data_t 0.016] [optim_t 0.356] [lr 0.001092] [CE 4.096 (3.990)] [KD 2.587 (2.608)] +2024-10-18 21:33:20,907 - Train: 59.19% [740450/1251000] [591.9/1000.0] [batch_t 0.484 (0.420)] [data_t 0.016] [optim_t 0.469] [lr 0.001092] [CE 4.373 (4.128)] [KD 2.839 (2.663)] +2024-10-18 21:33:42,221 - Train: 59.19% [740500/1251000] [591.9/1000.0] [batch_t 0.399 (0.426)] [data_t 0.015] [optim_t 0.384] [lr 0.001092] [CE 3.760 (4.125)] [KD 2.691 (2.699)] +2024-10-18 21:34:03,505 - Train: 59.20% [740550/1251000] [592.0/1000.0] [batch_t 0.517 (0.426)] [data_t 0.015] [optim_t 0.502] [lr 0.001092] [CE 3.738 (4.051)] [KD 2.641 (2.626)] +2024-10-18 21:34:43,202 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.449)] [top1_cnt 39250] [top5_cnt 47253] [top_all 50000] +2024-10-18 21:34:43,203 - net: 78.500 (94.506) +2024-10-18 21:35:05,059 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40829] [top5_cnt 47905] [top_all 50000] +2024-10-18 21:35:05,059 - net_E: 81.658 (95.810) +2024-10-18 21:35:05,186 - Max [top1: 78.948 (epoch: 585)] [top1-ema: 81.658 (epoch: 592)] +2024-10-18 21:35:05,187 - ==> Total time: 3 days, 21:53:13 Eta: 2 days, 16:42:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 21:35:16,105 - Train: 59.20% [740600/1251000] [592.0/1000.0] [batch_t 0.359 (0.772)] [data_t 0.015] [optim_t 0.343] [lr 0.001092] [CE 4.107 (4.001)] [KD 2.772 (2.564)] +2024-10-18 21:35:35,479 - Train: 59.20% [740650/1251000] [592.0/1000.0] [batch_t 0.426 (0.387)] [data_t 0.015] [optim_t 0.411] [lr 0.001092] [CE 3.915 (4.034)] [KD 2.545 (2.596)] +2024-10-18 21:35:57,540 - Train: 59.21% [740700/1251000] [592.1/1000.0] [batch_t 0.475 (0.441)] [data_t 0.015] [optim_t 0.460] [lr 0.001091] [CE 4.423 (4.038)] [KD 2.889 (2.628)] +2024-10-18 21:36:19,360 - Train: 59.21% [740750/1251000] [592.1/1000.0] [batch_t 0.449 (0.436)] [data_t 0.015] [optim_t 0.433] [lr 0.001091] [CE 3.957 (4.025)] [KD 2.474 (2.604)] +2024-10-18 21:36:40,840 - Train: 59.22% [740800/1251000] [592.2/1000.0] [batch_t 0.435 (0.430)] [data_t 0.015] [optim_t 0.420] [lr 0.001091] [CE 4.040 (4.014)] [KD 2.615 (2.555)] +2024-10-18 21:37:01,785 - Train: 59.22% [740850/1251000] [592.2/1000.0] [batch_t 0.439 (0.419)] [data_t 0.015] [optim_t 0.423] [lr 0.001091] [CE 4.622 (4.050)] [KD 2.887 (2.637)] +2024-10-18 21:37:22,680 - Train: 59.22% [740900/1251000] [592.2/1000.0] [batch_t 0.384 (0.418)] [data_t 0.041] [optim_t 0.343] [lr 0.001091] [CE 3.655 (3.998)] [KD 2.356 (2.594)] +2024-10-18 21:37:43,785 - Train: 59.23% [740950/1251000] [592.3/1000.0] [batch_t 0.416 (0.422)] [data_t 0.015] [optim_t 0.400] [lr 0.001090] [CE 3.899 (4.072)] [KD 2.395 (2.601)] +2024-10-18 21:38:05,507 - Train: 59.23% [741000/1251000] [592.3/1000.0] [batch_t 0.431 (0.434)] [data_t 0.015] [optim_t 0.416] [lr 0.001090] [CE 3.739 (4.013)] [KD 2.452 (2.572)] +2024-10-18 21:38:27,831 - Train: 59.24% [741050/1251000] [592.4/1000.0] [batch_t 0.480 (0.446)] [data_t 0.015] [optim_t 0.465] [lr 0.001090] [CE 3.939 (4.069)] [KD 2.381 (2.598)] +2024-10-18 21:38:49,302 - Train: 59.24% [741100/1251000] [592.4/1000.0] [batch_t 0.424 (0.429)] [data_t 0.015] [optim_t 0.409] [lr 0.001090] [CE 4.124 (4.123)] [KD 2.622 (2.648)] +2024-10-18 21:39:11,640 - Train: 59.24% [741150/1251000] [592.4/1000.0] [batch_t 0.449 (0.447)] [data_t 0.015] [optim_t 0.434] [lr 0.001090] [CE 4.727 (4.075)] [KD 2.789 (2.639)] +2024-10-18 21:39:32,649 - Train: 59.25% [741200/1251000] [592.5/1000.0] [batch_t 0.378 (0.420)] [data_t 0.015] [optim_t 0.363] [lr 0.001090] [CE 3.888 (4.070)] [KD 2.535 (2.654)] +2024-10-18 21:39:53,045 - Train: 59.25% [741250/1251000] [592.5/1000.0] [batch_t 0.446 (0.408)] [data_t 0.015] [optim_t 0.430] [lr 0.001089] [CE 4.284 (4.097)] [KD 2.751 (2.655)] +2024-10-18 21:40:14,226 - Train: 59.26% [741300/1251000] [592.6/1000.0] [batch_t 0.439 (0.424)] [data_t 0.015] [optim_t 0.424] [lr 0.001089] [CE 4.426 (4.075)] [KD 2.716 (2.619)] +2024-10-18 21:40:35,987 - Train: 59.26% [741350/1251000] [592.6/1000.0] [batch_t 0.442 (0.435)] [data_t 0.016] [optim_t 0.427] [lr 0.001089] [CE 4.212 (4.033)] [KD 2.737 (2.599)] +2024-10-18 21:40:57,448 - Train: 59.26% [741400/1251000] [592.6/1000.0] [batch_t 0.501 (0.429)] [data_t 0.016] [optim_t 0.486] [lr 0.001089] [CE 3.849 (4.047)] [KD 2.325 (2.629)] +2024-10-18 21:41:18,939 - Train: 59.27% [741450/1251000] [592.7/1000.0] [batch_t 0.406 (0.430)] [data_t 0.016] [optim_t 0.391] [lr 0.001089] [CE 4.021 (4.087)] [KD 2.660 (2.633)] +2024-10-18 21:41:40,605 - Train: 59.27% [741500/1251000] [592.7/1000.0] [batch_t 0.424 (0.433)] [data_t 0.016] [optim_t 0.409] [lr 0.001089] [CE 4.208 (4.074)] [KD 2.560 (2.627)] +2024-10-18 21:42:02,272 - Train: 59.28% [741550/1251000] [592.8/1000.0] [batch_t 0.394 (0.433)] [data_t 0.015] [optim_t 0.378] [lr 0.001088] [CE 4.004 (3.974)] [KD 2.585 (2.605)] +2024-10-18 21:42:22,919 - Train: 59.28% [741600/1251000] [592.8/1000.0] [batch_t 0.491 (0.413)] [data_t 0.016] [optim_t 0.476] [lr 0.001088] [CE 3.846 (4.022)] [KD 2.470 (2.602)] +2024-10-18 21:42:44,486 - Train: 59.28% [741650/1251000] [592.8/1000.0] [batch_t 0.407 (0.431)] [data_t 0.016] [optim_t 0.391] [lr 0.001088] [CE 3.810 (4.022)] [KD 2.454 (2.617)] +2024-10-18 21:43:06,196 - Train: 59.29% [741700/1251000] [592.9/1000.0] [batch_t 0.421 (0.434)] [data_t 0.015] [optim_t 0.405] [lr 0.001088] [CE 4.157 (4.007)] [KD 2.693 (2.620)] +2024-10-18 21:43:27,923 - Train: 59.29% [741750/1251000] [592.9/1000.0] [batch_t 0.510 (0.434)] [data_t 0.015] [optim_t 0.495] [lr 0.001088] [CE 3.935 (4.028)] [KD 2.694 (2.657)] +2024-10-18 21:43:49,203 - Train: 59.30% [741800/1251000] [593.0/1000.0] [batch_t 0.372 (0.425)] [data_t 0.015] [optim_t 0.356] [lr 0.001087] [CE 3.917 (4.064)] [KD 2.556 (2.634)] +2024-10-18 21:44:28,597 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 39206] [top5_cnt 47265] [top_all 50000] +2024-10-18 21:44:28,598 - net: 78.412 (94.530) +2024-10-18 21:44:49,986 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40808] [top5_cnt 47914] [top_all 50000] +2024-10-18 21:44:49,987 - net_E: 81.616 (95.828) +2024-10-18 21:44:50,164 - Max [top1: 78.948 (epoch: 585)] [top1-ema: 81.658 (epoch: 592)] +2024-10-18 21:44:50,164 - ==> Total time: 3 days, 22:02:58 Eta: 2 days, 16:33:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 21:44:58,734 - Train: 59.30% [741850/1251000] [593.0/1000.0] [batch_t 0.358 (1.012)] [data_t 0.016] [optim_t 0.342] [lr 0.001087] [CE 4.311 (4.303)] [KD 2.676 (2.739)] +2024-10-18 21:45:18,644 - Train: 59.30% [741900/1251000] [593.0/1000.0] [batch_t 0.425 (0.398)] [data_t 0.015] [optim_t 0.410] [lr 0.001087] [CE 3.964 (4.026)] [KD 2.565 (2.589)] +2024-10-18 21:45:40,456 - Train: 59.31% [741950/1251000] [593.1/1000.0] [batch_t 0.414 (0.436)] [data_t 0.015] [optim_t 0.399] [lr 0.001087] [CE 4.255 (4.066)] [KD 2.641 (2.657)] +2024-10-18 21:46:02,236 - Train: 59.31% [742000/1251000] [593.1/1000.0] [batch_t 0.417 (0.435)] [data_t 0.015] [optim_t 0.401] [lr 0.001087] [CE 4.342 (3.999)] [KD 2.639 (2.573)] +2024-10-18 21:46:23,625 - Train: 59.32% [742050/1251000] [593.2/1000.0] [batch_t 0.409 (0.428)] [data_t 0.016] [optim_t 0.393] [lr 0.001087] [CE 4.097 (3.950)] [KD 2.485 (2.572)] +2024-10-18 21:46:44,886 - Train: 59.32% [742100/1251000] [593.2/1000.0] [batch_t 0.390 (0.425)] [data_t 0.015] [optim_t 0.374] [lr 0.001086] [CE 4.322 (4.020)] [KD 2.818 (2.591)] +2024-10-18 21:47:06,164 - Train: 59.32% [742150/1251000] [593.2/1000.0] [batch_t 0.510 (0.425)] [data_t 0.015] [optim_t 0.495] [lr 0.001086] [CE 3.856 (4.067)] [KD 2.872 (2.614)] +2024-10-18 21:47:26,736 - Train: 59.33% [742200/1251000] [593.3/1000.0] [batch_t 0.361 (0.411)] [data_t 0.015] [optim_t 0.345] [lr 0.001086] [CE 4.169 (3.977)] [KD 2.648 (2.558)] +2024-10-18 21:47:47,470 - Train: 59.33% [742250/1251000] [593.3/1000.0] [batch_t 0.395 (0.415)] [data_t 0.015] [optim_t 0.379] [lr 0.001086] [CE 3.935 (4.032)] [KD 2.482 (2.598)] +2024-10-18 21:48:08,262 - Train: 59.34% [742300/1251000] [593.4/1000.0] [batch_t 0.418 (0.416)] [data_t 0.015] [optim_t 0.402] [lr 0.001086] [CE 4.077 (4.065)] [KD 2.609 (2.615)] +2024-10-18 21:48:28,493 - Train: 59.34% [742350/1251000] [593.4/1000.0] [batch_t 0.427 (0.405)] [data_t 0.016] [optim_t 0.411] [lr 0.001085] [CE 4.135 (4.009)] [KD 2.734 (2.608)] +2024-10-18 21:48:49,602 - Train: 59.34% [742400/1251000] [593.4/1000.0] [batch_t 0.361 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.001085] [CE 4.129 (4.069)] [KD 2.739 (2.647)] +2024-10-18 21:49:11,167 - Train: 59.35% [742450/1251000] [593.5/1000.0] [batch_t 0.439 (0.431)] [data_t 0.016] [optim_t 0.424] [lr 0.001085] [CE 4.327 (4.051)] [KD 2.708 (2.598)] +2024-10-18 21:49:32,355 - Train: 59.35% [742500/1251000] [593.5/1000.0] [batch_t 0.419 (0.424)] [data_t 0.016] [optim_t 0.403] [lr 0.001085] [CE 3.877 (4.010)] [KD 2.551 (2.558)] +2024-10-18 21:49:54,153 - Train: 59.36% [742550/1251000] [593.6/1000.0] [batch_t 0.408 (0.436)] [data_t 0.016] [optim_t 0.392] [lr 0.001085] [CE 4.555 (4.145)] [KD 3.064 (2.703)] +2024-10-18 21:50:15,362 - Train: 59.36% [742600/1251000] [593.6/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.001085] [CE 4.313 (4.047)] [KD 2.871 (2.622)] +2024-10-18 21:50:36,102 - Train: 59.36% [742650/1251000] [593.6/1000.0] [batch_t 0.493 (0.415)] [data_t 0.015] [optim_t 0.478] [lr 0.001084] [CE 4.138 (4.076)] [KD 2.488 (2.622)] +2024-10-18 21:50:57,369 - Train: 59.37% [742700/1251000] [593.7/1000.0] [batch_t 0.401 (0.425)] [data_t 0.015] [optim_t 0.386] [lr 0.001084] [CE 4.128 (4.041)] [KD 2.653 (2.605)] +2024-10-18 21:51:18,964 - Train: 59.37% [742750/1251000] [593.7/1000.0] [batch_t 0.480 (0.432)] [data_t 0.015] [optim_t 0.465] [lr 0.001084] [CE 4.243 (4.074)] [KD 2.686 (2.643)] +2024-10-18 21:51:40,605 - Train: 59.38% [742800/1251000] [593.8/1000.0] [batch_t 0.366 (0.433)] [data_t 0.015] [optim_t 0.350] [lr 0.001084] [CE 4.192 (4.029)] [KD 2.834 (2.631)] +2024-10-18 21:52:02,837 - Train: 59.38% [742850/1251000] [593.8/1000.0] [batch_t 0.469 (0.445)] [data_t 0.123] [optim_t 0.346] [lr 0.001084] [CE 3.976 (4.058)] [KD 2.808 (2.637)] +2024-10-18 21:52:25,017 - Train: 59.38% [742900/1251000] [593.8/1000.0] [batch_t 0.449 (0.443)] [data_t 0.107] [optim_t 0.342] [lr 0.001084] [CE 4.066 (4.084)] [KD 2.596 (2.649)] +2024-10-18 21:52:46,003 - Train: 59.39% [742950/1251000] [593.9/1000.0] [batch_t 0.505 (0.420)] [data_t 0.162] [optim_t 0.343] [lr 0.001083] [CE 4.231 (4.041)] [KD 2.673 (2.637)] +2024-10-18 21:53:06,578 - Train: 59.39% [743000/1251000] [593.9/1000.0] [batch_t 0.417 (0.411)] [data_t 0.073] [optim_t 0.344] [lr 0.001083] [CE 3.782 (4.014)] [KD 2.392 (2.647)] +2024-10-18 21:53:27,343 - Train: 59.40% [743050/1251000] [594.0/1000.0] [batch_t 0.372 (0.415)] [data_t 0.028] [optim_t 0.345] [lr 0.001083] [CE 4.568 (4.069)] [KD 2.805 (2.653)] +2024-10-18 21:54:07,755 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.444)] [top1_cnt 38848] [top5_cnt 47031] [top_all 50000] +2024-10-18 21:54:07,755 - net: 77.696 (94.062) +2024-10-18 21:54:28,879 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 40801] [top5_cnt 47899] [top_all 50000] +2024-10-18 21:54:28,879 - net_E: 81.602 (95.798) +2024-10-18 21:54:29,077 - Max [top1: 78.948 (epoch: 585)] [top1-ema: 81.658 (epoch: 592)] +2024-10-18 21:54:29,077 - ==> Total time: 3 days, 22:12:37 Eta: 2 days, 16:23:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 21:54:37,748 - Train: 59.40% [743100/1251000] [594.0/1000.0] [batch_t 0.360 (1.195)] [data_t 0.015] [optim_t 0.345] [lr 0.001083] [CE 4.286 (3.968)] [KD 2.700 (2.536)] +2024-10-18 21:54:57,880 - Train: 59.40% [743150/1251000] [594.0/1000.0] [batch_t 0.453 (0.403)] [data_t 0.108] [optim_t 0.345] [lr 0.001083] [CE 3.926 (4.035)] [KD 2.755 (2.587)] +2024-10-18 21:55:19,686 - Train: 59.41% [743200/1251000] [594.1/1000.0] [batch_t 0.363 (0.436)] [data_t 0.015] [optim_t 0.348] [lr 0.001082] [CE 3.988 (4.051)] [KD 2.546 (2.647)] +2024-10-18 21:55:41,861 - Train: 59.41% [743250/1251000] [594.1/1000.0] [batch_t 0.366 (0.443)] [data_t 0.015] [optim_t 0.350] [lr 0.001082] [CE 4.090 (4.077)] [KD 2.800 (2.633)] +2024-10-18 21:56:02,812 - Train: 59.42% [743300/1251000] [594.2/1000.0] [batch_t 0.402 (0.419)] [data_t 0.016] [optim_t 0.386] [lr 0.001082] [CE 4.218 (4.119)] [KD 2.647 (2.641)] +2024-10-18 21:56:23,582 - Train: 59.42% [743350/1251000] [594.2/1000.0] [batch_t 0.444 (0.415)] [data_t 0.015] [optim_t 0.429] [lr 0.001082] [CE 4.204 (4.003)] [KD 2.631 (2.585)] +2024-10-18 21:56:45,309 - Train: 59.42% [743400/1251000] [594.2/1000.0] [batch_t 0.365 (0.434)] [data_t 0.016] [optim_t 0.349] [lr 0.001082] [CE 4.448 (4.054)] [KD 2.942 (2.630)] +2024-10-18 21:57:06,633 - Train: 59.43% [743450/1251000] [594.3/1000.0] [batch_t 0.441 (0.426)] [data_t 0.016] [optim_t 0.425] [lr 0.001082] [CE 3.848 (4.136)] [KD 2.441 (2.657)] +2024-10-18 21:57:27,335 - Train: 59.43% [743500/1251000] [594.3/1000.0] [batch_t 0.448 (0.414)] [data_t 0.016] [optim_t 0.433] [lr 0.001081] [CE 3.992 (4.047)] [KD 2.615 (2.635)] +2024-10-18 21:57:48,389 - Train: 59.44% [743550/1251000] [594.4/1000.0] [batch_t 0.404 (0.421)] [data_t 0.016] [optim_t 0.389] [lr 0.001081] [CE 4.123 (4.015)] [KD 2.631 (2.562)] +2024-10-18 21:58:10,017 - Train: 59.44% [743600/1251000] [594.4/1000.0] [batch_t 0.439 (0.432)] [data_t 0.090] [optim_t 0.349] [lr 0.001081] [CE 4.155 (4.046)] [KD 2.605 (2.614)] +2024-10-18 21:58:30,704 - Train: 59.44% [743650/1251000] [594.4/1000.0] [batch_t 0.395 (0.414)] [data_t 0.015] [optim_t 0.380] [lr 0.001081] [CE 3.612 (4.018)] [KD 2.660 (2.571)] +2024-10-18 21:58:51,816 - Train: 59.45% [743700/1251000] [594.5/1000.0] [batch_t 0.434 (0.422)] [data_t 0.016] [optim_t 0.418] [lr 0.001081] [CE 4.453 (4.080)] [KD 2.841 (2.632)] +2024-10-18 21:59:13,241 - Train: 59.45% [743750/1251000] [594.5/1000.0] [batch_t 0.434 (0.428)] [data_t 0.015] [optim_t 0.418] [lr 0.001080] [CE 3.821 (4.021)] [KD 2.600 (2.623)] +2024-10-18 21:59:34,451 - Train: 59.46% [743800/1251000] [594.6/1000.0] [batch_t 0.434 (0.424)] [data_t 0.015] [optim_t 0.418] [lr 0.001080] [CE 4.422 (4.079)] [KD 3.027 (2.646)] +2024-10-18 21:59:56,158 - Train: 59.46% [743850/1251000] [594.6/1000.0] [batch_t 0.428 (0.434)] [data_t 0.015] [optim_t 0.413] [lr 0.001080] [CE 4.584 (4.088)] [KD 2.896 (2.666)] +2024-10-18 22:00:17,281 - Train: 59.46% [743900/1251000] [594.6/1000.0] [batch_t 0.485 (0.422)] [data_t 0.015] [optim_t 0.470] [lr 0.001080] [CE 3.878 (4.048)] [KD 2.536 (2.641)] +2024-10-18 22:00:38,730 - Train: 59.47% [743950/1251000] [594.7/1000.0] [batch_t 0.430 (0.429)] [data_t 0.015] [optim_t 0.415] [lr 0.001080] [CE 4.300 (4.129)] [KD 2.842 (2.634)] +2024-10-18 22:01:00,260 - Train: 59.47% [744000/1251000] [594.7/1000.0] [batch_t 0.458 (0.430)] [data_t 0.016] [optim_t 0.442] [lr 0.001080] [CE 3.733 (4.054)] [KD 2.516 (2.650)] +2024-10-18 22:01:22,016 - Train: 59.48% [744050/1251000] [594.8/1000.0] [batch_t 0.446 (0.435)] [data_t 0.097] [optim_t 0.348] [lr 0.001079] [CE 3.560 (4.078)] [KD 2.479 (2.643)] +2024-10-18 22:01:44,074 - Train: 59.48% [744100/1251000] [594.8/1000.0] [batch_t 0.360 (0.441)] [data_t 0.015] [optim_t 0.345] [lr 0.001079] [CE 4.003 (4.037)] [KD 2.514 (2.611)] +2024-10-18 22:02:06,812 - Train: 59.48% [744150/1251000] [594.8/1000.0] [batch_t 0.422 (0.455)] [data_t 0.076] [optim_t 0.345] [lr 0.001079] [CE 3.668 (4.032)] [KD 2.342 (2.587)] +2024-10-18 22:02:28,197 - Train: 59.49% [744200/1251000] [594.9/1000.0] [batch_t 0.363 (0.428)] [data_t 0.015] [optim_t 0.348] [lr 0.001079] [CE 3.531 (4.024)] [KD 2.342 (2.632)] +2024-10-18 22:02:50,201 - Train: 59.49% [744250/1251000] [594.9/1000.0] [batch_t 0.359 (0.440)] [data_t 0.016] [optim_t 0.343] [lr 0.001079] [CE 3.819 (4.009)] [KD 2.550 (2.581)] +2024-10-18 22:03:11,350 - Train: 59.50% [744300/1251000] [595.0/1000.0] [batch_t 0.475 (0.423)] [data_t 0.130] [optim_t 0.344] [lr 0.001079] [CE 4.027 (4.079)] [KD 2.635 (2.625)] +2024-10-18 22:03:51,017 - Test (net): 100.00% [50/50] [batch_t 0.147 (0.421)] [top1_cnt 39615] [top5_cnt 47425] [top_all 50000] +2024-10-18 22:03:51,017 - net: 79.230 (94.850) +2024-10-18 22:04:12,200 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 40861] [top5_cnt 47908] [top_all 50000] +2024-10-18 22:04:12,201 - net_E: 81.722 (95.816) +2024-10-18 22:04:12,346 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.722 (epoch: 595)] +2024-10-18 22:04:12,346 - ==> Total time: 3 days, 22:22:20 Eta: 2 days, 16:14:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 22:04:22,827 - Train: 59.50% [744350/1251000] [595.0/1000.0] [batch_t 0.366 (0.855)] [data_t 0.015] [optim_t 0.350] [lr 0.001078] [CE 3.827 (4.000)] [KD 2.347 (2.533)] +2024-10-18 22:04:41,676 - Train: 59.50% [744400/1251000] [595.0/1000.0] [batch_t 0.365 (0.377)] [data_t 0.015] [optim_t 0.350] [lr 0.001078] [CE 4.234 (4.019)] [KD 2.623 (2.573)] +2024-10-18 22:05:03,332 - Train: 59.51% [744450/1251000] [595.1/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.345] [lr 0.001078] [CE 4.271 (3.981)] [KD 2.698 (2.560)] +2024-10-18 22:05:24,174 - Train: 59.51% [744500/1251000] [595.1/1000.0] [batch_t 0.494 (0.417)] [data_t 0.148] [optim_t 0.346] [lr 0.001078] [CE 3.575 (4.001)] [KD 2.382 (2.610)] +2024-10-18 22:05:45,116 - Train: 59.52% [744550/1251000] [595.2/1000.0] [batch_t 0.504 (0.419)] [data_t 0.131] [optim_t 0.374] [lr 0.001078] [CE 4.273 (4.101)] [KD 2.985 (2.642)] +2024-10-18 22:06:06,264 - Train: 59.52% [744600/1251000] [595.2/1000.0] [batch_t 0.449 (0.423)] [data_t 0.104] [optim_t 0.344] [lr 0.001077] [CE 4.343 (4.090)] [KD 2.799 (2.620)] +2024-10-18 22:06:27,571 - Train: 59.52% [744650/1251000] [595.2/1000.0] [batch_t 0.422 (0.426)] [data_t 0.079] [optim_t 0.344] [lr 0.001077] [CE 3.514 (4.002)] [KD 2.221 (2.587)] +2024-10-18 22:06:48,858 - Train: 59.53% [744700/1251000] [595.3/1000.0] [batch_t 0.430 (0.426)] [data_t 0.085] [optim_t 0.345] [lr 0.001077] [CE 4.339 (4.013)] [KD 2.830 (2.609)] +2024-10-18 22:07:10,343 - Train: 59.53% [744750/1251000] [595.3/1000.0] [batch_t 0.434 (0.430)] [data_t 0.087] [optim_t 0.347] [lr 0.001077] [CE 3.917 (4.057)] [KD 2.566 (2.601)] +2024-10-18 22:07:31,975 - Train: 59.54% [744800/1251000] [595.4/1000.0] [batch_t 0.366 (0.433)] [data_t 0.016] [optim_t 0.351] [lr 0.001077] [CE 3.932 (4.032)] [KD 2.547 (2.612)] +2024-10-18 22:07:53,807 - Train: 59.54% [744850/1251000] [595.4/1000.0] [batch_t 0.438 (0.437)] [data_t 0.093] [optim_t 0.346] [lr 0.001077] [CE 4.253 (4.021)] [KD 2.765 (2.630)] +2024-10-18 22:08:14,656 - Train: 59.54% [744900/1251000] [595.4/1000.0] [batch_t 0.419 (0.417)] [data_t 0.078] [optim_t 0.341] [lr 0.001076] [CE 3.671 (4.071)] [KD 2.566 (2.624)] +2024-10-18 22:08:36,324 - Train: 59.55% [744950/1251000] [595.5/1000.0] [batch_t 0.431 (0.433)] [data_t 0.085] [optim_t 0.346] [lr 0.001076] [CE 3.807 (4.011)] [KD 2.456 (2.603)] +2024-10-18 22:08:57,284 - Train: 59.55% [745000/1251000] [595.5/1000.0] [batch_t 0.432 (0.419)] [data_t 0.086] [optim_t 0.346] [lr 0.001076] [CE 3.973 (4.034)] [KD 2.465 (2.606)] +2024-10-18 22:09:18,351 - Train: 59.56% [745050/1251000] [595.6/1000.0] [batch_t 0.427 (0.421)] [data_t 0.084] [optim_t 0.343] [lr 0.001076] [CE 4.357 (4.060)] [KD 2.832 (2.656)] +2024-10-18 22:09:39,759 - Train: 59.56% [745100/1251000] [595.6/1000.0] [batch_t 0.391 (0.428)] [data_t 0.045] [optim_t 0.346] [lr 0.001076] [CE 4.062 (4.083)] [KD 2.518 (2.659)] +2024-10-18 22:10:01,185 - Train: 59.56% [745150/1251000] [595.6/1000.0] [batch_t 0.364 (0.428)] [data_t 0.016] [optim_t 0.348] [lr 0.001075] [CE 4.294 (4.041)] [KD 2.724 (2.612)] +2024-10-18 22:10:22,674 - Train: 59.57% [745200/1251000] [595.7/1000.0] [batch_t 0.484 (0.430)] [data_t 0.139] [optim_t 0.345] [lr 0.001075] [CE 4.358 (4.065)] [KD 2.981 (2.676)] +2024-10-18 22:10:44,343 - Train: 59.57% [745250/1251000] [595.7/1000.0] [batch_t 0.421 (0.433)] [data_t 0.078] [optim_t 0.343] [lr 0.001075] [CE 3.551 (4.059)] [KD 2.427 (2.617)] +2024-10-18 22:11:06,384 - Train: 59.58% [745300/1251000] [595.8/1000.0] [batch_t 0.488 (0.441)] [data_t 0.147] [optim_t 0.341] [lr 0.001075] [CE 4.351 (3.984)] [KD 2.708 (2.572)] +2024-10-18 22:11:28,096 - Train: 59.58% [745350/1251000] [595.8/1000.0] [batch_t 0.455 (0.434)] [data_t 0.111] [optim_t 0.344] [lr 0.001075] [CE 4.674 (4.074)] [KD 2.902 (2.611)] +2024-10-18 22:11:49,344 - Train: 59.58% [745400/1251000] [595.8/1000.0] [batch_t 0.433 (0.425)] [data_t 0.089] [optim_t 0.344] [lr 0.001075] [CE 4.409 (4.034)] [KD 2.780 (2.606)] +2024-10-18 22:12:10,817 - Train: 59.59% [745450/1251000] [595.9/1000.0] [batch_t 0.424 (0.429)] [data_t 0.082] [optim_t 0.342] [lr 0.001074] [CE 4.481 (4.061)] [KD 3.021 (2.608)] +2024-10-18 22:12:32,623 - Train: 59.59% [745500/1251000] [595.9/1000.0] [batch_t 0.365 (0.436)] [data_t 0.015] [optim_t 0.350] [lr 0.001074] [CE 4.311 (4.098)] [KD 2.669 (2.635)] +2024-10-18 22:12:53,905 - Train: 59.60% [745550/1251000] [596.0/1000.0] [batch_t 0.417 (0.426)] [data_t 0.066] [optim_t 0.352] [lr 0.001074] [CE 3.863 (4.080)] [KD 2.621 (2.643)] +2024-10-18 22:13:34,749 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39575] [top5_cnt 47399] [top_all 50000] +2024-10-18 22:13:34,749 - net: 79.150 (94.798) +2024-10-18 22:13:56,191 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 40845] [top5_cnt 47925] [top_all 50000] +2024-10-18 22:13:56,192 - net_E: 81.690 (95.850) +2024-10-18 22:13:56,359 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.722 (epoch: 595)] +2024-10-18 22:13:56,359 - ==> Total time: 3 days, 22:32:04 Eta: 2 days, 16:04:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 22:14:04,524 - Train: 59.60% [745600/1251000] [596.0/1000.0] [batch_t 0.358 (1.682)] [data_t 0.015] [optim_t 0.343] [lr 0.001074] [CE 4.311 (4.283)] [KD 2.770 (2.775)] +2024-10-18 22:14:23,086 - Train: 59.60% [745650/1251000] [596.0/1000.0] [batch_t 0.364 (0.371)] [data_t 0.015] [optim_t 0.349] [lr 0.001074] [CE 3.830 (4.055)] [KD 2.535 (2.603)] +2024-10-18 22:14:44,243 - Train: 59.61% [745700/1251000] [596.1/1000.0] [batch_t 0.497 (0.423)] [data_t 0.015] [optim_t 0.482] [lr 0.001074] [CE 4.249 (4.065)] [KD 2.763 (2.613)] +2024-10-18 22:15:05,682 - Train: 59.61% [745750/1251000] [596.1/1000.0] [batch_t 0.419 (0.429)] [data_t 0.015] [optim_t 0.404] [lr 0.001073] [CE 3.870 (3.989)] [KD 2.636 (2.544)] +2024-10-18 22:15:27,006 - Train: 59.62% [745800/1251000] [596.2/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.001073] [CE 4.323 (4.056)] [KD 2.862 (2.646)] +2024-10-18 22:15:48,069 - Train: 59.62% [745850/1251000] [596.2/1000.0] [batch_t 0.453 (0.421)] [data_t 0.015] [optim_t 0.438] [lr 0.001073] [CE 4.085 (4.091)] [KD 2.385 (2.618)] +2024-10-18 22:16:09,970 - Train: 59.62% [745900/1251000] [596.2/1000.0] [batch_t 0.436 (0.438)] [data_t 0.015] [optim_t 0.420] [lr 0.001073] [CE 3.715 (4.121)] [KD 2.450 (2.593)] +2024-10-18 22:16:32,169 - Train: 59.63% [745950/1251000] [596.3/1000.0] [batch_t 0.361 (0.444)] [data_t 0.015] [optim_t 0.346] [lr 0.001073] [CE 4.142 (4.077)] [KD 2.597 (2.614)] +2024-10-18 22:16:54,041 - Train: 59.63% [746000/1251000] [596.3/1000.0] [batch_t 0.413 (0.437)] [data_t 0.016] [optim_t 0.397] [lr 0.001072] [CE 3.466 (3.977)] [KD 2.423 (2.555)] +2024-10-18 22:17:16,418 - Train: 59.64% [746050/1251000] [596.4/1000.0] [batch_t 0.358 (0.447)] [data_t 0.016] [optim_t 0.342] [lr 0.001072] [CE 3.625 (4.068)] [KD 2.399 (2.638)] +2024-10-18 22:17:38,226 - Train: 59.64% [746100/1251000] [596.4/1000.0] [batch_t 0.436 (0.436)] [data_t 0.015] [optim_t 0.421] [lr 0.001072] [CE 4.114 (4.086)] [KD 2.608 (2.613)] +2024-10-18 22:17:59,418 - Train: 59.64% [746150/1251000] [596.4/1000.0] [batch_t 0.483 (0.424)] [data_t 0.015] [optim_t 0.468] [lr 0.001072] [CE 3.587 (4.004)] [KD 2.281 (2.588)] +2024-10-18 22:18:20,907 - Train: 59.65% [746200/1251000] [596.5/1000.0] [batch_t 0.431 (0.430)] [data_t 0.015] [optim_t 0.416] [lr 0.001072] [CE 3.667 (4.033)] [KD 2.438 (2.603)] +2024-10-18 22:18:42,150 - Train: 59.65% [746250/1251000] [596.5/1000.0] [batch_t 0.577 (0.425)] [data_t 0.015] [optim_t 0.561] [lr 0.001072] [CE 3.413 (4.026)] [KD 2.180 (2.594)] +2024-10-18 22:19:02,911 - Train: 59.66% [746300/1251000] [596.6/1000.0] [batch_t 0.392 (0.415)] [data_t 0.015] [optim_t 0.376] [lr 0.001071] [CE 4.473 (4.096)] [KD 2.743 (2.631)] +2024-10-18 22:19:23,809 - Train: 59.66% [746350/1251000] [596.6/1000.0] [batch_t 0.440 (0.418)] [data_t 0.016] [optim_t 0.424] [lr 0.001071] [CE 3.965 (4.056)] [KD 2.524 (2.615)] +2024-10-18 22:19:44,785 - Train: 59.66% [746400/1251000] [596.6/1000.0] [batch_t 0.413 (0.419)] [data_t 0.015] [optim_t 0.398] [lr 0.001071] [CE 4.049 (4.025)] [KD 2.732 (2.584)] +2024-10-18 22:20:06,193 - Train: 59.67% [746450/1251000] [596.7/1000.0] [batch_t 0.428 (0.428)] [data_t 0.016] [optim_t 0.412] [lr 0.001071] [CE 4.010 (4.025)] [KD 2.642 (2.640)] +2024-10-18 22:20:28,555 - Train: 59.67% [746500/1251000] [596.7/1000.0] [batch_t 0.360 (0.447)] [data_t 0.016] [optim_t 0.345] [lr 0.001071] [CE 4.108 (4.017)] [KD 2.613 (2.565)] +2024-10-18 22:20:49,736 - Train: 59.68% [746550/1251000] [596.8/1000.0] [batch_t 0.428 (0.424)] [data_t 0.016] [optim_t 0.413] [lr 0.001071] [CE 4.290 (4.060)] [KD 2.747 (2.622)] +2024-10-18 22:21:10,557 - Train: 59.68% [746600/1251000] [596.8/1000.0] [batch_t 0.419 (0.416)] [data_t 0.015] [optim_t 0.404] [lr 0.001070] [CE 4.415 (4.042)] [KD 2.924 (2.620)] +2024-10-18 22:21:32,328 - Train: 59.68% [746650/1251000] [596.8/1000.0] [batch_t 0.366 (0.435)] [data_t 0.015] [optim_t 0.351] [lr 0.001070] [CE 3.570 (4.081)] [KD 2.365 (2.631)] +2024-10-18 22:21:52,910 - Train: 59.69% [746700/1251000] [596.9/1000.0] [batch_t 0.361 (0.412)] [data_t 0.015] [optim_t 0.346] [lr 0.001070] [CE 3.605 (4.057)] [KD 2.401 (2.626)] +2024-10-18 22:22:14,143 - Train: 59.69% [746750/1251000] [596.9/1000.0] [batch_t 0.518 (0.425)] [data_t 0.015] [optim_t 0.503] [lr 0.001070] [CE 4.228 (4.074)] [KD 2.779 (2.621)] +2024-10-18 22:22:35,496 - Train: 59.70% [746800/1251000] [597.0/1000.0] [batch_t 0.415 (0.427)] [data_t 0.015] [optim_t 0.399] [lr 0.001070] [CE 3.928 (4.057)] [KD 2.560 (2.640)] +2024-10-18 22:23:16,186 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39467] [top5_cnt 47419] [top_all 50000] +2024-10-18 22:23:16,186 - net: 78.934 (94.838) +2024-10-18 22:23:37,331 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 40841] [top5_cnt 47947] [top_all 50000] +2024-10-18 22:23:37,332 - net_E: 81.682 (95.894) +2024-10-18 22:23:37,514 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.722 (epoch: 595)] +2024-10-18 22:23:37,514 - ==> Total time: 3 days, 22:41:46 Eta: 2 days, 15:55:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 22:23:45,582 - Train: 59.70% [746850/1251000] [597.0/1000.0] [batch_t 0.368 (2.083)] [data_t 0.015] [optim_t 0.353] [lr 0.001069] [CE 4.663 (4.142)] [KD 2.984 (2.759)] +2024-10-18 22:24:04,117 - Train: 59.70% [746900/1251000] [597.0/1000.0] [batch_t 0.470 (0.371)] [data_t 0.015] [optim_t 0.454] [lr 0.001069] [CE 4.305 (4.108)] [KD 2.811 (2.645)] +2024-10-18 22:24:25,111 - Train: 59.71% [746950/1251000] [597.1/1000.0] [batch_t 0.411 (0.420)] [data_t 0.015] [optim_t 0.396] [lr 0.001069] [CE 4.019 (4.141)] [KD 2.794 (2.661)] +2024-10-18 22:24:46,490 - Train: 59.71% [747000/1251000] [597.1/1000.0] [batch_t 0.432 (0.427)] [data_t 0.015] [optim_t 0.417] [lr 0.001069] [CE 4.493 (4.023)] [KD 2.946 (2.594)] +2024-10-18 22:25:07,886 - Train: 59.72% [747050/1251000] [597.2/1000.0] [batch_t 0.430 (0.428)] [data_t 0.015] [optim_t 0.415] [lr 0.001069] [CE 4.178 (4.091)] [KD 2.601 (2.588)] +2024-10-18 22:25:28,463 - Train: 59.72% [747100/1251000] [597.2/1000.0] [batch_t 0.386 (0.411)] [data_t 0.016] [optim_t 0.371] [lr 0.001069] [CE 4.102 (4.014)] [KD 2.648 (2.571)] +2024-10-18 22:25:49,349 - Train: 59.72% [747150/1251000] [597.2/1000.0] [batch_t 0.412 (0.418)] [data_t 0.015] [optim_t 0.396] [lr 0.001068] [CE 4.162 (4.066)] [KD 2.463 (2.624)] +2024-10-18 22:26:10,270 - Train: 59.73% [747200/1251000] [597.3/1000.0] [batch_t 0.436 (0.418)] [data_t 0.015] [optim_t 0.420] [lr 0.001068] [CE 4.504 (4.043)] [KD 2.850 (2.571)] +2024-10-18 22:26:30,986 - Train: 59.73% [747250/1251000] [597.3/1000.0] [batch_t 0.408 (0.414)] [data_t 0.015] [optim_t 0.393] [lr 0.001068] [CE 3.944 (4.035)] [KD 2.681 (2.572)] +2024-10-18 22:26:52,019 - Train: 59.74% [747300/1251000] [597.4/1000.0] [batch_t 0.420 (0.421)] [data_t 0.015] [optim_t 0.404] [lr 0.001068] [CE 4.333 (3.992)] [KD 2.534 (2.570)] +2024-10-18 22:27:13,373 - Train: 59.74% [747350/1251000] [597.4/1000.0] [batch_t 0.413 (0.427)] [data_t 0.015] [optim_t 0.397] [lr 0.001068] [CE 4.003 (4.046)] [KD 2.691 (2.639)] +2024-10-18 22:27:34,603 - Train: 59.74% [747400/1251000] [597.4/1000.0] [batch_t 0.390 (0.424)] [data_t 0.015] [optim_t 0.375] [lr 0.001067] [CE 4.215 (4.013)] [KD 2.748 (2.581)] +2024-10-18 22:27:55,735 - Train: 59.75% [747450/1251000] [597.5/1000.0] [batch_t 0.407 (0.423)] [data_t 0.016] [optim_t 0.391] [lr 0.001067] [CE 3.686 (4.072)] [KD 2.358 (2.601)] +2024-10-18 22:28:16,928 - Train: 59.75% [747500/1251000] [597.5/1000.0] [batch_t 0.413 (0.424)] [data_t 0.015] [optim_t 0.398] [lr 0.001067] [CE 3.830 (4.070)] [KD 2.510 (2.630)] +2024-10-18 22:28:38,147 - Train: 59.76% [747550/1251000] [597.6/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.001067] [CE 4.229 (4.035)] [KD 2.554 (2.563)] +2024-10-18 22:28:59,511 - Train: 59.76% [747600/1251000] [597.6/1000.0] [batch_t 0.370 (0.427)] [data_t 0.015] [optim_t 0.355] [lr 0.001067] [CE 3.549 (4.088)] [KD 2.322 (2.630)] +2024-10-18 22:29:21,621 - Train: 59.76% [747650/1251000] [597.6/1000.0] [batch_t 0.406 (0.442)] [data_t 0.062] [optim_t 0.344] [lr 0.001067] [CE 4.018 (4.022)] [KD 2.915 (2.644)] +2024-10-18 22:29:43,329 - Train: 59.77% [747700/1251000] [597.7/1000.0] [batch_t 0.386 (0.434)] [data_t 0.041] [optim_t 0.346] [lr 0.001066] [CE 3.887 (4.077)] [KD 2.500 (2.625)] +2024-10-18 22:30:04,940 - Train: 59.77% [747750/1251000] [597.7/1000.0] [batch_t 0.429 (0.432)] [data_t 0.086] [optim_t 0.343] [lr 0.001066] [CE 3.904 (4.030)] [KD 2.538 (2.600)] +2024-10-18 22:30:27,055 - Train: 59.78% [747800/1251000] [597.8/1000.0] [batch_t 0.498 (0.442)] [data_t 0.156] [optim_t 0.343] [lr 0.001066] [CE 4.117 (4.114)] [KD 2.561 (2.644)] +2024-10-18 22:30:48,620 - Train: 59.78% [747850/1251000] [597.8/1000.0] [batch_t 0.360 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.001066] [CE 4.001 (4.060)] [KD 2.552 (2.575)] +2024-10-18 22:31:09,133 - Train: 59.78% [747900/1251000] [597.8/1000.0] [batch_t 0.426 (0.410)] [data_t 0.083] [optim_t 0.343] [lr 0.001066] [CE 4.306 (4.016)] [KD 2.778 (2.576)] +2024-10-18 22:31:30,238 - Train: 59.79% [747950/1251000] [597.9/1000.0] [batch_t 0.437 (0.422)] [data_t 0.096] [optim_t 0.341] [lr 0.001066] [CE 3.919 (4.054)] [KD 2.560 (2.622)] +2024-10-18 22:31:51,648 - Train: 59.79% [748000/1251000] [597.9/1000.0] [batch_t 0.450 (0.428)] [data_t 0.015] [optim_t 0.435] [lr 0.001065] [CE 3.730 (4.109)] [KD 2.354 (2.630)] +2024-10-18 22:32:13,029 - Train: 59.80% [748050/1251000] [598.0/1000.0] [batch_t 0.374 (0.428)] [data_t 0.015] [optim_t 0.358] [lr 0.001065] [CE 4.403 (4.049)] [KD 2.915 (2.631)] +2024-10-18 22:32:53,927 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.418)] [top1_cnt 39465] [top5_cnt 47335] [top_all 50000] +2024-10-18 22:32:53,928 - net: 78.930 (94.670) +2024-10-18 22:33:14,872 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 40845] [top5_cnt 47960] [top_all 50000] +2024-10-18 22:33:14,872 - net_E: 81.690 (95.920) +2024-10-18 22:33:15,043 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.722 (epoch: 595)] +2024-10-18 22:33:15,043 - ==> Total time: 3 days, 22:51:23 Eta: 2 days, 15:45:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 22:33:22,391 - Train: 59.80% [748100/1251000] [598.0/1000.0] [batch_t 0.365 (2.909)] [data_t 0.015] [optim_t 0.350] [lr 0.001065] [CE 3.958 (4.002)] [KD 2.590 (2.609)] +2024-10-18 22:33:41,084 - Train: 59.80% [748150/1251000] [598.0/1000.0] [batch_t 0.365 (0.374)] [data_t 0.016] [optim_t 0.350] [lr 0.001065] [CE 4.157 (4.034)] [KD 2.738 (2.629)] +2024-10-18 22:34:02,996 - Train: 59.81% [748200/1251000] [598.1/1000.0] [batch_t 0.457 (0.438)] [data_t 0.015] [optim_t 0.441] [lr 0.001065] [CE 4.201 (4.018)] [KD 2.479 (2.595)] +2024-10-18 22:34:24,324 - Train: 59.81% [748250/1251000] [598.1/1000.0] [batch_t 0.390 (0.426)] [data_t 0.015] [optim_t 0.374] [lr 0.001064] [CE 4.291 (4.010)] [KD 2.805 (2.575)] +2024-10-18 22:34:45,541 - Train: 59.82% [748300/1251000] [598.2/1000.0] [batch_t 0.366 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.001064] [CE 4.555 (4.053)] [KD 2.916 (2.610)] +2024-10-18 22:35:06,937 - Train: 59.82% [748350/1251000] [598.2/1000.0] [batch_t 0.486 (0.428)] [data_t 0.015] [optim_t 0.471] [lr 0.001064] [CE 4.349 (4.097)] [KD 2.631 (2.653)] +2024-10-18 22:35:27,800 - Train: 59.82% [748400/1251000] [598.2/1000.0] [batch_t 0.401 (0.417)] [data_t 0.015] [optim_t 0.386] [lr 0.001064] [CE 4.241 (4.081)] [KD 2.589 (2.626)] +2024-10-18 22:35:49,103 - Train: 59.83% [748450/1251000] [598.3/1000.0] [batch_t 0.457 (0.426)] [data_t 0.015] [optim_t 0.441] [lr 0.001064] [CE 4.047 (4.030)] [KD 2.594 (2.587)] +2024-10-18 22:36:10,645 - Train: 59.83% [748500/1251000] [598.3/1000.0] [batch_t 0.443 (0.431)] [data_t 0.015] [optim_t 0.427] [lr 0.001064] [CE 4.283 (4.070)] [KD 2.717 (2.628)] +2024-10-18 22:36:32,872 - Train: 59.84% [748550/1251000] [598.4/1000.0] [batch_t 0.448 (0.444)] [data_t 0.015] [optim_t 0.432] [lr 0.001063] [CE 4.720 (4.026)] [KD 3.101 (2.573)] +2024-10-18 22:36:54,929 - Train: 59.84% [748600/1251000] [598.4/1000.0] [batch_t 0.364 (0.441)] [data_t 0.015] [optim_t 0.348] [lr 0.001063] [CE 4.142 (3.980)] [KD 2.651 (2.559)] +2024-10-18 22:37:16,612 - Train: 59.84% [748650/1251000] [598.4/1000.0] [batch_t 0.398 (0.434)] [data_t 0.016] [optim_t 0.382] [lr 0.001063] [CE 3.886 (4.016)] [KD 2.495 (2.566)] +2024-10-18 22:37:38,467 - Train: 59.85% [748700/1251000] [598.5/1000.0] [batch_t 0.455 (0.437)] [data_t 0.015] [optim_t 0.440] [lr 0.001063] [CE 4.046 (4.017)] [KD 2.756 (2.617)] +2024-10-18 22:37:59,115 - Train: 59.85% [748750/1251000] [598.5/1000.0] [batch_t 0.367 (0.413)] [data_t 0.015] [optim_t 0.352] [lr 0.001063] [CE 4.207 (4.010)] [KD 2.586 (2.606)] +2024-10-18 22:38:19,570 - Train: 59.86% [748800/1251000] [598.6/1000.0] [batch_t 0.451 (0.409)] [data_t 0.015] [optim_t 0.435] [lr 0.001063] [CE 4.260 (4.071)] [KD 2.589 (2.602)] +2024-10-18 22:38:40,371 - Train: 59.86% [748850/1251000] [598.6/1000.0] [batch_t 0.496 (0.416)] [data_t 0.015] [optim_t 0.480] [lr 0.001062] [CE 3.898 (4.070)] [KD 2.474 (2.621)] +2024-10-18 22:39:01,859 - Train: 59.86% [748900/1251000] [598.6/1000.0] [batch_t 0.367 (0.430)] [data_t 0.015] [optim_t 0.351] [lr 0.001062] [CE 4.440 (4.032)] [KD 2.847 (2.627)] +2024-10-18 22:39:22,815 - Train: 59.87% [748950/1251000] [598.7/1000.0] [batch_t 0.369 (0.419)] [data_t 0.015] [optim_t 0.353] [lr 0.001062] [CE 3.687 (3.980)] [KD 2.413 (2.594)] +2024-10-18 22:39:43,715 - Train: 59.87% [749000/1251000] [598.7/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.001062] [CE 4.229 (4.049)] [KD 2.727 (2.600)] +2024-10-18 22:40:04,566 - Train: 59.88% [749050/1251000] [598.8/1000.0] [batch_t 0.395 (0.417)] [data_t 0.015] [optim_t 0.380] [lr 0.001062] [CE 4.183 (4.059)] [KD 2.660 (2.601)] +2024-10-18 22:40:25,773 - Train: 59.88% [749100/1251000] [598.8/1000.0] [batch_t 0.568 (0.424)] [data_t 0.015] [optim_t 0.552] [lr 0.001061] [CE 4.165 (3.960)] [KD 2.734 (2.586)] +2024-10-18 22:40:47,286 - Train: 59.88% [749150/1251000] [598.8/1000.0] [batch_t 0.383 (0.430)] [data_t 0.015] [optim_t 0.368] [lr 0.001061] [CE 4.364 (4.045)] [KD 2.615 (2.606)] +2024-10-18 22:41:08,045 - Train: 59.89% [749200/1251000] [598.9/1000.0] [batch_t 0.364 (0.415)] [data_t 0.016] [optim_t 0.348] [lr 0.001061] [CE 4.341 (4.123)] [KD 2.744 (2.673)] +2024-10-18 22:41:29,448 - Train: 59.89% [749250/1251000] [598.9/1000.0] [batch_t 0.368 (0.428)] [data_t 0.015] [optim_t 0.353] [lr 0.001061] [CE 4.292 (4.068)] [KD 2.717 (2.626)] +2024-10-18 22:41:50,606 - Train: 59.90% [749300/1251000] [599.0/1000.0] [batch_t 0.444 (0.423)] [data_t 0.015] [optim_t 0.429] [lr 0.001061] [CE 3.961 (4.098)] [KD 2.547 (2.628)] +2024-10-18 22:42:31,198 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 39383] [top5_cnt 47334] [top_all 50000] +2024-10-18 22:42:31,199 - net: 78.766 (94.668) +2024-10-18 22:42:52,494 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40851] [top5_cnt 47960] [top_all 50000] +2024-10-18 22:42:52,494 - net_E: 81.702 (95.920) +2024-10-18 22:42:52,657 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.722 (epoch: 595)] +2024-10-18 22:42:52,657 - ==> Total time: 3 days, 23:01:01 Eta: 2 days, 15:36:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 22:42:59,068 - Train: 59.90% [749350/1251000] [599.0/1000.0] [batch_t 4.852 (4.852)] [data_t 4.388] [optim_t 0.464] [lr 0.001061] [CE 4.320 (4.320)] [KD 2.678 (2.678)] +2024-10-18 22:43:18,893 - Train: 59.90% [749400/1251000] [599.0/1000.0] [batch_t 0.378 (0.396)] [data_t 0.034] [optim_t 0.344] [lr 0.001060] [CE 4.119 (4.040)] [KD 2.598 (2.617)] +2024-10-18 22:43:40,342 - Train: 59.91% [749450/1251000] [599.1/1000.0] [batch_t 0.464 (0.429)] [data_t 0.015] [optim_t 0.449] [lr 0.001060] [CE 4.056 (4.052)] [KD 2.698 (2.589)] +2024-10-18 22:44:02,361 - Train: 59.91% [749500/1251000] [599.1/1000.0] [batch_t 0.449 (0.440)] [data_t 0.015] [optim_t 0.433] [lr 0.001060] [CE 4.110 (3.995)] [KD 2.537 (2.579)] +2024-10-18 22:44:23,861 - Train: 59.92% [749550/1251000] [599.2/1000.0] [batch_t 0.406 (0.430)] [data_t 0.016] [optim_t 0.391] [lr 0.001060] [CE 4.239 (3.968)] [KD 2.684 (2.583)] +2024-10-18 22:44:45,353 - Train: 59.92% [749600/1251000] [599.2/1000.0] [batch_t 0.474 (0.430)] [data_t 0.015] [optim_t 0.459] [lr 0.001060] [CE 4.131 (4.127)] [KD 2.745 (2.651)] +2024-10-18 22:45:06,241 - Train: 59.92% [749650/1251000] [599.2/1000.0] [batch_t 0.465 (0.418)] [data_t 0.015] [optim_t 0.449] [lr 0.001059] [CE 4.015 (4.027)] [KD 2.763 (2.600)] +2024-10-18 22:45:27,209 - Train: 59.93% [749700/1251000] [599.3/1000.0] [batch_t 0.405 (0.419)] [data_t 0.016] [optim_t 0.389] [lr 0.001059] [CE 4.118 (4.020)] [KD 2.601 (2.590)] +2024-10-18 22:45:48,109 - Train: 59.93% [749750/1251000] [599.3/1000.0] [batch_t 0.359 (0.418)] [data_t 0.015] [optim_t 0.344] [lr 0.001059] [CE 4.440 (4.097)] [KD 2.776 (2.642)] +2024-10-18 22:46:09,039 - Train: 59.94% [749800/1251000] [599.4/1000.0] [batch_t 0.451 (0.418)] [data_t 0.015] [optim_t 0.436] [lr 0.001059] [CE 4.229 (4.087)] [KD 2.560 (2.614)] +2024-10-18 22:46:30,727 - Train: 59.94% [749850/1251000] [599.4/1000.0] [batch_t 0.411 (0.434)] [data_t 0.015] [optim_t 0.395] [lr 0.001059] [CE 4.224 (4.103)] [KD 2.782 (2.629)] +2024-10-18 22:46:51,267 - Train: 59.94% [749900/1251000] [599.4/1000.0] [batch_t 0.399 (0.411)] [data_t 0.016] [optim_t 0.383] [lr 0.001059] [CE 4.493 (4.114)] [KD 2.727 (2.659)] +2024-10-18 22:47:12,466 - Train: 59.95% [749950/1251000] [599.5/1000.0] [batch_t 0.421 (0.424)] [data_t 0.078] [optim_t 0.343] [lr 0.001058] [CE 4.489 (4.040)] [KD 2.754 (2.603)] +2024-10-18 22:47:34,064 - Train: 59.95% [750000/1251000] [599.5/1000.0] [batch_t 0.394 (0.432)] [data_t 0.046] [optim_t 0.348] [lr 0.001058] [CE 3.409 (4.012)] [KD 2.409 (2.569)] +2024-10-18 22:47:55,532 - Train: 59.96% [750050/1251000] [599.6/1000.0] [batch_t 0.385 (0.429)] [data_t 0.040] [optim_t 0.344] [lr 0.001058] [CE 4.506 (4.046)] [KD 2.780 (2.610)] +2024-10-18 22:48:17,183 - Train: 59.96% [750100/1251000] [599.6/1000.0] [batch_t 0.454 (0.433)] [data_t 0.105] [optim_t 0.348] [lr 0.001058] [CE 3.935 (4.040)] [KD 2.624 (2.611)] +2024-10-18 22:48:38,801 - Train: 59.96% [750150/1251000] [599.6/1000.0] [batch_t 0.425 (0.432)] [data_t 0.083] [optim_t 0.342] [lr 0.001058] [CE 3.756 (4.104)] [KD 2.604 (2.631)] +2024-10-18 22:49:00,245 - Train: 59.97% [750200/1251000] [599.7/1000.0] [batch_t 0.484 (0.429)] [data_t 0.128] [optim_t 0.356] [lr 0.001058] [CE 3.435 (4.018)] [KD 2.302 (2.601)] +2024-10-18 22:49:21,434 - Train: 59.97% [750250/1251000] [599.7/1000.0] [batch_t 0.423 (0.424)] [data_t 0.079] [optim_t 0.344] [lr 0.001057] [CE 4.056 (4.182)] [KD 2.568 (2.688)] +2024-10-18 22:49:42,560 - Train: 59.98% [750300/1251000] [599.8/1000.0] [batch_t 0.481 (0.422)] [data_t 0.138] [optim_t 0.343] [lr 0.001057] [CE 3.732 (4.019)] [KD 2.447 (2.599)] +2024-10-18 22:50:03,248 - Train: 59.98% [750350/1251000] [599.8/1000.0] [batch_t 0.481 (0.414)] [data_t 0.137] [optim_t 0.343] [lr 0.001057] [CE 4.226 (4.088)] [KD 2.653 (2.617)] +2024-10-18 22:50:24,506 - Train: 59.98% [750400/1251000] [599.8/1000.0] [batch_t 0.432 (0.425)] [data_t 0.085] [optim_t 0.347] [lr 0.001057] [CE 3.580 (4.064)] [KD 2.336 (2.625)] +2024-10-18 22:50:45,721 - Train: 59.99% [750450/1251000] [599.9/1000.0] [batch_t 0.362 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.001057] [CE 4.104 (4.068)] [KD 2.628 (2.636)] +2024-10-18 22:51:07,074 - Train: 59.99% [750500/1251000] [599.9/1000.0] [batch_t 0.362 (0.427)] [data_t 0.016] [optim_t 0.346] [lr 0.001056] [CE 4.160 (4.037)] [KD 2.735 (2.642)] +2024-10-18 22:51:28,690 - Train: 60.00% [750550/1251000] [600.0/1000.0] [batch_t 0.412 (0.432)] [data_t 0.015] [optim_t 0.397] [lr 0.001056] [CE 3.903 (4.007)] [KD 2.492 (2.590)] +2024-10-18 22:51:49,895 - Train: 60.00% [750600/1251000] [600.0/1000.0] [batch_t 0.361 (0.424)] [data_t 0.015] [optim_t 0.346] [lr 0.001056] [CE 4.342 (4.082)] [KD 2.774 (2.622)] +2024-10-18 22:52:12,583 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.450)] [top1_cnt 39540] [top5_cnt 47359] [top_all 50000] +2024-10-18 22:52:12,584 - net: 79.080 (94.718) +2024-10-18 22:52:34,177 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40881] [top5_cnt 47947] [top_all 50000] +2024-10-18 22:52:34,177 - net_E: 81.762 (95.894) +2024-10-18 22:52:34,333 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.762 (epoch: 600)] +2024-10-18 22:52:34,334 - ==> Total time: 3 days, 23:10:42 Eta: 2 days, 15:27:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 22:53:01,255 - Train: 60.00% [750650/1251000] [600.0/1000.0] [batch_t 0.404 (0.421)] [data_t 0.016] [optim_t 0.388] [lr 0.001056] [CE 4.181 (4.050)] [KD 2.596 (2.581)] +2024-10-18 22:53:22,652 - Train: 60.01% [750700/1251000] [600.1/1000.0] [batch_t 0.440 (0.428)] [data_t 0.015] [optim_t 0.425] [lr 0.001056] [CE 4.363 (4.059)] [KD 2.667 (2.592)] +2024-10-18 22:53:43,937 - Train: 60.01% [750750/1251000] [600.1/1000.0] [batch_t 0.420 (0.426)] [data_t 0.015] [optim_t 0.404] [lr 0.001056] [CE 4.501 (4.047)] [KD 2.706 (2.607)] +2024-10-18 22:54:04,953 - Train: 60.02% [750800/1251000] [600.2/1000.0] [batch_t 0.399 (0.420)] [data_t 0.015] [optim_t 0.384] [lr 0.001055] [CE 4.062 (4.096)] [KD 2.493 (2.606)] +2024-10-18 22:54:25,863 - Train: 60.02% [750850/1251000] [600.2/1000.0] [batch_t 0.406 (0.418)] [data_t 0.015] [optim_t 0.391] [lr 0.001055] [CE 4.594 (4.042)] [KD 2.781 (2.620)] +2024-10-18 22:54:46,771 - Train: 60.02% [750900/1251000] [600.2/1000.0] [batch_t 0.480 (0.418)] [data_t 0.015] [optim_t 0.465] [lr 0.001055] [CE 3.771 (4.040)] [KD 2.553 (2.611)] +2024-10-18 22:55:08,143 - Train: 60.03% [750950/1251000] [600.3/1000.0] [batch_t 0.459 (0.427)] [data_t 0.015] [optim_t 0.444] [lr 0.001055] [CE 3.573 (4.003)] [KD 2.271 (2.577)] +2024-10-18 22:55:28,897 - Train: 60.03% [751000/1251000] [600.3/1000.0] [batch_t 0.425 (0.415)] [data_t 0.015] [optim_t 0.409] [lr 0.001055] [CE 4.371 (4.061)] [KD 2.640 (2.593)] +2024-10-18 22:55:50,040 - Train: 60.04% [751050/1251000] [600.4/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.001055] [CE 3.434 (3.942)] [KD 2.198 (2.549)] +2024-10-18 22:56:11,070 - Train: 60.04% [751100/1251000] [600.4/1000.0] [batch_t 0.431 (0.420)] [data_t 0.015] [optim_t 0.416] [lr 0.001054] [CE 4.197 (4.100)] [KD 2.532 (2.589)] +2024-10-18 22:56:32,028 - Train: 60.04% [751150/1251000] [600.4/1000.0] [batch_t 0.417 (0.419)] [data_t 0.015] [optim_t 0.402] [lr 0.001054] [CE 4.040 (4.034)] [KD 2.571 (2.615)] +2024-10-18 22:56:52,653 - Train: 60.05% [751200/1251000] [600.5/1000.0] [batch_t 0.360 (0.412)] [data_t 0.015] [optim_t 0.345] [lr 0.001054] [CE 4.323 (4.142)] [KD 2.700 (2.645)] +2024-10-18 22:57:14,811 - Train: 60.05% [751250/1251000] [600.5/1000.0] [batch_t 0.449 (0.443)] [data_t 0.106] [optim_t 0.343] [lr 0.001054] [CE 3.893 (4.024)] [KD 2.453 (2.586)] +2024-10-18 22:57:36,560 - Train: 60.06% [751300/1251000] [600.6/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.348] [lr 0.001054] [CE 4.028 (3.984)] [KD 2.483 (2.541)] +2024-10-18 22:57:58,594 - Train: 60.06% [751350/1251000] [600.6/1000.0] [batch_t 0.437 (0.441)] [data_t 0.092] [optim_t 0.345] [lr 0.001053] [CE 4.236 (4.105)] [KD 2.675 (2.601)] +2024-10-18 22:58:19,673 - Train: 60.06% [751400/1251000] [600.6/1000.0] [batch_t 0.364 (0.421)] [data_t 0.015] [optim_t 0.349] [lr 0.001053] [CE 4.342 (4.076)] [KD 2.678 (2.596)] +2024-10-18 22:58:40,838 - Train: 60.07% [751450/1251000] [600.7/1000.0] [batch_t 0.389 (0.423)] [data_t 0.055] [optim_t 0.333] [lr 0.001053] [CE 3.961 (4.154)] [KD 2.496 (2.679)] +2024-10-18 22:59:02,994 - Train: 60.07% [751500/1251000] [600.7/1000.0] [batch_t 0.473 (0.443)] [data_t 0.130] [optim_t 0.344] [lr 0.001053] [CE 4.277 (4.096)] [KD 2.724 (2.670)] +2024-10-18 22:59:24,389 - Train: 60.08% [751550/1251000] [600.8/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.001053] [CE 3.854 (4.089)] [KD 2.504 (2.633)] +2024-10-18 22:59:45,572 - Train: 60.08% [751600/1251000] [600.8/1000.0] [batch_t 0.428 (0.424)] [data_t 0.082] [optim_t 0.347] [lr 0.001053] [CE 4.656 (4.050)] [KD 2.766 (2.595)] +2024-10-18 23:00:06,906 - Train: 60.08% [751650/1251000] [600.8/1000.0] [batch_t 0.519 (0.427)] [data_t 0.049] [optim_t 0.470] [lr 0.001052] [CE 4.189 (4.078)] [KD 2.710 (2.624)] +2024-10-18 23:00:27,521 - Train: 60.09% [751700/1251000] [600.9/1000.0] [batch_t 0.359 (0.412)] [data_t 0.015] [optim_t 0.344] [lr 0.001052] [CE 4.403 (4.020)] [KD 2.962 (2.624)] +2024-10-18 23:00:48,335 - Train: 60.09% [751750/1251000] [600.9/1000.0] [batch_t 0.470 (0.416)] [data_t 0.128] [optim_t 0.343] [lr 0.001052] [CE 4.256 (4.020)] [KD 2.653 (2.579)] +2024-10-18 23:01:09,178 - Train: 60.10% [751800/1251000] [601.0/1000.0] [batch_t 0.380 (0.417)] [data_t 0.037] [optim_t 0.343] [lr 0.001052] [CE 4.558 (4.029)] [KD 2.764 (2.610)] +2024-10-18 23:01:30,231 - Train: 60.10% [751850/1251000] [601.0/1000.0] [batch_t 0.357 (0.421)] [data_t 0.015] [optim_t 0.342] [lr 0.001052] [CE 3.900 (4.067)] [KD 2.396 (2.618)] +2024-10-18 23:01:51,257 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.408)] [top1_cnt 39468] [top5_cnt 47264] [top_all 50000] +2024-10-18 23:01:51,258 - net: 78.936 (94.528) +2024-10-18 23:02:12,512 - Test (net_E): 100.00% [50/50] [batch_t 0.132 (0.419)] [top1_cnt 40883] [top5_cnt 47947] [top_all 50000] +2024-10-18 23:02:12,513 - net_E: 81.766 (95.894) +2024-10-18 23:02:12,666 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.766 (epoch: 601)] +2024-10-18 23:02:12,667 - ==> Total time: 3 days, 23:20:21 Eta: 2 days, 15:17:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 23:02:38,620 - Train: 60.10% [751900/1251000] [601.0/1000.0] [batch_t 0.360 (0.426)] [data_t 0.016] [optim_t 0.344] [lr 0.001052] [CE 4.325 (3.965)] [KD 2.644 (2.564)] +2024-10-18 23:02:59,693 - Train: 60.11% [751950/1251000] [601.1/1000.0] [batch_t 0.437 (0.421)] [data_t 0.015] [optim_t 0.422] [lr 0.001051] [CE 4.420 (4.064)] [KD 2.804 (2.591)] +2024-10-18 23:03:21,399 - Train: 60.11% [752000/1251000] [601.1/1000.0] [batch_t 0.459 (0.434)] [data_t 0.015] [optim_t 0.444] [lr 0.001051] [CE 4.260 (4.012)] [KD 2.598 (2.593)] +2024-10-18 23:03:42,645 - Train: 60.12% [752050/1251000] [601.2/1000.0] [batch_t 0.386 (0.425)] [data_t 0.015] [optim_t 0.371] [lr 0.001051] [CE 4.129 (4.049)] [KD 2.857 (2.595)] +2024-10-18 23:04:03,720 - Train: 60.12% [752100/1251000] [601.2/1000.0] [batch_t 0.358 (0.421)] [data_t 0.016] [optim_t 0.342] [lr 0.001051] [CE 3.981 (3.989)] [KD 2.586 (2.558)] +2024-10-18 23:04:24,022 - Train: 60.12% [752150/1251000] [601.2/1000.0] [batch_t 0.378 (0.406)] [data_t 0.015] [optim_t 0.362] [lr 0.001051] [CE 3.894 (4.095)] [KD 2.619 (2.635)] +2024-10-18 23:04:44,372 - Train: 60.13% [752200/1251000] [601.3/1000.0] [batch_t 0.466 (0.407)] [data_t 0.015] [optim_t 0.451] [lr 0.001050] [CE 4.049 (4.033)] [KD 2.710 (2.576)] +2024-10-18 23:05:05,710 - Train: 60.13% [752250/1251000] [601.3/1000.0] [batch_t 0.393 (0.427)] [data_t 0.015] [optim_t 0.378] [lr 0.001050] [CE 4.001 (4.113)] [KD 2.542 (2.623)] +2024-10-18 23:05:26,912 - Train: 60.14% [752300/1251000] [601.4/1000.0] [batch_t 0.588 (0.424)] [data_t 0.015] [optim_t 0.573] [lr 0.001050] [CE 4.378 (4.063)] [KD 2.783 (2.597)] +2024-10-18 23:05:47,562 - Train: 60.14% [752350/1251000] [601.4/1000.0] [batch_t 0.516 (0.413)] [data_t 0.015] [optim_t 0.501] [lr 0.001050] [CE 4.077 (4.148)] [KD 2.596 (2.640)] +2024-10-18 23:06:07,719 - Train: 60.14% [752400/1251000] [601.4/1000.0] [batch_t 0.388 (0.403)] [data_t 0.015] [optim_t 0.372] [lr 0.001050] [CE 4.100 (3.999)] [KD 2.588 (2.539)] +2024-10-18 23:06:28,555 - Train: 60.15% [752450/1251000] [601.5/1000.0] [batch_t 0.359 (0.417)] [data_t 0.015] [optim_t 0.344] [lr 0.001050] [CE 4.113 (4.039)] [KD 2.824 (2.597)] +2024-10-18 23:06:49,398 - Train: 60.15% [752500/1251000] [601.5/1000.0] [batch_t 0.474 (0.417)] [data_t 0.016] [optim_t 0.459] [lr 0.001049] [CE 3.842 (4.078)] [KD 2.490 (2.607)] +2024-10-18 23:07:10,127 - Train: 60.16% [752550/1251000] [601.6/1000.0] [batch_t 0.388 (0.414)] [data_t 0.015] [optim_t 0.372] [lr 0.001049] [CE 3.688 (4.083)] [KD 2.490 (2.636)] +2024-10-18 23:07:30,683 - Train: 60.16% [752600/1251000] [601.6/1000.0] [batch_t 0.396 (0.411)] [data_t 0.015] [optim_t 0.381] [lr 0.001049] [CE 4.099 (4.073)] [KD 2.617 (2.606)] +2024-10-18 23:07:51,887 - Train: 60.16% [752650/1251000] [601.6/1000.0] [batch_t 0.412 (0.424)] [data_t 0.015] [optim_t 0.397] [lr 0.001049] [CE 4.143 (4.075)] [KD 2.845 (2.618)] +2024-10-18 23:08:13,311 - Train: 60.17% [752700/1251000] [601.7/1000.0] [batch_t 0.390 (0.428)] [data_t 0.016] [optim_t 0.375] [lr 0.001049] [CE 4.167 (4.094)] [KD 2.600 (2.604)] +2024-10-18 23:08:34,021 - Train: 60.17% [752750/1251000] [601.7/1000.0] [batch_t 0.365 (0.414)] [data_t 0.015] [optim_t 0.350] [lr 0.001048] [CE 3.858 (4.035)] [KD 2.388 (2.557)] +2024-10-18 23:08:55,070 - Train: 60.18% [752800/1251000] [601.8/1000.0] [batch_t 0.438 (0.421)] [data_t 0.015] [optim_t 0.423] [lr 0.001048] [CE 4.198 (4.068)] [KD 2.582 (2.596)] +2024-10-18 23:09:15,906 - Train: 60.18% [752850/1251000] [601.8/1000.0] [batch_t 0.413 (0.417)] [data_t 0.015] [optim_t 0.397] [lr 0.001048] [CE 3.560 (4.054)] [KD 2.253 (2.613)] +2024-10-18 23:09:36,669 - Train: 60.18% [752900/1251000] [601.8/1000.0] [batch_t 0.472 (0.415)] [data_t 0.015] [optim_t 0.457] [lr 0.001048] [CE 4.096 (4.084)] [KD 2.552 (2.624)] +2024-10-18 23:09:57,221 - Train: 60.19% [752950/1251000] [601.9/1000.0] [batch_t 0.363 (0.411)] [data_t 0.015] [optim_t 0.347] [lr 0.001048] [CE 4.697 (4.041)] [KD 2.751 (2.563)] +2024-10-18 23:10:17,990 - Train: 60.19% [753000/1251000] [601.9/1000.0] [batch_t 0.364 (0.415)] [data_t 0.015] [optim_t 0.349] [lr 0.001048] [CE 4.111 (4.038)] [KD 2.562 (2.588)] +2024-10-18 23:10:38,687 - Train: 60.20% [753050/1251000] [602.0/1000.0] [batch_t 0.499 (0.414)] [data_t 0.015] [optim_t 0.484] [lr 0.001047] [CE 4.001 (4.025)] [KD 2.623 (2.616)] +2024-10-18 23:10:58,964 - Train: 60.20% [753100/1251000] [602.0/1000.0] [batch_t 0.360 (0.405)] [data_t 0.015] [optim_t 0.345] [lr 0.001047] [CE 4.283 (4.075)] [KD 2.890 (2.624)] +2024-10-18 23:11:22,237 - Test (net): 100.00% [50/50] [batch_t 0.130 (0.448)] [top1_cnt 39507] [top5_cnt 47373] [top_all 50000] +2024-10-18 23:11:22,237 - net: 79.014 (94.746) +2024-10-18 23:11:43,844 - Test (net_E): 100.00% [50/50] [batch_t 0.144 (0.424)] [top1_cnt 40930] [top5_cnt 47916] [top_all 50000] +2024-10-18 23:11:43,844 - net_E: 81.860 (95.832) +2024-10-18 23:11:43,996 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.860 (epoch: 602)] +2024-10-18 23:11:43,997 - ==> Total time: 3 days, 23:29:52 Eta: 2 days, 15:08:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 23:12:10,220 - Train: 60.20% [753150/1251000] [602.0/1000.0] [batch_t 0.421 (0.459)] [data_t 0.015] [optim_t 0.405] [lr 0.001047] [CE 4.283 (4.086)] [KD 2.755 (2.624)] +2024-10-18 23:12:32,557 - Train: 60.21% [753200/1251000] [602.1/1000.0] [batch_t 0.480 (0.447)] [data_t 0.016] [optim_t 0.464] [lr 0.001047] [CE 3.739 (4.124)] [KD 2.493 (2.642)] +2024-10-18 23:12:54,573 - Train: 60.21% [753250/1251000] [602.1/1000.0] [batch_t 0.476 (0.440)] [data_t 0.015] [optim_t 0.461] [lr 0.001047] [CE 4.338 (4.098)] [KD 2.839 (2.638)] +2024-10-18 23:13:16,391 - Train: 60.22% [753300/1251000] [602.2/1000.0] [batch_t 0.423 (0.436)] [data_t 0.016] [optim_t 0.408] [lr 0.001047] [CE 4.189 (4.066)] [KD 2.559 (2.629)] +2024-10-18 23:13:37,932 - Train: 60.22% [753350/1251000] [602.2/1000.0] [batch_t 0.455 (0.431)] [data_t 0.015] [optim_t 0.440] [lr 0.001046] [CE 3.751 (4.031)] [KD 2.393 (2.600)] +2024-10-18 23:13:59,367 - Train: 60.22% [753400/1251000] [602.2/1000.0] [batch_t 0.403 (0.429)] [data_t 0.016] [optim_t 0.387] [lr 0.001046] [CE 4.161 (4.001)] [KD 2.522 (2.558)] +2024-10-18 23:14:20,683 - Train: 60.23% [753450/1251000] [602.3/1000.0] [batch_t 0.462 (0.426)] [data_t 0.015] [optim_t 0.446] [lr 0.001046] [CE 4.076 (4.117)] [KD 2.765 (2.634)] +2024-10-18 23:14:42,312 - Train: 60.23% [753500/1251000] [602.3/1000.0] [batch_t 0.445 (0.432)] [data_t 0.015] [optim_t 0.430] [lr 0.001046] [CE 3.945 (4.139)] [KD 2.484 (2.685)] +2024-10-18 23:15:03,743 - Train: 60.24% [753550/1251000] [602.4/1000.0] [batch_t 0.375 (0.429)] [data_t 0.015] [optim_t 0.359] [lr 0.001046] [CE 3.680 (3.971)] [KD 2.466 (2.557)] +2024-10-18 23:15:25,220 - Train: 60.24% [753600/1251000] [602.4/1000.0] [batch_t 0.419 (0.429)] [data_t 0.016] [optim_t 0.403] [lr 0.001045] [CE 4.071 (4.097)] [KD 2.552 (2.650)] +2024-10-18 23:15:46,527 - Train: 60.24% [753650/1251000] [602.4/1000.0] [batch_t 0.455 (0.426)] [data_t 0.015] [optim_t 0.439] [lr 0.001045] [CE 3.771 (4.057)] [KD 2.395 (2.591)] +2024-10-18 23:16:07,922 - Train: 60.25% [753700/1251000] [602.5/1000.0] [batch_t 0.460 (0.428)] [data_t 0.087] [optim_t 0.373] [lr 0.001045] [CE 4.233 (4.002)] [KD 2.787 (2.587)] +2024-10-18 23:16:29,529 - Train: 60.25% [753750/1251000] [602.5/1000.0] [batch_t 0.434 (0.432)] [data_t 0.015] [optim_t 0.418] [lr 0.001045] [CE 4.289 (3.977)] [KD 2.642 (2.607)] +2024-10-18 23:16:50,930 - Train: 60.26% [753800/1251000] [602.6/1000.0] [batch_t 0.429 (0.428)] [data_t 0.015] [optim_t 0.414] [lr 0.001045] [CE 3.549 (4.052)] [KD 2.300 (2.615)] +2024-10-18 23:17:12,655 - Train: 60.26% [753850/1251000] [602.6/1000.0] [batch_t 0.391 (0.434)] [data_t 0.015] [optim_t 0.376] [lr 0.001045] [CE 4.323 (3.978)] [KD 2.706 (2.562)] +2024-10-18 23:17:33,823 - Train: 60.26% [753900/1251000] [602.6/1000.0] [batch_t 0.419 (0.423)] [data_t 0.015] [optim_t 0.404] [lr 0.001044] [CE 4.286 (4.022)] [KD 2.775 (2.582)] +2024-10-18 23:17:55,317 - Train: 60.27% [753950/1251000] [602.7/1000.0] [batch_t 0.480 (0.430)] [data_t 0.015] [optim_t 0.465] [lr 0.001044] [CE 4.107 (4.006)] [KD 2.792 (2.581)] +2024-10-18 23:18:16,202 - Train: 60.27% [754000/1251000] [602.7/1000.0] [batch_t 0.390 (0.418)] [data_t 0.015] [optim_t 0.375] [lr 0.001044] [CE 3.716 (4.029)] [KD 2.359 (2.629)] +2024-10-18 23:18:37,730 - Train: 60.28% [754050/1251000] [602.8/1000.0] [batch_t 0.463 (0.430)] [data_t 0.015] [optim_t 0.448] [lr 0.001044] [CE 3.690 (4.081)] [KD 2.213 (2.598)] +2024-10-18 23:18:59,404 - Train: 60.28% [754100/1251000] [602.8/1000.0] [batch_t 0.427 (0.433)] [data_t 0.015] [optim_t 0.411] [lr 0.001044] [CE 4.428 (4.144)] [KD 2.668 (2.642)] +2024-10-18 23:19:20,835 - Train: 60.28% [754150/1251000] [602.8/1000.0] [batch_t 0.401 (0.429)] [data_t 0.015] [optim_t 0.385] [lr 0.001044] [CE 4.346 (4.054)] [KD 2.961 (2.608)] +2024-10-18 23:19:42,500 - Train: 60.29% [754200/1251000] [602.9/1000.0] [batch_t 0.405 (0.433)] [data_t 0.015] [optim_t 0.390] [lr 0.001043] [CE 4.021 (4.062)] [KD 2.566 (2.617)] +2024-10-18 23:20:03,716 - Train: 60.29% [754250/1251000] [602.9/1000.0] [batch_t 0.453 (0.424)] [data_t 0.015] [optim_t 0.438] [lr 0.001043] [CE 3.922 (4.100)] [KD 2.573 (2.648)] +2024-10-18 23:20:25,295 - Train: 60.30% [754300/1251000] [603.0/1000.0] [batch_t 0.358 (0.431)] [data_t 0.015] [optim_t 0.343] [lr 0.001043] [CE 4.386 (4.043)] [KD 2.791 (2.591)] +2024-10-18 23:20:45,633 - Train: 60.30% [754350/1251000] [603.0/1000.0] [batch_t 0.359 (0.407)] [data_t 0.015] [optim_t 0.344] [lr 0.001043] [CE 3.853 (4.033)] [KD 2.398 (2.574)] +2024-10-18 23:21:08,245 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 39601] [top5_cnt 47371] [top_all 50000] +2024-10-18 23:21:08,245 - net: 79.202 (94.742) +2024-10-18 23:21:29,511 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40908] [top5_cnt 47930] [top_all 50000] +2024-10-18 23:21:29,512 - net_E: 81.816 (95.860) +2024-10-18 23:21:29,662 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.860 (epoch: 602)] +2024-10-18 23:21:29,662 - ==> Total time: 3 days, 23:39:38 Eta: 2 days, 14:58:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 23:21:53,064 - Train: 60.30% [754400/1251000] [603.0/1000.0] [batch_t 0.361 (0.463)] [data_t 0.015] [optim_t 0.345] [lr 0.001043] [CE 3.656 (4.030)] [KD 2.487 (2.581)] +2024-10-18 23:22:13,513 - Train: 60.31% [754450/1251000] [603.1/1000.0] [batch_t 0.431 (0.409)] [data_t 0.015] [optim_t 0.415] [lr 0.001042] [CE 3.850 (3.999)] [KD 2.683 (2.566)] +2024-10-18 23:22:34,529 - Train: 60.31% [754500/1251000] [603.1/1000.0] [batch_t 0.359 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.001042] [CE 4.149 (4.106)] [KD 2.598 (2.597)] +2024-10-18 23:22:54,813 - Train: 60.32% [754550/1251000] [603.2/1000.0] [batch_t 0.385 (0.406)] [data_t 0.015] [optim_t 0.369] [lr 0.001042] [CE 4.412 (4.077)] [KD 2.927 (2.620)] +2024-10-18 23:23:16,276 - Train: 60.32% [754600/1251000] [603.2/1000.0] [batch_t 0.496 (0.429)] [data_t 0.016] [optim_t 0.480] [lr 0.001042] [CE 4.067 (3.988)] [KD 2.575 (2.546)] +2024-10-18 23:23:36,999 - Train: 60.32% [754650/1251000] [603.2/1000.0] [batch_t 0.366 (0.414)] [data_t 0.015] [optim_t 0.350] [lr 0.001042] [CE 3.810 (4.016)] [KD 2.342 (2.572)] +2024-10-18 23:23:57,695 - Train: 60.33% [754700/1251000] [603.3/1000.0] [batch_t 0.505 (0.414)] [data_t 0.015] [optim_t 0.490] [lr 0.001042] [CE 4.011 (4.079)] [KD 2.584 (2.604)] +2024-10-18 23:24:18,514 - Train: 60.33% [754750/1251000] [603.3/1000.0] [batch_t 0.463 (0.416)] [data_t 0.016] [optim_t 0.448] [lr 0.001041] [CE 4.334 (4.056)] [KD 2.665 (2.593)] +2024-10-18 23:24:39,396 - Train: 60.34% [754800/1251000] [603.4/1000.0] [batch_t 0.385 (0.418)] [data_t 0.015] [optim_t 0.370] [lr 0.001041] [CE 3.954 (4.115)] [KD 2.490 (2.622)] +2024-10-18 23:25:00,397 - Train: 60.34% [754850/1251000] [603.4/1000.0] [batch_t 0.420 (0.420)] [data_t 0.015] [optim_t 0.405] [lr 0.001041] [CE 3.272 (4.081)] [KD 2.134 (2.589)] +2024-10-18 23:25:21,520 - Train: 60.34% [754900/1251000] [603.4/1000.0] [batch_t 0.371 (0.422)] [data_t 0.015] [optim_t 0.356] [lr 0.001041] [CE 4.392 (4.043)] [KD 2.929 (2.605)] +2024-10-18 23:25:42,595 - Train: 60.35% [754950/1251000] [603.5/1000.0] [batch_t 0.416 (0.421)] [data_t 0.015] [optim_t 0.401] [lr 0.001041] [CE 3.747 (4.079)] [KD 2.430 (2.585)] +2024-10-18 23:26:03,808 - Train: 60.35% [755000/1251000] [603.5/1000.0] [batch_t 0.363 (0.424)] [data_t 0.016] [optim_t 0.347] [lr 0.001041] [CE 3.810 (4.114)] [KD 2.384 (2.635)] +2024-10-18 23:26:25,419 - Train: 60.36% [755050/1251000] [603.6/1000.0] [batch_t 0.419 (0.432)] [data_t 0.015] [optim_t 0.404] [lr 0.001040] [CE 4.113 (4.024)] [KD 2.577 (2.583)] +2024-10-18 23:26:47,595 - Train: 60.36% [755100/1251000] [603.6/1000.0] [batch_t 0.361 (0.443)] [data_t 0.015] [optim_t 0.346] [lr 0.001040] [CE 4.133 (4.004)] [KD 2.576 (2.570)] +2024-10-18 23:27:08,747 - Train: 60.36% [755150/1251000] [603.6/1000.0] [batch_t 0.372 (0.423)] [data_t 0.015] [optim_t 0.357] [lr 0.001040] [CE 4.053 (4.028)] [KD 2.618 (2.593)] +2024-10-18 23:27:29,768 - Train: 60.37% [755200/1251000] [603.7/1000.0] [batch_t 0.496 (0.420)] [data_t 0.015] [optim_t 0.480] [lr 0.001040] [CE 3.964 (4.037)] [KD 2.304 (2.590)] +2024-10-18 23:27:50,902 - Train: 60.37% [755250/1251000] [603.7/1000.0] [batch_t 0.473 (0.423)] [data_t 0.015] [optim_t 0.457] [lr 0.001040] [CE 3.988 (4.038)] [KD 2.549 (2.580)] +2024-10-18 23:28:11,941 - Train: 60.38% [755300/1251000] [603.8/1000.0] [batch_t 0.415 (0.421)] [data_t 0.015] [optim_t 0.400] [lr 0.001039] [CE 4.304 (4.052)] [KD 2.738 (2.590)] +2024-10-18 23:28:33,079 - Train: 60.38% [755350/1251000] [603.8/1000.0] [batch_t 0.372 (0.423)] [data_t 0.015] [optim_t 0.357] [lr 0.001039] [CE 3.922 (4.045)] [KD 2.411 (2.582)] +2024-10-18 23:28:54,452 - Train: 60.38% [755400/1251000] [603.8/1000.0] [batch_t 0.361 (0.427)] [data_t 0.015] [optim_t 0.345] [lr 0.001039] [CE 3.988 (4.013)] [KD 2.639 (2.559)] +2024-10-18 23:29:15,555 - Train: 60.39% [755450/1251000] [603.9/1000.0] [batch_t 0.412 (0.422)] [data_t 0.015] [optim_t 0.396] [lr 0.001039] [CE 3.937 (4.041)] [KD 2.708 (2.614)] +2024-10-18 23:29:36,607 - Train: 60.39% [755500/1251000] [603.9/1000.0] [batch_t 0.426 (0.421)] [data_t 0.015] [optim_t 0.411] [lr 0.001039] [CE 4.286 (4.024)] [KD 2.591 (2.620)] +2024-10-18 23:29:57,694 - Train: 60.40% [755550/1251000] [604.0/1000.0] [batch_t 0.400 (0.422)] [data_t 0.015] [optim_t 0.385] [lr 0.001039] [CE 4.060 (4.086)] [KD 2.609 (2.643)] +2024-10-18 23:30:18,300 - Train: 60.40% [755600/1251000] [604.0/1000.0] [batch_t 0.359 (0.412)] [data_t 0.015] [optim_t 0.344] [lr 0.001038] [CE 4.037 (4.072)] [KD 2.587 (2.633)] +2024-10-18 23:30:41,133 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 39411] [top5_cnt 47302] [top_all 50000] +2024-10-18 23:30:41,133 - net: 78.822 (94.604) +2024-10-18 23:31:02,776 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 40932] [top5_cnt 47917] [top_all 50000] +2024-10-18 23:31:02,776 - net_E: 81.864 (95.834) +2024-10-18 23:31:02,963 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.864 (epoch: 604)] +2024-10-18 23:31:02,963 - ==> Total time: 3 days, 23:49:11 Eta: 2 days, 14:49:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 23:31:29,391 - Train: 60.40% [755650/1251000] [604.0/1000.0] [batch_t 0.357 (0.416)] [data_t 0.015] [optim_t 0.342] [lr 0.001038] [CE 4.031 (4.176)] [KD 2.295 (2.634)] +2024-10-18 23:31:51,007 - Train: 60.41% [755700/1251000] [604.1/1000.0] [batch_t 0.442 (0.432)] [data_t 0.015] [optim_t 0.427] [lr 0.001038] [CE 4.054 (4.014)] [KD 2.675 (2.560)] +2024-10-18 23:32:12,524 - Train: 60.41% [755750/1251000] [604.1/1000.0] [batch_t 0.419 (0.430)] [data_t 0.015] [optim_t 0.404] [lr 0.001038] [CE 4.478 (4.090)] [KD 2.673 (2.611)] +2024-10-18 23:32:33,860 - Train: 60.42% [755800/1251000] [604.2/1000.0] [batch_t 0.400 (0.427)] [data_t 0.015] [optim_t 0.384] [lr 0.001038] [CE 3.868 (4.208)] [KD 2.585 (2.667)] +2024-10-18 23:32:55,204 - Train: 60.42% [755850/1251000] [604.2/1000.0] [batch_t 0.425 (0.427)] [data_t 0.015] [optim_t 0.409] [lr 0.001038] [CE 4.188 (4.058)] [KD 2.546 (2.590)] +2024-10-18 23:33:16,933 - Train: 60.42% [755900/1251000] [604.2/1000.0] [batch_t 0.362 (0.434)] [data_t 0.015] [optim_t 0.347] [lr 0.001037] [CE 4.301 (4.091)] [KD 2.740 (2.611)] +2024-10-18 23:33:38,689 - Train: 60.43% [755950/1251000] [604.3/1000.0] [batch_t 0.406 (0.435)] [data_t 0.015] [optim_t 0.390] [lr 0.001037] [CE 4.241 (4.044)] [KD 2.718 (2.591)] +2024-10-18 23:33:59,978 - Train: 60.43% [756000/1251000] [604.3/1000.0] [batch_t 0.390 (0.426)] [data_t 0.015] [optim_t 0.375] [lr 0.001037] [CE 4.246 (4.008)] [KD 2.749 (2.543)] +2024-10-18 23:34:21,780 - Train: 60.44% [756050/1251000] [604.4/1000.0] [batch_t 0.461 (0.436)] [data_t 0.015] [optim_t 0.446] [lr 0.001037] [CE 4.198 (4.094)] [KD 2.656 (2.650)] +2024-10-18 23:34:43,071 - Train: 60.44% [756100/1251000] [604.4/1000.0] [batch_t 0.404 (0.426)] [data_t 0.015] [optim_t 0.388] [lr 0.001037] [CE 4.458 (4.095)] [KD 2.690 (2.618)] +2024-10-18 23:35:04,451 - Train: 60.44% [756150/1251000] [604.4/1000.0] [batch_t 0.394 (0.428)] [data_t 0.016] [optim_t 0.378] [lr 0.001036] [CE 4.137 (4.081)] [KD 2.686 (2.629)] +2024-10-18 23:35:25,676 - Train: 60.45% [756200/1251000] [604.5/1000.0] [batch_t 0.458 (0.424)] [data_t 0.016] [optim_t 0.443] [lr 0.001036] [CE 4.247 (4.112)] [KD 2.799 (2.624)] +2024-10-18 23:35:47,214 - Train: 60.45% [756250/1251000] [604.5/1000.0] [batch_t 0.464 (0.431)] [data_t 0.015] [optim_t 0.449] [lr 0.001036] [CE 3.549 (4.042)] [KD 2.183 (2.596)] +2024-10-18 23:36:08,376 - Train: 60.46% [756300/1251000] [604.6/1000.0] [batch_t 0.381 (0.423)] [data_t 0.016] [optim_t 0.365] [lr 0.001036] [CE 3.686 (4.035)] [KD 2.429 (2.579)] +2024-10-18 23:36:29,811 - Train: 60.46% [756350/1251000] [604.6/1000.0] [batch_t 0.362 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.001036] [CE 3.237 (3.974)] [KD 2.183 (2.588)] +2024-10-18 23:36:51,633 - Train: 60.46% [756400/1251000] [604.6/1000.0] [batch_t 0.546 (0.436)] [data_t 0.016] [optim_t 0.530] [lr 0.001036] [CE 4.084 (4.031)] [KD 2.650 (2.578)] +2024-10-18 23:37:12,944 - Train: 60.47% [756450/1251000] [604.7/1000.0] [batch_t 0.433 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.001035] [CE 3.425 (4.097)] [KD 2.313 (2.645)] +2024-10-18 23:37:34,456 - Train: 60.47% [756500/1251000] [604.7/1000.0] [batch_t 0.443 (0.430)] [data_t 0.016] [optim_t 0.427] [lr 0.001035] [CE 4.443 (4.096)] [KD 2.770 (2.626)] +2024-10-18 23:37:56,199 - Train: 60.48% [756550/1251000] [604.8/1000.0] [batch_t 0.433 (0.435)] [data_t 0.015] [optim_t 0.418] [lr 0.001035] [CE 4.233 (4.085)] [KD 2.738 (2.644)] +2024-10-18 23:38:17,783 - Train: 60.48% [756600/1251000] [604.8/1000.0] [batch_t 0.460 (0.432)] [data_t 0.015] [optim_t 0.444] [lr 0.001035] [CE 3.858 (4.109)] [KD 2.467 (2.629)] +2024-10-18 23:38:39,627 - Train: 60.48% [756650/1251000] [604.8/1000.0] [batch_t 0.418 (0.437)] [data_t 0.015] [optim_t 0.402] [lr 0.001035] [CE 3.440 (4.041)] [KD 2.359 (2.619)] +2024-10-18 23:39:01,520 - Train: 60.49% [756700/1251000] [604.9/1000.0] [batch_t 0.426 (0.438)] [data_t 0.015] [optim_t 0.410] [lr 0.001035] [CE 4.623 (4.044)] [KD 2.994 (2.603)] +2024-10-18 23:39:23,406 - Train: 60.49% [756750/1251000] [604.9/1000.0] [batch_t 0.405 (0.438)] [data_t 0.015] [optim_t 0.390] [lr 0.001034] [CE 4.362 (4.135)] [KD 2.887 (2.655)] +2024-10-18 23:39:45,135 - Train: 60.50% [756800/1251000] [605.0/1000.0] [batch_t 0.432 (0.434)] [data_t 0.015] [optim_t 0.416] [lr 0.001034] [CE 4.256 (4.051)] [KD 2.689 (2.602)] +2024-10-18 23:40:06,651 - Train: 60.50% [756850/1251000] [605.0/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.001034] [CE 3.802 (4.056)] [KD 2.401 (2.578)] +2024-10-18 23:40:30,336 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 39376] [top5_cnt 47325] [top_all 50000] +2024-10-18 23:40:30,337 - net: 78.752 (94.650) +2024-10-18 23:40:51,749 - Test (net_E): 100.00% [50/50] [batch_t 0.132 (0.422)] [top1_cnt 40925] [top5_cnt 47941] [top_all 50000] +2024-10-18 23:40:51,750 - net_E: 81.850 (95.882) +2024-10-18 23:40:51,907 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.864 (epoch: 604)] +2024-10-18 23:40:51,907 - ==> Total time: 3 days, 23:59:00 Eta: 2 days, 14:40:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 23:41:16,183 - Train: 60.50% [756900/1251000] [605.0/1000.0] [batch_t 0.445 (0.509)] [data_t 0.015] [optim_t 0.430] [lr 0.001034] [CE 3.952 (4.092)] [KD 2.646 (2.598)] +2024-10-18 23:41:37,893 - Train: 60.51% [756950/1251000] [605.1/1000.0] [batch_t 0.408 (0.434)] [data_t 0.015] [optim_t 0.393] [lr 0.001034] [CE 4.179 (3.971)] [KD 2.677 (2.539)] +2024-10-18 23:41:59,378 - Train: 60.51% [757000/1251000] [605.1/1000.0] [batch_t 0.424 (0.430)] [data_t 0.015] [optim_t 0.408] [lr 0.001033] [CE 4.395 (4.071)] [KD 2.668 (2.553)] +2024-10-18 23:42:21,409 - Train: 60.52% [757050/1251000] [605.2/1000.0] [batch_t 0.496 (0.441)] [data_t 0.015] [optim_t 0.481] [lr 0.001033] [CE 3.744 (4.088)] [KD 2.483 (2.615)] +2024-10-18 23:42:43,120 - Train: 60.52% [757100/1251000] [605.2/1000.0] [batch_t 0.408 (0.434)] [data_t 0.015] [optim_t 0.393] [lr 0.001033] [CE 3.978 (4.044)] [KD 2.477 (2.557)] +2024-10-18 23:43:04,552 - Train: 60.52% [757150/1251000] [605.2/1000.0] [batch_t 0.424 (0.429)] [data_t 0.015] [optim_t 0.408] [lr 0.001033] [CE 3.684 (4.032)] [KD 2.465 (2.571)] +2024-10-18 23:43:25,549 - Train: 60.53% [757200/1251000] [605.3/1000.0] [batch_t 0.409 (0.420)] [data_t 0.015] [optim_t 0.394] [lr 0.001033] [CE 4.579 (4.041)] [KD 2.732 (2.545)] +2024-10-18 23:43:46,934 - Train: 60.53% [757250/1251000] [605.3/1000.0] [batch_t 0.444 (0.428)] [data_t 0.015] [optim_t 0.429] [lr 0.001033] [CE 3.651 (4.078)] [KD 2.344 (2.595)] +2024-10-18 23:44:09,145 - Train: 60.54% [757300/1251000] [605.4/1000.0] [batch_t 0.420 (0.444)] [data_t 0.016] [optim_t 0.404] [lr 0.001032] [CE 3.476 (4.015)] [KD 2.247 (2.573)] +2024-10-18 23:44:31,439 - Train: 60.54% [757350/1251000] [605.4/1000.0] [batch_t 0.450 (0.446)] [data_t 0.015] [optim_t 0.435] [lr 0.001032] [CE 3.491 (4.056)] [KD 2.254 (2.583)] +2024-10-18 23:44:53,377 - Train: 60.54% [757400/1251000] [605.4/1000.0] [batch_t 0.400 (0.439)] [data_t 0.015] [optim_t 0.385] [lr 0.001032] [CE 4.245 (3.968)] [KD 2.559 (2.556)] +2024-10-18 23:45:13,814 - Train: 60.55% [757450/1251000] [605.5/1000.0] [batch_t 0.404 (0.409)] [data_t 0.016] [optim_t 0.388] [lr 0.001032] [CE 4.324 (4.063)] [KD 2.688 (2.614)] +2024-10-18 23:45:33,885 - Train: 60.55% [757500/1251000] [605.5/1000.0] [batch_t 0.380 (0.401)] [data_t 0.015] [optim_t 0.364] [lr 0.001032] [CE 4.610 (4.083)] [KD 2.889 (2.582)] +2024-10-18 23:45:55,039 - Train: 60.56% [757550/1251000] [605.6/1000.0] [batch_t 0.503 (0.423)] [data_t 0.015] [optim_t 0.487] [lr 0.001032] [CE 4.498 (4.101)] [KD 3.044 (2.604)] +2024-10-18 23:46:16,634 - Train: 60.56% [757600/1251000] [605.6/1000.0] [batch_t 0.504 (0.432)] [data_t 0.015] [optim_t 0.489] [lr 0.001031] [CE 4.429 (4.016)] [KD 3.026 (2.526)] +2024-10-18 23:46:38,340 - Train: 60.56% [757650/1251000] [605.6/1000.0] [batch_t 0.361 (0.434)] [data_t 0.015] [optim_t 0.346] [lr 0.001031] [CE 4.173 (4.027)] [KD 2.663 (2.592)] +2024-10-18 23:47:00,058 - Train: 60.57% [757700/1251000] [605.7/1000.0] [batch_t 0.507 (0.434)] [data_t 0.015] [optim_t 0.492] [lr 0.001031] [CE 3.874 (3.986)] [KD 2.482 (2.543)] +2024-10-18 23:47:21,622 - Train: 60.57% [757750/1251000] [605.7/1000.0] [batch_t 0.373 (0.431)] [data_t 0.015] [optim_t 0.358] [lr 0.001031] [CE 3.832 (4.039)] [KD 2.477 (2.614)] +2024-10-18 23:47:43,855 - Train: 60.58% [757800/1251000] [605.8/1000.0] [batch_t 0.359 (0.445)] [data_t 0.016] [optim_t 0.343] [lr 0.001031] [CE 4.598 (4.068)] [KD 2.693 (2.625)] +2024-10-18 23:48:05,975 - Train: 60.58% [757850/1251000] [605.8/1000.0] [batch_t 0.485 (0.442)] [data_t 0.015] [optim_t 0.469] [lr 0.001030] [CE 4.370 (3.997)] [KD 2.664 (2.572)] +2024-10-18 23:48:27,444 - Train: 60.58% [757900/1251000] [605.8/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.001030] [CE 4.036 (4.015)] [KD 2.581 (2.597)] +2024-10-18 23:48:49,030 - Train: 60.59% [757950/1251000] [605.9/1000.0] [batch_t 0.362 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.001030] [CE 2.885 (4.009)] [KD 2.076 (2.573)] +2024-10-18 23:49:11,246 - Train: 60.59% [758000/1251000] [605.9/1000.0] [batch_t 0.464 (0.444)] [data_t 0.015] [optim_t 0.449] [lr 0.001030] [CE 3.731 (4.015)] [KD 2.355 (2.584)] +2024-10-18 23:49:33,477 - Train: 60.60% [758050/1251000] [606.0/1000.0] [batch_t 0.483 (0.444)] [data_t 0.016] [optim_t 0.467] [lr 0.001030] [CE 4.082 (4.032)] [KD 2.620 (2.556)] +2024-10-18 23:49:55,161 - Train: 60.60% [758100/1251000] [606.0/1000.0] [batch_t 0.357 (0.434)] [data_t 0.015] [optim_t 0.342] [lr 0.001030] [CE 4.208 (4.035)] [KD 2.769 (2.573)] +2024-10-18 23:50:18,417 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 39472] [top5_cnt 47361] [top_all 50000] +2024-10-18 23:50:18,418 - net: 78.944 (94.722) +2024-10-18 23:50:40,206 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40934] [top5_cnt 47941] [top_all 50000] +2024-10-18 23:50:40,207 - net_E: 81.868 (95.882) +2024-10-18 23:50:40,375 - Max [top1: 79.230 (epoch: 595)] [top1-ema: 81.868 (epoch: 606)] +2024-10-18 23:50:40,375 - ==> Total time: 4 days, 0:08:48 Eta: 2 days, 14:30:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-18 23:51:04,489 - Train: 60.60% [758150/1251000] [606.0/1000.0] [batch_t 0.413 (0.444)] [data_t 0.072] [optim_t 0.341] [lr 0.001029] [CE 3.595 (4.111)] [KD 2.247 (2.588)] +2024-10-18 23:51:25,590 - Train: 60.61% [758200/1251000] [606.1/1000.0] [batch_t 0.434 (0.422)] [data_t 0.092] [optim_t 0.341] [lr 0.001029] [CE 3.557 (4.043)] [KD 2.319 (2.574)] +2024-10-18 23:51:46,866 - Train: 60.61% [758250/1251000] [606.1/1000.0] [batch_t 0.428 (0.425)] [data_t 0.086] [optim_t 0.341] [lr 0.001029] [CE 4.145 (4.028)] [KD 2.647 (2.569)] +2024-10-18 23:52:07,826 - Train: 60.62% [758300/1251000] [606.2/1000.0] [batch_t 0.434 (0.419)] [data_t 0.092] [optim_t 0.342] [lr 0.001029] [CE 3.742 (4.025)] [KD 2.594 (2.591)] +2024-10-18 23:52:28,160 - Train: 60.62% [758350/1251000] [606.2/1000.0] [batch_t 0.384 (0.407)] [data_t 0.038] [optim_t 0.345] [lr 0.001029] [CE 3.757 (3.999)] [KD 2.450 (2.568)] +2024-10-18 23:52:48,785 - Train: 60.62% [758400/1251000] [606.2/1000.0] [batch_t 0.363 (0.412)] [data_t 0.016] [optim_t 0.347] [lr 0.001029] [CE 4.148 (4.051)] [KD 2.637 (2.584)] +2024-10-18 23:53:09,622 - Train: 60.63% [758450/1251000] [606.3/1000.0] [batch_t 0.424 (0.417)] [data_t 0.015] [optim_t 0.409] [lr 0.001028] [CE 3.777 (4.049)] [KD 2.469 (2.613)] +2024-10-18 23:53:30,005 - Train: 60.63% [758500/1251000] [606.3/1000.0] [batch_t 0.388 (0.408)] [data_t 0.044] [optim_t 0.344] [lr 0.001028] [CE 3.220 (4.025)] [KD 2.289 (2.605)] +2024-10-18 23:53:50,842 - Train: 60.64% [758550/1251000] [606.4/1000.0] [batch_t 0.379 (0.417)] [data_t 0.033] [optim_t 0.345] [lr 0.001028] [CE 4.060 (4.014)] [KD 2.619 (2.591)] +2024-10-18 23:54:11,689 - Train: 60.64% [758600/1251000] [606.4/1000.0] [batch_t 0.472 (0.417)] [data_t 0.127] [optim_t 0.345] [lr 0.001028] [CE 3.700 (4.037)] [KD 2.564 (2.603)] +2024-10-18 23:54:32,754 - Train: 60.64% [758650/1251000] [606.4/1000.0] [batch_t 0.362 (0.421)] [data_t 0.016] [optim_t 0.347] [lr 0.001028] [CE 3.708 (4.104)] [KD 2.300 (2.621)] +2024-10-18 23:54:53,600 - Train: 60.65% [758700/1251000] [606.5/1000.0] [batch_t 0.421 (0.417)] [data_t 0.075] [optim_t 0.346] [lr 0.001027] [CE 4.021 (4.007)] [KD 2.606 (2.571)] +2024-10-18 23:55:14,647 - Train: 60.65% [758750/1251000] [606.5/1000.0] [batch_t 0.400 (0.421)] [data_t 0.052] [optim_t 0.348] [lr 0.001027] [CE 4.401 (4.104)] [KD 2.876 (2.613)] +2024-10-18 23:55:35,918 - Train: 60.66% [758800/1251000] [606.6/1000.0] [batch_t 0.454 (0.425)] [data_t 0.111] [optim_t 0.343] [lr 0.001027] [CE 4.220 (4.047)] [KD 2.635 (2.609)] +2024-10-18 23:55:56,990 - Train: 60.66% [758850/1251000] [606.6/1000.0] [batch_t 0.429 (0.421)] [data_t 0.084] [optim_t 0.345] [lr 0.001027] [CE 3.716 (4.010)] [KD 2.337 (2.547)] +2024-10-18 23:56:17,991 - Train: 60.66% [758900/1251000] [606.6/1000.0] [batch_t 0.423 (0.420)] [data_t 0.082] [optim_t 0.342] [lr 0.001027] [CE 4.505 (4.028)] [KD 2.850 (2.579)] +2024-10-18 23:56:39,133 - Train: 60.67% [758950/1251000] [606.7/1000.0] [batch_t 0.379 (0.423)] [data_t 0.033] [optim_t 0.346] [lr 0.001027] [CE 4.300 (4.045)] [KD 2.759 (2.584)] +2024-10-18 23:57:00,281 - Train: 60.67% [759000/1251000] [606.7/1000.0] [batch_t 0.369 (0.423)] [data_t 0.016] [optim_t 0.354] [lr 0.001026] [CE 3.698 (4.028)] [KD 2.426 (2.602)] +2024-10-18 23:57:21,310 - Train: 60.68% [759050/1251000] [606.8/1000.0] [batch_t 0.362 (0.420)] [data_t 0.016] [optim_t 0.346] [lr 0.001026] [CE 3.873 (4.019)] [KD 2.569 (2.545)] +2024-10-18 23:57:42,626 - Train: 60.68% [759100/1251000] [606.8/1000.0] [batch_t 0.395 (0.426)] [data_t 0.049] [optim_t 0.346] [lr 0.001026] [CE 4.291 (3.972)] [KD 2.704 (2.545)] +2024-10-18 23:58:03,639 - Train: 60.68% [759150/1251000] [606.8/1000.0] [batch_t 0.369 (0.420)] [data_t 0.018] [optim_t 0.350] [lr 0.001026] [CE 4.224 (4.091)] [KD 2.741 (2.611)] +2024-10-18 23:58:24,676 - Train: 60.69% [759200/1251000] [606.9/1000.0] [batch_t 0.460 (0.421)] [data_t 0.113] [optim_t 0.347] [lr 0.001026] [CE 3.990 (4.047)] [KD 2.546 (2.593)] +2024-10-18 23:58:46,362 - Train: 60.69% [759250/1251000] [606.9/1000.0] [batch_t 0.399 (0.434)] [data_t 0.053] [optim_t 0.346] [lr 0.001026] [CE 4.004 (4.063)] [KD 2.551 (2.591)] +2024-10-18 23:59:07,922 - Train: 60.70% [759300/1251000] [607.0/1000.0] [batch_t 0.479 (0.431)] [data_t 0.133] [optim_t 0.346] [lr 0.001025] [CE 3.688 (4.052)] [KD 2.412 (2.597)] +2024-10-18 23:59:28,857 - Train: 60.70% [759350/1251000] [607.0/1000.0] [batch_t 0.364 (0.419)] [data_t 0.015] [optim_t 0.349] [lr 0.001025] [CE 3.691 (4.027)] [KD 2.217 (2.553)] +2024-10-18 23:59:53,434 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.436)] [top1_cnt 39629] [top5_cnt 47400] [top_all 50000] +2024-10-18 23:59:53,435 - net: 79.258 (94.800) +2024-10-19 00:00:15,376 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40918] [top5_cnt 47930] [top_all 50000] +2024-10-19 00:00:15,377 - net_E: 81.836 (95.860) +2024-10-19 00:00:15,548 - Max [top1: 79.258 (epoch: 607)] [top1-ema: 81.868 (epoch: 606)] +2024-10-19 00:00:15,548 - ==> Total time: 4 days, 0:18:24 Eta: 2 days, 14:21:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 00:00:39,933 - Train: 60.70% [759400/1251000] [607.0/1000.0] [batch_t 0.363 (0.442)] [data_t 0.016] [optim_t 0.347] [lr 0.001025] [CE 4.208 (4.097)] [KD 2.873 (2.605)] +2024-10-19 00:01:00,805 - Train: 60.71% [759450/1251000] [607.1/1000.0] [batch_t 0.401 (0.417)] [data_t 0.015] [optim_t 0.386] [lr 0.001025] [CE 3.527 (4.026)] [KD 2.286 (2.567)] +2024-10-19 00:01:22,318 - Train: 60.71% [759500/1251000] [607.1/1000.0] [batch_t 0.411 (0.430)] [data_t 0.015] [optim_t 0.396] [lr 0.001025] [CE 3.737 (4.036)] [KD 2.402 (2.566)] +2024-10-19 00:01:43,455 - Train: 60.72% [759550/1251000] [607.2/1000.0] [batch_t 0.469 (0.423)] [data_t 0.015] [optim_t 0.454] [lr 0.001024] [CE 3.942 (4.073)] [KD 2.552 (2.589)] +2024-10-19 00:02:04,742 - Train: 60.72% [759600/1251000] [607.2/1000.0] [batch_t 0.395 (0.426)] [data_t 0.015] [optim_t 0.380] [lr 0.001024] [CE 3.901 (4.038)] [KD 2.429 (2.581)] +2024-10-19 00:02:25,960 - Train: 60.72% [759650/1251000] [607.2/1000.0] [batch_t 0.445 (0.424)] [data_t 0.016] [optim_t 0.429] [lr 0.001024] [CE 4.090 (3.993)] [KD 2.537 (2.533)] +2024-10-19 00:02:47,383 - Train: 60.73% [759700/1251000] [607.3/1000.0] [batch_t 0.453 (0.428)] [data_t 0.016] [optim_t 0.438] [lr 0.001024] [CE 4.484 (4.019)] [KD 2.850 (2.543)] +2024-10-19 00:03:09,102 - Train: 60.73% [759750/1251000] [607.3/1000.0] [batch_t 0.478 (0.434)] [data_t 0.016] [optim_t 0.462] [lr 0.001024] [CE 3.527 (4.027)] [KD 2.314 (2.547)] +2024-10-19 00:03:31,103 - Train: 60.74% [759800/1251000] [607.4/1000.0] [batch_t 0.495 (0.440)] [data_t 0.016] [optim_t 0.479] [lr 0.001024] [CE 3.738 (4.046)] [KD 2.246 (2.565)] +2024-10-19 00:03:52,173 - Train: 60.74% [759850/1251000] [607.4/1000.0] [batch_t 0.414 (0.421)] [data_t 0.015] [optim_t 0.399] [lr 0.001023] [CE 4.079 (4.096)] [KD 2.576 (2.551)] +2024-10-19 00:04:13,232 - Train: 60.74% [759900/1251000] [607.4/1000.0] [batch_t 0.364 (0.421)] [data_t 0.015] [optim_t 0.348] [lr 0.001023] [CE 3.877 (3.993)] [KD 2.532 (2.527)] +2024-10-19 00:04:34,774 - Train: 60.75% [759950/1251000] [607.5/1000.0] [batch_t 0.472 (0.431)] [data_t 0.016] [optim_t 0.457] [lr 0.001023] [CE 4.439 (4.062)] [KD 2.743 (2.584)] +2024-10-19 00:04:55,967 - Train: 60.75% [760000/1251000] [607.5/1000.0] [batch_t 0.380 (0.424)] [data_t 0.016] [optim_t 0.364] [lr 0.001023] [CE 3.980 (4.002)] [KD 2.641 (2.563)] +2024-10-19 00:05:17,427 - Train: 60.76% [760050/1251000] [607.6/1000.0] [batch_t 0.426 (0.429)] [data_t 0.016] [optim_t 0.410] [lr 0.001023] [CE 4.052 (4.098)] [KD 2.794 (2.615)] +2024-10-19 00:05:39,184 - Train: 60.76% [760100/1251000] [607.6/1000.0] [batch_t 0.413 (0.435)] [data_t 0.015] [optim_t 0.398] [lr 0.001023] [CE 3.991 (3.976)] [KD 2.472 (2.540)] +2024-10-19 00:06:00,542 - Train: 60.76% [760150/1251000] [607.6/1000.0] [batch_t 0.474 (0.427)] [data_t 0.016] [optim_t 0.458] [lr 0.001022] [CE 3.920 (4.081)] [KD 2.436 (2.578)] +2024-10-19 00:06:22,047 - Train: 60.77% [760200/1251000] [607.7/1000.0] [batch_t 0.390 (0.430)] [data_t 0.016] [optim_t 0.374] [lr 0.001022] [CE 3.912 (4.021)] [KD 2.449 (2.565)] +2024-10-19 00:06:43,249 - Train: 60.77% [760250/1251000] [607.7/1000.0] [batch_t 0.380 (0.424)] [data_t 0.016] [optim_t 0.364] [lr 0.001022] [CE 4.246 (4.030)] [KD 2.747 (2.571)] +2024-10-19 00:07:04,741 - Train: 60.78% [760300/1251000] [607.8/1000.0] [batch_t 0.500 (0.430)] [data_t 0.016] [optim_t 0.484] [lr 0.001022] [CE 4.566 (4.065)] [KD 2.872 (2.588)] +2024-10-19 00:07:25,943 - Train: 60.78% [760350/1251000] [607.8/1000.0] [batch_t 0.420 (0.424)] [data_t 0.016] [optim_t 0.404] [lr 0.001022] [CE 3.943 (4.051)] [KD 2.427 (2.589)] +2024-10-19 00:07:47,298 - Train: 60.78% [760400/1251000] [607.8/1000.0] [batch_t 0.478 (0.427)] [data_t 0.015] [optim_t 0.462] [lr 0.001021] [CE 4.467 (4.049)] [KD 2.789 (2.586)] +2024-10-19 00:08:08,216 - Train: 60.79% [760450/1251000] [607.9/1000.0] [batch_t 0.413 (0.418)] [data_t 0.016] [optim_t 0.398] [lr 0.001021] [CE 3.684 (3.949)] [KD 2.539 (2.548)] +2024-10-19 00:08:29,282 - Train: 60.79% [760500/1251000] [607.9/1000.0] [batch_t 0.434 (0.421)] [data_t 0.016] [optim_t 0.419] [lr 0.001021] [CE 3.971 (4.027)] [KD 2.479 (2.608)] +2024-10-19 00:08:50,629 - Train: 60.80% [760550/1251000] [608.0/1000.0] [batch_t 0.427 (0.427)] [data_t 0.016] [optim_t 0.412] [lr 0.001021] [CE 4.231 (3.973)] [KD 2.739 (2.560)] +2024-10-19 00:09:11,863 - Train: 60.80% [760600/1251000] [608.0/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.001021] [CE 3.685 (3.960)] [KD 2.466 (2.540)] +2024-10-19 00:09:36,661 - Test (net): 100.00% [50/50] [batch_t 0.176 (0.433)] [top1_cnt 39351] [top5_cnt 47331] [top_all 50000] +2024-10-19 00:09:36,662 - net: 78.702 (94.662) +2024-10-19 00:09:58,717 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.433)] [top1_cnt 40913] [top5_cnt 47919] [top_all 50000] +2024-10-19 00:09:58,718 - net_E: 81.826 (95.838) +2024-10-19 00:09:58,876 - Max [top1: 79.258 (epoch: 607)] [top1-ema: 81.868 (epoch: 606)] +2024-10-19 00:09:58,876 - ==> Total time: 4 days, 0:28:07 Eta: 2 days, 14:11:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 00:10:22,021 - Train: 60.80% [760650/1251000] [608.0/1000.0] [batch_t 0.431 (0.518)] [data_t 0.016] [optim_t 0.415] [lr 0.001021] [CE 4.055 (3.995)] [KD 2.455 (2.529)] +2024-10-19 00:10:43,422 - Train: 60.81% [760700/1251000] [608.1/1000.0] [batch_t 0.397 (0.428)] [data_t 0.016] [optim_t 0.381] [lr 0.001020] [CE 3.975 (3.993)] [KD 2.623 (2.536)] +2024-10-19 00:11:04,561 - Train: 60.81% [760750/1251000] [608.1/1000.0] [batch_t 0.369 (0.423)] [data_t 0.015] [optim_t 0.354] [lr 0.001020] [CE 4.011 (4.019)] [KD 2.490 (2.563)] +2024-10-19 00:11:25,760 - Train: 60.82% [760800/1251000] [608.2/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.001020] [CE 3.737 (4.116)] [KD 2.543 (2.597)] +2024-10-19 00:11:47,491 - Train: 60.82% [760850/1251000] [608.2/1000.0] [batch_t 0.399 (0.435)] [data_t 0.015] [optim_t 0.384] [lr 0.001020] [CE 3.816 (4.066)] [KD 2.390 (2.595)] +2024-10-19 00:12:08,428 - Train: 60.82% [760900/1251000] [608.2/1000.0] [batch_t 0.424 (0.419)] [data_t 0.016] [optim_t 0.408] [lr 0.001020] [CE 3.736 (3.982)] [KD 2.410 (2.577)] +2024-10-19 00:12:29,122 - Train: 60.83% [760950/1251000] [608.3/1000.0] [batch_t 0.360 (0.414)] [data_t 0.016] [optim_t 0.344] [lr 0.001020] [CE 4.432 (4.065)] [KD 2.786 (2.572)] +2024-10-19 00:12:51,152 - Train: 60.83% [761000/1251000] [608.3/1000.0] [batch_t 0.417 (0.440)] [data_t 0.015] [optim_t 0.401] [lr 0.001019] [CE 4.029 (4.012)] [KD 2.628 (2.555)] +2024-10-19 00:13:13,153 - Train: 60.84% [761050/1251000] [608.4/1000.0] [batch_t 0.572 (0.440)] [data_t 0.015] [optim_t 0.557] [lr 0.001019] [CE 3.187 (4.007)] [KD 2.251 (2.582)] +2024-10-19 00:13:34,519 - Train: 60.84% [761100/1251000] [608.4/1000.0] [batch_t 0.492 (0.427)] [data_t 0.015] [optim_t 0.477] [lr 0.001019] [CE 3.903 (4.137)] [KD 2.542 (2.643)] +2024-10-19 00:13:55,486 - Train: 60.84% [761150/1251000] [608.4/1000.0] [batch_t 0.412 (0.419)] [data_t 0.015] [optim_t 0.397] [lr 0.001019] [CE 3.753 (3.970)] [KD 2.359 (2.541)] +2024-10-19 00:14:16,589 - Train: 60.85% [761200/1251000] [608.5/1000.0] [batch_t 0.455 (0.422)] [data_t 0.015] [optim_t 0.440] [lr 0.001019] [CE 4.514 (4.145)] [KD 2.808 (2.665)] +2024-10-19 00:14:37,396 - Train: 60.85% [761250/1251000] [608.5/1000.0] [batch_t 0.408 (0.416)] [data_t 0.015] [optim_t 0.392] [lr 0.001019] [CE 4.232 (4.010)] [KD 2.670 (2.572)] +2024-10-19 00:14:58,687 - Train: 60.86% [761300/1251000] [608.6/1000.0] [batch_t 0.464 (0.426)] [data_t 0.015] [optim_t 0.449] [lr 0.001018] [CE 3.478 (4.006)] [KD 2.215 (2.573)] +2024-10-19 00:15:20,627 - Train: 60.86% [761350/1251000] [608.6/1000.0] [batch_t 0.362 (0.439)] [data_t 0.016] [optim_t 0.346] [lr 0.001018] [CE 4.463 (4.041)] [KD 2.786 (2.589)] +2024-10-19 00:15:41,793 - Train: 60.86% [761400/1251000] [608.6/1000.0] [batch_t 0.465 (0.423)] [data_t 0.016] [optim_t 0.449] [lr 0.001018] [CE 4.423 (3.990)] [KD 2.862 (2.566)] +2024-10-19 00:16:03,148 - Train: 60.87% [761450/1251000] [608.7/1000.0] [batch_t 0.420 (0.427)] [data_t 0.015] [optim_t 0.405] [lr 0.001018] [CE 3.778 (3.967)] [KD 2.492 (2.525)] +2024-10-19 00:16:24,360 - Train: 60.87% [761500/1251000] [608.7/1000.0] [batch_t 0.362 (0.424)] [data_t 0.015] [optim_t 0.346] [lr 0.001018] [CE 3.926 (4.072)] [KD 2.405 (2.606)] +2024-10-19 00:16:44,921 - Train: 60.88% [761550/1251000] [608.8/1000.0] [batch_t 0.456 (0.411)] [data_t 0.015] [optim_t 0.441] [lr 0.001017] [CE 4.370 (4.083)] [KD 2.975 (2.632)] +2024-10-19 00:17:06,055 - Train: 60.88% [761600/1251000] [608.8/1000.0] [batch_t 0.408 (0.423)] [data_t 0.015] [optim_t 0.393] [lr 0.001017] [CE 4.003 (4.097)] [KD 2.463 (2.578)] +2024-10-19 00:17:27,439 - Train: 60.88% [761650/1251000] [608.8/1000.0] [batch_t 0.407 (0.428)] [data_t 0.015] [optim_t 0.391] [lr 0.001017] [CE 4.016 (4.035)] [KD 2.698 (2.589)] +2024-10-19 00:17:48,887 - Train: 60.89% [761700/1251000] [608.9/1000.0] [batch_t 0.474 (0.429)] [data_t 0.016] [optim_t 0.459] [lr 0.001017] [CE 4.113 (4.083)] [KD 2.597 (2.586)] +2024-10-19 00:18:10,643 - Train: 60.89% [761750/1251000] [608.9/1000.0] [batch_t 0.367 (0.435)] [data_t 0.015] [optim_t 0.352] [lr 0.001017] [CE 4.073 (4.100)] [KD 2.561 (2.594)] +2024-10-19 00:18:31,718 - Train: 60.90% [761800/1251000] [609.0/1000.0] [batch_t 0.429 (0.421)] [data_t 0.015] [optim_t 0.414] [lr 0.001017] [CE 3.453 (4.047)] [KD 2.193 (2.549)] +2024-10-19 00:18:53,212 - Train: 60.90% [761850/1251000] [609.0/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.001016] [CE 4.015 (3.985)] [KD 2.555 (2.570)] +2024-10-19 00:19:17,811 - Test (net): 100.00% [50/50] [batch_t 0.163 (0.424)] [top1_cnt 39437] [top5_cnt 47331] [top_all 50000] +2024-10-19 00:19:17,812 - net: 78.874 (94.662) +2024-10-19 00:19:39,530 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.428)] [top1_cnt 40909] [top5_cnt 47928] [top_all 50000] +2024-10-19 00:19:39,531 - net_E: 81.818 (95.856) +2024-10-19 00:19:39,675 - Max [top1: 79.258 (epoch: 607)] [top1-ema: 81.868 (epoch: 606)] +2024-10-19 00:19:39,676 - ==> Total time: 4 days, 0:37:48 Eta: 2 days, 14:02:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 00:20:01,912 - Train: 60.90% [761900/1251000] [609.0/1000.0] [batch_t 0.454 (0.503)] [data_t 0.015] [optim_t 0.438] [lr 0.001016] [CE 3.733 (4.036)] [KD 2.359 (2.541)] +2024-10-19 00:20:23,421 - Train: 60.91% [761950/1251000] [609.1/1000.0] [batch_t 0.534 (0.430)] [data_t 0.015] [optim_t 0.519] [lr 0.001016] [CE 4.535 (4.013)] [KD 2.794 (2.560)] +2024-10-19 00:20:45,170 - Train: 60.91% [762000/1251000] [609.1/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.348] [lr 0.001016] [CE 3.712 (4.089)] [KD 2.473 (2.572)] +2024-10-19 00:21:06,012 - Train: 60.92% [762050/1251000] [609.2/1000.0] [batch_t 0.392 (0.417)] [data_t 0.015] [optim_t 0.376] [lr 0.001016] [CE 4.293 (4.023)] [KD 2.732 (2.548)] +2024-10-19 00:21:27,533 - Train: 60.92% [762100/1251000] [609.2/1000.0] [batch_t 0.456 (0.430)] [data_t 0.015] [optim_t 0.441] [lr 0.001016] [CE 4.052 (4.020)] [KD 2.543 (2.518)] +2024-10-19 00:21:48,227 - Train: 60.92% [762150/1251000] [609.2/1000.0] [batch_t 0.404 (0.414)] [data_t 0.015] [optim_t 0.389] [lr 0.001015] [CE 4.333 (4.123)] [KD 2.680 (2.581)] +2024-10-19 00:22:09,124 - Train: 60.93% [762200/1251000] [609.3/1000.0] [batch_t 0.460 (0.418)] [data_t 0.016] [optim_t 0.444] [lr 0.001015] [CE 4.482 (4.026)] [KD 2.655 (2.540)] +2024-10-19 00:22:29,730 - Train: 60.93% [762250/1251000] [609.3/1000.0] [batch_t 0.379 (0.412)] [data_t 0.016] [optim_t 0.364] [lr 0.001015] [CE 4.289 (4.027)] [KD 2.706 (2.568)] +2024-10-19 00:22:50,678 - Train: 60.94% [762300/1251000] [609.4/1000.0] [batch_t 0.461 (0.419)] [data_t 0.015] [optim_t 0.445] [lr 0.001015] [CE 4.043 (4.025)] [KD 2.555 (2.571)] +2024-10-19 00:23:12,564 - Train: 60.94% [762350/1251000] [609.4/1000.0] [batch_t 0.461 (0.438)] [data_t 0.016] [optim_t 0.445] [lr 0.001015] [CE 4.301 (4.080)] [KD 2.676 (2.598)] +2024-10-19 00:23:34,903 - Train: 60.94% [762400/1251000] [609.4/1000.0] [batch_t 0.473 (0.447)] [data_t 0.015] [optim_t 0.458] [lr 0.001014] [CE 3.490 (4.052)] [KD 2.346 (2.612)] +2024-10-19 00:23:57,010 - Train: 60.95% [762450/1251000] [609.5/1000.0] [batch_t 0.445 (0.442)] [data_t 0.015] [optim_t 0.430] [lr 0.001014] [CE 3.914 (3.978)] [KD 2.439 (2.555)] +2024-10-19 00:24:19,044 - Train: 60.95% [762500/1251000] [609.5/1000.0] [batch_t 0.473 (0.441)] [data_t 0.015] [optim_t 0.457] [lr 0.001014] [CE 4.390 (4.021)] [KD 2.609 (2.501)] +2024-10-19 00:24:40,386 - Train: 60.96% [762550/1251000] [609.6/1000.0] [batch_t 0.430 (0.427)] [data_t 0.015] [optim_t 0.414] [lr 0.001014] [CE 4.161 (4.073)] [KD 2.758 (2.569)] +2024-10-19 00:25:01,051 - Train: 60.96% [762600/1251000] [609.6/1000.0] [batch_t 0.407 (0.413)] [data_t 0.015] [optim_t 0.392] [lr 0.001014] [CE 3.668 (4.072)] [KD 2.336 (2.582)] +2024-10-19 00:25:21,732 - Train: 60.96% [762650/1251000] [609.6/1000.0] [batch_t 0.386 (0.414)] [data_t 0.015] [optim_t 0.370] [lr 0.001014] [CE 4.067 (4.064)] [KD 2.610 (2.592)] +2024-10-19 00:25:42,359 - Train: 60.97% [762700/1251000] [609.7/1000.0] [batch_t 0.396 (0.412)] [data_t 0.015] [optim_t 0.380] [lr 0.001013] [CE 3.707 (4.085)] [KD 2.506 (2.588)] +2024-10-19 00:26:03,236 - Train: 60.97% [762750/1251000] [609.7/1000.0] [batch_t 0.415 (0.417)] [data_t 0.016] [optim_t 0.400] [lr 0.001013] [CE 4.210 (4.011)] [KD 2.488 (2.534)] +2024-10-19 00:26:24,693 - Train: 60.98% [762800/1251000] [609.8/1000.0] [batch_t 0.460 (0.429)] [data_t 0.015] [optim_t 0.445] [lr 0.001013] [CE 3.595 (3.996)] [KD 2.336 (2.542)] +2024-10-19 00:26:46,164 - Train: 60.98% [762850/1251000] [609.8/1000.0] [batch_t 0.514 (0.429)] [data_t 0.015] [optim_t 0.499] [lr 0.001013] [CE 4.198 (3.999)] [KD 2.623 (2.524)] +2024-10-19 00:27:08,209 - Train: 60.98% [762900/1251000] [609.8/1000.0] [batch_t 0.364 (0.441)] [data_t 0.015] [optim_t 0.349] [lr 0.001013] [CE 3.838 (4.086)] [KD 2.499 (2.610)] +2024-10-19 00:27:29,244 - Train: 60.99% [762950/1251000] [609.9/1000.0] [batch_t 0.505 (0.421)] [data_t 0.016] [optim_t 0.489] [lr 0.001013] [CE 4.029 (4.096)] [KD 2.445 (2.599)] +2024-10-19 00:27:50,269 - Train: 60.99% [763000/1251000] [609.9/1000.0] [batch_t 0.400 (0.420)] [data_t 0.016] [optim_t 0.384] [lr 0.001012] [CE 3.787 (4.054)] [KD 2.563 (2.585)] +2024-10-19 00:28:11,095 - Train: 61.00% [763050/1251000] [610.0/1000.0] [batch_t 0.366 (0.416)] [data_t 0.015] [optim_t 0.350] [lr 0.001012] [CE 4.143 (4.006)] [KD 2.786 (2.563)] +2024-10-19 00:28:31,832 - Train: 61.00% [763100/1251000] [610.0/1000.0] [batch_t 0.362 (0.415)] [data_t 0.015] [optim_t 0.347] [lr 0.001012] [CE 3.646 (4.070)] [KD 2.609 (2.612)] +2024-10-19 00:28:56,654 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 39420] [top5_cnt 47329] [top_all 50000] +2024-10-19 00:28:56,655 - net: 78.840 (94.658) +2024-10-19 00:29:18,251 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 40915] [top5_cnt 47935] [top_all 50000] +2024-10-19 00:29:18,252 - net_E: 81.830 (95.870) +2024-10-19 00:29:18,415 - Max [top1: 79.258 (epoch: 607)] [top1-ema: 81.868 (epoch: 606)] +2024-10-19 00:29:18,415 - ==> Total time: 4 days, 0:47:27 Eta: 2 days, 13:52:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 00:29:39,665 - Train: 61.00% [763150/1251000] [610.0/1000.0] [batch_t 0.475 (0.492)] [data_t 0.015] [optim_t 0.460] [lr 0.001012] [CE 4.019 (4.092)] [KD 2.836 (2.578)] +2024-10-19 00:30:02,195 - Train: 61.01% [763200/1251000] [610.1/1000.0] [batch_t 0.439 (0.450)] [data_t 0.095] [optim_t 0.344] [lr 0.001012] [CE 4.143 (4.091)] [KD 2.701 (2.565)] +2024-10-19 00:30:23,858 - Train: 61.01% [763250/1251000] [610.1/1000.0] [batch_t 0.416 (0.433)] [data_t 0.073] [optim_t 0.343] [lr 0.001011] [CE 4.508 (4.082)] [KD 2.862 (2.600)] +2024-10-19 00:30:45,193 - Train: 61.02% [763300/1251000] [610.2/1000.0] [batch_t 0.427 (0.427)] [data_t 0.084] [optim_t 0.343] [lr 0.001011] [CE 3.954 (3.997)] [KD 2.605 (2.542)] +2024-10-19 00:31:06,495 - Train: 61.02% [763350/1251000] [610.2/1000.0] [batch_t 0.488 (0.426)] [data_t 0.087] [optim_t 0.401] [lr 0.001011] [CE 3.570 (3.979)] [KD 2.424 (2.501)] +2024-10-19 00:31:27,821 - Train: 61.02% [763400/1251000] [610.2/1000.0] [batch_t 0.415 (0.426)] [data_t 0.071] [optim_t 0.344] [lr 0.001011] [CE 4.122 (4.059)] [KD 2.551 (2.588)] +2024-10-19 00:31:49,501 - Train: 61.03% [763450/1251000] [610.3/1000.0] [batch_t 0.436 (0.433)] [data_t 0.093] [optim_t 0.343] [lr 0.001011] [CE 4.112 (4.109)] [KD 2.703 (2.639)] +2024-10-19 00:32:10,892 - Train: 61.03% [763500/1251000] [610.3/1000.0] [batch_t 0.430 (0.428)] [data_t 0.087] [optim_t 0.343] [lr 0.001011] [CE 4.627 (4.025)] [KD 2.935 (2.560)] +2024-10-19 00:32:32,335 - Train: 61.04% [763550/1251000] [610.4/1000.0] [batch_t 0.489 (0.429)] [data_t 0.144] [optim_t 0.345] [lr 0.001010] [CE 3.897 (4.066)] [KD 2.578 (2.600)] +2024-10-19 00:32:54,428 - Train: 61.04% [763600/1251000] [610.4/1000.0] [batch_t 0.428 (0.442)] [data_t 0.082] [optim_t 0.346] [lr 0.001010] [CE 4.019 (4.107)] [KD 2.596 (2.609)] +2024-10-19 00:33:15,854 - Train: 61.04% [763650/1251000] [610.4/1000.0] [batch_t 0.410 (0.428)] [data_t 0.064] [optim_t 0.346] [lr 0.001010] [CE 3.711 (4.064)] [KD 2.322 (2.595)] +2024-10-19 00:33:36,890 - Train: 61.05% [763700/1251000] [610.5/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.001010] [CE 3.701 (3.996)] [KD 2.432 (2.561)] +2024-10-19 00:33:58,342 - Train: 61.05% [763750/1251000] [610.5/1000.0] [batch_t 0.410 (0.429)] [data_t 0.068] [optim_t 0.342] [lr 0.001010] [CE 4.187 (4.033)] [KD 2.477 (2.585)] +2024-10-19 00:34:19,494 - Train: 61.06% [763800/1251000] [610.6/1000.0] [batch_t 0.443 (0.423)] [data_t 0.096] [optim_t 0.346] [lr 0.001010] [CE 4.316 (4.047)] [KD 2.623 (2.567)] +2024-10-19 00:34:40,497 - Train: 61.06% [763850/1251000] [610.6/1000.0] [batch_t 0.473 (0.420)] [data_t 0.015] [optim_t 0.458] [lr 0.001009] [CE 3.514 (4.004)] [KD 2.285 (2.560)] +2024-10-19 00:35:02,070 - Train: 61.06% [763900/1251000] [610.6/1000.0] [batch_t 0.458 (0.431)] [data_t 0.015] [optim_t 0.443] [lr 0.001009] [CE 4.310 (4.068)] [KD 2.999 (2.597)] +2024-10-19 00:35:22,655 - Train: 61.07% [763950/1251000] [610.7/1000.0] [batch_t 0.366 (0.412)] [data_t 0.016] [optim_t 0.351] [lr 0.001009] [CE 4.179 (4.054)] [KD 2.616 (2.553)] +2024-10-19 00:35:43,986 - Train: 61.07% [764000/1251000] [610.7/1000.0] [batch_t 0.478 (0.427)] [data_t 0.128] [optim_t 0.349] [lr 0.001009] [CE 3.805 (4.041)] [KD 2.402 (2.578)] +2024-10-19 00:36:04,677 - Train: 61.08% [764050/1251000] [610.8/1000.0] [batch_t 0.458 (0.414)] [data_t 0.016] [optim_t 0.443] [lr 0.001009] [CE 4.128 (4.037)] [KD 2.683 (2.594)] +2024-10-19 00:36:25,853 - Train: 61.08% [764100/1251000] [610.8/1000.0] [batch_t 0.364 (0.423)] [data_t 0.016] [optim_t 0.348] [lr 0.001009] [CE 3.923 (3.978)] [KD 2.459 (2.549)] +2024-10-19 00:36:47,129 - Train: 61.08% [764150/1251000] [610.8/1000.0] [batch_t 0.427 (0.425)] [data_t 0.015] [optim_t 0.412] [lr 0.001008] [CE 3.318 (4.046)] [KD 2.239 (2.555)] +2024-10-19 00:37:09,237 - Train: 61.09% [764200/1251000] [610.9/1000.0] [batch_t 0.496 (0.442)] [data_t 0.015] [optim_t 0.481] [lr 0.001008] [CE 3.798 (4.040)] [KD 2.360 (2.557)] +2024-10-19 00:37:31,212 - Train: 61.09% [764250/1251000] [610.9/1000.0] [batch_t 0.423 (0.439)] [data_t 0.016] [optim_t 0.407] [lr 0.001008] [CE 4.194 (3.998)] [KD 2.722 (2.556)] +2024-10-19 00:37:52,850 - Train: 61.10% [764300/1251000] [611.0/1000.0] [batch_t 0.364 (0.433)] [data_t 0.015] [optim_t 0.349] [lr 0.001008] [CE 3.913 (4.053)] [KD 2.436 (2.602)] +2024-10-19 00:38:14,686 - Train: 61.10% [764350/1251000] [611.0/1000.0] [batch_t 0.358 (0.437)] [data_t 0.015] [optim_t 0.343] [lr 0.001008] [CE 3.853 (4.061)] [KD 2.599 (2.588)] +2024-10-19 00:38:40,589 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 39400] [top5_cnt 47308] [top_all 50000] +2024-10-19 00:38:40,590 - net: 78.800 (94.616) +2024-10-19 00:39:02,892 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 40960] [top5_cnt 47953] [top_all 50000] +2024-10-19 00:39:02,892 - net_E: 81.920 (95.906) +2024-10-19 00:39:03,034 - Max [top1: 79.258 (epoch: 607)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 00:39:03,035 - ==> Total time: 4 days, 0:57:11 Eta: 2 days, 13:43:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 00:39:26,596 - Train: 61.10% [764400/1251000] [611.0/1000.0] [batch_t 0.535 (0.427)] [data_t 0.016] [optim_t 0.519] [lr 0.001007] [CE 4.132 (3.991)] [KD 2.673 (2.555)] +2024-10-19 00:39:49,688 - Train: 61.11% [764450/1251000] [611.1/1000.0] [batch_t 0.514 (0.462)] [data_t 0.015] [optim_t 0.498] [lr 0.001007] [CE 4.012 (4.002)] [KD 2.699 (2.562)] +2024-10-19 00:40:11,542 - Train: 61.11% [764500/1251000] [611.1/1000.0] [batch_t 0.384 (0.437)] [data_t 0.015] [optim_t 0.368] [lr 0.001007] [CE 3.221 (4.087)] [KD 2.210 (2.604)] +2024-10-19 00:40:33,657 - Train: 61.12% [764550/1251000] [611.2/1000.0] [batch_t 0.416 (0.442)] [data_t 0.015] [optim_t 0.400] [lr 0.001007] [CE 4.058 (4.008)] [KD 2.691 (2.517)] +2024-10-19 00:40:55,738 - Train: 61.12% [764600/1251000] [611.2/1000.0] [batch_t 0.362 (0.442)] [data_t 0.015] [optim_t 0.347] [lr 0.001007] [CE 4.267 (4.099)] [KD 2.559 (2.577)] +2024-10-19 00:41:17,996 - Train: 61.12% [764650/1251000] [611.2/1000.0] [batch_t 0.461 (0.445)] [data_t 0.015] [optim_t 0.445] [lr 0.001007] [CE 3.827 (4.039)] [KD 2.323 (2.600)] +2024-10-19 00:41:39,936 - Train: 61.13% [764700/1251000] [611.3/1000.0] [batch_t 0.466 (0.439)] [data_t 0.015] [optim_t 0.451] [lr 0.001006] [CE 4.188 (4.038)] [KD 2.602 (2.552)] +2024-10-19 00:42:02,134 - Train: 61.13% [764750/1251000] [611.3/1000.0] [batch_t 0.412 (0.444)] [data_t 0.015] [optim_t 0.397] [lr 0.001006] [CE 4.173 (4.021)] [KD 2.595 (2.572)] +2024-10-19 00:42:23,250 - Train: 61.14% [764800/1251000] [611.4/1000.0] [batch_t 0.393 (0.422)] [data_t 0.015] [optim_t 0.378] [lr 0.001006] [CE 3.624 (3.995)] [KD 2.563 (2.557)] +2024-10-19 00:42:44,163 - Train: 61.14% [764850/1251000] [611.4/1000.0] [batch_t 0.369 (0.418)] [data_t 0.016] [optim_t 0.353] [lr 0.001006] [CE 4.028 (3.976)] [KD 2.578 (2.558)] +2024-10-19 00:43:05,358 - Train: 61.14% [764900/1251000] [611.4/1000.0] [batch_t 0.364 (0.424)] [data_t 0.016] [optim_t 0.348] [lr 0.001006] [CE 4.064 (4.109)] [KD 2.583 (2.624)] +2024-10-19 00:43:27,166 - Train: 61.15% [764950/1251000] [611.5/1000.0] [batch_t 0.410 (0.436)] [data_t 0.016] [optim_t 0.395] [lr 0.001006] [CE 4.176 (4.108)] [KD 2.511 (2.590)] +2024-10-19 00:43:48,842 - Train: 61.15% [765000/1251000] [611.5/1000.0] [batch_t 0.423 (0.433)] [data_t 0.015] [optim_t 0.408] [lr 0.001005] [CE 3.810 (4.024)] [KD 2.491 (2.595)] +2024-10-19 00:44:11,159 - Train: 61.16% [765050/1251000] [611.6/1000.0] [batch_t 0.524 (0.446)] [data_t 0.015] [optim_t 0.508] [lr 0.001005] [CE 4.437 (4.102)] [KD 2.889 (2.618)] +2024-10-19 00:44:32,939 - Train: 61.16% [765100/1251000] [611.6/1000.0] [batch_t 0.400 (0.436)] [data_t 0.015] [optim_t 0.385] [lr 0.001005] [CE 4.308 (4.087)] [KD 2.681 (2.603)] +2024-10-19 00:44:54,806 - Train: 61.16% [765150/1251000] [611.6/1000.0] [batch_t 0.465 (0.437)] [data_t 0.015] [optim_t 0.450] [lr 0.001005] [CE 4.070 (3.975)] [KD 2.553 (2.517)] +2024-10-19 00:45:16,306 - Train: 61.17% [765200/1251000] [611.7/1000.0] [batch_t 0.431 (0.430)] [data_t 0.015] [optim_t 0.416] [lr 0.001005] [CE 4.261 (4.087)] [KD 2.726 (2.578)] +2024-10-19 00:45:37,484 - Train: 61.17% [765250/1251000] [611.7/1000.0] [batch_t 0.401 (0.423)] [data_t 0.015] [optim_t 0.385] [lr 0.001004] [CE 4.141 (3.976)] [KD 2.637 (2.519)] +2024-10-19 00:45:58,672 - Train: 61.18% [765300/1251000] [611.8/1000.0] [batch_t 0.438 (0.424)] [data_t 0.015] [optim_t 0.423] [lr 0.001004] [CE 3.469 (4.115)] [KD 2.488 (2.619)] +2024-10-19 00:46:20,190 - Train: 61.18% [765350/1251000] [611.8/1000.0] [batch_t 0.380 (0.430)] [data_t 0.015] [optim_t 0.365] [lr 0.001004] [CE 4.097 (4.047)] [KD 2.538 (2.553)] +2024-10-19 00:46:41,935 - Train: 61.18% [765400/1251000] [611.8/1000.0] [batch_t 0.474 (0.435)] [data_t 0.015] [optim_t 0.459] [lr 0.001004] [CE 3.543 (4.046)] [KD 2.127 (2.556)] +2024-10-19 00:47:03,795 - Train: 61.19% [765450/1251000] [611.9/1000.0] [batch_t 0.372 (0.437)] [data_t 0.015] [optim_t 0.356] [lr 0.001004] [CE 3.715 (4.053)] [KD 2.577 (2.560)] +2024-10-19 00:47:25,743 - Train: 61.19% [765500/1251000] [611.9/1000.0] [batch_t 0.467 (0.439)] [data_t 0.015] [optim_t 0.452] [lr 0.001004] [CE 3.593 (4.014)] [KD 2.389 (2.549)] +2024-10-19 00:47:47,394 - Train: 61.20% [765550/1251000] [612.0/1000.0] [batch_t 0.361 (0.433)] [data_t 0.016] [optim_t 0.345] [lr 0.001003] [CE 4.092 (4.055)] [KD 2.783 (2.581)] +2024-10-19 00:48:09,344 - Train: 61.20% [765600/1251000] [612.0/1000.0] [batch_t 0.409 (0.439)] [data_t 0.015] [optim_t 0.393] [lr 0.001003] [CE 4.011 (4.030)] [KD 2.526 (2.559)] +2024-10-19 00:48:34,495 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.411)] [top1_cnt 39484] [top5_cnt 47413] [top_all 50000] +2024-10-19 00:48:34,496 - net: 78.968 (94.826) +2024-10-19 00:48:56,557 - Test (net_E): 100.00% [50/50] [batch_t 0.143 (0.433)] [top1_cnt 40936] [top5_cnt 47958] [top_all 50000] +2024-10-19 00:48:56,557 - net_E: 81.872 (95.916) +2024-10-19 00:48:56,740 - Max [top1: 79.258 (epoch: 607)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 00:48:56,740 - ==> Total time: 4 days, 1:07:05 Eta: 2 days, 13:34:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 00:49:17,617 - Train: 61.20% [765650/1251000] [612.0/1000.0] [batch_t 0.363 (0.506)] [data_t 0.016] [optim_t 0.347] [lr 0.001003] [CE 3.970 (4.050)] [KD 2.455 (2.590)] +2024-10-19 00:49:39,849 - Train: 61.21% [765700/1251000] [612.1/1000.0] [batch_t 0.419 (0.445)] [data_t 0.073] [optim_t 0.346] [lr 0.001003] [CE 3.783 (4.122)] [KD 2.438 (2.595)] +2024-10-19 00:50:02,206 - Train: 61.21% [765750/1251000] [612.1/1000.0] [batch_t 0.503 (0.447)] [data_t 0.162] [optim_t 0.341] [lr 0.001003] [CE 3.875 (4.073)] [KD 2.474 (2.573)] +2024-10-19 00:50:24,356 - Train: 61.22% [765800/1251000] [612.2/1000.0] [batch_t 0.439 (0.443)] [data_t 0.093] [optim_t 0.346] [lr 0.001003] [CE 3.855 (4.077)] [KD 2.426 (2.580)] +2024-10-19 00:50:46,989 - Train: 61.22% [765850/1251000] [612.2/1000.0] [batch_t 0.545 (0.453)] [data_t 0.198] [optim_t 0.347] [lr 0.001002] [CE 4.297 (4.028)] [KD 2.787 (2.571)] +2024-10-19 00:51:08,937 - Train: 61.22% [765900/1251000] [612.2/1000.0] [batch_t 0.436 (0.439)] [data_t 0.090] [optim_t 0.346] [lr 0.001002] [CE 3.925 (4.059)] [KD 2.424 (2.557)] +2024-10-19 00:51:31,170 - Train: 61.23% [765950/1251000] [612.3/1000.0] [batch_t 0.492 (0.445)] [data_t 0.150] [optim_t 0.342] [lr 0.001002] [CE 4.275 (4.043)] [KD 2.588 (2.535)] +2024-10-19 00:51:53,678 - Train: 61.23% [766000/1251000] [612.3/1000.0] [batch_t 0.416 (0.450)] [data_t 0.072] [optim_t 0.344] [lr 0.001002] [CE 4.450 (4.036)] [KD 2.802 (2.550)] +2024-10-19 00:52:16,305 - Train: 61.24% [766050/1251000] [612.4/1000.0] [batch_t 0.483 (0.452)] [data_t 0.134] [optim_t 0.348] [lr 0.001002] [CE 4.120 (4.051)] [KD 2.629 (2.577)] +2024-10-19 00:52:38,032 - Train: 61.24% [766100/1251000] [612.4/1000.0] [batch_t 0.460 (0.434)] [data_t 0.113] [optim_t 0.347] [lr 0.001002] [CE 4.420 (3.967)] [KD 2.668 (2.534)] +2024-10-19 00:52:59,352 - Train: 61.24% [766150/1251000] [612.4/1000.0] [batch_t 0.413 (0.426)] [data_t 0.064] [optim_t 0.349] [lr 0.001001] [CE 4.054 (4.009)] [KD 2.510 (2.578)] +2024-10-19 00:53:20,895 - Train: 61.25% [766200/1251000] [612.5/1000.0] [batch_t 0.438 (0.431)] [data_t 0.095] [optim_t 0.343] [lr 0.001001] [CE 4.193 (4.010)] [KD 2.557 (2.529)] +2024-10-19 00:53:42,977 - Train: 61.25% [766250/1251000] [612.5/1000.0] [batch_t 0.483 (0.442)] [data_t 0.136] [optim_t 0.347] [lr 0.001001] [CE 4.037 (4.051)] [KD 2.502 (2.581)] +2024-10-19 00:54:04,776 - Train: 61.25% [766300/1251000] [612.5/1000.0] [batch_t 0.489 (0.436)] [data_t 0.142] [optim_t 0.347] [lr 0.001001] [CE 4.074 (4.050)] [KD 2.525 (2.592)] +2024-10-19 00:54:26,439 - Train: 61.26% [766350/1251000] [612.6/1000.0] [batch_t 0.441 (0.433)] [data_t 0.098] [optim_t 0.343] [lr 0.001001] [CE 3.946 (4.125)] [KD 2.482 (2.646)] +2024-10-19 00:54:48,085 - Train: 61.26% [766400/1251000] [612.6/1000.0] [batch_t 0.436 (0.433)] [data_t 0.089] [optim_t 0.346] [lr 0.001000] [CE 3.725 (4.012)] [KD 2.459 (2.594)] +2024-10-19 00:55:09,637 - Train: 61.27% [766450/1251000] [612.7/1000.0] [batch_t 0.410 (0.431)] [data_t 0.060] [optim_t 0.350] [lr 0.001000] [CE 4.080 (4.060)] [KD 2.652 (2.582)] +2024-10-19 00:55:31,411 - Train: 61.27% [766500/1251000] [612.7/1000.0] [batch_t 0.463 (0.435)] [data_t 0.115] [optim_t 0.348] [lr 0.001000] [CE 4.200 (4.006)] [KD 2.559 (2.560)] +2024-10-19 00:55:53,670 - Train: 61.27% [766550/1251000] [612.7/1000.0] [batch_t 0.450 (0.445)] [data_t 0.015] [optim_t 0.435] [lr 0.001000] [CE 4.220 (4.149)] [KD 2.764 (2.620)] +2024-10-19 00:56:15,593 - Train: 61.28% [766600/1251000] [612.8/1000.0] [batch_t 0.463 (0.438)] [data_t 0.015] [optim_t 0.448] [lr 0.001000] [CE 4.375 (4.060)] [KD 2.756 (2.586)] +2024-10-19 00:56:36,849 - Train: 61.28% [766650/1251000] [612.8/1000.0] [batch_t 0.571 (0.425)] [data_t 0.016] [optim_t 0.555] [lr 0.001000] [CE 3.843 (4.075)] [KD 2.415 (2.562)] +2024-10-19 00:56:58,110 - Train: 61.29% [766700/1251000] [612.9/1000.0] [batch_t 0.454 (0.425)] [data_t 0.015] [optim_t 0.439] [lr 0.000999] [CE 4.253 (4.068)] [KD 2.579 (2.586)] +2024-10-19 00:57:19,846 - Train: 61.29% [766750/1251000] [612.9/1000.0] [batch_t 0.391 (0.435)] [data_t 0.015] [optim_t 0.375] [lr 0.000999] [CE 4.567 (4.022)] [KD 2.865 (2.558)] +2024-10-19 00:57:42,155 - Train: 61.29% [766800/1251000] [612.9/1000.0] [batch_t 0.467 (0.446)] [data_t 0.015] [optim_t 0.451] [lr 0.000999] [CE 3.718 (4.062)] [KD 2.442 (2.579)] +2024-10-19 00:58:03,798 - Train: 61.30% [766850/1251000] [613.0/1000.0] [batch_t 0.419 (0.433)] [data_t 0.015] [optim_t 0.404] [lr 0.000999] [CE 4.165 (3.981)] [KD 2.629 (2.548)] +2024-10-19 00:58:29,854 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 39428] [top5_cnt 47340] [top_all 50000] +2024-10-19 00:58:29,855 - net: 78.856 (94.680) +2024-10-19 00:58:51,201 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40958] [top5_cnt 47959] [top_all 50000] +2024-10-19 00:58:51,202 - net_E: 81.916 (95.918) +2024-10-19 00:58:51,361 - Max [top1: 79.258 (epoch: 607)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 00:58:51,361 - ==> Total time: 4 days, 1:16:59 Eta: 2 days, 13:25:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 00:59:11,437 - Train: 61.30% [766900/1251000] [613.0/1000.0] [batch_t 0.363 (0.504)] [data_t 0.015] [optim_t 0.348] [lr 0.000999] [CE 3.954 (4.068)] [KD 2.399 (2.583)] +2024-10-19 00:59:34,302 - Train: 61.31% [766950/1251000] [613.1/1000.0] [batch_t 0.461 (0.457)] [data_t 0.115] [optim_t 0.346] [lr 0.000999] [CE 4.346 (4.085)] [KD 2.515 (2.571)] +2024-10-19 00:59:56,581 - Train: 61.31% [767000/1251000] [613.1/1000.0] [batch_t 0.416 (0.445)] [data_t 0.071] [optim_t 0.345] [lr 0.000998] [CE 4.203 (4.041)] [KD 2.694 (2.569)] +2024-10-19 01:00:18,578 - Train: 61.31% [767050/1251000] [613.1/1000.0] [batch_t 0.417 (0.440)] [data_t 0.076] [optim_t 0.341] [lr 0.000998] [CE 3.665 (4.079)] [KD 2.404 (2.562)] +2024-10-19 01:00:40,138 - Train: 61.32% [767100/1251000] [613.2/1000.0] [batch_t 0.415 (0.431)] [data_t 0.071] [optim_t 0.345] [lr 0.000998] [CE 4.217 (4.096)] [KD 2.703 (2.590)] +2024-10-19 01:01:01,568 - Train: 61.32% [767150/1251000] [613.2/1000.0] [batch_t 0.458 (0.428)] [data_t 0.114] [optim_t 0.344] [lr 0.000998] [CE 4.043 (4.040)] [KD 2.374 (2.557)] +2024-10-19 01:01:24,006 - Train: 61.33% [767200/1251000] [613.3/1000.0] [batch_t 0.452 (0.449)] [data_t 0.016] [optim_t 0.437] [lr 0.000998] [CE 3.906 (4.061)] [KD 2.466 (2.554)] +2024-10-19 01:01:45,114 - Train: 61.33% [767250/1251000] [613.3/1000.0] [batch_t 0.400 (0.422)] [data_t 0.015] [optim_t 0.384] [lr 0.000997] [CE 3.946 (4.050)] [KD 2.463 (2.549)] +2024-10-19 01:02:05,902 - Train: 61.33% [767300/1251000] [613.3/1000.0] [batch_t 0.460 (0.416)] [data_t 0.015] [optim_t 0.444] [lr 0.000997] [CE 4.071 (4.007)] [KD 2.574 (2.528)] +2024-10-19 01:02:28,393 - Train: 61.34% [767350/1251000] [613.4/1000.0] [batch_t 0.795 (0.450)] [data_t 0.015] [optim_t 0.780] [lr 0.000997] [CE 4.020 (4.028)] [KD 2.621 (2.550)] +2024-10-19 01:02:49,569 - Train: 61.34% [767400/1251000] [613.4/1000.0] [batch_t 0.487 (0.423)] [data_t 0.015] [optim_t 0.472] [lr 0.000997] [CE 3.463 (4.076)] [KD 2.292 (2.615)] +2024-10-19 01:03:10,754 - Train: 61.35% [767450/1251000] [613.5/1000.0] [batch_t 0.436 (0.424)] [data_t 0.015] [optim_t 0.421] [lr 0.000997] [CE 4.333 (4.072)] [KD 2.717 (2.590)] +2024-10-19 01:03:31,943 - Train: 61.35% [767500/1251000] [613.5/1000.0] [batch_t 0.489 (0.424)] [data_t 0.016] [optim_t 0.473] [lr 0.000997] [CE 3.695 (4.030)] [KD 2.309 (2.568)] +2024-10-19 01:03:52,814 - Train: 61.35% [767550/1251000] [613.5/1000.0] [batch_t 0.504 (0.417)] [data_t 0.015] [optim_t 0.489] [lr 0.000996] [CE 4.018 (3.958)] [KD 2.652 (2.550)] +2024-10-19 01:04:13,619 - Train: 61.36% [767600/1251000] [613.6/1000.0] [batch_t 0.381 (0.416)] [data_t 0.016] [optim_t 0.365] [lr 0.000996] [CE 4.097 (4.064)] [KD 2.424 (2.571)] +2024-10-19 01:04:34,518 - Train: 61.36% [767650/1251000] [613.6/1000.0] [batch_t 0.369 (0.418)] [data_t 0.016] [optim_t 0.353] [lr 0.000996] [CE 4.075 (3.964)] [KD 2.545 (2.547)] +2024-10-19 01:04:56,304 - Train: 61.37% [767700/1251000] [613.7/1000.0] [batch_t 0.488 (0.436)] [data_t 0.015] [optim_t 0.473] [lr 0.000996] [CE 3.827 (4.009)] [KD 2.551 (2.543)] +2024-10-19 01:05:17,529 - Train: 61.37% [767750/1251000] [613.7/1000.0] [batch_t 0.360 (0.424)] [data_t 0.016] [optim_t 0.345] [lr 0.000996] [CE 3.751 (4.063)] [KD 2.482 (2.576)] +2024-10-19 01:05:38,855 - Train: 61.37% [767800/1251000] [613.7/1000.0] [batch_t 0.439 (0.426)] [data_t 0.015] [optim_t 0.424] [lr 0.000996] [CE 4.089 (4.080)] [KD 2.745 (2.558)] +2024-10-19 01:05:59,789 - Train: 61.38% [767850/1251000] [613.8/1000.0] [batch_t 0.429 (0.419)] [data_t 0.015] [optim_t 0.414] [lr 0.000995] [CE 4.302 (4.011)] [KD 2.588 (2.552)] +2024-10-19 01:06:21,091 - Train: 61.38% [767900/1251000] [613.8/1000.0] [batch_t 0.415 (0.426)] [data_t 0.016] [optim_t 0.399] [lr 0.000995] [CE 3.942 (4.042)] [KD 2.540 (2.605)] +2024-10-19 01:06:42,214 - Train: 61.39% [767950/1251000] [613.9/1000.0] [batch_t 0.502 (0.422)] [data_t 0.015] [optim_t 0.487] [lr 0.000995] [CE 4.185 (3.966)] [KD 2.550 (2.525)] +2024-10-19 01:07:03,226 - Train: 61.39% [768000/1251000] [613.9/1000.0] [batch_t 0.369 (0.420)] [data_t 0.015] [optim_t 0.354] [lr 0.000995] [CE 4.013 (4.017)] [KD 2.681 (2.578)] +2024-10-19 01:07:24,240 - Train: 61.39% [768050/1251000] [613.9/1000.0] [batch_t 0.420 (0.420)] [data_t 0.016] [optim_t 0.404] [lr 0.000995] [CE 4.318 (4.063)] [KD 2.777 (2.587)] +2024-10-19 01:07:45,635 - Train: 61.40% [768100/1251000] [614.0/1000.0] [batch_t 0.372 (0.428)] [data_t 0.015] [optim_t 0.357] [lr 0.000995] [CE 4.508 (4.050)] [KD 2.801 (2.578)] +2024-10-19 01:08:12,448 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 39643] [top5_cnt 47401] [top_all 50000] +2024-10-19 01:08:12,449 - net: 79.286 (94.802) +2024-10-19 01:08:34,042 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40930] [top5_cnt 47946] [top_all 50000] +2024-10-19 01:08:34,043 - net_E: 81.860 (95.892) +2024-10-19 01:08:34,194 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 01:08:34,194 - ==> Total time: 4 days, 1:26:42 Eta: 2 days, 13:15:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 01:08:55,183 - Train: 61.40% [768150/1251000] [614.0/1000.0] [batch_t 0.363 (0.464)] [data_t 0.015] [optim_t 0.347] [lr 0.000994] [CE 3.841 (4.014)] [KD 2.431 (2.535)] +2024-10-19 01:09:15,375 - Train: 61.41% [768200/1251000] [614.1/1000.0] [batch_t 0.383 (0.404)] [data_t 0.040] [optim_t 0.343] [lr 0.000994] [CE 4.133 (3.954)] [KD 2.482 (2.491)] +2024-10-19 01:09:36,541 - Train: 61.41% [768250/1251000] [614.1/1000.0] [batch_t 0.415 (0.423)] [data_t 0.015] [optim_t 0.400] [lr 0.000994] [CE 3.730 (4.024)] [KD 2.345 (2.547)] +2024-10-19 01:09:57,601 - Train: 61.41% [768300/1251000] [614.1/1000.0] [batch_t 0.513 (0.421)] [data_t 0.015] [optim_t 0.498] [lr 0.000994] [CE 3.896 (4.030)] [KD 2.494 (2.549)] +2024-10-19 01:10:18,892 - Train: 61.42% [768350/1251000] [614.2/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.000994] [CE 3.933 (4.140)] [KD 2.453 (2.578)] +2024-10-19 01:10:40,114 - Train: 61.42% [768400/1251000] [614.2/1000.0] [batch_t 0.452 (0.424)] [data_t 0.015] [optim_t 0.437] [lr 0.000993] [CE 3.768 (4.026)] [KD 2.491 (2.525)] +2024-10-19 01:11:01,439 - Train: 61.43% [768450/1251000] [614.3/1000.0] [batch_t 0.494 (0.426)] [data_t 0.015] [optim_t 0.479] [lr 0.000993] [CE 3.970 (3.994)] [KD 2.618 (2.542)] +2024-10-19 01:11:22,382 - Train: 61.43% [768500/1251000] [614.3/1000.0] [batch_t 0.405 (0.419)] [data_t 0.015] [optim_t 0.389] [lr 0.000993] [CE 3.943 (3.970)] [KD 2.544 (2.511)] +2024-10-19 01:11:43,764 - Train: 61.43% [768550/1251000] [614.3/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.345] [lr 0.000993] [CE 4.359 (3.929)] [KD 2.843 (2.515)] +2024-10-19 01:12:05,189 - Train: 61.44% [768600/1251000] [614.4/1000.0] [batch_t 0.395 (0.428)] [data_t 0.050] [optim_t 0.345] [lr 0.000993] [CE 3.709 (4.014)] [KD 2.390 (2.562)] +2024-10-19 01:12:26,603 - Train: 61.44% [768650/1251000] [614.4/1000.0] [batch_t 0.452 (0.428)] [data_t 0.016] [optim_t 0.437] [lr 0.000993] [CE 4.634 (4.058)] [KD 2.768 (2.588)] +2024-10-19 01:12:47,992 - Train: 61.45% [768700/1251000] [614.5/1000.0] [batch_t 0.408 (0.428)] [data_t 0.015] [optim_t 0.393] [lr 0.000992] [CE 4.142 (4.045)] [KD 2.799 (2.574)] +2024-10-19 01:13:09,273 - Train: 61.45% [768750/1251000] [614.5/1000.0] [batch_t 0.378 (0.426)] [data_t 0.015] [optim_t 0.363] [lr 0.000992] [CE 4.124 (4.095)] [KD 2.595 (2.584)] +2024-10-19 01:13:30,746 - Train: 61.45% [768800/1251000] [614.5/1000.0] [batch_t 0.401 (0.429)] [data_t 0.016] [optim_t 0.386] [lr 0.000992] [CE 3.979 (4.067)] [KD 2.596 (2.585)] +2024-10-19 01:13:51,968 - Train: 61.46% [768850/1251000] [614.6/1000.0] [batch_t 0.460 (0.424)] [data_t 0.016] [optim_t 0.444] [lr 0.000992] [CE 4.339 (4.126)] [KD 2.782 (2.583)] +2024-10-19 01:14:12,738 - Train: 61.46% [768900/1251000] [614.6/1000.0] [batch_t 0.399 (0.415)] [data_t 0.015] [optim_t 0.384] [lr 0.000992] [CE 3.471 (4.022)] [KD 2.275 (2.583)] +2024-10-19 01:14:33,908 - Train: 61.47% [768950/1251000] [614.7/1000.0] [batch_t 0.357 (0.423)] [data_t 0.015] [optim_t 0.342] [lr 0.000992] [CE 3.953 (3.998)] [KD 2.590 (2.557)] +2024-10-19 01:14:55,814 - Train: 61.47% [769000/1251000] [614.7/1000.0] [batch_t 0.524 (0.438)] [data_t 0.015] [optim_t 0.509] [lr 0.000991] [CE 4.011 (4.087)] [KD 2.476 (2.583)] +2024-10-19 01:15:17,400 - Train: 61.47% [769050/1251000] [614.7/1000.0] [batch_t 0.477 (0.432)] [data_t 0.016] [optim_t 0.462] [lr 0.000991] [CE 4.258 (4.069)] [KD 2.622 (2.593)] +2024-10-19 01:15:39,320 - Train: 61.48% [769100/1251000] [614.8/1000.0] [batch_t 0.467 (0.438)] [data_t 0.016] [optim_t 0.451] [lr 0.000991] [CE 4.105 (4.078)] [KD 2.627 (2.598)] +2024-10-19 01:16:01,058 - Train: 61.48% [769150/1251000] [614.8/1000.0] [batch_t 0.600 (0.435)] [data_t 0.015] [optim_t 0.585] [lr 0.000991] [CE 3.631 (3.992)] [KD 2.348 (2.553)] +2024-10-19 01:16:22,731 - Train: 61.49% [769200/1251000] [614.9/1000.0] [batch_t 0.395 (0.433)] [data_t 0.016] [optim_t 0.379] [lr 0.000991] [CE 3.967 (4.138)] [KD 2.621 (2.605)] +2024-10-19 01:16:43,623 - Train: 61.49% [769250/1251000] [614.9/1000.0] [batch_t 0.383 (0.418)] [data_t 0.016] [optim_t 0.367] [lr 0.000990] [CE 4.123 (3.997)] [KD 2.649 (2.574)] +2024-10-19 01:17:04,112 - Train: 61.49% [769300/1251000] [614.9/1000.0] [batch_t 0.360 (0.410)] [data_t 0.016] [optim_t 0.344] [lr 0.000990] [CE 4.016 (3.989)] [KD 2.482 (2.558)] +2024-10-19 01:17:25,496 - Train: 61.50% [769350/1251000] [615.0/1000.0] [batch_t 0.448 (0.428)] [data_t 0.029] [optim_t 0.419] [lr 0.000990] [CE 3.921 (4.134)] [KD 2.503 (2.597)] +2024-10-19 01:17:52,799 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 39390] [top5_cnt 47245] [top_all 50000] +2024-10-19 01:17:52,800 - net: 78.780 (94.490) +2024-10-19 01:18:13,856 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 40935] [top5_cnt 47951] [top_all 50000] +2024-10-19 01:18:13,857 - net_E: 81.870 (95.902) +2024-10-19 01:18:13,992 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 01:18:13,992 - ==> Total time: 4 days, 1:36:22 Eta: 2 days, 13:06:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 01:18:35,181 - Train: 61.50% [769400/1251000] [615.0/1000.0] [batch_t 0.361 (0.471)] [data_t 0.015] [optim_t 0.345] [lr 0.000990] [CE 3.979 (3.996)] [KD 2.523 (2.520)] +2024-10-19 01:18:56,719 - Train: 61.51% [769450/1251000] [615.1/1000.0] [batch_t 0.472 (0.431)] [data_t 0.015] [optim_t 0.457] [lr 0.000990] [CE 4.063 (3.979)] [KD 2.382 (2.523)] +2024-10-19 01:19:18,185 - Train: 61.51% [769500/1251000] [615.1/1000.0] [batch_t 0.441 (0.429)] [data_t 0.015] [optim_t 0.426] [lr 0.000990] [CE 4.194 (4.050)] [KD 2.437 (2.550)] +2024-10-19 01:19:39,949 - Train: 61.51% [769550/1251000] [615.1/1000.0] [batch_t 0.438 (0.435)] [data_t 0.016] [optim_t 0.422] [lr 0.000989] [CE 4.298 (4.036)] [KD 2.646 (2.539)] +2024-10-19 01:20:01,648 - Train: 61.52% [769600/1251000] [615.2/1000.0] [batch_t 0.471 (0.434)] [data_t 0.015] [optim_t 0.456] [lr 0.000989] [CE 4.443 (4.021)] [KD 2.721 (2.526)] +2024-10-19 01:20:23,642 - Train: 61.52% [769650/1251000] [615.2/1000.0] [batch_t 0.439 (0.440)] [data_t 0.015] [optim_t 0.423] [lr 0.000989] [CE 4.368 (4.052)] [KD 2.781 (2.550)] +2024-10-19 01:20:45,029 - Train: 61.53% [769700/1251000] [615.3/1000.0] [batch_t 0.399 (0.428)] [data_t 0.015] [optim_t 0.384] [lr 0.000989] [CE 3.873 (4.045)] [KD 2.443 (2.559)] +2024-10-19 01:21:07,035 - Train: 61.53% [769750/1251000] [615.3/1000.0] [batch_t 0.495 (0.440)] [data_t 0.015] [optim_t 0.480] [lr 0.000989] [CE 4.244 (3.987)] [KD 2.625 (2.520)] +2024-10-19 01:21:28,681 - Train: 61.53% [769800/1251000] [615.3/1000.0] [batch_t 0.458 (0.433)] [data_t 0.015] [optim_t 0.442] [lr 0.000989] [CE 4.421 (4.066)] [KD 2.811 (2.556)] +2024-10-19 01:21:50,553 - Train: 61.54% [769850/1251000] [615.4/1000.0] [batch_t 0.512 (0.437)] [data_t 0.015] [optim_t 0.497] [lr 0.000988] [CE 3.154 (4.029)] [KD 2.157 (2.541)] +2024-10-19 01:22:12,172 - Train: 61.54% [769900/1251000] [615.4/1000.0] [batch_t 0.407 (0.432)] [data_t 0.016] [optim_t 0.392] [lr 0.000988] [CE 3.492 (3.997)] [KD 2.245 (2.541)] +2024-10-19 01:22:33,973 - Train: 61.55% [769950/1251000] [615.5/1000.0] [batch_t 0.483 (0.436)] [data_t 0.015] [optim_t 0.468] [lr 0.000988] [CE 4.257 (4.032)] [KD 2.751 (2.542)] +2024-10-19 01:22:55,662 - Train: 61.55% [770000/1251000] [615.5/1000.0] [batch_t 0.410 (0.434)] [data_t 0.015] [optim_t 0.394] [lr 0.000988] [CE 4.296 (4.061)] [KD 2.667 (2.561)] +2024-10-19 01:23:16,633 - Train: 61.55% [770050/1251000] [615.5/1000.0] [batch_t 0.387 (0.419)] [data_t 0.016] [optim_t 0.371] [lr 0.000988] [CE 4.401 (4.032)] [KD 2.709 (2.552)] +2024-10-19 01:23:37,668 - Train: 61.56% [770100/1251000] [615.6/1000.0] [batch_t 0.375 (0.421)] [data_t 0.016] [optim_t 0.359] [lr 0.000988] [CE 3.693 (4.065)] [KD 2.462 (2.555)] +2024-10-19 01:23:59,752 - Train: 61.56% [770150/1251000] [615.6/1000.0] [batch_t 0.433 (0.442)] [data_t 0.016] [optim_t 0.418] [lr 0.000987] [CE 3.724 (3.974)] [KD 2.331 (2.504)] +2024-10-19 01:24:22,020 - Train: 61.57% [770200/1251000] [615.7/1000.0] [batch_t 0.402 (0.445)] [data_t 0.015] [optim_t 0.386] [lr 0.000987] [CE 4.419 (4.066)] [KD 2.809 (2.577)] +2024-10-19 01:24:44,317 - Train: 61.57% [770250/1251000] [615.7/1000.0] [batch_t 0.481 (0.446)] [data_t 0.015] [optim_t 0.466] [lr 0.000987] [CE 3.823 (4.063)] [KD 2.399 (2.554)] +2024-10-19 01:25:05,467 - Train: 61.57% [770300/1251000] [615.7/1000.0] [batch_t 0.396 (0.423)] [data_t 0.015] [optim_t 0.381] [lr 0.000987] [CE 4.481 (4.003)] [KD 2.864 (2.557)] +2024-10-19 01:25:26,826 - Train: 61.58% [770350/1251000] [615.8/1000.0] [batch_t 0.452 (0.427)] [data_t 0.015] [optim_t 0.437] [lr 0.000987] [CE 4.410 (4.080)] [KD 2.697 (2.588)] +2024-10-19 01:25:48,144 - Train: 61.58% [770400/1251000] [615.8/1000.0] [batch_t 0.511 (0.426)] [data_t 0.016] [optim_t 0.496] [lr 0.000986] [CE 4.043 (4.011)] [KD 2.434 (2.562)] +2024-10-19 01:26:09,632 - Train: 61.59% [770450/1251000] [615.9/1000.0] [batch_t 0.471 (0.430)] [data_t 0.130] [optim_t 0.340] [lr 0.000986] [CE 4.267 (4.024)] [KD 2.575 (2.521)] +2024-10-19 01:26:30,864 - Train: 61.59% [770500/1251000] [615.9/1000.0] [batch_t 0.506 (0.425)] [data_t 0.056] [optim_t 0.451] [lr 0.000986] [CE 4.013 (4.058)] [KD 2.546 (2.570)] +2024-10-19 01:26:52,262 - Train: 61.59% [770550/1251000] [615.9/1000.0] [batch_t 0.371 (0.428)] [data_t 0.025] [optim_t 0.346] [lr 0.000986] [CE 4.096 (4.028)] [KD 2.585 (2.571)] +2024-10-19 01:27:13,411 - Train: 61.60% [770600/1251000] [616.0/1000.0] [batch_t 0.410 (0.423)] [data_t 0.069] [optim_t 0.341] [lr 0.000986] [CE 3.779 (4.042)] [KD 2.260 (2.559)] +2024-10-19 01:27:41,459 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.440)] [top1_cnt 39500] [top5_cnt 47392] [top_all 50000] +2024-10-19 01:27:41,459 - net: 79.000 (94.784) +2024-10-19 01:28:03,015 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40901] [top5_cnt 47946] [top_all 50000] +2024-10-19 01:28:03,015 - net_E: 81.802 (95.892) +2024-10-19 01:28:03,199 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 01:28:03,199 - ==> Total time: 4 days, 1:46:11 Eta: 2 days, 12:56:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 01:28:23,175 - Train: 61.60% [770650/1251000] [616.0/1000.0] [batch_t 0.365 (0.462)] [data_t 0.015] [optim_t 0.350] [lr 0.000986] [CE 3.775 (4.050)] [KD 2.350 (2.559)] +2024-10-19 01:28:43,188 - Train: 61.61% [770700/1251000] [616.1/1000.0] [batch_t 0.413 (0.400)] [data_t 0.015] [optim_t 0.398] [lr 0.000985] [CE 4.163 (4.050)] [KD 2.649 (2.536)] +2024-10-19 01:29:03,491 - Train: 61.61% [770750/1251000] [616.1/1000.0] [batch_t 0.372 (0.406)] [data_t 0.015] [optim_t 0.356] [lr 0.000985] [CE 3.658 (3.968)] [KD 2.365 (2.488)] +2024-10-19 01:29:24,523 - Train: 61.61% [770800/1251000] [616.1/1000.0] [batch_t 0.462 (0.421)] [data_t 0.015] [optim_t 0.446] [lr 0.000985] [CE 4.017 (4.004)] [KD 2.555 (2.510)] +2024-10-19 01:29:45,810 - Train: 61.62% [770850/1251000] [616.2/1000.0] [batch_t 0.514 (0.426)] [data_t 0.170] [optim_t 0.344] [lr 0.000985] [CE 3.427 (4.069)] [KD 2.261 (2.571)] +2024-10-19 01:30:07,016 - Train: 61.62% [770900/1251000] [616.2/1000.0] [batch_t 0.422 (0.424)] [data_t 0.075] [optim_t 0.347] [lr 0.000985] [CE 3.822 (4.120)] [KD 2.409 (2.598)] +2024-10-19 01:30:27,883 - Train: 61.63% [770950/1251000] [616.3/1000.0] [batch_t 0.361 (0.417)] [data_t 0.016] [optim_t 0.346] [lr 0.000985] [CE 3.784 (3.988)] [KD 2.535 (2.482)] +2024-10-19 01:30:49,766 - Train: 61.63% [771000/1251000] [616.3/1000.0] [batch_t 0.449 (0.438)] [data_t 0.106] [optim_t 0.343] [lr 0.000984] [CE 4.232 (4.028)] [KD 2.684 (2.552)] +2024-10-19 01:31:11,695 - Train: 61.63% [771050/1251000] [616.3/1000.0] [batch_t 0.427 (0.438)] [data_t 0.085] [optim_t 0.342] [lr 0.000984] [CE 3.910 (4.070)] [KD 2.410 (2.537)] +2024-10-19 01:31:33,459 - Train: 61.64% [771100/1251000] [616.4/1000.0] [batch_t 0.444 (0.435)] [data_t 0.101] [optim_t 0.343] [lr 0.000984] [CE 3.717 (4.055)] [KD 2.264 (2.564)] +2024-10-19 01:31:54,940 - Train: 61.64% [771150/1251000] [616.4/1000.0] [batch_t 0.409 (0.430)] [data_t 0.068] [optim_t 0.341] [lr 0.000984] [CE 4.428 (4.038)] [KD 2.777 (2.531)] +2024-10-19 01:32:15,625 - Train: 61.65% [771200/1251000] [616.5/1000.0] [batch_t 0.388 (0.414)] [data_t 0.044] [optim_t 0.344] [lr 0.000984] [CE 3.989 (4.058)] [KD 2.524 (2.577)] +2024-10-19 01:32:37,386 - Train: 61.65% [771250/1251000] [616.5/1000.0] [batch_t 0.381 (0.435)] [data_t 0.038] [optim_t 0.343] [lr 0.000984] [CE 3.848 (3.993)] [KD 2.467 (2.546)] +2024-10-19 01:32:58,917 - Train: 61.65% [771300/1251000] [616.5/1000.0] [batch_t 0.506 (0.431)] [data_t 0.162] [optim_t 0.344] [lr 0.000983] [CE 4.267 (4.033)] [KD 2.670 (2.574)] +2024-10-19 01:33:20,296 - Train: 61.66% [771350/1251000] [616.6/1000.0] [batch_t 0.430 (0.427)] [data_t 0.088] [optim_t 0.342] [lr 0.000983] [CE 4.076 (3.986)] [KD 2.665 (2.549)] +2024-10-19 01:33:41,929 - Train: 61.66% [771400/1251000] [616.6/1000.0] [batch_t 0.367 (0.433)] [data_t 0.024] [optim_t 0.342] [lr 0.000983] [CE 4.230 (3.996)] [KD 2.651 (2.574)] +2024-10-19 01:34:02,717 - Train: 61.67% [771450/1251000] [616.7/1000.0] [batch_t 0.386 (0.416)] [data_t 0.044] [optim_t 0.342] [lr 0.000983] [CE 3.451 (3.963)] [KD 2.344 (2.553)] +2024-10-19 01:34:23,832 - Train: 61.67% [771500/1251000] [616.7/1000.0] [batch_t 0.436 (0.422)] [data_t 0.095] [optim_t 0.341] [lr 0.000983] [CE 4.371 (3.980)] [KD 2.693 (2.534)] +2024-10-19 01:34:44,759 - Train: 61.67% [771550/1251000] [616.7/1000.0] [batch_t 0.371 (0.418)] [data_t 0.030] [optim_t 0.341] [lr 0.000982] [CE 3.919 (4.066)] [KD 2.450 (2.564)] +2024-10-19 01:35:06,367 - Train: 61.68% [771600/1251000] [616.8/1000.0] [batch_t 0.453 (0.432)] [data_t 0.111] [optim_t 0.341] [lr 0.000982] [CE 3.866 (4.110)] [KD 2.553 (2.600)] +2024-10-19 01:35:28,134 - Train: 61.68% [771650/1251000] [616.8/1000.0] [batch_t 0.462 (0.435)] [data_t 0.119] [optim_t 0.343] [lr 0.000982] [CE 4.099 (4.020)] [KD 2.585 (2.523)] +2024-10-19 01:35:49,906 - Train: 61.69% [771700/1251000] [616.9/1000.0] [batch_t 0.482 (0.435)] [data_t 0.140] [optim_t 0.343] [lr 0.000982] [CE 4.087 (4.013)] [KD 2.520 (2.572)] +2024-10-19 01:36:11,516 - Train: 61.69% [771750/1251000] [616.9/1000.0] [batch_t 0.485 (0.432)] [data_t 0.127] [optim_t 0.359] [lr 0.000982] [CE 4.463 (4.071)] [KD 2.695 (2.585)] +2024-10-19 01:36:33,636 - Train: 61.69% [771800/1251000] [616.9/1000.0] [batch_t 0.429 (0.442)] [data_t 0.084] [optim_t 0.345] [lr 0.000982] [CE 4.005 (3.944)] [KD 2.376 (2.514)] +2024-10-19 01:36:54,353 - Train: 61.70% [771850/1251000] [617.0/1000.0] [batch_t 0.411 (0.414)] [data_t 0.068] [optim_t 0.342] [lr 0.000981] [CE 4.118 (3.999)] [KD 2.594 (2.487)] +2024-10-19 01:37:21,903 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 39556] [top5_cnt 47366] [top_all 50000] +2024-10-19 01:37:21,904 - net: 79.112 (94.732) +2024-10-19 01:37:43,379 - Test (net_E): 100.00% [50/50] [batch_t 0.138 (0.423)] [top1_cnt 40950] [top5_cnt 47956] [top_all 50000] +2024-10-19 01:37:43,380 - net_E: 81.900 (95.912) +2024-10-19 01:37:43,539 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 01:37:43,540 - ==> Total time: 4 days, 1:55:52 Eta: 2 days, 12:47:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 01:38:01,795 - Train: 61.70% [771900/1251000] [617.0/1000.0] [batch_t 0.362 (0.503)] [data_t 0.015] [optim_t 0.346] [lr 0.000981] [CE 4.200 (4.039)] [KD 2.568 (2.519)] +2024-10-19 01:38:22,300 - Train: 61.71% [771950/1251000] [617.1/1000.0] [batch_t 0.419 (0.410)] [data_t 0.015] [optim_t 0.403] [lr 0.000981] [CE 3.954 (4.047)] [KD 2.218 (2.553)] +2024-10-19 01:38:43,849 - Train: 61.71% [772000/1251000] [617.1/1000.0] [batch_t 0.439 (0.431)] [data_t 0.015] [optim_t 0.424] [lr 0.000981] [CE 3.783 (4.066)] [KD 2.396 (2.569)] +2024-10-19 01:39:05,087 - Train: 61.71% [772050/1251000] [617.1/1000.0] [batch_t 0.437 (0.425)] [data_t 0.015] [optim_t 0.422] [lr 0.000981] [CE 3.880 (3.978)] [KD 2.357 (2.520)] +2024-10-19 01:39:26,209 - Train: 61.72% [772100/1251000] [617.2/1000.0] [batch_t 0.441 (0.422)] [data_t 0.015] [optim_t 0.426] [lr 0.000981] [CE 4.330 (3.998)] [KD 2.673 (2.506)] +2024-10-19 01:39:46,857 - Train: 61.72% [772150/1251000] [617.2/1000.0] [batch_t 0.434 (0.413)] [data_t 0.015] [optim_t 0.418] [lr 0.000980] [CE 4.083 (3.991)] [KD 2.559 (2.520)] +2024-10-19 01:40:07,633 - Train: 61.73% [772200/1251000] [617.3/1000.0] [batch_t 0.414 (0.415)] [data_t 0.015] [optim_t 0.398] [lr 0.000980] [CE 4.134 (4.080)] [KD 2.507 (2.577)] +2024-10-19 01:40:28,590 - Train: 61.73% [772250/1251000] [617.3/1000.0] [batch_t 0.398 (0.419)] [data_t 0.016] [optim_t 0.382] [lr 0.000980] [CE 4.005 (4.039)] [KD 2.528 (2.566)] +2024-10-19 01:40:49,627 - Train: 61.73% [772300/1251000] [617.3/1000.0] [batch_t 0.359 (0.421)] [data_t 0.015] [optim_t 0.343] [lr 0.000980] [CE 3.670 (4.065)] [KD 2.437 (2.587)] +2024-10-19 01:41:11,052 - Train: 61.74% [772350/1251000] [617.4/1000.0] [batch_t 0.361 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.000980] [CE 3.955 (4.086)] [KD 2.226 (2.567)] +2024-10-19 01:41:31,565 - Train: 61.74% [772400/1251000] [617.4/1000.0] [batch_t 0.416 (0.410)] [data_t 0.015] [optim_t 0.400] [lr 0.000980] [CE 4.293 (4.053)] [KD 2.821 (2.556)] +2024-10-19 01:41:52,672 - Train: 61.75% [772450/1251000] [617.5/1000.0] [batch_t 0.426 (0.422)] [data_t 0.016] [optim_t 0.411] [lr 0.000979] [CE 4.570 (4.036)] [KD 2.811 (2.586)] +2024-10-19 01:42:14,480 - Train: 61.75% [772500/1251000] [617.5/1000.0] [batch_t 0.448 (0.436)] [data_t 0.015] [optim_t 0.432] [lr 0.000979] [CE 3.956 (3.986)] [KD 2.593 (2.543)] +2024-10-19 01:42:36,231 - Train: 61.75% [772550/1251000] [617.5/1000.0] [batch_t 0.613 (0.435)] [data_t 0.015] [optim_t 0.597] [lr 0.000979] [CE 4.466 (4.071)] [KD 2.688 (2.591)] +2024-10-19 01:42:57,338 - Train: 61.76% [772600/1251000] [617.6/1000.0] [batch_t 0.444 (0.422)] [data_t 0.015] [optim_t 0.428] [lr 0.000979] [CE 4.448 (4.010)] [KD 2.709 (2.559)] +2024-10-19 01:43:18,261 - Train: 61.76% [772650/1251000] [617.6/1000.0] [batch_t 0.449 (0.418)] [data_t 0.015] [optim_t 0.434] [lr 0.000979] [CE 3.690 (4.061)] [KD 2.463 (2.549)] +2024-10-19 01:43:39,320 - Train: 61.77% [772700/1251000] [617.7/1000.0] [batch_t 0.415 (0.421)] [data_t 0.015] [optim_t 0.399] [lr 0.000978] [CE 4.137 (4.028)] [KD 2.593 (2.564)] +2024-10-19 01:44:00,343 - Train: 61.77% [772750/1251000] [617.7/1000.0] [batch_t 0.420 (0.420)] [data_t 0.015] [optim_t 0.404] [lr 0.000978] [CE 4.221 (4.007)] [KD 2.690 (2.555)] +2024-10-19 01:44:21,909 - Train: 61.77% [772800/1251000] [617.7/1000.0] [batch_t 0.445 (0.431)] [data_t 0.015] [optim_t 0.430] [lr 0.000978] [CE 3.992 (4.016)] [KD 2.651 (2.557)] +2024-10-19 01:44:42,957 - Train: 61.78% [772850/1251000] [617.8/1000.0] [batch_t 0.421 (0.421)] [data_t 0.015] [optim_t 0.405] [lr 0.000978] [CE 3.922 (4.000)] [KD 2.537 (2.518)] +2024-10-19 01:45:04,920 - Train: 61.78% [772900/1251000] [617.8/1000.0] [batch_t 0.494 (0.439)] [data_t 0.015] [optim_t 0.478] [lr 0.000978] [CE 4.170 (4.052)] [KD 2.638 (2.543)] +2024-10-19 01:45:26,630 - Train: 61.79% [772950/1251000] [617.9/1000.0] [batch_t 0.428 (0.434)] [data_t 0.015] [optim_t 0.413] [lr 0.000978] [CE 4.070 (4.019)] [KD 2.632 (2.534)] +2024-10-19 01:45:48,396 - Train: 61.79% [773000/1251000] [617.9/1000.0] [batch_t 0.502 (0.435)] [data_t 0.015] [optim_t 0.487] [lr 0.000977] [CE 4.331 (3.978)] [KD 2.677 (2.499)] +2024-10-19 01:46:09,860 - Train: 61.79% [773050/1251000] [617.9/1000.0] [batch_t 0.415 (0.429)] [data_t 0.015] [optim_t 0.400] [lr 0.000977] [CE 3.651 (4.032)] [KD 2.343 (2.543)] +2024-10-19 01:46:31,716 - Train: 61.80% [773100/1251000] [618.0/1000.0] [batch_t 0.468 (0.437)] [data_t 0.015] [optim_t 0.452] [lr 0.000977] [CE 3.958 (4.073)] [KD 2.477 (2.587)] +2024-10-19 01:47:00,301 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39559] [top5_cnt 47323] [top_all 50000] +2024-10-19 01:47:00,301 - net: 79.118 (94.646) +2024-10-19 01:47:21,451 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40901] [top5_cnt 47948] [top_all 50000] +2024-10-19 01:47:21,452 - net_E: 81.802 (95.896) +2024-10-19 01:47:21,579 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 01:47:21,580 - ==> Total time: 4 days, 2:05:30 Eta: 2 days, 12:37:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 01:47:40,017 - Train: 61.80% [773150/1251000] [618.0/1000.0] [batch_t 0.360 (0.533)] [data_t 0.016] [optim_t 0.344] [lr 0.000977] [CE 3.986 (4.015)] [KD 2.435 (2.531)] +2024-10-19 01:48:00,234 - Train: 61.81% [773200/1251000] [618.1/1000.0] [batch_t 0.397 (0.404)] [data_t 0.056] [optim_t 0.341] [lr 0.000977] [CE 4.137 (4.014)] [KD 2.446 (2.506)] +2024-10-19 01:48:21,530 - Train: 61.81% [773250/1251000] [618.1/1000.0] [batch_t 0.452 (0.426)] [data_t 0.108] [optim_t 0.343] [lr 0.000977] [CE 4.178 (3.961)] [KD 2.796 (2.484)] +2024-10-19 01:48:42,667 - Train: 61.81% [773300/1251000] [618.1/1000.0] [batch_t 0.472 (0.423)] [data_t 0.132] [optim_t 0.340] [lr 0.000976] [CE 4.138 (4.065)] [KD 2.436 (2.518)] +2024-10-19 01:49:03,633 - Train: 61.82% [773350/1251000] [618.2/1000.0] [batch_t 0.467 (0.419)] [data_t 0.113] [optim_t 0.354] [lr 0.000976] [CE 3.253 (4.023)] [KD 2.154 (2.486)] +2024-10-19 01:49:25,044 - Train: 61.82% [773400/1251000] [618.2/1000.0] [batch_t 0.440 (0.428)] [data_t 0.094] [optim_t 0.346] [lr 0.000976] [CE 3.391 (4.025)] [KD 2.200 (2.525)] +2024-10-19 01:49:46,662 - Train: 61.83% [773450/1251000] [618.3/1000.0] [batch_t 0.409 (0.432)] [data_t 0.067] [optim_t 0.342] [lr 0.000976] [CE 3.553 (4.049)] [KD 2.339 (2.539)] +2024-10-19 01:50:08,250 - Train: 61.83% [773500/1251000] [618.3/1000.0] [batch_t 0.431 (0.432)] [data_t 0.089] [optim_t 0.342] [lr 0.000976] [CE 3.683 (4.099)] [KD 2.322 (2.553)] +2024-10-19 01:50:29,981 - Train: 61.83% [773550/1251000] [618.3/1000.0] [batch_t 0.423 (0.435)] [data_t 0.084] [optim_t 0.339] [lr 0.000976] [CE 4.297 (4.050)] [KD 2.650 (2.532)] +2024-10-19 01:50:51,866 - Train: 61.84% [773600/1251000] [618.4/1000.0] [batch_t 0.411 (0.438)] [data_t 0.068] [optim_t 0.343] [lr 0.000975] [CE 4.098 (4.057)] [KD 2.594 (2.561)] +2024-10-19 01:51:13,237 - Train: 61.84% [773650/1251000] [618.4/1000.0] [batch_t 0.470 (0.427)] [data_t 0.129] [optim_t 0.341] [lr 0.000975] [CE 3.964 (3.978)] [KD 2.549 (2.520)] +2024-10-19 01:51:34,405 - Train: 61.85% [773700/1251000] [618.5/1000.0] [batch_t 0.470 (0.423)] [data_t 0.127] [optim_t 0.343] [lr 0.000975] [CE 4.390 (3.981)] [KD 2.693 (2.505)] +2024-10-19 01:51:56,012 - Train: 61.85% [773750/1251000] [618.5/1000.0] [batch_t 0.427 (0.432)] [data_t 0.087] [optim_t 0.340] [lr 0.000975] [CE 3.846 (3.952)] [KD 2.514 (2.517)] +2024-10-19 01:52:17,544 - Train: 61.85% [773800/1251000] [618.5/1000.0] [batch_t 0.390 (0.431)] [data_t 0.049] [optim_t 0.341] [lr 0.000975] [CE 4.080 (4.074)] [KD 2.525 (2.581)] +2024-10-19 01:52:38,851 - Train: 61.86% [773850/1251000] [618.6/1000.0] [batch_t 0.409 (0.426)] [data_t 0.066] [optim_t 0.343] [lr 0.000974] [CE 4.431 (3.994)] [KD 2.626 (2.555)] +2024-10-19 01:53:00,372 - Train: 61.86% [773900/1251000] [618.6/1000.0] [batch_t 0.419 (0.430)] [data_t 0.015] [optim_t 0.404] [lr 0.000974] [CE 3.849 (4.063)] [KD 2.440 (2.534)] +2024-10-19 01:53:22,573 - Train: 61.87% [773950/1251000] [618.7/1000.0] [batch_t 0.437 (0.444)] [data_t 0.015] [optim_t 0.422] [lr 0.000974] [CE 4.067 (4.041)] [KD 2.458 (2.561)] +2024-10-19 01:53:44,372 - Train: 61.87% [774000/1251000] [618.7/1000.0] [batch_t 0.362 (0.436)] [data_t 0.015] [optim_t 0.347] [lr 0.000974] [CE 4.155 (4.071)] [KD 2.717 (2.565)] +2024-10-19 01:54:05,568 - Train: 61.87% [774050/1251000] [618.7/1000.0] [batch_t 0.415 (0.424)] [data_t 0.015] [optim_t 0.399] [lr 0.000974] [CE 4.364 (4.036)] [KD 2.584 (2.535)] +2024-10-19 01:54:26,254 - Train: 61.88% [774100/1251000] [618.8/1000.0] [batch_t 0.453 (0.414)] [data_t 0.015] [optim_t 0.438] [lr 0.000974] [CE 4.275 (4.065)] [KD 2.565 (2.566)] +2024-10-19 01:54:46,572 - Train: 61.88% [774150/1251000] [618.8/1000.0] [batch_t 0.366 (0.406)] [data_t 0.015] [optim_t 0.351] [lr 0.000973] [CE 3.825 (4.068)] [KD 2.411 (2.560)] +2024-10-19 01:55:07,618 - Train: 61.89% [774200/1251000] [618.9/1000.0] [batch_t 0.377 (0.421)] [data_t 0.032] [optim_t 0.346] [lr 0.000973] [CE 3.437 (4.081)] [KD 2.391 (2.556)] +2024-10-19 01:55:28,724 - Train: 61.89% [774250/1251000] [618.9/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.347] [lr 0.000973] [CE 3.284 (4.083)] [KD 2.218 (2.578)] +2024-10-19 01:55:49,835 - Train: 61.89% [774300/1251000] [618.9/1000.0] [batch_t 0.462 (0.422)] [data_t 0.119] [optim_t 0.343] [lr 0.000973] [CE 4.113 (4.041)] [KD 2.459 (2.543)] +2024-10-19 01:56:10,826 - Train: 61.90% [774350/1251000] [619.0/1000.0] [batch_t 0.430 (0.420)] [data_t 0.089] [optim_t 0.341] [lr 0.000973] [CE 4.304 (4.028)] [KD 2.693 (2.549)] +2024-10-19 01:56:40,676 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.445)] [top1_cnt 39552] [top5_cnt 47334] [top_all 50000] +2024-10-19 01:56:40,676 - net: 79.104 (94.668) +2024-10-19 01:57:02,363 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40930] [top5_cnt 47953] [top_all 50000] +2024-10-19 01:57:02,363 - net_E: 81.860 (95.906) +2024-10-19 01:57:02,520 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 01:57:02,520 - ==> Total time: 4 days, 2:15:11 Eta: 2 days, 12:28:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 01:57:22,407 - Train: 61.90% [774400/1251000] [619.0/1000.0] [batch_t 0.363 (0.498)] [data_t 0.015] [optim_t 0.348] [lr 0.000973] [CE 4.103 (3.947)] [KD 2.564 (2.503)] +2024-10-19 01:57:42,823 - Train: 61.91% [774450/1251000] [619.1/1000.0] [batch_t 0.456 (0.408)] [data_t 0.015] [optim_t 0.441] [lr 0.000972] [CE 4.151 (3.974)] [KD 2.430 (2.475)] +2024-10-19 01:58:03,985 - Train: 61.91% [774500/1251000] [619.1/1000.0] [batch_t 0.361 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.000972] [CE 4.046 (4.057)] [KD 2.546 (2.564)] +2024-10-19 01:58:26,752 - Train: 61.91% [774550/1251000] [619.1/1000.0] [batch_t 0.582 (0.455)] [data_t 0.015] [optim_t 0.566] [lr 0.000972] [CE 3.657 (4.051)] [KD 2.422 (2.504)] +2024-10-19 01:58:48,862 - Train: 61.92% [774600/1251000] [619.2/1000.0] [batch_t 0.362 (0.442)] [data_t 0.015] [optim_t 0.347] [lr 0.000972] [CE 4.189 (4.042)] [KD 2.608 (2.551)] +2024-10-19 01:59:09,532 - Train: 61.92% [774650/1251000] [619.2/1000.0] [batch_t 0.397 (0.413)] [data_t 0.016] [optim_t 0.382] [lr 0.000972] [CE 3.932 (4.025)] [KD 2.531 (2.538)] +2024-10-19 01:59:30,895 - Train: 61.93% [774700/1251000] [619.3/1000.0] [batch_t 0.400 (0.427)] [data_t 0.015] [optim_t 0.385] [lr 0.000972] [CE 3.978 (4.037)] [KD 2.619 (2.539)] +2024-10-19 01:59:51,644 - Train: 61.93% [774750/1251000] [619.3/1000.0] [batch_t 0.429 (0.415)] [data_t 0.015] [optim_t 0.413] [lr 0.000971] [CE 4.008 (4.034)] [KD 2.629 (2.524)] +2024-10-19 02:00:12,966 - Train: 61.93% [774800/1251000] [619.3/1000.0] [batch_t 0.424 (0.426)] [data_t 0.015] [optim_t 0.409] [lr 0.000971] [CE 3.996 (4.017)] [KD 2.388 (2.501)] +2024-10-19 02:00:34,419 - Train: 61.94% [774850/1251000] [619.4/1000.0] [batch_t 0.445 (0.429)] [data_t 0.016] [optim_t 0.429] [lr 0.000971] [CE 4.090 (4.057)] [KD 2.457 (2.538)] +2024-10-19 02:00:55,787 - Train: 61.94% [774900/1251000] [619.4/1000.0] [batch_t 0.482 (0.427)] [data_t 0.016] [optim_t 0.466] [lr 0.000971] [CE 3.747 (3.959)] [KD 2.436 (2.520)] +2024-10-19 02:01:18,062 - Train: 61.95% [774950/1251000] [619.5/1000.0] [batch_t 0.405 (0.445)] [data_t 0.015] [optim_t 0.390] [lr 0.000971] [CE 4.516 (4.005)] [KD 2.592 (2.506)] +2024-10-19 02:01:39,677 - Train: 61.95% [775000/1251000] [619.5/1000.0] [batch_t 0.436 (0.432)] [data_t 0.015] [optim_t 0.421] [lr 0.000970] [CE 4.047 (4.102)] [KD 2.571 (2.572)] +2024-10-19 02:02:01,318 - Train: 61.95% [775050/1251000] [619.5/1000.0] [batch_t 0.416 (0.433)] [data_t 0.015] [optim_t 0.401] [lr 0.000970] [CE 3.873 (4.008)] [KD 2.632 (2.554)] +2024-10-19 02:02:23,546 - Train: 61.96% [775100/1251000] [619.6/1000.0] [batch_t 0.413 (0.444)] [data_t 0.015] [optim_t 0.398] [lr 0.000970] [CE 3.125 (3.989)] [KD 2.123 (2.546)] +2024-10-19 02:02:46,114 - Train: 61.96% [775150/1251000] [619.6/1000.0] [batch_t 0.466 (0.451)] [data_t 0.015] [optim_t 0.451] [lr 0.000970] [CE 3.721 (4.030)] [KD 2.499 (2.540)] +2024-10-19 02:03:08,179 - Train: 61.97% [775200/1251000] [619.7/1000.0] [batch_t 0.484 (0.441)] [data_t 0.015] [optim_t 0.468] [lr 0.000970] [CE 3.944 (4.033)] [KD 2.588 (2.548)] +2024-10-19 02:03:30,219 - Train: 61.97% [775250/1251000] [619.7/1000.0] [batch_t 0.439 (0.441)] [data_t 0.015] [optim_t 0.424] [lr 0.000970] [CE 4.022 (4.002)] [KD 2.326 (2.533)] +2024-10-19 02:03:52,359 - Train: 61.97% [775300/1251000] [619.7/1000.0] [batch_t 0.401 (0.443)] [data_t 0.016] [optim_t 0.385] [lr 0.000969] [CE 4.237 (4.056)] [KD 2.712 (2.561)] +2024-10-19 02:04:13,461 - Train: 61.98% [775350/1251000] [619.8/1000.0] [batch_t 0.392 (0.422)] [data_t 0.016] [optim_t 0.376] [lr 0.000969] [CE 4.062 (4.029)] [KD 2.416 (2.544)] +2024-10-19 02:04:35,041 - Train: 61.98% [775400/1251000] [619.8/1000.0] [batch_t 0.387 (0.431)] [data_t 0.016] [optim_t 0.372] [lr 0.000969] [CE 3.773 (4.101)] [KD 2.296 (2.625)] +2024-10-19 02:04:57,118 - Train: 61.99% [775450/1251000] [619.9/1000.0] [batch_t 0.361 (0.441)] [data_t 0.015] [optim_t 0.346] [lr 0.000969] [CE 4.484 (4.072)] [KD 2.830 (2.609)] +2024-10-19 02:05:18,719 - Train: 61.99% [775500/1251000] [619.9/1000.0] [batch_t 0.442 (0.432)] [data_t 0.015] [optim_t 0.427] [lr 0.000969] [CE 4.462 (4.011)] [KD 2.916 (2.569)] +2024-10-19 02:05:40,537 - Train: 61.99% [775550/1251000] [619.9/1000.0] [batch_t 0.427 (0.436)] [data_t 0.015] [optim_t 0.411] [lr 0.000969] [CE 3.831 (4.009)] [KD 2.448 (2.551)] +2024-10-19 02:06:02,485 - Train: 62.00% [775600/1251000] [620.0/1000.0] [batch_t 0.431 (0.439)] [data_t 0.015] [optim_t 0.416] [lr 0.000968] [CE 4.020 (4.045)] [KD 2.492 (2.601)] +2024-10-19 02:06:31,450 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 39608] [top5_cnt 47378] [top_all 50000] +2024-10-19 02:06:31,450 - net: 79.216 (94.756) +2024-10-19 02:06:52,742 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40922] [top5_cnt 47953] [top_all 50000] +2024-10-19 02:06:52,742 - net_E: 81.844 (95.906) +2024-10-19 02:06:52,904 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 02:06:52,904 - ==> Total time: 4 days, 2:25:01 Eta: 2 days, 12:19:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 02:07:10,953 - Train: 62.00% [775650/1251000] [620.0/1000.0] [batch_t 0.365 (0.556)] [data_t 0.015] [optim_t 0.350] [lr 0.000968] [CE 4.158 (4.047)] [KD 2.460 (2.547)] +2024-10-19 02:07:33,270 - Train: 62.01% [775700/1251000] [620.1/1000.0] [batch_t 0.365 (0.446)] [data_t 0.024] [optim_t 0.341] [lr 0.000968] [CE 4.645 (4.042)] [KD 2.858 (2.547)] +2024-10-19 02:07:55,277 - Train: 62.01% [775750/1251000] [620.1/1000.0] [batch_t 0.379 (0.440)] [data_t 0.038] [optim_t 0.340] [lr 0.000968] [CE 4.436 (4.020)] [KD 2.781 (2.530)] +2024-10-19 02:08:17,589 - Train: 62.01% [775800/1251000] [620.1/1000.0] [batch_t 0.434 (0.446)] [data_t 0.090] [optim_t 0.344] [lr 0.000968] [CE 4.140 (3.941)] [KD 2.560 (2.480)] +2024-10-19 02:08:39,346 - Train: 62.02% [775850/1251000] [620.2/1000.0] [batch_t 0.391 (0.435)] [data_t 0.051] [optim_t 0.340] [lr 0.000968] [CE 3.865 (3.975)] [KD 2.282 (2.482)] +2024-10-19 02:09:01,269 - Train: 62.02% [775900/1251000] [620.2/1000.0] [batch_t 0.363 (0.438)] [data_t 0.015] [optim_t 0.347] [lr 0.000967] [CE 3.424 (3.987)] [KD 2.271 (2.528)] +2024-10-19 02:09:23,279 - Train: 62.03% [775950/1251000] [620.3/1000.0] [batch_t 0.444 (0.440)] [data_t 0.101] [optim_t 0.343] [lr 0.000967] [CE 3.945 (4.006)] [KD 2.499 (2.535)] +2024-10-19 02:09:45,072 - Train: 62.03% [776000/1251000] [620.3/1000.0] [batch_t 0.424 (0.436)] [data_t 0.083] [optim_t 0.341] [lr 0.000967] [CE 3.789 (4.000)] [KD 2.380 (2.563)] +2024-10-19 02:10:07,002 - Train: 62.03% [776050/1251000] [620.3/1000.0] [batch_t 0.392 (0.438)] [data_t 0.051] [optim_t 0.342] [lr 0.000967] [CE 4.486 (4.079)] [KD 2.823 (2.572)] +2024-10-19 02:10:29,025 - Train: 62.04% [776100/1251000] [620.4/1000.0] [batch_t 0.357 (0.440)] [data_t 0.015] [optim_t 0.342] [lr 0.000967] [CE 4.518 (4.113)] [KD 2.703 (2.561)] +2024-10-19 02:10:50,382 - Train: 62.04% [776150/1251000] [620.4/1000.0] [batch_t 0.358 (0.427)] [data_t 0.015] [optim_t 0.343] [lr 0.000967] [CE 4.266 (3.948)] [KD 2.754 (2.505)] +2024-10-19 02:11:12,131 - Train: 62.05% [776200/1251000] [620.5/1000.0] [batch_t 0.430 (0.435)] [data_t 0.088] [optim_t 0.341] [lr 0.000966] [CE 4.127 (4.033)] [KD 2.516 (2.546)] +2024-10-19 02:11:33,866 - Train: 62.05% [776250/1251000] [620.5/1000.0] [batch_t 0.421 (0.435)] [data_t 0.078] [optim_t 0.343] [lr 0.000966] [CE 3.613 (4.093)] [KD 2.197 (2.552)] +2024-10-19 02:11:55,670 - Train: 62.05% [776300/1251000] [620.5/1000.0] [batch_t 0.431 (0.436)] [data_t 0.086] [optim_t 0.345] [lr 0.000966] [CE 4.380 (4.012)] [KD 2.594 (2.553)] +2024-10-19 02:12:17,713 - Train: 62.06% [776350/1251000] [620.6/1000.0] [batch_t 0.358 (0.441)] [data_t 0.015] [optim_t 0.342] [lr 0.000966] [CE 4.148 (4.069)] [KD 2.589 (2.550)] +2024-10-19 02:12:38,862 - Train: 62.06% [776400/1251000] [620.6/1000.0] [batch_t 0.358 (0.423)] [data_t 0.015] [optim_t 0.342] [lr 0.000966] [CE 4.304 (4.048)] [KD 2.691 (2.557)] +2024-10-19 02:13:00,162 - Train: 62.07% [776450/1251000] [620.7/1000.0] [batch_t 0.485 (0.426)] [data_t 0.145] [optim_t 0.340] [lr 0.000965] [CE 3.967 (4.029)] [KD 2.608 (2.565)] +2024-10-19 02:13:21,675 - Train: 62.07% [776500/1251000] [620.7/1000.0] [batch_t 0.451 (0.430)] [data_t 0.108] [optim_t 0.344] [lr 0.000965] [CE 3.638 (3.979)] [KD 2.248 (2.525)] +2024-10-19 02:13:42,814 - Train: 62.07% [776550/1251000] [620.7/1000.0] [batch_t 0.566 (0.423)] [data_t 0.015] [optim_t 0.551] [lr 0.000965] [CE 4.747 (4.097)] [KD 2.906 (2.572)] +2024-10-19 02:14:04,538 - Train: 62.08% [776600/1251000] [620.8/1000.0] [batch_t 0.509 (0.434)] [data_t 0.015] [optim_t 0.493] [lr 0.000965] [CE 4.199 (4.035)] [KD 2.712 (2.541)] +2024-10-19 02:14:26,481 - Train: 62.08% [776650/1251000] [620.8/1000.0] [batch_t 0.438 (0.439)] [data_t 0.015] [optim_t 0.423] [lr 0.000965] [CE 3.830 (4.002)] [KD 2.419 (2.558)] +2024-10-19 02:14:48,800 - Train: 62.09% [776700/1251000] [620.9/1000.0] [batch_t 0.444 (0.446)] [data_t 0.015] [optim_t 0.429] [lr 0.000965] [CE 3.544 (4.020)] [KD 2.232 (2.534)] +2024-10-19 02:15:10,575 - Train: 62.09% [776750/1251000] [620.9/1000.0] [batch_t 0.487 (0.435)] [data_t 0.015] [optim_t 0.471] [lr 0.000964] [CE 4.235 (4.041)] [KD 2.846 (2.570)] +2024-10-19 02:15:32,202 - Train: 62.09% [776800/1251000] [620.9/1000.0] [batch_t 0.419 (0.432)] [data_t 0.015] [optim_t 0.403] [lr 0.000964] [CE 3.584 (4.043)] [KD 2.127 (2.539)] +2024-10-19 02:15:54,386 - Train: 62.10% [776850/1251000] [621.0/1000.0] [batch_t 0.531 (0.444)] [data_t 0.015] [optim_t 0.516] [lr 0.000964] [CE 3.854 (4.008)] [KD 2.523 (2.538)] +2024-10-19 02:16:24,593 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.439)] [top1_cnt 39491] [top5_cnt 47345] [top_all 50000] +2024-10-19 02:16:24,594 - net: 78.982 (94.690) +2024-10-19 02:16:45,308 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.408)] [top1_cnt 40923] [top5_cnt 47950] [top_all 50000] +2024-10-19 02:16:45,308 - net_E: 81.846 (95.900) +2024-10-19 02:16:45,471 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 02:16:45,471 - ==> Total time: 4 days, 2:34:54 Eta: 2 days, 12:09:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 02:17:02,353 - Train: 62.10% [776900/1251000] [621.0/1000.0] [batch_t 0.362 (0.525)] [data_t 0.015] [optim_t 0.347] [lr 0.000964] [CE 4.234 (4.037)] [KD 2.731 (2.538)] +2024-10-19 02:17:22,844 - Train: 62.11% [776950/1251000] [621.1/1000.0] [batch_t 0.397 (0.410)] [data_t 0.015] [optim_t 0.382] [lr 0.000964] [CE 4.452 (4.113)] [KD 2.779 (2.564)] +2024-10-19 02:17:44,161 - Train: 62.11% [777000/1251000] [621.1/1000.0] [batch_t 0.566 (0.426)] [data_t 0.015] [optim_t 0.551] [lr 0.000964] [CE 3.923 (3.989)] [KD 2.385 (2.478)] +2024-10-19 02:18:05,343 - Train: 62.11% [777050/1251000] [621.1/1000.0] [batch_t 0.407 (0.424)] [data_t 0.015] [optim_t 0.392] [lr 0.000963] [CE 4.427 (4.014)] [KD 2.823 (2.530)] +2024-10-19 02:18:27,445 - Train: 62.12% [777100/1251000] [621.2/1000.0] [batch_t 0.485 (0.442)] [data_t 0.015] [optim_t 0.469] [lr 0.000963] [CE 4.007 (4.022)] [KD 2.522 (2.512)] +2024-10-19 02:18:49,786 - Train: 62.12% [777150/1251000] [621.2/1000.0] [batch_t 0.400 (0.447)] [data_t 0.015] [optim_t 0.385] [lr 0.000963] [CE 3.724 (4.005)] [KD 2.417 (2.486)] +2024-10-19 02:19:11,202 - Train: 62.13% [777200/1251000] [621.3/1000.0] [batch_t 0.436 (0.428)] [data_t 0.016] [optim_t 0.420] [lr 0.000963] [CE 4.287 (4.000)] [KD 2.561 (2.516)] +2024-10-19 02:19:32,829 - Train: 62.13% [777250/1251000] [621.3/1000.0] [batch_t 0.388 (0.432)] [data_t 0.015] [optim_t 0.372] [lr 0.000963] [CE 3.735 (3.994)] [KD 2.465 (2.524)] +2024-10-19 02:19:54,663 - Train: 62.13% [777300/1251000] [621.3/1000.0] [batch_t 0.425 (0.437)] [data_t 0.015] [optim_t 0.409] [lr 0.000963] [CE 3.942 (4.060)] [KD 2.560 (2.589)] +2024-10-19 02:20:16,230 - Train: 62.14% [777350/1251000] [621.4/1000.0] [batch_t 0.388 (0.431)] [data_t 0.015] [optim_t 0.372] [lr 0.000962] [CE 3.727 (4.008)] [KD 2.415 (2.530)] +2024-10-19 02:20:37,680 - Train: 62.14% [777400/1251000] [621.4/1000.0] [batch_t 0.462 (0.429)] [data_t 0.015] [optim_t 0.447] [lr 0.000962] [CE 4.085 (3.976)] [KD 2.602 (2.534)] +2024-10-19 02:20:58,974 - Train: 62.15% [777450/1251000] [621.5/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.000962] [CE 3.809 (4.038)] [KD 2.507 (2.570)] +2024-10-19 02:21:20,101 - Train: 62.15% [777500/1251000] [621.5/1000.0] [batch_t 0.450 (0.422)] [data_t 0.016] [optim_t 0.435] [lr 0.000962] [CE 4.290 (4.048)] [KD 2.541 (2.561)] +2024-10-19 02:21:41,923 - Train: 62.15% [777550/1251000] [621.5/1000.0] [batch_t 0.492 (0.436)] [data_t 0.016] [optim_t 0.477] [lr 0.000962] [CE 4.006 (4.057)] [KD 2.487 (2.521)] +2024-10-19 02:22:03,367 - Train: 62.16% [777600/1251000] [621.6/1000.0] [batch_t 0.377 (0.429)] [data_t 0.016] [optim_t 0.361] [lr 0.000961] [CE 3.961 (4.072)] [KD 2.519 (2.563)] +2024-10-19 02:22:25,156 - Train: 62.16% [777650/1251000] [621.6/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.346] [lr 0.000961] [CE 3.559 (4.034)] [KD 2.252 (2.515)] +2024-10-19 02:22:46,576 - Train: 62.17% [777700/1251000] [621.7/1000.0] [batch_t 0.428 (0.428)] [data_t 0.015] [optim_t 0.412] [lr 0.000961] [CE 3.902 (4.048)] [KD 2.646 (2.543)] +2024-10-19 02:23:08,153 - Train: 62.17% [777750/1251000] [621.7/1000.0] [batch_t 0.382 (0.431)] [data_t 0.015] [optim_t 0.367] [lr 0.000961] [CE 4.108 (4.034)] [KD 2.422 (2.543)] +2024-10-19 02:23:29,609 - Train: 62.17% [777800/1251000] [621.7/1000.0] [batch_t 0.429 (0.429)] [data_t 0.015] [optim_t 0.414] [lr 0.000961] [CE 4.388 (4.019)] [KD 2.680 (2.520)] +2024-10-19 02:23:50,984 - Train: 62.18% [777850/1251000] [621.8/1000.0] [batch_t 0.474 (0.427)] [data_t 0.015] [optim_t 0.458] [lr 0.000961] [CE 3.981 (4.054)] [KD 2.462 (2.551)] +2024-10-19 02:24:12,311 - Train: 62.18% [777900/1251000] [621.8/1000.0] [batch_t 0.455 (0.426)] [data_t 0.016] [optim_t 0.440] [lr 0.000960] [CE 4.234 (4.041)] [KD 2.610 (2.530)] +2024-10-19 02:24:33,793 - Train: 62.19% [777950/1251000] [621.9/1000.0] [batch_t 0.357 (0.430)] [data_t 0.016] [optim_t 0.341] [lr 0.000960] [CE 4.189 (4.068)] [KD 2.748 (2.559)] +2024-10-19 02:24:55,467 - Train: 62.19% [778000/1251000] [621.9/1000.0] [batch_t 0.468 (0.433)] [data_t 0.015] [optim_t 0.452] [lr 0.000960] [CE 3.789 (3.987)] [KD 2.643 (2.493)] +2024-10-19 02:25:17,194 - Train: 62.19% [778050/1251000] [621.9/1000.0] [batch_t 0.489 (0.434)] [data_t 0.015] [optim_t 0.473] [lr 0.000960] [CE 4.098 (3.996)] [KD 2.554 (2.534)] +2024-10-19 02:25:39,099 - Train: 62.20% [778100/1251000] [622.0/1000.0] [batch_t 0.359 (0.438)] [data_t 0.015] [optim_t 0.344] [lr 0.000960] [CE 4.003 (4.079)] [KD 2.364 (2.557)] +2024-10-19 02:26:08,712 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 39396] [top5_cnt 47323] [top_all 50000] +2024-10-19 02:26:08,713 - net: 78.792 (94.646) +2024-10-19 02:26:30,056 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40921] [top5_cnt 47954] [top_all 50000] +2024-10-19 02:26:30,057 - net_E: 81.842 (95.908) +2024-10-19 02:26:30,224 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 02:26:30,225 - ==> Total time: 4 days, 2:44:38 Eta: 2 days, 12:00:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 02:26:47,029 - Train: 62.20% [778150/1251000] [622.0/1000.0] [batch_t 0.361 (0.550)] [data_t 0.016] [optim_t 0.346] [lr 0.000960] [CE 4.137 (4.009)] [KD 2.493 (2.504)] +2024-10-19 02:27:09,192 - Train: 62.21% [778200/1251000] [622.1/1000.0] [batch_t 0.479 (0.443)] [data_t 0.015] [optim_t 0.464] [lr 0.000959] [CE 3.739 (4.029)] [KD 2.419 (2.515)] +2024-10-19 02:27:31,261 - Train: 62.21% [778250/1251000] [622.1/1000.0] [batch_t 0.394 (0.441)] [data_t 0.015] [optim_t 0.378] [lr 0.000959] [CE 3.687 (4.034)] [KD 2.412 (2.548)] +2024-10-19 02:27:53,063 - Train: 62.21% [778300/1251000] [622.1/1000.0] [batch_t 0.434 (0.436)] [data_t 0.015] [optim_t 0.419] [lr 0.000959] [CE 4.429 (4.091)] [KD 2.724 (2.540)] +2024-10-19 02:28:14,383 - Train: 62.22% [778350/1251000] [622.2/1000.0] [batch_t 0.364 (0.426)] [data_t 0.015] [optim_t 0.349] [lr 0.000959] [CE 4.007 (4.003)] [KD 2.602 (2.507)] +2024-10-19 02:28:35,325 - Train: 62.22% [778400/1251000] [622.2/1000.0] [batch_t 0.371 (0.419)] [data_t 0.015] [optim_t 0.356] [lr 0.000959] [CE 4.023 (4.086)] [KD 2.537 (2.549)] +2024-10-19 02:28:57,700 - Train: 62.23% [778450/1251000] [622.3/1000.0] [batch_t 0.432 (0.447)] [data_t 0.089] [optim_t 0.343] [lr 0.000959] [CE 4.208 (4.050)] [KD 2.692 (2.546)] +2024-10-19 02:29:18,975 - Train: 62.23% [778500/1251000] [622.3/1000.0] [batch_t 0.420 (0.425)] [data_t 0.081] [optim_t 0.339] [lr 0.000958] [CE 4.107 (4.022)] [KD 2.678 (2.523)] +2024-10-19 02:29:40,543 - Train: 62.23% [778550/1251000] [622.3/1000.0] [batch_t 0.388 (0.431)] [data_t 0.015] [optim_t 0.373] [lr 0.000958] [CE 4.314 (4.054)] [KD 2.826 (2.508)] +2024-10-19 02:30:02,345 - Train: 62.24% [778600/1251000] [622.4/1000.0] [batch_t 0.486 (0.436)] [data_t 0.015] [optim_t 0.471] [lr 0.000958] [CE 3.965 (4.041)] [KD 2.605 (2.525)] +2024-10-19 02:30:24,129 - Train: 62.24% [778650/1251000] [622.4/1000.0] [batch_t 0.395 (0.436)] [data_t 0.016] [optim_t 0.380] [lr 0.000958] [CE 3.966 (4.056)] [KD 2.430 (2.555)] +2024-10-19 02:30:45,571 - Train: 62.25% [778700/1251000] [622.5/1000.0] [batch_t 0.406 (0.429)] [data_t 0.015] [optim_t 0.390] [lr 0.000958] [CE 3.779 (4.055)] [KD 2.481 (2.554)] +2024-10-19 02:31:06,819 - Train: 62.25% [778750/1251000] [622.5/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.346] [lr 0.000958] [CE 3.605 (4.011)] [KD 2.387 (2.499)] +2024-10-19 02:31:28,048 - Train: 62.25% [778800/1251000] [622.5/1000.0] [batch_t 0.447 (0.424)] [data_t 0.015] [optim_t 0.432] [lr 0.000957] [CE 3.879 (4.052)] [KD 2.479 (2.557)] +2024-10-19 02:31:49,886 - Train: 62.26% [778850/1251000] [622.6/1000.0] [batch_t 0.431 (0.437)] [data_t 0.016] [optim_t 0.415] [lr 0.000957] [CE 4.166 (4.043)] [KD 2.686 (2.543)] +2024-10-19 02:32:11,368 - Train: 62.26% [778900/1251000] [622.6/1000.0] [batch_t 0.493 (0.430)] [data_t 0.015] [optim_t 0.478] [lr 0.000957] [CE 4.483 (4.079)] [KD 2.723 (2.547)] +2024-10-19 02:32:32,616 - Train: 62.27% [778950/1251000] [622.7/1000.0] [batch_t 0.453 (0.425)] [data_t 0.015] [optim_t 0.438] [lr 0.000957] [CE 3.883 (3.955)] [KD 2.352 (2.492)] +2024-10-19 02:32:53,494 - Train: 62.27% [779000/1251000] [622.7/1000.0] [batch_t 0.363 (0.417)] [data_t 0.015] [optim_t 0.347] [lr 0.000957] [CE 3.502 (4.031)] [KD 2.433 (2.498)] +2024-10-19 02:33:14,409 - Train: 62.27% [779050/1251000] [622.7/1000.0] [batch_t 0.358 (0.418)] [data_t 0.015] [optim_t 0.343] [lr 0.000956] [CE 3.788 (3.989)] [KD 2.360 (2.502)] +2024-10-19 02:33:35,844 - Train: 62.28% [779100/1251000] [622.8/1000.0] [batch_t 0.458 (0.429)] [data_t 0.016] [optim_t 0.442] [lr 0.000956] [CE 3.910 (4.048)] [KD 2.570 (2.528)] +2024-10-19 02:33:57,207 - Train: 62.28% [779150/1251000] [622.8/1000.0] [batch_t 0.480 (0.427)] [data_t 0.015] [optim_t 0.464] [lr 0.000956] [CE 4.413 (4.077)] [KD 2.757 (2.553)] +2024-10-19 02:34:18,705 - Train: 62.29% [779200/1251000] [622.9/1000.0] [batch_t 0.455 (0.430)] [data_t 0.015] [optim_t 0.440] [lr 0.000956] [CE 4.069 (4.066)] [KD 2.625 (2.560)] +2024-10-19 02:34:39,909 - Train: 62.29% [779250/1251000] [622.9/1000.0] [batch_t 0.405 (0.424)] [data_t 0.015] [optim_t 0.390] [lr 0.000956] [CE 3.677 (3.992)] [KD 2.345 (2.534)] +2024-10-19 02:35:00,902 - Train: 62.29% [779300/1251000] [622.9/1000.0] [batch_t 0.494 (0.420)] [data_t 0.016] [optim_t 0.478] [lr 0.000956] [CE 4.089 (4.040)] [KD 2.688 (2.545)] +2024-10-19 02:35:22,862 - Train: 62.30% [779350/1251000] [623.0/1000.0] [batch_t 0.361 (0.439)] [data_t 0.015] [optim_t 0.346] [lr 0.000955] [CE 4.087 (4.043)] [KD 2.564 (2.537)] +2024-10-19 02:35:52,649 - Test (net): 100.00% [50/50] [batch_t 0.173 (0.413)] [top1_cnt 39481] [top5_cnt 47338] [top_all 50000] +2024-10-19 02:35:52,650 - net: 78.962 (94.676) +2024-10-19 02:36:14,486 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40954] [top5_cnt 47969] [top_all 50000] +2024-10-19 02:36:14,487 - net_E: 81.908 (95.938) +2024-10-19 02:36:14,648 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.920 (epoch: 611)] +2024-10-19 02:36:14,648 - ==> Total time: 4 days, 2:54:23 Eta: 2 days, 11:51:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 02:36:31,030 - Train: 62.30% [779400/1251000] [623.0/1000.0] [batch_t 0.358 (0.554)] [data_t 0.016] [optim_t 0.342] [lr 0.000955] [CE 3.822 (3.966)] [KD 2.546 (2.533)] +2024-10-19 02:36:51,742 - Train: 62.31% [779450/1251000] [623.1/1000.0] [batch_t 0.359 (0.414)] [data_t 0.016] [optim_t 0.344] [lr 0.000955] [CE 4.497 (4.009)] [KD 2.622 (2.513)] +2024-10-19 02:37:13,260 - Train: 62.31% [779500/1251000] [623.1/1000.0] [batch_t 0.487 (0.430)] [data_t 0.015] [optim_t 0.472] [lr 0.000955] [CE 4.349 (4.097)] [KD 2.856 (2.580)] +2024-10-19 02:37:34,252 - Train: 62.31% [779550/1251000] [623.1/1000.0] [batch_t 0.392 (0.420)] [data_t 0.015] [optim_t 0.377] [lr 0.000955] [CE 4.341 (4.040)] [KD 2.622 (2.550)] +2024-10-19 02:37:54,970 - Train: 62.32% [779600/1251000] [623.2/1000.0] [batch_t 0.407 (0.414)] [data_t 0.016] [optim_t 0.391] [lr 0.000955] [CE 3.534 (4.101)] [KD 2.326 (2.557)] +2024-10-19 02:38:15,686 - Train: 62.32% [779650/1251000] [623.2/1000.0] [batch_t 0.402 (0.414)] [data_t 0.015] [optim_t 0.387] [lr 0.000954] [CE 3.652 (3.984)] [KD 2.233 (2.497)] +2024-10-19 02:38:36,323 - Train: 62.33% [779700/1251000] [623.3/1000.0] [batch_t 0.426 (0.413)] [data_t 0.016] [optim_t 0.410] [lr 0.000954] [CE 3.835 (3.997)] [KD 2.521 (2.534)] +2024-10-19 02:38:57,394 - Train: 62.33% [779750/1251000] [623.3/1000.0] [batch_t 0.409 (0.421)] [data_t 0.015] [optim_t 0.393] [lr 0.000954] [CE 4.137 (4.012)] [KD 2.701 (2.541)] +2024-10-19 02:39:18,208 - Train: 62.33% [779800/1251000] [623.3/1000.0] [batch_t 0.374 (0.416)] [data_t 0.015] [optim_t 0.359] [lr 0.000954] [CE 3.653 (4.077)] [KD 2.299 (2.541)] +2024-10-19 02:39:39,028 - Train: 62.34% [779850/1251000] [623.4/1000.0] [batch_t 0.452 (0.416)] [data_t 0.015] [optim_t 0.437] [lr 0.000954] [CE 4.034 (4.057)] [KD 2.513 (2.541)] +2024-10-19 02:39:59,859 - Train: 62.34% [779900/1251000] [623.4/1000.0] [batch_t 0.419 (0.417)] [data_t 0.016] [optim_t 0.403] [lr 0.000954] [CE 4.265 (4.021)] [KD 2.579 (2.501)] +2024-10-19 02:40:20,765 - Train: 62.35% [779950/1251000] [623.5/1000.0] [batch_t 0.373 (0.418)] [data_t 0.015] [optim_t 0.357] [lr 0.000953] [CE 3.424 (4.028)] [KD 2.173 (2.514)] +2024-10-19 02:40:41,814 - Train: 62.35% [780000/1251000] [623.5/1000.0] [batch_t 0.415 (0.421)] [data_t 0.015] [optim_t 0.400] [lr 0.000953] [CE 4.218 (3.972)] [KD 2.600 (2.501)] +2024-10-19 02:41:02,911 - Train: 62.35% [780050/1251000] [623.5/1000.0] [batch_t 0.425 (0.422)] [data_t 0.015] [optim_t 0.410] [lr 0.000953] [CE 4.126 (3.982)] [KD 2.834 (2.512)] +2024-10-19 02:41:23,591 - Train: 62.36% [780100/1251000] [623.6/1000.0] [batch_t 0.410 (0.414)] [data_t 0.015] [optim_t 0.395] [lr 0.000953] [CE 4.039 (4.002)] [KD 2.768 (2.539)] +2024-10-19 02:41:44,890 - Train: 62.36% [780150/1251000] [623.6/1000.0] [batch_t 0.413 (0.426)] [data_t 0.015] [optim_t 0.398] [lr 0.000953] [CE 4.284 (4.062)] [KD 2.481 (2.541)] +2024-10-19 02:42:05,918 - Train: 62.37% [780200/1251000] [623.7/1000.0] [batch_t 0.363 (0.420)] [data_t 0.015] [optim_t 0.348] [lr 0.000952] [CE 3.957 (3.988)] [KD 2.422 (2.528)] +2024-10-19 02:42:27,112 - Train: 62.37% [780250/1251000] [623.7/1000.0] [batch_t 0.451 (0.424)] [data_t 0.015] [optim_t 0.436] [lr 0.000952] [CE 4.065 (4.054)] [KD 2.605 (2.506)] +2024-10-19 02:42:48,582 - Train: 62.37% [780300/1251000] [623.7/1000.0] [batch_t 0.458 (0.429)] [data_t 0.015] [optim_t 0.442] [lr 0.000952] [CE 4.006 (4.050)] [KD 2.544 (2.531)] +2024-10-19 02:43:09,979 - Train: 62.38% [780350/1251000] [623.8/1000.0] [batch_t 0.392 (0.428)] [data_t 0.016] [optim_t 0.376] [lr 0.000952] [CE 4.270 (3.954)] [KD 2.736 (2.519)] +2024-10-19 02:43:31,065 - Train: 62.38% [780400/1251000] [623.8/1000.0] [batch_t 0.396 (0.422)] [data_t 0.015] [optim_t 0.380] [lr 0.000952] [CE 3.461 (3.987)] [KD 2.443 (2.509)] +2024-10-19 02:43:52,120 - Train: 62.39% [780450/1251000] [623.9/1000.0] [batch_t 0.419 (0.421)] [data_t 0.015] [optim_t 0.404] [lr 0.000952] [CE 3.922 (3.983)] [KD 2.430 (2.497)] +2024-10-19 02:44:13,639 - Train: 62.39% [780500/1251000] [623.9/1000.0] [batch_t 0.464 (0.430)] [data_t 0.015] [optim_t 0.449] [lr 0.000951] [CE 4.359 (4.065)] [KD 2.661 (2.534)] +2024-10-19 02:44:35,300 - Train: 62.39% [780550/1251000] [623.9/1000.0] [batch_t 0.496 (0.433)] [data_t 0.016] [optim_t 0.480] [lr 0.000951] [CE 4.421 (4.102)] [KD 2.516 (2.541)] +2024-10-19 02:44:56,281 - Train: 62.40% [780600/1251000] [624.0/1000.0] [batch_t 0.476 (0.420)] [data_t 0.015] [optim_t 0.461] [lr 0.000951] [CE 3.917 (4.030)] [KD 2.679 (2.530)] +2024-10-19 02:45:27,206 - Test (net): 100.00% [50/50] [batch_t 0.187 (0.426)] [top1_cnt 39355] [top5_cnt 47306] [top_all 50000] +2024-10-19 02:45:27,207 - net: 78.710 (94.612) +2024-10-19 02:45:48,947 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.428)] [top1_cnt 40969] [top5_cnt 47960] [top_all 50000] +2024-10-19 02:45:48,948 - net_E: 81.938 (95.920) +2024-10-19 02:45:49,130 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.938 (epoch: 624)] +2024-10-19 02:45:49,130 - ==> Total time: 4 days, 3:03:57 Eta: 2 days, 11:41:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 02:46:07,487 - Train: 62.40% [780650/1251000] [624.0/1000.0] [batch_t 0.361 (0.488)] [data_t 0.015] [optim_t 0.345] [lr 0.000951] [CE 3.492 (3.968)] [KD 2.207 (2.486)] +2024-10-19 02:46:28,136 - Train: 62.41% [780700/1251000] [624.1/1000.0] [batch_t 0.630 (0.413)] [data_t 0.016] [optim_t 0.614] [lr 0.000951] [CE 3.918 (3.991)] [KD 2.361 (2.505)] +2024-10-19 02:46:49,037 - Train: 62.41% [780750/1251000] [624.1/1000.0] [batch_t 0.379 (0.418)] [data_t 0.015] [optim_t 0.364] [lr 0.000951] [CE 3.856 (4.039)] [KD 2.509 (2.525)] +2024-10-19 02:47:10,347 - Train: 62.41% [780800/1251000] [624.1/1000.0] [batch_t 0.410 (0.426)] [data_t 0.015] [optim_t 0.394] [lr 0.000950] [CE 4.452 (4.039)] [KD 2.761 (2.539)] +2024-10-19 02:47:31,967 - Train: 62.42% [780850/1251000] [624.2/1000.0] [batch_t 0.471 (0.432)] [data_t 0.015] [optim_t 0.455] [lr 0.000950] [CE 4.194 (4.081)] [KD 2.623 (2.543)] +2024-10-19 02:47:54,123 - Train: 62.42% [780900/1251000] [624.2/1000.0] [batch_t 0.798 (0.443)] [data_t 0.015] [optim_t 0.782] [lr 0.000950] [CE 4.195 (4.017)] [KD 2.665 (2.493)] +2024-10-19 02:48:15,575 - Train: 62.43% [780950/1251000] [624.3/1000.0] [batch_t 0.491 (0.429)] [data_t 0.015] [optim_t 0.476] [lr 0.000950] [CE 3.663 (4.048)] [KD 2.224 (2.515)] +2024-10-19 02:48:37,670 - Train: 62.43% [781000/1251000] [624.3/1000.0] [batch_t 0.531 (0.442)] [data_t 0.015] [optim_t 0.515] [lr 0.000950] [CE 4.109 (4.055)] [KD 2.449 (2.540)] +2024-10-19 02:48:59,426 - Train: 62.43% [781050/1251000] [624.3/1000.0] [batch_t 0.368 (0.435)] [data_t 0.016] [optim_t 0.352] [lr 0.000950] [CE 3.796 (4.043)] [KD 2.374 (2.532)] +2024-10-19 02:49:21,674 - Train: 62.44% [781100/1251000] [624.4/1000.0] [batch_t 0.357 (0.445)] [data_t 0.016] [optim_t 0.342] [lr 0.000949] [CE 3.793 (4.001)] [KD 2.548 (2.542)] +2024-10-19 02:49:43,775 - Train: 62.44% [781150/1251000] [624.4/1000.0] [batch_t 0.462 (0.442)] [data_t 0.015] [optim_t 0.447] [lr 0.000949] [CE 4.053 (4.013)] [KD 2.375 (2.534)] +2024-10-19 02:50:05,534 - Train: 62.45% [781200/1251000] [624.5/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.348] [lr 0.000949] [CE 4.774 (3.975)] [KD 2.868 (2.491)] +2024-10-19 02:50:27,512 - Train: 62.45% [781250/1251000] [624.5/1000.0] [batch_t 0.365 (0.439)] [data_t 0.016] [optim_t 0.349] [lr 0.000949] [CE 4.103 (3.964)] [KD 2.553 (2.473)] +2024-10-19 02:50:49,279 - Train: 62.45% [781300/1251000] [624.5/1000.0] [batch_t 0.361 (0.435)] [data_t 0.015] [optim_t 0.346] [lr 0.000949] [CE 4.188 (4.048)] [KD 2.513 (2.561)] +2024-10-19 02:51:11,453 - Train: 62.46% [781350/1251000] [624.6/1000.0] [batch_t 0.362 (0.443)] [data_t 0.015] [optim_t 0.347] [lr 0.000949] [CE 4.182 (4.016)] [KD 2.566 (2.533)] +2024-10-19 02:51:33,114 - Train: 62.46% [781400/1251000] [624.6/1000.0] [batch_t 0.500 (0.433)] [data_t 0.016] [optim_t 0.485] [lr 0.000948] [CE 4.367 (3.982)] [KD 2.907 (2.501)] +2024-10-19 02:51:54,828 - Train: 62.47% [781450/1251000] [624.7/1000.0] [batch_t 0.381 (0.434)] [data_t 0.015] [optim_t 0.366] [lr 0.000948] [CE 4.372 (3.971)] [KD 2.786 (2.483)] +2024-10-19 02:52:16,805 - Train: 62.47% [781500/1251000] [624.7/1000.0] [batch_t 0.515 (0.439)] [data_t 0.015] [optim_t 0.500] [lr 0.000948] [CE 3.680 (3.931)] [KD 2.383 (2.502)] +2024-10-19 02:52:39,113 - Train: 62.47% [781550/1251000] [624.7/1000.0] [batch_t 0.368 (0.446)] [data_t 0.015] [optim_t 0.353] [lr 0.000948] [CE 3.976 (3.994)] [KD 2.544 (2.540)] +2024-10-19 02:53:01,513 - Train: 62.48% [781600/1251000] [624.8/1000.0] [batch_t 0.539 (0.448)] [data_t 0.016] [optim_t 0.524] [lr 0.000948] [CE 3.816 (4.031)] [KD 2.283 (2.537)] +2024-10-19 02:53:22,801 - Train: 62.48% [781650/1251000] [624.8/1000.0] [batch_t 0.390 (0.426)] [data_t 0.015] [optim_t 0.375] [lr 0.000947] [CE 3.962 (4.113)] [KD 2.508 (2.604)] +2024-10-19 02:53:44,181 - Train: 62.49% [781700/1251000] [624.9/1000.0] [batch_t 0.454 (0.428)] [data_t 0.015] [optim_t 0.439] [lr 0.000947] [CE 4.373 (4.074)] [KD 2.875 (2.578)] +2024-10-19 02:54:05,958 - Train: 62.49% [781750/1251000] [624.9/1000.0] [batch_t 0.429 (0.435)] [data_t 0.015] [optim_t 0.414] [lr 0.000947] [CE 4.427 (4.040)] [KD 2.765 (2.558)] +2024-10-19 02:54:27,952 - Train: 62.49% [781800/1251000] [624.9/1000.0] [batch_t 0.407 (0.440)] [data_t 0.015] [optim_t 0.391] [lr 0.000947] [CE 4.736 (4.059)] [KD 2.648 (2.544)] +2024-10-19 02:54:49,741 - Train: 62.50% [781850/1251000] [625.0/1000.0] [batch_t 0.374 (0.436)] [data_t 0.015] [optim_t 0.359] [lr 0.000947] [CE 3.824 (4.035)] [KD 2.366 (2.553)] +2024-10-19 02:55:21,786 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 39579] [top5_cnt 47449] [top_all 50000] +2024-10-19 02:55:21,787 - net: 79.158 (94.898) +2024-10-19 02:55:43,604 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40929] [top5_cnt 47961] [top_all 50000] +2024-10-19 02:55:43,605 - net_E: 81.858 (95.922) +2024-10-19 02:55:43,735 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.938 (epoch: 624)] +2024-10-19 02:55:43,735 - ==> Total time: 4 days, 3:13:52 Eta: 2 days, 11:32:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 02:55:59,649 - Train: 62.50% [781900/1251000] [625.0/1000.0] [batch_t 0.363 (0.581)] [data_t 0.015] [optim_t 0.348] [lr 0.000947] [CE 4.166 (4.062)] [KD 2.595 (2.506)] +2024-10-19 02:56:20,193 - Train: 62.51% [781950/1251000] [625.1/1000.0] [batch_t 0.485 (0.411)] [data_t 0.015] [optim_t 0.469] [lr 0.000946] [CE 4.386 (4.051)] [KD 2.673 (2.538)] +2024-10-19 02:56:41,603 - Train: 62.51% [782000/1251000] [625.1/1000.0] [batch_t 0.397 (0.428)] [data_t 0.015] [optim_t 0.382] [lr 0.000946] [CE 4.071 (4.077)] [KD 2.429 (2.536)] +2024-10-19 02:57:03,319 - Train: 62.51% [782050/1251000] [625.1/1000.0] [batch_t 0.450 (0.434)] [data_t 0.015] [optim_t 0.435] [lr 0.000946] [CE 3.749 (4.029)] [KD 2.281 (2.489)] +2024-10-19 02:57:25,325 - Train: 62.52% [782100/1251000] [625.2/1000.0] [batch_t 0.406 (0.440)] [data_t 0.015] [optim_t 0.390] [lr 0.000946] [CE 4.155 (4.016)] [KD 2.606 (2.502)] +2024-10-19 02:57:47,095 - Train: 62.52% [782150/1251000] [625.2/1000.0] [batch_t 0.425 (0.435)] [data_t 0.016] [optim_t 0.409] [lr 0.000946] [CE 4.054 (3.977)] [KD 2.498 (2.490)] +2024-10-19 02:58:08,236 - Train: 62.53% [782200/1251000] [625.3/1000.0] [batch_t 0.427 (0.423)] [data_t 0.015] [optim_t 0.412] [lr 0.000946] [CE 4.419 (4.049)] [KD 2.719 (2.555)] +2024-10-19 02:58:29,536 - Train: 62.53% [782250/1251000] [625.3/1000.0] [batch_t 0.370 (0.426)] [data_t 0.015] [optim_t 0.355] [lr 0.000945] [CE 4.307 (4.047)] [KD 2.658 (2.553)] +2024-10-19 02:58:50,595 - Train: 62.53% [782300/1251000] [625.3/1000.0] [batch_t 0.416 (0.421)] [data_t 0.015] [optim_t 0.400] [lr 0.000945] [CE 3.814 (4.092)] [KD 2.435 (2.560)] +2024-10-19 02:59:11,962 - Train: 62.54% [782350/1251000] [625.4/1000.0] [batch_t 0.511 (0.427)] [data_t 0.015] [optim_t 0.496] [lr 0.000945] [CE 3.815 (4.100)] [KD 2.327 (2.547)] +2024-10-19 02:59:33,403 - Train: 62.54% [782400/1251000] [625.4/1000.0] [batch_t 0.436 (0.429)] [data_t 0.015] [optim_t 0.421] [lr 0.000945] [CE 4.026 (4.027)] [KD 2.550 (2.519)] +2024-10-19 02:59:54,830 - Train: 62.55% [782450/1251000] [625.5/1000.0] [batch_t 0.414 (0.428)] [data_t 0.015] [optim_t 0.399] [lr 0.000945] [CE 4.275 (3.981)] [KD 2.731 (2.503)] +2024-10-19 03:00:16,391 - Train: 62.55% [782500/1251000] [625.5/1000.0] [batch_t 0.481 (0.431)] [data_t 0.015] [optim_t 0.466] [lr 0.000945] [CE 3.629 (3.965)] [KD 2.311 (2.512)] +2024-10-19 03:00:37,879 - Train: 62.55% [782550/1251000] [625.5/1000.0] [batch_t 0.364 (0.430)] [data_t 0.015] [optim_t 0.348] [lr 0.000944] [CE 4.404 (4.046)] [KD 2.816 (2.532)] +2024-10-19 03:00:58,806 - Train: 62.56% [782600/1251000] [625.6/1000.0] [batch_t 0.434 (0.418)] [data_t 0.015] [optim_t 0.419] [lr 0.000944] [CE 4.269 (4.087)] [KD 2.682 (2.580)] +2024-10-19 03:01:20,188 - Train: 62.56% [782650/1251000] [625.6/1000.0] [batch_t 0.367 (0.428)] [data_t 0.015] [optim_t 0.352] [lr 0.000944] [CE 4.116 (4.091)] [KD 2.511 (2.554)] +2024-10-19 03:01:41,754 - Train: 62.57% [782700/1251000] [625.7/1000.0] [batch_t 0.429 (0.431)] [data_t 0.015] [optim_t 0.413] [lr 0.000944] [CE 4.125 (4.056)] [KD 2.522 (2.534)] +2024-10-19 03:02:03,454 - Train: 62.57% [782750/1251000] [625.7/1000.0] [batch_t 0.386 (0.434)] [data_t 0.015] [optim_t 0.371] [lr 0.000944] [CE 4.182 (3.969)] [KD 2.480 (2.476)] +2024-10-19 03:02:25,792 - Train: 62.57% [782800/1251000] [625.7/1000.0] [batch_t 0.467 (0.447)] [data_t 0.015] [optim_t 0.452] [lr 0.000944] [CE 4.058 (3.953)] [KD 2.641 (2.488)] +2024-10-19 03:02:47,805 - Train: 62.58% [782850/1251000] [625.8/1000.0] [batch_t 0.472 (0.440)] [data_t 0.015] [optim_t 0.457] [lr 0.000943] [CE 4.012 (3.997)] [KD 2.614 (2.529)] +2024-10-19 03:03:09,585 - Train: 62.58% [782900/1251000] [625.8/1000.0] [batch_t 0.389 (0.435)] [data_t 0.016] [optim_t 0.373] [lr 0.000943] [CE 4.368 (3.974)] [KD 2.583 (2.531)] +2024-10-19 03:03:30,899 - Train: 62.59% [782950/1251000] [625.9/1000.0] [batch_t 0.514 (0.426)] [data_t 0.015] [optim_t 0.499] [lr 0.000943] [CE 4.234 (4.081)] [KD 2.621 (2.572)] +2024-10-19 03:03:52,384 - Train: 62.59% [783000/1251000] [625.9/1000.0] [batch_t 0.415 (0.430)] [data_t 0.073] [optim_t 0.342] [lr 0.000943] [CE 3.755 (3.935)] [KD 2.573 (2.472)] +2024-10-19 03:04:12,918 - Train: 62.59% [783050/1251000] [625.9/1000.0] [batch_t 0.413 (0.411)] [data_t 0.072] [optim_t 0.342] [lr 0.000943] [CE 3.518 (4.015)] [KD 2.447 (2.548)] +2024-10-19 03:04:34,765 - Train: 62.60% [783100/1251000] [626.0/1000.0] [batch_t 0.394 (0.437)] [data_t 0.015] [optim_t 0.379] [lr 0.000943] [CE 4.401 (4.080)] [KD 2.782 (2.610)] +2024-10-19 03:05:07,506 - Test (net): 100.00% [50/50] [batch_t 0.158 (0.444)] [top1_cnt 39491] [top5_cnt 47277] [top_all 50000] +2024-10-19 03:05:07,507 - net: 78.982 (94.554) +2024-10-19 03:05:28,941 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40913] [top5_cnt 47961] [top_all 50000] +2024-10-19 03:05:28,942 - net_E: 81.826 (95.922) +2024-10-19 03:05:29,135 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.938 (epoch: 624)] +2024-10-19 03:05:29,135 - ==> Total time: 4 days, 3:23:37 Eta: 2 days, 11:22:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 03:05:44,293 - Train: 62.60% [783150/1251000] [626.0/1000.0] [batch_t 0.364 (0.573)] [data_t 0.016] [optim_t 0.348] [lr 0.000942] [CE 4.247 (4.043)] [KD 2.682 (2.544)] +2024-10-19 03:06:04,214 - Train: 62.61% [783200/1251000] [626.1/1000.0] [batch_t 0.363 (0.398)] [data_t 0.015] [optim_t 0.347] [lr 0.000942] [CE 4.030 (3.948)] [KD 2.620 (2.490)] +2024-10-19 03:06:25,523 - Train: 62.61% [783250/1251000] [626.1/1000.0] [batch_t 0.435 (0.426)] [data_t 0.090] [optim_t 0.344] [lr 0.000942] [CE 4.500 (4.036)] [KD 2.759 (2.509)] +2024-10-19 03:06:46,707 - Train: 62.61% [783300/1251000] [626.1/1000.0] [batch_t 0.422 (0.424)] [data_t 0.074] [optim_t 0.348] [lr 0.000942] [CE 3.537 (4.010)] [KD 2.201 (2.491)] +2024-10-19 03:07:07,780 - Train: 62.62% [783350/1251000] [626.2/1000.0] [batch_t 0.436 (0.421)] [data_t 0.089] [optim_t 0.347] [lr 0.000942] [CE 4.085 (3.990)] [KD 2.639 (2.544)] +2024-10-19 03:07:29,543 - Train: 62.62% [783400/1251000] [626.2/1000.0] [batch_t 0.511 (0.435)] [data_t 0.047] [optim_t 0.464] [lr 0.000941] [CE 4.232 (3.967)] [KD 2.580 (2.457)] +2024-10-19 03:07:50,524 - Train: 62.63% [783450/1251000] [626.3/1000.0] [batch_t 0.447 (0.419)] [data_t 0.099] [optim_t 0.347] [lr 0.000941] [CE 3.956 (4.055)] [KD 2.420 (2.506)] +2024-10-19 03:08:11,663 - Train: 62.63% [783500/1251000] [626.3/1000.0] [batch_t 0.434 (0.423)] [data_t 0.089] [optim_t 0.345] [lr 0.000941] [CE 4.186 (4.025)] [KD 2.648 (2.537)] +2024-10-19 03:08:32,406 - Train: 62.63% [783550/1251000] [626.3/1000.0] [batch_t 0.404 (0.415)] [data_t 0.060] [optim_t 0.344] [lr 0.000941] [CE 3.876 (4.037)] [KD 2.485 (2.553)] +2024-10-19 03:08:53,608 - Train: 62.64% [783600/1251000] [626.4/1000.0] [batch_t 0.463 (0.424)] [data_t 0.118] [optim_t 0.345] [lr 0.000941] [CE 4.385 (4.064)] [KD 2.846 (2.552)] +2024-10-19 03:09:14,069 - Train: 62.64% [783650/1251000] [626.4/1000.0] [batch_t 0.377 (0.409)] [data_t 0.034] [optim_t 0.343] [lr 0.000941] [CE 4.636 (4.033)] [KD 2.823 (2.547)] +2024-10-19 03:09:34,649 - Train: 62.65% [783700/1251000] [626.5/1000.0] [batch_t 0.441 (0.411)] [data_t 0.096] [optim_t 0.345] [lr 0.000940] [CE 3.694 (4.083)] [KD 2.607 (2.565)] +2024-10-19 03:09:56,063 - Train: 62.65% [783750/1251000] [626.5/1000.0] [batch_t 0.368 (0.428)] [data_t 0.024] [optim_t 0.343] [lr 0.000940] [CE 4.115 (4.096)] [KD 2.714 (2.581)] +2024-10-19 03:10:16,811 - Train: 62.65% [783800/1251000] [626.5/1000.0] [batch_t 0.415 (0.415)] [data_t 0.072] [optim_t 0.343] [lr 0.000940] [CE 3.032 (3.985)] [KD 1.995 (2.490)] +2024-10-19 03:10:37,963 - Train: 62.66% [783850/1251000] [626.6/1000.0] [batch_t 0.381 (0.423)] [data_t 0.040] [optim_t 0.341] [lr 0.000940] [CE 4.187 (3.967)] [KD 2.551 (2.489)] +2024-10-19 03:10:59,300 - Train: 62.66% [783900/1251000] [626.6/1000.0] [batch_t 0.477 (0.427)] [data_t 0.066] [optim_t 0.411] [lr 0.000940] [CE 4.132 (3.985)] [KD 2.543 (2.500)] +2024-10-19 03:11:21,364 - Train: 62.67% [783950/1251000] [626.7/1000.0] [batch_t 0.436 (0.441)] [data_t 0.089] [optim_t 0.347] [lr 0.000940] [CE 4.126 (4.045)] [KD 2.615 (2.532)] +2024-10-19 03:11:41,763 - Train: 62.67% [784000/1251000] [626.7/1000.0] [batch_t 0.479 (0.408)] [data_t 0.138] [optim_t 0.342] [lr 0.000939] [CE 4.249 (4.058)] [KD 2.642 (2.546)] +2024-10-19 03:12:02,843 - Train: 62.67% [784050/1251000] [626.7/1000.0] [batch_t 0.463 (0.421)] [data_t 0.119] [optim_t 0.344] [lr 0.000939] [CE 3.920 (3.981)] [KD 2.315 (2.501)] +2024-10-19 03:12:23,987 - Train: 62.68% [784100/1251000] [626.8/1000.0] [batch_t 0.398 (0.423)] [data_t 0.054] [optim_t 0.345] [lr 0.000939] [CE 4.277 (3.993)] [KD 2.723 (2.501)] +2024-10-19 03:12:45,275 - Train: 62.68% [784150/1251000] [626.8/1000.0] [batch_t 0.445 (0.426)] [data_t 0.103] [optim_t 0.342] [lr 0.000939] [CE 3.666 (4.014)] [KD 2.379 (2.528)] +2024-10-19 03:13:06,511 - Train: 62.69% [784200/1251000] [626.9/1000.0] [batch_t 0.416 (0.425)] [data_t 0.068] [optim_t 0.348] [lr 0.000939] [CE 3.992 (3.993)] [KD 2.612 (2.500)] +2024-10-19 03:13:27,791 - Train: 62.69% [784250/1251000] [626.9/1000.0] [batch_t 0.456 (0.425)] [data_t 0.114] [optim_t 0.342] [lr 0.000939] [CE 4.382 (4.096)] [KD 2.914 (2.556)] +2024-10-19 03:13:48,951 - Train: 62.69% [784300/1251000] [626.9/1000.0] [batch_t 0.451 (0.423)] [data_t 0.108] [optim_t 0.343] [lr 0.000938] [CE 3.997 (4.112)] [KD 2.521 (2.565)] +2024-10-19 03:14:09,949 - Train: 62.70% [784350/1251000] [627.0/1000.0] [batch_t 0.397 (0.420)] [data_t 0.054] [optim_t 0.344] [lr 0.000938] [CE 4.296 (3.993)] [KD 2.575 (2.535)] +2024-10-19 03:14:42,210 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 39457] [top5_cnt 47294] [top_all 50000] +2024-10-19 03:14:42,211 - net: 78.914 (94.588) +2024-10-19 03:15:04,190 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40904] [top5_cnt 47964] [top_all 50000] +2024-10-19 03:15:04,190 - net_E: 81.808 (95.928) +2024-10-19 03:15:04,352 - Max [top1: 79.286 (epoch: 614)] [top1-ema: 81.938 (epoch: 624)] +2024-10-19 03:15:04,352 - ==> Total time: 4 days, 3:33:12 Eta: 2 days, 11:13:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 03:15:20,300 - Train: 62.70% [784400/1251000] [627.0/1000.0] [batch_t 0.358 (0.516)] [data_t 0.015] [optim_t 0.343] [lr 0.000938] [CE 3.402 (4.024)] [KD 2.156 (2.483)] +2024-10-19 03:15:40,448 - Train: 62.71% [784450/1251000] [627.1/1000.0] [batch_t 0.463 (0.403)] [data_t 0.016] [optim_t 0.447] [lr 0.000938] [CE 3.416 (3.956)] [KD 2.271 (2.488)] +2024-10-19 03:16:01,990 - Train: 62.71% [784500/1251000] [627.1/1000.0] [batch_t 0.428 (0.431)] [data_t 0.015] [optim_t 0.412] [lr 0.000938] [CE 4.116 (4.021)] [KD 2.450 (2.521)] +2024-10-19 03:16:23,478 - Train: 62.71% [784550/1251000] [627.1/1000.0] [batch_t 0.512 (0.430)] [data_t 0.015] [optim_t 0.497] [lr 0.000938] [CE 4.107 (4.031)] [KD 2.655 (2.483)] +2024-10-19 03:16:44,584 - Train: 62.72% [784600/1251000] [627.2/1000.0] [batch_t 0.458 (0.422)] [data_t 0.015] [optim_t 0.443] [lr 0.000937] [CE 4.087 (4.046)] [KD 2.521 (2.507)] +2024-10-19 03:17:06,202 - Train: 62.72% [784650/1251000] [627.2/1000.0] [batch_t 0.404 (0.432)] [data_t 0.016] [optim_t 0.389] [lr 0.000937] [CE 4.213 (4.010)] [KD 2.581 (2.476)] +2024-10-19 03:17:27,633 - Train: 62.73% [784700/1251000] [627.3/1000.0] [batch_t 0.447 (0.429)] [data_t 0.015] [optim_t 0.431] [lr 0.000937] [CE 3.772 (4.048)] [KD 2.330 (2.531)] +2024-10-19 03:17:49,268 - Train: 62.73% [784750/1251000] [627.3/1000.0] [batch_t 0.497 (0.433)] [data_t 0.015] [optim_t 0.482] [lr 0.000937] [CE 3.523 (4.044)] [KD 2.288 (2.532)] +2024-10-19 03:18:11,542 - Train: 62.73% [784800/1251000] [627.3/1000.0] [batch_t 0.446 (0.445)] [data_t 0.015] [optim_t 0.430] [lr 0.000937] [CE 4.243 (4.027)] [KD 2.626 (2.533)] +2024-10-19 03:18:32,455 - Train: 62.74% [784850/1251000] [627.4/1000.0] [batch_t 0.408 (0.418)] [data_t 0.015] [optim_t 0.392] [lr 0.000936] [CE 3.590 (4.016)] [KD 2.252 (2.524)] +2024-10-19 03:18:53,513 - Train: 62.74% [784900/1251000] [627.4/1000.0] [batch_t 0.460 (0.421)] [data_t 0.015] [optim_t 0.444] [lr 0.000936] [CE 4.023 (4.014)] [KD 2.417 (2.519)] +2024-10-19 03:19:15,009 - Train: 62.75% [784950/1251000] [627.5/1000.0] [batch_t 0.482 (0.430)] [data_t 0.016] [optim_t 0.466] [lr 0.000936] [CE 4.330 (4.031)] [KD 2.704 (2.541)] +2024-10-19 03:19:36,263 - Train: 62.75% [785000/1251000] [627.5/1000.0] [batch_t 0.382 (0.425)] [data_t 0.015] [optim_t 0.367] [lr 0.000936] [CE 4.253 (4.006)] [KD 2.644 (2.524)] +2024-10-19 03:19:57,885 - Train: 62.75% [785050/1251000] [627.5/1000.0] [batch_t 0.397 (0.432)] [data_t 0.016] [optim_t 0.382] [lr 0.000936] [CE 4.217 (4.066)] [KD 2.564 (2.549)] +2024-10-19 03:20:19,220 - Train: 62.76% [785100/1251000] [627.6/1000.0] [batch_t 0.463 (0.427)] [data_t 0.015] [optim_t 0.448] [lr 0.000936] [CE 4.351 (4.035)] [KD 2.604 (2.528)] +2024-10-19 03:20:40,674 - Train: 62.76% [785150/1251000] [627.6/1000.0] [batch_t 0.439 (0.429)] [data_t 0.015] [optim_t 0.423] [lr 0.000935] [CE 4.232 (4.066)] [KD 2.643 (2.563)] +2024-10-19 03:21:02,094 - Train: 62.77% [785200/1251000] [627.7/1000.0] [batch_t 0.445 (0.428)] [data_t 0.015] [optim_t 0.430] [lr 0.000935] [CE 4.235 (3.963)] [KD 2.656 (2.497)] +2024-10-19 03:21:23,503 - Train: 62.77% [785250/1251000] [627.7/1000.0] [batch_t 0.453 (0.428)] [data_t 0.015] [optim_t 0.437] [lr 0.000935] [CE 3.583 (3.971)] [KD 2.184 (2.495)] +2024-10-19 03:21:44,969 - Train: 62.77% [785300/1251000] [627.7/1000.0] [batch_t 0.432 (0.429)] [data_t 0.015] [optim_t 0.417] [lr 0.000935] [CE 3.528 (4.001)] [KD 2.351 (2.517)] +2024-10-19 03:22:06,387 - Train: 62.78% [785350/1251000] [627.8/1000.0] [batch_t 0.374 (0.428)] [data_t 0.016] [optim_t 0.358] [lr 0.000935] [CE 4.308 (4.054)] [KD 2.606 (2.521)] +2024-10-19 03:22:27,728 - Train: 62.78% [785400/1251000] [627.8/1000.0] [batch_t 0.440 (0.427)] [data_t 0.015] [optim_t 0.425] [lr 0.000935] [CE 3.879 (3.974)] [KD 2.430 (2.478)] +2024-10-19 03:22:48,819 - Train: 62.79% [785450/1251000] [627.9/1000.0] [batch_t 0.413 (0.422)] [data_t 0.015] [optim_t 0.397] [lr 0.000934] [CE 4.205 (4.069)] [KD 2.664 (2.516)] +2024-10-19 03:23:10,085 - Train: 62.79% [785500/1251000] [627.9/1000.0] [batch_t 0.411 (0.425)] [data_t 0.015] [optim_t 0.396] [lr 0.000934] [CE 3.780 (3.964)] [KD 2.370 (2.497)] +2024-10-19 03:23:31,547 - Train: 62.79% [785550/1251000] [627.9/1000.0] [batch_t 0.375 (0.429)] [data_t 0.016] [optim_t 0.360] [lr 0.000934] [CE 3.642 (4.009)] [KD 2.149 (2.516)] +2024-10-19 03:23:53,121 - Train: 62.80% [785600/1251000] [628.0/1000.0] [batch_t 0.432 (0.431)] [data_t 0.015] [optim_t 0.417] [lr 0.000934] [CE 4.334 (4.098)] [KD 2.583 (2.559)] +2024-10-19 03:24:25,424 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.419)] [top1_cnt 39663] [top5_cnt 47419] [top_all 50000] +2024-10-19 03:24:25,425 - net: 79.326 (94.838) +2024-10-19 03:24:46,745 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40957] [top5_cnt 47957] [top_all 50000] +2024-10-19 03:24:46,745 - net_E: 81.914 (95.914) +2024-10-19 03:24:46,899 - Max [top1: 79.326 (epoch: 628)] [top1-ema: 81.938 (epoch: 624)] +2024-10-19 03:24:46,899 - ==> Total time: 4 days, 3:42:55 Eta: 2 days, 11:04:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 03:25:02,418 - Train: 62.80% [785650/1251000] [628.0/1000.0] [batch_t 0.367 (0.501)] [data_t 0.015] [optim_t 0.352] [lr 0.000934] [CE 3.596 (3.982)] [KD 2.345 (2.468)] +2024-10-19 03:25:22,866 - Train: 62.81% [785700/1251000] [628.1/1000.0] [batch_t 0.412 (0.409)] [data_t 0.015] [optim_t 0.397] [lr 0.000934] [CE 3.767 (3.976)] [KD 2.434 (2.467)] +2024-10-19 03:25:44,662 - Train: 62.81% [785750/1251000] [628.1/1000.0] [batch_t 0.419 (0.436)] [data_t 0.015] [optim_t 0.404] [lr 0.000933] [CE 3.783 (4.042)] [KD 2.297 (2.536)] +2024-10-19 03:26:07,361 - Train: 62.81% [785800/1251000] [628.1/1000.0] [batch_t 0.506 (0.454)] [data_t 0.015] [optim_t 0.490] [lr 0.000933] [CE 3.557 (3.994)] [KD 2.268 (2.487)] +2024-10-19 03:26:29,406 - Train: 62.82% [785850/1251000] [628.2/1000.0] [batch_t 0.398 (0.441)] [data_t 0.015] [optim_t 0.382] [lr 0.000933] [CE 4.027 (4.010)] [KD 2.510 (2.489)] +2024-10-19 03:26:51,277 - Train: 62.82% [785900/1251000] [628.2/1000.0] [batch_t 0.394 (0.437)] [data_t 0.016] [optim_t 0.378] [lr 0.000933] [CE 4.441 (4.050)] [KD 2.621 (2.504)] +2024-10-19 03:27:13,039 - Train: 62.83% [785950/1251000] [628.3/1000.0] [batch_t 0.435 (0.435)] [data_t 0.015] [optim_t 0.419] [lr 0.000933] [CE 3.835 (4.045)] [KD 2.430 (2.510)] +2024-10-19 03:27:34,465 - Train: 62.83% [786000/1251000] [628.3/1000.0] [batch_t 0.420 (0.428)] [data_t 0.015] [optim_t 0.405] [lr 0.000933] [CE 3.772 (4.030)] [KD 2.642 (2.505)] +2024-10-19 03:27:56,750 - Train: 62.83% [786050/1251000] [628.3/1000.0] [batch_t 0.437 (0.446)] [data_t 0.015] [optim_t 0.422] [lr 0.000932] [CE 3.878 (4.081)] [KD 2.345 (2.534)] +2024-10-19 03:28:18,356 - Train: 62.84% [786100/1251000] [628.4/1000.0] [batch_t 0.388 (0.432)] [data_t 0.016] [optim_t 0.372] [lr 0.000932] [CE 4.442 (4.022)] [KD 2.609 (2.497)] +2024-10-19 03:28:40,613 - Train: 62.84% [786150/1251000] [628.4/1000.0] [batch_t 0.449 (0.445)] [data_t 0.015] [optim_t 0.434] [lr 0.000932] [CE 3.736 (4.054)] [KD 2.427 (2.510)] +2024-10-19 03:29:02,696 - Train: 62.85% [786200/1251000] [628.5/1000.0] [batch_t 0.455 (0.442)] [data_t 0.015] [optim_t 0.440] [lr 0.000932] [CE 4.001 (4.004)] [KD 2.511 (2.474)] +2024-10-19 03:29:24,489 - Train: 62.85% [786250/1251000] [628.5/1000.0] [batch_t 0.414 (0.436)] [data_t 0.015] [optim_t 0.399] [lr 0.000932] [CE 3.679 (4.026)] [KD 2.348 (2.525)] +2024-10-19 03:29:46,052 - Train: 62.85% [786300/1251000] [628.5/1000.0] [batch_t 0.425 (0.431)] [data_t 0.015] [optim_t 0.410] [lr 0.000932] [CE 4.046 (3.976)] [KD 2.547 (2.485)] +2024-10-19 03:30:07,297 - Train: 62.86% [786350/1251000] [628.6/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.000931] [CE 3.920 (3.989)] [KD 2.438 (2.499)] +2024-10-19 03:30:28,326 - Train: 62.86% [786400/1251000] [628.6/1000.0] [batch_t 0.469 (0.420)] [data_t 0.015] [optim_t 0.454] [lr 0.000931] [CE 4.351 (4.017)] [KD 2.689 (2.522)] +2024-10-19 03:30:49,828 - Train: 62.87% [786450/1251000] [628.7/1000.0] [batch_t 0.385 (0.430)] [data_t 0.015] [optim_t 0.370] [lr 0.000931] [CE 4.069 (4.077)] [KD 2.470 (2.551)] +2024-10-19 03:31:11,980 - Train: 62.87% [786500/1251000] [628.7/1000.0] [batch_t 0.403 (0.443)] [data_t 0.016] [optim_t 0.387] [lr 0.000931] [CE 4.107 (3.979)] [KD 2.383 (2.486)] +2024-10-19 03:31:33,822 - Train: 62.87% [786550/1251000] [628.7/1000.0] [batch_t 0.413 (0.437)] [data_t 0.015] [optim_t 0.397] [lr 0.000931] [CE 4.026 (3.990)] [KD 2.570 (2.506)] +2024-10-19 03:31:55,113 - Train: 62.88% [786600/1251000] [628.8/1000.0] [batch_t 0.405 (0.426)] [data_t 0.015] [optim_t 0.389] [lr 0.000930] [CE 4.177 (4.009)] [KD 2.559 (2.521)] +2024-10-19 03:32:16,429 - Train: 62.88% [786650/1251000] [628.8/1000.0] [batch_t 0.368 (0.426)] [data_t 0.015] [optim_t 0.352] [lr 0.000930] [CE 3.730 (3.967)] [KD 2.349 (2.482)] +2024-10-19 03:32:38,128 - Train: 62.89% [786700/1251000] [628.9/1000.0] [batch_t 0.363 (0.434)] [data_t 0.015] [optim_t 0.348] [lr 0.000930] [CE 4.719 (4.003)] [KD 3.120 (2.507)] +2024-10-19 03:32:59,394 - Train: 62.89% [786750/1251000] [628.9/1000.0] [batch_t 0.450 (0.425)] [data_t 0.015] [optim_t 0.434] [lr 0.000930] [CE 4.202 (4.013)] [KD 2.649 (2.458)] +2024-10-19 03:33:20,342 - Train: 62.89% [786800/1251000] [628.9/1000.0] [batch_t 0.414 (0.419)] [data_t 0.015] [optim_t 0.399] [lr 0.000930] [CE 3.854 (4.079)] [KD 2.251 (2.536)] +2024-10-19 03:33:42,070 - Train: 62.90% [786850/1251000] [629.0/1000.0] [batch_t 0.489 (0.434)] [data_t 0.015] [optim_t 0.474] [lr 0.000930] [CE 4.442 (4.003)] [KD 2.677 (2.505)] +2024-10-19 03:34:15,025 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 39766] [top5_cnt 47430] [top_all 50000] +2024-10-19 03:34:15,026 - net: 79.532 (94.860) +2024-10-19 03:34:36,607 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40948] [top5_cnt 47957] [top_all 50000] +2024-10-19 03:34:36,608 - net_E: 81.896 (95.914) +2024-10-19 03:34:36,792 - Max [top1: 79.532 (epoch: 629)] [top1-ema: 81.938 (epoch: 624)] +2024-10-19 03:34:36,792 - ==> Total time: 4 days, 3:52:45 Eta: 2 days, 10:54:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 03:34:52,099 - Train: 62.90% [786900/1251000] [629.0/1000.0] [batch_t 0.362 (0.528)] [data_t 0.015] [optim_t 0.347] [lr 0.000929] [CE 4.273 (4.031)] [KD 2.522 (2.501)] +2024-10-19 03:35:13,306 - Train: 62.91% [786950/1251000] [629.1/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.000929] [CE 4.390 (4.043)] [KD 2.675 (2.492)] +2024-10-19 03:35:35,682 - Train: 62.91% [787000/1251000] [629.1/1000.0] [batch_t 0.474 (0.447)] [data_t 0.015] [optim_t 0.459] [lr 0.000929] [CE 3.824 (3.959)] [KD 2.270 (2.485)] +2024-10-19 03:35:57,793 - Train: 62.91% [787050/1251000] [629.1/1000.0] [batch_t 0.430 (0.442)] [data_t 0.015] [optim_t 0.415] [lr 0.000929] [CE 3.666 (3.924)] [KD 2.406 (2.483)] +2024-10-19 03:36:20,127 - Train: 62.92% [787100/1251000] [629.2/1000.0] [batch_t 0.435 (0.447)] [data_t 0.015] [optim_t 0.420] [lr 0.000929] [CE 3.866 (4.005)] [KD 2.326 (2.516)] +2024-10-19 03:36:42,840 - Train: 62.92% [787150/1251000] [629.2/1000.0] [batch_t 0.365 (0.454)] [data_t 0.015] [optim_t 0.350] [lr 0.000929] [CE 4.417 (3.951)] [KD 2.759 (2.453)] +2024-10-19 03:37:05,400 - Train: 62.93% [787200/1251000] [629.3/1000.0] [batch_t 0.435 (0.451)] [data_t 0.015] [optim_t 0.420] [lr 0.000928] [CE 4.070 (3.972)] [KD 2.547 (2.477)] +2024-10-19 03:37:27,486 - Train: 62.93% [787250/1251000] [629.3/1000.0] [batch_t 0.474 (0.442)] [data_t 0.015] [optim_t 0.458] [lr 0.000928] [CE 4.461 (4.001)] [KD 2.814 (2.486)] +2024-10-19 03:37:50,323 - Train: 62.93% [787300/1251000] [629.3/1000.0] [batch_t 0.361 (0.457)] [data_t 0.015] [optim_t 0.346] [lr 0.000928] [CE 3.680 (3.982)] [KD 2.261 (2.470)] +2024-10-19 03:38:12,716 - Train: 62.94% [787350/1251000] [629.4/1000.0] [batch_t 0.472 (0.448)] [data_t 0.016] [optim_t 0.456] [lr 0.000928] [CE 3.756 (4.034)] [KD 2.370 (2.486)] +2024-10-19 03:38:35,210 - Train: 62.94% [787400/1251000] [629.4/1000.0] [batch_t 0.360 (0.450)] [data_t 0.016] [optim_t 0.344] [lr 0.000928] [CE 4.565 (4.017)] [KD 2.815 (2.503)] +2024-10-19 03:38:57,963 - Train: 62.95% [787450/1251000] [629.5/1000.0] [batch_t 0.512 (0.455)] [data_t 0.015] [optim_t 0.497] [lr 0.000928] [CE 4.370 (3.936)] [KD 2.729 (2.453)] +2024-10-19 03:39:19,350 - Train: 62.95% [787500/1251000] [629.5/1000.0] [batch_t 0.430 (0.428)] [data_t 0.015] [optim_t 0.415] [lr 0.000927] [CE 4.075 (4.014)] [KD 2.480 (2.507)] +2024-10-19 03:39:40,458 - Train: 62.95% [787550/1251000] [629.5/1000.0] [batch_t 0.456 (0.422)] [data_t 0.015] [optim_t 0.441] [lr 0.000927] [CE 3.362 (4.030)] [KD 2.372 (2.520)] +2024-10-19 03:40:02,048 - Train: 62.96% [787600/1251000] [629.6/1000.0] [batch_t 0.501 (0.432)] [data_t 0.015] [optim_t 0.486] [lr 0.000927] [CE 4.159 (4.034)] [KD 2.548 (2.482)] +2024-10-19 03:40:24,453 - Train: 62.96% [787650/1251000] [629.6/1000.0] [batch_t 0.477 (0.448)] [data_t 0.015] [optim_t 0.462] [lr 0.000927] [CE 4.352 (4.028)] [KD 2.645 (2.492)] +2024-10-19 03:40:46,799 - Train: 62.97% [787700/1251000] [629.7/1000.0] [batch_t 0.480 (0.447)] [data_t 0.016] [optim_t 0.465] [lr 0.000927] [CE 4.034 (3.966)] [KD 2.424 (2.497)] +2024-10-19 03:41:08,907 - Train: 62.97% [787750/1251000] [629.7/1000.0] [batch_t 0.397 (0.442)] [data_t 0.016] [optim_t 0.381] [lr 0.000927] [CE 3.981 (4.071)] [KD 2.519 (2.540)] +2024-10-19 03:41:32,110 - Train: 62.97% [787800/1251000] [629.7/1000.0] [batch_t 0.401 (0.464)] [data_t 0.015] [optim_t 0.385] [lr 0.000926] [CE 4.264 (4.036)] [KD 2.401 (2.505)] +2024-10-19 03:41:54,440 - Train: 62.98% [787850/1251000] [629.8/1000.0] [batch_t 0.531 (0.446)] [data_t 0.015] [optim_t 0.515] [lr 0.000926] [CE 4.071 (4.005)] [KD 2.370 (2.471)] +2024-10-19 03:42:15,554 - Train: 62.98% [787900/1251000] [629.8/1000.0] [batch_t 0.374 (0.422)] [data_t 0.015] [optim_t 0.359] [lr 0.000926] [CE 4.036 (4.039)] [KD 2.708 (2.544)] +2024-10-19 03:42:37,170 - Train: 62.99% [787950/1251000] [629.9/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.348] [lr 0.000926] [CE 4.135 (4.074)] [KD 2.567 (2.540)] +2024-10-19 03:42:59,174 - Train: 62.99% [788000/1251000] [629.9/1000.0] [batch_t 0.457 (0.440)] [data_t 0.015] [optim_t 0.442] [lr 0.000926] [CE 3.849 (3.980)] [KD 2.437 (2.426)] +2024-10-19 03:43:20,854 - Train: 62.99% [788050/1251000] [629.9/1000.0] [batch_t 0.426 (0.433)] [data_t 0.015] [optim_t 0.411] [lr 0.000926] [CE 4.051 (4.047)] [KD 2.532 (2.541)] +2024-10-19 03:43:41,633 - Train: 63.00% [788100/1251000] [630.0/1000.0] [batch_t 0.361 (0.415)] [data_t 0.015] [optim_t 0.346] [lr 0.000925] [CE 4.096 (4.050)] [KD 2.414 (2.514)] +2024-10-19 03:44:14,942 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 39468] [top5_cnt 47310] [top_all 50000] +2024-10-19 03:44:14,942 - net: 78.936 (94.620) +2024-10-19 03:44:36,544 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40959] [top5_cnt 47948] [top_all 50000] +2024-10-19 03:44:36,544 - net_E: 81.918 (95.896) +2024-10-19 03:44:36,741 - Max [top1: 79.532 (epoch: 629)] [top1-ema: 81.938 (epoch: 624)] +2024-10-19 03:44:36,741 - ==> Total time: 4 days, 4:02:45 Eta: 2 days, 10:45:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 03:44:51,895 - Train: 63.00% [788150/1251000] [630.0/1000.0] [batch_t 0.363 (0.564)] [data_t 0.016] [optim_t 0.347] [lr 0.000925] [CE 4.671 (4.046)] [KD 2.783 (2.493)] +2024-10-19 03:45:11,891 - Train: 63.01% [788200/1251000] [630.1/1000.0] [batch_t 0.460 (0.400)] [data_t 0.015] [optim_t 0.445] [lr 0.000925] [CE 4.147 (4.010)] [KD 2.430 (2.459)] +2024-10-19 03:45:33,438 - Train: 63.01% [788250/1251000] [630.1/1000.0] [batch_t 0.486 (0.431)] [data_t 0.015] [optim_t 0.470] [lr 0.000925] [CE 4.062 (4.086)] [KD 2.546 (2.549)] +2024-10-19 03:45:54,774 - Train: 63.01% [788300/1251000] [630.1/1000.0] [batch_t 0.425 (0.427)] [data_t 0.015] [optim_t 0.409] [lr 0.000925] [CE 4.043 (4.014)] [KD 2.554 (2.507)] +2024-10-19 03:46:16,794 - Train: 63.02% [788350/1251000] [630.2/1000.0] [batch_t 0.461 (0.440)] [data_t 0.015] [optim_t 0.446] [lr 0.000924] [CE 4.124 (4.004)] [KD 2.593 (2.474)] +2024-10-19 03:46:37,848 - Train: 63.02% [788400/1251000] [630.2/1000.0] [batch_t 0.365 (0.421)] [data_t 0.016] [optim_t 0.349] [lr 0.000924] [CE 4.346 (3.996)] [KD 2.652 (2.484)] +2024-10-19 03:46:58,947 - Train: 63.03% [788450/1251000] [630.3/1000.0] [batch_t 0.410 (0.422)] [data_t 0.016] [optim_t 0.394] [lr 0.000924] [CE 4.142 (4.031)] [KD 2.508 (2.525)] +2024-10-19 03:47:19,974 - Train: 63.03% [788500/1251000] [630.3/1000.0] [batch_t 0.447 (0.420)] [data_t 0.015] [optim_t 0.432] [lr 0.000924] [CE 3.874 (3.986)] [KD 2.541 (2.498)] +2024-10-19 03:47:40,323 - Train: 63.03% [788550/1251000] [630.3/1000.0] [batch_t 0.362 (0.407)] [data_t 0.015] [optim_t 0.346] [lr 0.000924] [CE 3.435 (4.026)] [KD 2.210 (2.512)] +2024-10-19 03:48:01,184 - Train: 63.04% [788600/1251000] [630.4/1000.0] [batch_t 0.385 (0.417)] [data_t 0.015] [optim_t 0.370] [lr 0.000924] [CE 3.596 (3.980)] [KD 2.326 (2.472)] +2024-10-19 03:48:22,037 - Train: 63.04% [788650/1251000] [630.4/1000.0] [batch_t 0.425 (0.417)] [data_t 0.015] [optim_t 0.410] [lr 0.000923] [CE 4.156 (4.055)] [KD 2.682 (2.499)] +2024-10-19 03:48:44,095 - Train: 63.05% [788700/1251000] [630.5/1000.0] [batch_t 0.387 (0.441)] [data_t 0.015] [optim_t 0.372] [lr 0.000923] [CE 4.149 (4.006)] [KD 2.590 (2.452)] +2024-10-19 03:49:05,529 - Train: 63.05% [788750/1251000] [630.5/1000.0] [batch_t 0.406 (0.429)] [data_t 0.015] [optim_t 0.390] [lr 0.000923] [CE 3.881 (4.070)] [KD 2.486 (2.524)] +2024-10-19 03:49:26,870 - Train: 63.05% [788800/1251000] [630.5/1000.0] [batch_t 0.385 (0.427)] [data_t 0.016] [optim_t 0.370] [lr 0.000923] [CE 4.049 (4.023)] [KD 2.428 (2.515)] +2024-10-19 03:49:48,405 - Train: 63.06% [788850/1251000] [630.6/1000.0] [batch_t 0.358 (0.431)] [data_t 0.015] [optim_t 0.342] [lr 0.000923] [CE 3.853 (4.043)] [KD 2.299 (2.519)] +2024-10-19 03:50:09,961 - Train: 63.06% [788900/1251000] [630.6/1000.0] [batch_t 0.372 (0.431)] [data_t 0.015] [optim_t 0.356] [lr 0.000923] [CE 4.004 (3.921)] [KD 2.467 (2.459)] +2024-10-19 03:50:31,040 - Train: 63.07% [788950/1251000] [630.7/1000.0] [batch_t 0.385 (0.421)] [data_t 0.015] [optim_t 0.370] [lr 0.000922] [CE 3.754 (4.027)] [KD 2.408 (2.535)] +2024-10-19 03:50:51,723 - Train: 63.07% [789000/1251000] [630.7/1000.0] [batch_t 0.452 (0.414)] [data_t 0.015] [optim_t 0.437] [lr 0.000922] [CE 4.323 (4.059)] [KD 2.736 (2.514)] +2024-10-19 03:51:12,569 - Train: 63.07% [789050/1251000] [630.7/1000.0] [batch_t 0.387 (0.417)] [data_t 0.015] [optim_t 0.372] [lr 0.000922] [CE 3.736 (4.023)] [KD 2.299 (2.491)] +2024-10-19 03:51:34,230 - Train: 63.08% [789100/1251000] [630.8/1000.0] [batch_t 0.446 (0.433)] [data_t 0.015] [optim_t 0.431] [lr 0.000922] [CE 3.705 (4.004)] [KD 2.499 (2.481)] +2024-10-19 03:51:55,715 - Train: 63.08% [789150/1251000] [630.8/1000.0] [batch_t 0.433 (0.430)] [data_t 0.016] [optim_t 0.418] [lr 0.000922] [CE 4.263 (4.044)] [KD 2.664 (2.511)] +2024-10-19 03:52:17,334 - Train: 63.09% [789200/1251000] [630.9/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.000922] [CE 4.217 (3.958)] [KD 2.652 (2.511)] +2024-10-19 03:52:37,601 - Train: 63.09% [789250/1251000] [630.9/1000.0] [batch_t 0.378 (0.405)] [data_t 0.015] [optim_t 0.363] [lr 0.000921] [CE 3.988 (4.038)] [KD 2.389 (2.522)] +2024-10-19 03:52:58,498 - Train: 63.09% [789300/1251000] [630.9/1000.0] [batch_t 0.368 (0.418)] [data_t 0.015] [optim_t 0.353] [lr 0.000921] [CE 4.224 (4.082)] [KD 2.599 (2.549)] +2024-10-19 03:53:20,411 - Train: 63.10% [789350/1251000] [631.0/1000.0] [batch_t 0.412 (0.438)] [data_t 0.015] [optim_t 0.397] [lr 0.000921] [CE 4.060 (4.008)] [KD 2.693 (2.520)] +2024-10-19 03:53:53,831 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 39785] [top5_cnt 47519] [top_all 50000] +2024-10-19 03:53:53,832 - net: 79.570 (95.038) +2024-10-19 03:54:15,540 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40945] [top5_cnt 47959] [top_all 50000] +2024-10-19 03:54:15,540 - net_E: 81.890 (95.918) +2024-10-19 03:54:15,712 - Max [top1: 79.570 (epoch: 631)] [top1-ema: 81.938 (epoch: 624)] +2024-10-19 03:54:15,712 - ==> Total time: 4 days, 4:12:24 Eta: 2 days, 10:35:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 03:54:31,070 - Train: 63.10% [789400/1251000] [631.0/1000.0] [batch_t 0.363 (0.560)] [data_t 0.016] [optim_t 0.347] [lr 0.000921] [CE 4.065 (4.026)] [KD 2.255 (2.487)] +2024-10-19 03:54:50,609 - Train: 63.11% [789450/1251000] [631.1/1000.0] [batch_t 0.398 (0.391)] [data_t 0.015] [optim_t 0.383] [lr 0.000921] [CE 3.756 (4.044)] [KD 2.363 (2.513)] +2024-10-19 03:55:11,874 - Train: 63.11% [789500/1251000] [631.1/1000.0] [batch_t 0.398 (0.425)] [data_t 0.015] [optim_t 0.383] [lr 0.000921] [CE 4.276 (3.962)] [KD 2.438 (2.462)] +2024-10-19 03:55:34,088 - Train: 63.11% [789550/1251000] [631.1/1000.0] [batch_t 0.439 (0.444)] [data_t 0.015] [optim_t 0.424] [lr 0.000920] [CE 3.783 (4.024)] [KD 2.280 (2.502)] +2024-10-19 03:55:55,911 - Train: 63.12% [789600/1251000] [631.2/1000.0] [batch_t 0.424 (0.436)] [data_t 0.015] [optim_t 0.409] [lr 0.000920] [CE 3.707 (4.025)] [KD 2.352 (2.501)] +2024-10-19 03:56:17,213 - Train: 63.12% [789650/1251000] [631.2/1000.0] [batch_t 0.458 (0.426)] [data_t 0.016] [optim_t 0.443] [lr 0.000920] [CE 4.254 (3.978)] [KD 2.538 (2.489)] +2024-10-19 03:56:37,960 - Train: 63.13% [789700/1251000] [631.3/1000.0] [batch_t 0.393 (0.415)] [data_t 0.015] [optim_t 0.378] [lr 0.000920] [CE 4.239 (4.039)] [KD 2.660 (2.518)] +2024-10-19 03:56:59,578 - Train: 63.13% [789750/1251000] [631.3/1000.0] [batch_t 0.432 (0.432)] [data_t 0.016] [optim_t 0.417] [lr 0.000920] [CE 3.831 (4.053)] [KD 2.410 (2.486)] +2024-10-19 03:57:20,573 - Train: 63.13% [789800/1251000] [631.3/1000.0] [batch_t 0.386 (0.420)] [data_t 0.015] [optim_t 0.371] [lr 0.000920] [CE 3.801 (3.944)] [KD 2.366 (2.480)] +2024-10-19 03:57:41,406 - Train: 63.14% [789850/1251000] [631.4/1000.0] [batch_t 0.416 (0.417)] [data_t 0.015] [optim_t 0.400] [lr 0.000919] [CE 4.195 (4.088)] [KD 2.736 (2.580)] +2024-10-19 03:58:01,912 - Train: 63.14% [789900/1251000] [631.4/1000.0] [batch_t 0.432 (0.410)] [data_t 0.015] [optim_t 0.417] [lr 0.000919] [CE 4.341 (4.022)] [KD 2.490 (2.495)] +2024-10-19 03:58:22,721 - Train: 63.15% [789950/1251000] [631.5/1000.0] [batch_t 0.481 (0.416)] [data_t 0.015] [optim_t 0.466] [lr 0.000919] [CE 3.659 (3.979)] [KD 2.331 (2.488)] +2024-10-19 03:58:44,701 - Train: 63.15% [790000/1251000] [631.5/1000.0] [batch_t 0.435 (0.440)] [data_t 0.015] [optim_t 0.420] [lr 0.000919] [CE 3.920 (4.056)] [KD 2.439 (2.516)] +2024-10-19 03:59:06,661 - Train: 63.15% [790050/1251000] [631.5/1000.0] [batch_t 0.363 (0.439)] [data_t 0.015] [optim_t 0.348] [lr 0.000919] [CE 4.490 (4.042)] [KD 2.634 (2.515)] +2024-10-19 03:59:28,125 - Train: 63.16% [790100/1251000] [631.6/1000.0] [batch_t 0.372 (0.429)] [data_t 0.015] [optim_t 0.357] [lr 0.000919] [CE 4.246 (4.048)] [KD 2.613 (2.499)] +2024-10-19 03:59:50,029 - Train: 63.16% [790150/1251000] [631.6/1000.0] [batch_t 0.460 (0.438)] [data_t 0.015] [optim_t 0.444] [lr 0.000918] [CE 3.712 (4.010)] [KD 2.487 (2.515)] +2024-10-19 04:00:12,214 - Train: 63.17% [790200/1251000] [631.7/1000.0] [batch_t 0.450 (0.444)] [data_t 0.015] [optim_t 0.435] [lr 0.000918] [CE 4.219 (3.933)] [KD 2.645 (2.446)] +2024-10-19 04:00:34,770 - Train: 63.17% [790250/1251000] [631.7/1000.0] [batch_t 0.416 (0.451)] [data_t 0.015] [optim_t 0.401] [lr 0.000918] [CE 4.041 (4.052)] [KD 2.559 (2.507)] +2024-10-19 04:00:56,555 - Train: 63.17% [790300/1251000] [631.7/1000.0] [batch_t 0.471 (0.436)] [data_t 0.015] [optim_t 0.455] [lr 0.000918] [CE 4.379 (4.151)] [KD 2.687 (2.603)] +2024-10-19 04:01:17,225 - Train: 63.18% [790350/1251000] [631.8/1000.0] [batch_t 0.431 (0.413)] [data_t 0.015] [optim_t 0.415] [lr 0.000918] [CE 4.014 (3.999)] [KD 2.336 (2.499)] +2024-10-19 04:01:37,816 - Train: 63.18% [790400/1251000] [631.8/1000.0] [batch_t 0.418 (0.412)] [data_t 0.016] [optim_t 0.402] [lr 0.000917] [CE 4.381 (3.974)] [KD 2.767 (2.463)] +2024-10-19 04:01:58,828 - Train: 63.19% [790450/1251000] [631.9/1000.0] [batch_t 0.480 (0.420)] [data_t 0.015] [optim_t 0.465] [lr 0.000917] [CE 3.913 (3.954)] [KD 2.588 (2.478)] +2024-10-19 04:02:20,754 - Train: 63.19% [790500/1251000] [631.9/1000.0] [batch_t 0.478 (0.438)] [data_t 0.016] [optim_t 0.463] [lr 0.000917] [CE 3.971 (4.031)] [KD 2.567 (2.478)] +2024-10-19 04:02:42,302 - Train: 63.19% [790550/1251000] [631.9/1000.0] [batch_t 0.384 (0.431)] [data_t 0.015] [optim_t 0.368] [lr 0.000917] [CE 3.672 (4.016)] [KD 2.374 (2.485)] +2024-10-19 04:03:03,728 - Train: 63.20% [790600/1251000] [632.0/1000.0] [batch_t 0.442 (0.428)] [data_t 0.015] [optim_t 0.427] [lr 0.000917] [CE 3.820 (4.010)] [KD 2.386 (2.521)] +2024-10-19 04:03:38,648 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39736] [top5_cnt 47438] [top_all 50000] +2024-10-19 04:03:38,649 - net: 79.472 (94.876) +2024-10-19 04:03:59,513 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 40963] [top5_cnt 47979] [top_all 50000] +2024-10-19 04:03:59,513 - net_E: 81.926 (95.958) +2024-10-19 04:03:59,712 - Max [top1: 79.570 (epoch: 631)] [top1-ema: 81.938 (epoch: 624)] +2024-10-19 04:03:59,713 - ==> Total time: 4 days, 4:22:08 Eta: 2 days, 10:26:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 04:04:13,060 - Train: 63.20% [790650/1251000] [632.0/1000.0] [batch_t 0.359 (0.656)] [data_t 0.015] [optim_t 0.343] [lr 0.000917] [CE 3.655 (3.928)] [KD 2.369 (2.433)] +2024-10-19 04:04:32,801 - Train: 63.21% [790700/1251000] [632.1/1000.0] [batch_t 0.361 (0.395)] [data_t 0.016] [optim_t 0.345] [lr 0.000916] [CE 4.187 (4.013)] [KD 2.727 (2.494)] +2024-10-19 04:04:53,804 - Train: 63.21% [790750/1251000] [632.1/1000.0] [batch_t 0.435 (0.420)] [data_t 0.015] [optim_t 0.420] [lr 0.000916] [CE 4.005 (3.903)] [KD 2.470 (2.411)] +2024-10-19 04:05:15,463 - Train: 63.21% [790800/1251000] [632.1/1000.0] [batch_t 0.435 (0.433)] [data_t 0.092] [optim_t 0.344] [lr 0.000916] [CE 3.940 (4.012)] [KD 2.667 (2.489)] +2024-10-19 04:05:36,345 - Train: 63.22% [790850/1251000] [632.2/1000.0] [batch_t 0.362 (0.418)] [data_t 0.016] [optim_t 0.347] [lr 0.000916] [CE 4.098 (4.032)] [KD 2.414 (2.536)] +2024-10-19 04:05:57,629 - Train: 63.22% [790900/1251000] [632.2/1000.0] [batch_t 0.358 (0.426)] [data_t 0.016] [optim_t 0.343] [lr 0.000916] [CE 3.750 (4.016)] [KD 2.347 (2.501)] +2024-10-19 04:06:19,555 - Train: 63.23% [790950/1251000] [632.3/1000.0] [batch_t 0.468 (0.438)] [data_t 0.125] [optim_t 0.342] [lr 0.000916] [CE 4.008 (4.015)] [KD 2.584 (2.483)] +2024-10-19 04:06:40,365 - Train: 63.23% [791000/1251000] [632.3/1000.0] [batch_t 0.495 (0.416)] [data_t 0.153] [optim_t 0.342] [lr 0.000915] [CE 4.416 (4.041)] [KD 2.733 (2.524)] +2024-10-19 04:07:01,336 - Train: 63.23% [791050/1251000] [632.3/1000.0] [batch_t 0.461 (0.419)] [data_t 0.121] [optim_t 0.340] [lr 0.000915] [CE 4.424 (4.024)] [KD 2.790 (2.513)] +2024-10-19 04:07:22,114 - Train: 63.24% [791100/1251000] [632.4/1000.0] [batch_t 0.515 (0.415)] [data_t 0.116] [optim_t 0.399] [lr 0.000915] [CE 4.359 (4.002)] [KD 2.747 (2.536)] +2024-10-19 04:07:43,208 - Train: 63.24% [791150/1251000] [632.4/1000.0] [batch_t 0.449 (0.422)] [data_t 0.015] [optim_t 0.434] [lr 0.000915] [CE 3.963 (4.096)] [KD 2.468 (2.516)] +2024-10-19 04:08:04,877 - Train: 63.25% [791200/1251000] [632.5/1000.0] [batch_t 0.532 (0.433)] [data_t 0.015] [optim_t 0.517] [lr 0.000915] [CE 3.824 (3.984)] [KD 2.601 (2.508)] +2024-10-19 04:08:25,826 - Train: 63.25% [791250/1251000] [632.5/1000.0] [batch_t 0.429 (0.419)] [data_t 0.015] [optim_t 0.414] [lr 0.000915] [CE 3.898 (3.995)] [KD 2.509 (2.490)] +2024-10-19 04:08:47,183 - Train: 63.25% [791300/1251000] [632.5/1000.0] [batch_t 0.359 (0.427)] [data_t 0.015] [optim_t 0.344] [lr 0.000914] [CE 4.635 (3.997)] [KD 2.833 (2.513)] +2024-10-19 04:09:08,757 - Train: 63.26% [791350/1251000] [632.6/1000.0] [batch_t 0.475 (0.431)] [data_t 0.015] [optim_t 0.460] [lr 0.000914] [CE 3.938 (4.115)] [KD 2.672 (2.537)] +2024-10-19 04:09:30,002 - Train: 63.26% [791400/1251000] [632.6/1000.0] [batch_t 0.411 (0.425)] [data_t 0.015] [optim_t 0.396] [lr 0.000914] [CE 3.807 (4.043)] [KD 2.260 (2.517)] +2024-10-19 04:09:50,958 - Train: 63.27% [791450/1251000] [632.7/1000.0] [batch_t 0.362 (0.419)] [data_t 0.016] [optim_t 0.347] [lr 0.000914] [CE 4.004 (3.963)] [KD 2.582 (2.474)] +2024-10-19 04:10:12,803 - Train: 63.27% [791500/1251000] [632.7/1000.0] [batch_t 0.495 (0.437)] [data_t 0.155] [optim_t 0.340] [lr 0.000914] [CE 4.198 (4.003)] [KD 2.628 (2.510)] +2024-10-19 04:10:33,491 - Train: 63.27% [791550/1251000] [632.7/1000.0] [batch_t 0.363 (0.414)] [data_t 0.015] [optim_t 0.348] [lr 0.000914] [CE 4.690 (4.094)] [KD 2.753 (2.543)] +2024-10-19 04:10:55,360 - Train: 63.28% [791600/1251000] [632.8/1000.0] [batch_t 0.445 (0.437)] [data_t 0.104] [optim_t 0.341] [lr 0.000913] [CE 4.076 (4.083)] [KD 2.442 (2.559)] +2024-10-19 04:11:16,966 - Train: 63.28% [791650/1251000] [632.8/1000.0] [batch_t 0.415 (0.432)] [data_t 0.072] [optim_t 0.344] [lr 0.000913] [CE 4.125 (4.059)] [KD 2.595 (2.517)] +2024-10-19 04:11:38,830 - Train: 63.29% [791700/1251000] [632.9/1000.0] [batch_t 0.420 (0.437)] [data_t 0.075] [optim_t 0.345] [lr 0.000913] [CE 3.998 (4.018)] [KD 2.455 (2.532)] +2024-10-19 04:12:01,097 - Train: 63.29% [791750/1251000] [632.9/1000.0] [batch_t 0.357 (0.445)] [data_t 0.016] [optim_t 0.342] [lr 0.000913] [CE 4.294 (4.030)] [KD 2.462 (2.515)] +2024-10-19 04:12:23,037 - Train: 63.29% [791800/1251000] [632.9/1000.0] [batch_t 0.493 (0.439)] [data_t 0.152] [optim_t 0.341] [lr 0.000913] [CE 3.761 (4.059)] [KD 2.336 (2.498)] +2024-10-19 04:12:44,700 - Train: 63.30% [791850/1251000] [633.0/1000.0] [batch_t 0.406 (0.433)] [data_t 0.066] [optim_t 0.341] [lr 0.000913] [CE 3.765 (4.043)] [KD 2.392 (2.550)] +2024-10-19 04:13:19,652 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 39655] [top5_cnt 47451] [top_all 50000] +2024-10-19 04:13:19,652 - net: 79.310 (94.902) +2024-10-19 04:13:42,167 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.444)] [top1_cnt 40947] [top5_cnt 47967] [top_all 50000] +2024-10-19 04:13:42,168 - net_E: 81.894 (95.934) +2024-10-19 04:13:42,381 - Max [top1: 79.570 (epoch: 631)] [top1-ema: 81.938 (epoch: 624)] +2024-10-19 04:13:42,381 - ==> Total time: 4 days, 4:31:50 Eta: 2 days, 10:17:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 04:13:55,441 - Train: 63.30% [791900/1251000] [633.0/1000.0] [batch_t 0.366 (0.684)] [data_t 0.015] [optim_t 0.350] [lr 0.000912] [CE 4.010 (3.813)] [KD 2.445 (2.373)] +2024-10-19 04:14:15,311 - Train: 63.31% [791950/1251000] [633.1/1000.0] [batch_t 0.440 (0.397)] [data_t 0.015] [optim_t 0.424] [lr 0.000912] [CE 4.167 (4.046)] [KD 2.381 (2.512)] +2024-10-19 04:14:36,901 - Train: 63.31% [792000/1251000] [633.1/1000.0] [batch_t 0.410 (0.432)] [data_t 0.015] [optim_t 0.395] [lr 0.000912] [CE 4.212 (4.026)] [KD 2.505 (2.497)] +2024-10-19 04:14:58,875 - Train: 63.31% [792050/1251000] [633.1/1000.0] [batch_t 0.492 (0.439)] [data_t 0.015] [optim_t 0.477] [lr 0.000912] [CE 4.320 (4.011)] [KD 2.566 (2.477)] +2024-10-19 04:15:20,833 - Train: 63.32% [792100/1251000] [633.2/1000.0] [batch_t 0.548 (0.439)] [data_t 0.170] [optim_t 0.378] [lr 0.000912] [CE 4.189 (3.914)] [KD 2.478 (2.423)] +2024-10-19 04:15:42,709 - Train: 63.32% [792150/1251000] [633.2/1000.0] [batch_t 0.414 (0.437)] [data_t 0.072] [optim_t 0.342] [lr 0.000912] [CE 3.794 (4.084)] [KD 2.133 (2.530)] +2024-10-19 04:16:04,561 - Train: 63.33% [792200/1251000] [633.3/1000.0] [batch_t 0.454 (0.437)] [data_t 0.110] [optim_t 0.344] [lr 0.000911] [CE 4.343 (3.971)] [KD 2.623 (2.475)] +2024-10-19 04:16:26,181 - Train: 63.33% [792250/1251000] [633.3/1000.0] [batch_t 0.402 (0.432)] [data_t 0.054] [optim_t 0.347] [lr 0.000911] [CE 3.562 (4.059)] [KD 2.242 (2.520)] +2024-10-19 04:16:47,750 - Train: 63.33% [792300/1251000] [633.3/1000.0] [batch_t 0.359 (0.431)] [data_t 0.015] [optim_t 0.344] [lr 0.000911] [CE 3.586 (4.013)] [KD 2.206 (2.486)] +2024-10-19 04:17:08,989 - Train: 63.34% [792350/1251000] [633.4/1000.0] [batch_t 0.363 (0.425)] [data_t 0.015] [optim_t 0.348] [lr 0.000911] [CE 4.122 (4.036)] [KD 2.707 (2.507)] +2024-10-19 04:17:30,095 - Train: 63.34% [792400/1251000] [633.4/1000.0] [batch_t 0.424 (0.422)] [data_t 0.081] [optim_t 0.343] [lr 0.000911] [CE 3.364 (3.977)] [KD 2.043 (2.474)] +2024-10-19 04:17:50,979 - Train: 63.35% [792450/1251000] [633.5/1000.0] [batch_t 0.469 (0.418)] [data_t 0.129] [optim_t 0.340] [lr 0.000910] [CE 4.161 (3.974)] [KD 2.480 (2.468)] +2024-10-19 04:18:12,149 - Train: 63.35% [792500/1251000] [633.5/1000.0] [batch_t 0.497 (0.423)] [data_t 0.015] [optim_t 0.481] [lr 0.000910] [CE 4.281 (4.008)] [KD 2.540 (2.489)] +2024-10-19 04:18:33,374 - Train: 63.35% [792550/1251000] [633.5/1000.0] [batch_t 0.451 (0.424)] [data_t 0.015] [optim_t 0.435] [lr 0.000910] [CE 3.727 (3.977)] [KD 2.330 (2.512)] +2024-10-19 04:18:54,825 - Train: 63.36% [792600/1251000] [633.6/1000.0] [batch_t 0.377 (0.429)] [data_t 0.015] [optim_t 0.361] [lr 0.000910] [CE 3.465 (3.974)] [KD 2.146 (2.476)] +2024-10-19 04:19:16,204 - Train: 63.36% [792650/1251000] [633.6/1000.0] [batch_t 0.410 (0.427)] [data_t 0.069] [optim_t 0.341] [lr 0.000910] [CE 4.074 (4.000)] [KD 2.569 (2.480)] +2024-10-19 04:19:37,818 - Train: 63.37% [792700/1251000] [633.7/1000.0] [batch_t 0.425 (0.432)] [data_t 0.084] [optim_t 0.341] [lr 0.000910] [CE 4.332 (4.074)] [KD 2.689 (2.526)] +2024-10-19 04:19:59,637 - Train: 63.37% [792750/1251000] [633.7/1000.0] [batch_t 0.468 (0.436)] [data_t 0.129] [optim_t 0.339] [lr 0.000909] [CE 4.068 (4.095)] [KD 2.518 (2.543)] +2024-10-19 04:20:20,844 - Train: 63.37% [792800/1251000] [633.7/1000.0] [batch_t 0.372 (0.424)] [data_t 0.031] [optim_t 0.341] [lr 0.000909] [CE 3.705 (4.011)] [KD 2.374 (2.491)] +2024-10-19 04:20:42,122 - Train: 63.38% [792850/1251000] [633.8/1000.0] [batch_t 0.473 (0.425)] [data_t 0.129] [optim_t 0.344] [lr 0.000909] [CE 4.017 (4.059)] [KD 2.490 (2.516)] +2024-10-19 04:21:03,798 - Train: 63.38% [792900/1251000] [633.8/1000.0] [batch_t 0.452 (0.433)] [data_t 0.109] [optim_t 0.343] [lr 0.000909] [CE 4.250 (4.063)] [KD 2.617 (2.518)] +2024-10-19 04:21:25,321 - Train: 63.39% [792950/1251000] [633.9/1000.0] [batch_t 0.491 (0.430)] [data_t 0.152] [optim_t 0.339] [lr 0.000909] [CE 4.378 (4.060)] [KD 2.623 (2.511)] +2024-10-19 04:21:46,260 - Train: 63.39% [793000/1251000] [633.9/1000.0] [batch_t 0.401 (0.419)] [data_t 0.061] [optim_t 0.339] [lr 0.000909] [CE 3.518 (4.000)] [KD 2.360 (2.523)] +2024-10-19 04:22:07,272 - Train: 63.39% [793050/1251000] [633.9/1000.0] [batch_t 0.447 (0.420)] [data_t 0.106] [optim_t 0.341] [lr 0.000908] [CE 3.713 (4.065)] [KD 2.339 (2.483)] +2024-10-19 04:22:28,402 - Train: 63.40% [793100/1251000] [634.0/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.000908] [CE 4.131 (3.979)] [KD 2.562 (2.478)] +2024-10-19 04:23:03,411 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 39853] [top5_cnt 47526] [top_all 50000] +2024-10-19 04:23:03,412 - net: 79.706 (95.052) +2024-10-19 04:23:25,630 - Test (net_E): 100.00% [50/50] [batch_t 0.135 (0.437)] [top1_cnt 40942] [top5_cnt 47964] [top_all 50000] +2024-10-19 04:23:25,631 - net_E: 81.884 (95.928) +2024-10-19 04:23:25,823 - Max [top1: 79.706 (epoch: 634)] [top1-ema: 81.938 (epoch: 624)] +2024-10-19 04:23:25,824 - ==> Total time: 4 days, 4:41:34 Eta: 2 days, 10:07:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 04:23:38,931 - Train: 63.40% [793150/1251000] [634.0/1000.0] [batch_t 0.362 (0.529)] [data_t 0.015] [optim_t 0.347] [lr 0.000908] [CE 4.260 (4.068)] [KD 2.609 (2.483)] +2024-10-19 04:24:01,025 - Train: 63.41% [793200/1251000] [634.1/1000.0] [batch_t 0.470 (0.442)] [data_t 0.127] [optim_t 0.342] [lr 0.000908] [CE 3.993 (4.010)] [KD 2.537 (2.481)] +2024-10-19 04:24:23,300 - Train: 63.41% [793250/1251000] [634.1/1000.0] [batch_t 0.452 (0.445)] [data_t 0.108] [optim_t 0.344] [lr 0.000908] [CE 3.933 (3.979)] [KD 2.414 (2.489)] +2024-10-19 04:24:45,389 - Train: 63.41% [793300/1251000] [634.1/1000.0] [batch_t 0.361 (0.442)] [data_t 0.015] [optim_t 0.346] [lr 0.000908] [CE 4.028 (4.011)] [KD 2.436 (2.494)] +2024-10-19 04:25:07,632 - Train: 63.42% [793350/1251000] [634.2/1000.0] [batch_t 0.458 (0.445)] [data_t 0.016] [optim_t 0.443] [lr 0.000907] [CE 3.507 (4.012)] [KD 2.168 (2.462)] +2024-10-19 04:25:30,134 - Train: 63.42% [793400/1251000] [634.2/1000.0] [batch_t 0.467 (0.450)] [data_t 0.016] [optim_t 0.452] [lr 0.000907] [CE 4.019 (4.037)] [KD 2.534 (2.491)] +2024-10-19 04:25:52,743 - Train: 63.43% [793450/1251000] [634.3/1000.0] [batch_t 0.439 (0.452)] [data_t 0.016] [optim_t 0.424] [lr 0.000907] [CE 4.297 (4.060)] [KD 2.594 (2.483)] +2024-10-19 04:26:14,652 - Train: 63.43% [793500/1251000] [634.3/1000.0] [batch_t 0.404 (0.438)] [data_t 0.015] [optim_t 0.389] [lr 0.000907] [CE 4.329 (4.051)] [KD 2.696 (2.484)] +2024-10-19 04:26:36,109 - Train: 63.43% [793550/1251000] [634.3/1000.0] [batch_t 0.497 (0.429)] [data_t 0.015] [optim_t 0.482] [lr 0.000907] [CE 4.047 (4.001)] [KD 2.530 (2.477)] +2024-10-19 04:26:58,398 - Train: 63.44% [793600/1251000] [634.4/1000.0] [batch_t 0.505 (0.446)] [data_t 0.015] [optim_t 0.490] [lr 0.000907] [CE 3.979 (3.984)] [KD 2.418 (2.468)] +2024-10-19 04:27:21,080 - Train: 63.44% [793650/1251000] [634.4/1000.0] [batch_t 0.468 (0.454)] [data_t 0.016] [optim_t 0.453] [lr 0.000906] [CE 3.894 (4.031)] [KD 2.435 (2.511)] +2024-10-19 04:27:43,676 - Train: 63.45% [793700/1251000] [634.5/1000.0] [batch_t 0.419 (0.452)] [data_t 0.015] [optim_t 0.404] [lr 0.000906] [CE 4.046 (4.034)] [KD 2.575 (2.491)] +2024-10-19 04:28:05,993 - Train: 63.45% [793750/1251000] [634.5/1000.0] [batch_t 0.425 (0.446)] [data_t 0.015] [optim_t 0.409] [lr 0.000906] [CE 3.663 (4.031)] [KD 2.145 (2.502)] +2024-10-19 04:28:28,086 - Train: 63.45% [793800/1251000] [634.5/1000.0] [batch_t 0.412 (0.442)] [data_t 0.015] [optim_t 0.396] [lr 0.000906] [CE 4.307 (3.948)] [KD 2.606 (2.443)] +2024-10-19 04:28:49,562 - Train: 63.46% [793850/1251000] [634.6/1000.0] [batch_t 0.409 (0.429)] [data_t 0.016] [optim_t 0.393] [lr 0.000906] [CE 4.012 (4.021)] [KD 2.521 (2.502)] +2024-10-19 04:29:11,064 - Train: 63.46% [793900/1251000] [634.6/1000.0] [batch_t 0.451 (0.430)] [data_t 0.015] [optim_t 0.436] [lr 0.000906] [CE 3.994 (4.058)] [KD 2.390 (2.533)] +2024-10-19 04:29:33,019 - Train: 63.47% [793950/1251000] [634.7/1000.0] [batch_t 0.423 (0.439)] [data_t 0.015] [optim_t 0.408] [lr 0.000905] [CE 4.749 (4.017)] [KD 2.810 (2.510)] +2024-10-19 04:29:55,517 - Train: 63.47% [794000/1251000] [634.7/1000.0] [batch_t 0.370 (0.450)] [data_t 0.015] [optim_t 0.355] [lr 0.000905] [CE 4.148 (4.054)] [KD 2.658 (2.512)] +2024-10-19 04:30:16,615 - Train: 63.47% [794050/1251000] [634.7/1000.0] [batch_t 0.378 (0.422)] [data_t 0.015] [optim_t 0.362] [lr 0.000905] [CE 4.113 (4.034)] [KD 2.394 (2.519)] +2024-10-19 04:30:38,087 - Train: 63.48% [794100/1251000] [634.8/1000.0] [batch_t 0.458 (0.429)] [data_t 0.015] [optim_t 0.442] [lr 0.000905] [CE 4.162 (4.031)] [KD 2.575 (2.504)] +2024-10-19 04:30:59,074 - Train: 63.48% [794150/1251000] [634.8/1000.0] [batch_t 0.399 (0.420)] [data_t 0.015] [optim_t 0.384] [lr 0.000905] [CE 3.373 (4.057)] [KD 2.084 (2.490)] +2024-10-19 04:31:20,151 - Train: 63.49% [794200/1251000] [634.9/1000.0] [batch_t 0.418 (0.421)] [data_t 0.015] [optim_t 0.402] [lr 0.000905] [CE 3.604 (4.129)] [KD 2.345 (2.518)] +2024-10-19 04:31:41,803 - Train: 63.49% [794250/1251000] [634.9/1000.0] [batch_t 0.492 (0.433)] [data_t 0.015] [optim_t 0.476] [lr 0.000904] [CE 3.978 (4.050)] [KD 2.537 (2.505)] +2024-10-19 04:32:02,598 - Train: 63.49% [794300/1251000] [634.9/1000.0] [batch_t 0.435 (0.416)] [data_t 0.015] [optim_t 0.419] [lr 0.000904] [CE 4.216 (3.993)] [KD 2.545 (2.473)] +2024-10-19 04:32:23,933 - Train: 63.50% [794350/1251000] [635.0/1000.0] [batch_t 0.415 (0.427)] [data_t 0.016] [optim_t 0.399] [lr 0.000904] [CE 4.486 (4.091)] [KD 2.460 (2.523)] +2024-10-19 04:32:58,629 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 39638] [top5_cnt 47499] [top_all 50000] +2024-10-19 04:32:58,629 - net: 79.276 (94.998) +2024-10-19 04:33:19,999 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40983] [top5_cnt 47975] [top_all 50000] +2024-10-19 04:33:20,000 - net_E: 81.966 (95.950) +2024-10-19 04:33:20,174 - Max [top1: 79.706 (epoch: 634)] [top1-ema: 81.966 (epoch: 635)] +2024-10-19 04:33:20,174 - ==> Total time: 4 days, 4:51:28 Eta: 2 days, 9:58:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 04:33:33,028 - Train: 63.50% [794400/1251000] [635.0/1000.0] [batch_t 0.361 (0.573)] [data_t 0.015] [optim_t 0.346] [lr 0.000904] [CE 4.091 (4.019)] [KD 2.463 (2.462)] +2024-10-19 04:33:53,130 - Train: 63.51% [794450/1251000] [635.1/1000.0] [batch_t 0.411 (0.402)] [data_t 0.069] [optim_t 0.341] [lr 0.000904] [CE 3.532 (3.950)] [KD 2.246 (2.442)] +2024-10-19 04:34:13,914 - Train: 63.51% [794500/1251000] [635.1/1000.0] [batch_t 0.362 (0.416)] [data_t 0.015] [optim_t 0.346] [lr 0.000904] [CE 4.376 (3.978)] [KD 2.778 (2.482)] +2024-10-19 04:34:34,994 - Train: 63.51% [794550/1251000] [635.1/1000.0] [batch_t 0.430 (0.421)] [data_t 0.084] [optim_t 0.346] [lr 0.000903] [CE 3.941 (3.925)] [KD 2.456 (2.462)] +2024-10-19 04:34:55,803 - Train: 63.52% [794600/1251000] [635.2/1000.0] [batch_t 0.460 (0.416)] [data_t 0.119] [optim_t 0.342] [lr 0.000903] [CE 4.190 (4.019)] [KD 2.567 (2.485)] +2024-10-19 04:35:16,837 - Train: 63.52% [794650/1251000] [635.2/1000.0] [batch_t 0.433 (0.421)] [data_t 0.092] [optim_t 0.341] [lr 0.000903] [CE 4.313 (4.024)] [KD 2.623 (2.495)] +2024-10-19 04:35:37,866 - Train: 63.53% [794700/1251000] [635.3/1000.0] [batch_t 0.490 (0.420)] [data_t 0.146] [optim_t 0.343] [lr 0.000903] [CE 4.208 (4.062)] [KD 2.359 (2.502)] +2024-10-19 04:35:58,909 - Train: 63.53% [794750/1251000] [635.3/1000.0] [batch_t 0.367 (0.421)] [data_t 0.025] [optim_t 0.342] [lr 0.000903] [CE 3.822 (4.061)] [KD 2.397 (2.516)] +2024-10-19 04:36:19,650 - Train: 63.53% [794800/1251000] [635.3/1000.0] [batch_t 0.449 (0.415)] [data_t 0.100] [optim_t 0.348] [lr 0.000902] [CE 3.936 (4.040)] [KD 2.406 (2.517)] +2024-10-19 04:36:41,241 - Train: 63.54% [794850/1251000] [635.4/1000.0] [batch_t 0.422 (0.432)] [data_t 0.016] [optim_t 0.406] [lr 0.000902] [CE 4.050 (3.940)] [KD 2.481 (2.479)] +2024-10-19 04:37:01,938 - Train: 63.54% [794900/1251000] [635.4/1000.0] [batch_t 0.430 (0.414)] [data_t 0.016] [optim_t 0.414] [lr 0.000902] [CE 4.313 (3.992)] [KD 2.573 (2.480)] +2024-10-19 04:37:22,765 - Train: 63.55% [794950/1251000] [635.5/1000.0] [batch_t 0.409 (0.416)] [data_t 0.016] [optim_t 0.394] [lr 0.000902] [CE 3.873 (4.028)] [KD 2.457 (2.490)] +2024-10-19 04:37:43,563 - Train: 63.55% [795000/1251000] [635.5/1000.0] [batch_t 0.387 (0.416)] [data_t 0.015] [optim_t 0.372] [lr 0.000902] [CE 4.198 (3.987)] [KD 2.643 (2.493)] +2024-10-19 04:38:04,462 - Train: 63.55% [795050/1251000] [635.5/1000.0] [batch_t 0.389 (0.418)] [data_t 0.044] [optim_t 0.345] [lr 0.000902] [CE 4.299 (4.056)] [KD 2.604 (2.510)] +2024-10-19 04:38:25,135 - Train: 63.56% [795100/1251000] [635.6/1000.0] [batch_t 0.473 (0.413)] [data_t 0.129] [optim_t 0.345] [lr 0.000901] [CE 4.001 (4.087)] [KD 2.477 (2.532)] +2024-10-19 04:38:45,594 - Train: 63.56% [795150/1251000] [635.6/1000.0] [batch_t 0.373 (0.409)] [data_t 0.027] [optim_t 0.346] [lr 0.000901] [CE 4.300 (4.009)] [KD 2.408 (2.487)] +2024-10-19 04:39:05,706 - Train: 63.57% [795200/1251000] [635.7/1000.0] [batch_t 0.433 (0.402)] [data_t 0.088] [optim_t 0.344] [lr 0.000901] [CE 4.171 (3.987)] [KD 2.587 (2.485)] +2024-10-19 04:39:26,534 - Train: 63.57% [795250/1251000] [635.7/1000.0] [batch_t 0.432 (0.416)] [data_t 0.087] [optim_t 0.345] [lr 0.000901] [CE 4.045 (4.036)] [KD 2.503 (2.497)] +2024-10-19 04:39:47,224 - Train: 63.57% [795300/1251000] [635.7/1000.0] [batch_t 0.495 (0.414)] [data_t 0.151] [optim_t 0.344] [lr 0.000901] [CE 3.952 (4.070)] [KD 2.435 (2.489)] +2024-10-19 04:40:08,333 - Train: 63.58% [795350/1251000] [635.8/1000.0] [batch_t 0.418 (0.422)] [data_t 0.072] [optim_t 0.345] [lr 0.000901] [CE 4.446 (4.054)] [KD 2.695 (2.474)] +2024-10-19 04:40:29,211 - Train: 63.58% [795400/1251000] [635.8/1000.0] [batch_t 0.397 (0.417)] [data_t 0.053] [optim_t 0.345] [lr 0.000900] [CE 4.157 (4.031)] [KD 2.495 (2.495)] +2024-10-19 04:40:50,059 - Train: 63.59% [795450/1251000] [635.9/1000.0] [batch_t 0.436 (0.417)] [data_t 0.093] [optim_t 0.343] [lr 0.000900] [CE 4.352 (4.056)] [KD 2.551 (2.479)] +2024-10-19 04:41:11,117 - Train: 63.59% [795500/1251000] [635.9/1000.0] [batch_t 0.543 (0.421)] [data_t 0.200] [optim_t 0.343] [lr 0.000900] [CE 4.244 (4.091)] [KD 2.691 (2.518)] +2024-10-19 04:41:32,003 - Train: 63.59% [795550/1251000] [635.9/1000.0] [batch_t 0.448 (0.418)] [data_t 0.102] [optim_t 0.346] [lr 0.000900] [CE 4.108 (3.966)] [KD 2.539 (2.474)] +2024-10-19 04:41:53,143 - Train: 63.60% [795600/1251000] [636.0/1000.0] [batch_t 0.415 (0.423)] [data_t 0.069] [optim_t 0.346] [lr 0.000900] [CE 4.304 (4.122)] [KD 2.720 (2.538)] +2024-10-19 04:42:29,449 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 39693] [top5_cnt 47448] [top_all 50000] +2024-10-19 04:42:29,449 - net: 79.386 (94.896) +2024-10-19 04:42:51,706 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 40992] [top5_cnt 47970] [top_all 50000] +2024-10-19 04:42:51,707 - net_E: 81.984 (95.940) +2024-10-19 04:42:51,857 - Max [top1: 79.706 (epoch: 634)] [top1-ema: 81.984 (epoch: 636)] +2024-10-19 04:42:51,857 - ==> Total time: 4 days, 5:01:00 Eta: 2 days, 9:48:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 04:43:04,710 - Train: 63.60% [795650/1251000] [636.0/1000.0] [batch_t 0.360 (0.625)] [data_t 0.016] [optim_t 0.344] [lr 0.000900] [CE 3.505 (4.043)] [KD 2.082 (2.412)] +2024-10-19 04:43:23,935 - Train: 63.61% [795700/1251000] [636.1/1000.0] [batch_t 0.489 (0.384)] [data_t 0.016] [optim_t 0.473] [lr 0.000899] [CE 3.851 (4.050)] [KD 2.450 (2.482)] +2024-10-19 04:43:44,769 - Train: 63.61% [795750/1251000] [636.1/1000.0] [batch_t 0.444 (0.417)] [data_t 0.016] [optim_t 0.429] [lr 0.000899] [CE 4.063 (4.028)] [KD 2.333 (2.478)] +2024-10-19 04:44:06,274 - Train: 63.61% [795800/1251000] [636.1/1000.0] [batch_t 0.395 (0.430)] [data_t 0.015] [optim_t 0.379] [lr 0.000899] [CE 3.639 (4.017)] [KD 2.309 (2.429)] +2024-10-19 04:44:27,700 - Train: 63.62% [795850/1251000] [636.2/1000.0] [batch_t 0.402 (0.428)] [data_t 0.015] [optim_t 0.387] [lr 0.000899] [CE 4.322 (3.953)] [KD 2.531 (2.447)] +2024-10-19 04:44:49,387 - Train: 63.62% [795900/1251000] [636.2/1000.0] [batch_t 0.417 (0.434)] [data_t 0.016] [optim_t 0.402] [lr 0.000899] [CE 4.336 (4.057)] [KD 2.452 (2.502)] +2024-10-19 04:45:09,735 - Train: 63.63% [795950/1251000] [636.3/1000.0] [batch_t 0.417 (0.407)] [data_t 0.015] [optim_t 0.402] [lr 0.000899] [CE 3.922 (4.026)] [KD 2.442 (2.488)] +2024-10-19 04:45:30,601 - Train: 63.63% [796000/1251000] [636.3/1000.0] [batch_t 0.401 (0.417)] [data_t 0.015] [optim_t 0.386] [lr 0.000898] [CE 4.369 (4.040)] [KD 2.823 (2.479)] +2024-10-19 04:45:51,681 - Train: 63.63% [796050/1251000] [636.3/1000.0] [batch_t 0.454 (0.422)] [data_t 0.015] [optim_t 0.439] [lr 0.000898] [CE 4.203 (4.045)] [KD 2.570 (2.498)] +2024-10-19 04:46:12,780 - Train: 63.64% [796100/1251000] [636.4/1000.0] [batch_t 0.396 (0.422)] [data_t 0.015] [optim_t 0.380] [lr 0.000898] [CE 4.016 (3.987)] [KD 2.612 (2.472)] +2024-10-19 04:46:34,490 - Train: 63.64% [796150/1251000] [636.4/1000.0] [batch_t 0.403 (0.434)] [data_t 0.015] [optim_t 0.387] [lr 0.000898] [CE 3.780 (4.018)] [KD 2.472 (2.510)] +2024-10-19 04:46:56,614 - Train: 63.65% [796200/1251000] [636.5/1000.0] [batch_t 0.421 (0.442)] [data_t 0.015] [optim_t 0.406] [lr 0.000898] [CE 4.212 (4.056)] [KD 2.549 (2.501)] +2024-10-19 04:47:18,464 - Train: 63.65% [796250/1251000] [636.5/1000.0] [batch_t 0.362 (0.437)] [data_t 0.016] [optim_t 0.346] [lr 0.000898] [CE 4.124 (4.002)] [KD 2.477 (2.489)] +2024-10-19 04:47:39,403 - Train: 63.65% [796300/1251000] [636.5/1000.0] [batch_t 0.513 (0.419)] [data_t 0.015] [optim_t 0.497] [lr 0.000897] [CE 4.394 (3.994)] [KD 2.697 (2.496)] +2024-10-19 04:48:00,435 - Train: 63.66% [796350/1251000] [636.6/1000.0] [batch_t 0.430 (0.421)] [data_t 0.015] [optim_t 0.414] [lr 0.000897] [CE 3.892 (4.027)] [KD 2.345 (2.501)] +2024-10-19 04:48:21,840 - Train: 63.66% [796400/1251000] [636.6/1000.0] [batch_t 0.431 (0.428)] [data_t 0.015] [optim_t 0.416] [lr 0.000897] [CE 4.089 (3.923)] [KD 2.542 (2.439)] +2024-10-19 04:48:42,678 - Train: 63.67% [796450/1251000] [636.7/1000.0] [batch_t 0.431 (0.417)] [data_t 0.015] [optim_t 0.416] [lr 0.000897] [CE 3.883 (4.011)] [KD 2.439 (2.490)] +2024-10-19 04:49:03,898 - Train: 63.67% [796500/1251000] [636.7/1000.0] [batch_t 0.432 (0.424)] [data_t 0.015] [optim_t 0.416] [lr 0.000897] [CE 3.849 (4.087)] [KD 2.237 (2.512)] +2024-10-19 04:49:24,843 - Train: 63.67% [796550/1251000] [636.7/1000.0] [batch_t 0.409 (0.419)] [data_t 0.016] [optim_t 0.393] [lr 0.000897] [CE 4.147 (4.015)] [KD 2.705 (2.462)] +2024-10-19 04:49:45,915 - Train: 63.68% [796600/1251000] [636.8/1000.0] [batch_t 0.403 (0.421)] [data_t 0.015] [optim_t 0.388] [lr 0.000896] [CE 4.455 (4.040)] [KD 2.607 (2.503)] +2024-10-19 04:50:07,760 - Train: 63.68% [796650/1251000] [636.8/1000.0] [batch_t 0.481 (0.437)] [data_t 0.015] [optim_t 0.465] [lr 0.000896] [CE 4.051 (4.030)] [KD 2.579 (2.493)] +2024-10-19 04:50:30,003 - Train: 63.69% [796700/1251000] [636.9/1000.0] [batch_t 0.451 (0.445)] [data_t 0.016] [optim_t 0.435] [lr 0.000896] [CE 4.388 (3.941)] [KD 2.702 (2.460)] +2024-10-19 04:50:51,906 - Train: 63.69% [796750/1251000] [636.9/1000.0] [batch_t 0.410 (0.438)] [data_t 0.016] [optim_t 0.394] [lr 0.000896] [CE 4.033 (3.968)] [KD 2.459 (2.464)] +2024-10-19 04:51:13,938 - Train: 63.69% [796800/1251000] [636.9/1000.0] [batch_t 0.433 (0.440)] [data_t 0.015] [optim_t 0.418] [lr 0.000896] [CE 3.711 (4.021)] [KD 2.302 (2.496)] +2024-10-19 04:51:35,833 - Train: 63.70% [796850/1251000] [637.0/1000.0] [batch_t 0.460 (0.438)] [data_t 0.016] [optim_t 0.444] [lr 0.000896] [CE 3.642 (4.025)] [KD 2.404 (2.515)] +2024-10-19 04:52:13,620 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 39753] [top5_cnt 47449] [top_all 50000] +2024-10-19 04:52:13,620 - net: 79.506 (94.898) +2024-10-19 04:52:35,212 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40986] [top5_cnt 47963] [top_all 50000] +2024-10-19 04:52:35,212 - net_E: 81.972 (95.926) +2024-10-19 04:52:35,370 - Max [top1: 79.706 (epoch: 634)] [top1-ema: 81.984 (epoch: 636)] +2024-10-19 04:52:35,371 - ==> Total time: 4 days, 5:10:43 Eta: 2 days, 9:39:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 04:52:46,601 - Train: 63.70% [796900/1251000] [637.0/1000.0] [batch_t 0.360 (0.753)] [data_t 0.015] [optim_t 0.344] [lr 0.000895] [CE 4.173 (4.014)] [KD 2.547 (2.509)] +2024-10-19 04:53:07,744 - Train: 63.71% [796950/1251000] [637.1/1000.0] [batch_t 0.382 (0.423)] [data_t 0.015] [optim_t 0.367] [lr 0.000895] [CE 3.356 (3.892)] [KD 2.166 (2.437)] +2024-10-19 04:53:30,660 - Train: 63.71% [797000/1251000] [637.1/1000.0] [batch_t 0.428 (0.458)] [data_t 0.015] [optim_t 0.412] [lr 0.000895] [CE 4.491 (3.997)] [KD 2.884 (2.469)] +2024-10-19 04:53:52,505 - Train: 63.71% [797050/1251000] [637.1/1000.0] [batch_t 0.468 (0.437)] [data_t 0.015] [optim_t 0.452] [lr 0.000895] [CE 3.668 (3.956)] [KD 2.316 (2.442)] +2024-10-19 04:54:14,877 - Train: 63.72% [797100/1251000] [637.2/1000.0] [batch_t 0.445 (0.447)] [data_t 0.091] [optim_t 0.353] [lr 0.000895] [CE 4.002 (4.034)] [KD 2.492 (2.530)] +2024-10-19 04:54:36,765 - Train: 63.72% [797150/1251000] [637.2/1000.0] [batch_t 0.363 (0.438)] [data_t 0.015] [optim_t 0.347] [lr 0.000895] [CE 4.070 (3.955)] [KD 2.505 (2.453)] +2024-10-19 04:54:59,193 - Train: 63.73% [797200/1251000] [637.3/1000.0] [batch_t 0.435 (0.448)] [data_t 0.089] [optim_t 0.346] [lr 0.000894] [CE 3.868 (4.070)] [KD 2.238 (2.512)] +2024-10-19 04:55:21,125 - Train: 63.73% [797250/1251000] [637.3/1000.0] [batch_t 0.458 (0.439)] [data_t 0.117] [optim_t 0.341] [lr 0.000894] [CE 3.909 (3.958)] [KD 2.414 (2.470)] +2024-10-19 04:55:43,476 - Train: 63.73% [797300/1251000] [637.3/1000.0] [batch_t 0.495 (0.447)] [data_t 0.152] [optim_t 0.343] [lr 0.000894] [CE 3.782 (4.070)] [KD 2.289 (2.487)] +2024-10-19 04:56:05,178 - Train: 63.74% [797350/1251000] [637.4/1000.0] [batch_t 0.459 (0.434)] [data_t 0.114] [optim_t 0.345] [lr 0.000894] [CE 4.160 (4.036)] [KD 2.507 (2.527)] +2024-10-19 04:56:26,751 - Train: 63.74% [797400/1251000] [637.4/1000.0] [batch_t 0.380 (0.431)] [data_t 0.037] [optim_t 0.343] [lr 0.000894] [CE 3.529 (4.001)] [KD 2.185 (2.494)] +2024-10-19 04:56:48,246 - Train: 63.75% [797450/1251000] [637.5/1000.0] [batch_t 0.364 (0.430)] [data_t 0.017] [optim_t 0.347] [lr 0.000894] [CE 4.479 (4.019)] [KD 2.497 (2.447)] +2024-10-19 04:57:09,436 - Train: 63.75% [797500/1251000] [637.5/1000.0] [batch_t 0.379 (0.424)] [data_t 0.035] [optim_t 0.345] [lr 0.000893] [CE 3.370 (3.895)] [KD 2.177 (2.425)] +2024-10-19 04:57:30,384 - Train: 63.75% [797550/1251000] [637.5/1000.0] [batch_t 0.396 (0.419)] [data_t 0.052] [optim_t 0.344] [lr 0.000893] [CE 4.269 (4.044)] [KD 2.554 (2.520)] +2024-10-19 04:57:51,868 - Train: 63.76% [797600/1251000] [637.6/1000.0] [batch_t 0.445 (0.430)] [data_t 0.102] [optim_t 0.344] [lr 0.000893] [CE 4.319 (4.083)] [KD 2.432 (2.506)] +2024-10-19 04:58:13,337 - Train: 63.76% [797650/1251000] [637.6/1000.0] [batch_t 0.842 (0.429)] [data_t 0.495] [optim_t 0.347] [lr 0.000893] [CE 3.267 (3.974)] [KD 2.122 (2.458)] +2024-10-19 04:58:33,981 - Train: 63.76% [797700/1251000] [637.6/1000.0] [batch_t 0.460 (0.413)] [data_t 0.016] [optim_t 0.445] [lr 0.000893] [CE 4.327 (4.123)] [KD 2.571 (2.550)] +2024-10-19 04:58:56,200 - Train: 63.77% [797750/1251000] [637.7/1000.0] [batch_t 0.434 (0.444)] [data_t 0.015] [optim_t 0.418] [lr 0.000892] [CE 3.714 (4.038)] [KD 2.426 (2.513)] +2024-10-19 04:59:16,397 - Train: 63.77% [797800/1251000] [637.7/1000.0] [batch_t 0.413 (0.404)] [data_t 0.016] [optim_t 0.398] [lr 0.000892] [CE 4.370 (4.036)] [KD 2.701 (2.507)] +2024-10-19 04:59:37,509 - Train: 63.78% [797850/1251000] [637.8/1000.0] [batch_t 0.414 (0.422)] [data_t 0.016] [optim_t 0.399] [lr 0.000892] [CE 4.159 (4.051)] [KD 2.327 (2.487)] +2024-10-19 04:59:58,946 - Train: 63.78% [797900/1251000] [637.8/1000.0] [batch_t 0.387 (0.429)] [data_t 0.015] [optim_t 0.371] [lr 0.000892] [CE 4.220 (3.999)] [KD 2.719 (2.487)] +2024-10-19 05:00:20,107 - Train: 63.78% [797950/1251000] [637.8/1000.0] [batch_t 0.375 (0.423)] [data_t 0.015] [optim_t 0.359] [lr 0.000892] [CE 3.806 (4.000)] [KD 2.563 (2.487)] +2024-10-19 05:00:41,429 - Train: 63.79% [798000/1251000] [637.9/1000.0] [batch_t 0.448 (0.426)] [data_t 0.015] [optim_t 0.433] [lr 0.000892] [CE 4.370 (3.946)] [KD 2.499 (2.438)] +2024-10-19 05:01:03,324 - Train: 63.79% [798050/1251000] [637.9/1000.0] [batch_t 0.479 (0.438)] [data_t 0.015] [optim_t 0.463] [lr 0.000891] [CE 3.630 (4.039)] [KD 2.263 (2.523)] +2024-10-19 05:01:25,002 - Train: 63.80% [798100/1251000] [638.0/1000.0] [batch_t 0.448 (0.433)] [data_t 0.015] [optim_t 0.432] [lr 0.000891] [CE 4.415 (4.065)] [KD 2.689 (2.498)] +2024-10-19 05:02:01,685 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 39670] [top5_cnt 47410] [top_all 50000] +2024-10-19 05:02:01,686 - net: 79.340 (94.820) +2024-10-19 05:02:22,784 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 40962] [top5_cnt 47983] [top_all 50000] +2024-10-19 05:02:22,785 - net_E: 81.924 (95.966) +2024-10-19 05:02:22,950 - Max [top1: 79.706 (epoch: 634)] [top1-ema: 81.984 (epoch: 636)] +2024-10-19 05:02:22,951 - ==> Total time: 4 days, 5:20:31 Eta: 2 days, 9:30:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 05:02:34,094 - Train: 63.80% [798150/1251000] [638.0/1000.0] [batch_t 0.363 (0.799)] [data_t 0.016] [optim_t 0.348] [lr 0.000891] [CE 4.010 (4.142)] [KD 2.584 (2.534)] +2024-10-19 05:02:53,839 - Train: 63.80% [798200/1251000] [638.0/1000.0] [batch_t 0.460 (0.395)] [data_t 0.016] [optim_t 0.444] [lr 0.000891] [CE 4.171 (3.998)] [KD 2.558 (2.445)] +2024-10-19 05:03:15,393 - Train: 63.81% [798250/1251000] [638.1/1000.0] [batch_t 0.363 (0.431)] [data_t 0.015] [optim_t 0.347] [lr 0.000891] [CE 4.294 (3.956)] [KD 2.642 (2.443)] +2024-10-19 05:03:36,697 - Train: 63.81% [798300/1251000] [638.1/1000.0] [batch_t 0.490 (0.426)] [data_t 0.016] [optim_t 0.474] [lr 0.000891] [CE 4.332 (3.963)] [KD 2.520 (2.455)] +2024-10-19 05:03:58,489 - Train: 63.82% [798350/1251000] [638.2/1000.0] [batch_t 0.432 (0.436)] [data_t 0.015] [optim_t 0.416] [lr 0.000890] [CE 3.670 (4.066)] [KD 2.131 (2.489)] +2024-10-19 05:04:19,834 - Train: 63.82% [798400/1251000] [638.2/1000.0] [batch_t 0.471 (0.427)] [data_t 0.015] [optim_t 0.456] [lr 0.000890] [CE 4.442 (4.012)] [KD 2.542 (2.450)] +2024-10-19 05:04:40,874 - Train: 63.82% [798450/1251000] [638.2/1000.0] [batch_t 0.392 (0.421)] [data_t 0.016] [optim_t 0.376] [lr 0.000890] [CE 4.280 (4.041)] [KD 2.641 (2.501)] +2024-10-19 05:05:02,784 - Train: 63.83% [798500/1251000] [638.3/1000.0] [batch_t 0.437 (0.438)] [data_t 0.015] [optim_t 0.422] [lr 0.000890] [CE 3.718 (4.008)] [KD 2.396 (2.454)] +2024-10-19 05:05:24,386 - Train: 63.83% [798550/1251000] [638.3/1000.0] [batch_t 0.434 (0.432)] [data_t 0.016] [optim_t 0.419] [lr 0.000890] [CE 3.874 (4.045)] [KD 2.369 (2.485)] +2024-10-19 05:05:45,428 - Train: 63.84% [798600/1251000] [638.4/1000.0] [batch_t 0.417 (0.421)] [data_t 0.016] [optim_t 0.401] [lr 0.000890] [CE 4.012 (4.090)] [KD 2.393 (2.475)] +2024-10-19 05:06:06,883 - Train: 63.84% [798650/1251000] [638.4/1000.0] [batch_t 0.430 (0.429)] [data_t 0.016] [optim_t 0.414] [lr 0.000889] [CE 4.307 (4.032)] [KD 2.532 (2.473)] +2024-10-19 05:06:28,473 - Train: 63.84% [798700/1251000] [638.4/1000.0] [batch_t 0.398 (0.432)] [data_t 0.015] [optim_t 0.382] [lr 0.000889] [CE 4.364 (3.945)] [KD 2.661 (2.484)] +2024-10-19 05:06:50,072 - Train: 63.85% [798750/1251000] [638.5/1000.0] [batch_t 0.415 (0.432)] [data_t 0.015] [optim_t 0.399] [lr 0.000889] [CE 4.252 (4.055)] [KD 2.528 (2.491)] +2024-10-19 05:07:11,496 - Train: 63.85% [798800/1251000] [638.5/1000.0] [batch_t 0.406 (0.428)] [data_t 0.015] [optim_t 0.391] [lr 0.000889] [CE 4.057 (4.036)] [KD 2.333 (2.470)] +2024-10-19 05:07:32,778 - Train: 63.86% [798850/1251000] [638.6/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.344] [lr 0.000889] [CE 4.058 (4.057)] [KD 2.493 (2.481)] +2024-10-19 05:07:53,660 - Train: 63.86% [798900/1251000] [638.6/1000.0] [batch_t 0.500 (0.418)] [data_t 0.015] [optim_t 0.485] [lr 0.000889] [CE 3.231 (4.051)] [KD 2.168 (2.480)] +2024-10-19 05:08:15,078 - Train: 63.86% [798950/1251000] [638.6/1000.0] [batch_t 0.398 (0.428)] [data_t 0.015] [optim_t 0.383] [lr 0.000888] [CE 3.923 (4.063)] [KD 2.362 (2.530)] +2024-10-19 05:08:36,443 - Train: 63.87% [799000/1251000] [638.7/1000.0] [batch_t 0.393 (0.427)] [data_t 0.015] [optim_t 0.377] [lr 0.000888] [CE 4.197 (3.978)] [KD 2.727 (2.502)] +2024-10-19 05:08:58,271 - Train: 63.87% [799050/1251000] [638.7/1000.0] [batch_t 0.409 (0.436)] [data_t 0.015] [optim_t 0.394] [lr 0.000888] [CE 4.483 (4.081)] [KD 2.853 (2.540)] +2024-10-19 05:09:19,572 - Train: 63.88% [799100/1251000] [638.8/1000.0] [batch_t 0.436 (0.426)] [data_t 0.086] [optim_t 0.350] [lr 0.000888] [CE 3.884 (4.070)] [KD 2.389 (2.493)] +2024-10-19 05:09:41,744 - Train: 63.88% [799150/1251000] [638.8/1000.0] [batch_t 0.484 (0.443)] [data_t 0.138] [optim_t 0.346] [lr 0.000888] [CE 4.020 (4.075)] [KD 2.501 (2.479)] +2024-10-19 05:10:03,212 - Train: 63.88% [799200/1251000] [638.8/1000.0] [batch_t 0.437 (0.429)] [data_t 0.088] [optim_t 0.349] [lr 0.000888] [CE 4.136 (3.990)] [KD 2.554 (2.455)] +2024-10-19 05:10:25,090 - Train: 63.89% [799250/1251000] [638.9/1000.0] [batch_t 0.457 (0.437)] [data_t 0.115] [optim_t 0.342] [lr 0.000887] [CE 4.311 (4.020)] [KD 2.616 (2.449)] +2024-10-19 05:10:46,891 - Train: 63.89% [799300/1251000] [638.9/1000.0] [batch_t 0.458 (0.436)] [data_t 0.116] [optim_t 0.342] [lr 0.000887] [CE 4.108 (3.988)] [KD 2.605 (2.468)] +2024-10-19 05:11:08,661 - Train: 63.90% [799350/1251000] [639.0/1000.0] [batch_t 0.480 (0.435)] [data_t 0.136] [optim_t 0.344] [lr 0.000887] [CE 3.981 (4.046)] [KD 2.405 (2.494)] +2024-10-19 05:11:46,149 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 39724] [top5_cnt 47440] [top_all 50000] +2024-10-19 05:11:46,150 - net: 79.448 (94.880) +2024-10-19 05:12:07,167 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 40954] [top5_cnt 47974] [top_all 50000] +2024-10-19 05:12:07,168 - net_E: 81.908 (95.948) +2024-10-19 05:12:07,319 - Max [top1: 79.706 (epoch: 634)] [top1-ema: 81.984 (epoch: 636)] +2024-10-19 05:12:07,320 - ==> Total time: 4 days, 5:30:15 Eta: 2 days, 9:20:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 05:12:17,736 - Train: 63.90% [799400/1251000] [639.0/1000.0] [batch_t 0.362 (0.815)] [data_t 0.015] [optim_t 0.346] [lr 0.000887] [CE 3.628 (3.957)] [KD 2.274 (2.463)] +2024-10-19 05:12:38,544 - Train: 63.90% [799450/1251000] [639.0/1000.0] [batch_t 0.452 (0.416)] [data_t 0.015] [optim_t 0.436] [lr 0.000887] [CE 3.914 (4.007)] [KD 2.394 (2.452)] +2024-10-19 05:13:00,201 - Train: 63.91% [799500/1251000] [639.1/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.348] [lr 0.000887] [CE 4.401 (3.997)] [KD 2.553 (2.456)] +2024-10-19 05:13:21,429 - Train: 63.91% [799550/1251000] [639.1/1000.0] [batch_t 0.389 (0.424)] [data_t 0.015] [optim_t 0.373] [lr 0.000886] [CE 4.126 (4.023)] [KD 2.493 (2.457)] +2024-10-19 05:13:42,756 - Train: 63.92% [799600/1251000] [639.2/1000.0] [batch_t 0.427 (0.426)] [data_t 0.015] [optim_t 0.412] [lr 0.000886] [CE 3.467 (4.029)] [KD 2.293 (2.474)] +2024-10-19 05:14:03,251 - Train: 63.92% [799650/1251000] [639.2/1000.0] [batch_t 0.378 (0.410)] [data_t 0.015] [optim_t 0.363] [lr 0.000886] [CE 4.266 (3.945)] [KD 2.489 (2.439)] +2024-10-19 05:14:24,641 - Train: 63.92% [799700/1251000] [639.2/1000.0] [batch_t 0.389 (0.428)] [data_t 0.016] [optim_t 0.374] [lr 0.000886] [CE 3.226 (4.021)] [KD 2.154 (2.487)] +2024-10-19 05:14:46,412 - Train: 63.93% [799750/1251000] [639.3/1000.0] [batch_t 0.473 (0.435)] [data_t 0.016] [optim_t 0.458] [lr 0.000886] [CE 4.542 (4.054)] [KD 2.699 (2.472)] +2024-10-19 05:15:07,911 - Train: 63.93% [799800/1251000] [639.3/1000.0] [batch_t 0.421 (0.430)] [data_t 0.015] [optim_t 0.405] [lr 0.000886] [CE 3.468 (3.958)] [KD 2.044 (2.424)] +2024-10-19 05:15:29,696 - Train: 63.94% [799850/1251000] [639.4/1000.0] [batch_t 0.357 (0.436)] [data_t 0.016] [optim_t 0.341] [lr 0.000885] [CE 4.289 (3.955)] [KD 2.741 (2.425)] +2024-10-19 05:15:51,471 - Train: 63.94% [799900/1251000] [639.4/1000.0] [batch_t 0.839 (0.435)] [data_t 0.015] [optim_t 0.823] [lr 0.000885] [CE 3.942 (3.989)] [KD 2.432 (2.447)] +2024-10-19 05:16:12,781 - Train: 63.94% [799950/1251000] [639.4/1000.0] [batch_t 0.402 (0.426)] [data_t 0.016] [optim_t 0.386] [lr 0.000885] [CE 3.932 (4.029)] [KD 2.373 (2.479)] +2024-10-19 05:16:34,607 - Train: 63.95% [800000/1251000] [639.5/1000.0] [batch_t 0.443 (0.436)] [data_t 0.015] [optim_t 0.428] [lr 0.000885] [CE 3.859 (3.991)] [KD 2.243 (2.437)] +2024-10-19 05:16:55,900 - Train: 63.95% [800050/1251000] [639.5/1000.0] [batch_t 0.369 (0.426)] [data_t 0.015] [optim_t 0.354] [lr 0.000885] [CE 4.102 (4.051)] [KD 2.763 (2.507)] +2024-10-19 05:17:17,381 - Train: 63.96% [800100/1251000] [639.6/1000.0] [batch_t 0.363 (0.430)] [data_t 0.015] [optim_t 0.348] [lr 0.000885] [CE 3.156 (4.037)] [KD 2.200 (2.496)] +2024-10-19 05:17:37,926 - Train: 63.96% [800150/1251000] [639.6/1000.0] [batch_t 0.386 (0.411)] [data_t 0.015] [optim_t 0.371] [lr 0.000884] [CE 4.085 (3.982)] [KD 2.541 (2.426)] +2024-10-19 05:17:58,523 - Train: 63.96% [800200/1251000] [639.6/1000.0] [batch_t 0.403 (0.412)] [data_t 0.015] [optim_t 0.388] [lr 0.000884] [CE 3.854 (3.975)] [KD 2.335 (2.441)] +2024-10-19 05:18:19,853 - Train: 63.97% [800250/1251000] [639.7/1000.0] [batch_t 0.385 (0.427)] [data_t 0.015] [optim_t 0.370] [lr 0.000884] [CE 3.923 (4.061)] [KD 2.431 (2.505)] +2024-10-19 05:18:40,950 - Train: 63.97% [800300/1251000] [639.7/1000.0] [batch_t 0.407 (0.422)] [data_t 0.015] [optim_t 0.392] [lr 0.000884] [CE 4.263 (4.045)] [KD 2.539 (2.532)] +2024-10-19 05:19:02,639 - Train: 63.98% [800350/1251000] [639.8/1000.0] [batch_t 0.423 (0.434)] [data_t 0.015] [optim_t 0.408] [lr 0.000884] [CE 3.818 (4.052)] [KD 2.469 (2.523)] +2024-10-19 05:19:24,476 - Train: 63.98% [800400/1251000] [639.8/1000.0] [batch_t 0.421 (0.437)] [data_t 0.015] [optim_t 0.406] [lr 0.000884] [CE 3.862 (4.054)] [KD 2.406 (2.488)] +2024-10-19 05:19:45,442 - Train: 63.98% [800450/1251000] [639.8/1000.0] [batch_t 0.403 (0.419)] [data_t 0.015] [optim_t 0.388] [lr 0.000883] [CE 4.375 (4.025)] [KD 2.793 (2.475)] +2024-10-19 05:20:06,468 - Train: 63.99% [800500/1251000] [639.9/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.000883] [CE 4.033 (4.009)] [KD 2.515 (2.493)] +2024-10-19 05:20:28,353 - Train: 63.99% [800550/1251000] [639.9/1000.0] [batch_t 0.457 (0.438)] [data_t 0.015] [optim_t 0.442] [lr 0.000883] [CE 4.052 (3.991)] [KD 2.518 (2.478)] +2024-10-19 05:20:50,201 - Train: 64.00% [800600/1251000] [640.0/1000.0] [batch_t 0.408 (0.437)] [data_t 0.015] [optim_t 0.392] [lr 0.000883] [CE 4.218 (4.040)] [KD 2.644 (2.482)] +2024-10-19 05:21:28,564 - Test (net): 100.00% [50/50] [batch_t 0.164 (0.430)] [top1_cnt 39775] [top5_cnt 47489] [top_all 50000] +2024-10-19 05:21:28,565 - net: 79.550 (94.978) +2024-10-19 05:21:49,274 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.407)] [top1_cnt 40991] [top5_cnt 47970] [top_all 50000] +2024-10-19 05:21:49,275 - net_E: 81.982 (95.940) +2024-10-19 05:21:49,453 - Max [top1: 79.706 (epoch: 634)] [top1-ema: 81.984 (epoch: 636)] +2024-10-19 05:21:49,454 - ==> Total time: 4 days, 5:39:58 Eta: 2 days, 9:11:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 05:21:59,284 - Train: 64.00% [800650/1251000] [640.0/1000.0] [batch_t 0.441 (0.827)] [data_t 0.099] [optim_t 0.342] [lr 0.000883] [CE 3.915 (4.079)] [KD 2.372 (2.501)] +2024-10-19 05:22:19,704 - Train: 64.00% [800700/1251000] [640.0/1000.0] [batch_t 0.363 (0.408)] [data_t 0.016] [optim_t 0.347] [lr 0.000883] [CE 4.049 (4.105)] [KD 2.596 (2.493)] +2024-10-19 05:22:39,498 - Train: 64.01% [800750/1251000] [640.1/1000.0] [batch_t 0.411 (0.396)] [data_t 0.067] [optim_t 0.343] [lr 0.000882] [CE 3.468 (4.033)] [KD 2.103 (2.481)] +2024-10-19 05:23:00,156 - Train: 64.01% [800800/1251000] [640.1/1000.0] [batch_t 0.419 (0.413)] [data_t 0.016] [optim_t 0.403] [lr 0.000882] [CE 3.807 (4.003)] [KD 2.325 (2.467)] +2024-10-19 05:23:21,631 - Train: 64.02% [800850/1251000] [640.2/1000.0] [batch_t 0.549 (0.429)] [data_t 0.015] [optim_t 0.533] [lr 0.000882] [CE 3.368 (3.947)] [KD 2.148 (2.463)] +2024-10-19 05:23:43,556 - Train: 64.02% [800900/1251000] [640.2/1000.0] [batch_t 0.399 (0.438)] [data_t 0.015] [optim_t 0.383] [lr 0.000882] [CE 4.342 (4.037)] [KD 2.639 (2.496)] +2024-10-19 05:24:04,235 - Train: 64.02% [800950/1251000] [640.2/1000.0] [batch_t 0.367 (0.413)] [data_t 0.016] [optim_t 0.352] [lr 0.000882] [CE 3.825 (4.008)] [KD 2.302 (2.485)] +2024-10-19 05:24:25,696 - Train: 64.03% [801000/1251000] [640.3/1000.0] [batch_t 0.408 (0.429)] [data_t 0.015] [optim_t 0.393] [lr 0.000882] [CE 3.992 (4.016)] [KD 2.626 (2.438)] +2024-10-19 05:24:47,193 - Train: 64.03% [801050/1251000] [640.3/1000.0] [batch_t 0.410 (0.430)] [data_t 0.015] [optim_t 0.394] [lr 0.000881] [CE 4.276 (3.948)] [KD 2.707 (2.447)] +2024-10-19 05:25:09,281 - Train: 64.04% [801100/1251000] [640.4/1000.0] [batch_t 0.394 (0.442)] [data_t 0.015] [optim_t 0.379] [lr 0.000881] [CE 3.849 (3.969)] [KD 2.405 (2.444)] +2024-10-19 05:25:30,246 - Train: 64.04% [801150/1251000] [640.4/1000.0] [batch_t 0.362 (0.419)] [data_t 0.015] [optim_t 0.346] [lr 0.000881] [CE 3.947 (4.003)] [KD 2.550 (2.476)] +2024-10-19 05:25:51,509 - Train: 64.04% [801200/1251000] [640.4/1000.0] [batch_t 0.375 (0.425)] [data_t 0.016] [optim_t 0.360] [lr 0.000881] [CE 4.120 (4.100)] [KD 2.544 (2.553)] +2024-10-19 05:26:12,338 - Train: 64.05% [801250/1251000] [640.5/1000.0] [batch_t 0.403 (0.416)] [data_t 0.015] [optim_t 0.388] [lr 0.000881] [CE 4.033 (3.938)] [KD 2.459 (2.441)] +2024-10-19 05:26:32,944 - Train: 64.05% [801300/1251000] [640.5/1000.0] [batch_t 0.368 (0.412)] [data_t 0.015] [optim_t 0.353] [lr 0.000880] [CE 4.428 (4.048)] [KD 2.824 (2.470)] +2024-10-19 05:26:52,574 - Train: 64.06% [801350/1251000] [640.6/1000.0] [batch_t 0.417 (0.392)] [data_t 0.015] [optim_t 0.401] [lr 0.000880] [CE 4.035 (4.033)] [KD 2.398 (2.507)] +2024-10-19 05:27:13,978 - Train: 64.06% [801400/1251000] [640.6/1000.0] [batch_t 0.441 (0.428)] [data_t 0.015] [optim_t 0.426] [lr 0.000880] [CE 4.002 (4.099)] [KD 2.361 (2.510)] +2024-10-19 05:27:35,322 - Train: 64.06% [801450/1251000] [640.6/1000.0] [batch_t 0.383 (0.427)] [data_t 0.016] [optim_t 0.367] [lr 0.000880] [CE 3.947 (4.042)] [KD 2.391 (2.489)] +2024-10-19 05:27:56,470 - Train: 64.07% [801500/1251000] [640.7/1000.0] [batch_t 0.403 (0.423)] [data_t 0.015] [optim_t 0.388] [lr 0.000880] [CE 3.694 (3.960)] [KD 2.416 (2.446)] +2024-10-19 05:28:17,843 - Train: 64.07% [801550/1251000] [640.7/1000.0] [batch_t 0.427 (0.427)] [data_t 0.015] [optim_t 0.412] [lr 0.000880] [CE 3.433 (4.018)] [KD 2.151 (2.479)] +2024-10-19 05:28:39,416 - Train: 64.08% [801600/1251000] [640.8/1000.0] [batch_t 0.404 (0.431)] [data_t 0.015] [optim_t 0.388] [lr 0.000879] [CE 3.806 (3.986)] [KD 2.332 (2.481)] +2024-10-19 05:29:01,020 - Train: 64.08% [801650/1251000] [640.8/1000.0] [batch_t 0.469 (0.432)] [data_t 0.016] [optim_t 0.453] [lr 0.000879] [CE 4.004 (4.005)] [KD 2.574 (2.489)] +2024-10-19 05:29:22,277 - Train: 64.08% [801700/1251000] [640.8/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.346] [lr 0.000879] [CE 3.413 (3.939)] [KD 2.296 (2.441)] +2024-10-19 05:29:43,712 - Train: 64.09% [801750/1251000] [640.9/1000.0] [batch_t 0.363 (0.429)] [data_t 0.016] [optim_t 0.347] [lr 0.000879] [CE 3.692 (4.021)] [KD 2.254 (2.493)] +2024-10-19 05:30:04,479 - Train: 64.09% [801800/1251000] [640.9/1000.0] [batch_t 0.418 (0.415)] [data_t 0.015] [optim_t 0.403] [lr 0.000879] [CE 3.673 (3.983)] [KD 2.268 (2.483)] +2024-10-19 05:30:25,967 - Train: 64.10% [801850/1251000] [641.0/1000.0] [batch_t 0.361 (0.430)] [data_t 0.015] [optim_t 0.346] [lr 0.000879] [CE 3.870 (4.042)] [KD 2.319 (2.493)] +2024-10-19 05:31:03,740 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 39600] [top5_cnt 47349] [top_all 50000] +2024-10-19 05:31:03,741 - net: 79.200 (94.698) +2024-10-19 05:31:25,106 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41003] [top5_cnt 47992] [top_all 50000] +2024-10-19 05:31:25,107 - net_E: 82.006 (95.984) +2024-10-19 05:31:25,262 - Max [top1: 79.706 (epoch: 634)] [top1-ema: 82.006 (epoch: 641)] +2024-10-19 05:31:25,262 - ==> Total time: 4 days, 5:49:33 Eta: 2 days, 9:01:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 05:31:35,552 - Train: 64.10% [801900/1251000] [641.0/1000.0] [batch_t 0.360 (0.647)] [data_t 0.015] [optim_t 0.344] [lr 0.000878] [CE 4.290 (4.156)] [KD 2.732 (2.519)] +2024-10-19 05:31:54,873 - Train: 64.10% [801950/1251000] [641.0/1000.0] [batch_t 0.360 (0.386)] [data_t 0.015] [optim_t 0.344] [lr 0.000878] [CE 4.167 (3.969)] [KD 2.521 (2.470)] +2024-10-19 05:32:16,248 - Train: 64.11% [802000/1251000] [641.1/1000.0] [batch_t 0.358 (0.427)] [data_t 0.015] [optim_t 0.343] [lr 0.000878] [CE 4.285 (3.969)] [KD 2.456 (2.439)] +2024-10-19 05:32:38,060 - Train: 64.11% [802050/1251000] [641.1/1000.0] [batch_t 0.416 (0.436)] [data_t 0.015] [optim_t 0.400] [lr 0.000878] [CE 4.158 (4.029)] [KD 2.515 (2.479)] +2024-10-19 05:32:59,996 - Train: 64.12% [802100/1251000] [641.2/1000.0] [batch_t 0.413 (0.439)] [data_t 0.015] [optim_t 0.397] [lr 0.000878] [CE 3.457 (4.034)] [KD 2.203 (2.473)] +2024-10-19 05:33:21,744 - Train: 64.12% [802150/1251000] [641.2/1000.0] [batch_t 0.452 (0.435)] [data_t 0.015] [optim_t 0.436] [lr 0.000878] [CE 3.727 (4.017)] [KD 2.542 (2.454)] +2024-10-19 05:33:43,053 - Train: 64.12% [802200/1251000] [641.2/1000.0] [batch_t 0.420 (0.426)] [data_t 0.015] [optim_t 0.405] [lr 0.000877] [CE 3.761 (4.016)] [KD 2.295 (2.479)] +2024-10-19 05:34:04,512 - Train: 64.13% [802250/1251000] [641.3/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.000877] [CE 3.859 (3.948)] [KD 2.320 (2.437)] +2024-10-19 05:34:26,432 - Train: 64.13% [802300/1251000] [641.3/1000.0] [batch_t 0.776 (0.438)] [data_t 0.015] [optim_t 0.761] [lr 0.000877] [CE 4.108 (4.030)] [KD 2.395 (2.502)] +2024-10-19 05:34:47,315 - Train: 64.14% [802350/1251000] [641.4/1000.0] [batch_t 0.446 (0.418)] [data_t 0.015] [optim_t 0.430] [lr 0.000877] [CE 4.369 (4.021)] [KD 2.616 (2.499)] +2024-10-19 05:35:08,520 - Train: 64.14% [802400/1251000] [641.4/1000.0] [batch_t 0.402 (0.424)] [data_t 0.015] [optim_t 0.387] [lr 0.000877] [CE 3.841 (4.095)] [KD 2.435 (2.494)] +2024-10-19 05:35:29,763 - Train: 64.14% [802450/1251000] [641.4/1000.0] [batch_t 0.523 (0.425)] [data_t 0.016] [optim_t 0.507] [lr 0.000877] [CE 3.982 (4.028)] [KD 2.263 (2.497)] +2024-10-19 05:35:50,889 - Train: 64.15% [802500/1251000] [641.5/1000.0] [batch_t 0.456 (0.422)] [data_t 0.015] [optim_t 0.440] [lr 0.000876] [CE 3.946 (3.982)] [KD 2.430 (2.458)] +2024-10-19 05:36:12,469 - Train: 64.15% [802550/1251000] [641.5/1000.0] [batch_t 0.433 (0.431)] [data_t 0.015] [optim_t 0.418] [lr 0.000876] [CE 3.509 (3.978)] [KD 2.348 (2.425)] +2024-10-19 05:36:34,800 - Train: 64.16% [802600/1251000] [641.6/1000.0] [batch_t 0.470 (0.447)] [data_t 0.015] [optim_t 0.454] [lr 0.000876] [CE 4.150 (3.984)] [KD 2.315 (2.472)] +2024-10-19 05:36:56,747 - Train: 64.16% [802650/1251000] [641.6/1000.0] [batch_t 0.418 (0.439)] [data_t 0.015] [optim_t 0.402] [lr 0.000876] [CE 4.478 (4.074)] [KD 2.590 (2.493)] +2024-10-19 05:37:18,896 - Train: 64.16% [802700/1251000] [641.6/1000.0] [batch_t 0.449 (0.443)] [data_t 0.015] [optim_t 0.434] [lr 0.000876] [CE 4.214 (3.957)] [KD 2.520 (2.448)] +2024-10-19 05:37:40,275 - Train: 64.17% [802750/1251000] [641.7/1000.0] [batch_t 0.382 (0.428)] [data_t 0.015] [optim_t 0.367] [lr 0.000876] [CE 4.308 (4.056)] [KD 2.499 (2.485)] +2024-10-19 05:38:01,027 - Train: 64.17% [802800/1251000] [641.7/1000.0] [batch_t 0.371 (0.415)] [data_t 0.015] [optim_t 0.356] [lr 0.000875] [CE 3.966 (3.967)] [KD 2.330 (2.442)] +2024-10-19 05:38:22,800 - Train: 64.18% [802850/1251000] [641.8/1000.0] [batch_t 0.404 (0.435)] [data_t 0.015] [optim_t 0.389] [lr 0.000875] [CE 4.178 (4.000)] [KD 2.620 (2.456)] +2024-10-19 05:38:44,965 - Train: 64.18% [802900/1251000] [641.8/1000.0] [batch_t 0.410 (0.443)] [data_t 0.015] [optim_t 0.395] [lr 0.000875] [CE 4.299 (3.940)] [KD 2.493 (2.414)] +2024-10-19 05:39:06,021 - Train: 64.18% [802950/1251000] [641.8/1000.0] [batch_t 0.365 (0.421)] [data_t 0.015] [optim_t 0.350] [lr 0.000875] [CE 4.166 (3.998)] [KD 2.537 (2.432)] +2024-10-19 05:39:26,759 - Train: 64.19% [803000/1251000] [641.9/1000.0] [batch_t 0.442 (0.415)] [data_t 0.016] [optim_t 0.426] [lr 0.000875] [CE 4.059 (4.039)] [KD 2.403 (2.445)] +2024-10-19 05:39:48,189 - Train: 64.19% [803050/1251000] [641.9/1000.0] [batch_t 0.432 (0.429)] [data_t 0.015] [optim_t 0.416] [lr 0.000875] [CE 3.951 (3.951)] [KD 2.350 (2.425)] +2024-10-19 05:40:10,447 - Train: 64.20% [803100/1251000] [642.0/1000.0] [batch_t 0.443 (0.445)] [data_t 0.015] [optim_t 0.428] [lr 0.000874] [CE 4.232 (3.948)] [KD 2.611 (2.454)] +2024-10-19 05:40:49,559 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 39744] [top5_cnt 47408] [top_all 50000] +2024-10-19 05:40:49,559 - net: 79.488 (94.816) +2024-10-19 05:41:11,389 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41035] [top5_cnt 47976] [top_all 50000] +2024-10-19 05:41:11,389 - net_E: 82.070 (95.952) +2024-10-19 05:41:11,545 - Max [top1: 79.706 (epoch: 634)] [top1-ema: 82.070 (epoch: 642)] +2024-10-19 05:41:11,545 - ==> Total time: 4 days, 5:59:20 Eta: 2 days, 8:52:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 05:41:22,257 - Train: 64.20% [803150/1251000] [642.0/1000.0] [batch_t 0.364 (0.782)] [data_t 0.015] [optim_t 0.349] [lr 0.000874] [CE 4.173 (4.069)] [KD 2.484 (2.493)] +2024-10-19 05:41:42,302 - Train: 64.20% [803200/1251000] [642.0/1000.0] [batch_t 0.429 (0.401)] [data_t 0.016] [optim_t 0.414] [lr 0.000874] [CE 4.022 (4.031)] [KD 2.430 (2.487)] +2024-10-19 05:42:04,660 - Train: 64.21% [803250/1251000] [642.1/1000.0] [batch_t 0.478 (0.447)] [data_t 0.015] [optim_t 0.463] [lr 0.000874] [CE 3.689 (4.057)] [KD 2.142 (2.475)] +2024-10-19 05:42:27,067 - Train: 64.21% [803300/1251000] [642.1/1000.0] [batch_t 0.438 (0.448)] [data_t 0.015] [optim_t 0.422] [lr 0.000874] [CE 3.765 (4.013)] [KD 2.201 (2.456)] +2024-10-19 05:42:49,601 - Train: 64.22% [803350/1251000] [642.2/1000.0] [batch_t 0.425 (0.451)] [data_t 0.015] [optim_t 0.409] [lr 0.000874] [CE 3.643 (4.033)] [KD 2.499 (2.506)] +2024-10-19 05:43:11,798 - Train: 64.22% [803400/1251000] [642.2/1000.0] [batch_t 0.445 (0.444)] [data_t 0.016] [optim_t 0.429] [lr 0.000873] [CE 4.541 (4.037)] [KD 2.720 (2.478)] +2024-10-19 05:43:34,119 - Train: 64.22% [803450/1251000] [642.2/1000.0] [batch_t 0.364 (0.446)] [data_t 0.016] [optim_t 0.348] [lr 0.000873] [CE 3.991 (3.979)] [KD 2.345 (2.433)] +2024-10-19 05:43:54,371 - Train: 64.23% [803500/1251000] [642.3/1000.0] [batch_t 0.418 (0.405)] [data_t 0.015] [optim_t 0.402] [lr 0.000873] [CE 4.095 (3.913)] [KD 2.422 (2.394)] +2024-10-19 05:44:16,272 - Train: 64.23% [803550/1251000] [642.3/1000.0] [batch_t 0.469 (0.438)] [data_t 0.122] [optim_t 0.347] [lr 0.000873] [CE 4.093 (4.089)] [KD 2.440 (2.484)] +2024-10-19 05:44:38,428 - Train: 64.24% [803600/1251000] [642.4/1000.0] [batch_t 0.462 (0.443)] [data_t 0.015] [optim_t 0.447] [lr 0.000873] [CE 3.335 (3.969)] [KD 2.242 (2.463)] +2024-10-19 05:45:00,317 - Train: 64.24% [803650/1251000] [642.4/1000.0] [batch_t 0.504 (0.438)] [data_t 0.161] [optim_t 0.343] [lr 0.000873] [CE 3.798 (3.920)] [KD 2.463 (2.427)] +2024-10-19 05:45:22,378 - Train: 64.24% [803700/1251000] [642.4/1000.0] [batch_t 0.486 (0.441)] [data_t 0.146] [optim_t 0.340] [lr 0.000872] [CE 3.972 (3.964)] [KD 2.353 (2.426)] +2024-10-19 05:45:43,919 - Train: 64.25% [803750/1251000] [642.5/1000.0] [batch_t 0.368 (0.431)] [data_t 0.015] [optim_t 0.353] [lr 0.000872] [CE 4.050 (4.109)] [KD 2.494 (2.498)] +2024-10-19 05:46:04,720 - Train: 64.25% [803800/1251000] [642.5/1000.0] [batch_t 0.421 (0.416)] [data_t 0.078] [optim_t 0.342] [lr 0.000872] [CE 3.782 (4.023)] [KD 2.422 (2.467)] +2024-10-19 05:46:26,575 - Train: 64.26% [803850/1251000] [642.6/1000.0] [batch_t 0.457 (0.437)] [data_t 0.015] [optim_t 0.441] [lr 0.000872] [CE 4.097 (3.985)] [KD 2.363 (2.441)] +2024-10-19 05:46:48,650 - Train: 64.26% [803900/1251000] [642.6/1000.0] [batch_t 0.408 (0.441)] [data_t 0.015] [optim_t 0.392] [lr 0.000872] [CE 4.599 (3.970)] [KD 2.806 (2.453)] +2024-10-19 05:47:10,643 - Train: 64.26% [803950/1251000] [642.6/1000.0] [batch_t 0.456 (0.440)] [data_t 0.016] [optim_t 0.440] [lr 0.000872] [CE 3.364 (3.949)] [KD 2.260 (2.459)] +2024-10-19 05:47:33,021 - Train: 64.27% [804000/1251000] [642.7/1000.0] [batch_t 0.435 (0.447)] [data_t 0.015] [optim_t 0.420] [lr 0.000871] [CE 3.989 (4.008)] [KD 2.429 (2.419)] +2024-10-19 05:47:55,138 - Train: 64.27% [804050/1251000] [642.7/1000.0] [batch_t 0.542 (0.442)] [data_t 0.015] [optim_t 0.526] [lr 0.000871] [CE 3.852 (3.976)] [KD 2.362 (2.452)] +2024-10-19 05:48:15,612 - Train: 64.28% [804100/1251000] [642.8/1000.0] [batch_t 0.361 (0.409)] [data_t 0.015] [optim_t 0.346] [lr 0.000871] [CE 3.370 (3.983)] [KD 2.100 (2.431)] +2024-10-19 05:48:36,675 - Train: 64.28% [804150/1251000] [642.8/1000.0] [batch_t 0.518 (0.421)] [data_t 0.015] [optim_t 0.503] [lr 0.000871] [CE 4.017 (3.925)] [KD 2.527 (2.438)] +2024-10-19 05:48:58,058 - Train: 64.28% [804200/1251000] [642.8/1000.0] [batch_t 0.401 (0.428)] [data_t 0.015] [optim_t 0.386] [lr 0.000871] [CE 4.187 (3.999)] [KD 2.333 (2.439)] +2024-10-19 05:49:19,842 - Train: 64.29% [804250/1251000] [642.9/1000.0] [batch_t 0.427 (0.436)] [data_t 0.015] [optim_t 0.412] [lr 0.000871] [CE 4.098 (4.044)] [KD 2.397 (2.491)] +2024-10-19 05:49:41,076 - Train: 64.29% [804300/1251000] [642.9/1000.0] [batch_t 0.420 (0.425)] [data_t 0.015] [optim_t 0.404] [lr 0.000870] [CE 3.975 (3.994)] [KD 2.488 (2.462)] +2024-10-19 05:50:02,037 - Train: 64.30% [804350/1251000] [643.0/1000.0] [batch_t 0.431 (0.419)] [data_t 0.015] [optim_t 0.415] [lr 0.000870] [CE 4.281 (3.989)] [KD 2.561 (2.459)] +2024-10-19 05:50:43,893 - Test (net): 100.00% [50/50] [batch_t 0.131 (0.481)] [top1_cnt 39814] [top5_cnt 47518] [top_all 50000] +2024-10-19 05:50:43,894 - net: 79.628 (95.036) +2024-10-19 05:51:06,013 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41031] [top5_cnt 47961] [top_all 50000] +2024-10-19 05:51:06,013 - net_E: 82.062 (95.922) +2024-10-19 05:51:06,171 - Max [top1: 79.706 (epoch: 634)] [top1-ema: 82.070 (epoch: 642)] +2024-10-19 05:51:06,172 - ==> Total time: 4 days, 6:09:14 Eta: 2 days, 8:43:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 05:51:15,413 - Train: 64.30% [804400/1251000] [643.0/1000.0] [batch_t 0.362 (1.081)] [data_t 0.015] [optim_t 0.346] [lr 0.000870] [CE 3.794 (3.895)] [KD 2.460 (2.446)] +2024-10-19 05:51:35,029 - Train: 64.30% [804450/1251000] [643.0/1000.0] [batch_t 0.406 (0.392)] [data_t 0.058] [optim_t 0.347] [lr 0.000870] [CE 3.959 (4.036)] [KD 2.473 (2.460)] +2024-10-19 05:51:55,738 - Train: 64.31% [804500/1251000] [643.1/1000.0] [batch_t 0.364 (0.414)] [data_t 0.015] [optim_t 0.349] [lr 0.000870] [CE 4.152 (3.994)] [KD 2.395 (2.404)] +2024-10-19 05:52:16,650 - Train: 64.31% [804550/1251000] [643.1/1000.0] [batch_t 0.397 (0.418)] [data_t 0.050] [optim_t 0.347] [lr 0.000870] [CE 3.397 (3.981)] [KD 2.040 (2.439)] +2024-10-19 05:52:37,667 - Train: 64.32% [804600/1251000] [643.2/1000.0] [batch_t 0.419 (0.420)] [data_t 0.071] [optim_t 0.347] [lr 0.000869] [CE 4.111 (4.016)] [KD 2.431 (2.446)] +2024-10-19 05:52:59,195 - Train: 64.32% [804650/1251000] [643.2/1000.0] [batch_t 0.489 (0.430)] [data_t 0.147] [optim_t 0.342] [lr 0.000869] [CE 3.803 (3.990)] [KD 2.232 (2.437)] +2024-10-19 05:53:20,976 - Train: 64.32% [804700/1251000] [643.2/1000.0] [batch_t 0.474 (0.436)] [data_t 0.130] [optim_t 0.345] [lr 0.000869] [CE 3.859 (3.962)] [KD 2.324 (2.407)] +2024-10-19 05:53:42,819 - Train: 64.33% [804750/1251000] [643.3/1000.0] [batch_t 0.397 (0.437)] [data_t 0.055] [optim_t 0.342] [lr 0.000869] [CE 4.103 (4.075)] [KD 2.433 (2.483)] +2024-10-19 05:54:03,856 - Train: 64.33% [804800/1251000] [643.3/1000.0] [batch_t 0.368 (0.421)] [data_t 0.015] [optim_t 0.353] [lr 0.000869] [CE 3.449 (4.012)] [KD 2.214 (2.503)] +2024-10-19 05:54:25,269 - Train: 64.34% [804850/1251000] [643.4/1000.0] [batch_t 0.450 (0.428)] [data_t 0.106] [optim_t 0.344] [lr 0.000869] [CE 4.375 (4.001)] [KD 2.659 (2.480)] +2024-10-19 05:54:46,575 - Train: 64.34% [804900/1251000] [643.4/1000.0] [batch_t 0.397 (0.426)] [data_t 0.055] [optim_t 0.342] [lr 0.000868] [CE 4.172 (3.937)] [KD 2.360 (2.419)] +2024-10-19 05:55:07,615 - Train: 64.34% [804950/1251000] [643.4/1000.0] [batch_t 0.385 (0.421)] [data_t 0.042] [optim_t 0.344] [lr 0.000868] [CE 4.340 (3.967)] [KD 2.551 (2.447)] +2024-10-19 05:55:29,276 - Train: 64.35% [805000/1251000] [643.5/1000.0] [batch_t 0.359 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.000868] [CE 3.844 (4.042)] [KD 2.578 (2.485)] +2024-10-19 05:55:51,139 - Train: 64.35% [805050/1251000] [643.5/1000.0] [batch_t 0.469 (0.437)] [data_t 0.015] [optim_t 0.454] [lr 0.000868] [CE 3.993 (4.016)] [KD 2.533 (2.488)] +2024-10-19 05:56:12,709 - Train: 64.36% [805100/1251000] [643.6/1000.0] [batch_t 0.362 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.000868] [CE 3.773 (3.957)] [KD 2.378 (2.450)] +2024-10-19 05:56:34,357 - Train: 64.36% [805150/1251000] [643.6/1000.0] [batch_t 0.468 (0.433)] [data_t 0.015] [optim_t 0.452] [lr 0.000868] [CE 3.584 (4.021)] [KD 2.253 (2.469)] +2024-10-19 05:56:55,733 - Train: 64.36% [805200/1251000] [643.6/1000.0] [batch_t 0.479 (0.427)] [data_t 0.015] [optim_t 0.463] [lr 0.000867] [CE 4.053 (4.065)] [KD 2.458 (2.524)] +2024-10-19 05:57:17,099 - Train: 64.37% [805250/1251000] [643.7/1000.0] [batch_t 0.370 (0.427)] [data_t 0.015] [optim_t 0.354] [lr 0.000867] [CE 3.617 (4.070)] [KD 2.298 (2.534)] +2024-10-19 05:57:38,351 - Train: 64.37% [805300/1251000] [643.7/1000.0] [batch_t 0.449 (0.425)] [data_t 0.015] [optim_t 0.434] [lr 0.000867] [CE 3.773 (4.037)] [KD 2.221 (2.452)] +2024-10-19 05:58:00,139 - Train: 64.38% [805350/1251000] [643.8/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.346] [lr 0.000867] [CE 3.958 (4.031)] [KD 2.538 (2.494)] +2024-10-19 05:58:21,791 - Train: 64.38% [805400/1251000] [643.8/1000.0] [batch_t 0.426 (0.433)] [data_t 0.015] [optim_t 0.410] [lr 0.000867] [CE 3.576 (3.920)] [KD 2.272 (2.405)] +2024-10-19 05:58:42,768 - Train: 64.38% [805450/1251000] [643.8/1000.0] [batch_t 0.427 (0.419)] [data_t 0.015] [optim_t 0.412] [lr 0.000867] [CE 4.198 (4.013)] [KD 2.513 (2.424)] +2024-10-19 05:59:04,410 - Train: 64.39% [805500/1251000] [643.9/1000.0] [batch_t 0.417 (0.433)] [data_t 0.015] [optim_t 0.402] [lr 0.000866] [CE 4.237 (4.031)] [KD 2.591 (2.483)] +2024-10-19 05:59:25,647 - Train: 64.39% [805550/1251000] [643.9/1000.0] [batch_t 0.368 (0.425)] [data_t 0.015] [optim_t 0.353] [lr 0.000866] [CE 4.337 (4.009)] [KD 2.614 (2.460)] +2024-10-19 05:59:47,265 - Train: 64.40% [805600/1251000] [644.0/1000.0] [batch_t 0.390 (0.432)] [data_t 0.015] [optim_t 0.375] [lr 0.000866] [CE 4.121 (4.021)] [KD 2.496 (2.488)] +2024-10-19 06:00:27,133 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 39763] [top5_cnt 47485] [top_all 50000] +2024-10-19 06:00:27,133 - net: 79.526 (94.970) +2024-10-19 06:00:48,486 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 41030] [top5_cnt 47963] [top_all 50000] +2024-10-19 06:00:48,486 - net_E: 82.060 (95.926) +2024-10-19 06:00:48,653 - Max [top1: 79.706 (epoch: 634)] [top1-ema: 82.070 (epoch: 642)] +2024-10-19 06:00:48,654 - ==> Total time: 4 days, 6:18:57 Eta: 2 days, 8:33:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 06:00:56,713 - Train: 64.40% [805650/1251000] [644.0/1000.0] [batch_t 0.361 (1.103)] [data_t 0.015] [optim_t 0.346] [lr 0.000866] [CE 3.233 (3.806)] [KD 2.096 (2.334)] +2024-10-19 06:01:17,324 - Train: 64.40% [805700/1251000] [644.0/1000.0] [batch_t 0.406 (0.412)] [data_t 0.015] [optim_t 0.391] [lr 0.000866] [CE 4.563 (3.989)] [KD 2.955 (2.441)] +2024-10-19 06:01:38,731 - Train: 64.41% [805750/1251000] [644.1/1000.0] [batch_t 0.453 (0.428)] [data_t 0.016] [optim_t 0.437] [lr 0.000866] [CE 3.767 (4.109)] [KD 2.365 (2.513)] +2024-10-19 06:02:00,203 - Train: 64.41% [805800/1251000] [644.1/1000.0] [batch_t 0.378 (0.429)] [data_t 0.016] [optim_t 0.363] [lr 0.000865] [CE 3.673 (3.982)] [KD 2.261 (2.438)] +2024-10-19 06:02:21,294 - Train: 64.42% [805850/1251000] [644.2/1000.0] [batch_t 0.477 (0.422)] [data_t 0.016] [optim_t 0.461] [lr 0.000865] [CE 3.907 (4.008)] [KD 2.205 (2.468)] +2024-10-19 06:02:42,240 - Train: 64.42% [805900/1251000] [644.2/1000.0] [batch_t 0.420 (0.419)] [data_t 0.016] [optim_t 0.405] [lr 0.000865] [CE 3.830 (4.050)] [KD 2.333 (2.497)] +2024-10-19 06:03:03,800 - Train: 64.42% [805950/1251000] [644.2/1000.0] [batch_t 0.409 (0.431)] [data_t 0.015] [optim_t 0.394] [lr 0.000865] [CE 3.975 (4.060)] [KD 2.307 (2.463)] +2024-10-19 06:03:25,227 - Train: 64.43% [806000/1251000] [644.3/1000.0] [batch_t 0.425 (0.428)] [data_t 0.015] [optim_t 0.410] [lr 0.000865] [CE 3.991 (3.978)] [KD 2.539 (2.440)] +2024-10-19 06:03:47,376 - Train: 64.43% [806050/1251000] [644.3/1000.0] [batch_t 0.439 (0.443)] [data_t 0.016] [optim_t 0.424] [lr 0.000865] [CE 3.512 (3.968)] [KD 2.196 (2.434)] +2024-10-19 06:04:08,434 - Train: 64.44% [806100/1251000] [644.4/1000.0] [batch_t 0.462 (0.421)] [data_t 0.015] [optim_t 0.446] [lr 0.000864] [CE 4.200 (3.954)] [KD 2.455 (2.440)] +2024-10-19 06:04:29,000 - Train: 64.44% [806150/1251000] [644.4/1000.0] [batch_t 0.485 (0.411)] [data_t 0.015] [optim_t 0.470] [lr 0.000864] [CE 4.310 (3.991)] [KD 2.599 (2.436)] +2024-10-19 06:04:49,892 - Train: 64.44% [806200/1251000] [644.4/1000.0] [batch_t 0.431 (0.418)] [data_t 0.015] [optim_t 0.416] [lr 0.000864] [CE 3.888 (4.019)] [KD 2.272 (2.468)] +2024-10-19 06:05:10,754 - Train: 64.45% [806250/1251000] [644.5/1000.0] [batch_t 0.362 (0.417)] [data_t 0.015] [optim_t 0.347] [lr 0.000864] [CE 4.243 (4.046)] [KD 2.483 (2.448)] +2024-10-19 06:05:32,412 - Train: 64.45% [806300/1251000] [644.5/1000.0] [batch_t 0.410 (0.433)] [data_t 0.016] [optim_t 0.395] [lr 0.000864] [CE 4.238 (4.027)] [KD 2.698 (2.458)] +2024-10-19 06:05:53,899 - Train: 64.46% [806350/1251000] [644.6/1000.0] [batch_t 0.364 (0.430)] [data_t 0.015] [optim_t 0.348] [lr 0.000864] [CE 4.282 (3.986)] [KD 2.588 (2.406)] +2024-10-19 06:06:14,359 - Train: 64.46% [806400/1251000] [644.6/1000.0] [batch_t 0.406 (0.409)] [data_t 0.015] [optim_t 0.391] [lr 0.000863] [CE 4.205 (4.009)] [KD 2.516 (2.455)] +2024-10-19 06:06:36,349 - Train: 64.46% [806450/1251000] [644.6/1000.0] [batch_t 0.442 (0.440)] [data_t 0.016] [optim_t 0.426] [lr 0.000863] [CE 4.110 (4.041)] [KD 2.687 (2.511)] +2024-10-19 06:06:58,563 - Train: 64.47% [806500/1251000] [644.7/1000.0] [batch_t 0.392 (0.444)] [data_t 0.016] [optim_t 0.376] [lr 0.000863] [CE 4.343 (4.010)] [KD 2.861 (2.480)] +2024-10-19 06:07:20,111 - Train: 64.47% [806550/1251000] [644.7/1000.0] [batch_t 0.458 (0.431)] [data_t 0.016] [optim_t 0.442] [lr 0.000863] [CE 3.802 (4.069)] [KD 2.335 (2.526)] +2024-10-19 06:07:42,017 - Train: 64.48% [806600/1251000] [644.8/1000.0] [batch_t 0.381 (0.438)] [data_t 0.015] [optim_t 0.366] [lr 0.000863] [CE 4.279 (4.014)] [KD 2.529 (2.468)] +2024-10-19 06:08:04,090 - Train: 64.48% [806650/1251000] [644.8/1000.0] [batch_t 0.447 (0.441)] [data_t 0.016] [optim_t 0.431] [lr 0.000863] [CE 4.081 (4.077)] [KD 2.457 (2.484)] +2024-10-19 06:08:26,194 - Train: 64.48% [806700/1251000] [644.8/1000.0] [batch_t 0.403 (0.442)] [data_t 0.015] [optim_t 0.388] [lr 0.000862] [CE 3.863 (4.004)] [KD 2.392 (2.452)] +2024-10-19 06:08:48,579 - Train: 64.49% [806750/1251000] [644.9/1000.0] [batch_t 0.463 (0.448)] [data_t 0.016] [optim_t 0.448] [lr 0.000862] [CE 4.119 (3.995)] [KD 2.488 (2.464)] +2024-10-19 06:09:10,450 - Train: 64.49% [806800/1251000] [644.9/1000.0] [batch_t 0.405 (0.437)] [data_t 0.016] [optim_t 0.390] [lr 0.000862] [CE 4.220 (4.071)] [KD 2.662 (2.500)] +2024-10-19 06:09:31,536 - Train: 64.50% [806850/1251000] [645.0/1000.0] [batch_t 0.456 (0.422)] [data_t 0.016] [optim_t 0.440] [lr 0.000862] [CE 3.384 (3.991)] [KD 2.096 (2.410)] +2024-10-19 06:10:11,954 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 39890] [top5_cnt 47496] [top_all 50000] +2024-10-19 06:10:11,954 - net: 79.780 (94.992) +2024-10-19 06:10:33,448 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41003] [top5_cnt 47951] [top_all 50000] +2024-10-19 06:10:33,448 - net_E: 82.006 (95.902) +2024-10-19 06:10:33,615 - Max [top1: 79.780 (epoch: 645)] [top1-ema: 82.070 (epoch: 642)] +2024-10-19 06:10:33,615 - ==> Total time: 4 days, 6:28:42 Eta: 2 days, 8:24:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 06:10:43,192 - Train: 64.50% [806900/1251000] [645.0/1000.0] [batch_t 0.360 (0.885)] [data_t 0.015] [optim_t 0.344] [lr 0.000862] [CE 4.576 (4.165)] [KD 2.679 (2.501)] +2024-10-19 06:11:02,343 - Train: 64.50% [806950/1251000] [645.0/1000.0] [batch_t 0.367 (0.383)] [data_t 0.015] [optim_t 0.351] [lr 0.000862] [CE 3.901 (3.998)] [KD 2.519 (2.436)] +2024-10-19 06:11:24,549 - Train: 64.51% [807000/1251000] [645.1/1000.0] [batch_t 0.421 (0.444)] [data_t 0.015] [optim_t 0.406] [lr 0.000861] [CE 4.393 (3.910)] [KD 2.700 (2.391)] +2024-10-19 06:11:45,852 - Train: 64.51% [807050/1251000] [645.1/1000.0] [batch_t 0.433 (0.426)] [data_t 0.015] [optim_t 0.417] [lr 0.000861] [CE 4.127 (3.948)] [KD 2.506 (2.439)] +2024-10-19 06:12:07,407 - Train: 64.52% [807100/1251000] [645.2/1000.0] [batch_t 0.439 (0.431)] [data_t 0.016] [optim_t 0.423] [lr 0.000861] [CE 4.034 (4.016)] [KD 2.529 (2.455)] +2024-10-19 06:12:28,699 - Train: 64.52% [807150/1251000] [645.2/1000.0] [batch_t 0.413 (0.426)] [data_t 0.015] [optim_t 0.398] [lr 0.000861] [CE 4.139 (3.990)] [KD 2.462 (2.444)] +2024-10-19 06:12:50,377 - Train: 64.52% [807200/1251000] [645.2/1000.0] [batch_t 0.431 (0.433)] [data_t 0.015] [optim_t 0.415] [lr 0.000861] [CE 3.708 (3.994)] [KD 2.411 (2.463)] +2024-10-19 06:13:11,735 - Train: 64.53% [807250/1251000] [645.3/1000.0] [batch_t 0.359 (0.427)] [data_t 0.016] [optim_t 0.344] [lr 0.000861] [CE 4.387 (3.925)] [KD 2.645 (2.403)] +2024-10-19 06:13:32,019 - Train: 64.53% [807300/1251000] [645.3/1000.0] [batch_t 0.361 (0.406)] [data_t 0.016] [optim_t 0.346] [lr 0.000860] [CE 4.068 (4.030)] [KD 2.524 (2.469)] +2024-10-19 06:13:52,765 - Train: 64.54% [807350/1251000] [645.4/1000.0] [batch_t 0.455 (0.415)] [data_t 0.015] [optim_t 0.439] [lr 0.000860] [CE 4.035 (4.058)] [KD 2.471 (2.466)] +2024-10-19 06:14:13,649 - Train: 64.54% [807400/1251000] [645.4/1000.0] [batch_t 0.420 (0.418)] [data_t 0.016] [optim_t 0.404] [lr 0.000860] [CE 3.916 (4.024)] [KD 2.415 (2.475)] +2024-10-19 06:14:34,137 - Train: 64.54% [807450/1251000] [645.4/1000.0] [batch_t 0.400 (0.410)] [data_t 0.016] [optim_t 0.384] [lr 0.000860] [CE 3.736 (3.989)] [KD 2.391 (2.438)] +2024-10-19 06:14:55,284 - Train: 64.55% [807500/1251000] [645.5/1000.0] [batch_t 0.410 (0.423)] [data_t 0.015] [optim_t 0.395] [lr 0.000860] [CE 3.846 (3.999)] [KD 2.384 (2.467)] +2024-10-19 06:15:16,980 - Train: 64.55% [807550/1251000] [645.5/1000.0] [batch_t 0.443 (0.434)] [data_t 0.015] [optim_t 0.427] [lr 0.000860] [CE 4.201 (4.056)] [KD 2.615 (2.466)] +2024-10-19 06:15:39,012 - Train: 64.56% [807600/1251000] [645.6/1000.0] [batch_t 0.396 (0.441)] [data_t 0.015] [optim_t 0.380] [lr 0.000859] [CE 3.580 (3.973)] [KD 2.270 (2.440)] +2024-10-19 06:15:59,894 - Train: 64.56% [807650/1251000] [645.6/1000.0] [batch_t 0.402 (0.418)] [data_t 0.015] [optim_t 0.387] [lr 0.000859] [CE 4.060 (3.921)] [KD 2.408 (2.428)] +2024-10-19 06:16:20,144 - Train: 64.56% [807700/1251000] [645.6/1000.0] [batch_t 0.363 (0.405)] [data_t 0.015] [optim_t 0.348] [lr 0.000859] [CE 4.103 (3.949)] [KD 2.515 (2.428)] +2024-10-19 06:16:40,556 - Train: 64.57% [807750/1251000] [645.7/1000.0] [batch_t 0.427 (0.408)] [data_t 0.015] [optim_t 0.412] [lr 0.000859] [CE 3.760 (3.981)] [KD 2.299 (2.410)] +2024-10-19 06:17:02,187 - Train: 64.57% [807800/1251000] [645.7/1000.0] [batch_t 0.404 (0.433)] [data_t 0.015] [optim_t 0.388] [lr 0.000859] [CE 3.658 (3.997)] [KD 2.290 (2.455)] +2024-10-19 06:17:23,178 - Train: 64.58% [807850/1251000] [645.8/1000.0] [batch_t 0.466 (0.420)] [data_t 0.015] [optim_t 0.451] [lr 0.000858] [CE 3.993 (4.007)] [KD 2.617 (2.454)] +2024-10-19 06:17:44,222 - Train: 64.58% [807900/1251000] [645.8/1000.0] [batch_t 0.359 (0.421)] [data_t 0.015] [optim_t 0.343] [lr 0.000858] [CE 3.875 (3.996)] [KD 2.609 (2.455)] +2024-10-19 06:18:05,095 - Train: 64.58% [807950/1251000] [645.8/1000.0] [batch_t 0.461 (0.417)] [data_t 0.015] [optim_t 0.446] [lr 0.000858] [CE 3.628 (4.015)] [KD 2.238 (2.494)] +2024-10-19 06:18:25,977 - Train: 64.59% [808000/1251000] [645.9/1000.0] [batch_t 0.367 (0.418)] [data_t 0.016] [optim_t 0.351] [lr 0.000858] [CE 3.912 (4.034)] [KD 2.491 (2.487)] +2024-10-19 06:18:47,448 - Train: 64.59% [808050/1251000] [645.9/1000.0] [batch_t 0.490 (0.429)] [data_t 0.015] [optim_t 0.475] [lr 0.000858] [CE 4.071 (4.028)] [KD 2.367 (2.465)] +2024-10-19 06:19:08,951 - Train: 64.60% [808100/1251000] [646.0/1000.0] [batch_t 0.399 (0.430)] [data_t 0.015] [optim_t 0.384] [lr 0.000858] [CE 4.182 (4.073)] [KD 2.601 (2.510)] +2024-10-19 06:19:49,888 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39877] [top5_cnt 47429] [top_all 50000] +2024-10-19 06:19:49,889 - net: 79.754 (94.858) +2024-10-19 06:20:11,047 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 41015] [top5_cnt 47957] [top_all 50000] +2024-10-19 06:20:11,047 - net_E: 82.030 (95.914) +2024-10-19 06:20:11,239 - Max [top1: 79.780 (epoch: 645)] [top1-ema: 82.070 (epoch: 642)] +2024-10-19 06:20:11,239 - ==> Total time: 4 days, 6:38:19 Eta: 2 days, 8:14:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 06:20:18,812 - Train: 64.60% [808150/1251000] [646.0/1000.0] [batch_t 0.361 (1.521)] [data_t 0.015] [optim_t 0.345] [lr 0.000857] [CE 4.154 (3.933)] [KD 2.565 (2.469)] +2024-10-19 06:20:38,244 - Train: 64.60% [808200/1251000] [646.0/1000.0] [batch_t 0.401 (0.389)] [data_t 0.015] [optim_t 0.386] [lr 0.000857] [CE 3.574 (4.030)] [KD 2.291 (2.457)] +2024-10-19 06:21:00,580 - Train: 64.61% [808250/1251000] [646.1/1000.0] [batch_t 0.420 (0.447)] [data_t 0.016] [optim_t 0.404] [lr 0.000857] [CE 4.039 (3.979)] [KD 2.418 (2.425)] +2024-10-19 06:21:22,868 - Train: 64.61% [808300/1251000] [646.1/1000.0] [batch_t 0.445 (0.446)] [data_t 0.015] [optim_t 0.430] [lr 0.000857] [CE 3.767 (4.052)] [KD 2.384 (2.451)] +2024-10-19 06:21:44,780 - Train: 64.62% [808350/1251000] [646.2/1000.0] [batch_t 0.487 (0.438)] [data_t 0.015] [optim_t 0.471] [lr 0.000857] [CE 4.380 (4.080)] [KD 2.573 (2.496)] +2024-10-19 06:22:06,225 - Train: 64.62% [808400/1251000] [646.2/1000.0] [batch_t 0.428 (0.429)] [data_t 0.015] [optim_t 0.413] [lr 0.000857] [CE 3.792 (3.961)] [KD 2.543 (2.460)] +2024-10-19 06:22:28,229 - Train: 64.62% [808450/1251000] [646.2/1000.0] [batch_t 0.359 (0.440)] [data_t 0.015] [optim_t 0.344] [lr 0.000856] [CE 4.183 (4.064)] [KD 2.431 (2.480)] +2024-10-19 06:22:50,297 - Train: 64.63% [808500/1251000] [646.3/1000.0] [batch_t 0.456 (0.441)] [data_t 0.015] [optim_t 0.441] [lr 0.000856] [CE 4.161 (4.067)] [KD 2.503 (2.474)] +2024-10-19 06:23:11,421 - Train: 64.63% [808550/1251000] [646.3/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.000856] [CE 4.086 (3.976)] [KD 2.530 (2.462)] +2024-10-19 06:23:32,063 - Train: 64.64% [808600/1251000] [646.4/1000.0] [batch_t 0.362 (0.413)] [data_t 0.015] [optim_t 0.347] [lr 0.000856] [CE 3.917 (4.080)] [KD 2.401 (2.507)] +2024-10-19 06:23:53,111 - Train: 64.64% [808650/1251000] [646.4/1000.0] [batch_t 0.481 (0.421)] [data_t 0.015] [optim_t 0.466] [lr 0.000856] [CE 3.645 (3.956)] [KD 2.234 (2.419)] +2024-10-19 06:24:14,278 - Train: 64.64% [808700/1251000] [646.4/1000.0] [batch_t 0.447 (0.423)] [data_t 0.016] [optim_t 0.431] [lr 0.000856] [CE 4.104 (4.012)] [KD 2.662 (2.448)] +2024-10-19 06:24:36,274 - Train: 64.65% [808750/1251000] [646.5/1000.0] [batch_t 0.380 (0.440)] [data_t 0.016] [optim_t 0.364] [lr 0.000855] [CE 3.858 (4.042)] [KD 2.549 (2.456)] +2024-10-19 06:24:57,973 - Train: 64.65% [808800/1251000] [646.5/1000.0] [batch_t 0.411 (0.434)] [data_t 0.015] [optim_t 0.396] [lr 0.000855] [CE 4.458 (4.001)] [KD 2.636 (2.446)] +2024-10-19 06:25:19,386 - Train: 64.66% [808850/1251000] [646.6/1000.0] [batch_t 0.428 (0.428)] [data_t 0.015] [optim_t 0.412] [lr 0.000855] [CE 4.248 (4.104)] [KD 2.674 (2.481)] +2024-10-19 06:25:40,628 - Train: 64.66% [808900/1251000] [646.6/1000.0] [batch_t 0.370 (0.425)] [data_t 0.015] [optim_t 0.354] [lr 0.000855] [CE 3.507 (4.050)] [KD 2.131 (2.506)] +2024-10-19 06:26:02,327 - Train: 64.66% [808950/1251000] [646.6/1000.0] [batch_t 0.366 (0.434)] [data_t 0.015] [optim_t 0.351] [lr 0.000855] [CE 4.126 (4.095)] [KD 2.583 (2.519)] +2024-10-19 06:26:23,497 - Train: 64.67% [809000/1251000] [646.7/1000.0] [batch_t 0.370 (0.423)] [data_t 0.015] [optim_t 0.355] [lr 0.000855] [CE 4.051 (3.932)] [KD 2.406 (2.423)] +2024-10-19 06:26:44,519 - Train: 64.67% [809050/1251000] [646.7/1000.0] [batch_t 0.410 (0.420)] [data_t 0.015] [optim_t 0.395] [lr 0.000854] [CE 4.492 (4.008)] [KD 2.756 (2.512)] +2024-10-19 06:27:05,448 - Train: 64.68% [809100/1251000] [646.8/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.000854] [CE 4.463 (3.956)] [KD 2.674 (2.448)] +2024-10-19 06:27:27,812 - Train: 64.68% [809150/1251000] [646.8/1000.0] [batch_t 0.454 (0.447)] [data_t 0.015] [optim_t 0.438] [lr 0.000854] [CE 4.462 (4.051)] [KD 2.658 (2.469)] +2024-10-19 06:27:49,665 - Train: 64.68% [809200/1251000] [646.8/1000.0] [batch_t 0.413 (0.437)] [data_t 0.015] [optim_t 0.398] [lr 0.000854] [CE 3.940 (3.959)] [KD 2.328 (2.405)] +2024-10-19 06:28:11,383 - Train: 64.69% [809250/1251000] [646.9/1000.0] [batch_t 0.420 (0.434)] [data_t 0.015] [optim_t 0.404] [lr 0.000854] [CE 3.786 (4.021)] [KD 2.321 (2.454)] +2024-10-19 06:28:32,319 - Train: 64.69% [809300/1251000] [646.9/1000.0] [batch_t 0.377 (0.419)] [data_t 0.015] [optim_t 0.362] [lr 0.000854] [CE 3.846 (3.935)] [KD 2.378 (2.422)] +2024-10-19 06:28:52,694 - Train: 64.70% [809350/1251000] [647.0/1000.0] [batch_t 0.453 (0.407)] [data_t 0.015] [optim_t 0.437] [lr 0.000853] [CE 4.010 (3.946)] [KD 2.398 (2.447)] +2024-10-19 06:29:32,995 - Test (net): 100.00% [50/50] [batch_t 0.149 (0.426)] [top1_cnt 39848] [top5_cnt 47521] [top_all 50000] +2024-10-19 06:29:32,996 - net: 79.696 (95.042) +2024-10-19 06:29:55,040 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.434)] [top1_cnt 41007] [top5_cnt 47993] [top_all 50000] +2024-10-19 06:29:55,041 - net_E: 82.014 (95.986) +2024-10-19 06:29:55,231 - Max [top1: 79.780 (epoch: 645)] [top1-ema: 82.070 (epoch: 642)] +2024-10-19 06:29:55,232 - ==> Total time: 4 days, 6:48:03 Eta: 2 days, 8:05:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 06:30:03,436 - Train: 64.70% [809400/1251000] [647.0/1000.0] [batch_t 0.574 (2.224)] [data_t 0.015] [optim_t 0.558] [lr 0.000853] [CE 3.311 (3.797)] [KD 2.045 (2.271)] +2024-10-19 06:30:22,554 - Train: 64.70% [809450/1251000] [647.0/1000.0] [batch_t 0.673 (0.382)] [data_t 0.015] [optim_t 0.657] [lr 0.000853] [CE 4.325 (3.986)] [KD 2.529 (2.439)] +2024-10-19 06:30:44,082 - Train: 64.71% [809500/1251000] [647.1/1000.0] [batch_t 0.427 (0.430)] [data_t 0.015] [optim_t 0.412] [lr 0.000853] [CE 4.020 (4.066)] [KD 2.469 (2.461)] +2024-10-19 06:31:06,029 - Train: 64.71% [809550/1251000] [647.1/1000.0] [batch_t 0.436 (0.439)] [data_t 0.015] [optim_t 0.421] [lr 0.000853] [CE 4.083 (4.017)] [KD 2.644 (2.450)] +2024-10-19 06:31:27,906 - Train: 64.72% [809600/1251000] [647.2/1000.0] [batch_t 0.470 (0.437)] [data_t 0.015] [optim_t 0.455] [lr 0.000853] [CE 4.395 (4.041)] [KD 2.685 (2.460)] +2024-10-19 06:31:49,390 - Train: 64.72% [809650/1251000] [647.2/1000.0] [batch_t 0.500 (0.430)] [data_t 0.016] [optim_t 0.485] [lr 0.000852] [CE 4.005 (3.976)] [KD 2.483 (2.434)] +2024-10-19 06:32:10,550 - Train: 64.72% [809700/1251000] [647.2/1000.0] [batch_t 0.361 (0.423)] [data_t 0.016] [optim_t 0.345] [lr 0.000852] [CE 4.478 (3.969)] [KD 2.685 (2.433)] +2024-10-19 06:32:32,062 - Train: 64.73% [809750/1251000] [647.3/1000.0] [batch_t 0.473 (0.430)] [data_t 0.015] [optim_t 0.457] [lr 0.000852] [CE 4.023 (3.958)] [KD 2.515 (2.407)] +2024-10-19 06:32:53,481 - Train: 64.73% [809800/1251000] [647.3/1000.0] [batch_t 0.452 (0.428)] [data_t 0.015] [optim_t 0.436] [lr 0.000852] [CE 3.883 (3.973)] [KD 2.356 (2.448)] +2024-10-19 06:33:15,377 - Train: 64.74% [809850/1251000] [647.4/1000.0] [batch_t 0.432 (0.438)] [data_t 0.016] [optim_t 0.416] [lr 0.000852] [CE 3.831 (4.039)] [KD 2.320 (2.464)] +2024-10-19 06:33:37,052 - Train: 64.74% [809900/1251000] [647.4/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.000852] [CE 4.519 (4.034)] [KD 2.742 (2.446)] +2024-10-19 06:33:58,914 - Train: 64.74% [809950/1251000] [647.4/1000.0] [batch_t 0.437 (0.437)] [data_t 0.015] [optim_t 0.422] [lr 0.000851] [CE 4.301 (4.052)] [KD 2.448 (2.448)] +2024-10-19 06:34:20,813 - Train: 64.75% [810000/1251000] [647.5/1000.0] [batch_t 0.472 (0.438)] [data_t 0.015] [optim_t 0.456] [lr 0.000851] [CE 3.919 (4.067)] [KD 2.571 (2.466)] +2024-10-19 06:34:43,008 - Train: 64.75% [810050/1251000] [647.5/1000.0] [batch_t 0.422 (0.444)] [data_t 0.015] [optim_t 0.406] [lr 0.000851] [CE 3.937 (4.035)] [KD 2.303 (2.485)] +2024-10-19 06:35:04,516 - Train: 64.76% [810100/1251000] [647.6/1000.0] [batch_t 0.495 (0.430)] [data_t 0.015] [optim_t 0.480] [lr 0.000851] [CE 3.804 (3.988)] [KD 2.246 (2.464)] +2024-10-19 06:35:26,084 - Train: 64.76% [810150/1251000] [647.6/1000.0] [batch_t 0.367 (0.431)] [data_t 0.015] [optim_t 0.352] [lr 0.000851] [CE 4.376 (3.982)] [KD 2.753 (2.441)] +2024-10-19 06:35:47,536 - Train: 64.76% [810200/1251000] [647.6/1000.0] [batch_t 0.554 (0.429)] [data_t 0.015] [optim_t 0.539] [lr 0.000851] [CE 3.958 (4.038)] [KD 2.253 (2.460)] +2024-10-19 06:36:09,162 - Train: 64.77% [810250/1251000] [647.7/1000.0] [batch_t 0.505 (0.432)] [data_t 0.016] [optim_t 0.489] [lr 0.000850] [CE 4.421 (4.005)] [KD 2.648 (2.461)] +2024-10-19 06:36:30,759 - Train: 64.77% [810300/1251000] [647.7/1000.0] [batch_t 0.452 (0.432)] [data_t 0.015] [optim_t 0.436] [lr 0.000850] [CE 3.983 (3.974)] [KD 2.635 (2.439)] +2024-10-19 06:36:53,010 - Train: 64.78% [810350/1251000] [647.8/1000.0] [batch_t 0.497 (0.445)] [data_t 0.016] [optim_t 0.482] [lr 0.000850] [CE 3.634 (4.027)] [KD 2.268 (2.482)] +2024-10-19 06:37:14,917 - Train: 64.78% [810400/1251000] [647.8/1000.0] [batch_t 0.429 (0.438)] [data_t 0.015] [optim_t 0.413] [lr 0.000850] [CE 4.398 (4.054)] [KD 2.757 (2.485)] +2024-10-19 06:37:36,926 - Train: 64.78% [810450/1251000] [647.8/1000.0] [batch_t 0.457 (0.440)] [data_t 0.015] [optim_t 0.442] [lr 0.000850] [CE 4.176 (4.006)] [KD 2.436 (2.495)] +2024-10-19 06:37:59,292 - Train: 64.79% [810500/1251000] [647.9/1000.0] [batch_t 0.487 (0.447)] [data_t 0.015] [optim_t 0.472] [lr 0.000850] [CE 3.672 (4.054)] [KD 2.236 (2.485)] +2024-10-19 06:38:21,769 - Train: 64.79% [810550/1251000] [647.9/1000.0] [batch_t 0.483 (0.449)] [data_t 0.015] [optim_t 0.467] [lr 0.000849] [CE 4.081 (4.000)] [KD 2.372 (2.446)] +2024-10-19 06:38:44,038 - Train: 64.80% [810600/1251000] [648.0/1000.0] [batch_t 0.479 (0.445)] [data_t 0.015] [optim_t 0.463] [lr 0.000849] [CE 4.036 (3.925)] [KD 2.524 (2.418)] +2024-10-19 06:39:24,713 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 39553] [top5_cnt 47358] [top_all 50000] +2024-10-19 06:39:24,714 - net: 79.106 (94.716) +2024-10-19 06:39:46,704 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 41035] [top5_cnt 47987] [top_all 50000] +2024-10-19 06:39:46,704 - net_E: 82.070 (95.974) +2024-10-19 06:39:46,846 - Max [top1: 79.780 (epoch: 645)] [top1-ema: 82.070 (epoch: 642)] +2024-10-19 06:39:46,846 - ==> Total time: 4 days, 6:57:55 Eta: 2 days, 7:55:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 06:39:54,197 - Train: 64.80% [810650/1251000] [648.0/1000.0] [batch_t 0.628 (2.572)] [data_t 0.284] [optim_t 0.344] [lr 0.000849] [CE 4.327 (4.138)] [KD 2.651 (2.547)] +2024-10-19 06:40:12,686 - Train: 64.80% [810700/1251000] [648.0/1000.0] [batch_t 0.436 (0.370)] [data_t 0.015] [optim_t 0.420] [lr 0.000849] [CE 4.012 (3.987)] [KD 2.493 (2.457)] +2024-10-19 06:40:33,544 - Train: 64.81% [810750/1251000] [648.1/1000.0] [batch_t 0.383 (0.417)] [data_t 0.016] [optim_t 0.368] [lr 0.000849] [CE 3.342 (3.940)] [KD 2.299 (2.422)] +2024-10-19 06:40:55,937 - Train: 64.81% [810800/1251000] [648.1/1000.0] [batch_t 0.450 (0.448)] [data_t 0.015] [optim_t 0.435] [lr 0.000849] [CE 3.910 (4.035)] [KD 2.444 (2.460)] +2024-10-19 06:41:17,117 - Train: 64.82% [810850/1251000] [648.2/1000.0] [batch_t 0.439 (0.423)] [data_t 0.016] [optim_t 0.424] [lr 0.000848] [CE 4.444 (4.022)] [KD 2.684 (2.454)] +2024-10-19 06:41:38,221 - Train: 64.82% [810900/1251000] [648.2/1000.0] [batch_t 0.427 (0.422)] [data_t 0.015] [optim_t 0.412] [lr 0.000848] [CE 3.917 (4.054)] [KD 2.541 (2.472)] +2024-10-19 06:42:00,341 - Train: 64.82% [810950/1251000] [648.2/1000.0] [batch_t 0.505 (0.442)] [data_t 0.016] [optim_t 0.489] [lr 0.000848] [CE 4.194 (4.034)] [KD 2.646 (2.459)] +2024-10-19 06:42:21,772 - Train: 64.83% [811000/1251000] [648.3/1000.0] [batch_t 0.441 (0.429)] [data_t 0.015] [optim_t 0.426] [lr 0.000848] [CE 4.224 (3.960)] [KD 2.542 (2.410)] +2024-10-19 06:42:42,309 - Train: 64.83% [811050/1251000] [648.3/1000.0] [batch_t 0.381 (0.411)] [data_t 0.015] [optim_t 0.366] [lr 0.000848] [CE 4.216 (4.071)] [KD 2.604 (2.478)] +2024-10-19 06:43:03,466 - Train: 64.84% [811100/1251000] [648.4/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.343] [lr 0.000848] [CE 3.985 (3.967)] [KD 2.466 (2.440)] +2024-10-19 06:43:25,454 - Train: 64.84% [811150/1251000] [648.4/1000.0] [batch_t 0.437 (0.440)] [data_t 0.015] [optim_t 0.422] [lr 0.000847] [CE 3.977 (4.026)] [KD 2.352 (2.454)] +2024-10-19 06:43:47,173 - Train: 64.84% [811200/1251000] [648.4/1000.0] [batch_t 0.411 (0.434)] [data_t 0.015] [optim_t 0.395] [lr 0.000847] [CE 3.653 (4.016)] [KD 2.327 (2.462)] +2024-10-19 06:44:09,305 - Train: 64.85% [811250/1251000] [648.5/1000.0] [batch_t 0.476 (0.443)] [data_t 0.016] [optim_t 0.461] [lr 0.000847] [CE 4.095 (3.982)] [KD 2.366 (2.436)] +2024-10-19 06:44:31,171 - Train: 64.85% [811300/1251000] [648.5/1000.0] [batch_t 0.428 (0.437)] [data_t 0.016] [optim_t 0.412] [lr 0.000847] [CE 3.307 (3.957)] [KD 2.173 (2.410)] +2024-10-19 06:44:52,368 - Train: 64.86% [811350/1251000] [648.6/1000.0] [batch_t 0.528 (0.424)] [data_t 0.015] [optim_t 0.512] [lr 0.000847] [CE 3.370 (4.002)] [KD 2.173 (2.472)] +2024-10-19 06:45:14,042 - Train: 64.86% [811400/1251000] [648.6/1000.0] [batch_t 0.366 (0.433)] [data_t 0.015] [optim_t 0.351] [lr 0.000847] [CE 3.821 (3.980)] [KD 2.516 (2.441)] +2024-10-19 06:45:35,684 - Train: 64.86% [811450/1251000] [648.6/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.348] [lr 0.000846] [CE 4.705 (4.082)] [KD 2.921 (2.510)] +2024-10-19 06:45:56,543 - Train: 64.87% [811500/1251000] [648.7/1000.0] [batch_t 0.477 (0.417)] [data_t 0.016] [optim_t 0.462] [lr 0.000846] [CE 3.620 (4.011)] [KD 2.187 (2.432)] +2024-10-19 06:46:17,748 - Train: 64.87% [811550/1251000] [648.7/1000.0] [batch_t 0.368 (0.424)] [data_t 0.016] [optim_t 0.353] [lr 0.000846] [CE 4.059 (4.056)] [KD 2.214 (2.448)] +2024-10-19 06:46:39,745 - Train: 64.88% [811600/1251000] [648.8/1000.0] [batch_t 0.447 (0.440)] [data_t 0.016] [optim_t 0.431] [lr 0.000846] [CE 3.848 (3.972)] [KD 2.331 (2.437)] +2024-10-19 06:47:01,434 - Train: 64.88% [811650/1251000] [648.8/1000.0] [batch_t 0.483 (0.434)] [data_t 0.016] [optim_t 0.467] [lr 0.000846] [CE 4.184 (3.966)] [KD 2.417 (2.442)] +2024-10-19 06:47:24,190 - Train: 64.88% [811700/1251000] [648.8/1000.0] [batch_t 0.464 (0.455)] [data_t 0.016] [optim_t 0.449] [lr 0.000846] [CE 4.720 (4.061)] [KD 2.842 (2.460)] +2024-10-19 06:47:45,758 - Train: 64.89% [811750/1251000] [648.9/1000.0] [batch_t 0.478 (0.431)] [data_t 0.016] [optim_t 0.463] [lr 0.000845] [CE 4.285 (4.089)] [KD 2.521 (2.517)] +2024-10-19 06:48:08,139 - Train: 64.89% [811800/1251000] [648.9/1000.0] [batch_t 0.480 (0.447)] [data_t 0.016] [optim_t 0.464] [lr 0.000845] [CE 3.891 (4.033)] [KD 2.597 (2.468)] +2024-10-19 06:48:29,709 - Train: 64.90% [811850/1251000] [649.0/1000.0] [batch_t 0.461 (0.431)] [data_t 0.016] [optim_t 0.446] [lr 0.000845] [CE 3.839 (4.018)] [KD 2.338 (2.475)] +2024-10-19 06:49:12,440 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.438)] [top1_cnt 39755] [top5_cnt 47505] [top_all 50000] +2024-10-19 06:49:12,440 - net: 79.510 (95.010) +2024-10-19 06:49:33,965 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.422)] [top1_cnt 41052] [top5_cnt 47997] [top_all 50000] +2024-10-19 06:49:33,965 - net_E: 82.104 (95.994) +2024-10-19 06:49:34,116 - Max [top1: 79.780 (epoch: 645)] [top1-ema: 82.104 (epoch: 649)] +2024-10-19 06:49:34,117 - ==> Total time: 4 days, 7:07:42 Eta: 2 days, 7:46:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 06:49:42,335 - Train: 64.90% [811900/1251000] [649.0/1000.0] [batch_t 3.546 (3.546)] [data_t 3.136] [optim_t 0.409] [lr 0.000845] [CE 4.075 (4.075)] [KD 2.448 (2.448)] +2024-10-19 06:50:00,875 - Train: 64.90% [811950/1251000] [649.0/1000.0] [batch_t 0.365 (0.371)] [data_t 0.015] [optim_t 0.350] [lr 0.000845] [CE 3.868 (3.978)] [KD 2.236 (2.409)] +2024-10-19 06:50:22,254 - Train: 64.91% [812000/1251000] [649.1/1000.0] [batch_t 0.358 (0.427)] [data_t 0.015] [optim_t 0.343] [lr 0.000845] [CE 3.993 (4.020)] [KD 2.396 (2.440)] +2024-10-19 06:50:44,107 - Train: 64.91% [812050/1251000] [649.1/1000.0] [batch_t 0.398 (0.437)] [data_t 0.015] [optim_t 0.383] [lr 0.000844] [CE 3.611 (4.090)] [KD 2.116 (2.485)] +2024-10-19 06:51:05,961 - Train: 64.92% [812100/1251000] [649.2/1000.0] [batch_t 0.429 (0.437)] [data_t 0.015] [optim_t 0.414] [lr 0.000844] [CE 4.506 (3.983)] [KD 2.510 (2.420)] +2024-10-19 06:51:27,735 - Train: 64.92% [812150/1251000] [649.2/1000.0] [batch_t 0.396 (0.435)] [data_t 0.015] [optim_t 0.380] [lr 0.000844] [CE 3.682 (3.965)] [KD 2.267 (2.381)] +2024-10-19 06:51:49,623 - Train: 64.92% [812200/1251000] [649.2/1000.0] [batch_t 0.360 (0.438)] [data_t 0.016] [optim_t 0.344] [lr 0.000844] [CE 4.164 (4.005)] [KD 2.570 (2.411)] +2024-10-19 06:52:11,073 - Train: 64.93% [812250/1251000] [649.3/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.000844] [CE 3.493 (3.964)] [KD 2.154 (2.406)] +2024-10-19 06:52:32,628 - Train: 64.93% [812300/1251000] [649.3/1000.0] [batch_t 0.423 (0.431)] [data_t 0.016] [optim_t 0.408] [lr 0.000844] [CE 3.605 (3.960)] [KD 2.082 (2.427)] +2024-10-19 06:52:54,675 - Train: 64.94% [812350/1251000] [649.4/1000.0] [batch_t 0.410 (0.441)] [data_t 0.015] [optim_t 0.394] [lr 0.000843] [CE 3.806 (4.022)] [KD 2.341 (2.443)] +2024-10-19 06:53:15,794 - Train: 64.94% [812400/1251000] [649.4/1000.0] [batch_t 0.506 (0.422)] [data_t 0.015] [optim_t 0.491] [lr 0.000843] [CE 3.833 (3.978)] [KD 2.371 (2.428)] +2024-10-19 06:53:36,860 - Train: 64.94% [812450/1251000] [649.4/1000.0] [batch_t 0.393 (0.421)] [data_t 0.015] [optim_t 0.377] [lr 0.000843] [CE 3.868 (4.006)] [KD 2.306 (2.424)] +2024-10-19 06:53:58,042 - Train: 64.95% [812500/1251000] [649.5/1000.0] [batch_t 0.364 (0.424)] [data_t 0.016] [optim_t 0.349] [lr 0.000843] [CE 4.368 (3.956)] [KD 2.581 (2.416)] +2024-10-19 06:54:20,003 - Train: 64.95% [812550/1251000] [649.5/1000.0] [batch_t 0.456 (0.439)] [data_t 0.015] [optim_t 0.441] [lr 0.000843] [CE 4.060 (4.014)] [KD 2.454 (2.449)] +2024-10-19 06:54:40,792 - Train: 64.96% [812600/1251000] [649.6/1000.0] [batch_t 0.366 (0.416)] [data_t 0.015] [optim_t 0.351] [lr 0.000843] [CE 3.896 (4.056)] [KD 2.407 (2.469)] +2024-10-19 06:55:01,946 - Train: 64.96% [812650/1251000] [649.6/1000.0] [batch_t 0.362 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.000842] [CE 3.930 (4.085)] [KD 2.433 (2.479)] +2024-10-19 06:55:22,919 - Train: 64.96% [812700/1251000] [649.6/1000.0] [batch_t 0.363 (0.419)] [data_t 0.016] [optim_t 0.348] [lr 0.000842] [CE 3.959 (3.978)] [KD 2.515 (2.421)] +2024-10-19 06:55:44,168 - Train: 64.97% [812750/1251000] [649.7/1000.0] [batch_t 0.366 (0.425)] [data_t 0.015] [optim_t 0.350] [lr 0.000842] [CE 4.267 (4.061)] [KD 2.492 (2.481)] +2024-10-19 06:56:05,830 - Train: 64.97% [812800/1251000] [649.7/1000.0] [batch_t 0.366 (0.433)] [data_t 0.015] [optim_t 0.350] [lr 0.000842] [CE 3.836 (4.018)] [KD 2.141 (2.413)] +2024-10-19 06:56:27,867 - Train: 64.98% [812850/1251000] [649.8/1000.0] [batch_t 0.453 (0.441)] [data_t 0.108] [optim_t 0.345] [lr 0.000842] [CE 3.640 (3.979)] [KD 2.297 (2.390)] +2024-10-19 06:56:49,905 - Train: 64.98% [812900/1251000] [649.8/1000.0] [batch_t 0.406 (0.441)] [data_t 0.063] [optim_t 0.343] [lr 0.000842] [CE 4.427 (4.014)] [KD 2.593 (2.462)] +2024-10-19 06:57:11,123 - Train: 64.98% [812950/1251000] [649.8/1000.0] [batch_t 0.405 (0.424)] [data_t 0.058] [optim_t 0.347] [lr 0.000841] [CE 4.409 (4.012)] [KD 2.574 (2.445)] +2024-10-19 06:57:32,022 - Train: 64.99% [813000/1251000] [649.9/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.348] [lr 0.000841] [CE 3.627 (4.015)] [KD 2.280 (2.458)] +2024-10-19 06:57:52,382 - Train: 64.99% [813050/1251000] [649.9/1000.0] [batch_t 0.365 (0.407)] [data_t 0.016] [optim_t 0.350] [lr 0.000841] [CE 4.021 (4.059)] [KD 2.482 (2.457)] +2024-10-19 06:58:12,604 - Train: 65.00% [813100/1251000] [650.0/1000.0] [batch_t 0.530 (0.404)] [data_t 0.015] [optim_t 0.515] [lr 0.000841] [CE 4.304 (4.033)] [KD 2.552 (2.468)] +2024-10-19 06:58:33,720 - Train: 65.00% [813150/1251000] [650.0/1000.0] [batch_t 0.360 (0.422)] [data_t 0.015] [optim_t 0.345] [lr 0.000841] [CE 3.690 (3.971)] [KD 2.372 (2.417)] +2024-10-19 06:58:55,918 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 39683] [top5_cnt 47451] [top_all 50000] +2024-10-19 06:58:55,918 - net: 79.366 (94.902) +2024-10-19 06:59:17,501 - Test (net_E): 100.00% [50/50] [batch_t 0.136 (0.424)] [top1_cnt 41049] [top5_cnt 47995] [top_all 50000] +2024-10-19 06:59:17,501 - net_E: 82.098 (95.990) +2024-10-19 06:59:17,705 - Max [top1: 79.780 (epoch: 645)] [top1-ema: 82.104 (epoch: 649)] +2024-10-19 06:59:17,705 - ==> Total time: 4 days, 7:17:26 Eta: 2 days, 7:37:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 06:59:43,479 - Train: 65.00% [813200/1251000] [650.0/1000.0] [batch_t 0.362 (0.482)] [data_t 0.016] [optim_t 0.347] [lr 0.000841] [CE 4.327 (4.015)] [KD 2.465 (2.454)] +2024-10-19 07:00:06,254 - Train: 65.01% [813250/1251000] [650.1/1000.0] [batch_t 0.456 (0.455)] [data_t 0.015] [optim_t 0.441] [lr 0.000840] [CE 4.458 (3.981)] [KD 2.527 (2.420)] +2024-10-19 07:00:27,826 - Train: 65.01% [813300/1251000] [650.1/1000.0] [batch_t 0.357 (0.431)] [data_t 0.016] [optim_t 0.342] [lr 0.000840] [CE 3.896 (3.949)] [KD 2.536 (2.404)] +2024-10-19 07:00:49,973 - Train: 65.02% [813350/1251000] [650.2/1000.0] [batch_t 0.491 (0.443)] [data_t 0.015] [optim_t 0.476] [lr 0.000840] [CE 3.838 (3.993)] [KD 2.282 (2.416)] +2024-10-19 07:01:12,113 - Train: 65.02% [813400/1251000] [650.2/1000.0] [batch_t 0.366 (0.443)] [data_t 0.015] [optim_t 0.351] [lr 0.000840] [CE 4.055 (3.971)] [KD 2.508 (2.408)] +2024-10-19 07:01:33,802 - Train: 65.02% [813450/1251000] [650.2/1000.0] [batch_t 0.363 (0.434)] [data_t 0.015] [optim_t 0.348] [lr 0.000840] [CE 3.953 (3.949)] [KD 2.319 (2.416)] +2024-10-19 07:01:55,178 - Train: 65.03% [813500/1251000] [650.3/1000.0] [batch_t 0.375 (0.427)] [data_t 0.015] [optim_t 0.359] [lr 0.000840] [CE 3.229 (3.983)] [KD 1.914 (2.420)] +2024-10-19 07:02:16,871 - Train: 65.03% [813550/1251000] [650.3/1000.0] [batch_t 0.415 (0.434)] [data_t 0.015] [optim_t 0.400] [lr 0.000839] [CE 3.962 (4.007)] [KD 2.724 (2.474)] +2024-10-19 07:02:37,520 - Train: 65.04% [813600/1251000] [650.4/1000.0] [batch_t 0.372 (0.413)] [data_t 0.016] [optim_t 0.356] [lr 0.000839] [CE 4.326 (4.022)] [KD 2.507 (2.445)] +2024-10-19 07:02:58,503 - Train: 65.04% [813650/1251000] [650.4/1000.0] [batch_t 0.367 (0.420)] [data_t 0.015] [optim_t 0.352] [lr 0.000839] [CE 3.819 (3.974)] [KD 2.393 (2.430)] +2024-10-19 07:03:19,203 - Train: 65.04% [813700/1251000] [650.4/1000.0] [batch_t 0.367 (0.414)] [data_t 0.016] [optim_t 0.351] [lr 0.000839] [CE 3.779 (4.096)] [KD 2.314 (2.496)] +2024-10-19 07:03:39,888 - Train: 65.05% [813750/1251000] [650.5/1000.0] [batch_t 0.363 (0.414)] [data_t 0.015] [optim_t 0.348] [lr 0.000839] [CE 3.684 (4.012)] [KD 2.306 (2.454)] +2024-10-19 07:04:00,837 - Train: 65.05% [813800/1251000] [650.5/1000.0] [batch_t 0.405 (0.419)] [data_t 0.015] [optim_t 0.390] [lr 0.000839] [CE 3.687 (3.995)] [KD 2.241 (2.447)] +2024-10-19 07:04:22,054 - Train: 65.06% [813850/1251000] [650.6/1000.0] [batch_t 0.477 (0.424)] [data_t 0.015] [optim_t 0.462] [lr 0.000839] [CE 4.061 (4.003)] [KD 2.480 (2.438)] +2024-10-19 07:04:43,478 - Train: 65.06% [813900/1251000] [650.6/1000.0] [batch_t 0.461 (0.428)] [data_t 0.016] [optim_t 0.445] [lr 0.000838] [CE 4.429 (4.015)] [KD 2.804 (2.447)] +2024-10-19 07:05:05,080 - Train: 65.06% [813950/1251000] [650.6/1000.0] [batch_t 0.366 (0.432)] [data_t 0.015] [optim_t 0.351] [lr 0.000838] [CE 3.572 (3.986)] [KD 2.293 (2.430)] +2024-10-19 07:05:26,548 - Train: 65.07% [814000/1251000] [650.7/1000.0] [batch_t 0.449 (0.429)] [data_t 0.015] [optim_t 0.434] [lr 0.000838] [CE 4.570 (4.010)] [KD 2.775 (2.469)] +2024-10-19 07:05:48,211 - Train: 65.07% [814050/1251000] [650.7/1000.0] [batch_t 0.455 (0.433)] [data_t 0.015] [optim_t 0.440] [lr 0.000838] [CE 4.358 (4.064)] [KD 2.656 (2.482)] +2024-10-19 07:06:09,214 - Train: 65.08% [814100/1251000] [650.8/1000.0] [batch_t 0.453 (0.420)] [data_t 0.015] [optim_t 0.438] [lr 0.000838] [CE 4.022 (4.086)] [KD 2.260 (2.467)] +2024-10-19 07:06:30,898 - Train: 65.08% [814150/1251000] [650.8/1000.0] [batch_t 0.362 (0.434)] [data_t 0.015] [optim_t 0.347] [lr 0.000838] [CE 3.749 (3.930)] [KD 2.399 (2.397)] +2024-10-19 07:06:52,463 - Train: 65.08% [814200/1251000] [650.8/1000.0] [batch_t 0.456 (0.431)] [data_t 0.016] [optim_t 0.441] [lr 0.000837] [CE 3.994 (4.090)] [KD 2.440 (2.474)] +2024-10-19 07:07:13,905 - Train: 65.09% [814250/1251000] [650.9/1000.0] [batch_t 0.414 (0.429)] [data_t 0.016] [optim_t 0.398] [lr 0.000837] [CE 4.313 (3.963)] [KD 2.535 (2.458)] +2024-10-19 07:07:35,722 - Train: 65.09% [814300/1251000] [650.9/1000.0] [batch_t 0.435 (0.436)] [data_t 0.015] [optim_t 0.419] [lr 0.000837] [CE 4.079 (3.985)] [KD 2.359 (2.424)] +2024-10-19 07:07:57,398 - Train: 65.10% [814350/1251000] [651.0/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.348] [lr 0.000837] [CE 3.943 (4.007)] [KD 2.456 (2.450)] +2024-10-19 07:08:18,531 - Train: 65.10% [814400/1251000] [651.0/1000.0] [batch_t 0.356 (0.423)] [data_t 0.015] [optim_t 0.341] [lr 0.000837] [CE 4.028 (3.937)] [KD 2.496 (2.394)] +2024-10-19 07:08:40,075 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 39755] [top5_cnt 47513] [top_all 50000] +2024-10-19 07:08:40,076 - net: 79.510 (95.026) +2024-10-19 07:09:01,764 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 41055] [top5_cnt 47973] [top_all 50000] +2024-10-19 07:09:01,764 - net_E: 82.110 (95.946) +2024-10-19 07:09:01,939 - Max [top1: 79.780 (epoch: 645)] [top1-ema: 82.110 (epoch: 651)] +2024-10-19 07:09:01,940 - ==> Total time: 4 days, 7:27:10 Eta: 2 days, 7:27:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 07:09:31,034 - Train: 65.10% [814450/1251000] [651.0/1000.0] [batch_t 0.362 (0.413)] [data_t 0.015] [optim_t 0.347] [lr 0.000837] [CE 3.574 (3.923)] [KD 2.165 (2.379)] +2024-10-19 07:09:53,356 - Train: 65.11% [814500/1251000] [651.1/1000.0] [batch_t 0.422 (0.446)] [data_t 0.015] [optim_t 0.407] [lr 0.000836] [CE 4.303 (3.959)] [KD 2.336 (2.390)] +2024-10-19 07:10:15,625 - Train: 65.11% [814550/1251000] [651.1/1000.0] [batch_t 0.362 (0.445)] [data_t 0.015] [optim_t 0.347] [lr 0.000836] [CE 3.984 (3.946)] [KD 2.374 (2.410)] +2024-10-19 07:10:37,496 - Train: 65.12% [814600/1251000] [651.2/1000.0] [batch_t 0.436 (0.437)] [data_t 0.015] [optim_t 0.421] [lr 0.000836] [CE 3.853 (3.961)] [KD 2.288 (2.421)] +2024-10-19 07:10:59,343 - Train: 65.12% [814650/1251000] [651.2/1000.0] [batch_t 0.477 (0.437)] [data_t 0.015] [optim_t 0.462] [lr 0.000836] [CE 3.880 (3.951)] [KD 2.491 (2.406)] +2024-10-19 07:11:21,677 - Train: 65.12% [814700/1251000] [651.2/1000.0] [batch_t 0.454 (0.447)] [data_t 0.015] [optim_t 0.438] [lr 0.000836] [CE 4.168 (3.970)] [KD 2.542 (2.428)] +2024-10-19 07:11:43,599 - Train: 65.13% [814750/1251000] [651.3/1000.0] [batch_t 0.522 (0.438)] [data_t 0.015] [optim_t 0.506] [lr 0.000836] [CE 4.184 (3.993)] [KD 2.410 (2.410)] +2024-10-19 07:12:05,474 - Train: 65.13% [814800/1251000] [651.3/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.000835] [CE 4.241 (4.028)] [KD 2.677 (2.446)] +2024-10-19 07:12:26,828 - Train: 65.14% [814850/1251000] [651.4/1000.0] [batch_t 0.362 (0.427)] [data_t 0.015] [optim_t 0.346] [lr 0.000835] [CE 3.843 (4.014)] [KD 2.397 (2.444)] +2024-10-19 07:12:48,314 - Train: 65.14% [814900/1251000] [651.4/1000.0] [batch_t 0.441 (0.430)] [data_t 0.015] [optim_t 0.425] [lr 0.000835] [CE 3.550 (4.008)] [KD 2.261 (2.458)] +2024-10-19 07:13:09,560 - Train: 65.14% [814950/1251000] [651.4/1000.0] [batch_t 0.437 (0.425)] [data_t 0.015] [optim_t 0.421] [lr 0.000835] [CE 3.719 (3.963)] [KD 2.271 (2.428)] +2024-10-19 07:13:31,035 - Train: 65.15% [815000/1251000] [651.5/1000.0] [batch_t 0.435 (0.429)] [data_t 0.016] [optim_t 0.420] [lr 0.000835] [CE 3.908 (4.030)] [KD 2.415 (2.444)] +2024-10-19 07:13:52,314 - Train: 65.15% [815050/1251000] [651.5/1000.0] [batch_t 0.464 (0.425)] [data_t 0.015] [optim_t 0.449] [lr 0.000835] [CE 3.804 (4.091)] [KD 2.330 (2.478)] +2024-10-19 07:14:13,818 - Train: 65.16% [815100/1251000] [651.6/1000.0] [batch_t 0.490 (0.430)] [data_t 0.015] [optim_t 0.475] [lr 0.000834] [CE 3.875 (4.002)] [KD 2.347 (2.471)] +2024-10-19 07:14:34,503 - Train: 65.16% [815150/1251000] [651.6/1000.0] [batch_t 0.376 (0.414)] [data_t 0.015] [optim_t 0.360] [lr 0.000834] [CE 3.537 (4.009)] [KD 2.332 (2.472)] +2024-10-19 07:14:55,497 - Train: 65.16% [815200/1251000] [651.6/1000.0] [batch_t 0.426 (0.420)] [data_t 0.015] [optim_t 0.410] [lr 0.000834] [CE 3.894 (4.056)] [KD 2.336 (2.474)] +2024-10-19 07:15:17,284 - Train: 65.17% [815250/1251000] [651.7/1000.0] [batch_t 0.381 (0.436)] [data_t 0.015] [optim_t 0.366] [lr 0.000834] [CE 3.824 (3.981)] [KD 2.581 (2.434)] +2024-10-19 07:15:38,883 - Train: 65.17% [815300/1251000] [651.7/1000.0] [batch_t 0.452 (0.432)] [data_t 0.015] [optim_t 0.437] [lr 0.000834] [CE 3.769 (4.060)] [KD 2.421 (2.467)] +2024-10-19 07:16:00,178 - Train: 65.18% [815350/1251000] [651.8/1000.0] [batch_t 0.455 (0.426)] [data_t 0.015] [optim_t 0.440] [lr 0.000834] [CE 3.997 (3.926)] [KD 2.281 (2.374)] +2024-10-19 07:16:21,419 - Train: 65.18% [815400/1251000] [651.8/1000.0] [batch_t 0.508 (0.425)] [data_t 0.015] [optim_t 0.493] [lr 0.000833] [CE 3.532 (4.073)] [KD 2.046 (2.497)] +2024-10-19 07:16:42,770 - Train: 65.18% [815450/1251000] [651.8/1000.0] [batch_t 0.377 (0.427)] [data_t 0.015] [optim_t 0.362] [lr 0.000833] [CE 3.833 (4.033)] [KD 2.309 (2.420)] +2024-10-19 07:17:04,349 - Train: 65.19% [815500/1251000] [651.9/1000.0] [batch_t 0.441 (0.431)] [data_t 0.016] [optim_t 0.425] [lr 0.000833] [CE 4.098 (4.009)] [KD 2.446 (2.456)] +2024-10-19 07:17:26,335 - Train: 65.19% [815550/1251000] [651.9/1000.0] [batch_t 0.444 (0.440)] [data_t 0.016] [optim_t 0.428] [lr 0.000833] [CE 3.548 (4.021)] [KD 2.152 (2.468)] +2024-10-19 07:17:47,899 - Train: 65.20% [815600/1251000] [652.0/1000.0] [batch_t 0.457 (0.431)] [data_t 0.015] [optim_t 0.442] [lr 0.000833] [CE 3.956 (3.996)] [KD 2.380 (2.414)] +2024-10-19 07:18:08,809 - Train: 65.20% [815650/1251000] [652.0/1000.0] [batch_t 0.362 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.000833] [CE 4.369 (4.042)] [KD 2.445 (2.455)] +2024-10-19 07:18:31,573 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 39615] [top5_cnt 47450] [top_all 50000] +2024-10-19 07:18:31,574 - net: 79.230 (94.900) +2024-10-19 07:18:53,015 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41043] [top5_cnt 47993] [top_all 50000] +2024-10-19 07:18:53,016 - net_E: 82.086 (95.986) +2024-10-19 07:18:53,175 - Max [top1: 79.780 (epoch: 645)] [top1-ema: 82.110 (epoch: 651)] +2024-10-19 07:18:53,175 - ==> Total time: 4 days, 7:37:01 Eta: 2 days, 7:18:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 07:19:17,610 - Train: 65.20% [815700/1251000] [652.0/1000.0] [batch_t 0.367 (0.479)] [data_t 0.016] [optim_t 0.352] [lr 0.000832] [CE 3.845 (4.060)] [KD 2.362 (2.460)] +2024-10-19 07:19:38,532 - Train: 65.21% [815750/1251000] [652.1/1000.0] [batch_t 0.428 (0.418)] [data_t 0.015] [optim_t 0.413] [lr 0.000832] [CE 3.797 (4.002)] [KD 2.306 (2.427)] +2024-10-19 07:20:00,067 - Train: 65.21% [815800/1251000] [652.1/1000.0] [batch_t 0.444 (0.431)] [data_t 0.015] [optim_t 0.429] [lr 0.000832] [CE 3.973 (4.000)] [KD 2.288 (2.431)] +2024-10-19 07:20:21,991 - Train: 65.22% [815850/1251000] [652.2/1000.0] [batch_t 0.435 (0.438)] [data_t 0.015] [optim_t 0.420] [lr 0.000832] [CE 4.274 (3.989)] [KD 2.616 (2.432)] +2024-10-19 07:20:43,536 - Train: 65.22% [815900/1251000] [652.2/1000.0] [batch_t 0.400 (0.431)] [data_t 0.016] [optim_t 0.384] [lr 0.000832] [CE 4.124 (4.002)] [KD 2.644 (2.404)] +2024-10-19 07:21:05,389 - Train: 65.22% [815950/1251000] [652.2/1000.0] [batch_t 0.412 (0.437)] [data_t 0.015] [optim_t 0.396] [lr 0.000832] [CE 3.985 (4.052)] [KD 2.505 (2.431)] +2024-10-19 07:21:26,758 - Train: 65.23% [816000/1251000] [652.3/1000.0] [batch_t 0.358 (0.427)] [data_t 0.015] [optim_t 0.343] [lr 0.000831] [CE 4.116 (4.030)] [KD 2.512 (2.442)] +2024-10-19 07:21:48,285 - Train: 65.23% [816050/1251000] [652.3/1000.0] [batch_t 0.363 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.000831] [CE 4.270 (3.985)] [KD 2.597 (2.403)] +2024-10-19 07:22:09,555 - Train: 65.24% [816100/1251000] [652.4/1000.0] [batch_t 0.360 (0.425)] [data_t 0.016] [optim_t 0.345] [lr 0.000831] [CE 4.168 (4.049)] [KD 2.550 (2.462)] +2024-10-19 07:22:30,704 - Train: 65.24% [816150/1251000] [652.4/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.000831] [CE 4.213 (3.955)] [KD 2.638 (2.455)] +2024-10-19 07:22:50,996 - Train: 65.24% [816200/1251000] [652.4/1000.0] [batch_t 0.359 (0.406)] [data_t 0.016] [optim_t 0.343] [lr 0.000831] [CE 3.174 (3.983)] [KD 2.144 (2.451)] +2024-10-19 07:23:12,310 - Train: 65.25% [816250/1251000] [652.5/1000.0] [batch_t 0.412 (0.426)] [data_t 0.015] [optim_t 0.397] [lr 0.000831] [CE 4.020 (4.074)] [KD 2.583 (2.472)] +2024-10-19 07:23:33,184 - Train: 65.25% [816300/1251000] [652.5/1000.0] [batch_t 0.405 (0.417)] [data_t 0.016] [optim_t 0.389] [lr 0.000830] [CE 4.362 (3.982)] [KD 2.607 (2.411)] +2024-10-19 07:23:53,786 - Train: 65.26% [816350/1251000] [652.6/1000.0] [batch_t 0.394 (0.412)] [data_t 0.015] [optim_t 0.379] [lr 0.000830] [CE 4.210 (4.047)] [KD 2.492 (2.462)] +2024-10-19 07:24:15,002 - Train: 65.26% [816400/1251000] [652.6/1000.0] [batch_t 0.385 (0.424)] [data_t 0.041] [optim_t 0.344] [lr 0.000830] [CE 4.064 (3.982)] [KD 2.517 (2.433)] +2024-10-19 07:24:36,532 - Train: 65.26% [816450/1251000] [652.6/1000.0] [batch_t 0.462 (0.430)] [data_t 0.118] [optim_t 0.343] [lr 0.000830] [CE 3.752 (3.917)] [KD 2.317 (2.400)] +2024-10-19 07:24:57,755 - Train: 65.27% [816500/1251000] [652.7/1000.0] [batch_t 0.391 (0.424)] [data_t 0.049] [optim_t 0.342] [lr 0.000830] [CE 3.570 (4.008)] [KD 2.261 (2.420)] +2024-10-19 07:25:18,920 - Train: 65.27% [816550/1251000] [652.7/1000.0] [batch_t 0.367 (0.423)] [data_t 0.029] [optim_t 0.338] [lr 0.000830] [CE 4.240 (3.951)] [KD 2.602 (2.410)] +2024-10-19 07:25:39,769 - Train: 65.28% [816600/1251000] [652.8/1000.0] [batch_t 0.417 (0.417)] [data_t 0.074] [optim_t 0.342] [lr 0.000829] [CE 4.568 (4.041)] [KD 2.754 (2.444)] +2024-10-19 07:26:00,610 - Train: 65.28% [816650/1251000] [652.8/1000.0] [batch_t 0.368 (0.417)] [data_t 0.015] [optim_t 0.352] [lr 0.000829] [CE 4.158 (3.998)] [KD 2.663 (2.448)] +2024-10-19 07:26:21,932 - Train: 65.28% [816700/1251000] [652.8/1000.0] [batch_t 0.430 (0.426)] [data_t 0.088] [optim_t 0.342] [lr 0.000829] [CE 3.764 (4.019)] [KD 2.318 (2.477)] +2024-10-19 07:26:42,423 - Train: 65.29% [816750/1251000] [652.9/1000.0] [batch_t 0.460 (0.410)] [data_t 0.117] [optim_t 0.343] [lr 0.000829] [CE 4.027 (4.019)] [KD 2.402 (2.454)] +2024-10-19 07:27:03,556 - Train: 65.29% [816800/1251000] [652.9/1000.0] [batch_t 0.427 (0.423)] [data_t 0.083] [optim_t 0.343] [lr 0.000829] [CE 4.309 (3.981)] [KD 2.542 (2.401)] +2024-10-19 07:27:25,271 - Train: 65.30% [816850/1251000] [653.0/1000.0] [batch_t 0.449 (0.434)] [data_t 0.015] [optim_t 0.433] [lr 0.000829] [CE 3.939 (4.065)] [KD 2.269 (2.487)] +2024-10-19 07:27:46,137 - Train: 65.30% [816900/1251000] [653.0/1000.0] [batch_t 0.360 (0.417)] [data_t 0.015] [optim_t 0.345] [lr 0.000828] [CE 4.266 (4.037)] [KD 2.579 (2.434)] +2024-10-19 07:28:08,040 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 39828] [top5_cnt 47509] [top_all 50000] +2024-10-19 07:28:08,040 - net: 79.656 (95.018) +2024-10-19 07:28:28,962 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 41035] [top5_cnt 48002] [top_all 50000] +2024-10-19 07:28:28,963 - net_E: 82.070 (96.004) +2024-10-19 07:28:29,137 - Max [top1: 79.780 (epoch: 645)] [top1-ema: 82.110 (epoch: 651)] +2024-10-19 07:28:29,137 - ==> Total time: 4 days, 7:46:37 Eta: 2 days, 7:08:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 07:28:52,957 - Train: 65.30% [816950/1251000] [653.0/1000.0] [batch_t 0.443 (0.477)] [data_t 0.015] [optim_t 0.428] [lr 0.000828] [CE 3.659 (4.036)] [KD 2.143 (2.438)] +2024-10-19 07:29:13,941 - Train: 65.31% [817000/1251000] [653.1/1000.0] [batch_t 0.416 (0.420)] [data_t 0.015] [optim_t 0.401] [lr 0.000828] [CE 3.903 (4.048)] [KD 2.347 (2.454)] +2024-10-19 07:29:34,717 - Train: 65.31% [817050/1251000] [653.1/1000.0] [batch_t 0.360 (0.415)] [data_t 0.015] [optim_t 0.345] [lr 0.000828] [CE 3.899 (3.958)] [KD 2.381 (2.391)] +2024-10-19 07:29:55,349 - Train: 65.32% [817100/1251000] [653.2/1000.0] [batch_t 0.399 (0.413)] [data_t 0.015] [optim_t 0.384] [lr 0.000828] [CE 3.491 (4.005)] [KD 2.000 (2.431)] +2024-10-19 07:30:16,796 - Train: 65.32% [817150/1251000] [653.2/1000.0] [batch_t 0.484 (0.429)] [data_t 0.015] [optim_t 0.469] [lr 0.000828] [CE 3.926 (4.070)] [KD 2.354 (2.443)] +2024-10-19 07:30:38,124 - Train: 65.32% [817200/1251000] [653.2/1000.0] [batch_t 0.449 (0.426)] [data_t 0.015] [optim_t 0.434] [lr 0.000827] [CE 4.075 (3.999)] [KD 2.539 (2.436)] +2024-10-19 07:30:59,620 - Train: 65.33% [817250/1251000] [653.3/1000.0] [batch_t 0.407 (0.430)] [data_t 0.016] [optim_t 0.391] [lr 0.000827] [CE 4.346 (4.039)] [KD 2.611 (2.419)] +2024-10-19 07:31:21,024 - Train: 65.33% [817300/1251000] [653.3/1000.0] [batch_t 0.474 (0.428)] [data_t 0.015] [optim_t 0.459] [lr 0.000827] [CE 4.379 (4.031)] [KD 2.420 (2.415)] +2024-10-19 07:31:41,935 - Train: 65.34% [817350/1251000] [653.4/1000.0] [batch_t 0.434 (0.418)] [data_t 0.015] [optim_t 0.419] [lr 0.000827] [CE 4.332 (4.014)] [KD 2.608 (2.422)] +2024-10-19 07:32:02,976 - Train: 65.34% [817400/1251000] [653.4/1000.0] [batch_t 0.419 (0.421)] [data_t 0.015] [optim_t 0.403] [lr 0.000827] [CE 4.218 (3.999)] [KD 2.569 (2.422)] +2024-10-19 07:32:24,318 - Train: 65.34% [817450/1251000] [653.4/1000.0] [batch_t 0.395 (0.427)] [data_t 0.015] [optim_t 0.379] [lr 0.000827] [CE 3.996 (3.994)] [KD 2.375 (2.420)] +2024-10-19 07:32:46,165 - Train: 65.35% [817500/1251000] [653.5/1000.0] [batch_t 0.425 (0.437)] [data_t 0.015] [optim_t 0.409] [lr 0.000826] [CE 3.796 (3.966)] [KD 2.271 (2.410)] +2024-10-19 07:33:07,054 - Train: 65.35% [817550/1251000] [653.5/1000.0] [batch_t 0.398 (0.418)] [data_t 0.015] [optim_t 0.382] [lr 0.000826] [CE 3.651 (3.955)] [KD 2.336 (2.400)] +2024-10-19 07:33:28,910 - Train: 65.36% [817600/1251000] [653.6/1000.0] [batch_t 0.463 (0.437)] [data_t 0.016] [optim_t 0.447] [lr 0.000826] [CE 4.080 (3.995)] [KD 2.496 (2.466)] +2024-10-19 07:33:50,323 - Train: 65.36% [817650/1251000] [653.6/1000.0] [batch_t 0.400 (0.428)] [data_t 0.015] [optim_t 0.385] [lr 0.000826] [CE 3.686 (3.988)] [KD 2.210 (2.434)] +2024-10-19 07:34:11,410 - Train: 65.36% [817700/1251000] [653.6/1000.0] [batch_t 0.417 (0.422)] [data_t 0.015] [optim_t 0.401] [lr 0.000826] [CE 3.724 (4.030)] [KD 2.213 (2.461)] +2024-10-19 07:34:32,766 - Train: 65.37% [817750/1251000] [653.7/1000.0] [batch_t 0.390 (0.427)] [data_t 0.015] [optim_t 0.374] [lr 0.000826] [CE 4.563 (3.980)] [KD 2.542 (2.414)] +2024-10-19 07:34:54,236 - Train: 65.37% [817800/1251000] [653.7/1000.0] [batch_t 0.413 (0.429)] [data_t 0.015] [optim_t 0.398] [lr 0.000825] [CE 4.116 (4.007)] [KD 2.448 (2.451)] +2024-10-19 07:35:15,419 - Train: 65.38% [817850/1251000] [653.8/1000.0] [batch_t 0.385 (0.424)] [data_t 0.015] [optim_t 0.369] [lr 0.000825] [CE 4.091 (4.030)] [KD 2.619 (2.475)] +2024-10-19 07:35:36,688 - Train: 65.38% [817900/1251000] [653.8/1000.0] [batch_t 0.507 (0.425)] [data_t 0.015] [optim_t 0.491] [lr 0.000825] [CE 4.156 (4.002)] [KD 2.517 (2.449)] +2024-10-19 07:35:58,183 - Train: 65.38% [817950/1251000] [653.8/1000.0] [batch_t 0.362 (0.430)] [data_t 0.016] [optim_t 0.347] [lr 0.000825] [CE 4.334 (4.018)] [KD 2.647 (2.432)] +2024-10-19 07:36:19,766 - Train: 65.39% [818000/1251000] [653.9/1000.0] [batch_t 0.429 (0.432)] [data_t 0.016] [optim_t 0.414] [lr 0.000825] [CE 4.307 (4.015)] [KD 2.642 (2.453)] +2024-10-19 07:36:41,186 - Train: 65.39% [818050/1251000] [653.9/1000.0] [batch_t 0.394 (0.428)] [data_t 0.015] [optim_t 0.378] [lr 0.000825] [CE 3.707 (4.032)] [KD 2.326 (2.468)] +2024-10-19 07:37:02,632 - Train: 65.40% [818100/1251000] [654.0/1000.0] [batch_t 0.433 (0.429)] [data_t 0.016] [optim_t 0.418] [lr 0.000824] [CE 4.114 (4.002)] [KD 2.552 (2.478)] +2024-10-19 07:37:23,627 - Train: 65.40% [818150/1251000] [654.0/1000.0] [batch_t 0.360 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.000824] [CE 3.652 (3.962)] [KD 2.297 (2.454)] +2024-10-19 07:37:46,178 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 39903] [top5_cnt 47532] [top_all 50000] +2024-10-19 07:37:46,178 - net: 79.806 (95.064) +2024-10-19 07:38:07,331 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 41048] [top5_cnt 47993] [top_all 50000] +2024-10-19 07:38:07,331 - net_E: 82.096 (95.986) +2024-10-19 07:38:07,490 - Max [top1: 79.806 (epoch: 654)] [top1-ema: 82.110 (epoch: 651)] +2024-10-19 07:38:07,490 - ==> Total time: 4 days, 7:56:16 Eta: 2 days, 6:59:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 07:38:31,894 - Train: 65.40% [818200/1251000] [654.0/1000.0] [batch_t 0.362 (0.441)] [data_t 0.016] [optim_t 0.347] [lr 0.000824] [CE 4.386 (3.994)] [KD 2.729 (2.421)] +2024-10-19 07:38:53,847 - Train: 65.41% [818250/1251000] [654.1/1000.0] [batch_t 0.414 (0.439)] [data_t 0.015] [optim_t 0.399] [lr 0.000824] [CE 4.182 (4.012)] [KD 2.548 (2.462)] +2024-10-19 07:39:15,693 - Train: 65.41% [818300/1251000] [654.1/1000.0] [batch_t 0.421 (0.437)] [data_t 0.016] [optim_t 0.406] [lr 0.000824] [CE 4.269 (4.073)] [KD 2.526 (2.466)] +2024-10-19 07:39:37,614 - Train: 65.42% [818350/1251000] [654.2/1000.0] [batch_t 0.448 (0.438)] [data_t 0.015] [optim_t 0.432] [lr 0.000824] [CE 4.521 (3.986)] [KD 2.682 (2.443)] +2024-10-19 07:39:59,831 - Train: 65.42% [818400/1251000] [654.2/1000.0] [batch_t 0.466 (0.444)] [data_t 0.015] [optim_t 0.451] [lr 0.000823] [CE 4.060 (4.023)] [KD 2.212 (2.427)] +2024-10-19 07:40:21,200 - Train: 65.42% [818450/1251000] [654.2/1000.0] [batch_t 0.405 (0.427)] [data_t 0.016] [optim_t 0.389] [lr 0.000823] [CE 3.566 (4.043)] [KD 2.339 (2.446)] +2024-10-19 07:40:42,045 - Train: 65.43% [818500/1251000] [654.3/1000.0] [batch_t 0.419 (0.417)] [data_t 0.015] [optim_t 0.403] [lr 0.000823] [CE 4.282 (4.014)] [KD 2.654 (2.457)] +2024-10-19 07:41:03,699 - Train: 65.43% [818550/1251000] [654.3/1000.0] [batch_t 0.663 (0.433)] [data_t 0.165] [optim_t 0.498] [lr 0.000823] [CE 4.000 (3.917)] [KD 2.334 (2.408)] +2024-10-19 07:41:24,927 - Train: 65.44% [818600/1251000] [654.4/1000.0] [batch_t 0.423 (0.424)] [data_t 0.081] [optim_t 0.343] [lr 0.000823] [CE 3.927 (4.024)] [KD 2.454 (2.445)] +2024-10-19 07:41:46,068 - Train: 65.44% [818650/1251000] [654.4/1000.0] [batch_t 0.422 (0.423)] [data_t 0.078] [optim_t 0.344] [lr 0.000823] [CE 4.006 (3.974)] [KD 2.292 (2.406)] +2024-10-19 07:42:07,102 - Train: 65.44% [818700/1251000] [654.4/1000.0] [batch_t 0.410 (0.421)] [data_t 0.067] [optim_t 0.344] [lr 0.000822] [CE 3.995 (4.046)] [KD 2.387 (2.423)] +2024-10-19 07:42:28,510 - Train: 65.45% [818750/1251000] [654.5/1000.0] [batch_t 0.515 (0.428)] [data_t 0.171] [optim_t 0.343] [lr 0.000822] [CE 3.431 (4.027)] [KD 2.160 (2.447)] +2024-10-19 07:42:49,581 - Train: 65.45% [818800/1251000] [654.5/1000.0] [batch_t 0.518 (0.421)] [data_t 0.173] [optim_t 0.345] [lr 0.000822] [CE 4.111 (4.074)] [KD 2.552 (2.472)] +2024-10-19 07:43:11,073 - Train: 65.46% [818850/1251000] [654.6/1000.0] [batch_t 0.396 (0.430)] [data_t 0.015] [optim_t 0.381] [lr 0.000822] [CE 4.027 (3.969)] [KD 2.558 (2.417)] +2024-10-19 07:43:31,908 - Train: 65.46% [818900/1251000] [654.6/1000.0] [batch_t 0.426 (0.417)] [data_t 0.015] [optim_t 0.411] [lr 0.000822] [CE 3.939 (4.043)] [KD 2.288 (2.468)] +2024-10-19 07:43:52,694 - Train: 65.46% [818950/1251000] [654.6/1000.0] [batch_t 0.508 (0.416)] [data_t 0.161] [optim_t 0.346] [lr 0.000822] [CE 3.568 (3.975)] [KD 2.158 (2.410)] +2024-10-19 07:44:13,827 - Train: 65.47% [819000/1251000] [654.7/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.000821] [CE 3.791 (3.945)] [KD 2.264 (2.412)] +2024-10-19 07:44:35,748 - Train: 65.47% [819050/1251000] [654.7/1000.0] [batch_t 0.409 (0.438)] [data_t 0.016] [optim_t 0.393] [lr 0.000821] [CE 4.316 (3.994)] [KD 2.471 (2.444)] +2024-10-19 07:44:57,152 - Train: 65.48% [819100/1251000] [654.8/1000.0] [batch_t 0.405 (0.428)] [data_t 0.015] [optim_t 0.390] [lr 0.000821] [CE 4.403 (3.984)] [KD 2.642 (2.418)] +2024-10-19 07:45:18,105 - Train: 65.48% [819150/1251000] [654.8/1000.0] [batch_t 0.408 (0.419)] [data_t 0.015] [optim_t 0.393] [lr 0.000821] [CE 3.866 (4.013)] [KD 2.419 (2.429)] +2024-10-19 07:45:39,106 - Train: 65.48% [819200/1251000] [654.8/1000.0] [batch_t 0.378 (0.420)] [data_t 0.015] [optim_t 0.363] [lr 0.000821] [CE 4.425 (3.974)] [KD 2.716 (2.409)] +2024-10-19 07:46:00,635 - Train: 65.49% [819250/1251000] [654.9/1000.0] [batch_t 0.405 (0.430)] [data_t 0.016] [optim_t 0.389] [lr 0.000821] [CE 4.061 (4.020)] [KD 2.465 (2.431)] +2024-10-19 07:46:22,076 - Train: 65.49% [819300/1251000] [654.9/1000.0] [batch_t 0.497 (0.429)] [data_t 0.015] [optim_t 0.481] [lr 0.000820] [CE 4.353 (3.960)] [KD 2.618 (2.385)] +2024-10-19 07:46:44,045 - Train: 65.50% [819350/1251000] [655.0/1000.0] [batch_t 0.437 (0.439)] [data_t 0.015] [optim_t 0.421] [lr 0.000820] [CE 4.298 (4.060)] [KD 2.504 (2.455)] +2024-10-19 07:47:04,939 - Train: 65.50% [819400/1251000] [655.0/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.000820] [CE 4.298 (3.986)] [KD 2.774 (2.435)] +2024-10-19 07:47:27,877 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 39657] [top5_cnt 47419] [top_all 50000] +2024-10-19 07:47:27,877 - net: 79.314 (94.838) +2024-10-19 07:47:49,058 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 41033] [top5_cnt 48004] [top_all 50000] +2024-10-19 07:47:49,058 - net_E: 82.066 (96.008) +2024-10-19 07:47:49,204 - Max [top1: 79.806 (epoch: 654)] [top1-ema: 82.110 (epoch: 651)] +2024-10-19 07:47:49,205 - ==> Total time: 4 days, 8:05:57 Eta: 2 days, 6:49:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 07:48:12,528 - Train: 65.50% [819450/1251000] [655.0/1000.0] [batch_t 0.363 (0.487)] [data_t 0.015] [optim_t 0.347] [lr 0.000820] [CE 3.755 (3.930)] [KD 2.286 (2.399)] +2024-10-19 07:48:33,813 - Train: 65.51% [819500/1251000] [655.1/1000.0] [batch_t 0.458 (0.426)] [data_t 0.015] [optim_t 0.443] [lr 0.000820] [CE 4.250 (3.998)] [KD 2.678 (2.434)] +2024-10-19 07:48:55,057 - Train: 65.51% [819550/1251000] [655.1/1000.0] [batch_t 0.446 (0.425)] [data_t 0.015] [optim_t 0.430] [lr 0.000820] [CE 3.973 (3.989)] [KD 2.627 (2.430)] +2024-10-19 07:49:16,289 - Train: 65.52% [819600/1251000] [655.2/1000.0] [batch_t 0.418 (0.425)] [data_t 0.015] [optim_t 0.402] [lr 0.000819] [CE 3.696 (4.010)] [KD 2.262 (2.448)] +2024-10-19 07:49:38,477 - Train: 65.52% [819650/1251000] [655.2/1000.0] [batch_t 0.369 (0.444)] [data_t 0.015] [optim_t 0.353] [lr 0.000819] [CE 3.831 (3.973)] [KD 2.415 (2.427)] +2024-10-19 07:49:59,884 - Train: 65.52% [819700/1251000] [655.2/1000.0] [batch_t 0.384 (0.428)] [data_t 0.015] [optim_t 0.368] [lr 0.000819] [CE 3.926 (4.005)] [KD 2.227 (2.408)] +2024-10-19 07:50:20,465 - Train: 65.53% [819750/1251000] [655.3/1000.0] [batch_t 0.418 (0.412)] [data_t 0.015] [optim_t 0.403] [lr 0.000819] [CE 3.633 (3.953)] [KD 2.219 (2.383)] +2024-10-19 07:50:42,346 - Train: 65.53% [819800/1251000] [655.3/1000.0] [batch_t 0.423 (0.438)] [data_t 0.016] [optim_t 0.407] [lr 0.000819] [CE 3.959 (3.970)] [KD 2.362 (2.371)] +2024-10-19 07:51:03,844 - Train: 65.54% [819850/1251000] [655.4/1000.0] [batch_t 0.361 (0.430)] [data_t 0.015] [optim_t 0.345] [lr 0.000819] [CE 3.670 (3.912)] [KD 2.199 (2.375)] +2024-10-19 07:51:24,361 - Train: 65.54% [819900/1251000] [655.4/1000.0] [batch_t 0.363 (0.410)] [data_t 0.015] [optim_t 0.347] [lr 0.000818] [CE 3.720 (4.035)] [KD 2.314 (2.436)] +2024-10-19 07:51:44,739 - Train: 65.54% [819950/1251000] [655.4/1000.0] [batch_t 0.377 (0.407)] [data_t 0.015] [optim_t 0.361] [lr 0.000818] [CE 3.767 (4.041)] [KD 2.321 (2.424)] +2024-10-19 07:52:05,078 - Train: 65.55% [820000/1251000] [655.5/1000.0] [batch_t 0.440 (0.407)] [data_t 0.015] [optim_t 0.425] [lr 0.000818] [CE 4.737 (3.953)] [KD 2.768 (2.388)] +2024-10-19 07:52:26,692 - Train: 65.55% [820050/1251000] [655.5/1000.0] [batch_t 0.574 (0.432)] [data_t 0.015] [optim_t 0.558] [lr 0.000818] [CE 3.913 (3.991)] [KD 2.393 (2.422)] +2024-10-19 07:52:48,040 - Train: 65.56% [820100/1251000] [655.6/1000.0] [batch_t 0.419 (0.427)] [data_t 0.015] [optim_t 0.403] [lr 0.000818] [CE 4.140 (3.975)] [KD 2.488 (2.425)] +2024-10-19 07:53:09,110 - Train: 65.56% [820150/1251000] [655.6/1000.0] [batch_t 0.444 (0.421)] [data_t 0.015] [optim_t 0.428] [lr 0.000818] [CE 4.177 (4.043)] [KD 2.505 (2.439)] +2024-10-19 07:53:30,288 - Train: 65.56% [820200/1251000] [655.6/1000.0] [batch_t 0.411 (0.423)] [data_t 0.015] [optim_t 0.395] [lr 0.000818] [CE 3.853 (4.006)] [KD 2.228 (2.411)] +2024-10-19 07:53:51,432 - Train: 65.57% [820250/1251000] [655.7/1000.0] [batch_t 0.412 (0.423)] [data_t 0.015] [optim_t 0.397] [lr 0.000817] [CE 4.187 (4.045)] [KD 2.456 (2.462)] +2024-10-19 07:54:12,669 - Train: 65.57% [820300/1251000] [655.7/1000.0] [batch_t 0.420 (0.425)] [data_t 0.016] [optim_t 0.404] [lr 0.000817] [CE 3.788 (3.977)] [KD 2.317 (2.405)] +2024-10-19 07:54:33,445 - Train: 65.58% [820350/1251000] [655.8/1000.0] [batch_t 0.439 (0.415)] [data_t 0.015] [optim_t 0.424] [lr 0.000817] [CE 4.093 (4.057)] [KD 2.568 (2.450)] +2024-10-19 07:54:54,670 - Train: 65.58% [820400/1251000] [655.8/1000.0] [batch_t 0.415 (0.424)] [data_t 0.015] [optim_t 0.400] [lr 0.000817] [CE 4.284 (4.023)] [KD 2.466 (2.465)] +2024-10-19 07:55:15,888 - Train: 65.58% [820450/1251000] [655.8/1000.0] [batch_t 0.391 (0.424)] [data_t 0.015] [optim_t 0.375] [lr 0.000817] [CE 3.706 (4.037)] [KD 2.393 (2.469)] +2024-10-19 07:55:37,470 - Train: 65.59% [820500/1251000] [655.9/1000.0] [batch_t 0.411 (0.432)] [data_t 0.015] [optim_t 0.396] [lr 0.000817] [CE 4.172 (3.914)] [KD 2.611 (2.390)] +2024-10-19 07:55:58,506 - Train: 65.59% [820550/1251000] [655.9/1000.0] [batch_t 0.446 (0.421)] [data_t 0.015] [optim_t 0.431] [lr 0.000816] [CE 4.154 (4.016)] [KD 2.406 (2.417)] +2024-10-19 07:56:19,842 - Train: 65.60% [820600/1251000] [656.0/1000.0] [batch_t 0.407 (0.427)] [data_t 0.016] [optim_t 0.392] [lr 0.000816] [CE 3.444 (3.979)] [KD 2.328 (2.438)] +2024-10-19 07:56:40,794 - Train: 65.60% [820650/1251000] [656.0/1000.0] [batch_t 0.358 (0.419)] [data_t 0.015] [optim_t 0.342] [lr 0.000816] [CE 4.281 (3.995)] [KD 2.708 (2.428)] +2024-10-19 07:57:05,194 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 39885] [top5_cnt 47572] [top_all 50000] +2024-10-19 07:57:05,195 - net: 79.770 (95.144) +2024-10-19 07:57:25,884 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.406)] [top1_cnt 41019] [top5_cnt 48005] [top_all 50000] +2024-10-19 07:57:25,884 - net_E: 82.038 (96.010) +2024-10-19 07:57:26,049 - Max [top1: 79.806 (epoch: 654)] [top1-ema: 82.110 (epoch: 651)] +2024-10-19 07:57:26,050 - ==> Total time: 4 days, 8:15:34 Eta: 2 days, 6:40:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 07:57:50,129 - Train: 65.60% [820700/1251000] [656.0/1000.0] [batch_t 0.359 (0.515)] [data_t 0.016] [optim_t 0.343] [lr 0.000816] [CE 3.558 (3.899)] [KD 2.222 (2.385)] +2024-10-19 07:58:12,283 - Train: 65.61% [820750/1251000] [656.1/1000.0] [batch_t 0.402 (0.443)] [data_t 0.057] [optim_t 0.345] [lr 0.000816] [CE 3.701 (4.034)] [KD 2.228 (2.449)] +2024-10-19 07:58:34,493 - Train: 65.61% [820800/1251000] [656.1/1000.0] [batch_t 0.440 (0.444)] [data_t 0.099] [optim_t 0.341] [lr 0.000816] [CE 3.476 (3.969)] [KD 2.195 (2.390)] +2024-10-19 07:58:56,300 - Train: 65.62% [820850/1251000] [656.2/1000.0] [batch_t 0.360 (0.436)] [data_t 0.015] [optim_t 0.344] [lr 0.000815] [CE 3.454 (3.961)] [KD 2.118 (2.394)] +2024-10-19 07:59:17,929 - Train: 65.62% [820900/1251000] [656.2/1000.0] [batch_t 0.420 (0.432)] [data_t 0.015] [optim_t 0.405] [lr 0.000815] [CE 3.746 (3.992)] [KD 2.240 (2.432)] +2024-10-19 07:59:40,299 - Train: 65.62% [820950/1251000] [656.2/1000.0] [batch_t 0.518 (0.447)] [data_t 0.015] [optim_t 0.503] [lr 0.000815] [CE 4.117 (3.993)] [KD 2.469 (2.432)] +2024-10-19 08:00:02,332 - Train: 65.63% [821000/1251000] [656.3/1000.0] [batch_t 0.495 (0.441)] [data_t 0.015] [optim_t 0.480] [lr 0.000815] [CE 3.950 (4.069)] [KD 2.524 (2.476)] +2024-10-19 08:00:24,096 - Train: 65.63% [821050/1251000] [656.3/1000.0] [batch_t 0.391 (0.435)] [data_t 0.015] [optim_t 0.375] [lr 0.000815] [CE 3.824 (4.096)] [KD 2.261 (2.492)] +2024-10-19 08:00:45,163 - Train: 65.64% [821100/1251000] [656.4/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.000815] [CE 3.867 (4.010)] [KD 2.231 (2.403)] +2024-10-19 08:01:06,737 - Train: 65.64% [821150/1251000] [656.4/1000.0] [batch_t 0.479 (0.431)] [data_t 0.135] [optim_t 0.344] [lr 0.000814] [CE 4.212 (4.024)] [KD 2.496 (2.426)] +2024-10-19 08:01:28,154 - Train: 65.64% [821200/1251000] [656.4/1000.0] [batch_t 0.454 (0.428)] [data_t 0.015] [optim_t 0.439] [lr 0.000814] [CE 4.363 (3.978)] [KD 2.483 (2.410)] +2024-10-19 08:01:49,718 - Train: 65.65% [821250/1251000] [656.5/1000.0] [batch_t 0.453 (0.431)] [data_t 0.015] [optim_t 0.437] [lr 0.000814] [CE 3.717 (4.016)] [KD 2.321 (2.444)] +2024-10-19 08:02:10,783 - Train: 65.65% [821300/1251000] [656.5/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.000814] [CE 4.237 (3.959)] [KD 2.595 (2.439)] +2024-10-19 08:02:32,072 - Train: 65.66% [821350/1251000] [656.6/1000.0] [batch_t 0.420 (0.426)] [data_t 0.015] [optim_t 0.405] [lr 0.000814] [CE 3.914 (4.034)] [KD 2.276 (2.435)] +2024-10-19 08:02:52,801 - Train: 65.66% [821400/1251000] [656.6/1000.0] [batch_t 0.361 (0.415)] [data_t 0.016] [optim_t 0.345] [lr 0.000814] [CE 4.237 (3.941)] [KD 2.408 (2.382)] +2024-10-19 08:03:13,832 - Train: 65.66% [821450/1251000] [656.6/1000.0] [batch_t 0.451 (0.421)] [data_t 0.015] [optim_t 0.436] [lr 0.000813] [CE 4.248 (3.970)] [KD 2.582 (2.424)] +2024-10-19 08:03:35,730 - Train: 65.67% [821500/1251000] [656.7/1000.0] [batch_t 0.490 (0.438)] [data_t 0.015] [optim_t 0.474] [lr 0.000813] [CE 3.525 (4.072)] [KD 2.242 (2.464)] +2024-10-19 08:03:57,052 - Train: 65.67% [821550/1251000] [656.7/1000.0] [batch_t 0.499 (0.426)] [data_t 0.015] [optim_t 0.483] [lr 0.000813] [CE 4.040 (3.975)] [KD 2.403 (2.436)] +2024-10-19 08:04:18,614 - Train: 65.68% [821600/1251000] [656.8/1000.0] [batch_t 0.411 (0.431)] [data_t 0.015] [optim_t 0.396] [lr 0.000813] [CE 3.597 (3.937)] [KD 2.239 (2.401)] +2024-10-19 08:04:39,536 - Train: 65.68% [821650/1251000] [656.8/1000.0] [batch_t 0.392 (0.418)] [data_t 0.015] [optim_t 0.377] [lr 0.000813] [CE 3.852 (3.954)] [KD 2.347 (2.421)] +2024-10-19 08:05:01,258 - Train: 65.68% [821700/1251000] [656.8/1000.0] [batch_t 0.494 (0.434)] [data_t 0.015] [optim_t 0.478] [lr 0.000813] [CE 4.117 (4.014)] [KD 2.364 (2.438)] +2024-10-19 08:05:22,778 - Train: 65.69% [821750/1251000] [656.9/1000.0] [batch_t 0.498 (0.430)] [data_t 0.015] [optim_t 0.482] [lr 0.000812] [CE 4.283 (4.010)] [KD 2.362 (2.435)] +2024-10-19 08:05:43,601 - Train: 65.69% [821800/1251000] [656.9/1000.0] [batch_t 0.364 (0.416)] [data_t 0.016] [optim_t 0.349] [lr 0.000812] [CE 4.304 (4.049)] [KD 2.623 (2.457)] +2024-10-19 08:06:04,967 - Train: 65.70% [821850/1251000] [657.0/1000.0] [batch_t 0.449 (0.427)] [data_t 0.015] [optim_t 0.434] [lr 0.000812] [CE 3.829 (4.064)] [KD 2.395 (2.447)] +2024-10-19 08:06:26,130 - Train: 65.70% [821900/1251000] [657.0/1000.0] [batch_t 0.357 (0.423)] [data_t 0.015] [optim_t 0.342] [lr 0.000812] [CE 4.064 (3.991)] [KD 2.414 (2.415)] +2024-10-19 08:06:49,954 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 39850] [top5_cnt 47491] [top_all 50000] +2024-10-19 08:06:49,955 - net: 79.700 (94.982) +2024-10-19 08:07:10,956 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 41026] [top5_cnt 48016] [top_all 50000] +2024-10-19 08:07:10,957 - net_E: 82.052 (96.032) +2024-10-19 08:07:11,110 - Max [top1: 79.806 (epoch: 654)] [top1-ema: 82.110 (epoch: 651)] +2024-10-19 08:07:11,110 - ==> Total time: 4 days, 8:25:19 Eta: 2 days, 6:30:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 08:07:33,845 - Train: 65.70% [821950/1251000] [657.0/1000.0] [batch_t 0.439 (0.494)] [data_t 0.015] [optim_t 0.423] [lr 0.000812] [CE 3.964 (3.977)] [KD 2.306 (2.437)] +2024-10-19 08:07:54,693 - Train: 65.71% [822000/1251000] [657.1/1000.0] [batch_t 0.420 (0.417)] [data_t 0.015] [optim_t 0.404] [lr 0.000812] [CE 3.489 (4.004)] [KD 2.067 (2.404)] +2024-10-19 08:08:16,110 - Train: 65.71% [822050/1251000] [657.1/1000.0] [batch_t 0.402 (0.428)] [data_t 0.015] [optim_t 0.387] [lr 0.000811] [CE 4.252 (4.030)] [KD 2.622 (2.448)] +2024-10-19 08:08:37,411 - Train: 65.72% [822100/1251000] [657.2/1000.0] [batch_t 0.416 (0.426)] [data_t 0.015] [optim_t 0.400] [lr 0.000811] [CE 4.155 (3.956)] [KD 2.464 (2.437)] +2024-10-19 08:08:58,246 - Train: 65.72% [822150/1251000] [657.2/1000.0] [batch_t 0.427 (0.417)] [data_t 0.015] [optim_t 0.412] [lr 0.000811] [CE 3.913 (4.071)] [KD 2.293 (2.427)] +2024-10-19 08:09:19,510 - Train: 65.72% [822200/1251000] [657.2/1000.0] [batch_t 0.473 (0.425)] [data_t 0.015] [optim_t 0.458] [lr 0.000811] [CE 3.675 (3.996)] [KD 2.282 (2.404)] +2024-10-19 08:09:41,610 - Train: 65.73% [822250/1251000] [657.3/1000.0] [batch_t 0.460 (0.442)] [data_t 0.118] [optim_t 0.342] [lr 0.000811] [CE 4.120 (4.045)] [KD 2.619 (2.428)] +2024-10-19 08:10:04,001 - Train: 65.73% [822300/1251000] [657.3/1000.0] [batch_t 0.504 (0.448)] [data_t 0.162] [optim_t 0.343] [lr 0.000811] [CE 4.003 (4.001)] [KD 2.561 (2.413)] +2024-10-19 08:10:24,712 - Train: 65.74% [822350/1251000] [657.4/1000.0] [batch_t 0.416 (0.414)] [data_t 0.076] [optim_t 0.340] [lr 0.000810] [CE 3.823 (3.980)] [KD 2.347 (2.399)] +2024-10-19 08:10:45,638 - Train: 65.74% [822400/1251000] [657.4/1000.0] [batch_t 0.412 (0.418)] [data_t 0.070] [optim_t 0.342] [lr 0.000810] [CE 4.125 (3.975)] [KD 2.416 (2.434)] +2024-10-19 08:11:07,177 - Train: 65.74% [822450/1251000] [657.4/1000.0] [batch_t 0.358 (0.431)] [data_t 0.015] [optim_t 0.343] [lr 0.000810] [CE 4.434 (4.055)] [KD 2.583 (2.456)] +2024-10-19 08:11:28,022 - Train: 65.75% [822500/1251000] [657.5/1000.0] [batch_t 0.393 (0.417)] [data_t 0.049] [optim_t 0.345] [lr 0.000810] [CE 3.905 (4.020)] [KD 2.286 (2.442)] +2024-10-19 08:11:49,729 - Train: 65.75% [822550/1251000] [657.5/1000.0] [batch_t 0.410 (0.434)] [data_t 0.015] [optim_t 0.394] [lr 0.000810] [CE 3.536 (3.994)] [KD 2.314 (2.430)] +2024-10-19 08:12:11,014 - Train: 65.76% [822600/1251000] [657.6/1000.0] [batch_t 0.435 (0.426)] [data_t 0.016] [optim_t 0.419] [lr 0.000810] [CE 4.243 (3.921)] [KD 2.627 (2.407)] +2024-10-19 08:12:32,620 - Train: 65.76% [822650/1251000] [657.6/1000.0] [batch_t 0.429 (0.432)] [data_t 0.016] [optim_t 0.413] [lr 0.000809] [CE 4.073 (3.961)] [KD 2.519 (2.448)] +2024-10-19 08:12:54,030 - Train: 65.76% [822700/1251000] [657.6/1000.0] [batch_t 0.396 (0.428)] [data_t 0.015] [optim_t 0.380] [lr 0.000809] [CE 3.657 (4.018)] [KD 2.262 (2.464)] +2024-10-19 08:13:15,493 - Train: 65.77% [822750/1251000] [657.7/1000.0] [batch_t 0.421 (0.429)] [data_t 0.015] [optim_t 0.406] [lr 0.000809] [CE 4.250 (4.037)] [KD 2.545 (2.455)] +2024-10-19 08:13:36,960 - Train: 65.77% [822800/1251000] [657.7/1000.0] [batch_t 0.464 (0.429)] [data_t 0.015] [optim_t 0.449] [lr 0.000809] [CE 3.806 (3.996)] [KD 2.328 (2.424)] +2024-10-19 08:13:58,919 - Train: 65.78% [822850/1251000] [657.8/1000.0] [batch_t 0.474 (0.439)] [data_t 0.015] [optim_t 0.458] [lr 0.000809] [CE 4.421 (4.098)] [KD 2.599 (2.469)] +2024-10-19 08:14:20,714 - Train: 65.78% [822900/1251000] [657.8/1000.0] [batch_t 0.470 (0.436)] [data_t 0.015] [optim_t 0.455] [lr 0.000809] [CE 4.370 (3.962)] [KD 2.479 (2.412)] +2024-10-19 08:14:41,642 - Train: 65.78% [822950/1251000] [657.8/1000.0] [batch_t 0.419 (0.418)] [data_t 0.015] [optim_t 0.404] [lr 0.000808] [CE 4.164 (4.005)] [KD 2.441 (2.427)] +2024-10-19 08:15:03,040 - Train: 65.79% [823000/1251000] [657.9/1000.0] [batch_t 0.365 (0.428)] [data_t 0.015] [optim_t 0.349] [lr 0.000808] [CE 3.867 (4.048)] [KD 2.264 (2.449)] +2024-10-19 08:15:24,306 - Train: 65.79% [823050/1251000] [657.9/1000.0] [batch_t 0.370 (0.425)] [data_t 0.015] [optim_t 0.354] [lr 0.000808] [CE 4.169 (4.055)] [KD 2.617 (2.454)] +2024-10-19 08:15:45,862 - Train: 65.80% [823100/1251000] [658.0/1000.0] [batch_t 0.434 (0.431)] [data_t 0.015] [optim_t 0.418] [lr 0.000808] [CE 3.973 (3.994)] [KD 2.368 (2.412)] +2024-10-19 08:16:06,264 - Train: 65.80% [823150/1251000] [658.0/1000.0] [batch_t 0.362 (0.408)] [data_t 0.015] [optim_t 0.347] [lr 0.000808] [CE 3.733 (3.986)] [KD 2.310 (2.422)] +2024-10-19 08:16:31,000 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.433)] [top1_cnt 39671] [top5_cnt 47434] [top_all 50000] +2024-10-19 08:16:31,001 - net: 79.342 (94.868) +2024-10-19 08:16:53,019 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 41045] [top5_cnt 48021] [top_all 50000] +2024-10-19 08:16:53,019 - net_E: 82.090 (96.042) +2024-10-19 08:16:53,212 - Max [top1: 79.806 (epoch: 654)] [top1-ema: 82.110 (epoch: 651)] +2024-10-19 08:16:53,212 - ==> Total time: 4 days, 8:35:01 Eta: 2 days, 6:21:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 08:17:15,728 - Train: 65.80% [823200/1251000] [658.0/1000.0] [batch_t 0.438 (0.502)] [data_t 0.015] [optim_t 0.423] [lr 0.000808] [CE 4.236 (4.073)] [KD 2.592 (2.473)] +2024-10-19 08:17:37,996 - Train: 65.81% [823250/1251000] [658.1/1000.0] [batch_t 0.442 (0.445)] [data_t 0.015] [optim_t 0.426] [lr 0.000807] [CE 4.195 (3.969)] [KD 2.703 (2.413)] +2024-10-19 08:18:00,104 - Train: 65.81% [823300/1251000] [658.1/1000.0] [batch_t 0.448 (0.442)] [data_t 0.015] [optim_t 0.432] [lr 0.000807] [CE 4.123 (4.014)] [KD 2.421 (2.452)] +2024-10-19 08:18:22,275 - Train: 65.82% [823350/1251000] [658.2/1000.0] [batch_t 0.433 (0.443)] [data_t 0.015] [optim_t 0.418] [lr 0.000807] [CE 3.979 (4.026)] [KD 2.440 (2.428)] +2024-10-19 08:18:44,399 - Train: 65.82% [823400/1251000] [658.2/1000.0] [batch_t 0.444 (0.442)] [data_t 0.015] [optim_t 0.428] [lr 0.000807] [CE 4.402 (4.012)] [KD 2.605 (2.404)] +2024-10-19 08:19:06,439 - Train: 65.82% [823450/1251000] [658.2/1000.0] [batch_t 0.519 (0.441)] [data_t 0.015] [optim_t 0.503] [lr 0.000807] [CE 3.683 (3.968)] [KD 2.395 (2.398)] +2024-10-19 08:19:28,161 - Train: 65.83% [823500/1251000] [658.3/1000.0] [batch_t 0.447 (0.434)] [data_t 0.015] [optim_t 0.432] [lr 0.000807] [CE 4.134 (3.965)] [KD 2.507 (2.443)] +2024-10-19 08:19:50,011 - Train: 65.83% [823550/1251000] [658.3/1000.0] [batch_t 0.457 (0.437)] [data_t 0.015] [optim_t 0.442] [lr 0.000807] [CE 4.051 (4.022)] [KD 2.339 (2.418)] +2024-10-19 08:20:11,961 - Train: 65.84% [823600/1251000] [658.4/1000.0] [batch_t 0.439 (0.439)] [data_t 0.015] [optim_t 0.424] [lr 0.000806] [CE 3.799 (4.042)] [KD 2.375 (2.440)] +2024-10-19 08:20:33,768 - Train: 65.84% [823650/1251000] [658.4/1000.0] [batch_t 0.477 (0.436)] [data_t 0.015] [optim_t 0.462] [lr 0.000806] [CE 4.157 (4.002)] [KD 2.513 (2.405)] +2024-10-19 08:20:55,561 - Train: 65.84% [823700/1251000] [658.4/1000.0] [batch_t 0.443 (0.436)] [data_t 0.015] [optim_t 0.428] [lr 0.000806] [CE 4.296 (3.996)] [KD 2.696 (2.405)] +2024-10-19 08:21:17,380 - Train: 65.85% [823750/1251000] [658.5/1000.0] [batch_t 0.414 (0.436)] [data_t 0.015] [optim_t 0.398] [lr 0.000806] [CE 4.412 (4.040)] [KD 2.521 (2.464)] +2024-10-19 08:21:39,565 - Train: 65.85% [823800/1251000] [658.5/1000.0] [batch_t 0.393 (0.444)] [data_t 0.015] [optim_t 0.377] [lr 0.000806] [CE 3.660 (4.032)] [KD 2.407 (2.416)] +2024-10-19 08:22:01,650 - Train: 65.86% [823850/1251000] [658.6/1000.0] [batch_t 0.360 (0.442)] [data_t 0.015] [optim_t 0.344] [lr 0.000806] [CE 4.096 (4.024)] [KD 2.631 (2.424)] +2024-10-19 08:22:23,835 - Train: 65.86% [823900/1251000] [658.6/1000.0] [batch_t 0.401 (0.444)] [data_t 0.015] [optim_t 0.385] [lr 0.000805] [CE 3.801 (4.021)] [KD 2.274 (2.439)] +2024-10-19 08:22:46,067 - Train: 65.86% [823950/1251000] [658.6/1000.0] [batch_t 0.556 (0.445)] [data_t 0.015] [optim_t 0.540] [lr 0.000805] [CE 4.017 (3.975)] [KD 2.568 (2.409)] +2024-10-19 08:23:07,944 - Train: 65.87% [824000/1251000] [658.7/1000.0] [batch_t 0.425 (0.437)] [data_t 0.015] [optim_t 0.410] [lr 0.000805] [CE 3.691 (4.033)] [KD 2.446 (2.427)] +2024-10-19 08:23:30,085 - Train: 65.87% [824050/1251000] [658.7/1000.0] [batch_t 0.464 (0.443)] [data_t 0.015] [optim_t 0.449] [lr 0.000805] [CE 4.008 (4.008)] [KD 2.333 (2.425)] +2024-10-19 08:23:52,390 - Train: 65.88% [824100/1251000] [658.8/1000.0] [batch_t 0.362 (0.446)] [data_t 0.015] [optim_t 0.347] [lr 0.000805] [CE 4.188 (4.025)] [KD 2.447 (2.448)] +2024-10-19 08:24:14,690 - Train: 65.88% [824150/1251000] [658.8/1000.0] [batch_t 0.474 (0.446)] [data_t 0.015] [optim_t 0.458] [lr 0.000805] [CE 3.769 (3.997)] [KD 2.329 (2.394)] +2024-10-19 08:24:36,839 - Train: 65.88% [824200/1251000] [658.8/1000.0] [batch_t 0.418 (0.443)] [data_t 0.015] [optim_t 0.402] [lr 0.000804] [CE 4.441 (4.032)] [KD 2.654 (2.448)] +2024-10-19 08:24:58,934 - Train: 65.89% [824250/1251000] [658.9/1000.0] [batch_t 0.362 (0.442)] [data_t 0.015] [optim_t 0.347] [lr 0.000804] [CE 4.553 (4.032)] [KD 2.739 (2.433)] +2024-10-19 08:25:20,589 - Train: 65.89% [824300/1251000] [658.9/1000.0] [batch_t 0.483 (0.433)] [data_t 0.015] [optim_t 0.468] [lr 0.000804] [CE 4.045 (3.987)] [KD 2.511 (2.396)] +2024-10-19 08:25:42,741 - Train: 65.90% [824350/1251000] [659.0/1000.0] [batch_t 0.435 (0.443)] [data_t 0.015] [optim_t 0.420] [lr 0.000804] [CE 3.905 (4.043)] [KD 2.617 (2.437)] +2024-10-19 08:26:04,632 - Train: 65.90% [824400/1251000] [659.0/1000.0] [batch_t 0.364 (0.438)] [data_t 0.015] [optim_t 0.349] [lr 0.000804] [CE 3.463 (3.948)] [KD 2.233 (2.384)] +2024-10-19 08:26:29,741 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 39943] [top5_cnt 47532] [top_all 50000] +2024-10-19 08:26:29,741 - net: 79.886 (95.064) +2024-10-19 08:26:51,529 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41006] [top5_cnt 48017] [top_all 50000] +2024-10-19 08:26:51,529 - net_E: 82.012 (96.034) +2024-10-19 08:26:51,679 - Max [top1: 79.886 (epoch: 659)] [top1-ema: 82.110 (epoch: 651)] +2024-10-19 08:26:51,679 - ==> Total time: 4 days, 8:45:00 Eta: 2 days, 6:12:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 08:27:14,638 - Train: 65.90% [824450/1251000] [659.0/1000.0] [batch_t 0.365 (0.448)] [data_t 0.016] [optim_t 0.349] [lr 0.000804] [CE 4.157 (4.036)] [KD 2.286 (2.414)] +2024-10-19 08:27:35,778 - Train: 65.91% [824500/1251000] [659.1/1000.0] [batch_t 0.406 (0.423)] [data_t 0.062] [optim_t 0.344] [lr 0.000803] [CE 4.097 (4.023)] [KD 2.555 (2.429)] +2024-10-19 08:27:56,616 - Train: 65.91% [824550/1251000] [659.1/1000.0] [batch_t 0.392 (0.417)] [data_t 0.047] [optim_t 0.344] [lr 0.000803] [CE 4.304 (3.914)] [KD 2.577 (2.345)] +2024-10-19 08:28:17,801 - Train: 65.92% [824600/1251000] [659.2/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.000803] [CE 4.195 (3.921)] [KD 2.407 (2.385)] +2024-10-19 08:28:38,555 - Train: 65.92% [824650/1251000] [659.2/1000.0] [batch_t 0.456 (0.415)] [data_t 0.113] [optim_t 0.343] [lr 0.000803] [CE 4.022 (3.990)] [KD 2.616 (2.430)] +2024-10-19 08:28:59,917 - Train: 65.92% [824700/1251000] [659.2/1000.0] [batch_t 0.485 (0.427)] [data_t 0.137] [optim_t 0.348] [lr 0.000803] [CE 4.351 (3.993)] [KD 2.416 (2.426)] +2024-10-19 08:29:21,126 - Train: 65.93% [824750/1251000] [659.3/1000.0] [batch_t 0.458 (0.424)] [data_t 0.115] [optim_t 0.342] [lr 0.000803] [CE 3.527 (4.018)] [KD 2.236 (2.403)] +2024-10-19 08:29:42,343 - Train: 65.93% [824800/1251000] [659.3/1000.0] [batch_t 0.442 (0.424)] [data_t 0.094] [optim_t 0.348] [lr 0.000802] [CE 3.643 (3.963)] [KD 2.232 (2.395)] +2024-10-19 08:30:03,816 - Train: 65.94% [824850/1251000] [659.4/1000.0] [batch_t 0.399 (0.429)] [data_t 0.055] [optim_t 0.344] [lr 0.000802] [CE 3.924 (4.029)] [KD 2.162 (2.401)] +2024-10-19 08:30:25,031 - Train: 65.94% [824900/1251000] [659.4/1000.0] [batch_t 0.413 (0.424)] [data_t 0.068] [optim_t 0.345] [lr 0.000802] [CE 4.028 (4.016)] [KD 2.494 (2.426)] +2024-10-19 08:30:46,411 - Train: 65.94% [824950/1251000] [659.4/1000.0] [batch_t 0.401 (0.427)] [data_t 0.058] [optim_t 0.343] [lr 0.000802] [CE 4.356 (3.947)] [KD 2.460 (2.376)] +2024-10-19 08:31:07,544 - Train: 65.95% [825000/1251000] [659.5/1000.0] [batch_t 0.450 (0.423)] [data_t 0.105] [optim_t 0.345] [lr 0.000802] [CE 4.149 (3.949)] [KD 2.422 (2.384)] +2024-10-19 08:31:28,229 - Train: 65.95% [825050/1251000] [659.5/1000.0] [batch_t 0.410 (0.414)] [data_t 0.066] [optim_t 0.345] [lr 0.000802] [CE 4.433 (4.032)] [KD 2.416 (2.402)] +2024-10-19 08:31:49,389 - Train: 65.96% [825100/1251000] [659.6/1000.0] [batch_t 0.438 (0.423)] [data_t 0.094] [optim_t 0.344] [lr 0.000801] [CE 3.502 (3.986)] [KD 2.160 (2.409)] +2024-10-19 08:32:10,999 - Train: 65.96% [825150/1251000] [659.6/1000.0] [batch_t 0.443 (0.432)] [data_t 0.092] [optim_t 0.351] [lr 0.000801] [CE 4.104 (3.965)] [KD 2.330 (2.410)] +2024-10-19 08:32:32,362 - Train: 65.96% [825200/1251000] [659.6/1000.0] [batch_t 0.389 (0.427)] [data_t 0.043] [optim_t 0.346] [lr 0.000801] [CE 3.630 (3.976)] [KD 2.310 (2.407)] +2024-10-19 08:32:53,831 - Train: 65.97% [825250/1251000] [659.7/1000.0] [batch_t 0.424 (0.429)] [data_t 0.074] [optim_t 0.350] [lr 0.000801] [CE 4.178 (4.024)] [KD 2.391 (2.428)] +2024-10-19 08:33:14,939 - Train: 65.97% [825300/1251000] [659.7/1000.0] [batch_t 0.388 (0.422)] [data_t 0.044] [optim_t 0.343] [lr 0.000801] [CE 4.200 (4.002)] [KD 2.317 (2.427)] +2024-10-19 08:33:36,118 - Train: 65.98% [825350/1251000] [659.8/1000.0] [batch_t 0.408 (0.423)] [data_t 0.060] [optim_t 0.348] [lr 0.000801] [CE 4.270 (3.990)] [KD 2.481 (2.421)] +2024-10-19 08:33:57,246 - Train: 65.98% [825400/1251000] [659.8/1000.0] [batch_t 0.393 (0.422)] [data_t 0.049] [optim_t 0.344] [lr 0.000800] [CE 4.467 (3.982)] [KD 2.681 (2.409)] +2024-10-19 08:34:18,434 - Train: 65.98% [825450/1251000] [659.8/1000.0] [batch_t 0.422 (0.424)] [data_t 0.078] [optim_t 0.344] [lr 0.000800] [CE 3.995 (3.947)] [KD 2.431 (2.377)] +2024-10-19 08:34:39,957 - Train: 65.99% [825500/1251000] [659.9/1000.0] [batch_t 0.487 (0.430)] [data_t 0.145] [optim_t 0.341] [lr 0.000800] [CE 4.341 (4.039)] [KD 2.666 (2.440)] +2024-10-19 08:35:01,448 - Train: 65.99% [825550/1251000] [659.9/1000.0] [batch_t 0.428 (0.430)] [data_t 0.083] [optim_t 0.345] [lr 0.000800] [CE 3.506 (3.966)] [KD 2.162 (2.396)] +2024-10-19 08:35:22,769 - Train: 66.00% [825600/1251000] [660.0/1000.0] [batch_t 0.433 (0.426)] [data_t 0.089] [optim_t 0.345] [lr 0.000800] [CE 3.364 (4.014)] [KD 2.132 (2.445)] +2024-10-19 08:35:43,553 - Train: 66.00% [825650/1251000] [660.0/1000.0] [batch_t 0.358 (0.416)] [data_t 0.015] [optim_t 0.343] [lr 0.000800] [CE 3.972 (3.941)] [KD 2.501 (2.405)] +2024-10-19 08:36:08,074 - Test (net): 100.00% [50/50] [batch_t 0.134 (0.414)] [top1_cnt 39910] [top5_cnt 47516] [top_all 50000] +2024-10-19 08:36:08,075 - net: 79.820 (95.032) +2024-10-19 08:36:29,177 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 41014] [top5_cnt 48017] [top_all 50000] +2024-10-19 08:36:29,178 - net_E: 82.028 (96.034) +2024-10-19 08:36:29,324 - Max [top1: 79.886 (epoch: 659)] [top1-ema: 82.110 (epoch: 651)] +2024-10-19 08:36:29,324 - ==> Total time: 4 days, 8:54:37 Eta: 2 days, 6:02:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 08:36:52,544 - Train: 66.00% [825700/1251000] [660.0/1000.0] [batch_t 0.359 (0.476)] [data_t 0.016] [optim_t 0.343] [lr 0.000799] [CE 4.364 (3.983)] [KD 2.745 (2.395)] +2024-10-19 08:37:14,571 - Train: 66.01% [825750/1251000] [660.1/1000.0] [batch_t 0.467 (0.440)] [data_t 0.015] [optim_t 0.452] [lr 0.000799] [CE 4.043 (3.987)] [KD 2.429 (2.406)] +2024-10-19 08:37:36,699 - Train: 66.01% [825800/1251000] [660.1/1000.0] [batch_t 0.418 (0.442)] [data_t 0.016] [optim_t 0.403] [lr 0.000799] [CE 4.614 (4.073)] [KD 2.698 (2.440)] +2024-10-19 08:37:58,258 - Train: 66.02% [825850/1251000] [660.2/1000.0] [batch_t 0.429 (0.431)] [data_t 0.015] [optim_t 0.414] [lr 0.000799] [CE 4.307 (3.986)] [KD 2.564 (2.408)] +2024-10-19 08:38:20,154 - Train: 66.02% [825900/1251000] [660.2/1000.0] [batch_t 0.364 (0.438)] [data_t 0.015] [optim_t 0.349] [lr 0.000799] [CE 4.129 (4.009)] [KD 2.444 (2.409)] +2024-10-19 08:38:41,300 - Train: 66.02% [825950/1251000] [660.2/1000.0] [batch_t 0.473 (0.423)] [data_t 0.015] [optim_t 0.457] [lr 0.000799] [CE 3.230 (3.960)] [KD 2.076 (2.370)] +2024-10-19 08:39:02,375 - Train: 66.03% [826000/1251000] [660.3/1000.0] [batch_t 0.511 (0.421)] [data_t 0.015] [optim_t 0.496] [lr 0.000798] [CE 4.019 (3.973)] [KD 2.341 (2.378)] +2024-10-19 08:39:22,887 - Train: 66.03% [826050/1251000] [660.3/1000.0] [batch_t 0.442 (0.410)] [data_t 0.015] [optim_t 0.427] [lr 0.000798] [CE 4.034 (3.996)] [KD 2.458 (2.423)] +2024-10-19 08:39:43,739 - Train: 66.04% [826100/1251000] [660.4/1000.0] [batch_t 0.440 (0.417)] [data_t 0.016] [optim_t 0.424] [lr 0.000798] [CE 4.492 (4.004)] [KD 2.669 (2.418)] +2024-10-19 08:40:05,238 - Train: 66.04% [826150/1251000] [660.4/1000.0] [batch_t 0.522 (0.430)] [data_t 0.015] [optim_t 0.506] [lr 0.000798] [CE 4.367 (4.026)] [KD 2.569 (2.456)] +2024-10-19 08:40:26,537 - Train: 66.04% [826200/1251000] [660.4/1000.0] [batch_t 0.476 (0.426)] [data_t 0.015] [optim_t 0.460] [lr 0.000798] [CE 4.190 (3.991)] [KD 2.642 (2.420)] +2024-10-19 08:40:48,943 - Train: 66.05% [826250/1251000] [660.5/1000.0] [batch_t 0.498 (0.448)] [data_t 0.015] [optim_t 0.482] [lr 0.000798] [CE 3.910 (3.954)] [KD 2.498 (2.408)] +2024-10-19 08:41:10,838 - Train: 66.05% [826300/1251000] [660.5/1000.0] [batch_t 0.360 (0.438)] [data_t 0.016] [optim_t 0.344] [lr 0.000798] [CE 3.662 (3.995)] [KD 2.295 (2.419)] +2024-10-19 08:41:32,963 - Train: 66.06% [826350/1251000] [660.6/1000.0] [batch_t 0.358 (0.442)] [data_t 0.016] [optim_t 0.343] [lr 0.000797] [CE 3.826 (3.982)] [KD 2.400 (2.416)] +2024-10-19 08:41:54,226 - Train: 66.06% [826400/1251000] [660.6/1000.0] [batch_t 0.412 (0.425)] [data_t 0.016] [optim_t 0.396] [lr 0.000797] [CE 4.054 (4.052)] [KD 2.458 (2.423)] +2024-10-19 08:42:16,030 - Train: 66.06% [826450/1251000] [660.6/1000.0] [batch_t 0.460 (0.436)] [data_t 0.015] [optim_t 0.445] [lr 0.000797] [CE 3.750 (3.994)] [KD 2.455 (2.390)] +2024-10-19 08:42:37,230 - Train: 66.07% [826500/1251000] [660.7/1000.0] [batch_t 0.366 (0.424)] [data_t 0.016] [optim_t 0.351] [lr 0.000797] [CE 3.522 (4.011)] [KD 2.293 (2.447)] +2024-10-19 08:42:59,455 - Train: 66.07% [826550/1251000] [660.7/1000.0] [batch_t 0.434 (0.444)] [data_t 0.015] [optim_t 0.418] [lr 0.000797] [CE 4.239 (4.027)] [KD 2.496 (2.424)] +2024-10-19 08:43:20,875 - Train: 66.08% [826600/1251000] [660.8/1000.0] [batch_t 0.404 (0.428)] [data_t 0.016] [optim_t 0.388] [lr 0.000797] [CE 3.930 (4.001)] [KD 2.289 (2.406)] +2024-10-19 08:43:43,049 - Train: 66.08% [826650/1251000] [660.8/1000.0] [batch_t 0.430 (0.443)] [data_t 0.015] [optim_t 0.415] [lr 0.000796] [CE 4.415 (3.985)] [KD 2.565 (2.400)] +2024-10-19 08:44:04,383 - Train: 66.08% [826700/1251000] [660.8/1000.0] [batch_t 0.419 (0.427)] [data_t 0.015] [optim_t 0.404] [lr 0.000796] [CE 4.347 (3.962)] [KD 2.698 (2.436)] +2024-10-19 08:44:25,986 - Train: 66.09% [826750/1251000] [660.9/1000.0] [batch_t 0.390 (0.432)] [data_t 0.015] [optim_t 0.375] [lr 0.000796] [CE 3.502 (3.910)] [KD 2.042 (2.356)] +2024-10-19 08:44:47,832 - Train: 66.09% [826800/1251000] [660.9/1000.0] [batch_t 0.422 (0.437)] [data_t 0.016] [optim_t 0.406] [lr 0.000796] [CE 3.817 (4.020)] [KD 2.229 (2.419)] +2024-10-19 08:45:09,106 - Train: 66.10% [826850/1251000] [661.0/1000.0] [batch_t 0.426 (0.425)] [data_t 0.015] [optim_t 0.411] [lr 0.000796] [CE 3.993 (3.943)] [KD 2.362 (2.388)] +2024-10-19 08:45:30,570 - Train: 66.10% [826900/1251000] [661.0/1000.0] [batch_t 0.357 (0.429)] [data_t 0.015] [optim_t 0.342] [lr 0.000796] [CE 3.961 (3.941)] [KD 2.475 (2.407)] +2024-10-19 08:45:56,280 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 39753] [top5_cnt 47490] [top_all 50000] +2024-10-19 08:45:56,281 - net: 79.506 (94.980) +2024-10-19 08:46:17,420 - Test (net_E): 100.00% [50/50] [batch_t 0.131 (0.415)] [top1_cnt 41038] [top5_cnt 48016] [top_all 50000] +2024-10-19 08:46:17,421 - net_E: 82.076 (96.032) +2024-10-19 08:46:17,558 - Max [top1: 79.886 (epoch: 659)] [top1-ema: 82.110 (epoch: 651)] +2024-10-19 08:46:17,558 - ==> Total time: 4 days, 9:04:26 Eta: 2 days, 5:53:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 08:46:38,838 - Train: 66.10% [826950/1251000] [661.0/1000.0] [batch_t 0.361 (0.505)] [data_t 0.016] [optim_t 0.345] [lr 0.000795] [CE 4.242 (3.942)] [KD 2.433 (2.385)] +2024-10-19 08:47:00,249 - Train: 66.11% [827000/1251000] [661.1/1000.0] [batch_t 0.467 (0.428)] [data_t 0.015] [optim_t 0.451] [lr 0.000795] [CE 4.304 (3.989)] [KD 2.563 (2.414)] +2024-10-19 08:47:22,373 - Train: 66.11% [827050/1251000] [661.1/1000.0] [batch_t 0.465 (0.442)] [data_t 0.015] [optim_t 0.450] [lr 0.000795] [CE 4.056 (3.974)] [KD 2.377 (2.407)] +2024-10-19 08:47:44,784 - Train: 66.12% [827100/1251000] [661.2/1000.0] [batch_t 0.395 (0.448)] [data_t 0.015] [optim_t 0.380] [lr 0.000795] [CE 4.122 (3.921)] [KD 2.340 (2.337)] +2024-10-19 08:48:07,262 - Train: 66.12% [827150/1251000] [661.2/1000.0] [batch_t 0.485 (0.449)] [data_t 0.015] [optim_t 0.470] [lr 0.000795] [CE 4.023 (4.024)] [KD 2.325 (2.426)] +2024-10-19 08:48:29,566 - Train: 66.12% [827200/1251000] [661.2/1000.0] [batch_t 0.447 (0.446)] [data_t 0.015] [optim_t 0.431] [lr 0.000795] [CE 3.977 (4.057)] [KD 2.437 (2.446)] +2024-10-19 08:48:51,674 - Train: 66.13% [827250/1251000] [661.3/1000.0] [batch_t 0.448 (0.442)] [data_t 0.015] [optim_t 0.433] [lr 0.000794] [CE 4.211 (3.949)] [KD 2.454 (2.381)] +2024-10-19 08:49:13,873 - Train: 66.13% [827300/1251000] [661.3/1000.0] [batch_t 0.361 (0.444)] [data_t 0.015] [optim_t 0.346] [lr 0.000794] [CE 3.615 (3.985)] [KD 2.095 (2.396)] +2024-10-19 08:49:35,978 - Train: 66.14% [827350/1251000] [661.4/1000.0] [batch_t 0.421 (0.442)] [data_t 0.015] [optim_t 0.406] [lr 0.000794] [CE 4.123 (4.003)] [KD 2.523 (2.401)] +2024-10-19 08:49:58,115 - Train: 66.14% [827400/1251000] [661.4/1000.0] [batch_t 0.483 (0.443)] [data_t 0.015] [optim_t 0.468] [lr 0.000794] [CE 4.223 (3.979)] [KD 2.449 (2.386)] +2024-10-19 08:50:20,543 - Train: 66.14% [827450/1251000] [661.4/1000.0] [batch_t 0.429 (0.448)] [data_t 0.015] [optim_t 0.414] [lr 0.000794] [CE 4.314 (4.019)] [KD 2.467 (2.435)] +2024-10-19 08:50:42,290 - Train: 66.15% [827500/1251000] [661.5/1000.0] [batch_t 0.388 (0.435)] [data_t 0.015] [optim_t 0.373] [lr 0.000794] [CE 4.407 (4.058)] [KD 2.495 (2.447)] +2024-10-19 08:51:04,618 - Train: 66.15% [827550/1251000] [661.5/1000.0] [batch_t 0.455 (0.446)] [data_t 0.015] [optim_t 0.440] [lr 0.000793] [CE 3.882 (3.970)] [KD 2.325 (2.422)] +2024-10-19 08:51:26,078 - Train: 66.16% [827600/1251000] [661.6/1000.0] [batch_t 0.443 (0.429)] [data_t 0.015] [optim_t 0.428] [lr 0.000793] [CE 4.265 (4.061)] [KD 2.483 (2.459)] +2024-10-19 08:51:47,557 - Train: 66.16% [827650/1251000] [661.6/1000.0] [batch_t 0.401 (0.429)] [data_t 0.015] [optim_t 0.385] [lr 0.000793] [CE 4.354 (3.945)] [KD 2.708 (2.391)] +2024-10-19 08:52:08,346 - Train: 66.16% [827700/1251000] [661.6/1000.0] [batch_t 0.490 (0.416)] [data_t 0.015] [optim_t 0.475] [lr 0.000793] [CE 3.741 (3.922)] [KD 2.352 (2.379)] +2024-10-19 08:52:28,778 - Train: 66.17% [827750/1251000] [661.7/1000.0] [batch_t 0.379 (0.409)] [data_t 0.015] [optim_t 0.363] [lr 0.000793] [CE 3.837 (3.969)] [KD 2.406 (2.394)] +2024-10-19 08:52:50,976 - Train: 66.17% [827800/1251000] [661.7/1000.0] [batch_t 0.360 (0.444)] [data_t 0.015] [optim_t 0.345] [lr 0.000793] [CE 3.856 (4.012)] [KD 2.356 (2.439)] +2024-10-19 08:53:12,453 - Train: 66.18% [827850/1251000] [661.8/1000.0] [batch_t 0.450 (0.429)] [data_t 0.015] [optim_t 0.435] [lr 0.000792] [CE 3.922 (3.954)] [KD 2.563 (2.383)] +2024-10-19 08:53:33,938 - Train: 66.18% [827900/1251000] [661.8/1000.0] [batch_t 0.537 (0.430)] [data_t 0.015] [optim_t 0.522] [lr 0.000792] [CE 4.403 (3.989)] [KD 2.650 (2.414)] +2024-10-19 08:53:55,693 - Train: 66.18% [827950/1251000] [661.8/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.348] [lr 0.000792] [CE 4.345 (3.994)] [KD 2.657 (2.397)] +2024-10-19 08:54:16,282 - Train: 66.19% [828000/1251000] [661.9/1000.0] [batch_t 0.361 (0.412)] [data_t 0.015] [optim_t 0.346] [lr 0.000792] [CE 3.995 (4.028)] [KD 2.224 (2.410)] +2024-10-19 08:54:37,647 - Train: 66.19% [828050/1251000] [661.9/1000.0] [batch_t 0.358 (0.427)] [data_t 0.015] [optim_t 0.342] [lr 0.000792] [CE 3.569 (4.002)] [KD 2.237 (2.402)] +2024-10-19 08:54:59,135 - Train: 66.20% [828100/1251000] [662.0/1000.0] [batch_t 0.473 (0.430)] [data_t 0.015] [optim_t 0.457] [lr 0.000792] [CE 4.107 (3.914)] [KD 2.193 (2.361)] +2024-10-19 08:55:20,166 - Train: 66.20% [828150/1251000] [662.0/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.000791] [CE 3.593 (3.955)] [KD 2.223 (2.392)] +2024-10-19 08:55:45,994 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39821] [top5_cnt 47485] [top_all 50000] +2024-10-19 08:55:45,995 - net: 79.642 (94.970) +2024-10-19 08:56:08,797 - Test (net_E): 100.00% [50/50] [batch_t 0.142 (0.449)] [top1_cnt 41071] [top5_cnt 48005] [top_all 50000] +2024-10-19 08:56:08,797 - net_E: 82.142 (96.010) +2024-10-19 08:56:08,966 - Max [top1: 79.886 (epoch: 659)] [top1-ema: 82.142 (epoch: 662)] +2024-10-19 08:56:08,966 - ==> Total time: 4 days, 9:14:17 Eta: 2 days, 5:43:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 08:56:30,951 - Train: 66.20% [828200/1251000] [662.0/1000.0] [batch_t 0.533 (0.466)] [data_t 0.182] [optim_t 0.350] [lr 0.000791] [CE 4.202 (4.034)] [KD 2.444 (2.431)] +2024-10-19 08:56:52,105 - Train: 66.21% [828250/1251000] [662.1/1000.0] [batch_t 0.459 (0.423)] [data_t 0.114] [optim_t 0.345] [lr 0.000791] [CE 4.376 (3.933)] [KD 2.599 (2.392)] +2024-10-19 08:57:13,599 - Train: 66.21% [828300/1251000] [662.1/1000.0] [batch_t 0.391 (0.430)] [data_t 0.043] [optim_t 0.348] [lr 0.000791] [CE 3.652 (3.905)] [KD 2.126 (2.359)] +2024-10-19 08:57:35,267 - Train: 66.22% [828350/1251000] [662.2/1000.0] [batch_t 0.411 (0.433)] [data_t 0.015] [optim_t 0.395] [lr 0.000791] [CE 4.033 (3.961)] [KD 2.591 (2.386)] +2024-10-19 08:57:57,173 - Train: 66.22% [828400/1251000] [662.2/1000.0] [batch_t 0.395 (0.438)] [data_t 0.015] [optim_t 0.380] [lr 0.000791] [CE 3.958 (4.024)] [KD 2.394 (2.420)] +2024-10-19 08:58:18,866 - Train: 66.22% [828450/1251000] [662.2/1000.0] [batch_t 0.388 (0.434)] [data_t 0.015] [optim_t 0.372] [lr 0.000790] [CE 3.795 (4.041)] [KD 2.396 (2.410)] +2024-10-19 08:58:40,283 - Train: 66.23% [828500/1251000] [662.3/1000.0] [batch_t 0.474 (0.428)] [data_t 0.015] [optim_t 0.458] [lr 0.000790] [CE 3.559 (3.954)] [KD 2.169 (2.370)] +2024-10-19 08:59:01,998 - Train: 66.23% [828550/1251000] [662.3/1000.0] [batch_t 0.443 (0.434)] [data_t 0.015] [optim_t 0.427] [lr 0.000790] [CE 3.767 (3.995)] [KD 2.312 (2.387)] +2024-10-19 08:59:23,779 - Train: 66.24% [828600/1251000] [662.4/1000.0] [batch_t 0.477 (0.435)] [data_t 0.016] [optim_t 0.462] [lr 0.000790] [CE 3.827 (4.070)] [KD 2.207 (2.420)] +2024-10-19 08:59:45,539 - Train: 66.24% [828650/1251000] [662.4/1000.0] [batch_t 0.417 (0.435)] [data_t 0.016] [optim_t 0.401] [lr 0.000790] [CE 3.990 (3.985)] [KD 2.397 (2.374)] +2024-10-19 09:00:07,420 - Train: 66.24% [828700/1251000] [662.4/1000.0] [batch_t 0.415 (0.437)] [data_t 0.015] [optim_t 0.399] [lr 0.000790] [CE 4.088 (4.043)] [KD 2.310 (2.441)] +2024-10-19 09:00:28,582 - Train: 66.25% [828750/1251000] [662.5/1000.0] [batch_t 0.436 (0.423)] [data_t 0.016] [optim_t 0.420] [lr 0.000790] [CE 3.972 (4.060)] [KD 2.593 (2.405)] +2024-10-19 09:00:49,550 - Train: 66.25% [828800/1251000] [662.5/1000.0] [batch_t 0.369 (0.419)] [data_t 0.015] [optim_t 0.354] [lr 0.000789] [CE 3.575 (4.057)] [KD 2.329 (2.433)] +2024-10-19 09:01:11,030 - Train: 66.25% [828850/1251000] [662.5/1000.0] [batch_t 0.408 (0.429)] [data_t 0.015] [optim_t 0.392] [lr 0.000789] [CE 4.031 (3.961)] [KD 2.559 (2.384)] +2024-10-19 09:01:32,393 - Train: 66.26% [828900/1251000] [662.6/1000.0] [batch_t 0.429 (0.427)] [data_t 0.015] [optim_t 0.414] [lr 0.000789] [CE 4.119 (3.970)] [KD 2.411 (2.374)] +2024-10-19 09:01:53,606 - Train: 66.26% [828950/1251000] [662.6/1000.0] [batch_t 0.506 (0.424)] [data_t 0.016] [optim_t 0.490] [lr 0.000789] [CE 4.451 (4.001)] [KD 2.608 (2.424)] +2024-10-19 09:02:14,890 - Train: 66.27% [829000/1251000] [662.7/1000.0] [batch_t 0.460 (0.426)] [data_t 0.015] [optim_t 0.445] [lr 0.000789] [CE 3.899 (4.024)] [KD 2.299 (2.417)] +2024-10-19 09:02:36,463 - Train: 66.27% [829050/1251000] [662.7/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.000789] [CE 3.967 (3.951)] [KD 2.375 (2.403)] +2024-10-19 09:02:57,981 - Train: 66.27% [829100/1251000] [662.7/1000.0] [batch_t 0.416 (0.430)] [data_t 0.015] [optim_t 0.401] [lr 0.000788] [CE 3.624 (3.998)] [KD 2.211 (2.426)] +2024-10-19 09:03:19,615 - Train: 66.28% [829150/1251000] [662.8/1000.0] [batch_t 0.485 (0.433)] [data_t 0.015] [optim_t 0.470] [lr 0.000788] [CE 3.486 (4.006)] [KD 2.089 (2.412)] +2024-10-19 09:03:41,320 - Train: 66.28% [829200/1251000] [662.8/1000.0] [batch_t 0.498 (0.434)] [data_t 0.015] [optim_t 0.483] [lr 0.000788] [CE 3.966 (3.947)] [KD 2.456 (2.394)] +2024-10-19 09:04:03,293 - Train: 66.29% [829250/1251000] [662.9/1000.0] [batch_t 0.370 (0.439)] [data_t 0.015] [optim_t 0.355] [lr 0.000788] [CE 4.370 (4.106)] [KD 2.664 (2.480)] +2024-10-19 09:04:24,764 - Train: 66.29% [829300/1251000] [662.9/1000.0] [batch_t 0.440 (0.429)] [data_t 0.015] [optim_t 0.425] [lr 0.000788] [CE 3.967 (4.037)] [KD 2.325 (2.429)] +2024-10-19 09:04:46,184 - Train: 66.29% [829350/1251000] [662.9/1000.0] [batch_t 0.386 (0.428)] [data_t 0.015] [optim_t 0.371] [lr 0.000788] [CE 3.906 (3.967)] [KD 2.274 (2.385)] +2024-10-19 09:05:07,957 - Train: 66.30% [829400/1251000] [663.0/1000.0] [batch_t 0.440 (0.435)] [data_t 0.015] [optim_t 0.425] [lr 0.000787] [CE 4.163 (4.090)] [KD 2.566 (2.460)] +2024-10-19 09:05:33,953 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 39801] [top5_cnt 47486] [top_all 50000] +2024-10-19 09:05:33,954 - net: 79.602 (94.972) +2024-10-19 09:05:55,348 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 41069] [top5_cnt 48033] [top_all 50000] +2024-10-19 09:05:55,348 - net_E: 82.138 (96.066) +2024-10-19 09:05:55,499 - Max [top1: 79.886 (epoch: 659)] [top1-ema: 82.142 (epoch: 662)] +2024-10-19 09:05:55,499 - ==> Total time: 4 days, 9:24:04 Eta: 2 days, 5:34:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 09:06:15,912 - Train: 66.30% [829450/1251000] [663.0/1000.0] [batch_t 0.362 (0.512)] [data_t 0.015] [optim_t 0.347] [lr 0.000787] [CE 4.042 (3.957)] [KD 2.434 (2.375)] +2024-10-19 09:06:36,866 - Train: 66.31% [829500/1251000] [663.1/1000.0] [batch_t 0.421 (0.419)] [data_t 0.015] [optim_t 0.406] [lr 0.000787] [CE 3.878 (4.027)] [KD 2.273 (2.418)] +2024-10-19 09:06:58,588 - Train: 66.31% [829550/1251000] [663.1/1000.0] [batch_t 0.368 (0.434)] [data_t 0.015] [optim_t 0.352] [lr 0.000787] [CE 4.429 (4.022)] [KD 2.654 (2.418)] +2024-10-19 09:07:19,528 - Train: 66.31% [829600/1251000] [663.1/1000.0] [batch_t 0.436 (0.419)] [data_t 0.090] [optim_t 0.345] [lr 0.000787] [CE 3.674 (3.989)] [KD 2.251 (2.364)] +2024-10-19 09:07:41,391 - Train: 66.32% [829650/1251000] [663.2/1000.0] [batch_t 0.435 (0.437)] [data_t 0.092] [optim_t 0.343] [lr 0.000787] [CE 3.559 (3.965)] [KD 2.119 (2.393)] +2024-10-19 09:08:02,916 - Train: 66.32% [829700/1251000] [663.2/1000.0] [batch_t 0.361 (0.430)] [data_t 0.015] [optim_t 0.346] [lr 0.000786] [CE 3.626 (4.070)] [KD 2.210 (2.444)] +2024-10-19 09:08:24,367 - Train: 66.33% [829750/1251000] [663.3/1000.0] [batch_t 0.414 (0.429)] [data_t 0.015] [optim_t 0.399] [lr 0.000786] [CE 4.294 (4.034)] [KD 2.464 (2.423)] +2024-10-19 09:08:45,480 - Train: 66.33% [829800/1251000] [663.3/1000.0] [batch_t 0.360 (0.422)] [data_t 0.016] [optim_t 0.344] [lr 0.000786] [CE 3.619 (3.983)] [KD 2.322 (2.409)] +2024-10-19 09:09:06,674 - Train: 66.33% [829850/1251000] [663.3/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.000786] [CE 3.767 (3.992)] [KD 2.245 (2.411)] +2024-10-19 09:09:27,162 - Train: 66.34% [829900/1251000] [663.4/1000.0] [batch_t 0.419 (0.410)] [data_t 0.016] [optim_t 0.403] [lr 0.000786] [CE 3.883 (3.986)] [KD 2.222 (2.413)] +2024-10-19 09:09:47,896 - Train: 66.34% [829950/1251000] [663.4/1000.0] [batch_t 0.387 (0.415)] [data_t 0.016] [optim_t 0.372] [lr 0.000786] [CE 3.676 (4.043)] [KD 2.241 (2.454)] +2024-10-19 09:10:09,027 - Train: 66.35% [830000/1251000] [663.5/1000.0] [batch_t 0.432 (0.423)] [data_t 0.015] [optim_t 0.417] [lr 0.000785] [CE 3.772 (3.941)] [KD 2.269 (2.395)] +2024-10-19 09:10:29,783 - Train: 66.35% [830050/1251000] [663.5/1000.0] [batch_t 0.505 (0.415)] [data_t 0.015] [optim_t 0.490] [lr 0.000785] [CE 4.010 (3.976)] [KD 2.256 (2.390)] +2024-10-19 09:10:50,589 - Train: 66.35% [830100/1251000] [663.5/1000.0] [batch_t 0.379 (0.416)] [data_t 0.015] [optim_t 0.364] [lr 0.000785] [CE 3.954 (3.990)] [KD 2.386 (2.405)] +2024-10-19 09:11:11,662 - Train: 66.36% [830150/1251000] [663.6/1000.0] [batch_t 0.425 (0.421)] [data_t 0.015] [optim_t 0.410] [lr 0.000785] [CE 4.033 (4.052)] [KD 2.463 (2.414)] +2024-10-19 09:11:32,998 - Train: 66.36% [830200/1251000] [663.6/1000.0] [batch_t 0.501 (0.427)] [data_t 0.015] [optim_t 0.486] [lr 0.000785] [CE 3.111 (4.031)] [KD 2.072 (2.429)] +2024-10-19 09:11:54,476 - Train: 66.37% [830250/1251000] [663.7/1000.0] [batch_t 0.868 (0.429)] [data_t 0.015] [optim_t 0.853] [lr 0.000785] [CE 4.212 (4.090)] [KD 2.567 (2.475)] +2024-10-19 09:12:15,579 - Train: 66.37% [830300/1251000] [663.7/1000.0] [batch_t 0.448 (0.422)] [data_t 0.015] [optim_t 0.432] [lr 0.000784] [CE 4.181 (4.015)] [KD 2.482 (2.402)] +2024-10-19 09:12:36,665 - Train: 66.37% [830350/1251000] [663.7/1000.0] [batch_t 0.405 (0.422)] [data_t 0.015] [optim_t 0.390] [lr 0.000784] [CE 3.888 (4.015)] [KD 2.447 (2.414)] +2024-10-19 09:12:57,869 - Train: 66.38% [830400/1251000] [663.8/1000.0] [batch_t 0.409 (0.424)] [data_t 0.015] [optim_t 0.394] [lr 0.000784] [CE 4.214 (4.005)] [KD 2.505 (2.405)] +2024-10-19 09:13:19,068 - Train: 66.38% [830450/1251000] [663.8/1000.0] [batch_t 0.503 (0.424)] [data_t 0.015] [optim_t 0.488] [lr 0.000784] [CE 4.020 (3.993)] [KD 2.379 (2.394)] +2024-10-19 09:13:40,272 - Train: 66.39% [830500/1251000] [663.9/1000.0] [batch_t 0.436 (0.424)] [data_t 0.016] [optim_t 0.421] [lr 0.000784] [CE 3.759 (3.952)] [KD 2.443 (2.363)] +2024-10-19 09:14:01,775 - Train: 66.39% [830550/1251000] [663.9/1000.0] [batch_t 0.456 (0.430)] [data_t 0.015] [optim_t 0.441] [lr 0.000784] [CE 4.356 (4.009)] [KD 2.417 (2.429)] +2024-10-19 09:14:23,192 - Train: 66.39% [830600/1251000] [663.9/1000.0] [batch_t 0.429 (0.428)] [data_t 0.015] [optim_t 0.413] [lr 0.000784] [CE 4.338 (3.951)] [KD 2.581 (2.401)] +2024-10-19 09:14:44,787 - Train: 66.40% [830650/1251000] [664.0/1000.0] [batch_t 0.432 (0.432)] [data_t 0.015] [optim_t 0.416] [lr 0.000783] [CE 4.200 (3.910)] [KD 2.669 (2.374)] +2024-10-19 09:15:11,469 - Test (net): 100.00% [50/50] [batch_t 0.133 (0.424)] [top1_cnt 39821] [top5_cnt 47526] [top_all 50000] +2024-10-19 09:15:11,470 - net: 79.642 (95.052) +2024-10-19 09:15:32,491 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.413)] [top1_cnt 41050] [top5_cnt 48020] [top_all 50000] +2024-10-19 09:15:32,491 - net_E: 82.100 (96.040) +2024-10-19 09:15:32,645 - Max [top1: 79.886 (epoch: 659)] [top1-ema: 82.142 (epoch: 662)] +2024-10-19 09:15:32,646 - ==> Total time: 4 days, 9:33:41 Eta: 2 days, 5:24:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 09:15:51,853 - Train: 66.40% [830700/1251000] [664.0/1000.0] [batch_t 0.361 (0.495)] [data_t 0.015] [optim_t 0.346] [lr 0.000783] [CE 3.841 (4.017)] [KD 2.368 (2.403)] +2024-10-19 09:16:12,924 - Train: 66.41% [830750/1251000] [664.1/1000.0] [batch_t 0.408 (0.421)] [data_t 0.015] [optim_t 0.393] [lr 0.000783] [CE 4.633 (4.003)] [KD 2.543 (2.383)] +2024-10-19 09:16:34,370 - Train: 66.41% [830800/1251000] [664.1/1000.0] [batch_t 0.380 (0.429)] [data_t 0.015] [optim_t 0.365] [lr 0.000783] [CE 3.954 (3.924)] [KD 2.314 (2.339)] +2024-10-19 09:16:56,621 - Train: 66.41% [830850/1251000] [664.1/1000.0] [batch_t 0.607 (0.445)] [data_t 0.015] [optim_t 0.592] [lr 0.000783] [CE 4.012 (3.989)] [KD 2.417 (2.395)] +2024-10-19 09:17:18,587 - Train: 66.42% [830900/1251000] [664.2/1000.0] [batch_t 0.426 (0.439)] [data_t 0.015] [optim_t 0.411] [lr 0.000783] [CE 3.947 (3.932)] [KD 2.440 (2.381)] +2024-10-19 09:17:39,706 - Train: 66.42% [830950/1251000] [664.2/1000.0] [batch_t 0.469 (0.422)] [data_t 0.015] [optim_t 0.454] [lr 0.000782] [CE 3.762 (4.062)] [KD 2.349 (2.456)] +2024-10-19 09:18:00,913 - Train: 66.43% [831000/1251000] [664.3/1000.0] [batch_t 0.456 (0.424)] [data_t 0.015] [optim_t 0.440] [lr 0.000782] [CE 3.857 (3.927)] [KD 2.200 (2.351)] +2024-10-19 09:18:22,428 - Train: 66.43% [831050/1251000] [664.3/1000.0] [batch_t 0.362 (0.430)] [data_t 0.016] [optim_t 0.346] [lr 0.000782] [CE 4.141 (3.996)] [KD 2.429 (2.375)] +2024-10-19 09:18:43,811 - Train: 66.43% [831100/1251000] [664.3/1000.0] [batch_t 0.433 (0.428)] [data_t 0.015] [optim_t 0.418] [lr 0.000782] [CE 4.143 (3.985)] [KD 2.595 (2.391)] +2024-10-19 09:19:05,130 - Train: 66.44% [831150/1251000] [664.4/1000.0] [batch_t 0.470 (0.426)] [data_t 0.015] [optim_t 0.455] [lr 0.000782] [CE 3.718 (4.043)] [KD 2.310 (2.410)] +2024-10-19 09:19:26,950 - Train: 66.44% [831200/1251000] [664.4/1000.0] [batch_t 0.482 (0.436)] [data_t 0.015] [optim_t 0.467] [lr 0.000782] [CE 3.571 (3.944)] [KD 2.202 (2.368)] +2024-10-19 09:19:48,374 - Train: 66.45% [831250/1251000] [664.5/1000.0] [batch_t 0.382 (0.428)] [data_t 0.015] [optim_t 0.367] [lr 0.000781] [CE 3.854 (3.935)] [KD 2.495 (2.368)] +2024-10-19 09:20:09,765 - Train: 66.45% [831300/1251000] [664.5/1000.0] [batch_t 0.457 (0.428)] [data_t 0.015] [optim_t 0.442] [lr 0.000781] [CE 3.822 (3.972)] [KD 2.330 (2.376)] +2024-10-19 09:20:31,036 - Train: 66.45% [831350/1251000] [664.5/1000.0] [batch_t 0.467 (0.425)] [data_t 0.016] [optim_t 0.452] [lr 0.000781] [CE 3.696 (3.952)] [KD 2.296 (2.396)] +2024-10-19 09:20:52,600 - Train: 66.46% [831400/1251000] [664.6/1000.0] [batch_t 0.406 (0.431)] [data_t 0.015] [optim_t 0.391] [lr 0.000781] [CE 3.729 (3.969)] [KD 2.265 (2.397)] +2024-10-19 09:21:12,977 - Train: 66.46% [831450/1251000] [664.6/1000.0] [batch_t 0.402 (0.407)] [data_t 0.015] [optim_t 0.387] [lr 0.000781] [CE 3.861 (4.040)] [KD 2.260 (2.418)] +2024-10-19 09:21:33,996 - Train: 66.47% [831500/1251000] [664.7/1000.0] [batch_t 0.464 (0.420)] [data_t 0.015] [optim_t 0.448] [lr 0.000781] [CE 3.878 (3.990)] [KD 2.401 (2.407)] +2024-10-19 09:21:55,806 - Train: 66.47% [831550/1251000] [664.7/1000.0] [batch_t 0.414 (0.436)] [data_t 0.015] [optim_t 0.398] [lr 0.000780] [CE 4.260 (4.041)] [KD 2.512 (2.460)] +2024-10-19 09:22:17,954 - Train: 66.47% [831600/1251000] [664.7/1000.0] [batch_t 0.473 (0.443)] [data_t 0.015] [optim_t 0.458] [lr 0.000780] [CE 4.270 (4.014)] [KD 2.452 (2.410)] +2024-10-19 09:22:39,591 - Train: 66.48% [831650/1251000] [664.8/1000.0] [batch_t 0.439 (0.433)] [data_t 0.015] [optim_t 0.423] [lr 0.000780] [CE 3.627 (3.997)] [KD 2.235 (2.398)] +2024-10-19 09:23:01,037 - Train: 66.48% [831700/1251000] [664.8/1000.0] [batch_t 0.421 (0.429)] [data_t 0.016] [optim_t 0.406] [lr 0.000780] [CE 4.110 (4.029)] [KD 2.483 (2.406)] +2024-10-19 09:23:22,938 - Train: 66.49% [831750/1251000] [664.9/1000.0] [batch_t 0.424 (0.438)] [data_t 0.015] [optim_t 0.408] [lr 0.000780] [CE 3.863 (4.055)] [KD 2.352 (2.423)] +2024-10-19 09:23:44,058 - Train: 66.49% [831800/1251000] [664.9/1000.0] [batch_t 0.413 (0.422)] [data_t 0.015] [optim_t 0.397] [lr 0.000780] [CE 4.030 (3.987)] [KD 2.445 (2.401)] +2024-10-19 09:24:05,238 - Train: 66.49% [831850/1251000] [664.9/1000.0] [batch_t 0.480 (0.423)] [data_t 0.016] [optim_t 0.465] [lr 0.000779] [CE 3.596 (3.981)] [KD 2.148 (2.388)] +2024-10-19 09:24:26,762 - Train: 66.50% [831900/1251000] [665.0/1000.0] [batch_t 0.397 (0.430)] [data_t 0.030] [optim_t 0.367] [lr 0.000779] [CE 4.393 (3.993)] [KD 2.697 (2.374)] +2024-10-19 09:24:53,408 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 39822] [top5_cnt 47511] [top_all 50000] +2024-10-19 09:24:53,409 - net: 79.644 (95.022) +2024-10-19 09:25:14,616 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 41096] [top5_cnt 48009] [top_all 50000] +2024-10-19 09:25:14,616 - net_E: 82.192 (96.018) +2024-10-19 09:25:14,751 - Max [top1: 79.886 (epoch: 659)] [top1-ema: 82.192 (epoch: 665)] +2024-10-19 09:25:14,751 - ==> Total time: 4 days, 9:43:23 Eta: 2 days, 5:15:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 09:25:35,407 - Train: 66.50% [831950/1251000] [665.0/1000.0] [batch_t 0.357 (0.474)] [data_t 0.015] [optim_t 0.342] [lr 0.000779] [CE 4.019 (3.954)] [KD 2.405 (2.380)] +2024-10-19 09:25:55,527 - Train: 66.51% [832000/1251000] [665.1/1000.0] [batch_t 0.471 (0.402)] [data_t 0.015] [optim_t 0.456] [lr 0.000779] [CE 4.029 (3.916)] [KD 2.382 (2.380)] +2024-10-19 09:26:17,691 - Train: 66.51% [832050/1251000] [665.1/1000.0] [batch_t 0.437 (0.443)] [data_t 0.016] [optim_t 0.421] [lr 0.000779] [CE 4.143 (3.974)] [KD 2.532 (2.380)] +2024-10-19 09:26:37,939 - Train: 66.51% [832100/1251000] [665.1/1000.0] [batch_t 0.439 (0.405)] [data_t 0.016] [optim_t 0.423] [lr 0.000779] [CE 4.362 (4.034)] [KD 2.422 (2.396)] +2024-10-19 09:26:58,647 - Train: 66.52% [832150/1251000] [665.2/1000.0] [batch_t 0.398 (0.414)] [data_t 0.015] [optim_t 0.382] [lr 0.000778] [CE 3.760 (3.961)] [KD 2.271 (2.404)] +2024-10-19 09:27:19,412 - Train: 66.52% [832200/1251000] [665.2/1000.0] [batch_t 0.407 (0.415)] [data_t 0.016] [optim_t 0.391] [lr 0.000778] [CE 4.511 (4.044)] [KD 2.642 (2.454)] +2024-10-19 09:27:40,410 - Train: 66.53% [832250/1251000] [665.3/1000.0] [batch_t 0.482 (0.420)] [data_t 0.015] [optim_t 0.467] [lr 0.000778] [CE 4.427 (4.095)] [KD 2.484 (2.428)] +2024-10-19 09:28:02,622 - Train: 66.53% [832300/1251000] [665.3/1000.0] [batch_t 0.462 (0.444)] [data_t 0.015] [optim_t 0.447] [lr 0.000778] [CE 3.620 (3.983)] [KD 2.253 (2.371)] +2024-10-19 09:28:24,133 - Train: 66.53% [832350/1251000] [665.3/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.344] [lr 0.000778] [CE 3.754 (3.996)] [KD 2.269 (2.416)] +2024-10-19 09:28:45,118 - Train: 66.54% [832400/1251000] [665.4/1000.0] [batch_t 0.404 (0.420)] [data_t 0.015] [optim_t 0.388] [lr 0.000778] [CE 4.121 (3.954)] [KD 2.452 (2.387)] +2024-10-19 09:29:06,785 - Train: 66.54% [832450/1251000] [665.4/1000.0] [batch_t 0.426 (0.433)] [data_t 0.015] [optim_t 0.410] [lr 0.000778] [CE 4.559 (4.012)] [KD 2.630 (2.418)] +2024-10-19 09:29:27,306 - Train: 66.55% [832500/1251000] [665.5/1000.0] [batch_t 0.442 (0.410)] [data_t 0.015] [optim_t 0.427] [lr 0.000777] [CE 4.106 (4.034)] [KD 2.551 (2.461)] +2024-10-19 09:29:48,024 - Train: 66.55% [832550/1251000] [665.5/1000.0] [batch_t 0.422 (0.414)] [data_t 0.015] [optim_t 0.407] [lr 0.000777] [CE 3.384 (3.967)] [KD 2.197 (2.397)] +2024-10-19 09:30:09,076 - Train: 66.55% [832600/1251000] [665.5/1000.0] [batch_t 0.410 (0.421)] [data_t 0.016] [optim_t 0.395] [lr 0.000777] [CE 4.072 (4.077)] [KD 2.399 (2.449)] +2024-10-19 09:30:30,190 - Train: 66.56% [832650/1251000] [665.6/1000.0] [batch_t 0.443 (0.422)] [data_t 0.015] [optim_t 0.427] [lr 0.000777] [CE 3.724 (3.977)] [KD 2.325 (2.397)] +2024-10-19 09:30:51,851 - Train: 66.56% [832700/1251000] [665.6/1000.0] [batch_t 0.418 (0.433)] [data_t 0.015] [optim_t 0.402] [lr 0.000777] [CE 3.849 (4.052)] [KD 2.420 (2.405)] +2024-10-19 09:31:13,119 - Train: 66.57% [832750/1251000] [665.7/1000.0] [batch_t 0.470 (0.425)] [data_t 0.015] [optim_t 0.455] [lr 0.000777] [CE 4.232 (4.000)] [KD 2.484 (2.401)] +2024-10-19 09:31:34,292 - Train: 66.57% [832800/1251000] [665.7/1000.0] [batch_t 0.447 (0.423)] [data_t 0.015] [optim_t 0.431] [lr 0.000776] [CE 4.157 (3.966)] [KD 2.336 (2.381)] +2024-10-19 09:31:56,021 - Train: 66.57% [832850/1251000] [665.7/1000.0] [batch_t 0.360 (0.434)] [data_t 0.015] [optim_t 0.345] [lr 0.000776] [CE 4.480 (3.976)] [KD 2.772 (2.387)] +2024-10-19 09:32:17,014 - Train: 66.58% [832900/1251000] [665.8/1000.0] [batch_t 0.487 (0.420)] [data_t 0.015] [optim_t 0.471] [lr 0.000776] [CE 3.885 (3.908)] [KD 2.304 (2.381)] +2024-10-19 09:32:38,467 - Train: 66.58% [832950/1251000] [665.8/1000.0] [batch_t 0.487 (0.429)] [data_t 0.016] [optim_t 0.471] [lr 0.000776] [CE 3.792 (3.960)] [KD 2.257 (2.396)] +2024-10-19 09:32:59,819 - Train: 66.59% [833000/1251000] [665.9/1000.0] [batch_t 0.359 (0.427)] [data_t 0.016] [optim_t 0.344] [lr 0.000776] [CE 4.129 (3.937)] [KD 2.616 (2.371)] +2024-10-19 09:33:20,985 - Train: 66.59% [833050/1251000] [665.9/1000.0] [batch_t 0.464 (0.423)] [data_t 0.015] [optim_t 0.449] [lr 0.000776] [CE 3.859 (4.020)] [KD 2.382 (2.402)] +2024-10-19 09:33:41,934 - Train: 66.59% [833100/1251000] [665.9/1000.0] [batch_t 0.399 (0.419)] [data_t 0.015] [optim_t 0.384] [lr 0.000775] [CE 4.091 (4.008)] [KD 2.571 (2.380)] +2024-10-19 09:34:03,175 - Train: 66.60% [833150/1251000] [666.0/1000.0] [batch_t 0.493 (0.425)] [data_t 0.015] [optim_t 0.478] [lr 0.000775] [CE 3.956 (4.003)] [KD 2.241 (2.404)] +2024-10-19 09:34:31,212 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 39980] [top5_cnt 47544] [top_all 50000] +2024-10-19 09:34:31,213 - net: 79.960 (95.088) +2024-10-19 09:34:52,821 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 41089] [top5_cnt 48005] [top_all 50000] +2024-10-19 09:34:52,821 - net_E: 82.178 (96.010) +2024-10-19 09:34:52,973 - Max [top1: 79.960 (epoch: 666)] [top1-ema: 82.192 (epoch: 665)] +2024-10-19 09:34:52,974 - ==> Total time: 4 days, 9:53:01 Eta: 2 days, 5:06:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 09:35:12,633 - Train: 66.60% [833200/1251000] [666.0/1000.0] [batch_t 0.360 (0.454)] [data_t 0.015] [optim_t 0.344] [lr 0.000775] [CE 4.360 (3.972)] [KD 2.627 (2.359)] +2024-10-19 09:35:32,187 - Train: 66.61% [833250/1251000] [666.1/1000.0] [batch_t 0.449 (0.391)] [data_t 0.015] [optim_t 0.434] [lr 0.000775] [CE 3.186 (3.959)] [KD 1.978 (2.348)] +2024-10-19 09:35:53,995 - Train: 66.61% [833300/1251000] [666.1/1000.0] [batch_t 0.421 (0.436)] [data_t 0.015] [optim_t 0.405] [lr 0.000775] [CE 4.106 (3.935)] [KD 2.659 (2.341)] +2024-10-19 09:36:16,095 - Train: 66.61% [833350/1251000] [666.1/1000.0] [batch_t 0.432 (0.442)] [data_t 0.015] [optim_t 0.417] [lr 0.000775] [CE 3.776 (3.983)] [KD 2.264 (2.400)] +2024-10-19 09:36:36,701 - Train: 66.62% [833400/1251000] [666.2/1000.0] [batch_t 0.406 (0.412)] [data_t 0.015] [optim_t 0.391] [lr 0.000774] [CE 4.378 (4.020)] [KD 2.595 (2.415)] +2024-10-19 09:36:57,379 - Train: 66.62% [833450/1251000] [666.2/1000.0] [batch_t 0.364 (0.413)] [data_t 0.015] [optim_t 0.348] [lr 0.000774] [CE 3.731 (4.013)] [KD 2.305 (2.405)] +2024-10-19 09:37:18,581 - Train: 66.63% [833500/1251000] [666.3/1000.0] [batch_t 0.367 (0.424)] [data_t 0.016] [optim_t 0.352] [lr 0.000774] [CE 4.665 (4.103)] [KD 2.735 (2.470)] +2024-10-19 09:37:39,788 - Train: 66.63% [833550/1251000] [666.3/1000.0] [batch_t 0.428 (0.424)] [data_t 0.016] [optim_t 0.412] [lr 0.000774] [CE 4.371 (3.979)] [KD 2.686 (2.387)] +2024-10-19 09:38:01,407 - Train: 66.63% [833600/1251000] [666.3/1000.0] [batch_t 0.422 (0.432)] [data_t 0.015] [optim_t 0.407] [lr 0.000774] [CE 4.265 (4.017)] [KD 2.540 (2.418)] +2024-10-19 09:38:22,437 - Train: 66.64% [833650/1251000] [666.4/1000.0] [batch_t 0.403 (0.420)] [data_t 0.015] [optim_t 0.387] [lr 0.000774] [CE 3.993 (4.005)] [KD 2.479 (2.429)] +2024-10-19 09:38:43,738 - Train: 66.64% [833700/1251000] [666.4/1000.0] [batch_t 0.397 (0.426)] [data_t 0.015] [optim_t 0.382] [lr 0.000773] [CE 4.043 (3.999)] [KD 2.399 (2.412)] +2024-10-19 09:39:05,283 - Train: 66.65% [833750/1251000] [666.5/1000.0] [batch_t 0.400 (0.431)] [data_t 0.015] [optim_t 0.385] [lr 0.000773] [CE 4.002 (4.022)] [KD 2.331 (2.404)] +2024-10-19 09:39:26,575 - Train: 66.65% [833800/1251000] [666.5/1000.0] [batch_t 0.444 (0.426)] [data_t 0.015] [optim_t 0.429] [lr 0.000773] [CE 3.756 (3.919)] [KD 2.260 (2.354)] +2024-10-19 09:39:48,033 - Train: 66.65% [833850/1251000] [666.5/1000.0] [batch_t 0.445 (0.429)] [data_t 0.015] [optim_t 0.430] [lr 0.000773] [CE 3.651 (4.052)] [KD 2.026 (2.403)] +2024-10-19 09:40:09,302 - Train: 66.66% [833900/1251000] [666.6/1000.0] [batch_t 0.401 (0.425)] [data_t 0.015] [optim_t 0.386] [lr 0.000773] [CE 4.198 (3.987)] [KD 2.405 (2.372)] +2024-10-19 09:40:31,057 - Train: 66.66% [833950/1251000] [666.6/1000.0] [batch_t 0.462 (0.435)] [data_t 0.015] [optim_t 0.447] [lr 0.000773] [CE 3.813 (4.082)] [KD 2.225 (2.435)] +2024-10-19 09:40:53,223 - Train: 66.67% [834000/1251000] [666.7/1000.0] [batch_t 0.465 (0.443)] [data_t 0.015] [optim_t 0.449] [lr 0.000773] [CE 3.956 (4.036)] [KD 2.450 (2.419)] +2024-10-19 09:41:14,678 - Train: 66.67% [834050/1251000] [666.7/1000.0] [batch_t 0.423 (0.429)] [data_t 0.015] [optim_t 0.408] [lr 0.000772] [CE 4.183 (3.925)] [KD 2.521 (2.381)] +2024-10-19 09:41:36,715 - Train: 66.67% [834100/1251000] [666.7/1000.0] [batch_t 0.381 (0.441)] [data_t 0.015] [optim_t 0.365] [lr 0.000772] [CE 3.745 (3.927)] [KD 2.319 (2.391)] +2024-10-19 09:41:58,603 - Train: 66.68% [834150/1251000] [666.8/1000.0] [batch_t 0.427 (0.438)] [data_t 0.015] [optim_t 0.412] [lr 0.000772] [CE 4.204 (3.990)] [KD 2.381 (2.380)] +2024-10-19 09:42:20,772 - Train: 66.68% [834200/1251000] [666.8/1000.0] [batch_t 0.394 (0.443)] [data_t 0.015] [optim_t 0.379] [lr 0.000772] [CE 3.491 (3.889)] [KD 2.103 (2.345)] +2024-10-19 09:42:42,133 - Train: 66.69% [834250/1251000] [666.9/1000.0] [batch_t 0.446 (0.427)] [data_t 0.015] [optim_t 0.431] [lr 0.000772] [CE 4.410 (3.945)] [KD 2.681 (2.393)] +2024-10-19 09:43:03,703 - Train: 66.69% [834300/1251000] [666.9/1000.0] [batch_t 0.402 (0.431)] [data_t 0.016] [optim_t 0.387] [lr 0.000772] [CE 3.984 (4.026)] [KD 2.263 (2.396)] +2024-10-19 09:43:24,879 - Train: 66.69% [834350/1251000] [666.9/1000.0] [batch_t 0.468 (0.423)] [data_t 0.016] [optim_t 0.452] [lr 0.000771] [CE 3.783 (4.006)] [KD 2.399 (2.377)] +2024-10-19 09:43:45,781 - Train: 66.70% [834400/1251000] [667.0/1000.0] [batch_t 0.400 (0.418)] [data_t 0.016] [optim_t 0.385] [lr 0.000771] [CE 3.984 (4.060)] [KD 2.344 (2.417)] +2024-10-19 09:44:14,411 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.440)] [top1_cnt 39975] [top5_cnt 47565] [top_all 50000] +2024-10-19 09:44:14,411 - net: 79.950 (95.130) +2024-10-19 09:44:35,573 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 41103] [top5_cnt 48027] [top_all 50000] +2024-10-19 09:44:35,574 - net_E: 82.206 (96.054) +2024-10-19 09:44:35,696 - Max [top1: 79.960 (epoch: 666)] [top1-ema: 82.206 (epoch: 667)] +2024-10-19 09:44:35,697 - ==> Total time: 4 days, 10:02:44 Eta: 2 days, 4:56:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 09:44:55,950 - Train: 66.70% [834450/1251000] [667.0/1000.0] [batch_t 0.358 (0.476)] [data_t 0.015] [optim_t 0.342] [lr 0.000771] [CE 3.735 (3.965)] [KD 2.351 (2.358)] +2024-10-19 09:45:17,155 - Train: 66.71% [834500/1251000] [667.1/1000.0] [batch_t 0.454 (0.424)] [data_t 0.015] [optim_t 0.439] [lr 0.000771] [CE 3.894 (3.973)] [KD 2.426 (2.402)] +2024-10-19 09:45:39,509 - Train: 66.71% [834550/1251000] [667.1/1000.0] [batch_t 0.359 (0.447)] [data_t 0.015] [optim_t 0.344] [lr 0.000771] [CE 3.633 (3.984)] [KD 2.137 (2.377)] +2024-10-19 09:46:01,691 - Train: 66.71% [834600/1251000] [667.1/1000.0] [batch_t 0.458 (0.444)] [data_t 0.015] [optim_t 0.443] [lr 0.000771] [CE 3.653 (3.982)] [KD 2.187 (2.383)] +2024-10-19 09:46:22,946 - Train: 66.72% [834650/1251000] [667.2/1000.0] [batch_t 0.421 (0.425)] [data_t 0.015] [optim_t 0.405] [lr 0.000770] [CE 3.801 (3.909)] [KD 2.215 (2.344)] +2024-10-19 09:46:43,740 - Train: 66.72% [834700/1251000] [667.2/1000.0] [batch_t 0.432 (0.416)] [data_t 0.015] [optim_t 0.417] [lr 0.000770] [CE 4.307 (3.992)] [KD 2.668 (2.407)] +2024-10-19 09:47:04,781 - Train: 66.73% [834750/1251000] [667.3/1000.0] [batch_t 0.398 (0.421)] [data_t 0.016] [optim_t 0.382] [lr 0.000770] [CE 3.877 (4.043)] [KD 2.171 (2.408)] +2024-10-19 09:47:26,509 - Train: 66.73% [834800/1251000] [667.3/1000.0] [batch_t 0.429 (0.434)] [data_t 0.015] [optim_t 0.414] [lr 0.000770] [CE 3.842 (3.919)] [KD 2.228 (2.331)] +2024-10-19 09:47:48,190 - Train: 66.73% [834850/1251000] [667.3/1000.0] [batch_t 0.408 (0.434)] [data_t 0.015] [optim_t 0.393] [lr 0.000770] [CE 3.317 (3.943)] [KD 2.119 (2.370)] +2024-10-19 09:48:09,151 - Train: 66.74% [834900/1251000] [667.4/1000.0] [batch_t 0.472 (0.419)] [data_t 0.015] [optim_t 0.456] [lr 0.000770] [CE 3.796 (3.975)] [KD 2.350 (2.394)] +2024-10-19 09:48:30,291 - Train: 66.74% [834950/1251000] [667.4/1000.0] [batch_t 0.399 (0.423)] [data_t 0.015] [optim_t 0.383] [lr 0.000769] [CE 4.186 (4.015)] [KD 2.579 (2.424)] +2024-10-19 09:48:51,437 - Train: 66.75% [835000/1251000] [667.5/1000.0] [batch_t 0.406 (0.423)] [data_t 0.015] [optim_t 0.390] [lr 0.000769] [CE 4.166 (3.940)] [KD 2.524 (2.401)] +2024-10-19 09:49:12,563 - Train: 66.75% [835050/1251000] [667.5/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.347] [lr 0.000769] [CE 3.595 (3.953)] [KD 2.111 (2.347)] +2024-10-19 09:49:34,189 - Train: 66.75% [835100/1251000] [667.5/1000.0] [batch_t 0.462 (0.432)] [data_t 0.015] [optim_t 0.446] [lr 0.000769] [CE 4.490 (3.951)] [KD 2.784 (2.373)] +2024-10-19 09:49:56,239 - Train: 66.76% [835150/1251000] [667.6/1000.0] [batch_t 0.444 (0.441)] [data_t 0.015] [optim_t 0.428] [lr 0.000769] [CE 3.455 (4.009)] [KD 2.109 (2.419)] +2024-10-19 09:50:17,232 - Train: 66.76% [835200/1251000] [667.6/1000.0] [batch_t 0.363 (0.420)] [data_t 0.015] [optim_t 0.348] [lr 0.000769] [CE 4.255 (4.059)] [KD 2.579 (2.430)] +2024-10-19 09:50:38,574 - Train: 66.77% [835250/1251000] [667.7/1000.0] [batch_t 0.469 (0.427)] [data_t 0.015] [optim_t 0.454] [lr 0.000768] [CE 3.995 (3.945)] [KD 2.378 (2.391)] +2024-10-19 09:50:59,844 - Train: 66.77% [835300/1251000] [667.7/1000.0] [batch_t 0.445 (0.425)] [data_t 0.015] [optim_t 0.430] [lr 0.000768] [CE 4.174 (4.004)] [KD 2.415 (2.398)] +2024-10-19 09:51:20,985 - Train: 66.77% [835350/1251000] [667.7/1000.0] [batch_t 0.386 (0.423)] [data_t 0.015] [optim_t 0.371] [lr 0.000768] [CE 3.846 (3.989)] [KD 2.386 (2.391)] +2024-10-19 09:51:41,860 - Train: 66.78% [835400/1251000] [667.8/1000.0] [batch_t 0.393 (0.417)] [data_t 0.015] [optim_t 0.378] [lr 0.000768] [CE 3.782 (3.984)] [KD 2.275 (2.383)] +2024-10-19 09:52:02,884 - Train: 66.78% [835450/1251000] [667.8/1000.0] [batch_t 0.390 (0.420)] [data_t 0.015] [optim_t 0.375] [lr 0.000768] [CE 4.138 (3.893)] [KD 2.535 (2.336)] +2024-10-19 09:52:24,218 - Train: 66.79% [835500/1251000] [667.9/1000.0] [batch_t 0.510 (0.427)] [data_t 0.015] [optim_t 0.495] [lr 0.000768] [CE 3.478 (3.978)] [KD 2.231 (2.405)] +2024-10-19 09:52:44,822 - Train: 66.79% [835550/1251000] [667.9/1000.0] [batch_t 0.376 (0.412)] [data_t 0.015] [optim_t 0.361] [lr 0.000768] [CE 3.767 (3.908)] [KD 2.436 (2.376)] +2024-10-19 09:53:06,078 - Train: 66.79% [835600/1251000] [667.9/1000.0] [batch_t 0.364 (0.425)] [data_t 0.015] [optim_t 0.348] [lr 0.000767] [CE 4.077 (4.050)] [KD 2.448 (2.430)] +2024-10-19 09:53:27,031 - Train: 66.80% [835650/1251000] [668.0/1000.0] [batch_t 0.451 (0.419)] [data_t 0.015] [optim_t 0.435] [lr 0.000767] [CE 4.417 (3.949)] [KD 2.598 (2.358)] +2024-10-19 09:53:55,599 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.431)] [top1_cnt 40015] [top5_cnt 47580] [top_all 50000] +2024-10-19 09:53:55,599 - net: 80.030 (95.160) +2024-10-19 09:54:16,695 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41111] [top5_cnt 48021] [top_all 50000] +2024-10-19 09:54:16,695 - net_E: 82.222 (96.042) +2024-10-19 09:54:16,846 - Max [top1: 80.030 (epoch: 668)] [top1-ema: 82.222 (epoch: 668)] +2024-10-19 09:54:16,846 - ==> Total time: 4 days, 10:12:25 Eta: 2 days, 4:47:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 09:54:37,582 - Train: 66.80% [835700/1251000] [668.0/1000.0] [batch_t 0.366 (0.458)] [data_t 0.015] [optim_t 0.350] [lr 0.000767] [CE 3.730 (4.003)] [KD 2.160 (2.375)] +2024-10-19 09:54:58,472 - Train: 66.81% [835750/1251000] [668.1/1000.0] [batch_t 0.573 (0.418)] [data_t 0.015] [optim_t 0.557] [lr 0.000767] [CE 3.940 (3.974)] [KD 2.278 (2.375)] +2024-10-19 09:55:19,515 - Train: 66.81% [835800/1251000] [668.1/1000.0] [batch_t 0.428 (0.421)] [data_t 0.015] [optim_t 0.412] [lr 0.000767] [CE 4.131 (3.975)] [KD 2.443 (2.353)] +2024-10-19 09:55:41,809 - Train: 66.81% [835850/1251000] [668.1/1000.0] [batch_t 0.462 (0.446)] [data_t 0.015] [optim_t 0.446] [lr 0.000767] [CE 4.237 (3.991)] [KD 2.439 (2.370)] +2024-10-19 09:56:03,791 - Train: 66.82% [835900/1251000] [668.2/1000.0] [batch_t 0.439 (0.440)] [data_t 0.015] [optim_t 0.424] [lr 0.000766] [CE 3.772 (3.964)] [KD 2.406 (2.392)] +2024-10-19 09:56:25,652 - Train: 66.82% [835950/1251000] [668.2/1000.0] [batch_t 0.409 (0.437)] [data_t 0.015] [optim_t 0.393] [lr 0.000766] [CE 3.657 (3.961)] [KD 2.083 (2.354)] +2024-10-19 09:56:47,325 - Train: 66.83% [836000/1251000] [668.3/1000.0] [batch_t 0.462 (0.433)] [data_t 0.015] [optim_t 0.447] [lr 0.000766] [CE 3.959 (3.952)] [KD 2.519 (2.374)] +2024-10-19 09:57:08,603 - Train: 66.83% [836050/1251000] [668.3/1000.0] [batch_t 0.472 (0.425)] [data_t 0.016] [optim_t 0.457] [lr 0.000766] [CE 3.992 (3.953)] [KD 2.268 (2.366)] +2024-10-19 09:57:30,095 - Train: 66.83% [836100/1251000] [668.3/1000.0] [batch_t 0.444 (0.430)] [data_t 0.015] [optim_t 0.429] [lr 0.000766] [CE 3.690 (4.012)] [KD 2.438 (2.417)] +2024-10-19 09:57:51,830 - Train: 66.84% [836150/1251000] [668.4/1000.0] [batch_t 0.389 (0.435)] [data_t 0.015] [optim_t 0.374] [lr 0.000766] [CE 4.099 (3.999)] [KD 2.422 (2.384)] +2024-10-19 09:58:12,847 - Train: 66.84% [836200/1251000] [668.4/1000.0] [batch_t 0.480 (0.420)] [data_t 0.015] [optim_t 0.465] [lr 0.000765] [CE 4.347 (3.928)] [KD 2.403 (2.321)] +2024-10-19 09:58:34,752 - Train: 66.85% [836250/1251000] [668.5/1000.0] [batch_t 0.498 (0.438)] [data_t 0.015] [optim_t 0.482] [lr 0.000765] [CE 4.172 (3.996)] [KD 2.478 (2.380)] +2024-10-19 09:58:55,831 - Train: 66.85% [836300/1251000] [668.5/1000.0] [batch_t 0.395 (0.421)] [data_t 0.015] [optim_t 0.379] [lr 0.000765] [CE 4.385 (4.067)] [KD 2.781 (2.437)] +2024-10-19 09:59:17,337 - Train: 66.85% [836350/1251000] [668.5/1000.0] [batch_t 0.492 (0.430)] [data_t 0.151] [optim_t 0.341] [lr 0.000765] [CE 3.912 (4.026)] [KD 2.299 (2.437)] +2024-10-19 09:59:38,552 - Train: 66.86% [836400/1251000] [668.6/1000.0] [batch_t 0.391 (0.424)] [data_t 0.049] [optim_t 0.342] [lr 0.000765] [CE 3.695 (3.976)] [KD 2.457 (2.375)] +2024-10-19 09:59:59,386 - Train: 66.86% [836450/1251000] [668.6/1000.0] [batch_t 0.469 (0.417)] [data_t 0.126] [optim_t 0.343] [lr 0.000765] [CE 4.190 (3.941)] [KD 2.431 (2.383)] +2024-10-19 10:00:19,857 - Train: 66.87% [836500/1251000] [668.7/1000.0] [batch_t 0.415 (0.409)] [data_t 0.074] [optim_t 0.341] [lr 0.000764] [CE 4.205 (3.976)] [KD 2.487 (2.392)] +2024-10-19 10:00:40,389 - Train: 66.87% [836550/1251000] [668.7/1000.0] [batch_t 0.435 (0.411)] [data_t 0.093] [optim_t 0.342] [lr 0.000764] [CE 3.965 (3.965)] [KD 2.284 (2.390)] +2024-10-19 10:01:01,584 - Train: 66.87% [836600/1251000] [668.7/1000.0] [batch_t 0.409 (0.424)] [data_t 0.059] [optim_t 0.350] [lr 0.000764] [CE 3.692 (3.999)] [KD 2.394 (2.375)] +2024-10-19 10:01:22,636 - Train: 66.88% [836650/1251000] [668.8/1000.0] [batch_t 0.450 (0.421)] [data_t 0.098] [optim_t 0.352] [lr 0.000764] [CE 3.445 (3.991)] [KD 1.987 (2.378)] +2024-10-19 10:01:43,582 - Train: 66.88% [836700/1251000] [668.8/1000.0] [batch_t 0.395 (0.419)] [data_t 0.053] [optim_t 0.342] [lr 0.000764] [CE 4.098 (3.990)] [KD 2.582 (2.366)] +2024-10-19 10:02:04,296 - Train: 66.89% [836750/1251000] [668.9/1000.0] [batch_t 0.394 (0.414)] [data_t 0.053] [optim_t 0.341] [lr 0.000764] [CE 3.265 (4.012)] [KD 1.911 (2.393)] +2024-10-19 10:02:25,337 - Train: 66.89% [836800/1251000] [668.9/1000.0] [batch_t 0.404 (0.421)] [data_t 0.015] [optim_t 0.389] [lr 0.000763] [CE 4.099 (3.920)] [KD 2.489 (2.368)] +2024-10-19 10:02:46,430 - Train: 66.89% [836850/1251000] [668.9/1000.0] [batch_t 0.393 (0.422)] [data_t 0.015] [optim_t 0.377] [lr 0.000763] [CE 4.166 (4.039)] [KD 2.419 (2.416)] +2024-10-19 10:03:07,620 - Train: 66.90% [836900/1251000] [669.0/1000.0] [batch_t 0.429 (0.424)] [data_t 0.015] [optim_t 0.414] [lr 0.000763] [CE 4.196 (3.893)] [KD 2.420 (2.345)] +2024-10-19 10:03:37,031 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 39933] [top5_cnt 47627] [top_all 50000] +2024-10-19 10:03:37,031 - net: 79.866 (95.254) +2024-10-19 10:03:58,768 - Test (net_E): 100.00% [50/50] [batch_t 0.135 (0.428)] [top1_cnt 41120] [top5_cnt 48014] [top_all 50000] +2024-10-19 10:03:58,769 - net_E: 82.240 (96.028) +2024-10-19 10:03:58,956 - Max [top1: 80.030 (epoch: 668)] [top1-ema: 82.240 (epoch: 669)] +2024-10-19 10:03:58,956 - ==> Total time: 4 days, 10:22:07 Eta: 2 days, 4:37:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 10:04:19,946 - Train: 66.90% [836950/1251000] [669.0/1000.0] [batch_t 0.358 (0.436)] [data_t 0.015] [optim_t 0.343] [lr 0.000763] [CE 3.871 (3.973)] [KD 2.366 (2.368)] +2024-10-19 10:04:40,254 - Train: 66.91% [837000/1251000] [669.1/1000.0] [batch_t 0.361 (0.406)] [data_t 0.015] [optim_t 0.345] [lr 0.000763] [CE 4.112 (4.047)] [KD 2.548 (2.402)] +2024-10-19 10:05:01,931 - Train: 66.91% [837050/1251000] [669.1/1000.0] [batch_t 0.491 (0.433)] [data_t 0.016] [optim_t 0.476] [lr 0.000763] [CE 4.205 (4.024)] [KD 2.662 (2.393)] +2024-10-19 10:05:23,701 - Train: 66.91% [837100/1251000] [669.1/1000.0] [batch_t 0.444 (0.435)] [data_t 0.015] [optim_t 0.429] [lr 0.000763] [CE 4.422 (3.951)] [KD 2.544 (2.337)] +2024-10-19 10:05:45,729 - Train: 66.92% [837150/1251000] [669.2/1000.0] [batch_t 0.453 (0.440)] [data_t 0.015] [optim_t 0.437] [lr 0.000762] [CE 3.607 (4.005)] [KD 2.071 (2.388)] +2024-10-19 10:06:07,560 - Train: 66.92% [837200/1251000] [669.2/1000.0] [batch_t 0.472 (0.437)] [data_t 0.015] [optim_t 0.456] [lr 0.000762] [CE 4.114 (4.058)] [KD 2.421 (2.392)] +2024-10-19 10:06:28,702 - Train: 66.93% [837250/1251000] [669.3/1000.0] [batch_t 0.446 (0.423)] [data_t 0.015] [optim_t 0.431] [lr 0.000762] [CE 4.252 (3.931)] [KD 2.451 (2.355)] +2024-10-19 10:06:50,713 - Train: 66.93% [837300/1251000] [669.3/1000.0] [batch_t 0.405 (0.440)] [data_t 0.015] [optim_t 0.390] [lr 0.000762] [CE 4.363 (3.972)] [KD 2.547 (2.346)] +2024-10-19 10:07:12,266 - Train: 66.93% [837350/1251000] [669.3/1000.0] [batch_t 0.411 (0.431)] [data_t 0.015] [optim_t 0.395] [lr 0.000762] [CE 3.973 (4.031)] [KD 2.327 (2.391)] +2024-10-19 10:07:33,542 - Train: 66.94% [837400/1251000] [669.4/1000.0] [batch_t 0.468 (0.425)] [data_t 0.015] [optim_t 0.452] [lr 0.000762] [CE 3.965 (3.965)] [KD 2.362 (2.382)] +2024-10-19 10:07:54,883 - Train: 66.94% [837450/1251000] [669.4/1000.0] [batch_t 0.438 (0.427)] [data_t 0.015] [optim_t 0.422] [lr 0.000761] [CE 3.814 (3.950)] [KD 2.320 (2.359)] +2024-10-19 10:08:16,087 - Train: 66.95% [837500/1251000] [669.5/1000.0] [batch_t 0.414 (0.424)] [data_t 0.015] [optim_t 0.399] [lr 0.000761] [CE 3.451 (4.004)] [KD 2.095 (2.391)] +2024-10-19 10:08:37,296 - Train: 66.95% [837550/1251000] [669.5/1000.0] [batch_t 0.447 (0.424)] [data_t 0.015] [optim_t 0.431] [lr 0.000761] [CE 3.948 (4.017)] [KD 2.409 (2.424)] +2024-10-19 10:08:58,399 - Train: 66.95% [837600/1251000] [669.5/1000.0] [batch_t 0.391 (0.422)] [data_t 0.015] [optim_t 0.376] [lr 0.000761] [CE 3.774 (3.885)] [KD 2.471 (2.332)] +2024-10-19 10:09:19,734 - Train: 66.96% [837650/1251000] [669.6/1000.0] [batch_t 0.415 (0.427)] [data_t 0.015] [optim_t 0.400] [lr 0.000761] [CE 4.341 (4.003)] [KD 2.726 (2.408)] +2024-10-19 10:09:40,647 - Train: 66.96% [837700/1251000] [669.6/1000.0] [batch_t 0.364 (0.418)] [data_t 0.015] [optim_t 0.348] [lr 0.000761] [CE 4.039 (3.957)] [KD 2.374 (2.366)] +2024-10-19 10:10:02,472 - Train: 66.97% [837750/1251000] [669.7/1000.0] [batch_t 0.420 (0.436)] [data_t 0.015] [optim_t 0.404] [lr 0.000760] [CE 4.165 (3.977)] [KD 2.508 (2.387)] +2024-10-19 10:10:24,122 - Train: 66.97% [837800/1251000] [669.7/1000.0] [batch_t 0.448 (0.433)] [data_t 0.015] [optim_t 0.433] [lr 0.000760] [CE 3.854 (3.981)] [KD 2.286 (2.369)] +2024-10-19 10:10:45,501 - Train: 66.97% [837850/1251000] [669.7/1000.0] [batch_t 0.411 (0.427)] [data_t 0.015] [optim_t 0.396] [lr 0.000760] [CE 4.136 (3.923)] [KD 2.476 (2.344)] +2024-10-19 10:11:06,835 - Train: 66.98% [837900/1251000] [669.8/1000.0] [batch_t 0.439 (0.427)] [data_t 0.015] [optim_t 0.423] [lr 0.000760] [CE 3.555 (3.968)] [KD 2.326 (2.359)] +2024-10-19 10:11:28,051 - Train: 66.98% [837950/1251000] [669.8/1000.0] [batch_t 0.372 (0.424)] [data_t 0.015] [optim_t 0.357] [lr 0.000760] [CE 3.503 (3.988)] [KD 2.188 (2.356)] +2024-10-19 10:11:49,127 - Train: 66.99% [838000/1251000] [669.9/1000.0] [batch_t 0.439 (0.421)] [data_t 0.015] [optim_t 0.423] [lr 0.000760] [CE 3.977 (3.945)] [KD 2.486 (2.388)] +2024-10-19 10:12:10,420 - Train: 66.99% [838050/1251000] [669.9/1000.0] [batch_t 0.493 (0.426)] [data_t 0.015] [optim_t 0.478] [lr 0.000759] [CE 3.457 (3.937)] [KD 1.994 (2.392)] +2024-10-19 10:12:31,761 - Train: 66.99% [838100/1251000] [669.9/1000.0] [batch_t 0.410 (0.427)] [data_t 0.015] [optim_t 0.394] [lr 0.000759] [CE 3.751 (3.969)] [KD 2.466 (2.380)] +2024-10-19 10:12:53,138 - Train: 67.00% [838150/1251000] [670.0/1000.0] [batch_t 0.402 (0.427)] [data_t 0.015] [optim_t 0.387] [lr 0.000759] [CE 3.907 (4.047)] [KD 2.394 (2.458)] +2024-10-19 10:13:22,260 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.425)] [top1_cnt 39949] [top5_cnt 47605] [top_all 50000] +2024-10-19 10:13:22,260 - net: 79.898 (95.210) +2024-10-19 10:13:44,004 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 41108] [top5_cnt 48014] [top_all 50000] +2024-10-19 10:13:44,004 - net_E: 82.216 (96.028) +2024-10-19 10:13:44,189 - Max [top1: 80.030 (epoch: 668)] [top1-ema: 82.240 (epoch: 669)] +2024-10-19 10:13:44,190 - ==> Total time: 4 days, 10:31:52 Eta: 2 days, 4:28:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 10:14:01,721 - Train: 67.00% [838200/1251000] [670.0/1000.0] [batch_t 0.362 (0.540)] [data_t 0.015] [optim_t 0.346] [lr 0.000759] [CE 3.957 (3.956)] [KD 2.372 (2.391)] +2024-10-19 10:14:23,263 - Train: 67.01% [838250/1251000] [670.1/1000.0] [batch_t 0.396 (0.431)] [data_t 0.016] [optim_t 0.380] [lr 0.000759] [CE 3.856 (4.030)] [KD 2.465 (2.412)] +2024-10-19 10:14:44,654 - Train: 67.01% [838300/1251000] [670.1/1000.0] [batch_t 0.433 (0.428)] [data_t 0.015] [optim_t 0.418] [lr 0.000759] [CE 4.110 (3.999)] [KD 2.411 (2.364)] +2024-10-19 10:15:05,324 - Train: 67.01% [838350/1251000] [670.1/1000.0] [batch_t 0.396 (0.413)] [data_t 0.016] [optim_t 0.380] [lr 0.000758] [CE 3.859 (3.968)] [KD 2.286 (2.379)] +2024-10-19 10:15:26,126 - Train: 67.02% [838400/1251000] [670.2/1000.0] [batch_t 0.447 (0.416)] [data_t 0.016] [optim_t 0.431] [lr 0.000758] [CE 4.235 (3.960)] [KD 2.521 (2.364)] +2024-10-19 10:15:46,877 - Train: 67.02% [838450/1251000] [670.2/1000.0] [batch_t 0.454 (0.415)] [data_t 0.015] [optim_t 0.439] [lr 0.000758] [CE 4.040 (4.002)] [KD 2.297 (2.393)] +2024-10-19 10:16:07,930 - Train: 67.03% [838500/1251000] [670.3/1000.0] [batch_t 0.447 (0.421)] [data_t 0.016] [optim_t 0.431] [lr 0.000758] [CE 4.263 (3.993)] [KD 2.428 (2.368)] +2024-10-19 10:16:28,986 - Train: 67.03% [838550/1251000] [670.3/1000.0] [batch_t 0.392 (0.421)] [data_t 0.015] [optim_t 0.377] [lr 0.000758] [CE 4.071 (4.004)] [KD 2.550 (2.424)] +2024-10-19 10:16:50,368 - Train: 67.03% [838600/1251000] [670.3/1000.0] [batch_t 0.469 (0.427)] [data_t 0.016] [optim_t 0.454] [lr 0.000758] [CE 4.262 (3.932)] [KD 2.546 (2.344)] +2024-10-19 10:17:12,541 - Train: 67.04% [838650/1251000] [670.4/1000.0] [batch_t 0.461 (0.443)] [data_t 0.015] [optim_t 0.446] [lr 0.000758] [CE 4.199 (4.010)] [KD 2.357 (2.390)] +2024-10-19 10:17:33,662 - Train: 67.04% [838700/1251000] [670.4/1000.0] [batch_t 0.419 (0.422)] [data_t 0.015] [optim_t 0.404] [lr 0.000757] [CE 4.104 (4.004)] [KD 2.542 (2.395)] +2024-10-19 10:17:55,495 - Train: 67.05% [838750/1251000] [670.5/1000.0] [batch_t 0.457 (0.437)] [data_t 0.016] [optim_t 0.441] [lr 0.000757] [CE 4.427 (3.993)] [KD 2.464 (2.371)] +2024-10-19 10:18:17,386 - Train: 67.05% [838800/1251000] [670.5/1000.0] [batch_t 0.419 (0.438)] [data_t 0.015] [optim_t 0.404] [lr 0.000757] [CE 4.238 (4.032)] [KD 2.559 (2.405)] +2024-10-19 10:18:38,323 - Train: 67.05% [838850/1251000] [670.5/1000.0] [batch_t 0.434 (0.419)] [data_t 0.015] [optim_t 0.419] [lr 0.000757] [CE 4.357 (3.977)] [KD 2.548 (2.383)] +2024-10-19 10:18:59,173 - Train: 67.06% [838900/1251000] [670.6/1000.0] [batch_t 0.409 (0.417)] [data_t 0.016] [optim_t 0.394] [lr 0.000757] [CE 4.148 (3.900)] [KD 2.540 (2.348)] +2024-10-19 10:19:19,467 - Train: 67.06% [838950/1251000] [670.6/1000.0] [batch_t 0.371 (0.406)] [data_t 0.015] [optim_t 0.356] [lr 0.000757] [CE 4.208 (3.984)] [KD 2.661 (2.404)] +2024-10-19 10:19:39,876 - Train: 67.07% [839000/1251000] [670.7/1000.0] [batch_t 0.433 (0.408)] [data_t 0.015] [optim_t 0.417] [lr 0.000756] [CE 3.752 (3.981)] [KD 2.299 (2.405)] +2024-10-19 10:20:01,054 - Train: 67.07% [839050/1251000] [670.7/1000.0] [batch_t 0.429 (0.423)] [data_t 0.015] [optim_t 0.413] [lr 0.000756] [CE 3.976 (3.946)] [KD 2.210 (2.362)] +2024-10-19 10:20:21,941 - Train: 67.07% [839100/1251000] [670.7/1000.0] [batch_t 0.390 (0.418)] [data_t 0.016] [optim_t 0.375] [lr 0.000756] [CE 3.603 (3.981)] [KD 2.158 (2.404)] +2024-10-19 10:20:42,598 - Train: 67.08% [839150/1251000] [670.8/1000.0] [batch_t 0.361 (0.413)] [data_t 0.016] [optim_t 0.345] [lr 0.000756] [CE 4.461 (3.961)] [KD 2.567 (2.366)] +2024-10-19 10:21:03,450 - Train: 67.08% [839200/1251000] [670.8/1000.0] [batch_t 0.389 (0.417)] [data_t 0.016] [optim_t 0.373] [lr 0.000756] [CE 3.830 (4.056)] [KD 2.242 (2.425)] +2024-10-19 10:21:24,227 - Train: 67.09% [839250/1251000] [670.9/1000.0] [batch_t 0.370 (0.415)] [data_t 0.015] [optim_t 0.355] [lr 0.000756] [CE 4.136 (3.918)] [KD 2.575 (2.330)] +2024-10-19 10:21:45,053 - Train: 67.09% [839300/1251000] [670.9/1000.0] [batch_t 0.362 (0.416)] [data_t 0.016] [optim_t 0.346] [lr 0.000755] [CE 4.698 (4.029)] [KD 2.937 (2.416)] +2024-10-19 10:22:07,026 - Train: 67.09% [839350/1251000] [670.9/1000.0] [batch_t 0.424 (0.439)] [data_t 0.015] [optim_t 0.409] [lr 0.000755] [CE 3.840 (3.882)] [KD 2.381 (2.340)] +2024-10-19 10:22:27,879 - Train: 67.10% [839400/1251000] [671.0/1000.0] [batch_t 0.431 (0.417)] [data_t 0.016] [optim_t 0.415] [lr 0.000755] [CE 4.203 (4.050)] [KD 2.568 (2.387)] +2024-10-19 10:22:57,438 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 39807] [top5_cnt 47502] [top_all 50000] +2024-10-19 10:22:57,439 - net: 79.614 (95.004) +2024-10-19 10:23:19,314 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41116] [top5_cnt 48019] [top_all 50000] +2024-10-19 10:23:19,314 - net_E: 82.232 (96.038) +2024-10-19 10:23:19,466 - Max [top1: 80.030 (epoch: 668)] [top1-ema: 82.240 (epoch: 669)] +2024-10-19 10:23:19,466 - ==> Total time: 4 days, 10:41:28 Eta: 2 days, 4:18:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 10:23:36,517 - Train: 67.10% [839450/1251000] [671.0/1000.0] [batch_t 0.359 (0.535)] [data_t 0.015] [optim_t 0.344] [lr 0.000755] [CE 4.211 (3.973)] [KD 2.728 (2.375)] +2024-10-19 10:23:58,240 - Train: 67.11% [839500/1251000] [671.1/1000.0] [batch_t 0.464 (0.434)] [data_t 0.015] [optim_t 0.448] [lr 0.000755] [CE 4.292 (3.971)] [KD 2.526 (2.361)] +2024-10-19 10:24:19,895 - Train: 67.11% [839550/1251000] [671.1/1000.0] [batch_t 0.413 (0.433)] [data_t 0.015] [optim_t 0.398] [lr 0.000755] [CE 4.198 (3.966)] [KD 2.547 (2.351)] +2024-10-19 10:24:40,330 - Train: 67.11% [839600/1251000] [671.1/1000.0] [batch_t 0.413 (0.409)] [data_t 0.015] [optim_t 0.397] [lr 0.000754] [CE 4.428 (3.976)] [KD 2.681 (2.360)] +2024-10-19 10:25:01,645 - Train: 67.12% [839650/1251000] [671.2/1000.0] [batch_t 0.413 (0.426)] [data_t 0.015] [optim_t 0.398] [lr 0.000754] [CE 4.263 (3.956)] [KD 2.455 (2.347)] +2024-10-19 10:25:23,115 - Train: 67.12% [839700/1251000] [671.2/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.000754] [CE 4.265 (3.960)] [KD 2.542 (2.370)] +2024-10-19 10:25:45,673 - Train: 67.13% [839750/1251000] [671.3/1000.0] [batch_t 0.490 (0.451)] [data_t 0.015] [optim_t 0.474] [lr 0.000754] [CE 3.962 (3.942)] [KD 2.288 (2.349)] +2024-10-19 10:26:06,034 - Train: 67.13% [839800/1251000] [671.3/1000.0] [batch_t 0.391 (0.407)] [data_t 0.015] [optim_t 0.376] [lr 0.000754] [CE 3.875 (4.012)] [KD 2.334 (2.396)] +2024-10-19 10:26:26,469 - Train: 67.13% [839850/1251000] [671.3/1000.0] [batch_t 0.392 (0.409)] [data_t 0.015] [optim_t 0.377] [lr 0.000754] [CE 4.184 (3.989)] [KD 2.400 (2.371)] +2024-10-19 10:26:47,323 - Train: 67.14% [839900/1251000] [671.4/1000.0] [batch_t 0.441 (0.417)] [data_t 0.015] [optim_t 0.425] [lr 0.000754] [CE 3.732 (3.909)] [KD 2.329 (2.362)] +2024-10-19 10:27:08,185 - Train: 67.14% [839950/1251000] [671.4/1000.0] [batch_t 0.427 (0.417)] [data_t 0.015] [optim_t 0.411] [lr 0.000753] [CE 4.222 (4.041)] [KD 2.359 (2.393)] +2024-10-19 10:27:29,667 - Train: 67.15% [840000/1251000] [671.5/1000.0] [batch_t 0.376 (0.430)] [data_t 0.015] [optim_t 0.360] [lr 0.000753] [CE 4.324 (3.949)] [KD 2.576 (2.362)] +2024-10-19 10:27:50,090 - Train: 67.15% [840050/1251000] [671.5/1000.0] [batch_t 0.407 (0.408)] [data_t 0.016] [optim_t 0.392] [lr 0.000753] [CE 4.337 (3.945)] [KD 2.665 (2.393)] +2024-10-19 10:28:11,032 - Train: 67.15% [840100/1251000] [671.5/1000.0] [batch_t 0.395 (0.419)] [data_t 0.044] [optim_t 0.351] [lr 0.000753] [CE 4.459 (3.976)] [KD 2.726 (2.386)] +2024-10-19 10:28:32,783 - Train: 67.16% [840150/1251000] [671.6/1000.0] [batch_t 0.488 (0.435)] [data_t 0.016] [optim_t 0.472] [lr 0.000753] [CE 4.010 (3.992)] [KD 2.358 (2.352)] +2024-10-19 10:28:54,830 - Train: 67.16% [840200/1251000] [671.6/1000.0] [batch_t 0.364 (0.441)] [data_t 0.015] [optim_t 0.349] [lr 0.000753] [CE 3.501 (3.962)] [KD 2.270 (2.390)] +2024-10-19 10:29:15,557 - Train: 67.17% [840250/1251000] [671.7/1000.0] [batch_t 0.460 (0.414)] [data_t 0.015] [optim_t 0.445] [lr 0.000752] [CE 3.672 (4.013)] [KD 2.048 (2.359)] +2024-10-19 10:29:36,336 - Train: 67.17% [840300/1251000] [671.7/1000.0] [batch_t 0.414 (0.415)] [data_t 0.015] [optim_t 0.399] [lr 0.000752] [CE 4.389 (3.942)] [KD 2.363 (2.339)] +2024-10-19 10:29:57,592 - Train: 67.17% [840350/1251000] [671.7/1000.0] [batch_t 0.453 (0.425)] [data_t 0.015] [optim_t 0.438] [lr 0.000752] [CE 4.354 (3.973)] [KD 2.534 (2.360)] +2024-10-19 10:30:18,399 - Train: 67.18% [840400/1251000] [671.8/1000.0] [batch_t 0.402 (0.416)] [data_t 0.015] [optim_t 0.386] [lr 0.000752] [CE 3.984 (3.992)] [KD 2.425 (2.384)] +2024-10-19 10:30:39,866 - Train: 67.18% [840450/1251000] [671.8/1000.0] [batch_t 0.483 (0.429)] [data_t 0.015] [optim_t 0.467] [lr 0.000752] [CE 4.103 (3.907)] [KD 2.478 (2.348)] +2024-10-19 10:31:00,550 - Train: 67.19% [840500/1251000] [671.9/1000.0] [batch_t 0.433 (0.414)] [data_t 0.015] [optim_t 0.417] [lr 0.000752] [CE 3.872 (3.967)] [KD 2.425 (2.382)] +2024-10-19 10:31:21,097 - Train: 67.19% [840550/1251000] [671.9/1000.0] [batch_t 0.443 (0.411)] [data_t 0.015] [optim_t 0.428] [lr 0.000751] [CE 3.963 (3.930)] [KD 2.484 (2.356)] +2024-10-19 10:31:42,005 - Train: 67.19% [840600/1251000] [671.9/1000.0] [batch_t 0.437 (0.418)] [data_t 0.015] [optim_t 0.421] [lr 0.000751] [CE 3.765 (3.999)] [KD 2.302 (2.404)] +2024-10-19 10:32:02,932 - Train: 67.20% [840650/1251000] [672.0/1000.0] [batch_t 0.426 (0.418)] [data_t 0.015] [optim_t 0.410] [lr 0.000751] [CE 4.223 (3.976)] [KD 2.438 (2.373)] +2024-10-19 10:32:32,597 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 39773] [top5_cnt 47505] [top_all 50000] +2024-10-19 10:32:32,597 - net: 79.546 (95.010) +2024-10-19 10:32:54,227 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41135] [top5_cnt 48033] [top_all 50000] +2024-10-19 10:32:54,228 - net_E: 82.270 (96.066) +2024-10-19 10:32:54,374 - Max [top1: 80.030 (epoch: 668)] [top1-ema: 82.270 (epoch: 672)] +2024-10-19 10:32:54,374 - ==> Total time: 4 days, 10:51:02 Eta: 2 days, 4:09:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 10:33:12,508 - Train: 67.20% [840700/1251000] [672.0/1000.0] [batch_t 0.358 (0.493)] [data_t 0.015] [optim_t 0.342] [lr 0.000751] [CE 4.189 (4.032)] [KD 2.587 (2.391)] +2024-10-19 10:33:31,791 - Train: 67.21% [840750/1251000] [672.1/1000.0] [batch_t 0.401 (0.386)] [data_t 0.058] [optim_t 0.343] [lr 0.000751] [CE 4.340 (4.017)] [KD 2.556 (2.374)] +2024-10-19 10:33:53,438 - Train: 67.21% [840800/1251000] [672.1/1000.0] [batch_t 0.367 (0.433)] [data_t 0.026] [optim_t 0.341] [lr 0.000751] [CE 3.951 (4.019)] [KD 2.374 (2.378)] +2024-10-19 10:34:14,756 - Train: 67.21% [840850/1251000] [672.1/1000.0] [batch_t 0.448 (0.426)] [data_t 0.106] [optim_t 0.342] [lr 0.000750] [CE 3.770 (3.918)] [KD 2.320 (2.323)] +2024-10-19 10:34:35,774 - Train: 67.22% [840900/1251000] [672.2/1000.0] [batch_t 0.358 (0.420)] [data_t 0.015] [optim_t 0.343] [lr 0.000750] [CE 4.206 (3.964)] [KD 2.480 (2.361)] +2024-10-19 10:34:57,590 - Train: 67.22% [840950/1251000] [672.2/1000.0] [batch_t 0.430 (0.436)] [data_t 0.083] [optim_t 0.347] [lr 0.000750] [CE 4.274 (4.094)] [KD 2.581 (2.434)] +2024-10-19 10:35:18,892 - Train: 67.23% [841000/1251000] [672.3/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.345] [lr 0.000750] [CE 3.469 (4.022)] [KD 2.119 (2.424)] +2024-10-19 10:35:40,090 - Train: 67.23% [841050/1251000] [672.3/1000.0] [batch_t 0.410 (0.424)] [data_t 0.067] [optim_t 0.343] [lr 0.000750] [CE 4.031 (4.001)] [KD 2.418 (2.371)] +2024-10-19 10:36:00,978 - Train: 67.23% [841100/1251000] [672.3/1000.0] [batch_t 0.407 (0.418)] [data_t 0.063] [optim_t 0.344] [lr 0.000750] [CE 3.569 (3.965)] [KD 2.142 (2.340)] +2024-10-19 10:36:21,677 - Train: 67.24% [841150/1251000] [672.4/1000.0] [batch_t 0.390 (0.414)] [data_t 0.048] [optim_t 0.343] [lr 0.000750] [CE 4.050 (3.995)] [KD 2.438 (2.356)] +2024-10-19 10:36:42,676 - Train: 67.24% [841200/1251000] [672.4/1000.0] [batch_t 0.511 (0.420)] [data_t 0.167] [optim_t 0.343] [lr 0.000749] [CE 4.231 (3.977)] [KD 2.395 (2.371)] +2024-10-19 10:37:03,290 - Train: 67.25% [841250/1251000] [672.5/1000.0] [batch_t 0.364 (0.412)] [data_t 0.015] [optim_t 0.349] [lr 0.000749] [CE 3.926 (3.979)] [KD 2.332 (2.326)] +2024-10-19 10:37:24,159 - Train: 67.25% [841300/1251000] [672.5/1000.0] [batch_t 0.419 (0.417)] [data_t 0.075] [optim_t 0.345] [lr 0.000749] [CE 4.217 (3.926)] [KD 2.437 (2.351)] +2024-10-19 10:37:45,045 - Train: 67.25% [841350/1251000] [672.5/1000.0] [batch_t 0.415 (0.418)] [data_t 0.072] [optim_t 0.342] [lr 0.000749] [CE 4.313 (4.009)] [KD 2.602 (2.399)] +2024-10-19 10:38:06,598 - Train: 67.26% [841400/1251000] [672.6/1000.0] [batch_t 0.405 (0.431)] [data_t 0.065] [optim_t 0.340] [lr 0.000749] [CE 4.406 (3.972)] [KD 2.485 (2.358)] +2024-10-19 10:38:28,333 - Train: 67.26% [841450/1251000] [672.6/1000.0] [batch_t 0.440 (0.435)] [data_t 0.098] [optim_t 0.342] [lr 0.000749] [CE 4.022 (4.025)] [KD 2.483 (2.401)] +2024-10-19 10:38:49,380 - Train: 67.27% [841500/1251000] [672.7/1000.0] [batch_t 0.412 (0.421)] [data_t 0.065] [optim_t 0.347] [lr 0.000748] [CE 4.099 (4.005)] [KD 2.523 (2.392)] +2024-10-19 10:39:10,247 - Train: 67.27% [841550/1251000] [672.7/1000.0] [batch_t 0.403 (0.417)] [data_t 0.057] [optim_t 0.346] [lr 0.000748] [CE 4.157 (4.020)] [KD 2.574 (2.396)] +2024-10-19 10:39:31,335 - Train: 67.27% [841600/1251000] [672.7/1000.0] [batch_t 0.469 (0.422)] [data_t 0.127] [optim_t 0.342] [lr 0.000748] [CE 4.073 (4.031)] [KD 2.396 (2.412)] +2024-10-19 10:39:52,253 - Train: 67.28% [841650/1251000] [672.8/1000.0] [batch_t 0.397 (0.418)] [data_t 0.054] [optim_t 0.343] [lr 0.000748] [CE 4.177 (4.024)] [KD 2.413 (2.382)] +2024-10-19 10:40:13,648 - Train: 67.28% [841700/1251000] [672.8/1000.0] [batch_t 0.409 (0.428)] [data_t 0.063] [optim_t 0.346] [lr 0.000748] [CE 3.907 (3.982)] [KD 2.239 (2.356)] +2024-10-19 10:40:35,346 - Train: 67.29% [841750/1251000] [672.9/1000.0] [batch_t 0.528 (0.434)] [data_t 0.185] [optim_t 0.343] [lr 0.000748] [CE 3.961 (3.953)] [KD 2.395 (2.375)] +2024-10-19 10:40:56,669 - Train: 67.29% [841800/1251000] [672.9/1000.0] [batch_t 0.552 (0.426)] [data_t 0.212] [optim_t 0.340] [lr 0.000747] [CE 3.970 (4.012)] [KD 2.192 (2.389)] +2024-10-19 10:41:18,654 - Train: 67.29% [841850/1251000] [672.9/1000.0] [batch_t 0.457 (0.440)] [data_t 0.015] [optim_t 0.442] [lr 0.000747] [CE 4.116 (3.975)] [KD 2.497 (2.394)] +2024-10-19 10:41:40,250 - Train: 67.30% [841900/1251000] [673.0/1000.0] [batch_t 0.443 (0.432)] [data_t 0.015] [optim_t 0.428] [lr 0.000747] [CE 3.698 (3.891)] [KD 2.240 (2.317)] +2024-10-19 10:42:11,130 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 39921] [top5_cnt 47528] [top_all 50000] +2024-10-19 10:42:11,130 - net: 79.842 (95.056) +2024-10-19 10:42:32,695 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41131] [top5_cnt 48040] [top_all 50000] +2024-10-19 10:42:32,695 - net_E: 82.262 (96.080) +2024-10-19 10:42:32,865 - Max [top1: 80.030 (epoch: 668)] [top1-ema: 82.270 (epoch: 672)] +2024-10-19 10:42:32,866 - ==> Total time: 4 days, 11:00:41 Eta: 2 days, 3:59:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 10:42:49,447 - Train: 67.30% [841950/1251000] [673.0/1000.0] [batch_t 0.358 (0.564)] [data_t 0.015] [optim_t 0.343] [lr 0.000747] [CE 3.998 (3.979)] [KD 2.349 (2.371)] +2024-10-19 10:43:11,122 - Train: 67.31% [842000/1251000] [673.1/1000.0] [batch_t 0.413 (0.433)] [data_t 0.015] [optim_t 0.398] [lr 0.000747] [CE 4.084 (3.993)] [KD 2.397 (2.365)] +2024-10-19 10:43:32,760 - Train: 67.31% [842050/1251000] [673.1/1000.0] [batch_t 0.390 (0.433)] [data_t 0.015] [optim_t 0.375] [lr 0.000747] [CE 4.259 (3.996)] [KD 2.479 (2.378)] +2024-10-19 10:43:52,714 - Train: 67.31% [842100/1251000] [673.1/1000.0] [batch_t 0.444 (0.399)] [data_t 0.015] [optim_t 0.429] [lr 0.000746] [CE 3.914 (3.905)] [KD 2.305 (2.330)] +2024-10-19 10:44:12,978 - Train: 67.32% [842150/1251000] [673.2/1000.0] [batch_t 0.384 (0.405)] [data_t 0.015] [optim_t 0.368] [lr 0.000746] [CE 3.974 (3.967)] [KD 2.331 (2.339)] +2024-10-19 10:44:34,151 - Train: 67.32% [842200/1251000] [673.2/1000.0] [batch_t 0.387 (0.423)] [data_t 0.015] [optim_t 0.372] [lr 0.000746] [CE 3.846 (3.925)] [KD 2.322 (2.320)] +2024-10-19 10:44:56,003 - Train: 67.33% [842250/1251000] [673.3/1000.0] [batch_t 0.417 (0.437)] [data_t 0.015] [optim_t 0.402] [lr 0.000746] [CE 4.181 (3.993)] [KD 2.417 (2.372)] +2024-10-19 10:45:17,078 - Train: 67.33% [842300/1251000] [673.3/1000.0] [batch_t 0.402 (0.421)] [data_t 0.015] [optim_t 0.387] [lr 0.000746] [CE 3.742 (4.016)] [KD 2.215 (2.403)] +2024-10-19 10:45:37,751 - Train: 67.33% [842350/1251000] [673.3/1000.0] [batch_t 0.390 (0.413)] [data_t 0.015] [optim_t 0.374] [lr 0.000746] [CE 4.473 (4.055)] [KD 2.470 (2.399)] +2024-10-19 10:45:58,938 - Train: 67.34% [842400/1251000] [673.4/1000.0] [batch_t 0.366 (0.424)] [data_t 0.015] [optim_t 0.351] [lr 0.000746] [CE 4.006 (3.944)] [KD 2.358 (2.343)] +2024-10-19 10:46:20,115 - Train: 67.34% [842450/1251000] [673.4/1000.0] [batch_t 0.440 (0.423)] [data_t 0.015] [optim_t 0.424] [lr 0.000745] [CE 3.769 (4.020)] [KD 2.409 (2.373)] +2024-10-19 10:46:41,264 - Train: 67.35% [842500/1251000] [673.5/1000.0] [batch_t 0.457 (0.423)] [data_t 0.015] [optim_t 0.442] [lr 0.000745] [CE 3.775 (4.010)] [KD 2.303 (2.379)] +2024-10-19 10:47:02,264 - Train: 67.35% [842550/1251000] [673.5/1000.0] [batch_t 0.434 (0.420)] [data_t 0.016] [optim_t 0.419] [lr 0.000745] [CE 3.604 (4.002)] [KD 2.147 (2.394)] +2024-10-19 10:47:23,703 - Train: 67.35% [842600/1251000] [673.5/1000.0] [batch_t 0.448 (0.429)] [data_t 0.015] [optim_t 0.433] [lr 0.000745] [CE 4.001 (3.969)] [KD 2.388 (2.399)] +2024-10-19 10:47:46,236 - Train: 67.36% [842650/1251000] [673.6/1000.0] [batch_t 0.493 (0.451)] [data_t 0.015] [optim_t 0.478] [lr 0.000745] [CE 4.126 (3.979)] [KD 2.530 (2.365)] +2024-10-19 10:48:08,317 - Train: 67.36% [842700/1251000] [673.6/1000.0] [batch_t 0.513 (0.442)] [data_t 0.015] [optim_t 0.498] [lr 0.000745] [CE 4.075 (4.016)] [KD 2.411 (2.388)] +2024-10-19 10:48:30,480 - Train: 67.37% [842750/1251000] [673.7/1000.0] [batch_t 0.362 (0.443)] [data_t 0.015] [optim_t 0.346] [lr 0.000744] [CE 3.802 (3.945)] [KD 2.408 (2.357)] +2024-10-19 10:48:51,067 - Train: 67.37% [842800/1251000] [673.7/1000.0] [batch_t 0.403 (0.412)] [data_t 0.015] [optim_t 0.387] [lr 0.000744] [CE 3.765 (4.033)] [KD 2.266 (2.398)] +2024-10-19 10:49:12,168 - Train: 67.37% [842850/1251000] [673.7/1000.0] [batch_t 0.406 (0.422)] [data_t 0.015] [optim_t 0.391] [lr 0.000744] [CE 3.867 (4.021)] [KD 2.439 (2.398)] +2024-10-19 10:49:33,991 - Train: 67.38% [842900/1251000] [673.8/1000.0] [batch_t 0.453 (0.436)] [data_t 0.015] [optim_t 0.438] [lr 0.000744] [CE 4.658 (3.973)] [KD 2.780 (2.341)] +2024-10-19 10:49:54,604 - Train: 67.38% [842950/1251000] [673.8/1000.0] [batch_t 0.404 (0.412)] [data_t 0.015] [optim_t 0.389] [lr 0.000744] [CE 3.409 (3.966)] [KD 2.088 (2.379)] +2024-10-19 10:50:15,486 - Train: 67.39% [843000/1251000] [673.9/1000.0] [batch_t 0.503 (0.418)] [data_t 0.015] [optim_t 0.488] [lr 0.000744] [CE 3.866 (3.970)] [KD 2.252 (2.366)] +2024-10-19 10:50:36,814 - Train: 67.39% [843050/1251000] [673.9/1000.0] [batch_t 0.410 (0.426)] [data_t 0.015] [optim_t 0.394] [lr 0.000743] [CE 3.876 (3.930)] [KD 2.368 (2.348)] +2024-10-19 10:50:58,756 - Train: 67.39% [843100/1251000] [673.9/1000.0] [batch_t 0.480 (0.439)] [data_t 0.015] [optim_t 0.464] [lr 0.000743] [CE 3.580 (4.020)] [KD 2.086 (2.400)] +2024-10-19 10:51:19,833 - Train: 67.40% [843150/1251000] [674.0/1000.0] [batch_t 0.410 (0.421)] [data_t 0.015] [optim_t 0.395] [lr 0.000743] [CE 3.671 (3.936)] [KD 2.287 (2.352)] +2024-10-19 10:51:50,041 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 39920] [top5_cnt 47535] [top_all 50000] +2024-10-19 10:51:50,041 - net: 79.840 (95.070) +2024-10-19 10:52:11,234 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41136] [top5_cnt 48037] [top_all 50000] +2024-10-19 10:52:11,234 - net_E: 82.272 (96.074) +2024-10-19 10:52:11,398 - Max [top1: 80.030 (epoch: 668)] [top1-ema: 82.272 (epoch: 674)] +2024-10-19 10:52:11,398 - ==> Total time: 4 days, 11:10:20 Eta: 2 days, 3:50:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 10:52:29,200 - Train: 67.40% [843200/1251000] [674.0/1000.0] [batch_t 0.361 (0.532)] [data_t 0.015] [optim_t 0.345] [lr 0.000743] [CE 3.872 (3.972)] [KD 2.279 (2.379)] +2024-10-19 10:52:49,602 - Train: 67.41% [843250/1251000] [674.1/1000.0] [batch_t 0.394 (0.408)] [data_t 0.015] [optim_t 0.379] [lr 0.000743] [CE 4.256 (3.989)] [KD 2.555 (2.377)] +2024-10-19 10:53:11,604 - Train: 67.41% [843300/1251000] [674.1/1000.0] [batch_t 0.515 (0.440)] [data_t 0.015] [optim_t 0.500] [lr 0.000743] [CE 3.489 (4.041)] [KD 2.217 (2.383)] +2024-10-19 10:53:33,043 - Train: 67.41% [843350/1251000] [674.1/1000.0] [batch_t 0.450 (0.429)] [data_t 0.015] [optim_t 0.434] [lr 0.000743] [CE 4.249 (3.961)] [KD 2.398 (2.341)] +2024-10-19 10:53:54,491 - Train: 67.42% [843400/1251000] [674.2/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.000742] [CE 4.058 (4.020)] [KD 2.467 (2.377)] +2024-10-19 10:54:16,196 - Train: 67.42% [843450/1251000] [674.2/1000.0] [batch_t 0.365 (0.434)] [data_t 0.015] [optim_t 0.350] [lr 0.000742] [CE 4.219 (3.992)] [KD 2.549 (2.376)] +2024-10-19 10:54:37,544 - Train: 67.43% [843500/1251000] [674.3/1000.0] [batch_t 0.490 (0.427)] [data_t 0.015] [optim_t 0.474] [lr 0.000742] [CE 4.287 (3.987)] [KD 2.421 (2.359)] +2024-10-19 10:54:58,345 - Train: 67.43% [843550/1251000] [674.3/1000.0] [batch_t 0.392 (0.416)] [data_t 0.015] [optim_t 0.377] [lr 0.000742] [CE 3.866 (3.968)] [KD 2.330 (2.329)] +2024-10-19 10:55:19,652 - Train: 67.43% [843600/1251000] [674.3/1000.0] [batch_t 0.428 (0.426)] [data_t 0.015] [optim_t 0.413] [lr 0.000742] [CE 4.061 (3.975)] [KD 2.487 (2.360)] +2024-10-19 10:55:41,319 - Train: 67.44% [843650/1251000] [674.4/1000.0] [batch_t 0.410 (0.433)] [data_t 0.015] [optim_t 0.395] [lr 0.000742] [CE 3.794 (3.953)] [KD 2.114 (2.336)] +2024-10-19 10:56:03,391 - Train: 67.44% [843700/1251000] [674.4/1000.0] [batch_t 0.372 (0.441)] [data_t 0.015] [optim_t 0.357] [lr 0.000741] [CE 4.126 (3.977)] [KD 2.369 (2.361)] +2024-10-19 10:56:25,465 - Train: 67.45% [843750/1251000] [674.5/1000.0] [batch_t 0.418 (0.441)] [data_t 0.015] [optim_t 0.402] [lr 0.000741] [CE 4.358 (4.046)] [KD 2.342 (2.365)] +2024-10-19 10:56:47,800 - Train: 67.45% [843800/1251000] [674.5/1000.0] [batch_t 0.498 (0.447)] [data_t 0.016] [optim_t 0.483] [lr 0.000741] [CE 4.153 (3.982)] [KD 2.497 (2.370)] +2024-10-19 10:57:09,751 - Train: 67.45% [843850/1251000] [674.5/1000.0] [batch_t 0.470 (0.439)] [data_t 0.015] [optim_t 0.455] [lr 0.000741] [CE 4.337 (4.008)] [KD 2.649 (2.361)] +2024-10-19 10:57:31,553 - Train: 67.46% [843900/1251000] [674.6/1000.0] [batch_t 0.423 (0.436)] [data_t 0.015] [optim_t 0.408] [lr 0.000741] [CE 4.575 (4.021)] [KD 2.705 (2.397)] +2024-10-19 10:57:53,013 - Train: 67.46% [843950/1251000] [674.6/1000.0] [batch_t 0.499 (0.429)] [data_t 0.015] [optim_t 0.484] [lr 0.000741] [CE 3.941 (3.989)] [KD 2.460 (2.381)] +2024-10-19 10:58:14,885 - Train: 67.47% [844000/1251000] [674.7/1000.0] [batch_t 0.451 (0.437)] [data_t 0.016] [optim_t 0.435] [lr 0.000740] [CE 3.931 (4.011)] [KD 2.411 (2.409)] +2024-10-19 10:58:36,822 - Train: 67.47% [844050/1251000] [674.7/1000.0] [batch_t 0.484 (0.439)] [data_t 0.015] [optim_t 0.469] [lr 0.000740] [CE 4.214 (3.996)] [KD 2.510 (2.377)] +2024-10-19 10:58:58,339 - Train: 67.47% [844100/1251000] [674.7/1000.0] [batch_t 0.431 (0.430)] [data_t 0.015] [optim_t 0.415] [lr 0.000740] [CE 4.194 (3.926)] [KD 2.653 (2.341)] +2024-10-19 10:59:19,143 - Train: 67.48% [844150/1251000] [674.8/1000.0] [batch_t 0.384 (0.416)] [data_t 0.015] [optim_t 0.369] [lr 0.000740] [CE 3.823 (4.019)] [KD 2.136 (2.376)] +2024-10-19 10:59:39,959 - Train: 67.48% [844200/1251000] [674.8/1000.0] [batch_t 0.478 (0.416)] [data_t 0.015] [optim_t 0.462] [lr 0.000740] [CE 3.176 (3.886)] [KD 1.874 (2.312)] +2024-10-19 11:00:00,587 - Train: 67.49% [844250/1251000] [674.9/1000.0] [batch_t 0.432 (0.412)] [data_t 0.015] [optim_t 0.417] [lr 0.000740] [CE 3.841 (3.961)] [KD 2.281 (2.358)] +2024-10-19 11:00:21,200 - Train: 67.49% [844300/1251000] [674.9/1000.0] [batch_t 0.364 (0.412)] [data_t 0.015] [optim_t 0.349] [lr 0.000739] [CE 3.999 (3.943)] [KD 2.312 (2.352)] +2024-10-19 11:00:42,277 - Train: 67.49% [844350/1251000] [674.9/1000.0] [batch_t 0.413 (0.421)] [data_t 0.015] [optim_t 0.398] [lr 0.000739] [CE 3.780 (4.017)] [KD 2.289 (2.379)] +2024-10-19 11:01:03,542 - Train: 67.50% [844400/1251000] [675.0/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.000739] [CE 3.422 (3.959)] [KD 2.004 (2.353)] +2024-10-19 11:01:35,225 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 39805] [top5_cnt 47525] [top_all 50000] +2024-10-19 11:01:35,225 - net: 79.610 (95.050) +2024-10-19 11:01:56,422 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 41113] [top5_cnt 48042] [top_all 50000] +2024-10-19 11:01:56,423 - net_E: 82.226 (96.084) +2024-10-19 11:01:56,591 - Max [top1: 80.030 (epoch: 668)] [top1-ema: 82.272 (epoch: 674)] +2024-10-19 11:01:56,592 - ==> Total time: 4 days, 11:20:05 Eta: 2 days, 3:40:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 11:02:13,458 - Train: 67.50% [844450/1251000] [675.0/1000.0] [batch_t 0.363 (0.491)] [data_t 0.015] [optim_t 0.348] [lr 0.000739] [CE 4.272 (3.993)] [KD 2.550 (2.394)] +2024-10-19 11:02:33,542 - Train: 67.51% [844500/1251000] [675.1/1000.0] [batch_t 0.361 (0.402)] [data_t 0.015] [optim_t 0.346] [lr 0.000739] [CE 3.930 (3.998)] [KD 2.350 (2.372)] +2024-10-19 11:02:55,186 - Train: 67.51% [844550/1251000] [675.1/1000.0] [batch_t 0.434 (0.433)] [data_t 0.015] [optim_t 0.419] [lr 0.000739] [CE 4.155 (3.969)] [KD 2.403 (2.352)] +2024-10-19 11:03:16,965 - Train: 67.51% [844600/1251000] [675.1/1000.0] [batch_t 0.437 (0.435)] [data_t 0.015] [optim_t 0.421] [lr 0.000739] [CE 4.412 (3.945)] [KD 2.534 (2.338)] +2024-10-19 11:03:38,237 - Train: 67.52% [844650/1251000] [675.2/1000.0] [batch_t 0.356 (0.425)] [data_t 0.015] [optim_t 0.341] [lr 0.000738] [CE 4.166 (4.025)] [KD 2.305 (2.355)] +2024-10-19 11:03:59,564 - Train: 67.52% [844700/1251000] [675.2/1000.0] [batch_t 0.463 (0.426)] [data_t 0.015] [optim_t 0.447] [lr 0.000738] [CE 4.162 (3.926)] [KD 2.513 (2.322)] +2024-10-19 11:04:20,449 - Train: 67.53% [844750/1251000] [675.3/1000.0] [batch_t 0.396 (0.418)] [data_t 0.015] [optim_t 0.381] [lr 0.000738] [CE 3.938 (4.032)] [KD 2.345 (2.404)] +2024-10-19 11:04:41,537 - Train: 67.53% [844800/1251000] [675.3/1000.0] [batch_t 0.436 (0.422)] [data_t 0.015] [optim_t 0.421] [lr 0.000738] [CE 4.207 (3.946)] [KD 2.467 (2.334)] +2024-10-19 11:05:02,720 - Train: 67.53% [844850/1251000] [675.3/1000.0] [batch_t 0.552 (0.424)] [data_t 0.015] [optim_t 0.537] [lr 0.000738] [CE 4.193 (3.975)] [KD 2.655 (2.362)] +2024-10-19 11:05:23,983 - Train: 67.54% [844900/1251000] [675.4/1000.0] [batch_t 0.409 (0.425)] [data_t 0.015] [optim_t 0.393] [lr 0.000738] [CE 4.308 (3.984)] [KD 2.377 (2.390)] +2024-10-19 11:05:45,173 - Train: 67.54% [844950/1251000] [675.4/1000.0] [batch_t 0.364 (0.424)] [data_t 0.016] [optim_t 0.349] [lr 0.000737] [CE 3.785 (3.920)] [KD 2.317 (2.373)] +2024-10-19 11:06:06,297 - Train: 67.55% [845000/1251000] [675.5/1000.0] [batch_t 0.423 (0.422)] [data_t 0.015] [optim_t 0.408] [lr 0.000737] [CE 3.726 (4.020)] [KD 2.226 (2.391)] +2024-10-19 11:06:27,755 - Train: 67.55% [845050/1251000] [675.5/1000.0] [batch_t 0.466 (0.429)] [data_t 0.016] [optim_t 0.450] [lr 0.000737] [CE 4.306 (4.030)] [KD 2.558 (2.405)] +2024-10-19 11:06:48,484 - Train: 67.55% [845100/1251000] [675.5/1000.0] [batch_t 0.363 (0.414)] [data_t 0.015] [optim_t 0.347] [lr 0.000737] [CE 3.732 (3.999)] [KD 2.093 (2.351)] +2024-10-19 11:07:09,530 - Train: 67.56% [845150/1251000] [675.6/1000.0] [batch_t 0.449 (0.421)] [data_t 0.015] [optim_t 0.433] [lr 0.000737] [CE 4.183 (4.011)] [KD 2.491 (2.388)] +2024-10-19 11:07:30,692 - Train: 67.56% [845200/1251000] [675.6/1000.0] [batch_t 0.368 (0.423)] [data_t 0.015] [optim_t 0.352] [lr 0.000737] [CE 3.571 (3.971)] [KD 2.203 (2.367)] +2024-10-19 11:07:51,382 - Train: 67.57% [845250/1251000] [675.7/1000.0] [batch_t 0.420 (0.414)] [data_t 0.015] [optim_t 0.405] [lr 0.000736] [CE 4.039 (3.939)] [KD 2.377 (2.330)] +2024-10-19 11:08:13,001 - Train: 67.57% [845300/1251000] [675.7/1000.0] [batch_t 0.475 (0.432)] [data_t 0.015] [optim_t 0.460] [lr 0.000736] [CE 4.019 (3.983)] [KD 2.427 (2.355)] +2024-10-19 11:08:33,541 - Train: 67.57% [845350/1251000] [675.7/1000.0] [batch_t 0.431 (0.411)] [data_t 0.015] [optim_t 0.415] [lr 0.000736] [CE 3.787 (4.004)] [KD 2.155 (2.392)] +2024-10-19 11:08:54,691 - Train: 67.58% [845400/1251000] [675.8/1000.0] [batch_t 0.412 (0.423)] [data_t 0.015] [optim_t 0.397] [lr 0.000736] [CE 3.835 (3.961)] [KD 2.319 (2.354)] +2024-10-19 11:09:15,759 - Train: 67.58% [845450/1251000] [675.8/1000.0] [batch_t 0.430 (0.421)] [data_t 0.016] [optim_t 0.415] [lr 0.000736] [CE 3.801 (3.998)] [KD 2.141 (2.354)] +2024-10-19 11:09:37,018 - Train: 67.59% [845500/1251000] [675.9/1000.0] [batch_t 0.366 (0.425)] [data_t 0.015] [optim_t 0.351] [lr 0.000736] [CE 4.169 (4.039)] [KD 2.497 (2.396)] +2024-10-19 11:09:58,597 - Train: 67.59% [845550/1251000] [675.9/1000.0] [batch_t 0.470 (0.431)] [data_t 0.015] [optim_t 0.455] [lr 0.000736] [CE 3.753 (3.982)] [KD 2.232 (2.384)] +2024-10-19 11:10:20,343 - Train: 67.59% [845600/1251000] [675.9/1000.0] [batch_t 0.369 (0.435)] [data_t 0.015] [optim_t 0.354] [lr 0.000735] [CE 3.747 (3.893)] [KD 2.278 (2.316)] +2024-10-19 11:10:41,117 - Train: 67.60% [845650/1251000] [676.0/1000.0] [batch_t 0.410 (0.415)] [data_t 0.015] [optim_t 0.394] [lr 0.000735] [CE 3.853 (3.951)] [KD 2.331 (2.355)] +2024-10-19 11:11:13,731 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.445)] [top1_cnt 40099] [top5_cnt 47648] [top_all 50000] +2024-10-19 11:11:13,731 - net: 80.198 (95.296) +2024-10-19 11:11:34,697 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 41129] [top5_cnt 48040] [top_all 50000] +2024-10-19 11:11:34,697 - net_E: 82.258 (96.080) +2024-10-19 11:11:34,836 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.272 (epoch: 674)] +2024-10-19 11:11:34,836 - ==> Total time: 4 days, 11:29:43 Eta: 2 days, 3:31:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 11:11:52,101 - Train: 67.60% [845700/1251000] [676.0/1000.0] [batch_t 0.365 (0.530)] [data_t 0.016] [optim_t 0.349] [lr 0.000735] [CE 3.474 (3.900)] [KD 2.039 (2.281)] +2024-10-19 11:12:13,604 - Train: 67.61% [845750/1251000] [676.1/1000.0] [batch_t 0.388 (0.430)] [data_t 0.016] [optim_t 0.372] [lr 0.000735] [CE 4.056 (3.968)] [KD 2.360 (2.300)] +2024-10-19 11:12:34,467 - Train: 67.61% [845800/1251000] [676.1/1000.0] [batch_t 0.359 (0.417)] [data_t 0.015] [optim_t 0.344] [lr 0.000735] [CE 4.582 (4.025)] [KD 2.671 (2.388)] +2024-10-19 11:12:56,175 - Train: 67.61% [845850/1251000] [676.1/1000.0] [batch_t 0.470 (0.434)] [data_t 0.128] [optim_t 0.342] [lr 0.000735] [CE 4.280 (4.030)] [KD 2.597 (2.376)] +2024-10-19 11:13:17,551 - Train: 67.62% [845900/1251000] [676.2/1000.0] [batch_t 0.501 (0.427)] [data_t 0.159] [optim_t 0.342] [lr 0.000734] [CE 3.588 (4.007)] [KD 2.121 (2.369)] +2024-10-19 11:13:38,644 - Train: 67.62% [845950/1251000] [676.2/1000.0] [batch_t 0.399 (0.422)] [data_t 0.056] [optim_t 0.343] [lr 0.000734] [CE 3.312 (3.962)] [KD 2.125 (2.360)] +2024-10-19 11:13:59,480 - Train: 67.63% [846000/1251000] [676.3/1000.0] [batch_t 0.424 (0.417)] [data_t 0.080] [optim_t 0.345] [lr 0.000734] [CE 4.222 (3.922)] [KD 2.399 (2.350)] +2024-10-19 11:14:20,842 - Train: 67.63% [846050/1251000] [676.3/1000.0] [batch_t 0.446 (0.427)] [data_t 0.102] [optim_t 0.344] [lr 0.000734] [CE 4.092 (3.970)] [KD 2.361 (2.397)] +2024-10-19 11:14:41,974 - Train: 67.63% [846100/1251000] [676.3/1000.0] [batch_t 0.409 (0.423)] [data_t 0.063] [optim_t 0.346] [lr 0.000734] [CE 4.204 (3.969)] [KD 2.376 (2.351)] +2024-10-19 11:15:03,154 - Train: 67.64% [846150/1251000] [676.4/1000.0] [batch_t 0.457 (0.423)] [data_t 0.113] [optim_t 0.344] [lr 0.000734] [CE 3.794 (4.002)] [KD 2.257 (2.385)] +2024-10-19 11:15:24,153 - Train: 67.64% [846200/1251000] [676.4/1000.0] [batch_t 0.378 (0.420)] [data_t 0.036] [optim_t 0.342] [lr 0.000733] [CE 4.091 (4.062)] [KD 2.467 (2.385)] +2024-10-19 11:15:45,796 - Train: 67.65% [846250/1251000] [676.5/1000.0] [batch_t 0.443 (0.433)] [data_t 0.098] [optim_t 0.346] [lr 0.000733] [CE 3.491 (3.977)] [KD 2.208 (2.361)] +2024-10-19 11:16:07,308 - Train: 67.65% [846300/1251000] [676.5/1000.0] [batch_t 0.380 (0.430)] [data_t 0.035] [optim_t 0.345] [lr 0.000733] [CE 4.030 (3.961)] [KD 2.315 (2.321)] +2024-10-19 11:16:29,090 - Train: 67.65% [846350/1251000] [676.5/1000.0] [batch_t 0.525 (0.436)] [data_t 0.159] [optim_t 0.366] [lr 0.000733] [CE 4.035 (4.041)] [KD 2.360 (2.399)] +2024-10-19 11:16:50,608 - Train: 67.66% [846400/1251000] [676.6/1000.0] [batch_t 0.458 (0.430)] [data_t 0.015] [optim_t 0.442] [lr 0.000733] [CE 3.617 (3.958)] [KD 2.046 (2.320)] +2024-10-19 11:17:11,838 - Train: 67.66% [846450/1251000] [676.6/1000.0] [batch_t 0.467 (0.425)] [data_t 0.124] [optim_t 0.343] [lr 0.000733] [CE 3.578 (3.928)] [KD 2.176 (2.318)] +2024-10-19 11:17:33,366 - Train: 67.67% [846500/1251000] [676.7/1000.0] [batch_t 0.426 (0.430)] [data_t 0.080] [optim_t 0.345] [lr 0.000733] [CE 3.547 (3.947)] [KD 2.078 (2.334)] +2024-10-19 11:17:55,183 - Train: 67.67% [846550/1251000] [676.7/1000.0] [batch_t 0.474 (0.436)] [data_t 0.130] [optim_t 0.344] [lr 0.000732] [CE 4.129 (3.966)] [KD 2.472 (2.326)] +2024-10-19 11:18:17,319 - Train: 67.67% [846600/1251000] [676.7/1000.0] [batch_t 0.498 (0.443)] [data_t 0.153] [optim_t 0.345] [lr 0.000732] [CE 4.094 (3.950)] [KD 2.535 (2.333)] +2024-10-19 11:18:38,609 - Train: 67.68% [846650/1251000] [676.8/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.000732] [CE 3.902 (4.019)] [KD 2.500 (2.348)] +2024-10-19 11:18:59,669 - Train: 67.68% [846700/1251000] [676.8/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.000732] [CE 3.302 (3.978)] [KD 1.982 (2.347)] +2024-10-19 11:19:20,255 - Train: 67.69% [846750/1251000] [676.9/1000.0] [batch_t 0.397 (0.412)] [data_t 0.055] [optim_t 0.342] [lr 0.000732] [CE 3.562 (3.993)] [KD 2.154 (2.368)] +2024-10-19 11:19:41,381 - Train: 67.69% [846800/1251000] [676.9/1000.0] [batch_t 0.393 (0.422)] [data_t 0.050] [optim_t 0.342] [lr 0.000732] [CE 3.698 (3.942)] [KD 2.312 (2.335)] +2024-10-19 11:20:02,306 - Train: 67.69% [846850/1251000] [676.9/1000.0] [batch_t 0.380 (0.418)] [data_t 0.026] [optim_t 0.354] [lr 0.000731] [CE 4.021 (4.022)] [KD 2.443 (2.386)] +2024-10-19 11:20:23,835 - Train: 67.70% [846900/1251000] [677.0/1000.0] [batch_t 0.428 (0.430)] [data_t 0.082] [optim_t 0.346] [lr 0.000731] [CE 3.445 (3.940)] [KD 1.943 (2.337)] +2024-10-19 11:20:56,684 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 39882] [top5_cnt 47537] [top_all 50000] +2024-10-19 11:20:56,685 - net: 79.764 (95.074) +2024-10-19 11:21:18,295 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41098] [top5_cnt 48044] [top_all 50000] +2024-10-19 11:21:18,295 - net_E: 82.196 (96.088) +2024-10-19 11:21:18,437 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.272 (epoch: 674)] +2024-10-19 11:21:18,438 - ==> Total time: 4 days, 11:39:27 Eta: 2 days, 3:21:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 11:21:32,885 - Train: 67.70% [846950/1251000] [677.0/1000.0] [batch_t 0.358 (0.568)] [data_t 0.015] [optim_t 0.343] [lr 0.000731] [CE 3.911 (3.992)] [KD 2.281 (2.368)] +2024-10-19 11:21:54,062 - Train: 67.71% [847000/1251000] [677.1/1000.0] [batch_t 0.430 (0.423)] [data_t 0.015] [optim_t 0.414] [lr 0.000731] [CE 3.951 (3.960)] [KD 2.256 (2.382)] +2024-10-19 11:22:16,048 - Train: 67.71% [847050/1251000] [677.1/1000.0] [batch_t 0.361 (0.440)] [data_t 0.015] [optim_t 0.345] [lr 0.000731] [CE 3.710 (3.933)] [KD 2.253 (2.338)] +2024-10-19 11:22:37,525 - Train: 67.71% [847100/1251000] [677.1/1000.0] [batch_t 0.408 (0.429)] [data_t 0.015] [optim_t 0.393] [lr 0.000731] [CE 3.579 (3.954)] [KD 2.343 (2.362)] +2024-10-19 11:22:58,721 - Train: 67.72% [847150/1251000] [677.2/1000.0] [batch_t 0.439 (0.424)] [data_t 0.015] [optim_t 0.424] [lr 0.000730] [CE 3.551 (3.994)] [KD 2.045 (2.374)] +2024-10-19 11:23:20,871 - Train: 67.72% [847200/1251000] [677.2/1000.0] [batch_t 0.455 (0.443)] [data_t 0.015] [optim_t 0.440] [lr 0.000730] [CE 3.808 (4.005)] [KD 2.395 (2.355)] +2024-10-19 11:23:41,634 - Train: 67.73% [847250/1251000] [677.3/1000.0] [batch_t 0.441 (0.415)] [data_t 0.015] [optim_t 0.425] [lr 0.000730] [CE 3.884 (3.939)] [KD 2.322 (2.339)] +2024-10-19 11:24:02,471 - Train: 67.73% [847300/1251000] [677.3/1000.0] [batch_t 0.378 (0.417)] [data_t 0.015] [optim_t 0.363] [lr 0.000730] [CE 3.784 (3.974)] [KD 2.234 (2.368)] +2024-10-19 11:24:23,171 - Train: 67.73% [847350/1251000] [677.3/1000.0] [batch_t 0.387 (0.414)] [data_t 0.015] [optim_t 0.372] [lr 0.000730] [CE 4.547 (3.966)] [KD 2.563 (2.339)] +2024-10-19 11:24:43,860 - Train: 67.74% [847400/1251000] [677.4/1000.0] [batch_t 0.400 (0.414)] [data_t 0.015] [optim_t 0.385] [lr 0.000730] [CE 3.767 (4.013)] [KD 2.154 (2.364)] +2024-10-19 11:25:04,956 - Train: 67.74% [847450/1251000] [677.4/1000.0] [batch_t 0.464 (0.422)] [data_t 0.015] [optim_t 0.449] [lr 0.000729] [CE 4.221 (4.052)] [KD 2.366 (2.395)] +2024-10-19 11:25:26,101 - Train: 67.75% [847500/1251000] [677.5/1000.0] [batch_t 0.461 (0.423)] [data_t 0.015] [optim_t 0.446] [lr 0.000729] [CE 4.182 (3.977)] [KD 2.313 (2.354)] +2024-10-19 11:25:47,467 - Train: 67.75% [847550/1251000] [677.5/1000.0] [batch_t 0.438 (0.427)] [data_t 0.015] [optim_t 0.423] [lr 0.000729] [CE 4.018 (3.967)] [KD 2.439 (2.349)] +2024-10-19 11:26:09,160 - Train: 67.75% [847600/1251000] [677.5/1000.0] [batch_t 0.475 (0.434)] [data_t 0.015] [optim_t 0.459] [lr 0.000729] [CE 3.980 (4.043)] [KD 2.359 (2.385)] +2024-10-19 11:26:31,243 - Train: 67.76% [847650/1251000] [677.6/1000.0] [batch_t 0.364 (0.442)] [data_t 0.015] [optim_t 0.349] [lr 0.000729] [CE 4.295 (3.930)] [KD 2.678 (2.308)] +2024-10-19 11:26:52,929 - Train: 67.76% [847700/1251000] [677.6/1000.0] [batch_t 0.447 (0.434)] [data_t 0.015] [optim_t 0.431] [lr 0.000729] [CE 4.169 (3.945)] [KD 2.404 (2.318)] +2024-10-19 11:27:13,677 - Train: 67.77% [847750/1251000] [677.7/1000.0] [batch_t 0.451 (0.415)] [data_t 0.015] [optim_t 0.436] [lr 0.000729] [CE 3.411 (4.022)] [KD 2.267 (2.403)] +2024-10-19 11:27:34,463 - Train: 67.77% [847800/1251000] [677.7/1000.0] [batch_t 0.409 (0.416)] [data_t 0.016] [optim_t 0.394] [lr 0.000728] [CE 3.568 (3.956)] [KD 2.104 (2.337)] +2024-10-19 11:27:55,793 - Train: 67.77% [847850/1251000] [677.7/1000.0] [batch_t 0.486 (0.427)] [data_t 0.016] [optim_t 0.471] [lr 0.000728] [CE 4.372 (4.084)] [KD 2.508 (2.386)] +2024-10-19 11:28:17,279 - Train: 67.78% [847900/1251000] [677.8/1000.0] [batch_t 0.439 (0.430)] [data_t 0.015] [optim_t 0.423] [lr 0.000728] [CE 4.071 (3.975)] [KD 2.320 (2.353)] +2024-10-19 11:28:38,514 - Train: 67.78% [847950/1251000] [677.8/1000.0] [batch_t 0.450 (0.425)] [data_t 0.015] [optim_t 0.435] [lr 0.000728] [CE 3.788 (4.014)] [KD 2.378 (2.407)] +2024-10-19 11:29:00,601 - Train: 67.79% [848000/1251000] [677.9/1000.0] [batch_t 0.366 (0.442)] [data_t 0.015] [optim_t 0.350] [lr 0.000728] [CE 3.669 (3.941)] [KD 2.086 (2.350)] +2024-10-19 11:29:21,565 - Train: 67.79% [848050/1251000] [677.9/1000.0] [batch_t 0.473 (0.419)] [data_t 0.015] [optim_t 0.458] [lr 0.000728] [CE 4.124 (4.011)] [KD 2.491 (2.389)] +2024-10-19 11:29:42,399 - Train: 67.79% [848100/1251000] [677.9/1000.0] [batch_t 0.410 (0.417)] [data_t 0.015] [optim_t 0.394] [lr 0.000727] [CE 3.529 (3.928)] [KD 2.167 (2.347)] +2024-10-19 11:30:03,677 - Train: 67.80% [848150/1251000] [678.0/1000.0] [batch_t 0.426 (0.425)] [data_t 0.015] [optim_t 0.411] [lr 0.000727] [CE 3.524 (3.924)] [KD 2.036 (2.329)] +2024-10-19 11:30:35,979 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 39971] [top5_cnt 47604] [top_all 50000] +2024-10-19 11:30:35,980 - net: 79.942 (95.208) +2024-10-19 11:30:57,576 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.425)] [top1_cnt 41132] [top5_cnt 48047] [top_all 50000] +2024-10-19 11:30:57,576 - net_E: 82.264 (96.094) +2024-10-19 11:30:57,747 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.272 (epoch: 674)] +2024-10-19 11:30:57,747 - ==> Total time: 4 days, 11:49:06 Eta: 2 days, 3:12:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 11:31:12,508 - Train: 67.80% [848200/1251000] [678.0/1000.0] [batch_t 0.362 (0.608)] [data_t 0.015] [optim_t 0.346] [lr 0.000727] [CE 4.197 (3.942)] [KD 2.549 (2.332)] +2024-10-19 11:31:33,544 - Train: 67.81% [848250/1251000] [678.1/1000.0] [batch_t 0.522 (0.421)] [data_t 0.015] [optim_t 0.507] [lr 0.000727] [CE 3.956 (3.948)] [KD 2.277 (2.336)] +2024-10-19 11:31:56,021 - Train: 67.81% [848300/1251000] [678.1/1000.0] [batch_t 0.539 (0.449)] [data_t 0.015] [optim_t 0.524] [lr 0.000727] [CE 3.837 (3.966)] [KD 2.449 (2.341)] +2024-10-19 11:32:18,099 - Train: 67.81% [848350/1251000] [678.1/1000.0] [batch_t 0.444 (0.441)] [data_t 0.015] [optim_t 0.429] [lr 0.000727] [CE 4.359 (3.989)] [KD 2.409 (2.360)] +2024-10-19 11:32:40,176 - Train: 67.82% [848400/1251000] [678.2/1000.0] [batch_t 0.442 (0.441)] [data_t 0.015] [optim_t 0.426] [lr 0.000726] [CE 4.230 (3.978)] [KD 2.549 (2.367)] +2024-10-19 11:33:02,006 - Train: 67.82% [848450/1251000] [678.2/1000.0] [batch_t 0.443 (0.437)] [data_t 0.015] [optim_t 0.428] [lr 0.000726] [CE 3.978 (3.956)] [KD 2.332 (2.345)] +2024-10-19 11:33:24,149 - Train: 67.83% [848500/1251000] [678.3/1000.0] [batch_t 0.452 (0.443)] [data_t 0.015] [optim_t 0.437] [lr 0.000726] [CE 3.510 (3.908)] [KD 2.176 (2.304)] +2024-10-19 11:33:46,279 - Train: 67.83% [848550/1251000] [678.3/1000.0] [batch_t 0.433 (0.442)] [data_t 0.015] [optim_t 0.418] [lr 0.000726] [CE 3.904 (3.982)] [KD 2.330 (2.354)] +2024-10-19 11:34:08,394 - Train: 67.83% [848600/1251000] [678.3/1000.0] [batch_t 0.415 (0.442)] [data_t 0.015] [optim_t 0.399] [lr 0.000726] [CE 4.300 (3.997)] [KD 2.495 (2.382)] +2024-10-19 11:34:29,961 - Train: 67.84% [848650/1251000] [678.4/1000.0] [batch_t 0.423 (0.431)] [data_t 0.015] [optim_t 0.407] [lr 0.000726] [CE 3.971 (3.999)] [KD 2.377 (2.389)] +2024-10-19 11:34:51,923 - Train: 67.84% [848700/1251000] [678.4/1000.0] [batch_t 0.469 (0.439)] [data_t 0.015] [optim_t 0.454] [lr 0.000726] [CE 4.006 (3.953)] [KD 2.337 (2.332)] +2024-10-19 11:35:13,895 - Train: 67.85% [848750/1251000] [678.5/1000.0] [batch_t 0.411 (0.439)] [data_t 0.015] [optim_t 0.396] [lr 0.000725] [CE 4.397 (4.041)] [KD 2.611 (2.362)] +2024-10-19 11:35:35,874 - Train: 67.85% [848800/1251000] [678.5/1000.0] [batch_t 0.411 (0.439)] [data_t 0.015] [optim_t 0.396] [lr 0.000725] [CE 4.225 (4.020)] [KD 2.452 (2.356)] +2024-10-19 11:35:57,522 - Train: 67.85% [848850/1251000] [678.5/1000.0] [batch_t 0.360 (0.433)] [data_t 0.016] [optim_t 0.344] [lr 0.000725] [CE 3.567 (3.943)] [KD 2.090 (2.337)] +2024-10-19 11:36:18,705 - Train: 67.86% [848900/1251000] [678.6/1000.0] [batch_t 0.434 (0.424)] [data_t 0.015] [optim_t 0.419] [lr 0.000725] [CE 4.069 (4.018)] [KD 2.431 (2.383)] +2024-10-19 11:36:40,547 - Train: 67.86% [848950/1251000] [678.6/1000.0] [batch_t 0.441 (0.437)] [data_t 0.015] [optim_t 0.426] [lr 0.000725] [CE 3.973 (4.003)] [KD 2.330 (2.378)] +2024-10-19 11:37:02,230 - Train: 67.87% [849000/1251000] [678.7/1000.0] [batch_t 0.459 (0.434)] [data_t 0.015] [optim_t 0.443] [lr 0.000725] [CE 3.569 (4.019)] [KD 2.045 (2.395)] +2024-10-19 11:37:24,105 - Train: 67.87% [849050/1251000] [678.7/1000.0] [batch_t 0.409 (0.437)] [data_t 0.015] [optim_t 0.394] [lr 0.000724] [CE 3.534 (4.001)] [KD 2.165 (2.397)] +2024-10-19 11:37:45,847 - Train: 67.87% [849100/1251000] [678.7/1000.0] [batch_t 0.422 (0.435)] [data_t 0.015] [optim_t 0.407] [lr 0.000724] [CE 3.681 (4.051)] [KD 2.068 (2.394)] +2024-10-19 11:38:07,566 - Train: 67.88% [849150/1251000] [678.8/1000.0] [batch_t 0.429 (0.434)] [data_t 0.015] [optim_t 0.414] [lr 0.000724] [CE 3.916 (4.006)] [KD 2.329 (2.368)] +2024-10-19 11:38:28,022 - Train: 67.88% [849200/1251000] [678.8/1000.0] [batch_t 0.385 (0.409)] [data_t 0.016] [optim_t 0.369] [lr 0.000724] [CE 3.927 (4.021)] [KD 2.331 (2.390)] +2024-10-19 11:38:48,577 - Train: 67.89% [849250/1251000] [678.9/1000.0] [batch_t 0.371 (0.411)] [data_t 0.016] [optim_t 0.355] [lr 0.000724] [CE 3.825 (3.970)] [KD 2.331 (2.372)] +2024-10-19 11:39:09,659 - Train: 67.89% [849300/1251000] [678.9/1000.0] [batch_t 0.537 (0.422)] [data_t 0.015] [optim_t 0.522] [lr 0.000724] [CE 3.814 (3.912)] [KD 2.397 (2.334)] +2024-10-19 11:39:31,785 - Train: 67.89% [849350/1251000] [678.9/1000.0] [batch_t 0.512 (0.442)] [data_t 0.015] [optim_t 0.496] [lr 0.000723] [CE 3.966 (4.005)] [KD 2.278 (2.377)] +2024-10-19 11:39:53,375 - Train: 67.90% [849400/1251000] [679.0/1000.0] [batch_t 0.377 (0.432)] [data_t 0.015] [optim_t 0.362] [lr 0.000723] [CE 3.800 (4.059)] [KD 2.362 (2.394)] +2024-10-19 11:40:26,201 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 39809] [top5_cnt 47450] [top_all 50000] +2024-10-19 11:40:26,201 - net: 79.618 (94.900) +2024-10-19 11:40:47,716 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41140] [top5_cnt 48042] [top_all 50000] +2024-10-19 11:40:47,717 - net_E: 82.280 (96.084) +2024-10-19 11:40:47,901 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.280 (epoch: 679)] +2024-10-19 11:40:47,902 - ==> Total time: 4 days, 11:58:56 Eta: 2 days, 3:02:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 11:41:03,445 - Train: 67.90% [849450/1251000] [679.0/1000.0] [batch_t 0.359 (0.513)] [data_t 0.016] [optim_t 0.344] [lr 0.000723] [CE 3.886 (3.920)] [KD 2.287 (2.333)] +2024-10-19 11:41:22,858 - Train: 67.91% [849500/1251000] [679.1/1000.0] [batch_t 0.363 (0.388)] [data_t 0.015] [optim_t 0.347] [lr 0.000723] [CE 4.370 (4.012)] [KD 2.519 (2.370)] +2024-10-19 11:41:44,045 - Train: 67.91% [849550/1251000] [679.1/1000.0] [batch_t 0.444 (0.424)] [data_t 0.015] [optim_t 0.428] [lr 0.000723] [CE 3.707 (3.874)] [KD 2.263 (2.330)] +2024-10-19 11:42:06,474 - Train: 67.91% [849600/1251000] [679.1/1000.0] [batch_t 0.448 (0.448)] [data_t 0.015] [optim_t 0.432] [lr 0.000723] [CE 3.378 (3.970)] [KD 2.073 (2.340)] +2024-10-19 11:42:27,770 - Train: 67.92% [849650/1251000] [679.2/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.000723] [CE 3.927 (4.044)] [KD 2.243 (2.396)] +2024-10-19 11:42:48,587 - Train: 67.92% [849700/1251000] [679.2/1000.0] [batch_t 0.430 (0.416)] [data_t 0.016] [optim_t 0.415] [lr 0.000722] [CE 4.162 (3.991)] [KD 2.471 (2.368)] +2024-10-19 11:43:09,225 - Train: 67.93% [849750/1251000] [679.3/1000.0] [batch_t 0.370 (0.413)] [data_t 0.015] [optim_t 0.354] [lr 0.000722] [CE 3.777 (3.998)] [KD 2.090 (2.364)] +2024-10-19 11:43:29,639 - Train: 67.93% [849800/1251000] [679.3/1000.0] [batch_t 0.416 (0.408)] [data_t 0.015] [optim_t 0.400] [lr 0.000722] [CE 3.941 (3.954)] [KD 2.438 (2.351)] +2024-10-19 11:43:50,211 - Train: 67.93% [849850/1251000] [679.3/1000.0] [batch_t 0.432 (0.411)] [data_t 0.015] [optim_t 0.416] [lr 0.000722] [CE 4.076 (3.966)] [KD 2.474 (2.365)] +2024-10-19 11:44:10,962 - Train: 67.94% [849900/1251000] [679.4/1000.0] [batch_t 0.487 (0.415)] [data_t 0.015] [optim_t 0.471] [lr 0.000722] [CE 3.604 (4.055)] [KD 2.152 (2.389)] +2024-10-19 11:44:32,206 - Train: 67.94% [849950/1251000] [679.4/1000.0] [batch_t 0.406 (0.425)] [data_t 0.015] [optim_t 0.391] [lr 0.000722] [CE 4.092 (3.939)] [KD 2.281 (2.314)] +2024-10-19 11:44:54,033 - Train: 67.95% [850000/1251000] [679.5/1000.0] [batch_t 0.416 (0.436)] [data_t 0.015] [optim_t 0.401] [lr 0.000721] [CE 3.995 (3.947)] [KD 2.284 (2.327)] +2024-10-19 11:45:15,939 - Train: 67.95% [850050/1251000] [679.5/1000.0] [batch_t 0.420 (0.438)] [data_t 0.015] [optim_t 0.405] [lr 0.000721] [CE 3.679 (3.925)] [KD 2.232 (2.348)] +2024-10-19 11:45:37,287 - Train: 67.95% [850100/1251000] [679.5/1000.0] [batch_t 0.394 (0.427)] [data_t 0.015] [optim_t 0.378] [lr 0.000721] [CE 4.315 (4.007)] [KD 2.580 (2.383)] +2024-10-19 11:45:58,956 - Train: 67.96% [850150/1251000] [679.6/1000.0] [batch_t 0.450 (0.433)] [data_t 0.016] [optim_t 0.435] [lr 0.000721] [CE 3.922 (4.000)] [KD 2.489 (2.373)] +2024-10-19 11:46:20,263 - Train: 67.96% [850200/1251000] [679.6/1000.0] [batch_t 0.387 (0.426)] [data_t 0.015] [optim_t 0.371] [lr 0.000721] [CE 3.830 (3.952)] [KD 2.135 (2.355)] +2024-10-19 11:46:41,952 - Train: 67.97% [850250/1251000] [679.7/1000.0] [batch_t 0.498 (0.434)] [data_t 0.015] [optim_t 0.482] [lr 0.000721] [CE 4.439 (4.014)] [KD 2.496 (2.397)] +2024-10-19 11:47:03,153 - Train: 67.97% [850300/1251000] [679.7/1000.0] [batch_t 0.431 (0.424)] [data_t 0.015] [optim_t 0.415] [lr 0.000720] [CE 3.672 (4.004)] [KD 2.209 (2.359)] +2024-10-19 11:47:24,260 - Train: 67.97% [850350/1251000] [679.7/1000.0] [batch_t 0.437 (0.422)] [data_t 0.015] [optim_t 0.421] [lr 0.000720] [CE 3.719 (3.987)] [KD 2.167 (2.340)] +2024-10-19 11:47:45,788 - Train: 67.98% [850400/1251000] [679.8/1000.0] [batch_t 0.426 (0.430)] [data_t 0.015] [optim_t 0.411] [lr 0.000720] [CE 4.107 (4.007)] [KD 2.256 (2.372)] +2024-10-19 11:48:07,065 - Train: 67.98% [850450/1251000] [679.8/1000.0] [batch_t 0.412 (0.425)] [data_t 0.015] [optim_t 0.397] [lr 0.000720] [CE 4.581 (3.949)] [KD 2.727 (2.361)] +2024-10-19 11:48:28,321 - Train: 67.99% [850500/1251000] [679.9/1000.0] [batch_t 0.490 (0.425)] [data_t 0.015] [optim_t 0.474] [lr 0.000720] [CE 4.085 (3.984)] [KD 2.361 (2.361)] +2024-10-19 11:48:49,975 - Train: 67.99% [850550/1251000] [679.9/1000.0] [batch_t 0.407 (0.433)] [data_t 0.016] [optim_t 0.391] [lr 0.000720] [CE 3.675 (3.982)] [KD 2.365 (2.334)] +2024-10-19 11:49:11,031 - Train: 67.99% [850600/1251000] [679.9/1000.0] [batch_t 0.393 (0.421)] [data_t 0.015] [optim_t 0.378] [lr 0.000720] [CE 4.007 (3.942)] [KD 2.334 (2.353)] +2024-10-19 11:49:32,132 - Train: 68.00% [850650/1251000] [680.0/1000.0] [batch_t 0.472 (0.422)] [data_t 0.015] [optim_t 0.457] [lr 0.000719] [CE 4.142 (3.954)] [KD 2.291 (2.357)] +2024-10-19 11:50:05,801 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 39893] [top5_cnt 47530] [top_all 50000] +2024-10-19 11:50:05,802 - net: 79.786 (95.060) +2024-10-19 11:50:27,486 - Test (net_E): 100.00% [50/50] [batch_t 0.137 (0.428)] [top1_cnt 41154] [top5_cnt 48031] [top_all 50000] +2024-10-19 11:50:27,486 - net_E: 82.308 (96.062) +2024-10-19 11:50:27,614 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.308 (epoch: 680)] +2024-10-19 11:50:27,614 - ==> Total time: 4 days, 12:08:36 Eta: 2 days, 2:53:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 11:50:42,418 - Train: 68.00% [850700/1251000] [680.0/1000.0] [batch_t 0.360 (0.525)] [data_t 0.015] [optim_t 0.345] [lr 0.000719] [CE 3.850 (4.003)] [KD 2.467 (2.360)] +2024-10-19 11:51:02,933 - Train: 68.01% [850750/1251000] [680.1/1000.0] [batch_t 0.382 (0.410)] [data_t 0.015] [optim_t 0.367] [lr 0.000719] [CE 3.936 (3.981)] [KD 2.322 (2.340)] +2024-10-19 11:51:23,952 - Train: 68.01% [850800/1251000] [680.1/1000.0] [batch_t 0.359 (0.420)] [data_t 0.015] [optim_t 0.344] [lr 0.000719] [CE 4.049 (3.986)] [KD 2.520 (2.374)] +2024-10-19 11:51:45,454 - Train: 68.01% [850850/1251000] [680.1/1000.0] [batch_t 0.462 (0.430)] [data_t 0.015] [optim_t 0.446] [lr 0.000719] [CE 4.507 (3.934)] [KD 2.438 (2.312)] +2024-10-19 11:52:07,871 - Train: 68.02% [850900/1251000] [680.2/1000.0] [batch_t 0.469 (0.448)] [data_t 0.015] [optim_t 0.454] [lr 0.000719] [CE 3.648 (3.991)] [KD 2.335 (2.360)] +2024-10-19 11:52:28,958 - Train: 68.02% [850950/1251000] [680.2/1000.0] [batch_t 0.443 (0.422)] [data_t 0.015] [optim_t 0.427] [lr 0.000718] [CE 3.806 (3.957)] [KD 2.314 (2.323)] +2024-10-19 11:52:50,555 - Train: 68.03% [851000/1251000] [680.3/1000.0] [batch_t 0.392 (0.432)] [data_t 0.015] [optim_t 0.377] [lr 0.000718] [CE 4.030 (3.982)] [KD 2.383 (2.332)] +2024-10-19 11:53:11,999 - Train: 68.03% [851050/1251000] [680.3/1000.0] [batch_t 0.454 (0.429)] [data_t 0.015] [optim_t 0.438] [lr 0.000718] [CE 4.076 (4.017)] [KD 2.359 (2.364)] +2024-10-19 11:53:33,340 - Train: 68.03% [851100/1251000] [680.3/1000.0] [batch_t 0.496 (0.427)] [data_t 0.015] [optim_t 0.480] [lr 0.000718] [CE 3.863 (4.010)] [KD 2.380 (2.351)] +2024-10-19 11:53:54,957 - Train: 68.04% [851150/1251000] [680.4/1000.0] [batch_t 0.468 (0.432)] [data_t 0.015] [optim_t 0.453] [lr 0.000718] [CE 3.781 (3.954)] [KD 2.357 (2.348)] +2024-10-19 11:54:16,527 - Train: 68.04% [851200/1251000] [680.4/1000.0] [batch_t 0.366 (0.431)] [data_t 0.016] [optim_t 0.350] [lr 0.000718] [CE 3.928 (3.997)] [KD 2.395 (2.350)] +2024-10-19 11:54:38,180 - Train: 68.05% [851250/1251000] [680.5/1000.0] [batch_t 0.423 (0.433)] [data_t 0.015] [optim_t 0.408] [lr 0.000718] [CE 4.435 (4.013)] [KD 2.716 (2.355)] +2024-10-19 11:54:59,444 - Train: 68.05% [851300/1251000] [680.5/1000.0] [batch_t 0.448 (0.425)] [data_t 0.015] [optim_t 0.432] [lr 0.000717] [CE 4.308 (4.012)] [KD 2.463 (2.380)] +2024-10-19 11:55:21,215 - Train: 68.05% [851350/1251000] [680.5/1000.0] [batch_t 0.444 (0.435)] [data_t 0.015] [optim_t 0.429] [lr 0.000717] [CE 3.981 (4.003)] [KD 2.487 (2.380)] +2024-10-19 11:55:42,297 - Train: 68.06% [851400/1251000] [680.6/1000.0] [batch_t 0.476 (0.422)] [data_t 0.015] [optim_t 0.460] [lr 0.000717] [CE 3.953 (4.010)] [KD 2.330 (2.357)] +2024-10-19 11:56:03,648 - Train: 68.06% [851450/1251000] [680.6/1000.0] [batch_t 0.366 (0.427)] [data_t 0.015] [optim_t 0.351] [lr 0.000717] [CE 4.057 (3.976)] [KD 2.361 (2.332)] +2024-10-19 11:56:25,403 - Train: 68.07% [851500/1251000] [680.7/1000.0] [batch_t 0.362 (0.435)] [data_t 0.016] [optim_t 0.346] [lr 0.000717] [CE 4.122 (4.010)] [KD 2.567 (2.354)] +2024-10-19 11:56:45,990 - Train: 68.07% [851550/1251000] [680.7/1000.0] [batch_t 0.385 (0.412)] [data_t 0.015] [optim_t 0.369] [lr 0.000717] [CE 4.293 (3.984)] [KD 2.526 (2.362)] +2024-10-19 11:57:07,193 - Train: 68.07% [851600/1251000] [680.7/1000.0] [batch_t 0.509 (0.424)] [data_t 0.016] [optim_t 0.493] [lr 0.000716] [CE 4.268 (3.965)] [KD 2.495 (2.332)] +2024-10-19 11:57:28,028 - Train: 68.08% [851650/1251000] [680.8/1000.0] [batch_t 0.440 (0.417)] [data_t 0.016] [optim_t 0.424] [lr 0.000716] [CE 3.695 (3.934)] [KD 2.110 (2.322)] +2024-10-19 11:57:49,167 - Train: 68.08% [851700/1251000] [680.8/1000.0] [batch_t 0.496 (0.423)] [data_t 0.016] [optim_t 0.481] [lr 0.000716] [CE 4.053 (3.958)] [KD 2.428 (2.332)] +2024-10-19 11:58:10,431 - Train: 68.09% [851750/1251000] [680.9/1000.0] [batch_t 0.363 (0.425)] [data_t 0.016] [optim_t 0.348] [lr 0.000716] [CE 3.721 (3.924)] [KD 2.299 (2.316)] +2024-10-19 11:58:31,643 - Train: 68.09% [851800/1251000] [680.9/1000.0] [batch_t 0.497 (0.424)] [data_t 0.016] [optim_t 0.481] [lr 0.000716] [CE 3.612 (3.964)] [KD 2.361 (2.347)] +2024-10-19 11:58:52,829 - Train: 68.09% [851850/1251000] [680.9/1000.0] [batch_t 0.463 (0.424)] [data_t 0.016] [optim_t 0.447] [lr 0.000716] [CE 3.571 (4.021)] [KD 2.180 (2.392)] +2024-10-19 11:59:14,449 - Train: 68.10% [851900/1251000] [681.0/1000.0] [batch_t 0.451 (0.432)] [data_t 0.016] [optim_t 0.436] [lr 0.000715] [CE 3.852 (4.054)] [KD 2.337 (2.378)] +2024-10-19 11:59:48,663 - Test (net): 100.00% [50/50] [batch_t 0.144 (0.428)] [top1_cnt 39945] [top5_cnt 47595] [top_all 50000] +2024-10-19 11:59:48,663 - net: 79.890 (95.190) +2024-10-19 12:00:09,388 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.406)] [top1_cnt 41164] [top5_cnt 48037] [top_all 50000] +2024-10-19 12:00:09,388 - net_E: 82.328 (96.074) +2024-10-19 12:00:09,547 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 12:00:09,547 - ==> Total time: 4 days, 12:18:18 Eta: 2 days, 2:43:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 12:00:24,310 - Train: 68.10% [851950/1251000] [681.0/1000.0] [batch_t 0.361 (0.546)] [data_t 0.015] [optim_t 0.345] [lr 0.000715] [CE 3.852 (3.956)] [KD 2.289 (2.322)] +2024-10-19 12:00:44,258 - Train: 68.11% [852000/1251000] [681.1/1000.0] [batch_t 0.394 (0.399)] [data_t 0.015] [optim_t 0.379] [lr 0.000715] [CE 4.138 (3.987)] [KD 2.365 (2.315)] +2024-10-19 12:01:05,508 - Train: 68.11% [852050/1251000] [681.1/1000.0] [batch_t 0.467 (0.425)] [data_t 0.015] [optim_t 0.452] [lr 0.000715] [CE 3.443 (3.952)] [KD 2.074 (2.355)] +2024-10-19 12:01:27,399 - Train: 68.11% [852100/1251000] [681.1/1000.0] [batch_t 0.448 (0.438)] [data_t 0.015] [optim_t 0.432] [lr 0.000715] [CE 4.193 (4.028)] [KD 2.498 (2.390)] +2024-10-19 12:01:48,240 - Train: 68.12% [852150/1251000] [681.2/1000.0] [batch_t 0.399 (0.417)] [data_t 0.016] [optim_t 0.384] [lr 0.000715] [CE 3.925 (3.983)] [KD 2.339 (2.350)] +2024-10-19 12:02:09,738 - Train: 68.12% [852200/1251000] [681.2/1000.0] [batch_t 0.408 (0.430)] [data_t 0.015] [optim_t 0.393] [lr 0.000715] [CE 4.012 (3.961)] [KD 2.423 (2.347)] +2024-10-19 12:02:30,704 - Train: 68.13% [852250/1251000] [681.3/1000.0] [batch_t 0.362 (0.419)] [data_t 0.015] [optim_t 0.346] [lr 0.000714] [CE 3.993 (3.971)] [KD 2.349 (2.314)] +2024-10-19 12:02:52,299 - Train: 68.13% [852300/1251000] [681.3/1000.0] [batch_t 0.439 (0.432)] [data_t 0.015] [optim_t 0.423] [lr 0.000714] [CE 3.967 (3.974)] [KD 2.288 (2.320)] +2024-10-19 12:03:14,016 - Train: 68.13% [852350/1251000] [681.3/1000.0] [batch_t 0.406 (0.434)] [data_t 0.015] [optim_t 0.391] [lr 0.000714] [CE 3.815 (3.933)] [KD 2.293 (2.337)] +2024-10-19 12:03:35,333 - Train: 68.14% [852400/1251000] [681.4/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.000714] [CE 3.914 (3.964)] [KD 2.318 (2.377)] +2024-10-19 12:03:56,735 - Train: 68.14% [852450/1251000] [681.4/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.000714] [CE 3.273 (4.001)] [KD 2.161 (2.369)] +2024-10-19 12:04:18,019 - Train: 68.15% [852500/1251000] [681.5/1000.0] [batch_t 0.423 (0.426)] [data_t 0.015] [optim_t 0.408] [lr 0.000714] [CE 3.556 (4.038)] [KD 2.207 (2.381)] +2024-10-19 12:04:38,688 - Train: 68.15% [852550/1251000] [681.5/1000.0] [batch_t 0.481 (0.413)] [data_t 0.015] [optim_t 0.466] [lr 0.000713] [CE 3.829 (4.016)] [KD 2.263 (2.362)] +2024-10-19 12:05:01,145 - Train: 68.15% [852600/1251000] [681.5/1000.0] [batch_t 0.360 (0.449)] [data_t 0.015] [optim_t 0.345] [lr 0.000713] [CE 4.421 (3.967)] [KD 2.665 (2.316)] +2024-10-19 12:05:22,772 - Train: 68.16% [852650/1251000] [681.6/1000.0] [batch_t 0.551 (0.432)] [data_t 0.015] [optim_t 0.535] [lr 0.000713] [CE 4.372 (4.017)] [KD 2.536 (2.347)] +2024-10-19 12:05:43,239 - Train: 68.16% [852700/1251000] [681.6/1000.0] [batch_t 0.402 (0.409)] [data_t 0.015] [optim_t 0.387] [lr 0.000713] [CE 3.962 (4.005)] [KD 2.367 (2.351)] +2024-10-19 12:06:04,916 - Train: 68.17% [852750/1251000] [681.7/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.345] [lr 0.000713] [CE 4.224 (3.925)] [KD 2.316 (2.301)] +2024-10-19 12:06:26,406 - Train: 68.17% [852800/1251000] [681.7/1000.0] [batch_t 0.404 (0.430)] [data_t 0.015] [optim_t 0.389] [lr 0.000713] [CE 3.519 (4.002)] [KD 2.164 (2.353)] +2024-10-19 12:06:47,547 - Train: 68.17% [852850/1251000] [681.7/1000.0] [batch_t 0.370 (0.423)] [data_t 0.016] [optim_t 0.354] [lr 0.000712] [CE 3.612 (3.936)] [KD 2.233 (2.340)] +2024-10-19 12:07:08,384 - Train: 68.18% [852900/1251000] [681.8/1000.0] [batch_t 0.370 (0.417)] [data_t 0.016] [optim_t 0.354] [lr 0.000712] [CE 4.192 (3.974)] [KD 2.396 (2.359)] +2024-10-19 12:07:29,445 - Train: 68.18% [852950/1251000] [681.8/1000.0] [batch_t 0.394 (0.421)] [data_t 0.016] [optim_t 0.378] [lr 0.000712] [CE 4.306 (4.061)] [KD 2.534 (2.393)] +2024-10-19 12:07:50,793 - Train: 68.19% [853000/1251000] [681.9/1000.0] [batch_t 0.502 (0.427)] [data_t 0.016] [optim_t 0.487] [lr 0.000712] [CE 3.774 (4.062)] [KD 2.288 (2.430)] +2024-10-19 12:08:12,554 - Train: 68.19% [853050/1251000] [681.9/1000.0] [batch_t 0.446 (0.435)] [data_t 0.015] [optim_t 0.430] [lr 0.000712] [CE 4.449 (3.973)] [KD 2.619 (2.348)] +2024-10-19 12:08:33,776 - Train: 68.19% [853100/1251000] [681.9/1000.0] [batch_t 0.427 (0.424)] [data_t 0.016] [optim_t 0.411] [lr 0.000712] [CE 3.876 (4.036)] [KD 2.195 (2.354)] +2024-10-19 12:08:55,579 - Train: 68.20% [853150/1251000] [682.0/1000.0] [batch_t 0.525 (0.436)] [data_t 0.016] [optim_t 0.510] [lr 0.000712] [CE 4.116 (3.992)] [KD 2.536 (2.347)] +2024-10-19 12:09:30,248 - Test (net): 100.00% [50/50] [batch_t 0.133 (0.429)] [top1_cnt 39943] [top5_cnt 47573] [top_all 50000] +2024-10-19 12:09:30,248 - net: 79.886 (95.146) +2024-10-19 12:09:51,523 - Test (net_E): 100.00% [50/50] [batch_t 0.133 (0.417)] [top1_cnt 41134] [top5_cnt 48040] [top_all 50000] +2024-10-19 12:09:51,523 - net_E: 82.268 (96.080) +2024-10-19 12:09:51,741 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 12:09:51,742 - ==> Total time: 4 days, 12:28:00 Eta: 2 days, 2:34:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 12:10:04,532 - Train: 68.20% [853200/1251000] [682.0/1000.0] [batch_t 0.362 (0.626)] [data_t 0.016] [optim_t 0.347] [lr 0.000711] [CE 3.702 (3.931)] [KD 2.189 (2.336)] +2024-10-19 12:10:25,645 - Train: 68.21% [853250/1251000] [682.1/1000.0] [batch_t 0.390 (0.422)] [data_t 0.048] [optim_t 0.342] [lr 0.000711] [CE 3.076 (4.001)] [KD 1.875 (2.328)] +2024-10-19 12:10:47,515 - Train: 68.21% [853300/1251000] [682.1/1000.0] [batch_t 0.364 (0.437)] [data_t 0.015] [optim_t 0.349] [lr 0.000711] [CE 4.226 (3.957)] [KD 2.430 (2.337)] +2024-10-19 12:11:09,174 - Train: 68.21% [853350/1251000] [682.1/1000.0] [batch_t 0.496 (0.433)] [data_t 0.151] [optim_t 0.344] [lr 0.000711] [CE 3.716 (3.941)] [KD 2.114 (2.266)] +2024-10-19 12:11:30,849 - Train: 68.22% [853400/1251000] [682.2/1000.0] [batch_t 0.444 (0.433)] [data_t 0.099] [optim_t 0.345] [lr 0.000711] [CE 3.929 (3.929)] [KD 2.348 (2.307)] +2024-10-19 12:11:52,059 - Train: 68.22% [853450/1251000] [682.2/1000.0] [batch_t 0.456 (0.424)] [data_t 0.114] [optim_t 0.342] [lr 0.000711] [CE 3.797 (4.002)] [KD 2.405 (2.350)] +2024-10-19 12:12:13,280 - Train: 68.23% [853500/1251000] [682.3/1000.0] [batch_t 0.407 (0.424)] [data_t 0.064] [optim_t 0.343] [lr 0.000710] [CE 3.986 (4.067)] [KD 2.503 (2.395)] +2024-10-19 12:12:34,570 - Train: 68.23% [853550/1251000] [682.3/1000.0] [batch_t 0.412 (0.426)] [data_t 0.068] [optim_t 0.344] [lr 0.000710] [CE 3.500 (3.962)] [KD 2.202 (2.337)] +2024-10-19 12:12:56,071 - Train: 68.23% [853600/1251000] [682.3/1000.0] [batch_t 0.465 (0.430)] [data_t 0.122] [optim_t 0.342] [lr 0.000710] [CE 3.738 (3.988)] [KD 2.303 (2.343)] +2024-10-19 12:13:17,207 - Train: 68.24% [853650/1251000] [682.4/1000.0] [batch_t 0.419 (0.423)] [data_t 0.077] [optim_t 0.342] [lr 0.000710] [CE 4.227 (4.017)] [KD 2.412 (2.370)] +2024-10-19 12:13:38,526 - Train: 68.24% [853700/1251000] [682.4/1000.0] [batch_t 0.406 (0.426)] [data_t 0.060] [optim_t 0.345] [lr 0.000710] [CE 3.694 (3.985)] [KD 2.144 (2.318)] +2024-10-19 12:14:00,301 - Train: 68.25% [853750/1251000] [682.5/1000.0] [batch_t 0.413 (0.435)] [data_t 0.070] [optim_t 0.344] [lr 0.000710] [CE 3.768 (3.965)] [KD 2.225 (2.332)] +2024-10-19 12:14:22,107 - Train: 68.25% [853800/1251000] [682.5/1000.0] [batch_t 0.426 (0.436)] [data_t 0.083] [optim_t 0.343] [lr 0.000710] [CE 3.999 (4.032)] [KD 2.282 (2.378)] +2024-10-19 12:14:43,485 - Train: 68.25% [853850/1251000] [682.5/1000.0] [batch_t 0.428 (0.427)] [data_t 0.086] [optim_t 0.342] [lr 0.000709] [CE 3.896 (4.023)] [KD 2.227 (2.351)] +2024-10-19 12:15:04,290 - Train: 68.26% [853900/1251000] [682.6/1000.0] [batch_t 0.393 (0.416)] [data_t 0.047] [optim_t 0.346] [lr 0.000709] [CE 4.192 (3.967)] [KD 2.354 (2.340)] +2024-10-19 12:15:25,634 - Train: 68.26% [853950/1251000] [682.6/1000.0] [batch_t 0.434 (0.427)] [data_t 0.092] [optim_t 0.342] [lr 0.000709] [CE 3.932 (3.998)] [KD 2.385 (2.345)] +2024-10-19 12:15:47,746 - Train: 68.27% [854000/1251000] [682.7/1000.0] [batch_t 0.396 (0.442)] [data_t 0.054] [optim_t 0.343] [lr 0.000709] [CE 3.629 (3.946)] [KD 2.251 (2.291)] +2024-10-19 12:16:09,090 - Train: 68.27% [854050/1251000] [682.7/1000.0] [batch_t 0.413 (0.427)] [data_t 0.072] [optim_t 0.341] [lr 0.000709] [CE 4.281 (3.985)] [KD 2.482 (2.362)] +2024-10-19 12:16:30,784 - Train: 68.27% [854100/1251000] [682.7/1000.0] [batch_t 0.440 (0.434)] [data_t 0.100] [optim_t 0.340] [lr 0.000709] [CE 4.342 (3.960)] [KD 2.688 (2.350)] +2024-10-19 12:16:52,274 - Train: 68.28% [854150/1251000] [682.8/1000.0] [batch_t 0.444 (0.430)] [data_t 0.099] [optim_t 0.345] [lr 0.000708] [CE 3.892 (3.988)] [KD 2.312 (2.364)] +2024-10-19 12:17:12,855 - Train: 68.28% [854200/1251000] [682.8/1000.0] [batch_t 0.390 (0.412)] [data_t 0.048] [optim_t 0.341] [lr 0.000708] [CE 3.923 (3.978)] [KD 2.252 (2.313)] +2024-10-19 12:17:34,684 - Train: 68.29% [854250/1251000] [682.9/1000.0] [batch_t 0.430 (0.436)] [data_t 0.015] [optim_t 0.415] [lr 0.000708] [CE 4.713 (3.980)] [KD 2.730 (2.331)] +2024-10-19 12:17:55,617 - Train: 68.29% [854300/1251000] [682.9/1000.0] [batch_t 0.364 (0.419)] [data_t 0.015] [optim_t 0.349] [lr 0.000708] [CE 4.170 (4.041)] [KD 2.510 (2.390)] +2024-10-19 12:18:16,409 - Train: 68.29% [854350/1251000] [682.9/1000.0] [batch_t 0.451 (0.416)] [data_t 0.015] [optim_t 0.436] [lr 0.000708] [CE 3.923 (3.993)] [KD 2.341 (2.373)] +2024-10-19 12:18:37,426 - Train: 68.30% [854400/1251000] [683.0/1000.0] [batch_t 0.448 (0.420)] [data_t 0.015] [optim_t 0.432] [lr 0.000708] [CE 3.611 (3.968)] [KD 2.345 (2.361)] +2024-10-19 12:19:11,413 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 40026] [top5_cnt 47644] [top_all 50000] +2024-10-19 12:19:11,413 - net: 80.052 (95.288) +2024-10-19 12:19:33,518 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 41143] [top5_cnt 48038] [top_all 50000] +2024-10-19 12:19:33,519 - net_E: 82.286 (96.076) +2024-10-19 12:19:33,738 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 12:19:33,738 - ==> Total time: 4 days, 12:37:42 Eta: 2 days, 2:25:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 12:19:46,468 - Train: 68.30% [854450/1251000] [683.0/1000.0] [batch_t 0.362 (0.658)] [data_t 0.016] [optim_t 0.347] [lr 0.000707] [CE 3.342 (3.959)] [KD 2.000 (2.338)] +2024-10-19 12:20:07,735 - Train: 68.31% [854500/1251000] [683.1/1000.0] [batch_t 0.435 (0.425)] [data_t 0.015] [optim_t 0.419] [lr 0.000707] [CE 3.962 (3.998)] [KD 2.195 (2.343)] +2024-10-19 12:20:29,913 - Train: 68.31% [854550/1251000] [683.1/1000.0] [batch_t 0.457 (0.443)] [data_t 0.015] [optim_t 0.441] [lr 0.000707] [CE 3.601 (3.980)] [KD 2.067 (2.333)] +2024-10-19 12:20:51,778 - Train: 68.31% [854600/1251000] [683.1/1000.0] [batch_t 0.389 (0.437)] [data_t 0.015] [optim_t 0.374] [lr 0.000707] [CE 4.004 (3.945)] [KD 2.399 (2.310)] +2024-10-19 12:21:13,297 - Train: 68.32% [854650/1251000] [683.2/1000.0] [batch_t 0.417 (0.430)] [data_t 0.015] [optim_t 0.401] [lr 0.000707] [CE 3.768 (3.958)] [KD 2.235 (2.332)] +2024-10-19 12:21:34,629 - Train: 68.32% [854700/1251000] [683.2/1000.0] [batch_t 0.360 (0.427)] [data_t 0.015] [optim_t 0.344] [lr 0.000707] [CE 3.939 (4.053)] [KD 2.199 (2.392)] +2024-10-19 12:21:56,250 - Train: 68.33% [854750/1251000] [683.3/1000.0] [batch_t 0.409 (0.432)] [data_t 0.015] [optim_t 0.393] [lr 0.000707] [CE 3.734 (3.897)] [KD 2.276 (2.317)] +2024-10-19 12:22:17,990 - Train: 68.33% [854800/1251000] [683.3/1000.0] [batch_t 0.426 (0.435)] [data_t 0.082] [optim_t 0.344] [lr 0.000706] [CE 3.695 (3.937)] [KD 2.210 (2.337)] +2024-10-19 12:22:40,094 - Train: 68.33% [854850/1251000] [683.3/1000.0] [batch_t 0.360 (0.442)] [data_t 0.016] [optim_t 0.344] [lr 0.000706] [CE 4.150 (4.048)] [KD 2.433 (2.387)] +2024-10-19 12:23:01,014 - Train: 68.34% [854900/1251000] [683.4/1000.0] [batch_t 0.378 (0.418)] [data_t 0.037] [optim_t 0.341] [lr 0.000706] [CE 4.049 (4.030)] [KD 2.363 (2.366)] +2024-10-19 12:23:22,892 - Train: 68.34% [854950/1251000] [683.4/1000.0] [batch_t 0.434 (0.437)] [data_t 0.015] [optim_t 0.418] [lr 0.000706] [CE 4.130 (3.944)] [KD 2.552 (2.326)] +2024-10-19 12:23:44,554 - Train: 68.35% [855000/1251000] [683.5/1000.0] [batch_t 0.450 (0.433)] [data_t 0.015] [optim_t 0.434] [lr 0.000706] [CE 4.140 (3.993)] [KD 2.344 (2.346)] +2024-10-19 12:24:05,909 - Train: 68.35% [855050/1251000] [683.5/1000.0] [batch_t 0.428 (0.427)] [data_t 0.016] [optim_t 0.413] [lr 0.000706] [CE 3.477 (3.968)] [KD 2.093 (2.338)] +2024-10-19 12:24:27,414 - Train: 68.35% [855100/1251000] [683.5/1000.0] [batch_t 0.361 (0.430)] [data_t 0.016] [optim_t 0.345] [lr 0.000705] [CE 4.299 (3.872)] [KD 2.557 (2.262)] +2024-10-19 12:24:49,112 - Train: 68.36% [855150/1251000] [683.6/1000.0] [batch_t 0.363 (0.434)] [data_t 0.016] [optim_t 0.347] [lr 0.000705] [CE 3.939 (3.901)] [KD 2.372 (2.306)] +2024-10-19 12:25:10,066 - Train: 68.36% [855200/1251000] [683.6/1000.0] [batch_t 0.403 (0.419)] [data_t 0.015] [optim_t 0.388] [lr 0.000705] [CE 4.194 (3.970)] [KD 2.398 (2.353)] +2024-10-19 12:25:30,464 - Train: 68.37% [855250/1251000] [683.7/1000.0] [batch_t 0.379 (0.408)] [data_t 0.016] [optim_t 0.363] [lr 0.000705] [CE 3.475 (3.983)] [KD 2.131 (2.342)] +2024-10-19 12:25:52,198 - Train: 68.37% [855300/1251000] [683.7/1000.0] [batch_t 0.678 (0.435)] [data_t 0.016] [optim_t 0.662] [lr 0.000705] [CE 4.230 (3.937)] [KD 2.551 (2.346)] +2024-10-19 12:26:13,403 - Train: 68.37% [855350/1251000] [683.7/1000.0] [batch_t 0.418 (0.424)] [data_t 0.016] [optim_t 0.403] [lr 0.000705] [CE 3.735 (3.985)] [KD 2.242 (2.324)] +2024-10-19 12:26:34,741 - Train: 68.38% [855400/1251000] [683.8/1000.0] [batch_t 0.456 (0.427)] [data_t 0.016] [optim_t 0.441] [lr 0.000704] [CE 3.605 (4.013)] [KD 2.120 (2.333)] +2024-10-19 12:26:56,207 - Train: 68.38% [855450/1251000] [683.8/1000.0] [batch_t 0.469 (0.429)] [data_t 0.016] [optim_t 0.453] [lr 0.000704] [CE 3.896 (3.969)] [KD 2.241 (2.310)] +2024-10-19 12:27:17,905 - Train: 68.39% [855500/1251000] [683.9/1000.0] [batch_t 0.491 (0.434)] [data_t 0.016] [optim_t 0.475] [lr 0.000704] [CE 4.139 (4.011)] [KD 2.292 (2.337)] +2024-10-19 12:27:39,387 - Train: 68.39% [855550/1251000] [683.9/1000.0] [batch_t 0.385 (0.430)] [data_t 0.015] [optim_t 0.369] [lr 0.000704] [CE 4.124 (3.905)] [KD 2.425 (2.299)] +2024-10-19 12:28:01,154 - Train: 68.39% [855600/1251000] [683.9/1000.0] [batch_t 0.432 (0.435)] [data_t 0.016] [optim_t 0.417] [lr 0.000704] [CE 3.825 (3.969)] [KD 2.223 (2.338)] +2024-10-19 12:28:22,892 - Train: 68.40% [855650/1251000] [684.0/1000.0] [batch_t 0.463 (0.435)] [data_t 0.015] [optim_t 0.448] [lr 0.000704] [CE 4.018 (3.919)] [KD 2.383 (2.300)] +2024-10-19 12:28:58,773 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 39919] [top5_cnt 47531] [top_all 50000] +2024-10-19 12:28:58,774 - net: 79.838 (95.062) +2024-10-19 12:29:20,612 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 41140] [top5_cnt 48064] [top_all 50000] +2024-10-19 12:29:20,613 - net_E: 82.280 (96.128) +2024-10-19 12:29:20,770 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 12:29:20,771 - ==> Total time: 4 days, 12:47:29 Eta: 2 days, 2:15:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 12:29:33,789 - Train: 68.40% [855700/1251000] [684.0/1000.0] [batch_t 0.361 (0.698)] [data_t 0.016] [optim_t 0.345] [lr 0.000704] [CE 3.825 (3.912)] [KD 2.285 (2.323)] +2024-10-19 12:29:52,946 - Train: 68.41% [855750/1251000] [684.1/1000.0] [batch_t 0.439 (0.383)] [data_t 0.088] [optim_t 0.351] [lr 0.000703] [CE 3.303 (3.897)] [KD 2.039 (2.275)] +2024-10-19 12:30:14,888 - Train: 68.41% [855800/1251000] [684.1/1000.0] [batch_t 0.426 (0.439)] [data_t 0.079] [optim_t 0.347] [lr 0.000703] [CE 3.859 (4.004)] [KD 2.280 (2.361)] +2024-10-19 12:30:36,654 - Train: 68.41% [855850/1251000] [684.1/1000.0] [batch_t 0.396 (0.435)] [data_t 0.051] [optim_t 0.344] [lr 0.000703] [CE 4.209 (3.999)] [KD 2.439 (2.369)] +2024-10-19 12:30:57,790 - Train: 68.42% [855900/1251000] [684.2/1000.0] [batch_t 0.439 (0.423)] [data_t 0.094] [optim_t 0.345] [lr 0.000703] [CE 4.435 (4.003)] [KD 2.630 (2.351)] +2024-10-19 12:31:19,262 - Train: 68.42% [855950/1251000] [684.2/1000.0] [batch_t 0.405 (0.429)] [data_t 0.059] [optim_t 0.346] [lr 0.000703] [CE 4.351 (3.972)] [KD 2.580 (2.303)] +2024-10-19 12:31:40,788 - Train: 68.43% [856000/1251000] [684.3/1000.0] [batch_t 0.476 (0.430)] [data_t 0.131] [optim_t 0.344] [lr 0.000703] [CE 4.624 (3.937)] [KD 2.726 (2.324)] +2024-10-19 12:32:02,017 - Train: 68.43% [856050/1251000] [684.3/1000.0] [batch_t 0.363 (0.424)] [data_t 0.016] [optim_t 0.347] [lr 0.000702] [CE 3.733 (3.912)] [KD 2.005 (2.292)] +2024-10-19 12:32:23,284 - Train: 68.43% [856100/1251000] [684.3/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.000702] [CE 4.531 (4.014)] [KD 2.445 (2.358)] +2024-10-19 12:32:45,014 - Train: 68.44% [856150/1251000] [684.4/1000.0] [batch_t 0.592 (0.434)] [data_t 0.246] [optim_t 0.345] [lr 0.000702] [CE 3.594 (3.993)] [KD 2.284 (2.327)] +2024-10-19 12:33:05,869 - Train: 68.44% [856200/1251000] [684.4/1000.0] [batch_t 0.446 (0.417)] [data_t 0.095] [optim_t 0.351] [lr 0.000702] [CE 4.039 (3.908)] [KD 2.299 (2.300)] +2024-10-19 12:33:27,396 - Train: 68.45% [856250/1251000] [684.5/1000.0] [batch_t 0.432 (0.430)] [data_t 0.091] [optim_t 0.342] [lr 0.000702] [CE 3.962 (4.022)] [KD 2.402 (2.354)] +2024-10-19 12:33:49,057 - Train: 68.45% [856300/1251000] [684.5/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.347] [lr 0.000702] [CE 4.037 (3.982)] [KD 2.318 (2.347)] +2024-10-19 12:34:10,719 - Train: 68.45% [856350/1251000] [684.5/1000.0] [batch_t 0.900 (0.433)] [data_t 0.555] [optim_t 0.345] [lr 0.000702] [CE 4.130 (3.935)] [KD 2.433 (2.299)] +2024-10-19 12:34:32,839 - Train: 68.46% [856400/1251000] [684.6/1000.0] [batch_t 0.364 (0.442)] [data_t 0.015] [optim_t 0.348] [lr 0.000701] [CE 4.131 (4.057)] [KD 2.231 (2.338)] +2024-10-19 12:34:55,157 - Train: 68.46% [856450/1251000] [684.6/1000.0] [batch_t 0.512 (0.446)] [data_t 0.016] [optim_t 0.496] [lr 0.000701] [CE 3.948 (4.036)] [KD 2.180 (2.374)] +2024-10-19 12:35:17,392 - Train: 68.47% [856500/1251000] [684.7/1000.0] [batch_t 0.486 (0.445)] [data_t 0.015] [optim_t 0.471] [lr 0.000701] [CE 3.737 (3.923)] [KD 2.213 (2.299)] +2024-10-19 12:35:39,589 - Train: 68.47% [856550/1251000] [684.7/1000.0] [batch_t 0.362 (0.444)] [data_t 0.015] [optim_t 0.347] [lr 0.000701] [CE 4.215 (3.982)] [KD 2.418 (2.346)] +2024-10-19 12:36:01,066 - Train: 68.47% [856600/1251000] [684.7/1000.0] [batch_t 0.385 (0.429)] [data_t 0.015] [optim_t 0.369] [lr 0.000701] [CE 3.890 (3.922)] [KD 2.283 (2.339)] +2024-10-19 12:36:23,584 - Train: 68.48% [856650/1251000] [684.8/1000.0] [batch_t 0.882 (0.450)] [data_t 0.016] [optim_t 0.867] [lr 0.000701] [CE 4.321 (3.981)] [KD 2.569 (2.342)] +2024-10-19 12:36:45,265 - Train: 68.48% [856700/1251000] [684.8/1000.0] [batch_t 0.530 (0.434)] [data_t 0.015] [optim_t 0.515] [lr 0.000700] [CE 3.812 (4.001)] [KD 2.310 (2.353)] +2024-10-19 12:37:06,750 - Train: 68.49% [856750/1251000] [684.9/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.344] [lr 0.000700] [CE 3.214 (3.904)] [KD 1.870 (2.294)] +2024-10-19 12:37:28,847 - Train: 68.49% [856800/1251000] [684.9/1000.0] [batch_t 0.361 (0.442)] [data_t 0.016] [optim_t 0.346] [lr 0.000700] [CE 4.105 (3.943)] [KD 2.365 (2.278)] +2024-10-19 12:37:50,540 - Train: 68.49% [856850/1251000] [684.9/1000.0] [batch_t 0.501 (0.434)] [data_t 0.015] [optim_t 0.486] [lr 0.000700] [CE 3.922 (4.012)] [KD 2.411 (2.331)] +2024-10-19 12:38:12,858 - Train: 68.50% [856900/1251000] [685.0/1000.0] [batch_t 0.522 (0.446)] [data_t 0.015] [optim_t 0.507] [lr 0.000700] [CE 3.810 (4.025)] [KD 2.353 (2.327)] +2024-10-19 12:38:48,240 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 39978] [top5_cnt 47570] [top_all 50000] +2024-10-19 12:38:48,240 - net: 79.956 (95.140) +2024-10-19 12:39:09,376 - Test (net_E): 100.00% [50/50] [batch_t 0.151 (0.415)] [top1_cnt 41097] [top5_cnt 48064] [top_all 50000] +2024-10-19 12:39:09,376 - net_E: 82.194 (96.128) +2024-10-19 12:39:09,556 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 12:39:09,557 - ==> Total time: 4 days, 12:57:18 Eta: 2 days, 2:06:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 12:39:21,694 - Train: 68.50% [856950/1251000] [685.0/1000.0] [batch_t 0.363 (0.716)] [data_t 0.015] [optim_t 0.347] [lr 0.000700] [CE 3.922 (3.931)] [KD 2.401 (2.319)] +2024-10-19 12:39:41,792 - Train: 68.51% [857000/1251000] [685.1/1000.0] [batch_t 0.543 (0.402)] [data_t 0.016] [optim_t 0.527] [lr 0.000700] [CE 4.134 (4.023)] [KD 2.390 (2.374)] +2024-10-19 12:40:03,497 - Train: 68.51% [857050/1251000] [685.1/1000.0] [batch_t 0.433 (0.434)] [data_t 0.016] [optim_t 0.417] [lr 0.000699] [CE 3.885 (3.977)] [KD 2.268 (2.335)] +2024-10-19 12:40:25,359 - Train: 68.51% [857100/1251000] [685.1/1000.0] [batch_t 0.478 (0.437)] [data_t 0.015] [optim_t 0.463] [lr 0.000699] [CE 3.232 (3.979)] [KD 1.884 (2.350)] +2024-10-19 12:40:47,218 - Train: 68.52% [857150/1251000] [685.2/1000.0] [batch_t 0.423 (0.437)] [data_t 0.015] [optim_t 0.407] [lr 0.000699] [CE 4.655 (4.051)] [KD 2.550 (2.386)] +2024-10-19 12:41:08,966 - Train: 68.52% [857200/1251000] [685.2/1000.0] [batch_t 0.508 (0.435)] [data_t 0.015] [optim_t 0.493] [lr 0.000699] [CE 3.969 (3.968)] [KD 2.254 (2.331)] +2024-10-19 12:41:30,028 - Train: 68.53% [857250/1251000] [685.3/1000.0] [batch_t 0.388 (0.421)] [data_t 0.015] [optim_t 0.373] [lr 0.000699] [CE 3.588 (4.008)] [KD 2.016 (2.345)] +2024-10-19 12:41:50,892 - Train: 68.53% [857300/1251000] [685.3/1000.0] [batch_t 0.447 (0.417)] [data_t 0.015] [optim_t 0.432] [lr 0.000699] [CE 3.473 (3.975)] [KD 2.130 (2.333)] +2024-10-19 12:42:11,599 - Train: 68.53% [857350/1251000] [685.3/1000.0] [batch_t 0.395 (0.414)] [data_t 0.016] [optim_t 0.379] [lr 0.000698] [CE 3.751 (4.026)] [KD 2.116 (2.361)] +2024-10-19 12:42:32,637 - Train: 68.54% [857400/1251000] [685.4/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.000698] [CE 3.928 (3.986)] [KD 2.219 (2.328)] +2024-10-19 12:42:53,915 - Train: 68.54% [857450/1251000] [685.4/1000.0] [batch_t 0.422 (0.425)] [data_t 0.016] [optim_t 0.407] [lr 0.000698] [CE 3.929 (3.993)] [KD 2.362 (2.358)] +2024-10-19 12:43:15,061 - Train: 68.55% [857500/1251000] [685.5/1000.0] [batch_t 0.440 (0.423)] [data_t 0.016] [optim_t 0.425] [lr 0.000698] [CE 3.990 (3.952)] [KD 2.305 (2.337)] +2024-10-19 12:43:36,083 - Train: 68.55% [857550/1251000] [685.5/1000.0] [batch_t 0.386 (0.420)] [data_t 0.015] [optim_t 0.370] [lr 0.000698] [CE 4.256 (3.986)] [KD 2.386 (2.359)] +2024-10-19 12:43:56,995 - Train: 68.55% [857600/1251000] [685.5/1000.0] [batch_t 0.432 (0.418)] [data_t 0.015] [optim_t 0.417] [lr 0.000698] [CE 3.978 (3.954)] [KD 2.336 (2.316)] +2024-10-19 12:44:18,125 - Train: 68.56% [857650/1251000] [685.6/1000.0] [batch_t 0.398 (0.422)] [data_t 0.015] [optim_t 0.383] [lr 0.000697] [CE 3.993 (3.997)] [KD 2.371 (2.334)] +2024-10-19 12:44:39,040 - Train: 68.56% [857700/1251000] [685.6/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.346] [lr 0.000697] [CE 4.144 (4.010)] [KD 2.217 (2.371)] +2024-10-19 12:45:00,707 - Train: 68.57% [857750/1251000] [685.7/1000.0] [batch_t 0.392 (0.433)] [data_t 0.015] [optim_t 0.377] [lr 0.000697] [CE 3.874 (4.018)] [KD 2.233 (2.364)] +2024-10-19 12:45:21,980 - Train: 68.57% [857800/1251000] [685.7/1000.0] [batch_t 0.385 (0.425)] [data_t 0.015] [optim_t 0.370] [lr 0.000697] [CE 4.595 (3.987)] [KD 2.421 (2.342)] +2024-10-19 12:45:43,286 - Train: 68.57% [857850/1251000] [685.7/1000.0] [batch_t 0.417 (0.426)] [data_t 0.016] [optim_t 0.402] [lr 0.000697] [CE 3.691 (3.946)] [KD 2.109 (2.312)] +2024-10-19 12:46:04,788 - Train: 68.58% [857900/1251000] [685.8/1000.0] [batch_t 0.378 (0.430)] [data_t 0.035] [optim_t 0.343] [lr 0.000697] [CE 3.637 (3.932)] [KD 2.146 (2.306)] +2024-10-19 12:46:26,478 - Train: 68.58% [857950/1251000] [685.8/1000.0] [batch_t 0.467 (0.434)] [data_t 0.124] [optim_t 0.343] [lr 0.000697] [CE 4.156 (3.947)] [KD 2.363 (2.302)] +2024-10-19 12:46:48,387 - Train: 68.59% [858000/1251000] [685.9/1000.0] [batch_t 0.407 (0.438)] [data_t 0.062] [optim_t 0.345] [lr 0.000696] [CE 3.822 (4.022)] [KD 2.204 (2.347)] +2024-10-19 12:47:10,521 - Train: 68.59% [858050/1251000] [685.9/1000.0] [batch_t 0.362 (0.443)] [data_t 0.018] [optim_t 0.344] [lr 0.000696] [CE 4.058 (3.994)] [KD 2.321 (2.353)] +2024-10-19 12:47:32,633 - Train: 68.59% [858100/1251000] [685.9/1000.0] [batch_t 0.523 (0.442)] [data_t 0.180] [optim_t 0.342] [lr 0.000696] [CE 3.527 (3.960)] [KD 2.205 (2.350)] +2024-10-19 12:47:54,724 - Train: 68.60% [858150/1251000] [686.0/1000.0] [batch_t 0.424 (0.442)] [data_t 0.077] [optim_t 0.347] [lr 0.000696] [CE 3.932 (3.950)] [KD 2.221 (2.323)] +2024-10-19 12:48:31,129 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 39924] [top5_cnt 47523] [top_all 50000] +2024-10-19 12:48:31,130 - net: 79.848 (95.046) +2024-10-19 12:48:52,266 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 41081] [top5_cnt 48078] [top_all 50000] +2024-10-19 12:48:52,267 - net_E: 82.162 (96.156) +2024-10-19 12:48:52,431 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 12:48:52,432 - ==> Total time: 4 days, 13:07:01 Eta: 2 days, 1:56:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 12:49:03,915 - Train: 68.60% [858200/1251000] [686.0/1000.0] [batch_t 0.367 (0.722)] [data_t 0.016] [optim_t 0.351] [lr 0.000696] [CE 4.025 (3.984)] [KD 2.474 (2.361)] +2024-10-19 12:49:24,675 - Train: 68.61% [858250/1251000] [686.1/1000.0] [batch_t 0.362 (0.415)] [data_t 0.015] [optim_t 0.346] [lr 0.000696] [CE 4.256 (4.020)] [KD 2.574 (2.354)] +2024-10-19 12:49:46,666 - Train: 68.61% [858300/1251000] [686.1/1000.0] [batch_t 0.364 (0.440)] [data_t 0.015] [optim_t 0.349] [lr 0.000695] [CE 3.480 (3.956)] [KD 2.140 (2.319)] +2024-10-19 12:50:07,988 - Train: 68.61% [858350/1251000] [686.1/1000.0] [batch_t 0.434 (0.426)] [data_t 0.015] [optim_t 0.419] [lr 0.000695] [CE 3.786 (3.958)] [KD 2.241 (2.334)] +2024-10-19 12:50:28,638 - Train: 68.62% [858400/1251000] [686.2/1000.0] [batch_t 0.385 (0.413)] [data_t 0.015] [optim_t 0.370] [lr 0.000695] [CE 3.761 (3.951)] [KD 2.296 (2.336)] +2024-10-19 12:50:49,106 - Train: 68.62% [858450/1251000] [686.2/1000.0] [batch_t 0.423 (0.409)] [data_t 0.080] [optim_t 0.343] [lr 0.000695] [CE 4.000 (3.949)] [KD 2.190 (2.311)] +2024-10-19 12:51:10,205 - Train: 68.63% [858500/1251000] [686.3/1000.0] [batch_t 0.429 (0.422)] [data_t 0.084] [optim_t 0.344] [lr 0.000695] [CE 4.085 (3.960)] [KD 2.323 (2.339)] +2024-10-19 12:51:31,278 - Train: 68.63% [858550/1251000] [686.3/1000.0] [batch_t 0.440 (0.421)] [data_t 0.079] [optim_t 0.361] [lr 0.000695] [CE 3.526 (3.941)] [KD 1.998 (2.294)] +2024-10-19 12:51:52,751 - Train: 68.63% [858600/1251000] [686.3/1000.0] [batch_t 0.391 (0.429)] [data_t 0.048] [optim_t 0.343] [lr 0.000695] [CE 3.904 (4.027)] [KD 2.399 (2.377)] +2024-10-19 12:52:14,057 - Train: 68.64% [858650/1251000] [686.4/1000.0] [batch_t 0.453 (0.426)] [data_t 0.015] [optim_t 0.438] [lr 0.000694] [CE 3.643 (3.964)] [KD 2.074 (2.331)] +2024-10-19 12:52:36,206 - Train: 68.64% [858700/1251000] [686.4/1000.0] [batch_t 0.393 (0.443)] [data_t 0.016] [optim_t 0.377] [lr 0.000694] [CE 4.151 (3.972)] [KD 2.451 (2.328)] +2024-10-19 12:52:58,713 - Train: 68.65% [858750/1251000] [686.5/1000.0] [batch_t 0.471 (0.450)] [data_t 0.015] [optim_t 0.456] [lr 0.000694] [CE 3.493 (3.930)] [KD 2.068 (2.344)] +2024-10-19 12:53:21,173 - Train: 68.65% [858800/1251000] [686.5/1000.0] [batch_t 0.458 (0.449)] [data_t 0.016] [optim_t 0.443] [lr 0.000694] [CE 4.045 (4.007)] [KD 2.385 (2.316)] +2024-10-19 12:53:43,636 - Train: 68.65% [858850/1251000] [686.5/1000.0] [batch_t 0.437 (0.449)] [data_t 0.016] [optim_t 0.421] [lr 0.000694] [CE 4.077 (3.986)] [KD 2.378 (2.335)] +2024-10-19 12:54:05,795 - Train: 68.66% [858900/1251000] [686.6/1000.0] [batch_t 0.470 (0.443)] [data_t 0.015] [optim_t 0.454] [lr 0.000694] [CE 3.840 (3.932)] [KD 2.059 (2.286)] +2024-10-19 12:54:28,189 - Train: 68.66% [858950/1251000] [686.6/1000.0] [batch_t 0.407 (0.448)] [data_t 0.015] [optim_t 0.392] [lr 0.000693] [CE 3.861 (3.954)] [KD 2.251 (2.324)] +2024-10-19 12:54:50,309 - Train: 68.67% [859000/1251000] [686.7/1000.0] [batch_t 0.408 (0.442)] [data_t 0.015] [optim_t 0.393] [lr 0.000693] [CE 3.971 (3.951)] [KD 2.171 (2.306)] +2024-10-19 12:55:12,286 - Train: 68.67% [859050/1251000] [686.7/1000.0] [batch_t 0.429 (0.439)] [data_t 0.015] [optim_t 0.413] [lr 0.000693] [CE 4.507 (4.059)] [KD 2.532 (2.349)] +2024-10-19 12:55:34,653 - Train: 68.67% [859100/1251000] [686.7/1000.0] [batch_t 0.460 (0.447)] [data_t 0.015] [optim_t 0.444] [lr 0.000693] [CE 4.203 (4.005)] [KD 2.494 (2.344)] +2024-10-19 12:55:57,053 - Train: 68.68% [859150/1251000] [686.8/1000.0] [batch_t 0.486 (0.448)] [data_t 0.015] [optim_t 0.470] [lr 0.000693] [CE 3.637 (3.990)] [KD 2.136 (2.336)] +2024-10-19 12:56:19,777 - Train: 68.68% [859200/1251000] [686.8/1000.0] [batch_t 0.364 (0.454)] [data_t 0.015] [optim_t 0.348] [lr 0.000693] [CE 3.956 (3.975)] [KD 2.378 (2.337)] +2024-10-19 12:56:41,588 - Train: 68.69% [859250/1251000] [686.9/1000.0] [batch_t 0.457 (0.436)] [data_t 0.016] [optim_t 0.441] [lr 0.000693] [CE 4.174 (4.052)] [KD 2.437 (2.350)] +2024-10-19 12:57:03,891 - Train: 68.69% [859300/1251000] [686.9/1000.0] [batch_t 0.368 (0.446)] [data_t 0.016] [optim_t 0.352] [lr 0.000692] [CE 3.673 (3.853)] [KD 2.199 (2.273)] +2024-10-19 12:57:25,586 - Train: 68.69% [859350/1251000] [686.9/1000.0] [batch_t 0.494 (0.434)] [data_t 0.015] [optim_t 0.479] [lr 0.000692] [CE 4.103 (3.952)] [KD 2.217 (2.312)] +2024-10-19 12:57:47,487 - Train: 68.70% [859400/1251000] [687.0/1000.0] [batch_t 0.387 (0.438)] [data_t 0.015] [optim_t 0.372] [lr 0.000692] [CE 4.248 (4.005)] [KD 2.616 (2.353)] +2024-10-19 12:58:24,501 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 40073] [top5_cnt 47577] [top_all 50000] +2024-10-19 12:58:24,501 - net: 80.146 (95.154) +2024-10-19 12:58:45,934 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 41064] [top5_cnt 48089] [top_all 50000] +2024-10-19 12:58:45,934 - net_E: 82.128 (96.178) +2024-10-19 12:58:46,107 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 12:58:46,108 - ==> Total time: 4 days, 13:16:54 Eta: 2 days, 1:47:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 12:58:57,688 - Train: 68.70% [859450/1251000] [687.0/1000.0] [batch_t 0.368 (0.753)] [data_t 0.016] [optim_t 0.352] [lr 0.000692] [CE 3.909 (3.829)] [KD 2.197 (2.278)] +2024-10-19 12:59:17,771 - Train: 68.71% [859500/1251000] [687.1/1000.0] [batch_t 0.372 (0.401)] [data_t 0.028] [optim_t 0.344] [lr 0.000692] [CE 3.839 (3.958)] [KD 2.236 (2.316)] +2024-10-19 12:59:40,052 - Train: 68.71% [859550/1251000] [687.1/1000.0] [batch_t 0.479 (0.445)] [data_t 0.137] [optim_t 0.342] [lr 0.000692] [CE 4.073 (4.013)] [KD 2.222 (2.340)] +2024-10-19 13:00:01,773 - Train: 68.71% [859600/1251000] [687.1/1000.0] [batch_t 0.471 (0.434)] [data_t 0.128] [optim_t 0.343] [lr 0.000691] [CE 4.245 (3.896)] [KD 2.333 (2.293)] +2024-10-19 13:00:24,125 - Train: 68.72% [859650/1251000] [687.2/1000.0] [batch_t 0.492 (0.447)] [data_t 0.016] [optim_t 0.476] [lr 0.000691] [CE 3.441 (3.958)] [KD 2.105 (2.344)] +2024-10-19 13:00:47,474 - Train: 68.72% [859700/1251000] [687.2/1000.0] [batch_t 0.433 (0.467)] [data_t 0.015] [optim_t 0.418] [lr 0.000691] [CE 3.929 (3.928)] [KD 2.245 (2.300)] +2024-10-19 13:01:09,973 - Train: 68.73% [859750/1251000] [687.3/1000.0] [batch_t 0.462 (0.450)] [data_t 0.015] [optim_t 0.447] [lr 0.000691] [CE 4.063 (3.955)] [KD 2.463 (2.335)] +2024-10-19 13:01:31,052 - Train: 68.73% [859800/1251000] [687.3/1000.0] [batch_t 0.373 (0.421)] [data_t 0.015] [optim_t 0.357] [lr 0.000691] [CE 3.679 (3.974)] [KD 2.105 (2.321)] +2024-10-19 13:01:52,926 - Train: 68.73% [859850/1251000] [687.3/1000.0] [batch_t 0.522 (0.437)] [data_t 0.015] [optim_t 0.507] [lr 0.000691] [CE 3.980 (3.972)] [KD 2.293 (2.290)] +2024-10-19 13:02:14,764 - Train: 68.74% [859900/1251000] [687.4/1000.0] [batch_t 0.380 (0.437)] [data_t 0.015] [optim_t 0.365] [lr 0.000690] [CE 3.824 (3.979)] [KD 2.391 (2.334)] +2024-10-19 13:02:36,487 - Train: 68.74% [859950/1251000] [687.4/1000.0] [batch_t 0.366 (0.434)] [data_t 0.016] [optim_t 0.350] [lr 0.000690] [CE 4.182 (4.057)] [KD 2.464 (2.384)] +2024-10-19 13:02:57,875 - Train: 68.75% [860000/1251000] [687.5/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.000690] [CE 4.133 (3.975)] [KD 2.332 (2.328)] +2024-10-19 13:03:19,205 - Train: 68.75% [860050/1251000] [687.5/1000.0] [batch_t 0.476 (0.426)] [data_t 0.015] [optim_t 0.461] [lr 0.000690] [CE 3.851 (3.925)] [KD 2.288 (2.298)] +2024-10-19 13:03:41,383 - Train: 68.75% [860100/1251000] [687.5/1000.0] [batch_t 0.360 (0.443)] [data_t 0.015] [optim_t 0.344] [lr 0.000690] [CE 3.705 (4.020)] [KD 2.059 (2.349)] +2024-10-19 13:04:02,606 - Train: 68.76% [860150/1251000] [687.6/1000.0] [batch_t 0.464 (0.424)] [data_t 0.016] [optim_t 0.449] [lr 0.000690] [CE 4.280 (3.986)] [KD 2.688 (2.333)] +2024-10-19 13:04:23,577 - Train: 68.76% [860200/1251000] [687.6/1000.0] [batch_t 0.480 (0.419)] [data_t 0.015] [optim_t 0.465] [lr 0.000690] [CE 4.498 (3.915)] [KD 2.470 (2.316)] +2024-10-19 13:04:45,291 - Train: 68.76% [860250/1251000] [687.6/1000.0] [batch_t 0.419 (0.434)] [data_t 0.016] [optim_t 0.404] [lr 0.000689] [CE 3.596 (3.972)] [KD 2.205 (2.312)] +2024-10-19 13:05:06,488 - Train: 68.77% [860300/1251000] [687.7/1000.0] [batch_t 0.389 (0.424)] [data_t 0.016] [optim_t 0.373] [lr 0.000689] [CE 3.678 (3.988)] [KD 2.164 (2.340)] +2024-10-19 13:05:27,937 - Train: 68.77% [860350/1251000] [687.7/1000.0] [batch_t 0.429 (0.429)] [data_t 0.016] [optim_t 0.414] [lr 0.000689] [CE 4.041 (4.019)] [KD 2.351 (2.357)] +2024-10-19 13:05:49,558 - Train: 68.78% [860400/1251000] [687.8/1000.0] [batch_t 0.377 (0.432)] [data_t 0.015] [optim_t 0.362] [lr 0.000689] [CE 3.872 (3.941)] [KD 2.186 (2.315)] +2024-10-19 13:06:11,191 - Train: 68.78% [860450/1251000] [687.8/1000.0] [batch_t 0.383 (0.433)] [data_t 0.016] [optim_t 0.368] [lr 0.000689] [CE 3.552 (4.015)] [KD 2.084 (2.347)] +2024-10-19 13:06:33,292 - Train: 68.78% [860500/1251000] [687.8/1000.0] [batch_t 0.510 (0.442)] [data_t 0.015] [optim_t 0.495] [lr 0.000689] [CE 3.832 (3.918)] [KD 2.188 (2.322)] +2024-10-19 13:06:53,742 - Train: 68.79% [860550/1251000] [687.9/1000.0] [batch_t 0.505 (0.409)] [data_t 0.157] [optim_t 0.348] [lr 0.000688] [CE 3.690 (3.995)] [KD 2.148 (2.357)] +2024-10-19 13:07:15,565 - Train: 68.79% [860600/1251000] [687.9/1000.0] [batch_t 0.456 (0.436)] [data_t 0.113] [optim_t 0.343] [lr 0.000688] [CE 4.231 (3.942)] [KD 2.478 (2.315)] +2024-10-19 13:07:37,251 - Train: 68.80% [860650/1251000] [688.0/1000.0] [batch_t 0.435 (0.434)] [data_t 0.091] [optim_t 0.344] [lr 0.000688] [CE 3.903 (4.033)] [KD 2.488 (2.370)] +2024-10-19 13:08:15,271 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.443)] [top1_cnt 40015] [top5_cnt 47618] [top_all 50000] +2024-10-19 13:08:15,272 - net: 80.030 (95.236) +2024-10-19 13:08:37,533 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 41069] [top5_cnt 48052] [top_all 50000] +2024-10-19 13:08:37,533 - net_E: 82.138 (96.104) +2024-10-19 13:08:37,702 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 13:08:37,702 - ==> Total time: 4 days, 13:26:46 Eta: 2 days, 1:37:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 13:08:48,828 - Train: 68.80% [860700/1251000] [688.0/1000.0] [batch_t 0.360 (0.808)] [data_t 0.016] [optim_t 0.344] [lr 0.000688] [CE 4.154 (3.869)] [KD 2.429 (2.272)] +2024-10-19 13:09:08,814 - Train: 68.80% [860750/1251000] [688.0/1000.0] [batch_t 0.356 (0.400)] [data_t 0.016] [optim_t 0.341] [lr 0.000688] [CE 4.056 (3.935)] [KD 2.419 (2.281)] +2024-10-19 13:09:30,141 - Train: 68.81% [860800/1251000] [688.1/1000.0] [batch_t 0.412 (0.426)] [data_t 0.015] [optim_t 0.396] [lr 0.000688] [CE 4.527 (3.971)] [KD 2.543 (2.293)] +2024-10-19 13:09:51,980 - Train: 68.81% [860850/1251000] [688.1/1000.0] [batch_t 0.446 (0.437)] [data_t 0.016] [optim_t 0.431] [lr 0.000688] [CE 3.788 (3.996)] [KD 2.242 (2.312)] +2024-10-19 13:10:14,429 - Train: 68.82% [860900/1251000] [688.2/1000.0] [batch_t 0.462 (0.449)] [data_t 0.015] [optim_t 0.447] [lr 0.000687] [CE 3.730 (3.981)] [KD 2.248 (2.345)] +2024-10-19 13:10:36,707 - Train: 68.82% [860950/1251000] [688.2/1000.0] [batch_t 0.362 (0.445)] [data_t 0.016] [optim_t 0.347] [lr 0.000687] [CE 3.842 (3.915)] [KD 2.290 (2.309)] +2024-10-19 13:10:58,184 - Train: 68.82% [861000/1251000] [688.2/1000.0] [batch_t 0.427 (0.429)] [data_t 0.015] [optim_t 0.412] [lr 0.000687] [CE 4.270 (4.000)] [KD 2.484 (2.337)] +2024-10-19 13:11:20,342 - Train: 68.83% [861050/1251000] [688.3/1000.0] [batch_t 0.408 (0.443)] [data_t 0.015] [optim_t 0.393] [lr 0.000687] [CE 4.066 (3.946)] [KD 2.319 (2.294)] +2024-10-19 13:11:41,815 - Train: 68.83% [861100/1251000] [688.3/1000.0] [batch_t 0.440 (0.429)] [data_t 0.015] [optim_t 0.424] [lr 0.000687] [CE 4.272 (4.043)] [KD 2.447 (2.359)] +2024-10-19 13:12:03,063 - Train: 68.84% [861150/1251000] [688.4/1000.0] [batch_t 0.508 (0.425)] [data_t 0.016] [optim_t 0.492] [lr 0.000687] [CE 4.164 (3.988)] [KD 2.554 (2.346)] +2024-10-19 13:12:24,531 - Train: 68.84% [861200/1251000] [688.4/1000.0] [batch_t 0.463 (0.429)] [data_t 0.016] [optim_t 0.448] [lr 0.000686] [CE 4.008 (3.908)] [KD 2.384 (2.292)] +2024-10-19 13:12:46,807 - Train: 68.84% [861250/1251000] [688.4/1000.0] [batch_t 0.458 (0.445)] [data_t 0.015] [optim_t 0.443] [lr 0.000686] [CE 4.145 (3.968)] [KD 2.324 (2.328)] +2024-10-19 13:13:08,837 - Train: 68.85% [861300/1251000] [688.5/1000.0] [batch_t 0.434 (0.441)] [data_t 0.016] [optim_t 0.418] [lr 0.000686] [CE 3.152 (3.947)] [KD 1.920 (2.302)] +2024-10-19 13:13:31,068 - Train: 68.85% [861350/1251000] [688.5/1000.0] [batch_t 0.516 (0.444)] [data_t 0.015] [optim_t 0.501] [lr 0.000686] [CE 4.189 (3.952)] [KD 2.365 (2.312)] +2024-10-19 13:13:52,268 - Train: 68.86% [861400/1251000] [688.6/1000.0] [batch_t 0.394 (0.424)] [data_t 0.016] [optim_t 0.379] [lr 0.000686] [CE 4.346 (3.969)] [KD 2.576 (2.313)] +2024-10-19 13:14:12,742 - Train: 68.86% [861450/1251000] [688.6/1000.0] [batch_t 0.419 (0.409)] [data_t 0.015] [optim_t 0.403] [lr 0.000686] [CE 3.917 (4.038)] [KD 2.378 (2.349)] +2024-10-19 13:14:33,318 - Train: 68.86% [861500/1251000] [688.6/1000.0] [batch_t 0.440 (0.411)] [data_t 0.015] [optim_t 0.425] [lr 0.000686] [CE 4.047 (4.034)] [KD 2.335 (2.353)] +2024-10-19 13:14:55,048 - Train: 68.87% [861550/1251000] [688.7/1000.0] [batch_t 0.435 (0.434)] [data_t 0.016] [optim_t 0.420] [lr 0.000685] [CE 4.055 (3.961)] [KD 2.396 (2.322)] +2024-10-19 13:15:16,151 - Train: 68.87% [861600/1251000] [688.7/1000.0] [batch_t 0.360 (0.422)] [data_t 0.016] [optim_t 0.344] [lr 0.000685] [CE 4.131 (3.932)] [KD 2.327 (2.287)] +2024-10-19 13:15:37,524 - Train: 68.88% [861650/1251000] [688.8/1000.0] [batch_t 0.418 (0.427)] [data_t 0.015] [optim_t 0.402] [lr 0.000685] [CE 3.330 (4.023)] [KD 2.075 (2.322)] +2024-10-19 13:15:58,868 - Train: 68.88% [861700/1251000] [688.8/1000.0] [batch_t 0.477 (0.427)] [data_t 0.015] [optim_t 0.461] [lr 0.000685] [CE 4.592 (3.971)] [KD 2.740 (2.319)] +2024-10-19 13:16:20,510 - Train: 68.88% [861750/1251000] [688.8/1000.0] [batch_t 0.481 (0.433)] [data_t 0.015] [optim_t 0.465] [lr 0.000685] [CE 3.831 (4.017)] [KD 2.246 (2.323)] +2024-10-19 13:16:42,172 - Train: 68.89% [861800/1251000] [688.9/1000.0] [batch_t 0.386 (0.433)] [data_t 0.015] [optim_t 0.370] [lr 0.000685] [CE 3.585 (3.958)] [KD 2.156 (2.347)] +2024-10-19 13:17:03,227 - Train: 68.89% [861850/1251000] [688.9/1000.0] [batch_t 0.461 (0.421)] [data_t 0.015] [optim_t 0.445] [lr 0.000684] [CE 3.784 (4.017)] [KD 2.254 (2.339)] +2024-10-19 13:17:24,547 - Train: 68.90% [861900/1251000] [689.0/1000.0] [batch_t 0.359 (0.426)] [data_t 0.015] [optim_t 0.344] [lr 0.000684] [CE 4.009 (3.945)] [KD 2.434 (2.302)] +2024-10-19 13:18:02,370 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 39959] [top5_cnt 47599] [top_all 50000] +2024-10-19 13:18:02,370 - net: 79.918 (95.198) +2024-10-19 13:18:23,616 - Test (net_E): 100.00% [50/50] [batch_t 0.134 (0.417)] [top1_cnt 41103] [top5_cnt 48057] [top_all 50000] +2024-10-19 13:18:23,616 - net_E: 82.206 (96.114) +2024-10-19 13:18:23,800 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 13:18:23,800 - ==> Total time: 4 days, 13:36:32 Eta: 2 days, 1:28:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 13:18:33,534 - Train: 68.90% [861950/1251000] [689.0/1000.0] [batch_t 0.365 (0.753)] [data_t 0.015] [optim_t 0.349] [lr 0.000684] [CE 3.584 (3.937)] [KD 2.127 (2.321)] +2024-10-19 13:18:53,961 - Train: 68.90% [862000/1251000] [689.0/1000.0] [batch_t 0.389 (0.408)] [data_t 0.015] [optim_t 0.373] [lr 0.000684] [CE 3.929 (3.926)] [KD 2.362 (2.319)] +2024-10-19 13:19:15,659 - Train: 68.91% [862050/1251000] [689.1/1000.0] [batch_t 0.415 (0.434)] [data_t 0.016] [optim_t 0.399] [lr 0.000684] [CE 4.026 (3.939)] [KD 2.364 (2.300)] +2024-10-19 13:19:36,674 - Train: 68.91% [862100/1251000] [689.1/1000.0] [batch_t 0.423 (0.420)] [data_t 0.015] [optim_t 0.407] [lr 0.000684] [CE 3.774 (3.912)] [KD 2.321 (2.294)] +2024-10-19 13:19:58,203 - Train: 68.92% [862150/1251000] [689.2/1000.0] [batch_t 0.430 (0.430)] [data_t 0.015] [optim_t 0.415] [lr 0.000684] [CE 3.518 (3.916)] [KD 2.136 (2.287)] +2024-10-19 13:20:19,629 - Train: 68.92% [862200/1251000] [689.2/1000.0] [batch_t 0.370 (0.428)] [data_t 0.016] [optim_t 0.354] [lr 0.000683] [CE 4.303 (3.952)] [KD 2.519 (2.339)] +2024-10-19 13:20:41,104 - Train: 68.92% [862250/1251000] [689.2/1000.0] [batch_t 0.386 (0.429)] [data_t 0.015] [optim_t 0.371] [lr 0.000683] [CE 4.163 (4.005)] [KD 2.339 (2.305)] +2024-10-19 13:21:02,832 - Train: 68.93% [862300/1251000] [689.3/1000.0] [batch_t 0.459 (0.434)] [data_t 0.016] [optim_t 0.443] [lr 0.000683] [CE 3.990 (4.017)] [KD 2.357 (2.347)] +2024-10-19 13:21:24,343 - Train: 68.93% [862350/1251000] [689.3/1000.0] [batch_t 0.366 (0.430)] [data_t 0.015] [optim_t 0.350] [lr 0.000683] [CE 4.131 (4.023)] [KD 2.564 (2.345)] +2024-10-19 13:21:45,499 - Train: 68.94% [862400/1251000] [689.4/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.000683] [CE 3.930 (4.041)] [KD 2.151 (2.355)] +2024-10-19 13:22:07,203 - Train: 68.94% [862450/1251000] [689.4/1000.0] [batch_t 0.514 (0.434)] [data_t 0.015] [optim_t 0.498] [lr 0.000683] [CE 3.507 (3.945)] [KD 2.162 (2.319)] +2024-10-19 13:22:29,035 - Train: 68.94% [862500/1251000] [689.4/1000.0] [batch_t 0.432 (0.437)] [data_t 0.016] [optim_t 0.416] [lr 0.000682] [CE 3.816 (3.987)] [KD 2.128 (2.319)] +2024-10-19 13:22:51,360 - Train: 68.95% [862550/1251000] [689.5/1000.0] [batch_t 0.525 (0.446)] [data_t 0.015] [optim_t 0.509] [lr 0.000682] [CE 3.994 (3.963)] [KD 2.386 (2.300)] +2024-10-19 13:23:13,520 - Train: 68.95% [862600/1251000] [689.5/1000.0] [batch_t 0.468 (0.443)] [data_t 0.015] [optim_t 0.452] [lr 0.000682] [CE 4.017 (3.979)] [KD 2.398 (2.325)] +2024-10-19 13:23:35,528 - Train: 68.96% [862650/1251000] [689.6/1000.0] [batch_t 0.393 (0.440)] [data_t 0.015] [optim_t 0.377] [lr 0.000682] [CE 4.105 (3.913)] [KD 2.398 (2.306)] +2024-10-19 13:23:57,106 - Train: 68.96% [862700/1251000] [689.6/1000.0] [batch_t 0.429 (0.431)] [data_t 0.015] [optim_t 0.413] [lr 0.000682] [CE 3.884 (4.039)] [KD 2.324 (2.340)] +2024-10-19 13:24:18,671 - Train: 68.96% [862750/1251000] [689.6/1000.0] [batch_t 0.406 (0.431)] [data_t 0.016] [optim_t 0.391] [lr 0.000682] [CE 4.336 (3.938)] [KD 2.336 (2.319)] +2024-10-19 13:24:39,920 - Train: 68.97% [862800/1251000] [689.7/1000.0] [batch_t 0.415 (0.425)] [data_t 0.015] [optim_t 0.399] [lr 0.000682] [CE 3.782 (4.024)] [KD 2.204 (2.343)] +2024-10-19 13:25:02,065 - Train: 68.97% [862850/1251000] [689.7/1000.0] [batch_t 0.399 (0.443)] [data_t 0.016] [optim_t 0.384] [lr 0.000681] [CE 3.800 (3.934)] [KD 2.160 (2.281)] +2024-10-19 13:25:23,861 - Train: 68.98% [862900/1251000] [689.8/1000.0] [batch_t 0.432 (0.436)] [data_t 0.015] [optim_t 0.417] [lr 0.000681] [CE 4.380 (3.999)] [KD 2.636 (2.322)] +2024-10-19 13:25:45,681 - Train: 68.98% [862950/1251000] [689.8/1000.0] [batch_t 0.465 (0.436)] [data_t 0.015] [optim_t 0.450] [lr 0.000681] [CE 4.094 (3.976)] [KD 2.276 (2.320)] +2024-10-19 13:26:07,547 - Train: 68.98% [863000/1251000] [689.8/1000.0] [batch_t 0.429 (0.437)] [data_t 0.015] [optim_t 0.413] [lr 0.000681] [CE 3.880 (3.996)] [KD 2.170 (2.347)] +2024-10-19 13:26:28,766 - Train: 68.99% [863050/1251000] [689.9/1000.0] [batch_t 0.527 (0.424)] [data_t 0.015] [optim_t 0.511] [lr 0.000681] [CE 3.692 (3.970)] [KD 2.098 (2.337)] +2024-10-19 13:26:49,628 - Train: 68.99% [863100/1251000] [689.9/1000.0] [batch_t 0.365 (0.417)] [data_t 0.015] [optim_t 0.350] [lr 0.000681] [CE 4.102 (3.944)] [KD 2.318 (2.330)] +2024-10-19 13:27:11,185 - Train: 69.00% [863150/1251000] [690.0/1000.0] [batch_t 0.486 (0.431)] [data_t 0.015] [optim_t 0.471] [lr 0.000680] [CE 3.903 (3.943)] [KD 2.179 (2.297)] +2024-10-19 13:27:49,765 - Test (net): 100.00% [50/50] [batch_t 0.140 (0.432)] [top1_cnt 39926] [top5_cnt 47556] [top_all 50000] +2024-10-19 13:27:49,766 - net: 79.852 (95.112) +2024-10-19 13:28:10,970 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41104] [top5_cnt 48053] [top_all 50000] +2024-10-19 13:28:10,971 - net_E: 82.208 (96.106) +2024-10-19 13:28:11,138 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 13:28:11,138 - ==> Total time: 4 days, 13:46:19 Eta: 2 days, 1:19:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 13:28:22,634 - Train: 69.00% [863200/1251000] [690.0/1000.0] [batch_t 0.366 (0.744)] [data_t 0.015] [optim_t 0.350] [lr 0.000680] [CE 3.893 (4.040)] [KD 2.258 (2.337)] +2024-10-19 13:28:42,156 - Train: 69.00% [863250/1251000] [690.0/1000.0] [batch_t 0.431 (0.390)] [data_t 0.015] [optim_t 0.416] [lr 0.000680] [CE 3.644 (3.997)] [KD 2.265 (2.325)] +2024-10-19 13:29:03,501 - Train: 69.01% [863300/1251000] [690.1/1000.0] [batch_t 0.408 (0.427)] [data_t 0.016] [optim_t 0.392] [lr 0.000680] [CE 4.060 (3.938)] [KD 2.310 (2.276)] +2024-10-19 13:29:24,560 - Train: 69.01% [863350/1251000] [690.1/1000.0] [batch_t 0.434 (0.421)] [data_t 0.015] [optim_t 0.419] [lr 0.000680] [CE 4.282 (3.960)] [KD 2.336 (2.290)] +2024-10-19 13:29:46,258 - Train: 69.02% [863400/1251000] [690.2/1000.0] [batch_t 0.383 (0.434)] [data_t 0.015] [optim_t 0.367] [lr 0.000680] [CE 4.237 (3.993)] [KD 2.505 (2.316)] +2024-10-19 13:30:07,665 - Train: 69.02% [863450/1251000] [690.2/1000.0] [batch_t 0.408 (0.428)] [data_t 0.016] [optim_t 0.392] [lr 0.000680] [CE 3.901 (3.981)] [KD 2.229 (2.313)] +2024-10-19 13:30:28,513 - Train: 69.02% [863500/1251000] [690.2/1000.0] [batch_t 0.405 (0.417)] [data_t 0.015] [optim_t 0.390] [lr 0.000679] [CE 4.072 (4.054)] [KD 2.418 (2.362)] +2024-10-19 13:30:49,684 - Train: 69.03% [863550/1251000] [690.3/1000.0] [batch_t 0.463 (0.423)] [data_t 0.122] [optim_t 0.341] [lr 0.000679] [CE 3.589 (3.927)] [KD 2.199 (2.280)] +2024-10-19 13:31:11,786 - Train: 69.03% [863600/1251000] [690.3/1000.0] [batch_t 0.382 (0.442)] [data_t 0.040] [optim_t 0.343] [lr 0.000679] [CE 3.995 (3.959)] [KD 2.445 (2.309)] +2024-10-19 13:31:33,391 - Train: 69.04% [863650/1251000] [690.4/1000.0] [batch_t 0.449 (0.432)] [data_t 0.107] [optim_t 0.343] [lr 0.000679] [CE 3.786 (3.999)] [KD 2.322 (2.342)] +2024-10-19 13:31:55,710 - Train: 69.04% [863700/1251000] [690.4/1000.0] [batch_t 0.398 (0.446)] [data_t 0.056] [optim_t 0.343] [lr 0.000679] [CE 4.329 (4.039)] [KD 2.582 (2.360)] +2024-10-19 13:32:17,148 - Train: 69.04% [863750/1251000] [690.4/1000.0] [batch_t 0.375 (0.429)] [data_t 0.030] [optim_t 0.345] [lr 0.000679] [CE 3.786 (3.977)] [KD 2.126 (2.308)] +2024-10-19 13:32:38,480 - Train: 69.05% [863800/1251000] [690.5/1000.0] [batch_t 0.360 (0.427)] [data_t 0.016] [optim_t 0.345] [lr 0.000678] [CE 3.971 (3.978)] [KD 2.315 (2.315)] +2024-10-19 13:33:00,031 - Train: 69.05% [863850/1251000] [690.5/1000.0] [batch_t 0.539 (0.431)] [data_t 0.057] [optim_t 0.482] [lr 0.000678] [CE 4.097 (4.005)] [KD 2.532 (2.328)] +2024-10-19 13:33:21,674 - Train: 69.06% [863900/1251000] [690.6/1000.0] [batch_t 0.473 (0.433)] [data_t 0.016] [optim_t 0.457] [lr 0.000678] [CE 4.192 (3.988)] [KD 2.320 (2.336)] +2024-10-19 13:33:43,490 - Train: 69.06% [863950/1251000] [690.6/1000.0] [batch_t 0.511 (0.436)] [data_t 0.016] [optim_t 0.496] [lr 0.000678] [CE 3.695 (4.001)] [KD 2.117 (2.337)] +2024-10-19 13:34:05,692 - Train: 69.06% [864000/1251000] [690.6/1000.0] [batch_t 0.511 (0.444)] [data_t 0.015] [optim_t 0.495] [lr 0.000678] [CE 4.596 (4.087)] [KD 2.625 (2.367)] +2024-10-19 13:34:27,364 - Train: 69.07% [864050/1251000] [690.7/1000.0] [batch_t 0.409 (0.433)] [data_t 0.016] [optim_t 0.394] [lr 0.000678] [CE 3.541 (4.016)] [KD 1.991 (2.347)] +2024-10-19 13:34:49,497 - Train: 69.07% [864100/1251000] [690.7/1000.0] [batch_t 0.385 (0.443)] [data_t 0.015] [optim_t 0.370] [lr 0.000678] [CE 3.387 (3.978)] [KD 2.126 (2.317)] +2024-10-19 13:35:10,809 - Train: 69.08% [864150/1251000] [690.8/1000.0] [batch_t 0.389 (0.426)] [data_t 0.015] [optim_t 0.374] [lr 0.000677] [CE 3.837 (3.939)] [KD 2.219 (2.308)] +2024-10-19 13:35:32,456 - Train: 69.08% [864200/1251000] [690.8/1000.0] [batch_t 0.448 (0.433)] [data_t 0.016] [optim_t 0.433] [lr 0.000677] [CE 3.872 (4.034)] [KD 2.205 (2.346)] +2024-10-19 13:35:53,571 - Train: 69.08% [864250/1251000] [690.8/1000.0] [batch_t 0.507 (0.422)] [data_t 0.015] [optim_t 0.492] [lr 0.000677] [CE 4.449 (3.912)] [KD 2.606 (2.256)] +2024-10-19 13:36:14,925 - Train: 69.09% [864300/1251000] [690.9/1000.0] [batch_t 0.419 (0.427)] [data_t 0.015] [optim_t 0.403] [lr 0.000677] [CE 3.963 (4.019)] [KD 2.234 (2.345)] +2024-10-19 13:36:36,021 - Train: 69.09% [864350/1251000] [690.9/1000.0] [batch_t 0.399 (0.422)] [data_t 0.015] [optim_t 0.384] [lr 0.000677] [CE 3.741 (3.949)] [KD 2.258 (2.313)] +2024-10-19 13:36:57,155 - Train: 69.10% [864400/1251000] [691.0/1000.0] [batch_t 0.480 (0.423)] [data_t 0.016] [optim_t 0.465] [lr 0.000677] [CE 4.061 (4.034)] [KD 2.429 (2.359)] +2024-10-19 13:37:37,112 - Test (net): 100.00% [50/50] [batch_t 0.139 (0.456)] [top1_cnt 40060] [top5_cnt 47649] [top_all 50000] +2024-10-19 13:37:37,113 - net: 80.120 (95.298) +2024-10-19 13:37:59,932 - Test (net_E): 100.00% [50/50] [batch_t 0.138 (0.448)] [top1_cnt 41104] [top5_cnt 48054] [top_all 50000] +2024-10-19 13:37:59,933 - net_E: 82.208 (96.108) +2024-10-19 13:38:00,085 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 13:38:00,085 - ==> Total time: 4 days, 13:56:08 Eta: 2 days, 1:09:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 13:38:10,589 - Train: 69.10% [864450/1251000] [691.0/1000.0] [batch_t 0.363 (0.998)] [data_t 0.016] [optim_t 0.347] [lr 0.000676] [CE 3.350 (3.798)] [KD 2.011 (2.196)] +2024-10-19 13:38:30,728 - Train: 69.10% [864500/1251000] [691.0/1000.0] [batch_t 0.429 (0.403)] [data_t 0.016] [optim_t 0.413] [lr 0.000676] [CE 3.672 (3.900)] [KD 2.121 (2.261)] +2024-10-19 13:38:52,561 - Train: 69.11% [864550/1251000] [691.1/1000.0] [batch_t 0.432 (0.437)] [data_t 0.015] [optim_t 0.416] [lr 0.000676] [CE 3.875 (3.984)] [KD 2.263 (2.321)] +2024-10-19 13:39:14,736 - Train: 69.11% [864600/1251000] [691.1/1000.0] [batch_t 0.481 (0.443)] [data_t 0.015] [optim_t 0.465] [lr 0.000676] [CE 3.735 (4.025)] [KD 2.253 (2.345)] +2024-10-19 13:39:36,023 - Train: 69.12% [864650/1251000] [691.2/1000.0] [batch_t 0.469 (0.426)] [data_t 0.015] [optim_t 0.454] [lr 0.000676] [CE 3.925 (3.949)] [KD 2.266 (2.318)] +2024-10-19 13:39:57,569 - Train: 69.12% [864700/1251000] [691.2/1000.0] [batch_t 0.438 (0.431)] [data_t 0.016] [optim_t 0.423] [lr 0.000676] [CE 4.011 (4.056)] [KD 2.384 (2.350)] +2024-10-19 13:40:19,344 - Train: 69.12% [864750/1251000] [691.2/1000.0] [batch_t 0.365 (0.435)] [data_t 0.015] [optim_t 0.350] [lr 0.000676] [CE 3.534 (3.962)] [KD 1.943 (2.315)] +2024-10-19 13:40:41,040 - Train: 69.13% [864800/1251000] [691.3/1000.0] [batch_t 0.506 (0.434)] [data_t 0.015] [optim_t 0.491] [lr 0.000675] [CE 4.107 (4.023)] [KD 2.376 (2.336)] +2024-10-19 13:41:02,513 - Train: 69.13% [864850/1251000] [691.3/1000.0] [batch_t 0.412 (0.429)] [data_t 0.016] [optim_t 0.397] [lr 0.000675] [CE 4.049 (4.016)] [KD 2.314 (2.315)] +2024-10-19 13:41:24,229 - Train: 69.14% [864900/1251000] [691.4/1000.0] [batch_t 0.494 (0.434)] [data_t 0.016] [optim_t 0.478] [lr 0.000675] [CE 3.698 (3.948)] [KD 2.182 (2.310)] +2024-10-19 13:41:45,498 - Train: 69.14% [864950/1251000] [691.4/1000.0] [batch_t 0.399 (0.425)] [data_t 0.016] [optim_t 0.383] [lr 0.000675] [CE 3.564 (4.042)] [KD 2.070 (2.334)] +2024-10-19 13:42:06,911 - Train: 69.14% [865000/1251000] [691.4/1000.0] [batch_t 0.362 (0.428)] [data_t 0.016] [optim_t 0.347] [lr 0.000675] [CE 3.954 (3.937)] [KD 2.286 (2.299)] +2024-10-19 13:42:28,590 - Train: 69.15% [865050/1251000] [691.5/1000.0] [batch_t 0.402 (0.433)] [data_t 0.016] [optim_t 0.386] [lr 0.000675] [CE 3.550 (3.927)] [KD 2.221 (2.314)] +2024-10-19 13:42:49,955 - Train: 69.15% [865100/1251000] [691.5/1000.0] [batch_t 0.479 (0.427)] [data_t 0.016] [optim_t 0.464] [lr 0.000674] [CE 3.608 (4.040)] [KD 2.142 (2.353)] +2024-10-19 13:43:11,704 - Train: 69.16% [865150/1251000] [691.6/1000.0] [batch_t 0.412 (0.435)] [data_t 0.016] [optim_t 0.397] [lr 0.000674] [CE 3.199 (3.975)] [KD 2.014 (2.327)] +2024-10-19 13:43:33,422 - Train: 69.16% [865200/1251000] [691.6/1000.0] [batch_t 0.432 (0.434)] [data_t 0.015] [optim_t 0.417] [lr 0.000674] [CE 4.097 (4.052)] [KD 2.458 (2.392)] +2024-10-19 13:43:55,553 - Train: 69.16% [865250/1251000] [691.6/1000.0] [batch_t 0.365 (0.442)] [data_t 0.015] [optim_t 0.350] [lr 0.000674] [CE 3.849 (3.915)] [KD 2.438 (2.270)] +2024-10-19 13:44:17,198 - Train: 69.17% [865300/1251000] [691.7/1000.0] [batch_t 0.453 (0.433)] [data_t 0.016] [optim_t 0.438] [lr 0.000674] [CE 4.208 (3.997)] [KD 2.452 (2.323)] +2024-10-19 13:44:39,099 - Train: 69.17% [865350/1251000] [691.7/1000.0] [batch_t 0.463 (0.438)] [data_t 0.015] [optim_t 0.448] [lr 0.000674] [CE 4.202 (3.928)] [KD 2.423 (2.290)] +2024-10-19 13:45:00,658 - Train: 69.18% [865400/1251000] [691.8/1000.0] [batch_t 0.420 (0.431)] [data_t 0.015] [optim_t 0.405] [lr 0.000674] [CE 4.063 (3.912)] [KD 2.262 (2.304)] +2024-10-19 13:45:22,372 - Train: 69.18% [865450/1251000] [691.8/1000.0] [batch_t 0.452 (0.434)] [data_t 0.016] [optim_t 0.436] [lr 0.000673] [CE 3.524 (3.911)] [KD 2.131 (2.275)] +2024-10-19 13:45:44,194 - Train: 69.18% [865500/1251000] [691.8/1000.0] [batch_t 0.486 (0.436)] [data_t 0.015] [optim_t 0.471] [lr 0.000673] [CE 3.672 (3.950)] [KD 2.287 (2.322)] +2024-10-19 13:46:05,892 - Train: 69.19% [865550/1251000] [691.9/1000.0] [batch_t 0.399 (0.434)] [data_t 0.015] [optim_t 0.383] [lr 0.000673] [CE 3.775 (4.009)] [KD 2.201 (2.320)] +2024-10-19 13:46:27,871 - Train: 69.19% [865600/1251000] [691.9/1000.0] [batch_t 0.419 (0.439)] [data_t 0.015] [optim_t 0.404] [lr 0.000673] [CE 3.841 (3.897)] [KD 2.158 (2.280)] +2024-10-19 13:46:48,783 - Train: 69.20% [865650/1251000] [692.0/1000.0] [batch_t 0.441 (0.418)] [data_t 0.016] [optim_t 0.426] [lr 0.000673] [CE 3.781 (4.000)] [KD 2.214 (2.350)] +2024-10-19 13:47:27,997 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 39999] [top5_cnt 47664] [top_all 50000] +2024-10-19 13:47:27,998 - net: 79.998 (95.328) +2024-10-19 13:47:49,702 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41114] [top5_cnt 48065] [top_all 50000] +2024-10-19 13:47:49,703 - net_E: 82.228 (96.130) +2024-10-19 13:47:49,840 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 13:47:49,840 - ==> Total time: 4 days, 14:05:58 Eta: 2 days, 1:00:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 13:47:59,078 - Train: 69.20% [865700/1251000] [692.0/1000.0] [batch_t 0.366 (0.986)] [data_t 0.015] [optim_t 0.351] [lr 0.000673] [CE 3.910 (3.992)] [KD 2.174 (2.310)] +2024-10-19 13:48:19,358 - Train: 69.20% [865750/1251000] [692.0/1000.0] [batch_t 0.366 (0.405)] [data_t 0.016] [optim_t 0.351] [lr 0.000672] [CE 3.846 (3.936)] [KD 2.086 (2.276)] +2024-10-19 13:48:39,935 - Train: 69.21% [865800/1251000] [692.1/1000.0] [batch_t 0.435 (0.411)] [data_t 0.084] [optim_t 0.351] [lr 0.000672] [CE 3.608 (3.905)] [KD 2.031 (2.252)] +2024-10-19 13:49:00,874 - Train: 69.21% [865850/1251000] [692.1/1000.0] [batch_t 0.634 (0.419)] [data_t 0.074] [optim_t 0.560] [lr 0.000672] [CE 4.191 (3.982)] [KD 2.313 (2.296)] +2024-10-19 13:49:21,509 - Train: 69.22% [865900/1251000] [692.2/1000.0] [batch_t 0.406 (0.413)] [data_t 0.060] [optim_t 0.346] [lr 0.000672] [CE 3.850 (4.053)] [KD 2.142 (2.311)] +2024-10-19 13:49:43,720 - Train: 69.22% [865950/1251000] [692.2/1000.0] [batch_t 0.459 (0.444)] [data_t 0.113] [optim_t 0.346] [lr 0.000672] [CE 4.216 (3.962)] [KD 2.605 (2.290)] +2024-10-19 13:50:06,073 - Train: 69.22% [866000/1251000] [692.2/1000.0] [batch_t 0.362 (0.447)] [data_t 0.015] [optim_t 0.347] [lr 0.000672] [CE 4.175 (3.930)] [KD 2.238 (2.264)] +2024-10-19 13:50:27,887 - Train: 69.23% [866050/1251000] [692.3/1000.0] [batch_t 0.452 (0.436)] [data_t 0.107] [optim_t 0.345] [lr 0.000672] [CE 4.519 (3.970)] [KD 2.620 (2.318)] +2024-10-19 13:50:50,043 - Train: 69.23% [866100/1251000] [692.3/1000.0] [batch_t 0.378 (0.443)] [data_t 0.028] [optim_t 0.350] [lr 0.000671] [CE 3.653 (4.020)] [KD 2.098 (2.358)] +2024-10-19 13:51:11,894 - Train: 69.24% [866150/1251000] [692.4/1000.0] [batch_t 0.474 (0.437)] [data_t 0.131] [optim_t 0.343] [lr 0.000671] [CE 3.658 (3.979)] [KD 2.224 (2.327)] +2024-10-19 13:51:33,858 - Train: 69.24% [866200/1251000] [692.4/1000.0] [batch_t 0.437 (0.439)] [data_t 0.088] [optim_t 0.349] [lr 0.000671] [CE 4.049 (3.985)] [KD 2.439 (2.337)] +2024-10-19 13:51:55,443 - Train: 69.24% [866250/1251000] [692.4/1000.0] [batch_t 0.432 (0.432)] [data_t 0.087] [optim_t 0.344] [lr 0.000671] [CE 4.291 (3.977)] [KD 2.585 (2.313)] +2024-10-19 13:52:17,057 - Train: 69.25% [866300/1251000] [692.5/1000.0] [batch_t 0.432 (0.432)] [data_t 0.087] [optim_t 0.344] [lr 0.000671] [CE 3.629 (3.898)] [KD 2.149 (2.303)] +2024-10-19 13:52:38,406 - Train: 69.25% [866350/1251000] [692.5/1000.0] [batch_t 0.451 (0.427)] [data_t 0.106] [optim_t 0.346] [lr 0.000671] [CE 3.899 (3.978)] [KD 2.451 (2.330)] +2024-10-19 13:53:00,023 - Train: 69.26% [866400/1251000] [692.6/1000.0] [batch_t 0.515 (0.432)] [data_t 0.025] [optim_t 0.490] [lr 0.000670] [CE 3.671 (3.991)] [KD 2.104 (2.347)] +2024-10-19 13:53:20,648 - Train: 69.26% [866450/1251000] [692.6/1000.0] [batch_t 0.401 (0.412)] [data_t 0.053] [optim_t 0.347] [lr 0.000670] [CE 3.941 (3.900)] [KD 2.233 (2.257)] +2024-10-19 13:53:41,843 - Train: 69.26% [866500/1251000] [692.6/1000.0] [batch_t 0.415 (0.424)] [data_t 0.070] [optim_t 0.345] [lr 0.000670] [CE 4.250 (4.068)] [KD 2.480 (2.367)] +2024-10-19 13:54:03,673 - Train: 69.27% [866550/1251000] [692.7/1000.0] [batch_t 0.463 (0.436)] [data_t 0.015] [optim_t 0.447] [lr 0.000670] [CE 4.221 (4.016)] [KD 2.309 (2.339)] +2024-10-19 13:54:25,413 - Train: 69.27% [866600/1251000] [692.7/1000.0] [batch_t 0.360 (0.435)] [data_t 0.016] [optim_t 0.345] [lr 0.000670] [CE 4.007 (3.957)] [KD 2.223 (2.285)] +2024-10-19 13:54:47,339 - Train: 69.28% [866650/1251000] [692.8/1000.0] [batch_t 0.445 (0.438)] [data_t 0.015] [optim_t 0.430] [lr 0.000670] [CE 4.082 (3.967)] [KD 2.265 (2.308)] +2024-10-19 13:55:09,148 - Train: 69.28% [866700/1251000] [692.8/1000.0] [batch_t 0.359 (0.436)] [data_t 0.015] [optim_t 0.344] [lr 0.000670] [CE 4.129 (3.977)] [KD 2.450 (2.317)] +2024-10-19 13:55:30,513 - Train: 69.28% [866750/1251000] [692.8/1000.0] [batch_t 0.524 (0.427)] [data_t 0.015] [optim_t 0.509] [lr 0.000669] [CE 4.376 (3.963)] [KD 2.465 (2.297)] +2024-10-19 13:55:52,091 - Train: 69.29% [866800/1251000] [692.9/1000.0] [batch_t 0.363 (0.431)] [data_t 0.015] [optim_t 0.347] [lr 0.000669] [CE 3.815 (3.964)] [KD 2.138 (2.311)] +2024-10-19 13:56:13,798 - Train: 69.29% [866850/1251000] [692.9/1000.0] [batch_t 0.394 (0.434)] [data_t 0.016] [optim_t 0.378] [lr 0.000669] [CE 4.375 (4.023)] [KD 2.411 (2.342)] +2024-10-19 13:56:36,381 - Train: 69.30% [866900/1251000] [693.0/1000.0] [batch_t 0.500 (0.452)] [data_t 0.016] [optim_t 0.484] [lr 0.000669] [CE 4.174 (3.905)] [KD 2.393 (2.278)] +2024-10-19 13:57:16,799 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 40085] [top5_cnt 47647] [top_all 50000] +2024-10-19 13:57:16,799 - net: 80.170 (95.294) +2024-10-19 13:57:38,008 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41141] [top5_cnt 48074] [top_all 50000] +2024-10-19 13:57:38,008 - net_E: 82.282 (96.148) +2024-10-19 13:57:38,240 - Max [top1: 80.198 (epoch: 676)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 13:57:38,240 - ==> Total time: 4 days, 14:15:46 Eta: 2 days, 0:50:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 13:57:46,998 - Train: 69.30% [866950/1251000] [693.0/1000.0] [batch_t 0.366 (1.018)] [data_t 0.015] [optim_t 0.350] [lr 0.000669] [CE 4.288 (4.035)] [KD 2.317 (2.291)] +2024-10-19 13:58:07,623 - Train: 69.30% [867000/1251000] [693.0/1000.0] [batch_t 0.427 (0.412)] [data_t 0.015] [optim_t 0.411] [lr 0.000669] [CE 3.787 (3.986)] [KD 2.316 (2.320)] +2024-10-19 13:58:30,058 - Train: 69.31% [867050/1251000] [693.1/1000.0] [batch_t 0.538 (0.449)] [data_t 0.015] [optim_t 0.523] [lr 0.000668] [CE 3.996 (3.986)] [KD 2.265 (2.282)] +2024-10-19 13:58:52,342 - Train: 69.31% [867100/1251000] [693.1/1000.0] [batch_t 0.448 (0.446)] [data_t 0.015] [optim_t 0.433] [lr 0.000668] [CE 4.306 (4.002)] [KD 2.401 (2.318)] +2024-10-19 13:59:14,080 - Train: 69.32% [867150/1251000] [693.2/1000.0] [batch_t 0.451 (0.435)] [data_t 0.016] [optim_t 0.436] [lr 0.000668] [CE 3.760 (3.948)] [KD 2.094 (2.290)] +2024-10-19 13:59:35,258 - Train: 69.32% [867200/1251000] [693.2/1000.0] [batch_t 0.383 (0.423)] [data_t 0.015] [optim_t 0.368] [lr 0.000668] [CE 4.076 (4.026)] [KD 2.446 (2.340)] +2024-10-19 13:59:56,087 - Train: 69.32% [867250/1251000] [693.2/1000.0] [batch_t 0.422 (0.416)] [data_t 0.015] [optim_t 0.406] [lr 0.000668] [CE 4.334 (3.950)] [KD 2.500 (2.309)] +2024-10-19 14:00:17,415 - Train: 69.33% [867300/1251000] [693.3/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.000668] [CE 4.096 (3.913)] [KD 2.215 (2.258)] +2024-10-19 14:00:39,426 - Train: 69.33% [867350/1251000] [693.3/1000.0] [batch_t 0.485 (0.440)] [data_t 0.141] [optim_t 0.344] [lr 0.000668] [CE 3.663 (4.017)] [KD 2.169 (2.356)] +2024-10-19 14:01:00,611 - Train: 69.34% [867400/1251000] [693.4/1000.0] [batch_t 0.397 (0.424)] [data_t 0.054] [optim_t 0.343] [lr 0.000667] [CE 4.326 (3.948)] [KD 2.587 (2.328)] +2024-10-19 14:01:22,002 - Train: 69.34% [867450/1251000] [693.4/1000.0] [batch_t 0.485 (0.428)] [data_t 0.016] [optim_t 0.470] [lr 0.000667] [CE 4.214 (3.964)] [KD 2.433 (2.293)] +2024-10-19 14:01:43,090 - Train: 69.34% [867500/1251000] [693.4/1000.0] [batch_t 0.462 (0.422)] [data_t 0.015] [optim_t 0.446] [lr 0.000667] [CE 3.611 (3.996)] [KD 1.931 (2.300)] +2024-10-19 14:02:04,836 - Train: 69.35% [867550/1251000] [693.5/1000.0] [batch_t 0.420 (0.435)] [data_t 0.015] [optim_t 0.405] [lr 0.000667] [CE 4.046 (4.029)] [KD 2.367 (2.347)] +2024-10-19 14:02:25,614 - Train: 69.35% [867600/1251000] [693.5/1000.0] [batch_t 0.418 (0.415)] [data_t 0.016] [optim_t 0.403] [lr 0.000667] [CE 3.949 (4.011)] [KD 2.211 (2.327)] +2024-10-19 14:02:46,614 - Train: 69.36% [867650/1251000] [693.6/1000.0] [batch_t 0.409 (0.420)] [data_t 0.015] [optim_t 0.394] [lr 0.000667] [CE 3.806 (3.976)] [KD 2.322 (2.314)] +2024-10-19 14:03:07,997 - Train: 69.36% [867700/1251000] [693.6/1000.0] [batch_t 0.473 (0.428)] [data_t 0.015] [optim_t 0.458] [lr 0.000666] [CE 3.961 (3.910)] [KD 2.287 (2.267)] +2024-10-19 14:03:29,343 - Train: 69.36% [867750/1251000] [693.6/1000.0] [batch_t 0.484 (0.427)] [data_t 0.016] [optim_t 0.468] [lr 0.000666] [CE 4.051 (3.919)] [KD 2.224 (2.284)] +2024-10-19 14:03:50,715 - Train: 69.37% [867800/1251000] [693.7/1000.0] [batch_t 0.426 (0.427)] [data_t 0.016] [optim_t 0.410] [lr 0.000666] [CE 3.373 (4.005)] [KD 1.980 (2.369)] +2024-10-19 14:04:12,894 - Train: 69.37% [867850/1251000] [693.7/1000.0] [batch_t 0.496 (0.443)] [data_t 0.015] [optim_t 0.481] [lr 0.000666] [CE 4.165 (3.979)] [KD 2.326 (2.317)] +2024-10-19 14:04:34,801 - Train: 69.38% [867900/1251000] [693.8/1000.0] [batch_t 0.474 (0.438)] [data_t 0.015] [optim_t 0.459] [lr 0.000666] [CE 4.085 (4.037)] [KD 2.443 (2.331)] +2024-10-19 14:04:56,393 - Train: 69.38% [867950/1251000] [693.8/1000.0] [batch_t 0.389 (0.432)] [data_t 0.015] [optim_t 0.373] [lr 0.000666] [CE 4.070 (3.988)] [KD 2.165 (2.338)] +2024-10-19 14:05:17,606 - Train: 69.38% [868000/1251000] [693.8/1000.0] [batch_t 0.411 (0.424)] [data_t 0.015] [optim_t 0.395] [lr 0.000666] [CE 3.936 (3.935)] [KD 2.290 (2.303)] +2024-10-19 14:05:38,941 - Train: 69.39% [868050/1251000] [693.9/1000.0] [batch_t 0.481 (0.427)] [data_t 0.015] [optim_t 0.466] [lr 0.000665] [CE 4.095 (3.957)] [KD 2.214 (2.313)] +2024-10-19 14:06:00,201 - Train: 69.39% [868100/1251000] [693.9/1000.0] [batch_t 0.370 (0.425)] [data_t 0.015] [optim_t 0.354] [lr 0.000665] [CE 4.399 (3.988)] [KD 2.517 (2.286)] +2024-10-19 14:06:21,361 - Train: 69.40% [868150/1251000] [694.0/1000.0] [batch_t 0.365 (0.423)] [data_t 0.016] [optim_t 0.350] [lr 0.000665] [CE 4.120 (4.067)] [KD 2.467 (2.348)] +2024-10-19 14:07:02,004 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 40178] [top5_cnt 47615] [top_all 50000] +2024-10-19 14:07:02,005 - net: 80.356 (95.230) +2024-10-19 14:07:23,541 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41128] [top5_cnt 48085] [top_all 50000] +2024-10-19 14:07:23,541 - net_E: 82.256 (96.170) +2024-10-19 14:07:23,761 - Max [top1: 80.356 (epoch: 694)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 14:07:23,761 - ==> Total time: 4 days, 14:25:32 Eta: 2 days, 0:41:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 14:07:33,375 - Train: 69.40% [868200/1251000] [694.0/1000.0] [batch_t 0.358 (0.895)] [data_t 0.015] [optim_t 0.342] [lr 0.000665] [CE 4.078 (4.057)] [KD 2.377 (2.284)] +2024-10-19 14:07:52,331 - Train: 69.40% [868250/1251000] [694.0/1000.0] [batch_t 0.396 (0.379)] [data_t 0.048] [optim_t 0.347] [lr 0.000665] [CE 3.970 (3.944)] [KD 2.262 (2.288)] +2024-10-19 14:08:14,560 - Train: 69.41% [868300/1251000] [694.1/1000.0] [batch_t 0.547 (0.444)] [data_t 0.015] [optim_t 0.531] [lr 0.000665] [CE 4.306 (3.950)] [KD 2.366 (2.277)] +2024-10-19 14:08:35,809 - Train: 69.41% [868350/1251000] [694.1/1000.0] [batch_t 0.489 (0.425)] [data_t 0.015] [optim_t 0.474] [lr 0.000664] [CE 4.393 (4.002)] [KD 2.592 (2.309)] +2024-10-19 14:08:57,100 - Train: 69.42% [868400/1251000] [694.2/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.000664] [CE 3.605 (3.934)] [KD 2.236 (2.306)] +2024-10-19 14:09:18,403 - Train: 69.42% [868450/1251000] [694.2/1000.0] [batch_t 0.474 (0.426)] [data_t 0.015] [optim_t 0.459] [lr 0.000664] [CE 3.742 (3.953)] [KD 2.203 (2.294)] +2024-10-19 14:09:39,626 - Train: 69.42% [868500/1251000] [694.2/1000.0] [batch_t 0.434 (0.424)] [data_t 0.090] [optim_t 0.344] [lr 0.000664] [CE 4.318 (3.964)] [KD 2.406 (2.317)] +2024-10-19 14:10:01,388 - Train: 69.43% [868550/1251000] [694.3/1000.0] [batch_t 0.422 (0.435)] [data_t 0.015] [optim_t 0.407] [lr 0.000664] [CE 3.995 (4.019)] [KD 2.314 (2.345)] +2024-10-19 14:10:22,997 - Train: 69.43% [868600/1251000] [694.3/1000.0] [batch_t 0.449 (0.432)] [data_t 0.107] [optim_t 0.343] [lr 0.000664] [CE 3.876 (3.857)] [KD 2.249 (2.259)] +2024-10-19 14:10:44,659 - Train: 69.44% [868650/1251000] [694.4/1000.0] [batch_t 0.415 (0.433)] [data_t 0.071] [optim_t 0.344] [lr 0.000664] [CE 4.320 (4.020)] [KD 2.441 (2.320)] +2024-10-19 14:11:05,850 - Train: 69.44% [868700/1251000] [694.4/1000.0] [batch_t 0.363 (0.424)] [data_t 0.016] [optim_t 0.347] [lr 0.000663] [CE 4.163 (4.024)] [KD 2.374 (2.331)] +2024-10-19 14:11:26,669 - Train: 69.44% [868750/1251000] [694.4/1000.0] [batch_t 0.432 (0.416)] [data_t 0.082] [optim_t 0.351] [lr 0.000663] [CE 3.834 (4.027)] [KD 2.258 (2.353)] +2024-10-19 14:11:47,461 - Train: 69.45% [868800/1251000] [694.5/1000.0] [batch_t 0.449 (0.416)] [data_t 0.106] [optim_t 0.342] [lr 0.000663] [CE 4.051 (3.937)] [KD 2.413 (2.284)] +2024-10-19 14:12:08,837 - Train: 69.45% [868850/1251000] [694.5/1000.0] [batch_t 0.482 (0.427)] [data_t 0.137] [optim_t 0.345] [lr 0.000663] [CE 3.971 (3.968)] [KD 2.262 (2.303)] +2024-10-19 14:12:30,257 - Train: 69.46% [868900/1251000] [694.6/1000.0] [batch_t 0.361 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.000663] [CE 3.573 (3.943)] [KD 2.205 (2.272)] +2024-10-19 14:12:51,459 - Train: 69.46% [868950/1251000] [694.6/1000.0] [batch_t 0.413 (0.424)] [data_t 0.070] [optim_t 0.343] [lr 0.000663] [CE 4.309 (4.027)] [KD 2.381 (2.334)] +2024-10-19 14:13:12,487 - Train: 69.46% [869000/1251000] [694.6/1000.0] [batch_t 0.444 (0.420)] [data_t 0.102] [optim_t 0.342] [lr 0.000662] [CE 4.390 (4.010)] [KD 2.386 (2.322)] +2024-10-19 14:13:33,718 - Train: 69.47% [869050/1251000] [694.7/1000.0] [batch_t 0.364 (0.425)] [data_t 0.018] [optim_t 0.345] [lr 0.000662] [CE 4.263 (3.859)] [KD 2.406 (2.224)] +2024-10-19 14:13:54,677 - Train: 69.47% [869100/1251000] [694.7/1000.0] [batch_t 0.444 (0.419)] [data_t 0.102] [optim_t 0.342] [lr 0.000662] [CE 4.329 (3.937)] [KD 2.643 (2.271)] +2024-10-19 14:14:16,188 - Train: 69.48% [869150/1251000] [694.8/1000.0] [batch_t 0.479 (0.430)] [data_t 0.138] [optim_t 0.341] [lr 0.000662] [CE 3.936 (3.981)] [KD 2.177 (2.279)] +2024-10-19 14:14:37,339 - Train: 69.48% [869200/1251000] [694.8/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.000662] [CE 3.454 (3.959)] [KD 1.950 (2.279)] +2024-10-19 14:14:58,596 - Train: 69.48% [869250/1251000] [694.8/1000.0] [batch_t 0.451 (0.425)] [data_t 0.109] [optim_t 0.341] [lr 0.000662] [CE 4.142 (3.959)] [KD 2.480 (2.311)] +2024-10-19 14:15:19,535 - Train: 69.49% [869300/1251000] [694.9/1000.0] [batch_t 0.403 (0.419)] [data_t 0.060] [optim_t 0.344] [lr 0.000662] [CE 4.095 (4.017)] [KD 2.385 (2.330)] +2024-10-19 14:15:41,661 - Train: 69.49% [869350/1251000] [694.9/1000.0] [batch_t 0.463 (0.442)] [data_t 0.016] [optim_t 0.448] [lr 0.000661] [CE 4.183 (3.984)] [KD 2.415 (2.322)] +2024-10-19 14:16:03,558 - Train: 69.50% [869400/1251000] [695.0/1000.0] [batch_t 0.473 (0.438)] [data_t 0.016] [optim_t 0.457] [lr 0.000661] [CE 3.714 (4.017)] [KD 2.138 (2.367)] +2024-10-19 14:16:43,936 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 40049] [top5_cnt 47667] [top_all 50000] +2024-10-19 14:16:43,936 - net: 80.098 (95.334) +2024-10-19 14:17:05,279 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41149] [top5_cnt 48061] [top_all 50000] +2024-10-19 14:17:05,279 - net_E: 82.298 (96.122) +2024-10-19 14:17:05,432 - Max [top1: 80.356 (epoch: 694)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 14:17:05,432 - ==> Total time: 4 days, 14:35:14 Eta: 2 days, 0:31:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 14:17:14,212 - Train: 69.50% [869450/1251000] [695.0/1000.0] [batch_t 0.362 (1.094)] [data_t 0.015] [optim_t 0.347] [lr 0.000661] [CE 3.687 (3.948)] [KD 2.302 (2.242)] +2024-10-19 14:17:33,539 - Train: 69.50% [869500/1251000] [695.0/1000.0] [batch_t 0.365 (0.386)] [data_t 0.016] [optim_t 0.349] [lr 0.000661] [CE 4.207 (3.980)] [KD 2.272 (2.324)] +2024-10-19 14:17:54,906 - Train: 69.51% [869550/1251000] [695.1/1000.0] [batch_t 0.433 (0.427)] [data_t 0.015] [optim_t 0.417] [lr 0.000661] [CE 3.808 (3.930)] [KD 2.339 (2.285)] +2024-10-19 14:18:16,313 - Train: 69.51% [869600/1251000] [695.1/1000.0] [batch_t 0.417 (0.428)] [data_t 0.015] [optim_t 0.402] [lr 0.000661] [CE 4.028 (3.973)] [KD 2.421 (2.322)] +2024-10-19 14:18:37,597 - Train: 69.52% [869650/1251000] [695.2/1000.0] [batch_t 0.393 (0.426)] [data_t 0.015] [optim_t 0.378] [lr 0.000660] [CE 4.132 (3.904)] [KD 2.366 (2.277)] +2024-10-19 14:18:59,304 - Train: 69.52% [869700/1251000] [695.2/1000.0] [batch_t 0.419 (0.434)] [data_t 0.015] [optim_t 0.404] [lr 0.000660] [CE 3.721 (3.974)] [KD 2.147 (2.303)] +2024-10-19 14:19:20,804 - Train: 69.52% [869750/1251000] [695.2/1000.0] [batch_t 0.364 (0.430)] [data_t 0.015] [optim_t 0.349] [lr 0.000660] [CE 4.383 (3.937)] [KD 2.492 (2.282)] +2024-10-19 14:19:42,787 - Train: 69.53% [869800/1251000] [695.3/1000.0] [batch_t 0.519 (0.440)] [data_t 0.016] [optim_t 0.504] [lr 0.000660] [CE 4.060 (4.013)] [KD 2.418 (2.336)] +2024-10-19 14:20:03,924 - Train: 69.53% [869850/1251000] [695.3/1000.0] [batch_t 0.385 (0.423)] [data_t 0.016] [optim_t 0.370] [lr 0.000660] [CE 3.856 (3.943)] [KD 2.281 (2.316)] +2024-10-19 14:20:25,507 - Train: 69.54% [869900/1251000] [695.4/1000.0] [batch_t 0.434 (0.432)] [data_t 0.015] [optim_t 0.418] [lr 0.000660] [CE 3.562 (3.904)] [KD 2.249 (2.284)] +2024-10-19 14:20:47,052 - Train: 69.54% [869950/1251000] [695.4/1000.0] [batch_t 0.433 (0.431)] [data_t 0.015] [optim_t 0.418] [lr 0.000660] [CE 4.079 (3.986)] [KD 2.349 (2.298)] +2024-10-19 14:21:08,381 - Train: 69.54% [870000/1251000] [695.4/1000.0] [batch_t 0.360 (0.426)] [data_t 0.016] [optim_t 0.344] [lr 0.000659] [CE 3.829 (3.990)] [KD 2.195 (2.288)] +2024-10-19 14:21:29,851 - Train: 69.55% [870050/1251000] [695.5/1000.0] [batch_t 0.438 (0.429)] [data_t 0.016] [optim_t 0.422] [lr 0.000659] [CE 3.360 (3.896)] [KD 1.972 (2.254)] +2024-10-19 14:21:50,716 - Train: 69.55% [870100/1251000] [695.5/1000.0] [batch_t 0.510 (0.417)] [data_t 0.015] [optim_t 0.495] [lr 0.000659] [CE 3.803 (4.003)] [KD 2.247 (2.313)] +2024-10-19 14:22:11,453 - Train: 69.56% [870150/1251000] [695.6/1000.0] [batch_t 0.358 (0.415)] [data_t 0.016] [optim_t 0.342] [lr 0.000659] [CE 3.641 (3.948)] [KD 2.250 (2.284)] +2024-10-19 14:22:33,054 - Train: 69.56% [870200/1251000] [695.6/1000.0] [batch_t 0.452 (0.432)] [data_t 0.015] [optim_t 0.437] [lr 0.000659] [CE 4.332 (3.935)] [KD 2.549 (2.301)] +2024-10-19 14:22:54,662 - Train: 69.56% [870250/1251000] [695.6/1000.0] [batch_t 0.455 (0.432)] [data_t 0.016] [optim_t 0.439] [lr 0.000659] [CE 4.192 (3.983)] [KD 2.248 (2.324)] +2024-10-19 14:23:15,960 - Train: 69.57% [870300/1251000] [695.7/1000.0] [batch_t 0.404 (0.426)] [data_t 0.015] [optim_t 0.389] [lr 0.000659] [CE 3.536 (4.031)] [KD 2.069 (2.341)] +2024-10-19 14:23:37,749 - Train: 69.57% [870350/1251000] [695.7/1000.0] [batch_t 0.380 (0.436)] [data_t 0.015] [optim_t 0.364] [lr 0.000658] [CE 3.941 (3.966)] [KD 2.445 (2.312)] +2024-10-19 14:23:59,166 - Train: 69.58% [870400/1251000] [695.8/1000.0] [batch_t 0.358 (0.428)] [data_t 0.015] [optim_t 0.343] [lr 0.000658] [CE 3.842 (3.977)] [KD 2.212 (2.309)] +2024-10-19 14:24:21,122 - Train: 69.58% [870450/1251000] [695.8/1000.0] [batch_t 0.361 (0.439)] [data_t 0.015] [optim_t 0.345] [lr 0.000658] [CE 3.611 (3.896)] [KD 2.089 (2.263)] +2024-10-19 14:24:42,289 - Train: 69.58% [870500/1251000] [695.8/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.343] [lr 0.000658] [CE 4.105 (3.897)] [KD 2.435 (2.248)] +2024-10-19 14:25:02,857 - Train: 69.59% [870550/1251000] [695.9/1000.0] [batch_t 0.360 (0.411)] [data_t 0.015] [optim_t 0.345] [lr 0.000658] [CE 3.272 (3.960)] [KD 1.904 (2.263)] +2024-10-19 14:25:23,829 - Train: 69.59% [870600/1251000] [695.9/1000.0] [batch_t 0.366 (0.419)] [data_t 0.015] [optim_t 0.350] [lr 0.000658] [CE 3.977 (3.931)] [KD 2.321 (2.280)] +2024-10-19 14:25:44,881 - Train: 69.60% [870650/1251000] [696.0/1000.0] [batch_t 0.364 (0.421)] [data_t 0.016] [optim_t 0.349] [lr 0.000657] [CE 4.326 (3.988)] [KD 2.544 (2.314)] +2024-10-19 14:26:25,254 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40116] [top5_cnt 47625] [top_all 50000] +2024-10-19 14:26:25,255 - net: 80.232 (95.250) +2024-10-19 14:26:46,923 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41153] [top5_cnt 48083] [top_all 50000] +2024-10-19 14:26:46,923 - net_E: 82.306 (96.166) +2024-10-19 14:26:47,064 - Max [top1: 80.356 (epoch: 694)] [top1-ema: 82.328 (epoch: 681)] +2024-10-19 14:26:47,064 - ==> Total time: 4 days, 14:44:55 Eta: 2 days, 0:22:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 14:26:54,127 - Train: 69.60% [870700/1251000] [696.0/1000.0] [batch_t 0.364 (1.379)] [data_t 0.015] [optim_t 0.348] [lr 0.000657] [CE 4.084 (4.087)] [KD 2.178 (2.285)] +2024-10-19 14:27:13,865 - Train: 69.60% [870750/1251000] [696.0/1000.0] [batch_t 0.431 (0.395)] [data_t 0.015] [optim_t 0.415] [lr 0.000657] [CE 3.965 (3.981)] [KD 2.389 (2.300)] +2024-10-19 14:27:35,779 - Train: 69.61% [870800/1251000] [696.1/1000.0] [batch_t 0.411 (0.438)] [data_t 0.016] [optim_t 0.395] [lr 0.000657] [CE 3.775 (3.941)] [KD 2.165 (2.262)] +2024-10-19 14:27:56,986 - Train: 69.61% [870850/1251000] [696.1/1000.0] [batch_t 0.454 (0.424)] [data_t 0.015] [optim_t 0.438] [lr 0.000657] [CE 4.084 (3.945)] [KD 2.308 (2.282)] +2024-10-19 14:28:18,627 - Train: 69.62% [870900/1251000] [696.2/1000.0] [batch_t 0.382 (0.433)] [data_t 0.015] [optim_t 0.367] [lr 0.000657] [CE 3.867 (3.940)] [KD 2.236 (2.276)] +2024-10-19 14:28:40,120 - Train: 69.62% [870950/1251000] [696.2/1000.0] [batch_t 0.390 (0.430)] [data_t 0.015] [optim_t 0.375] [lr 0.000657] [CE 3.899 (3.922)] [KD 2.405 (2.283)] +2024-10-19 14:29:01,309 - Train: 69.62% [871000/1251000] [696.2/1000.0] [batch_t 0.500 (0.424)] [data_t 0.015] [optim_t 0.484] [lr 0.000656] [CE 4.318 (3.973)] [KD 2.458 (2.314)] +2024-10-19 14:29:23,239 - Train: 69.63% [871050/1251000] [696.3/1000.0] [batch_t 0.449 (0.439)] [data_t 0.015] [optim_t 0.433] [lr 0.000656] [CE 3.739 (3.907)] [KD 2.216 (2.258)] +2024-10-19 14:29:44,767 - Train: 69.63% [871100/1251000] [696.3/1000.0] [batch_t 0.403 (0.430)] [data_t 0.015] [optim_t 0.388] [lr 0.000656] [CE 4.200 (3.972)] [KD 2.254 (2.289)] +2024-10-19 14:30:05,498 - Train: 69.64% [871150/1251000] [696.4/1000.0] [batch_t 0.429 (0.415)] [data_t 0.015] [optim_t 0.413] [lr 0.000656] [CE 4.018 (3.919)] [KD 2.419 (2.296)] +2024-10-19 14:30:26,628 - Train: 69.64% [871200/1251000] [696.4/1000.0] [batch_t 0.465 (0.423)] [data_t 0.015] [optim_t 0.450] [lr 0.000656] [CE 4.392 (3.937)] [KD 2.525 (2.275)] +2024-10-19 14:30:47,048 - Train: 69.64% [871250/1251000] [696.4/1000.0] [batch_t 0.383 (0.408)] [data_t 0.015] [optim_t 0.368] [lr 0.000656] [CE 3.902 (3.961)] [KD 2.156 (2.294)] +2024-10-19 14:31:07,799 - Train: 69.65% [871300/1251000] [696.5/1000.0] [batch_t 0.424 (0.415)] [data_t 0.015] [optim_t 0.408] [lr 0.000655] [CE 4.298 (3.924)] [KD 2.457 (2.253)] +2024-10-19 14:31:29,683 - Train: 69.65% [871350/1251000] [696.5/1000.0] [batch_t 0.474 (0.438)] [data_t 0.015] [optim_t 0.458] [lr 0.000655] [CE 4.254 (3.969)] [KD 2.477 (2.310)] +2024-10-19 14:31:51,593 - Train: 69.66% [871400/1251000] [696.6/1000.0] [batch_t 0.452 (0.438)] [data_t 0.015] [optim_t 0.436] [lr 0.000655] [CE 4.211 (3.957)] [KD 2.490 (2.302)] +2024-10-19 14:32:13,701 - Train: 69.66% [871450/1251000] [696.6/1000.0] [batch_t 0.383 (0.442)] [data_t 0.015] [optim_t 0.368] [lr 0.000655] [CE 3.975 (3.960)] [KD 2.339 (2.319)] +2024-10-19 14:32:35,392 - Train: 69.66% [871500/1251000] [696.6/1000.0] [batch_t 0.378 (0.434)] [data_t 0.015] [optim_t 0.363] [lr 0.000655] [CE 4.044 (4.008)] [KD 2.195 (2.319)] +2024-10-19 14:32:56,724 - Train: 69.67% [871550/1251000] [696.7/1000.0] [batch_t 0.434 (0.427)] [data_t 0.015] [optim_t 0.419] [lr 0.000655] [CE 4.225 (3.995)] [KD 2.345 (2.288)] +2024-10-19 14:33:18,999 - Train: 69.67% [871600/1251000] [696.7/1000.0] [batch_t 0.559 (0.445)] [data_t 0.015] [optim_t 0.543] [lr 0.000655] [CE 3.530 (3.903)] [KD 2.233 (2.264)] +2024-10-19 14:33:40,618 - Train: 69.68% [871650/1251000] [696.8/1000.0] [batch_t 0.437 (0.432)] [data_t 0.016] [optim_t 0.422] [lr 0.000654] [CE 4.335 (3.932)] [KD 2.475 (2.276)] +2024-10-19 14:34:02,360 - Train: 69.68% [871700/1251000] [696.8/1000.0] [batch_t 0.360 (0.435)] [data_t 0.015] [optim_t 0.345] [lr 0.000654] [CE 3.310 (3.961)] [KD 1.990 (2.305)] +2024-10-19 14:34:23,717 - Train: 69.68% [871750/1251000] [696.8/1000.0] [batch_t 0.504 (0.427)] [data_t 0.015] [optim_t 0.489] [lr 0.000654] [CE 3.602 (3.953)] [KD 2.020 (2.314)] +2024-10-19 14:34:44,819 - Train: 69.69% [871800/1251000] [696.9/1000.0] [batch_t 0.423 (0.422)] [data_t 0.015] [optim_t 0.407] [lr 0.000654] [CE 3.820 (3.936)] [KD 2.261 (2.263)] +2024-10-19 14:35:05,783 - Train: 69.69% [871850/1251000] [696.9/1000.0] [batch_t 0.459 (0.419)] [data_t 0.015] [optim_t 0.443] [lr 0.000654] [CE 3.515 (4.050)] [KD 2.074 (2.357)] +2024-10-19 14:35:27,198 - Train: 69.70% [871900/1251000] [697.0/1000.0] [batch_t 0.387 (0.428)] [data_t 0.016] [optim_t 0.372] [lr 0.000654] [CE 4.096 (3.945)] [KD 2.453 (2.303)] +2024-10-19 14:36:09,527 - Test (net): 100.00% [50/50] [batch_t 0.140 (0.446)] [top1_cnt 40063] [top5_cnt 47574] [top_all 50000] +2024-10-19 14:36:09,527 - net: 80.126 (95.148) +2024-10-19 14:36:31,368 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.429)] [top1_cnt 41179] [top5_cnt 48091] [top_all 50000] +2024-10-19 14:36:31,369 - net_E: 82.358 (96.182) +2024-10-19 14:36:31,605 - Max [top1: 80.356 (epoch: 694)] [top1-ema: 82.358 (epoch: 697)] +2024-10-19 14:36:31,605 - ==> Total time: 4 days, 14:54:40 Eta: 2 days, 0:12:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 14:36:40,907 - Train: 69.70% [871950/1251000] [697.0/1000.0] [batch_t 0.360 (1.636)] [data_t 0.015] [optim_t 0.344] [lr 0.000653] [CE 3.927 (4.239)] [KD 2.290 (2.471)] +2024-10-19 14:36:59,711 - Train: 69.70% [872000/1251000] [697.0/1000.0] [batch_t 0.445 (0.376)] [data_t 0.015] [optim_t 0.430] [lr 0.000653] [CE 3.573 (3.946)] [KD 2.018 (2.254)] +2024-10-19 14:37:21,760 - Train: 69.71% [872050/1251000] [697.1/1000.0] [batch_t 0.393 (0.441)] [data_t 0.015] [optim_t 0.377] [lr 0.000653] [CE 3.571 (3.932)] [KD 2.035 (2.254)] +2024-10-19 14:37:43,809 - Train: 69.71% [872100/1251000] [697.1/1000.0] [batch_t 0.461 (0.441)] [data_t 0.015] [optim_t 0.446] [lr 0.000653] [CE 4.079 (3.893)] [KD 2.248 (2.242)] +2024-10-19 14:38:05,521 - Train: 69.72% [872150/1251000] [697.2/1000.0] [batch_t 0.448 (0.434)] [data_t 0.015] [optim_t 0.433] [lr 0.000653] [CE 4.170 (3.952)] [KD 2.277 (2.259)] +2024-10-19 14:38:26,545 - Train: 69.72% [872200/1251000] [697.2/1000.0] [batch_t 0.361 (0.420)] [data_t 0.016] [optim_t 0.345] [lr 0.000653] [CE 4.236 (3.971)] [KD 2.300 (2.286)] +2024-10-19 14:38:47,694 - Train: 69.72% [872250/1251000] [697.2/1000.0] [batch_t 0.361 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.000653] [CE 3.594 (3.931)] [KD 2.206 (2.272)] +2024-10-19 14:39:09,144 - Train: 69.73% [872300/1251000] [697.3/1000.0] [batch_t 0.432 (0.429)] [data_t 0.015] [optim_t 0.417] [lr 0.000652] [CE 4.172 (3.848)] [KD 2.336 (2.211)] +2024-10-19 14:39:30,763 - Train: 69.73% [872350/1251000] [697.3/1000.0] [batch_t 0.360 (0.432)] [data_t 0.015] [optim_t 0.345] [lr 0.000652] [CE 3.923 (4.003)] [KD 2.242 (2.306)] +2024-10-19 14:39:51,915 - Train: 69.74% [872400/1251000] [697.4/1000.0] [batch_t 0.360 (0.423)] [data_t 0.016] [optim_t 0.344] [lr 0.000652] [CE 4.352 (4.038)] [KD 2.734 (2.303)] +2024-10-19 14:40:13,135 - Train: 69.74% [872450/1251000] [697.4/1000.0] [batch_t 0.387 (0.424)] [data_t 0.016] [optim_t 0.371] [lr 0.000652] [CE 3.944 (3.955)] [KD 2.213 (2.268)] +2024-10-19 14:40:34,331 - Train: 69.74% [872500/1251000] [697.4/1000.0] [batch_t 0.472 (0.424)] [data_t 0.015] [optim_t 0.456] [lr 0.000652] [CE 3.839 (4.010)] [KD 2.261 (2.301)] +2024-10-19 14:40:55,604 - Train: 69.75% [872550/1251000] [697.5/1000.0] [batch_t 0.462 (0.425)] [data_t 0.015] [optim_t 0.446] [lr 0.000652] [CE 3.848 (3.966)] [KD 2.234 (2.290)] +2024-10-19 14:41:17,077 - Train: 69.75% [872600/1251000] [697.5/1000.0] [batch_t 0.518 (0.429)] [data_t 0.015] [optim_t 0.503] [lr 0.000652] [CE 3.688 (3.887)] [KD 2.160 (2.246)] +2024-10-19 14:41:38,962 - Train: 69.76% [872650/1251000] [697.6/1000.0] [batch_t 0.474 (0.438)] [data_t 0.015] [optim_t 0.458] [lr 0.000651] [CE 4.195 (3.931)] [KD 2.455 (2.295)] +2024-10-19 14:42:00,337 - Train: 69.76% [872700/1251000] [697.6/1000.0] [batch_t 0.420 (0.427)] [data_t 0.015] [optim_t 0.405] [lr 0.000651] [CE 4.132 (3.892)] [KD 2.457 (2.263)] +2024-10-19 14:42:21,630 - Train: 69.76% [872750/1251000] [697.6/1000.0] [batch_t 0.405 (0.426)] [data_t 0.015] [optim_t 0.390] [lr 0.000651] [CE 3.898 (3.948)] [KD 2.301 (2.284)] +2024-10-19 14:42:43,520 - Train: 69.77% [872800/1251000] [697.7/1000.0] [batch_t 0.439 (0.438)] [data_t 0.016] [optim_t 0.423] [lr 0.000651] [CE 4.232 (3.987)] [KD 2.474 (2.341)] +2024-10-19 14:43:05,128 - Train: 69.77% [872850/1251000] [697.7/1000.0] [batch_t 0.443 (0.432)] [data_t 0.016] [optim_t 0.427] [lr 0.000651] [CE 3.284 (3.910)] [KD 1.814 (2.288)] +2024-10-19 14:43:26,089 - Train: 69.78% [872900/1251000] [697.8/1000.0] [batch_t 0.362 (0.419)] [data_t 0.015] [optim_t 0.346] [lr 0.000651] [CE 3.827 (3.958)] [KD 2.256 (2.299)] +2024-10-19 14:43:47,202 - Train: 69.78% [872950/1251000] [697.8/1000.0] [batch_t 0.435 (0.422)] [data_t 0.015] [optim_t 0.419] [lr 0.000650] [CE 4.133 (3.987)] [KD 2.402 (2.307)] +2024-10-19 14:44:08,349 - Train: 69.78% [873000/1251000] [697.8/1000.0] [batch_t 0.488 (0.423)] [data_t 0.015] [optim_t 0.473] [lr 0.000650] [CE 4.133 (3.885)] [KD 2.431 (2.258)] +2024-10-19 14:44:29,049 - Train: 69.79% [873050/1251000] [697.9/1000.0] [batch_t 0.394 (0.414)] [data_t 0.015] [optim_t 0.378] [lr 0.000650] [CE 4.126 (3.945)] [KD 2.321 (2.303)] +2024-10-19 14:44:51,177 - Train: 69.79% [873100/1251000] [697.9/1000.0] [batch_t 0.414 (0.442)] [data_t 0.015] [optim_t 0.398] [lr 0.000650] [CE 3.489 (3.932)] [KD 2.084 (2.286)] +2024-10-19 14:45:13,190 - Train: 69.80% [873150/1251000] [698.0/1000.0] [batch_t 0.363 (0.440)] [data_t 0.015] [optim_t 0.347] [lr 0.000650] [CE 3.267 (3.972)] [KD 1.972 (2.322)] +2024-10-19 14:45:54,118 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 40027] [top5_cnt 47596] [top_all 50000] +2024-10-19 14:45:54,118 - net: 80.054 (95.192) +2024-10-19 14:46:15,643 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41148] [top5_cnt 48099] [top_all 50000] +2024-10-19 14:46:15,644 - net_E: 82.296 (96.198) +2024-10-19 14:46:15,777 - Max [top1: 80.356 (epoch: 694)] [top1-ema: 82.358 (epoch: 697)] +2024-10-19 14:46:15,777 - ==> Total time: 4 days, 15:04:24 Eta: 2 days, 0:03:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 14:46:22,681 - Train: 69.80% [873200/1251000] [698.0/1000.0] [batch_t 0.997 (2.796)] [data_t 0.656] [optim_t 0.341] [lr 0.000650] [CE 3.693 (3.728)] [KD 2.001 (2.097)] +2024-10-19 14:46:42,915 - Train: 69.80% [873250/1251000] [698.0/1000.0] [batch_t 0.363 (0.405)] [data_t 0.015] [optim_t 0.347] [lr 0.000650] [CE 4.326 (3.947)] [KD 2.535 (2.258)] +2024-10-19 14:47:05,069 - Train: 69.81% [873300/1251000] [698.1/1000.0] [batch_t 0.432 (0.443)] [data_t 0.015] [optim_t 0.417] [lr 0.000649] [CE 4.270 (3.928)] [KD 2.581 (2.274)] +2024-10-19 14:47:26,691 - Train: 69.81% [873350/1251000] [698.1/1000.0] [batch_t 0.396 (0.432)] [data_t 0.015] [optim_t 0.381] [lr 0.000649] [CE 3.431 (3.909)] [KD 2.026 (2.266)] +2024-10-19 14:47:48,387 - Train: 69.82% [873400/1251000] [698.2/1000.0] [batch_t 0.411 (0.434)] [data_t 0.015] [optim_t 0.396] [lr 0.000649] [CE 3.651 (3.957)] [KD 2.272 (2.284)] +2024-10-19 14:48:09,068 - Train: 69.82% [873450/1251000] [698.2/1000.0] [batch_t 0.362 (0.414)] [data_t 0.015] [optim_t 0.347] [lr 0.000649] [CE 4.043 (3.997)] [KD 2.308 (2.297)] +2024-10-19 14:48:30,589 - Train: 69.82% [873500/1251000] [698.2/1000.0] [batch_t 0.443 (0.430)] [data_t 0.015] [optim_t 0.428] [lr 0.000649] [CE 3.743 (4.015)] [KD 2.192 (2.318)] +2024-10-19 14:48:52,010 - Train: 69.83% [873550/1251000] [698.3/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.000649] [CE 3.529 (3.962)] [KD 2.048 (2.288)] +2024-10-19 14:49:13,485 - Train: 69.83% [873600/1251000] [698.3/1000.0] [batch_t 0.409 (0.429)] [data_t 0.015] [optim_t 0.394] [lr 0.000648] [CE 4.083 (3.911)] [KD 2.326 (2.259)] +2024-10-19 14:49:35,452 - Train: 69.84% [873650/1251000] [698.4/1000.0] [batch_t 0.449 (0.439)] [data_t 0.015] [optim_t 0.434] [lr 0.000648] [CE 3.669 (3.974)] [KD 2.243 (2.309)] +2024-10-19 14:49:56,868 - Train: 69.84% [873700/1251000] [698.4/1000.0] [batch_t 0.391 (0.428)] [data_t 0.015] [optim_t 0.375] [lr 0.000648] [CE 3.671 (3.903)] [KD 2.024 (2.263)] +2024-10-19 14:50:18,088 - Train: 69.84% [873750/1251000] [698.4/1000.0] [batch_t 0.509 (0.424)] [data_t 0.015] [optim_t 0.493] [lr 0.000648] [CE 3.704 (3.992)] [KD 2.153 (2.264)] +2024-10-19 14:50:39,531 - Train: 69.85% [873800/1251000] [698.5/1000.0] [batch_t 0.432 (0.429)] [data_t 0.015] [optim_t 0.417] [lr 0.000648] [CE 3.334 (3.899)] [KD 1.996 (2.220)] +2024-10-19 14:51:01,415 - Train: 69.85% [873850/1251000] [698.5/1000.0] [batch_t 0.443 (0.438)] [data_t 0.015] [optim_t 0.427] [lr 0.000648] [CE 4.346 (3.967)] [KD 2.420 (2.277)] +2024-10-19 14:51:22,772 - Train: 69.86% [873900/1251000] [698.6/1000.0] [batch_t 0.365 (0.427)] [data_t 0.015] [optim_t 0.349] [lr 0.000648] [CE 3.840 (3.986)] [KD 2.169 (2.293)] +2024-10-19 14:51:43,896 - Train: 69.86% [873950/1251000] [698.6/1000.0] [batch_t 0.386 (0.422)] [data_t 0.015] [optim_t 0.371] [lr 0.000647] [CE 4.126 (4.017)] [KD 2.402 (2.347)] +2024-10-19 14:52:05,033 - Train: 69.86% [874000/1251000] [698.6/1000.0] [batch_t 0.368 (0.423)] [data_t 0.016] [optim_t 0.352] [lr 0.000647] [CE 3.931 (3.891)] [KD 2.292 (2.232)] +2024-10-19 14:52:25,861 - Train: 69.87% [874050/1251000] [698.7/1000.0] [batch_t 0.417 (0.416)] [data_t 0.015] [optim_t 0.402] [lr 0.000647] [CE 4.320 (3.982)] [KD 2.396 (2.279)] +2024-10-19 14:52:47,038 - Train: 69.87% [874100/1251000] [698.7/1000.0] [batch_t 0.437 (0.423)] [data_t 0.015] [optim_t 0.421] [lr 0.000647] [CE 4.285 (3.948)] [KD 2.524 (2.287)] +2024-10-19 14:53:08,868 - Train: 69.88% [874150/1251000] [698.8/1000.0] [batch_t 0.483 (0.437)] [data_t 0.015] [optim_t 0.467] [lr 0.000647] [CE 4.135 (3.938)] [KD 2.467 (2.256)] +2024-10-19 14:53:30,397 - Train: 69.88% [874200/1251000] [698.8/1000.0] [batch_t 0.425 (0.430)] [data_t 0.016] [optim_t 0.409] [lr 0.000647] [CE 4.366 (4.016)] [KD 2.466 (2.332)] +2024-10-19 14:53:52,550 - Train: 69.88% [874250/1251000] [698.8/1000.0] [batch_t 0.486 (0.443)] [data_t 0.015] [optim_t 0.471] [lr 0.000647] [CE 3.733 (3.947)] [KD 2.089 (2.279)] +2024-10-19 14:54:14,829 - Train: 69.89% [874300/1251000] [698.9/1000.0] [batch_t 0.411 (0.445)] [data_t 0.015] [optim_t 0.396] [lr 0.000646] [CE 3.465 (3.943)] [KD 1.899 (2.278)] +2024-10-19 14:54:37,176 - Train: 69.89% [874350/1251000] [698.9/1000.0] [batch_t 0.417 (0.447)] [data_t 0.015] [optim_t 0.402] [lr 0.000646] [CE 4.051 (3.933)] [KD 2.429 (2.280)] +2024-10-19 14:54:59,571 - Train: 69.90% [874400/1251000] [699.0/1000.0] [batch_t 0.499 (0.448)] [data_t 0.015] [optim_t 0.483] [lr 0.000646] [CE 4.078 (3.962)] [KD 2.304 (2.301)] +2024-10-19 14:55:42,235 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 40183] [top5_cnt 47685] [top_all 50000] +2024-10-19 14:55:42,236 - net: 80.366 (95.370) +2024-10-19 14:56:03,257 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 41156] [top5_cnt 48079] [top_all 50000] +2024-10-19 14:56:03,258 - net_E: 82.312 (96.158) +2024-10-19 14:56:03,376 - Max [top1: 80.366 (epoch: 699)] [top1-ema: 82.358 (epoch: 697)] +2024-10-19 14:56:03,377 - ==> Total time: 4 days, 15:14:11 Eta: 1 day, 23:54:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 14:56:12,619 - Train: 69.90% [874450/1251000] [699.0/1000.0] [batch_t 2.198 (2.198)] [data_t 1.824] [optim_t 0.374] [lr 0.000646] [CE 3.770 (3.770)] [KD 2.157 (2.157)] +2024-10-19 14:56:32,365 - Train: 69.90% [874500/1251000] [699.0/1000.0] [batch_t 0.362 (0.395)] [data_t 0.016] [optim_t 0.347] [lr 0.000646] [CE 4.137 (3.917)] [KD 2.258 (2.262)] +2024-10-19 14:56:53,446 - Train: 69.91% [874550/1251000] [699.1/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.347] [lr 0.000646] [CE 3.748 (3.927)] [KD 2.184 (2.272)] +2024-10-19 14:57:13,899 - Train: 69.91% [874600/1251000] [699.1/1000.0] [batch_t 0.395 (0.409)] [data_t 0.050] [optim_t 0.345] [lr 0.000645] [CE 4.373 (3.961)] [KD 2.477 (2.293)] +2024-10-19 14:57:35,225 - Train: 69.92% [874650/1251000] [699.2/1000.0] [batch_t 0.484 (0.426)] [data_t 0.141] [optim_t 0.343] [lr 0.000645] [CE 4.483 (3.984)] [KD 2.749 (2.332)] +2024-10-19 14:57:57,378 - Train: 69.92% [874700/1251000] [699.2/1000.0] [batch_t 0.425 (0.443)] [data_t 0.075] [optim_t 0.349] [lr 0.000645] [CE 3.556 (3.933)] [KD 2.178 (2.287)] +2024-10-19 14:58:19,092 - Train: 69.92% [874750/1251000] [699.2/1000.0] [batch_t 0.481 (0.434)] [data_t 0.136] [optim_t 0.345] [lr 0.000645] [CE 4.269 (3.949)] [KD 2.361 (2.295)] +2024-10-19 14:58:40,810 - Train: 69.93% [874800/1251000] [699.3/1000.0] [batch_t 0.504 (0.434)] [data_t 0.015] [optim_t 0.489] [lr 0.000645] [CE 3.750 (3.958)] [KD 2.179 (2.278)] +2024-10-19 14:59:01,487 - Train: 69.93% [874850/1251000] [699.3/1000.0] [batch_t 0.471 (0.413)] [data_t 0.016] [optim_t 0.455] [lr 0.000645] [CE 4.242 (3.970)] [KD 2.493 (2.297)] +2024-10-19 14:59:23,301 - Train: 69.94% [874900/1251000] [699.4/1000.0] [batch_t 0.417 (0.436)] [data_t 0.016] [optim_t 0.401] [lr 0.000645] [CE 3.971 (3.969)] [KD 2.283 (2.296)] +2024-10-19 14:59:43,859 - Train: 69.94% [874950/1251000] [699.4/1000.0] [batch_t 0.360 (0.411)] [data_t 0.016] [optim_t 0.344] [lr 0.000644] [CE 4.321 (3.985)] [KD 2.394 (2.264)] +2024-10-19 15:00:04,859 - Train: 69.94% [875000/1251000] [699.4/1000.0] [batch_t 0.414 (0.420)] [data_t 0.015] [optim_t 0.399] [lr 0.000644] [CE 4.298 (3.919)] [KD 2.350 (2.251)] +2024-10-19 15:00:25,382 - Train: 69.95% [875050/1251000] [699.5/1000.0] [batch_t 0.456 (0.410)] [data_t 0.015] [optim_t 0.441] [lr 0.000644] [CE 3.872 (3.916)] [KD 2.136 (2.269)] +2024-10-19 15:00:46,303 - Train: 69.95% [875100/1251000] [699.5/1000.0] [batch_t 0.396 (0.418)] [data_t 0.015] [optim_t 0.380] [lr 0.000644] [CE 4.015 (3.939)] [KD 2.391 (2.249)] +2024-10-19 15:01:07,412 - Train: 69.96% [875150/1251000] [699.6/1000.0] [batch_t 0.451 (0.422)] [data_t 0.105] [optim_t 0.346] [lr 0.000644] [CE 4.303 (3.992)] [KD 2.464 (2.316)] +2024-10-19 15:01:29,053 - Train: 69.96% [875200/1251000] [699.6/1000.0] [batch_t 0.414 (0.433)] [data_t 0.072] [optim_t 0.343] [lr 0.000644] [CE 3.854 (3.955)] [KD 2.180 (2.278)] +2024-10-19 15:01:51,081 - Train: 69.96% [875250/1251000] [699.6/1000.0] [batch_t 0.427 (0.440)] [data_t 0.081] [optim_t 0.346] [lr 0.000644] [CE 4.063 (3.943)] [KD 2.292 (2.266)] +2024-10-19 15:02:12,511 - Train: 69.97% [875300/1251000] [699.7/1000.0] [batch_t 0.461 (0.428)] [data_t 0.118] [optim_t 0.344] [lr 0.000643] [CE 2.967 (3.913)] [KD 1.875 (2.262)] +2024-10-19 15:02:34,371 - Train: 69.97% [875350/1251000] [699.7/1000.0] [batch_t 0.425 (0.437)] [data_t 0.080] [optim_t 0.344] [lr 0.000643] [CE 4.047 (4.005)] [KD 2.269 (2.319)] +2024-10-19 15:02:56,311 - Train: 69.98% [875400/1251000] [699.8/1000.0] [batch_t 0.410 (0.439)] [data_t 0.066] [optim_t 0.344] [lr 0.000643] [CE 4.119 (3.952)] [KD 2.210 (2.268)] +2024-10-19 15:03:17,474 - Train: 69.98% [875450/1251000] [699.8/1000.0] [batch_t 0.434 (0.423)] [data_t 0.090] [optim_t 0.345] [lr 0.000643] [CE 3.901 (4.004)] [KD 2.189 (2.309)] +2024-10-19 15:03:39,651 - Train: 69.98% [875500/1251000] [699.8/1000.0] [batch_t 0.371 (0.443)] [data_t 0.015] [optim_t 0.356] [lr 0.000643] [CE 3.702 (3.970)] [KD 2.291 (2.328)] +2024-10-19 15:04:01,243 - Train: 69.99% [875550/1251000] [699.9/1000.0] [batch_t 0.485 (0.432)] [data_t 0.136] [optim_t 0.349] [lr 0.000643] [CE 4.179 (3.930)] [KD 2.345 (2.279)] +2024-10-19 15:04:22,496 - Train: 69.99% [875600/1251000] [699.9/1000.0] [batch_t 0.446 (0.425)] [data_t 0.099] [optim_t 0.347] [lr 0.000642] [CE 4.022 (4.064)] [KD 2.318 (2.335)] +2024-10-19 15:04:44,421 - Train: 70.00% [875650/1251000] [700.0/1000.0] [batch_t 0.436 (0.438)] [data_t 0.016] [optim_t 0.421] [lr 0.000642] [CE 3.968 (3.899)] [KD 2.315 (2.271)] +2024-10-19 15:05:05,729 - Train: 70.00% [875700/1251000] [700.0/1000.0] [batch_t 0.357 (0.426)] [data_t 0.015] [optim_t 0.342] [lr 0.000642] [CE 3.530 (3.991)] [KD 1.993 (2.306)] +2024-10-19 15:05:28,367 - Test (net): 100.00% [50/50] [batch_t 0.146 (0.448)] [top1_cnt 40065] [top5_cnt 47634] [top_all 50000] +2024-10-19 15:05:28,368 - net: 80.130 (95.268) +2024-10-19 15:05:50,768 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.440)] [top1_cnt 41138] [top5_cnt 48085] [top_all 50000] +2024-10-19 15:05:50,768 - net_E: 82.276 (96.170) +2024-10-19 15:05:50,940 - Max [top1: 80.366 (epoch: 699)] [top1-ema: 82.358 (epoch: 697)] +2024-10-19 15:05:50,941 - ==> Total time: 4 days, 15:23:59 Eta: 1 day, 23:44:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 15:06:17,449 - Train: 70.00% [875750/1251000] [700.0/1000.0] [batch_t 0.488 (0.498)] [data_t 0.015] [optim_t 0.473] [lr 0.000642] [CE 3.641 (3.932)] [KD 2.032 (2.292)] +2024-10-19 15:06:38,910 - Train: 70.01% [875800/1251000] [700.1/1000.0] [batch_t 0.386 (0.429)] [data_t 0.043] [optim_t 0.343] [lr 0.000642] [CE 3.918 (3.951)] [KD 2.194 (2.270)] +2024-10-19 15:07:00,226 - Train: 70.01% [875850/1251000] [700.1/1000.0] [batch_t 0.437 (0.426)] [data_t 0.094] [optim_t 0.343] [lr 0.000642] [CE 4.161 (3.964)] [KD 2.584 (2.289)] +2024-10-19 15:07:21,316 - Train: 70.02% [875900/1251000] [700.2/1000.0] [batch_t 0.391 (0.422)] [data_t 0.047] [optim_t 0.344] [lr 0.000642] [CE 3.814 (3.930)] [KD 2.213 (2.257)] +2024-10-19 15:07:42,689 - Train: 70.02% [875950/1251000] [700.2/1000.0] [batch_t 0.396 (0.427)] [data_t 0.054] [optim_t 0.342] [lr 0.000641] [CE 3.878 (3.978)] [KD 2.280 (2.267)] +2024-10-19 15:08:04,559 - Train: 70.02% [876000/1251000] [700.2/1000.0] [batch_t 0.466 (0.437)] [data_t 0.122] [optim_t 0.344] [lr 0.000641] [CE 3.920 (3.920)] [KD 2.263 (2.259)] +2024-10-19 15:08:26,087 - Train: 70.03% [876050/1251000] [700.3/1000.0] [batch_t 0.366 (0.430)] [data_t 0.015] [optim_t 0.350] [lr 0.000641] [CE 4.389 (3.926)] [KD 2.504 (2.253)] +2024-10-19 15:08:47,429 - Train: 70.03% [876100/1251000] [700.3/1000.0] [batch_t 0.443 (0.427)] [data_t 0.094] [optim_t 0.349] [lr 0.000641] [CE 3.824 (3.943)] [KD 2.135 (2.281)] +2024-10-19 15:09:09,050 - Train: 70.04% [876150/1251000] [700.4/1000.0] [batch_t 0.440 (0.432)] [data_t 0.097] [optim_t 0.343] [lr 0.000641] [CE 4.237 (4.010)] [KD 2.429 (2.329)] +2024-10-19 15:09:31,001 - Train: 70.04% [876200/1251000] [700.4/1000.0] [batch_t 0.361 (0.439)] [data_t 0.015] [optim_t 0.345] [lr 0.000641] [CE 4.129 (3.951)] [KD 2.403 (2.293)] +2024-10-19 15:09:52,604 - Train: 70.04% [876250/1251000] [700.4/1000.0] [batch_t 0.384 (0.432)] [data_t 0.038] [optim_t 0.346] [lr 0.000640] [CE 3.250 (3.889)] [KD 1.868 (2.221)] +2024-10-19 15:10:14,017 - Train: 70.05% [876300/1251000] [700.5/1000.0] [batch_t 0.433 (0.428)] [data_t 0.088] [optim_t 0.345] [lr 0.000640] [CE 4.612 (3.947)] [KD 2.417 (2.268)] +2024-10-19 15:10:35,826 - Train: 70.05% [876350/1251000] [700.5/1000.0] [batch_t 0.463 (0.436)] [data_t 0.120] [optim_t 0.343] [lr 0.000640] [CE 3.443 (3.947)] [KD 2.055 (2.276)] +2024-10-19 15:10:57,588 - Train: 70.06% [876400/1251000] [700.6/1000.0] [batch_t 0.364 (0.435)] [data_t 0.015] [optim_t 0.349] [lr 0.000640] [CE 4.113 (3.966)] [KD 2.581 (2.301)] +2024-10-19 15:11:18,673 - Train: 70.06% [876450/1251000] [700.6/1000.0] [batch_t 0.446 (0.422)] [data_t 0.100] [optim_t 0.346] [lr 0.000640] [CE 4.111 (3.976)] [KD 2.341 (2.276)] +2024-10-19 15:11:40,508 - Train: 70.06% [876500/1251000] [700.6/1000.0] [batch_t 0.432 (0.437)] [data_t 0.015] [optim_t 0.416] [lr 0.000640] [CE 3.910 (4.000)] [KD 2.276 (2.289)] +2024-10-19 15:12:01,757 - Train: 70.07% [876550/1251000] [700.7/1000.0] [batch_t 0.419 (0.425)] [data_t 0.016] [optim_t 0.403] [lr 0.000640] [CE 3.385 (3.941)] [KD 2.032 (2.269)] +2024-10-19 15:12:23,544 - Train: 70.07% [876600/1251000] [700.7/1000.0] [batch_t 0.368 (0.436)] [data_t 0.016] [optim_t 0.353] [lr 0.000639] [CE 3.607 (4.040)] [KD 2.160 (2.317)] +2024-10-19 15:12:44,716 - Train: 70.08% [876650/1251000] [700.8/1000.0] [batch_t 0.378 (0.423)] [data_t 0.031] [optim_t 0.347] [lr 0.000639] [CE 3.739 (3.967)] [KD 2.131 (2.274)] +2024-10-19 15:13:06,689 - Train: 70.08% [876700/1251000] [700.8/1000.0] [batch_t 0.401 (0.439)] [data_t 0.015] [optim_t 0.386] [lr 0.000639] [CE 3.892 (3.947)] [KD 2.180 (2.278)] +2024-10-19 15:13:28,853 - Train: 70.08% [876750/1251000] [700.8/1000.0] [batch_t 0.448 (0.443)] [data_t 0.015] [optim_t 0.433] [lr 0.000639] [CE 3.981 (3.934)] [KD 2.287 (2.273)] +2024-10-19 15:13:51,019 - Train: 70.09% [876800/1251000] [700.9/1000.0] [batch_t 0.498 (0.443)] [data_t 0.016] [optim_t 0.483] [lr 0.000639] [CE 4.459 (3.940)] [KD 2.326 (2.266)] +2024-10-19 15:14:13,357 - Train: 70.09% [876850/1251000] [700.9/1000.0] [batch_t 0.433 (0.447)] [data_t 0.015] [optim_t 0.418] [lr 0.000639] [CE 3.557 (3.996)] [KD 2.154 (2.305)] +2024-10-19 15:14:35,633 - Train: 70.10% [876900/1251000] [701.0/1000.0] [batch_t 0.464 (0.445)] [data_t 0.015] [optim_t 0.449] [lr 0.000639] [CE 4.176 (3.968)] [KD 2.445 (2.309)] +2024-10-19 15:14:55,800 - Train: 70.10% [876950/1251000] [701.0/1000.0] [batch_t 0.360 (0.403)] [data_t 0.015] [optim_t 0.345] [lr 0.000638] [CE 4.448 (3.961)] [KD 2.373 (2.260)] +2024-10-19 15:15:18,437 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 40150] [top5_cnt 47656] [top_all 50000] +2024-10-19 15:15:18,438 - net: 80.300 (95.312) +2024-10-19 15:15:40,757 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 41155] [top5_cnt 48086] [top_all 50000] +2024-10-19 15:15:40,758 - net_E: 82.310 (96.172) +2024-10-19 15:15:40,910 - Max [top1: 80.366 (epoch: 699)] [top1-ema: 82.358 (epoch: 697)] +2024-10-19 15:15:40,911 - ==> Total time: 4 days, 15:33:49 Eta: 1 day, 23:35:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 15:16:05,776 - Train: 70.10% [877000/1251000] [701.0/1000.0] [batch_t 0.422 (0.470)] [data_t 0.076] [optim_t 0.346] [lr 0.000638] [CE 4.091 (4.032)] [KD 2.378 (2.282)] +2024-10-19 15:16:27,646 - Train: 70.11% [877050/1251000] [701.1/1000.0] [batch_t 0.361 (0.437)] [data_t 0.015] [optim_t 0.346] [lr 0.000638] [CE 4.326 (3.901)] [KD 2.430 (2.229)] +2024-10-19 15:16:50,146 - Train: 70.11% [877100/1251000] [701.1/1000.0] [batch_t 0.438 (0.450)] [data_t 0.016] [optim_t 0.423] [lr 0.000638] [CE 3.730 (3.915)] [KD 2.178 (2.220)] +2024-10-19 15:17:11,627 - Train: 70.12% [877150/1251000] [701.2/1000.0] [batch_t 0.367 (0.429)] [data_t 0.015] [optim_t 0.352] [lr 0.000638] [CE 3.972 (3.948)] [KD 2.294 (2.288)] +2024-10-19 15:17:32,335 - Train: 70.12% [877200/1251000] [701.2/1000.0] [batch_t 0.375 (0.414)] [data_t 0.016] [optim_t 0.359] [lr 0.000638] [CE 4.036 (4.004)] [KD 2.288 (2.292)] +2024-10-19 15:17:53,740 - Train: 70.12% [877250/1251000] [701.2/1000.0] [batch_t 0.419 (0.428)] [data_t 0.016] [optim_t 0.403] [lr 0.000637] [CE 4.170 (4.020)] [KD 2.327 (2.313)] +2024-10-19 15:18:15,742 - Train: 70.13% [877300/1251000] [701.3/1000.0] [batch_t 0.378 (0.440)] [data_t 0.015] [optim_t 0.363] [lr 0.000637] [CE 3.824 (3.967)] [KD 2.330 (2.294)] +2024-10-19 15:18:37,953 - Train: 70.13% [877350/1251000] [701.3/1000.0] [batch_t 0.506 (0.444)] [data_t 0.015] [optim_t 0.490] [lr 0.000637] [CE 4.481 (3.940)] [KD 2.616 (2.277)] +2024-10-19 15:19:00,294 - Train: 70.14% [877400/1251000] [701.4/1000.0] [batch_t 0.440 (0.447)] [data_t 0.015] [optim_t 0.425] [lr 0.000637] [CE 4.017 (3.949)] [KD 2.232 (2.274)] +2024-10-19 15:19:22,512 - Train: 70.14% [877450/1251000] [701.4/1000.0] [batch_t 0.478 (0.444)] [data_t 0.016] [optim_t 0.463] [lr 0.000637] [CE 4.201 (3.986)] [KD 2.340 (2.300)] +2024-10-19 15:19:44,866 - Train: 70.14% [877500/1251000] [701.4/1000.0] [batch_t 0.452 (0.447)] [data_t 0.016] [optim_t 0.437] [lr 0.000637] [CE 3.361 (3.941)] [KD 1.918 (2.266)] +2024-10-19 15:20:06,841 - Train: 70.15% [877550/1251000] [701.5/1000.0] [batch_t 0.438 (0.439)] [data_t 0.016] [optim_t 0.422] [lr 0.000637] [CE 3.708 (4.035)] [KD 2.224 (2.346)] +2024-10-19 15:20:28,952 - Train: 70.15% [877600/1251000] [701.5/1000.0] [batch_t 0.398 (0.442)] [data_t 0.015] [optim_t 0.383] [lr 0.000636] [CE 3.885 (3.917)] [KD 2.282 (2.283)] +2024-10-19 15:20:50,811 - Train: 70.16% [877650/1251000] [701.6/1000.0] [batch_t 0.451 (0.437)] [data_t 0.015] [optim_t 0.436] [lr 0.000636] [CE 4.088 (3.951)] [KD 2.297 (2.274)] +2024-10-19 15:21:12,719 - Train: 70.16% [877700/1251000] [701.6/1000.0] [batch_t 0.464 (0.438)] [data_t 0.016] [optim_t 0.448] [lr 0.000636] [CE 3.497 (4.037)] [KD 2.103 (2.337)] +2024-10-19 15:21:34,962 - Train: 70.16% [877750/1251000] [701.6/1000.0] [batch_t 0.463 (0.445)] [data_t 0.015] [optim_t 0.448] [lr 0.000636] [CE 4.384 (4.035)] [KD 2.498 (2.343)] +2024-10-19 15:21:57,411 - Train: 70.17% [877800/1251000] [701.7/1000.0] [batch_t 0.467 (0.449)] [data_t 0.015] [optim_t 0.452] [lr 0.000636] [CE 4.327 (3.986)] [KD 2.397 (2.296)] +2024-10-19 15:22:19,321 - Train: 70.17% [877850/1251000] [701.7/1000.0] [batch_t 0.461 (0.438)] [data_t 0.015] [optim_t 0.445] [lr 0.000636] [CE 4.210 (3.964)] [KD 2.349 (2.284)] +2024-10-19 15:22:41,490 - Train: 70.18% [877900/1251000] [701.8/1000.0] [batch_t 0.427 (0.443)] [data_t 0.016] [optim_t 0.412] [lr 0.000636] [CE 4.216 (4.012)] [KD 2.398 (2.312)] +2024-10-19 15:23:03,538 - Train: 70.18% [877950/1251000] [701.8/1000.0] [batch_t 0.452 (0.441)] [data_t 0.015] [optim_t 0.436] [lr 0.000635] [CE 4.011 (3.980)] [KD 2.244 (2.290)] +2024-10-19 15:23:25,165 - Train: 70.18% [878000/1251000] [701.8/1000.0] [batch_t 0.374 (0.432)] [data_t 0.015] [optim_t 0.358] [lr 0.000635] [CE 3.750 (4.004)] [KD 2.233 (2.319)] +2024-10-19 15:23:46,279 - Train: 70.19% [878050/1251000] [701.9/1000.0] [batch_t 0.432 (0.422)] [data_t 0.015] [optim_t 0.417] [lr 0.000635] [CE 3.946 (3.966)] [KD 2.175 (2.251)] +2024-10-19 15:24:08,210 - Train: 70.19% [878100/1251000] [701.9/1000.0] [batch_t 0.448 (0.438)] [data_t 0.015] [optim_t 0.433] [lr 0.000635] [CE 3.482 (3.986)] [KD 1.867 (2.280)] +2024-10-19 15:24:30,649 - Train: 70.20% [878150/1251000] [702.0/1000.0] [batch_t 0.416 (0.449)] [data_t 0.016] [optim_t 0.400] [lr 0.000635] [CE 3.555 (3.980)] [KD 2.064 (2.298)] +2024-10-19 15:24:52,364 - Train: 70.20% [878200/1251000] [702.0/1000.0] [batch_t 0.363 (0.434)] [data_t 0.015] [optim_t 0.348] [lr 0.000635] [CE 3.786 (3.919)] [KD 2.106 (2.267)] +2024-10-19 15:25:16,605 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.465)] [top1_cnt 40220] [top5_cnt 47684] [top_all 50000] +2024-10-19 15:25:16,606 - net: 80.440 (95.368) +2024-10-19 15:25:38,278 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 41166] [top5_cnt 48077] [top_all 50000] +2024-10-19 15:25:38,279 - net_E: 82.332 (96.154) +2024-10-19 15:25:38,493 - Max [top1: 80.440 (epoch: 702)] [top1-ema: 82.358 (epoch: 697)] +2024-10-19 15:25:38,494 - ==> Total time: 4 days, 15:43:47 Eta: 1 day, 23:25:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 15:26:04,354 - Train: 70.20% [878250/1251000] [702.0/1000.0] [batch_t 0.360 (0.450)] [data_t 0.015] [optim_t 0.345] [lr 0.000634] [CE 4.147 (3.974)] [KD 2.300 (2.263)] +2024-10-19 15:26:25,288 - Train: 70.21% [878300/1251000] [702.1/1000.0] [batch_t 0.359 (0.419)] [data_t 0.016] [optim_t 0.343] [lr 0.000634] [CE 4.074 (3.928)] [KD 2.508 (2.278)] +2024-10-19 15:26:47,355 - Train: 70.21% [878350/1251000] [702.1/1000.0] [batch_t 0.455 (0.441)] [data_t 0.016] [optim_t 0.440] [lr 0.000634] [CE 4.035 (4.014)] [KD 2.288 (2.328)] +2024-10-19 15:27:08,493 - Train: 70.22% [878400/1251000] [702.2/1000.0] [batch_t 0.362 (0.423)] [data_t 0.016] [optim_t 0.347] [lr 0.000634] [CE 3.716 (3.937)] [KD 2.080 (2.253)] +2024-10-19 15:27:29,615 - Train: 70.22% [878450/1251000] [702.2/1000.0] [batch_t 0.389 (0.422)] [data_t 0.016] [optim_t 0.374] [lr 0.000634] [CE 3.906 (3.996)] [KD 2.138 (2.305)] +2024-10-19 15:27:52,515 - Train: 70.22% [878500/1251000] [702.2/1000.0] [batch_t 0.360 (0.458)] [data_t 0.015] [optim_t 0.344] [lr 0.000634] [CE 4.156 (3.954)] [KD 2.231 (2.291)] +2024-10-19 15:28:14,200 - Train: 70.23% [878550/1251000] [702.3/1000.0] [batch_t 0.456 (0.434)] [data_t 0.015] [optim_t 0.440] [lr 0.000634] [CE 3.989 (4.013)] [KD 2.292 (2.285)] +2024-10-19 15:28:36,363 - Train: 70.23% [878600/1251000] [702.3/1000.0] [batch_t 0.437 (0.443)] [data_t 0.015] [optim_t 0.422] [lr 0.000633] [CE 3.861 (3.947)] [KD 2.324 (2.276)] +2024-10-19 15:28:58,029 - Train: 70.24% [878650/1251000] [702.4/1000.0] [batch_t 0.410 (0.433)] [data_t 0.015] [optim_t 0.394] [lr 0.000633] [CE 3.541 (3.921)] [KD 2.123 (2.239)] +2024-10-19 15:29:20,274 - Train: 70.24% [878700/1251000] [702.4/1000.0] [batch_t 0.400 (0.445)] [data_t 0.015] [optim_t 0.385] [lr 0.000633] [CE 3.877 (4.018)] [KD 2.281 (2.319)] +2024-10-19 15:29:42,249 - Train: 70.24% [878750/1251000] [702.4/1000.0] [batch_t 0.479 (0.439)] [data_t 0.016] [optim_t 0.463] [lr 0.000633] [CE 4.043 (3.893)] [KD 2.293 (2.251)] +2024-10-19 15:30:03,696 - Train: 70.25% [878800/1251000] [702.5/1000.0] [batch_t 0.444 (0.429)] [data_t 0.015] [optim_t 0.429] [lr 0.000633] [CE 4.071 (3.987)] [KD 2.264 (2.277)] +2024-10-19 15:30:24,428 - Train: 70.25% [878850/1251000] [702.5/1000.0] [batch_t 0.449 (0.415)] [data_t 0.015] [optim_t 0.434] [lr 0.000633] [CE 3.879 (3.946)] [KD 2.228 (2.297)] +2024-10-19 15:30:45,528 - Train: 70.26% [878900/1251000] [702.6/1000.0] [batch_t 0.413 (0.422)] [data_t 0.016] [optim_t 0.397] [lr 0.000633] [CE 3.812 (3.915)] [KD 2.192 (2.247)] +2024-10-19 15:31:06,965 - Train: 70.26% [878950/1251000] [702.6/1000.0] [batch_t 0.433 (0.429)] [data_t 0.015] [optim_t 0.417] [lr 0.000632] [CE 3.909 (4.043)] [KD 2.140 (2.313)] +2024-10-19 15:31:27,843 - Train: 70.26% [879000/1251000] [702.6/1000.0] [batch_t 0.436 (0.417)] [data_t 0.015] [optim_t 0.421] [lr 0.000632] [CE 3.655 (3.910)] [KD 2.186 (2.236)] +2024-10-19 15:31:49,857 - Train: 70.27% [879050/1251000] [702.7/1000.0] [batch_t 0.470 (0.440)] [data_t 0.015] [optim_t 0.454] [lr 0.000632] [CE 3.317 (3.991)] [KD 2.077 (2.322)] +2024-10-19 15:32:11,652 - Train: 70.27% [879100/1251000] [702.7/1000.0] [batch_t 0.388 (0.436)] [data_t 0.015] [optim_t 0.373] [lr 0.000632] [CE 3.799 (3.960)] [KD 2.214 (2.288)] +2024-10-19 15:32:33,309 - Train: 70.28% [879150/1251000] [702.8/1000.0] [batch_t 0.404 (0.433)] [data_t 0.015] [optim_t 0.389] [lr 0.000632] [CE 3.720 (3.865)] [KD 2.110 (2.223)] +2024-10-19 15:32:55,425 - Train: 70.28% [879200/1251000] [702.8/1000.0] [batch_t 0.499 (0.442)] [data_t 0.015] [optim_t 0.484] [lr 0.000632] [CE 3.774 (3.953)] [KD 2.142 (2.285)] +2024-10-19 15:33:17,702 - Train: 70.28% [879250/1251000] [702.8/1000.0] [batch_t 0.470 (0.445)] [data_t 0.016] [optim_t 0.454] [lr 0.000631] [CE 4.095 (3.881)] [KD 2.313 (2.250)] +2024-10-19 15:33:40,157 - Train: 70.29% [879300/1251000] [702.9/1000.0] [batch_t 0.365 (0.449)] [data_t 0.015] [optim_t 0.349] [lr 0.000631] [CE 3.759 (3.996)] [KD 2.254 (2.298)] +2024-10-19 15:34:01,900 - Train: 70.29% [879350/1251000] [702.9/1000.0] [batch_t 0.435 (0.435)] [data_t 0.015] [optim_t 0.420] [lr 0.000631] [CE 4.205 (3.956)] [KD 2.493 (2.267)] +2024-10-19 15:34:23,613 - Train: 70.30% [879400/1251000] [703.0/1000.0] [batch_t 0.366 (0.434)] [data_t 0.015] [optim_t 0.350] [lr 0.000631] [CE 3.675 (3.860)] [KD 2.139 (2.245)] +2024-10-19 15:34:43,576 - Train: 70.30% [879450/1251000] [703.0/1000.0] [batch_t 0.359 (0.399)] [data_t 0.015] [optim_t 0.344] [lr 0.000631] [CE 3.844 (3.971)] [KD 2.371 (2.326)] +2024-10-19 15:35:06,957 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 40101] [top5_cnt 47602] [top_all 50000] +2024-10-19 15:35:06,957 - net: 80.202 (95.204) +2024-10-19 15:35:29,341 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.440)] [top1_cnt 41177] [top5_cnt 48079] [top_all 50000] +2024-10-19 15:35:29,342 - net_E: 82.354 (96.158) +2024-10-19 15:35:29,503 - Max [top1: 80.440 (epoch: 702)] [top1-ema: 82.358 (epoch: 697)] +2024-10-19 15:35:29,504 - ==> Total time: 4 days, 15:53:38 Eta: 1 day, 23:16:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 15:35:54,129 - Train: 70.30% [879500/1251000] [703.0/1000.0] [batch_t 0.421 (0.490)] [data_t 0.015] [optim_t 0.405] [lr 0.000631] [CE 3.685 (3.963)] [KD 2.113 (2.252)] +2024-10-19 15:36:15,663 - Train: 70.31% [879550/1251000] [703.1/1000.0] [batch_t 0.424 (0.431)] [data_t 0.015] [optim_t 0.409] [lr 0.000631] [CE 4.035 (3.922)] [KD 2.181 (2.245)] +2024-10-19 15:36:37,719 - Train: 70.31% [879600/1251000] [703.1/1000.0] [batch_t 0.426 (0.441)] [data_t 0.015] [optim_t 0.410] [lr 0.000630] [CE 3.623 (3.959)] [KD 2.183 (2.287)] +2024-10-19 15:36:59,391 - Train: 70.32% [879650/1251000] [703.2/1000.0] [batch_t 0.455 (0.433)] [data_t 0.015] [optim_t 0.440] [lr 0.000630] [CE 4.304 (3.952)] [KD 2.290 (2.239)] +2024-10-19 15:37:21,278 - Train: 70.32% [879700/1251000] [703.2/1000.0] [batch_t 0.482 (0.438)] [data_t 0.015] [optim_t 0.467] [lr 0.000630] [CE 3.904 (3.955)] [KD 2.178 (2.286)] +2024-10-19 15:37:43,265 - Train: 70.32% [879750/1251000] [703.2/1000.0] [batch_t 0.359 (0.440)] [data_t 0.015] [optim_t 0.343] [lr 0.000630] [CE 3.996 (3.891)] [KD 2.373 (2.246)] +2024-10-19 15:38:05,099 - Train: 70.33% [879800/1251000] [703.3/1000.0] [batch_t 0.409 (0.437)] [data_t 0.015] [optim_t 0.393] [lr 0.000630] [CE 3.838 (4.043)] [KD 2.254 (2.335)] +2024-10-19 15:38:26,989 - Train: 70.33% [879850/1251000] [703.3/1000.0] [batch_t 0.439 (0.438)] [data_t 0.016] [optim_t 0.423] [lr 0.000630] [CE 4.146 (3.969)] [KD 2.366 (2.277)] +2024-10-19 15:38:48,967 - Train: 70.34% [879900/1251000] [703.4/1000.0] [batch_t 0.443 (0.439)] [data_t 0.015] [optim_t 0.427] [lr 0.000630] [CE 3.954 (3.909)] [KD 2.232 (2.254)] +2024-10-19 15:39:10,557 - Train: 70.34% [879950/1251000] [703.4/1000.0] [batch_t 0.404 (0.432)] [data_t 0.016] [optim_t 0.389] [lr 0.000629] [CE 3.797 (3.971)] [KD 2.191 (2.292)] +2024-10-19 15:39:31,429 - Train: 70.34% [880000/1251000] [703.4/1000.0] [batch_t 0.454 (0.417)] [data_t 0.016] [optim_t 0.438] [lr 0.000629] [CE 3.966 (3.900)] [KD 2.268 (2.230)] +2024-10-19 15:39:52,355 - Train: 70.35% [880050/1251000] [703.5/1000.0] [batch_t 0.426 (0.418)] [data_t 0.015] [optim_t 0.410] [lr 0.000629] [CE 3.976 (4.018)] [KD 2.267 (2.305)] +2024-10-19 15:40:13,447 - Train: 70.35% [880100/1251000] [703.5/1000.0] [batch_t 0.400 (0.422)] [data_t 0.015] [optim_t 0.385] [lr 0.000629] [CE 3.225 (4.006)] [KD 1.919 (2.269)] +2024-10-19 15:40:35,805 - Train: 70.36% [880150/1251000] [703.6/1000.0] [batch_t 0.462 (0.447)] [data_t 0.015] [optim_t 0.447] [lr 0.000629] [CE 3.875 (3.930)] [KD 2.124 (2.258)] +2024-10-19 15:40:56,522 - Train: 70.36% [880200/1251000] [703.6/1000.0] [batch_t 0.411 (0.414)] [data_t 0.016] [optim_t 0.395] [lr 0.000629] [CE 3.965 (3.926)] [KD 2.179 (2.233)] +2024-10-19 15:41:17,821 - Train: 70.36% [880250/1251000] [703.6/1000.0] [batch_t 0.366 (0.426)] [data_t 0.016] [optim_t 0.350] [lr 0.000628] [CE 3.982 (3.948)] [KD 2.503 (2.277)] +2024-10-19 15:41:39,016 - Train: 70.37% [880300/1251000] [703.7/1000.0] [batch_t 0.866 (0.424)] [data_t 0.520] [optim_t 0.346] [lr 0.000628] [CE 4.155 (3.932)] [KD 2.385 (2.262)] +2024-10-19 15:42:00,220 - Train: 70.37% [880350/1251000] [703.7/1000.0] [batch_t 0.521 (0.424)] [data_t 0.145] [optim_t 0.376] [lr 0.000628] [CE 4.261 (3.935)] [KD 2.480 (2.250)] +2024-10-19 15:42:21,584 - Train: 70.38% [880400/1251000] [703.8/1000.0] [batch_t 0.369 (0.427)] [data_t 0.016] [optim_t 0.353] [lr 0.000628] [CE 3.665 (3.934)] [KD 2.260 (2.292)] +2024-10-19 15:42:43,472 - Train: 70.38% [880450/1251000] [703.8/1000.0] [batch_t 0.374 (0.438)] [data_t 0.031] [optim_t 0.342] [lr 0.000628] [CE 3.878 (4.001)] [KD 2.236 (2.296)] +2024-10-19 15:43:04,602 - Train: 70.38% [880500/1251000] [703.8/1000.0] [batch_t 0.465 (0.422)] [data_t 0.119] [optim_t 0.347] [lr 0.000628] [CE 3.900 (3.965)] [KD 2.350 (2.278)] +2024-10-19 15:43:25,654 - Train: 70.39% [880550/1251000] [703.9/1000.0] [batch_t 0.394 (0.421)] [data_t 0.050] [optim_t 0.343] [lr 0.000628] [CE 4.138 (3.996)] [KD 2.309 (2.279)] +2024-10-19 15:43:47,369 - Train: 70.39% [880600/1251000] [703.9/1000.0] [batch_t 0.396 (0.434)] [data_t 0.016] [optim_t 0.381] [lr 0.000627] [CE 3.881 (3.987)] [KD 2.173 (2.308)] +2024-10-19 15:44:09,074 - Train: 70.40% [880650/1251000] [704.0/1000.0] [batch_t 0.414 (0.434)] [data_t 0.015] [optim_t 0.399] [lr 0.000627] [CE 4.181 (4.013)] [KD 2.219 (2.304)] +2024-10-19 15:44:30,484 - Train: 70.40% [880700/1251000] [704.0/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.345] [lr 0.000627] [CE 3.988 (3.961)] [KD 2.447 (2.294)] +2024-10-19 15:44:53,925 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 40116] [top5_cnt 47667] [top_all 50000] +2024-10-19 15:44:53,926 - net: 80.232 (95.334) +2024-10-19 15:45:16,342 - Test (net_E): 100.00% [50/50] [batch_t 0.153 (0.440)] [top1_cnt 41199] [top5_cnt 48086] [top_all 50000] +2024-10-19 15:45:16,343 - net_E: 82.398 (96.172) +2024-10-19 15:45:16,508 - Max [top1: 80.440 (epoch: 702)] [top1-ema: 82.398 (epoch: 704)] +2024-10-19 15:45:16,508 - ==> Total time: 4 days, 16:03:25 Eta: 1 day, 23:06:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 15:45:42,235 - Train: 70.40% [880750/1251000] [704.0/1000.0] [batch_t 0.383 (0.458)] [data_t 0.040] [optim_t 0.343] [lr 0.000627] [CE 3.717 (3.940)] [KD 2.045 (2.244)] +2024-10-19 15:46:04,230 - Train: 70.41% [880800/1251000] [704.1/1000.0] [batch_t 0.463 (0.440)] [data_t 0.120] [optim_t 0.343] [lr 0.000627] [CE 4.202 (3.952)] [KD 2.420 (2.275)] +2024-10-19 15:46:25,737 - Train: 70.41% [880850/1251000] [704.1/1000.0] [batch_t 0.363 (0.430)] [data_t 0.015] [optim_t 0.348] [lr 0.000627] [CE 3.435 (3.964)] [KD 2.036 (2.263)] +2024-10-19 15:46:47,639 - Train: 70.42% [880900/1251000] [704.2/1000.0] [batch_t 0.424 (0.438)] [data_t 0.016] [optim_t 0.408] [lr 0.000627] [CE 4.355 (3.994)] [KD 2.568 (2.293)] +2024-10-19 15:47:09,821 - Train: 70.42% [880950/1251000] [704.2/1000.0] [batch_t 0.441 (0.444)] [data_t 0.016] [optim_t 0.425] [lr 0.000626] [CE 3.912 (3.970)] [KD 2.255 (2.278)] +2024-10-19 15:47:31,632 - Train: 70.42% [881000/1251000] [704.2/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.345] [lr 0.000626] [CE 4.371 (4.009)] [KD 2.483 (2.300)] +2024-10-19 15:47:53,480 - Train: 70.43% [881050/1251000] [704.3/1000.0] [batch_t 0.451 (0.437)] [data_t 0.015] [optim_t 0.435] [lr 0.000626] [CE 4.277 (3.928)] [KD 2.437 (2.258)] +2024-10-19 15:48:15,510 - Train: 70.43% [881100/1251000] [704.3/1000.0] [batch_t 0.429 (0.440)] [data_t 0.015] [optim_t 0.414] [lr 0.000626] [CE 3.842 (3.978)] [KD 2.281 (2.269)] +2024-10-19 15:48:37,568 - Train: 70.44% [881150/1251000] [704.4/1000.0] [batch_t 0.424 (0.441)] [data_t 0.015] [optim_t 0.409] [lr 0.000626] [CE 3.498 (3.967)] [KD 2.093 (2.279)] +2024-10-19 15:48:59,813 - Train: 70.44% [881200/1251000] [704.4/1000.0] [batch_t 0.366 (0.445)] [data_t 0.015] [optim_t 0.350] [lr 0.000626] [CE 3.978 (3.950)] [KD 2.308 (2.250)] +2024-10-19 15:49:21,707 - Train: 70.44% [881250/1251000] [704.4/1000.0] [batch_t 0.452 (0.438)] [data_t 0.015] [optim_t 0.436] [lr 0.000625] [CE 4.362 (3.987)] [KD 2.713 (2.289)] +2024-10-19 15:49:42,992 - Train: 70.45% [881300/1251000] [704.5/1000.0] [batch_t 0.360 (0.426)] [data_t 0.016] [optim_t 0.344] [lr 0.000625] [CE 3.551 (4.001)] [KD 2.030 (2.286)] +2024-10-19 15:50:03,645 - Train: 70.45% [881350/1251000] [704.5/1000.0] [batch_t 0.421 (0.413)] [data_t 0.016] [optim_t 0.405] [lr 0.000625] [CE 4.104 (3.975)] [KD 2.405 (2.278)] +2024-10-19 15:50:25,179 - Train: 70.46% [881400/1251000] [704.6/1000.0] [batch_t 0.414 (0.431)] [data_t 0.015] [optim_t 0.399] [lr 0.000625] [CE 3.839 (3.988)] [KD 2.247 (2.308)] +2024-10-19 15:50:46,423 - Train: 70.46% [881450/1251000] [704.6/1000.0] [batch_t 0.384 (0.425)] [data_t 0.016] [optim_t 0.369] [lr 0.000625] [CE 3.685 (3.930)] [KD 2.227 (2.245)] +2024-10-19 15:51:08,178 - Train: 70.46% [881500/1251000] [704.6/1000.0] [batch_t 0.500 (0.435)] [data_t 0.016] [optim_t 0.485] [lr 0.000625] [CE 3.405 (3.929)] [KD 2.137 (2.261)] +2024-10-19 15:51:29,673 - Train: 70.47% [881550/1251000] [704.7/1000.0] [batch_t 0.496 (0.430)] [data_t 0.015] [optim_t 0.480] [lr 0.000625] [CE 4.170 (3.999)] [KD 2.271 (2.304)] +2024-10-19 15:51:51,147 - Train: 70.47% [881600/1251000] [704.7/1000.0] [batch_t 0.449 (0.429)] [data_t 0.015] [optim_t 0.434] [lr 0.000624] [CE 3.816 (3.928)] [KD 2.185 (2.243)] +2024-10-19 15:52:12,455 - Train: 70.48% [881650/1251000] [704.8/1000.0] [batch_t 0.362 (0.426)] [data_t 0.016] [optim_t 0.346] [lr 0.000624] [CE 3.505 (3.962)] [KD 2.088 (2.273)] +2024-10-19 15:52:34,040 - Train: 70.48% [881700/1251000] [704.8/1000.0] [batch_t 0.476 (0.432)] [data_t 0.016] [optim_t 0.461] [lr 0.000624] [CE 3.768 (3.962)] [KD 2.166 (2.291)] +2024-10-19 15:52:55,475 - Train: 70.48% [881750/1251000] [704.8/1000.0] [batch_t 0.438 (0.429)] [data_t 0.015] [optim_t 0.422] [lr 0.000624] [CE 4.107 (3.962)] [KD 2.471 (2.289)] +2024-10-19 15:53:16,501 - Train: 70.49% [881800/1251000] [704.9/1000.0] [batch_t 0.382 (0.420)] [data_t 0.015] [optim_t 0.367] [lr 0.000624] [CE 4.407 (4.047)] [KD 2.371 (2.329)] +2024-10-19 15:53:38,157 - Train: 70.49% [881850/1251000] [704.9/1000.0] [batch_t 0.483 (0.433)] [data_t 0.015] [optim_t 0.467] [lr 0.000624] [CE 3.948 (3.943)] [KD 2.269 (2.263)] +2024-10-19 15:53:59,137 - Train: 70.50% [881900/1251000] [705.0/1000.0] [batch_t 0.442 (0.419)] [data_t 0.016] [optim_t 0.427] [lr 0.000624] [CE 4.279 (3.893)] [KD 2.396 (2.267)] +2024-10-19 15:54:20,276 - Train: 70.50% [881950/1251000] [705.0/1000.0] [batch_t 0.357 (0.423)] [data_t 0.015] [optim_t 0.341] [lr 0.000623] [CE 4.018 (3.946)] [KD 2.368 (2.269)] +2024-10-19 15:54:43,712 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40159] [top5_cnt 47667] [top_all 50000] +2024-10-19 15:54:43,712 - net: 80.318 (95.334) +2024-10-19 15:55:04,519 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.408)] [top1_cnt 41204] [top5_cnt 48076] [top_all 50000] +2024-10-19 15:55:04,519 - net_E: 82.408 (96.152) +2024-10-19 15:55:04,690 - Max [top1: 80.440 (epoch: 702)] [top1-ema: 82.408 (epoch: 705)] +2024-10-19 15:55:04,691 - ==> Total time: 4 days, 16:13:13 Eta: 1 day, 22:57:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 15:55:31,319 - Train: 70.50% [882000/1251000] [705.0/1000.0] [batch_t 0.477 (0.436)] [data_t 0.015] [optim_t 0.462] [lr 0.000623] [CE 3.689 (3.998)] [KD 2.147 (2.306)] +2024-10-19 15:55:53,600 - Train: 70.51% [882050/1251000] [705.1/1000.0] [batch_t 0.360 (0.445)] [data_t 0.016] [optim_t 0.344] [lr 0.000623] [CE 4.410 (3.942)] [KD 2.510 (2.271)] +2024-10-19 15:56:15,443 - Train: 70.51% [882100/1251000] [705.1/1000.0] [batch_t 0.490 (0.437)] [data_t 0.016] [optim_t 0.474] [lr 0.000623] [CE 4.103 (3.910)] [KD 2.302 (2.225)] +2024-10-19 15:56:36,678 - Train: 70.52% [882150/1251000] [705.2/1000.0] [batch_t 0.366 (0.425)] [data_t 0.015] [optim_t 0.351] [lr 0.000623] [CE 4.144 (3.936)] [KD 2.308 (2.252)] +2024-10-19 15:56:57,641 - Train: 70.52% [882200/1251000] [705.2/1000.0] [batch_t 0.442 (0.419)] [data_t 0.015] [optim_t 0.427] [lr 0.000623] [CE 3.793 (3.941)] [KD 2.267 (2.290)] +2024-10-19 15:57:19,395 - Train: 70.52% [882250/1251000] [705.2/1000.0] [batch_t 0.462 (0.435)] [data_t 0.015] [optim_t 0.447] [lr 0.000622] [CE 4.019 (3.938)] [KD 2.307 (2.266)] +2024-10-19 15:57:40,743 - Train: 70.53% [882300/1251000] [705.3/1000.0] [batch_t 0.399 (0.427)] [data_t 0.016] [optim_t 0.384] [lr 0.000622] [CE 3.337 (3.917)] [KD 2.026 (2.258)] +2024-10-19 15:58:02,259 - Train: 70.53% [882350/1251000] [705.3/1000.0] [batch_t 0.369 (0.430)] [data_t 0.015] [optim_t 0.353] [lr 0.000622] [CE 4.440 (3.910)] [KD 2.272 (2.237)] +2024-10-19 15:58:23,648 - Train: 70.54% [882400/1251000] [705.4/1000.0] [batch_t 0.396 (0.428)] [data_t 0.016] [optim_t 0.380] [lr 0.000622] [CE 3.945 (3.915)] [KD 2.229 (2.230)] +2024-10-19 15:58:45,283 - Train: 70.54% [882450/1251000] [705.4/1000.0] [batch_t 0.406 (0.433)] [data_t 0.016] [optim_t 0.391] [lr 0.000622] [CE 4.006 (3.928)] [KD 2.345 (2.247)] +2024-10-19 15:59:06,782 - Train: 70.54% [882500/1251000] [705.4/1000.0] [batch_t 0.435 (0.430)] [data_t 0.015] [optim_t 0.419] [lr 0.000622] [CE 3.809 (3.957)] [KD 2.055 (2.244)] +2024-10-19 15:59:28,146 - Train: 70.55% [882550/1251000] [705.5/1000.0] [batch_t 0.404 (0.427)] [data_t 0.015] [optim_t 0.388] [lr 0.000622] [CE 4.104 (3.944)] [KD 2.301 (2.212)] +2024-10-19 15:59:49,421 - Train: 70.55% [882600/1251000] [705.5/1000.0] [batch_t 0.519 (0.425)] [data_t 0.015] [optim_t 0.504] [lr 0.000621] [CE 3.946 (4.005)] [KD 2.255 (2.266)] +2024-10-19 16:00:11,106 - Train: 70.56% [882650/1251000] [705.6/1000.0] [batch_t 0.430 (0.434)] [data_t 0.015] [optim_t 0.415] [lr 0.000621] [CE 4.085 (3.960)] [KD 2.344 (2.267)] +2024-10-19 16:00:32,678 - Train: 70.56% [882700/1251000] [705.6/1000.0] [batch_t 0.364 (0.431)] [data_t 0.016] [optim_t 0.348] [lr 0.000621] [CE 3.558 (3.960)] [KD 2.052 (2.270)] +2024-10-19 16:00:54,344 - Train: 70.56% [882750/1251000] [705.6/1000.0] [batch_t 0.399 (0.433)] [data_t 0.015] [optim_t 0.383] [lr 0.000621] [CE 3.976 (4.018)] [KD 2.361 (2.324)] +2024-10-19 16:01:15,983 - Train: 70.57% [882800/1251000] [705.7/1000.0] [batch_t 0.402 (0.433)] [data_t 0.015] [optim_t 0.387] [lr 0.000621] [CE 3.172 (3.931)] [KD 1.730 (2.251)] +2024-10-19 16:01:37,479 - Train: 70.57% [882850/1251000] [705.7/1000.0] [batch_t 0.366 (0.430)] [data_t 0.016] [optim_t 0.350] [lr 0.000621] [CE 4.192 (3.984)] [KD 2.410 (2.298)] +2024-10-19 16:01:59,796 - Train: 70.58% [882900/1251000] [705.8/1000.0] [batch_t 0.487 (0.446)] [data_t 0.015] [optim_t 0.471] [lr 0.000621] [CE 3.556 (3.947)] [KD 2.042 (2.261)] +2024-10-19 16:02:21,784 - Train: 70.58% [882950/1251000] [705.8/1000.0] [batch_t 0.395 (0.440)] [data_t 0.015] [optim_t 0.379] [lr 0.000620] [CE 3.799 (3.959)] [KD 2.124 (2.251)] +2024-10-19 16:02:43,559 - Train: 70.58% [883000/1251000] [705.8/1000.0] [batch_t 0.462 (0.435)] [data_t 0.015] [optim_t 0.447] [lr 0.000620] [CE 4.104 (3.936)] [KD 2.299 (2.271)] +2024-10-19 16:03:04,660 - Train: 70.59% [883050/1251000] [705.9/1000.0] [batch_t 0.492 (0.422)] [data_t 0.015] [optim_t 0.477] [lr 0.000620] [CE 3.774 (3.965)] [KD 2.154 (2.252)] +2024-10-19 16:03:26,093 - Train: 70.59% [883100/1251000] [705.9/1000.0] [batch_t 0.447 (0.429)] [data_t 0.015] [optim_t 0.432] [lr 0.000620] [CE 4.201 (3.943)] [KD 2.433 (2.287)] +2024-10-19 16:03:47,380 - Train: 70.60% [883150/1251000] [706.0/1000.0] [batch_t 0.384 (0.426)] [data_t 0.015] [optim_t 0.369] [lr 0.000620] [CE 3.333 (3.927)] [KD 2.013 (2.256)] +2024-10-19 16:04:08,915 - Train: 70.60% [883200/1251000] [706.0/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.000620] [CE 4.385 (4.013)] [KD 2.304 (2.312)] +2024-10-19 16:04:32,285 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40306] [top5_cnt 47668] [top_all 50000] +2024-10-19 16:04:32,286 - net: 80.612 (95.336) +2024-10-19 16:04:54,283 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 41213] [top5_cnt 48098] [top_all 50000] +2024-10-19 16:04:54,284 - net_E: 82.426 (96.196) +2024-10-19 16:04:54,461 - Max [top1: 80.612 (epoch: 706)] [top1-ema: 82.426 (epoch: 706)] +2024-10-19 16:04:54,461 - ==> Total time: 4 days, 16:23:03 Eta: 1 day, 22:48:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 16:05:19,951 - Train: 70.60% [883250/1251000] [706.0/1000.0] [batch_t 0.480 (0.447)] [data_t 0.136] [optim_t 0.344] [lr 0.000620] [CE 3.676 (3.981)] [KD 2.156 (2.267)] +2024-10-19 16:05:41,461 - Train: 70.61% [883300/1251000] [706.1/1000.0] [batch_t 0.469 (0.430)] [data_t 0.124] [optim_t 0.344] [lr 0.000619] [CE 4.129 (3.958)] [KD 2.292 (2.272)] +2024-10-19 16:06:02,748 - Train: 70.61% [883350/1251000] [706.1/1000.0] [batch_t 0.426 (0.426)] [data_t 0.084] [optim_t 0.342] [lr 0.000619] [CE 3.525 (3.909)] [KD 2.032 (2.228)] +2024-10-19 16:06:23,974 - Train: 70.62% [883400/1251000] [706.2/1000.0] [batch_t 0.470 (0.424)] [data_t 0.126] [optim_t 0.343] [lr 0.000619] [CE 3.606 (3.938)] [KD 2.098 (2.253)] +2024-10-19 16:06:45,483 - Train: 70.62% [883450/1251000] [706.2/1000.0] [batch_t 0.366 (0.430)] [data_t 0.016] [optim_t 0.351] [lr 0.000619] [CE 3.701 (4.021)] [KD 2.256 (2.276)] +2024-10-19 16:07:06,443 - Train: 70.62% [883500/1251000] [706.2/1000.0] [batch_t 0.406 (0.419)] [data_t 0.015] [optim_t 0.391] [lr 0.000619] [CE 3.704 (3.928)] [KD 2.131 (2.225)] +2024-10-19 16:07:27,649 - Train: 70.63% [883550/1251000] [706.3/1000.0] [batch_t 0.475 (0.424)] [data_t 0.016] [optim_t 0.459] [lr 0.000619] [CE 4.123 (3.956)] [KD 2.394 (2.266)] +2024-10-19 16:07:49,744 - Train: 70.63% [883600/1251000] [706.3/1000.0] [batch_t 0.453 (0.442)] [data_t 0.015] [optim_t 0.438] [lr 0.000618] [CE 3.771 (3.987)] [KD 2.129 (2.262)] +2024-10-19 16:08:11,156 - Train: 70.64% [883650/1251000] [706.4/1000.0] [batch_t 0.368 (0.428)] [data_t 0.015] [optim_t 0.353] [lr 0.000618] [CE 4.401 (3.930)] [KD 2.416 (2.283)] +2024-10-19 16:08:31,788 - Train: 70.64% [883700/1251000] [706.4/1000.0] [batch_t 0.454 (0.413)] [data_t 0.016] [optim_t 0.439] [lr 0.000618] [CE 4.230 (3.917)] [KD 2.433 (2.260)] +2024-10-19 16:08:53,244 - Train: 70.64% [883750/1251000] [706.4/1000.0] [batch_t 0.448 (0.429)] [data_t 0.015] [optim_t 0.432] [lr 0.000618] [CE 4.226 (3.880)] [KD 2.553 (2.213)] +2024-10-19 16:09:14,484 - Train: 70.65% [883800/1251000] [706.5/1000.0] [batch_t 0.445 (0.425)] [data_t 0.015] [optim_t 0.429] [lr 0.000618] [CE 3.617 (3.874)] [KD 2.152 (2.207)] +2024-10-19 16:09:36,382 - Train: 70.65% [883850/1251000] [706.5/1000.0] [batch_t 0.393 (0.438)] [data_t 0.051] [optim_t 0.342] [lr 0.000618] [CE 4.650 (3.967)] [KD 2.578 (2.283)] +2024-10-19 16:09:57,483 - Train: 70.66% [883900/1251000] [706.6/1000.0] [batch_t 0.427 (0.422)] [data_t 0.084] [optim_t 0.343] [lr 0.000618] [CE 3.698 (3.962)] [KD 2.155 (2.293)] +2024-10-19 16:10:18,552 - Train: 70.66% [883950/1251000] [706.6/1000.0] [batch_t 0.369 (0.421)] [data_t 0.025] [optim_t 0.344] [lr 0.000617] [CE 4.095 (3.973)] [KD 2.383 (2.289)] +2024-10-19 16:10:39,821 - Train: 70.66% [884000/1251000] [706.6/1000.0] [batch_t 0.448 (0.425)] [data_t 0.104] [optim_t 0.344] [lr 0.000617] [CE 3.786 (3.987)] [KD 2.356 (2.308)] +2024-10-19 16:11:00,936 - Train: 70.67% [884050/1251000] [706.7/1000.0] [batch_t 0.398 (0.422)] [data_t 0.054] [optim_t 0.344] [lr 0.000617] [CE 4.159 (3.985)] [KD 2.303 (2.281)] +2024-10-19 16:11:21,743 - Train: 70.67% [884100/1251000] [706.7/1000.0] [batch_t 0.409 (0.416)] [data_t 0.065] [optim_t 0.344] [lr 0.000617] [CE 3.947 (3.993)] [KD 2.278 (2.269)] +2024-10-19 16:11:42,616 - Train: 70.68% [884150/1251000] [706.8/1000.0] [batch_t 0.383 (0.417)] [data_t 0.040] [optim_t 0.343] [lr 0.000617] [CE 3.971 (3.929)] [KD 2.260 (2.278)] +2024-10-19 16:12:03,612 - Train: 70.68% [884200/1251000] [706.8/1000.0] [batch_t 0.437 (0.420)] [data_t 0.095] [optim_t 0.342] [lr 0.000617] [CE 4.153 (3.950)] [KD 2.431 (2.262)] +2024-10-19 16:12:24,843 - Train: 70.68% [884250/1251000] [706.8/1000.0] [batch_t 0.428 (0.425)] [data_t 0.015] [optim_t 0.413] [lr 0.000617] [CE 4.107 (3.994)] [KD 2.453 (2.300)] +2024-10-19 16:12:46,446 - Train: 70.69% [884300/1251000] [706.9/1000.0] [batch_t 0.438 (0.432)] [data_t 0.016] [optim_t 0.422] [lr 0.000616] [CE 4.053 (3.919)] [KD 2.472 (2.248)] +2024-10-19 16:13:07,834 - Train: 70.69% [884350/1251000] [706.9/1000.0] [batch_t 0.422 (0.428)] [data_t 0.041] [optim_t 0.381] [lr 0.000616] [CE 4.118 (4.014)] [KD 2.437 (2.310)] +2024-10-19 16:13:30,071 - Train: 70.70% [884400/1251000] [707.0/1000.0] [batch_t 0.476 (0.445)] [data_t 0.016] [optim_t 0.460] [lr 0.000616] [CE 3.937 (3.959)] [KD 2.323 (2.275)] +2024-10-19 16:13:51,702 - Train: 70.70% [884450/1251000] [707.0/1000.0] [batch_t 0.359 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.000616] [CE 4.155 (3.968)] [KD 2.516 (2.274)] +2024-10-19 16:14:16,848 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.448)] [top1_cnt 40244] [top5_cnt 47668] [top_all 50000] +2024-10-19 16:14:16,848 - net: 80.488 (95.336) +2024-10-19 16:14:38,927 - Test (net_E): 100.00% [50/50] [batch_t 0.133 (0.432)] [top1_cnt 41235] [top5_cnt 48098] [top_all 50000] +2024-10-19 16:14:38,928 - net_E: 82.470 (96.196) +2024-10-19 16:14:39,094 - Max [top1: 80.612 (epoch: 706)] [top1-ema: 82.470 (epoch: 707)] +2024-10-19 16:14:39,094 - ==> Total time: 4 days, 16:32:47 Eta: 1 day, 22:38:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 16:15:03,869 - Train: 70.70% [884500/1251000] [707.0/1000.0] [batch_t 0.567 (0.466)] [data_t 0.016] [optim_t 0.551] [lr 0.000616] [CE 4.195 (3.956)] [KD 2.457 (2.246)] +2024-10-19 16:15:26,188 - Train: 70.71% [884550/1251000] [707.1/1000.0] [batch_t 0.364 (0.446)] [data_t 0.016] [optim_t 0.349] [lr 0.000616] [CE 4.112 (3.960)] [KD 2.215 (2.272)] +2024-10-19 16:15:47,982 - Train: 70.71% [884600/1251000] [707.1/1000.0] [batch_t 0.426 (0.436)] [data_t 0.016] [optim_t 0.411] [lr 0.000616] [CE 3.996 (4.042)] [KD 2.279 (2.306)] +2024-10-19 16:16:10,036 - Train: 70.72% [884650/1251000] [707.2/1000.0] [batch_t 0.402 (0.441)] [data_t 0.016] [optim_t 0.386] [lr 0.000615] [CE 4.327 (4.015)] [KD 2.602 (2.313)] +2024-10-19 16:16:31,926 - Train: 70.72% [884700/1251000] [707.2/1000.0] [batch_t 0.450 (0.438)] [data_t 0.016] [optim_t 0.435] [lr 0.000615] [CE 3.943 (3.956)] [KD 2.244 (2.258)] +2024-10-19 16:16:53,891 - Train: 70.72% [884750/1251000] [707.2/1000.0] [batch_t 0.423 (0.439)] [data_t 0.016] [optim_t 0.407] [lr 0.000615] [CE 4.029 (3.902)] [KD 2.211 (2.230)] +2024-10-19 16:17:15,974 - Train: 70.73% [884800/1251000] [707.3/1000.0] [batch_t 0.491 (0.442)] [data_t 0.015] [optim_t 0.476] [lr 0.000615] [CE 3.947 (4.005)] [KD 2.303 (2.291)] +2024-10-19 16:17:37,785 - Train: 70.73% [884850/1251000] [707.3/1000.0] [batch_t 0.468 (0.436)] [data_t 0.016] [optim_t 0.453] [lr 0.000615] [CE 4.394 (3.954)] [KD 2.346 (2.298)] +2024-10-19 16:17:59,900 - Train: 70.74% [884900/1251000] [707.4/1000.0] [batch_t 0.456 (0.442)] [data_t 0.015] [optim_t 0.440] [lr 0.000615] [CE 4.152 (3.972)] [KD 2.318 (2.274)] +2024-10-19 16:18:21,908 - Train: 70.74% [884950/1251000] [707.4/1000.0] [batch_t 0.405 (0.440)] [data_t 0.015] [optim_t 0.390] [lr 0.000614] [CE 3.624 (3.906)] [KD 2.186 (2.229)] +2024-10-19 16:18:43,990 - Train: 70.74% [885000/1251000] [707.4/1000.0] [batch_t 0.499 (0.442)] [data_t 0.015] [optim_t 0.484] [lr 0.000614] [CE 3.942 (3.975)] [KD 2.277 (2.270)] +2024-10-19 16:19:05,938 - Train: 70.75% [885050/1251000] [707.5/1000.0] [batch_t 0.363 (0.439)] [data_t 0.015] [optim_t 0.347] [lr 0.000614] [CE 3.427 (3.997)] [KD 1.898 (2.287)] +2024-10-19 16:19:27,151 - Train: 70.75% [885100/1251000] [707.5/1000.0] [batch_t 0.437 (0.424)] [data_t 0.015] [optim_t 0.422] [lr 0.000614] [CE 4.239 (3.948)] [KD 2.273 (2.273)] +2024-10-19 16:19:48,688 - Train: 70.76% [885150/1251000] [707.6/1000.0] [batch_t 0.376 (0.431)] [data_t 0.016] [optim_t 0.360] [lr 0.000614] [CE 4.439 (3.935)] [KD 2.645 (2.255)] +2024-10-19 16:20:10,816 - Train: 70.76% [885200/1251000] [707.6/1000.0] [batch_t 0.455 (0.442)] [data_t 0.015] [optim_t 0.440] [lr 0.000614] [CE 4.132 (3.974)] [KD 2.220 (2.254)] +2024-10-19 16:20:32,640 - Train: 70.76% [885250/1251000] [707.6/1000.0] [batch_t 0.358 (0.436)] [data_t 0.015] [optim_t 0.343] [lr 0.000614] [CE 3.632 (3.965)] [KD 2.032 (2.258)] +2024-10-19 16:20:54,597 - Train: 70.77% [885300/1251000] [707.7/1000.0] [batch_t 0.414 (0.439)] [data_t 0.070] [optim_t 0.344] [lr 0.000613] [CE 4.471 (4.022)] [KD 2.590 (2.298)] +2024-10-19 16:21:16,067 - Train: 70.77% [885350/1251000] [707.7/1000.0] [batch_t 0.419 (0.429)] [data_t 0.074] [optim_t 0.345] [lr 0.000613] [CE 3.749 (3.940)] [KD 2.282 (2.258)] +2024-10-19 16:21:38,890 - Train: 70.78% [885400/1251000] [707.8/1000.0] [batch_t 0.437 (0.456)] [data_t 0.016] [optim_t 0.421] [lr 0.000613] [CE 4.013 (4.045)] [KD 2.312 (2.309)] +2024-10-19 16:22:01,348 - Train: 70.78% [885450/1251000] [707.8/1000.0] [batch_t 0.567 (0.449)] [data_t 0.015] [optim_t 0.552] [lr 0.000613] [CE 4.124 (3.992)] [KD 2.424 (2.286)] +2024-10-19 16:22:22,307 - Train: 70.78% [885500/1251000] [707.8/1000.0] [batch_t 0.429 (0.419)] [data_t 0.015] [optim_t 0.413] [lr 0.000613] [CE 4.121 (3.976)] [KD 2.379 (2.268)] +2024-10-19 16:22:43,328 - Train: 70.79% [885550/1251000] [707.9/1000.0] [batch_t 0.573 (0.420)] [data_t 0.015] [optim_t 0.558] [lr 0.000613] [CE 3.762 (3.953)] [KD 2.202 (2.288)] +2024-10-19 16:23:04,855 - Train: 70.79% [885600/1251000] [707.9/1000.0] [batch_t 0.454 (0.430)] [data_t 0.015] [optim_t 0.439] [lr 0.000613] [CE 4.200 (4.008)] [KD 2.463 (2.306)] +2024-10-19 16:23:26,797 - Train: 70.80% [885650/1251000] [708.0/1000.0] [batch_t 0.542 (0.439)] [data_t 0.015] [optim_t 0.527] [lr 0.000612] [CE 4.056 (3.991)] [KD 2.301 (2.279)] +2024-10-19 16:23:48,433 - Train: 70.80% [885700/1251000] [708.0/1000.0] [batch_t 0.357 (0.433)] [data_t 0.015] [optim_t 0.342] [lr 0.000612] [CE 3.859 (3.956)] [KD 2.236 (2.269)] +2024-10-19 16:24:12,589 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 40178] [top5_cnt 47631] [top_all 50000] +2024-10-19 16:24:12,590 - net: 80.356 (95.262) +2024-10-19 16:24:34,533 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 41235] [top5_cnt 48104] [top_all 50000] +2024-10-19 16:24:34,533 - net_E: 82.470 (96.208) +2024-10-19 16:24:34,682 - Max [top1: 80.612 (epoch: 706)] [top1-ema: 82.470 (epoch: 707)] +2024-10-19 16:24:34,683 - ==> Total time: 4 days, 16:42:43 Eta: 1 day, 22:29:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 16:24:56,810 - Train: 70.80% [885750/1251000] [708.0/1000.0] [batch_t 0.360 (0.492)] [data_t 0.015] [optim_t 0.345] [lr 0.000612] [CE 3.610 (3.927)] [KD 2.178 (2.240)] +2024-10-19 16:25:17,636 - Train: 70.81% [885800/1251000] [708.1/1000.0] [batch_t 0.434 (0.416)] [data_t 0.083] [optim_t 0.351] [lr 0.000612] [CE 4.048 (3.945)] [KD 2.496 (2.267)] +2024-10-19 16:25:38,804 - Train: 70.81% [885850/1251000] [708.1/1000.0] [batch_t 0.540 (0.423)] [data_t 0.015] [optim_t 0.524] [lr 0.000612] [CE 3.860 (3.937)] [KD 2.273 (2.254)] +2024-10-19 16:25:59,904 - Train: 70.82% [885900/1251000] [708.2/1000.0] [batch_t 0.411 (0.422)] [data_t 0.016] [optim_t 0.396] [lr 0.000612] [CE 3.595 (3.881)] [KD 2.178 (2.214)] +2024-10-19 16:26:21,922 - Train: 70.82% [885950/1251000] [708.2/1000.0] [batch_t 0.433 (0.440)] [data_t 0.016] [optim_t 0.417] [lr 0.000612] [CE 4.453 (3.993)] [KD 2.538 (2.282)] +2024-10-19 16:26:43,383 - Train: 70.82% [886000/1251000] [708.2/1000.0] [batch_t 0.440 (0.429)] [data_t 0.016] [optim_t 0.424] [lr 0.000611] [CE 3.524 (3.890)] [KD 2.042 (2.220)] +2024-10-19 16:27:04,506 - Train: 70.83% [886050/1251000] [708.3/1000.0] [batch_t 0.446 (0.422)] [data_t 0.015] [optim_t 0.431] [lr 0.000611] [CE 4.103 (3.913)] [KD 2.320 (2.239)] +2024-10-19 16:27:25,735 - Train: 70.83% [886100/1251000] [708.3/1000.0] [batch_t 0.408 (0.424)] [data_t 0.015] [optim_t 0.393] [lr 0.000611] [CE 3.808 (3.944)] [KD 2.196 (2.265)] +2024-10-19 16:27:47,550 - Train: 70.84% [886150/1251000] [708.4/1000.0] [batch_t 0.473 (0.436)] [data_t 0.015] [optim_t 0.458] [lr 0.000611] [CE 4.127 (3.947)] [KD 2.165 (2.241)] +2024-10-19 16:28:09,186 - Train: 70.84% [886200/1251000] [708.4/1000.0] [batch_t 0.417 (0.433)] [data_t 0.016] [optim_t 0.402] [lr 0.000611] [CE 3.672 (3.947)] [KD 2.177 (2.246)] +2024-10-19 16:28:30,532 - Train: 70.84% [886250/1251000] [708.4/1000.0] [batch_t 0.408 (0.427)] [data_t 0.016] [optim_t 0.393] [lr 0.000611] [CE 3.938 (3.919)] [KD 2.281 (2.249)] +2024-10-19 16:28:52,092 - Train: 70.85% [886300/1251000] [708.5/1000.0] [batch_t 0.399 (0.431)] [data_t 0.015] [optim_t 0.384] [lr 0.000610] [CE 4.124 (3.950)] [KD 2.361 (2.273)] +2024-10-19 16:29:13,434 - Train: 70.85% [886350/1251000] [708.5/1000.0] [batch_t 0.440 (0.427)] [data_t 0.015] [optim_t 0.425] [lr 0.000610] [CE 4.055 (3.942)] [KD 2.471 (2.254)] +2024-10-19 16:29:34,831 - Train: 70.86% [886400/1251000] [708.6/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.000610] [CE 4.412 (4.019)] [KD 2.510 (2.276)] +2024-10-19 16:29:55,952 - Train: 70.86% [886450/1251000] [708.6/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.347] [lr 0.000610] [CE 3.432 (3.895)] [KD 1.927 (2.236)] +2024-10-19 16:30:17,113 - Train: 70.86% [886500/1251000] [708.6/1000.0] [batch_t 0.468 (0.423)] [data_t 0.016] [optim_t 0.452] [lr 0.000610] [CE 4.329 (3.992)] [KD 2.392 (2.273)] +2024-10-19 16:30:38,840 - Train: 70.87% [886550/1251000] [708.7/1000.0] [batch_t 0.430 (0.434)] [data_t 0.015] [optim_t 0.415] [lr 0.000610] [CE 4.341 (3.960)] [KD 2.381 (2.270)] +2024-10-19 16:31:00,192 - Train: 70.87% [886600/1251000] [708.7/1000.0] [batch_t 0.430 (0.427)] [data_t 0.016] [optim_t 0.414] [lr 0.000610] [CE 4.429 (3.932)] [KD 2.577 (2.245)] +2024-10-19 16:31:21,648 - Train: 70.88% [886650/1251000] [708.8/1000.0] [batch_t 0.414 (0.429)] [data_t 0.069] [optim_t 0.346] [lr 0.000609] [CE 4.524 (3.945)] [KD 2.449 (2.242)] +2024-10-19 16:31:42,923 - Train: 70.88% [886700/1251000] [708.8/1000.0] [batch_t 0.384 (0.425)] [data_t 0.039] [optim_t 0.345] [lr 0.000609] [CE 3.923 (4.016)] [KD 2.332 (2.304)] +2024-10-19 16:32:05,006 - Train: 70.88% [886750/1251000] [708.8/1000.0] [batch_t 0.364 (0.442)] [data_t 0.015] [optim_t 0.349] [lr 0.000609] [CE 3.737 (3.957)] [KD 2.115 (2.274)] +2024-10-19 16:32:26,321 - Train: 70.89% [886800/1251000] [708.9/1000.0] [batch_t 0.369 (0.426)] [data_t 0.015] [optim_t 0.353] [lr 0.000609] [CE 3.990 (3.949)] [KD 2.138 (2.263)] +2024-10-19 16:32:47,749 - Train: 70.89% [886850/1251000] [708.9/1000.0] [batch_t 0.374 (0.428)] [data_t 0.015] [optim_t 0.358] [lr 0.000609] [CE 3.737 (3.898)] [KD 2.028 (2.260)] +2024-10-19 16:33:09,317 - Train: 70.90% [886900/1251000] [709.0/1000.0] [batch_t 0.449 (0.431)] [data_t 0.105] [optim_t 0.344] [lr 0.000609] [CE 3.862 (3.976)] [KD 2.310 (2.271)] +2024-10-19 16:33:30,864 - Train: 70.90% [886950/1251000] [709.0/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.000609] [CE 3.836 (3.914)] [KD 2.299 (2.225)] +2024-10-19 16:33:55,816 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.426)] [top1_cnt 40280] [top5_cnt 47668] [top_all 50000] +2024-10-19 16:33:55,817 - net: 80.560 (95.336) +2024-10-19 16:34:17,411 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41239] [top5_cnt 48111] [top_all 50000] +2024-10-19 16:34:17,412 - net_E: 82.478 (96.222) +2024-10-19 16:34:17,561 - Max [top1: 80.612 (epoch: 706)] [top1-ema: 82.478 (epoch: 709)] +2024-10-19 16:34:17,561 - ==> Total time: 4 days, 16:52:26 Eta: 1 day, 22:19:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 16:34:40,736 - Train: 70.90% [887000/1251000] [709.0/1000.0] [batch_t 0.365 (0.437)] [data_t 0.015] [optim_t 0.349] [lr 0.000608] [CE 4.065 (3.995)] [KD 2.258 (2.238)] +2024-10-19 16:35:03,527 - Train: 70.91% [887050/1251000] [709.1/1000.0] [batch_t 0.363 (0.456)] [data_t 0.015] [optim_t 0.348] [lr 0.000608] [CE 4.535 (4.017)] [KD 2.669 (2.288)] +2024-10-19 16:35:26,319 - Train: 70.91% [887100/1251000] [709.1/1000.0] [batch_t 0.370 (0.456)] [data_t 0.027] [optim_t 0.343] [lr 0.000608] [CE 4.313 (3.982)] [KD 2.430 (2.263)] +2024-10-19 16:35:48,609 - Train: 70.92% [887150/1251000] [709.2/1000.0] [batch_t 0.481 (0.446)] [data_t 0.137] [optim_t 0.343] [lr 0.000608] [CE 4.012 (3.908)] [KD 2.290 (2.215)] +2024-10-19 16:36:09,785 - Train: 70.92% [887200/1251000] [709.2/1000.0] [batch_t 0.408 (0.423)] [data_t 0.066] [optim_t 0.342] [lr 0.000608] [CE 4.114 (3.867)] [KD 2.268 (2.210)] +2024-10-19 16:36:30,818 - Train: 70.92% [887250/1251000] [709.2/1000.0] [batch_t 0.367 (0.421)] [data_t 0.016] [optim_t 0.351] [lr 0.000608] [CE 3.992 (3.982)] [KD 2.322 (2.281)] +2024-10-19 16:36:51,732 - Train: 70.93% [887300/1251000] [709.3/1000.0] [batch_t 0.399 (0.418)] [data_t 0.053] [optim_t 0.346] [lr 0.000608] [CE 4.122 (3.981)] [KD 2.327 (2.260)] +2024-10-19 16:37:12,809 - Train: 70.93% [887350/1251000] [709.3/1000.0] [batch_t 0.414 (0.421)] [data_t 0.072] [optim_t 0.342] [lr 0.000607] [CE 4.217 (3.910)] [KD 2.400 (2.225)] +2024-10-19 16:37:33,636 - Train: 70.94% [887400/1251000] [709.4/1000.0] [batch_t 0.459 (0.416)] [data_t 0.114] [optim_t 0.345] [lr 0.000607] [CE 3.885 (3.965)] [KD 2.129 (2.262)] +2024-10-19 16:37:54,772 - Train: 70.94% [887450/1251000] [709.4/1000.0] [batch_t 0.398 (0.423)] [data_t 0.052] [optim_t 0.345] [lr 0.000607] [CE 3.769 (4.028)] [KD 2.151 (2.274)] +2024-10-19 16:38:16,391 - Train: 70.94% [887500/1251000] [709.4/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.000607] [CE 4.203 (3.923)] [KD 2.594 (2.257)] +2024-10-19 16:38:37,856 - Train: 70.95% [887550/1251000] [709.5/1000.0] [batch_t 0.451 (0.429)] [data_t 0.107] [optim_t 0.344] [lr 0.000607] [CE 3.951 (3.986)] [KD 2.281 (2.247)] +2024-10-19 16:38:59,360 - Train: 70.95% [887600/1251000] [709.5/1000.0] [batch_t 0.391 (0.430)] [data_t 0.045] [optim_t 0.346] [lr 0.000607] [CE 4.063 (3.908)] [KD 2.344 (2.224)] +2024-10-19 16:39:20,231 - Train: 70.96% [887650/1251000] [709.6/1000.0] [batch_t 0.403 (0.417)] [data_t 0.058] [optim_t 0.345] [lr 0.000606] [CE 4.267 (4.011)] [KD 2.299 (2.268)] +2024-10-19 16:39:41,838 - Train: 70.96% [887700/1251000] [709.6/1000.0] [batch_t 0.390 (0.432)] [data_t 0.046] [optim_t 0.344] [lr 0.000606] [CE 3.860 (3.956)] [KD 2.316 (2.262)] +2024-10-19 16:40:02,906 - Train: 70.96% [887750/1251000] [709.6/1000.0] [batch_t 0.386 (0.421)] [data_t 0.043] [optim_t 0.344] [lr 0.000606] [CE 4.039 (3.971)] [KD 2.327 (2.258)] +2024-10-19 16:40:24,077 - Train: 70.97% [887800/1251000] [709.7/1000.0] [batch_t 0.466 (0.423)] [data_t 0.015] [optim_t 0.450] [lr 0.000606] [CE 3.954 (3.973)] [KD 2.220 (2.271)] +2024-10-19 16:40:45,902 - Train: 70.97% [887850/1251000] [709.7/1000.0] [batch_t 0.384 (0.436)] [data_t 0.015] [optim_t 0.369] [lr 0.000606] [CE 3.920 (3.926)] [KD 2.037 (2.239)] +2024-10-19 16:41:07,351 - Train: 70.98% [887900/1251000] [709.8/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.000606] [CE 3.817 (3.998)] [KD 2.300 (2.291)] +2024-10-19 16:41:29,155 - Train: 70.98% [887950/1251000] [709.8/1000.0] [batch_t 0.449 (0.436)] [data_t 0.016] [optim_t 0.434] [lr 0.000606] [CE 4.014 (3.959)] [KD 2.347 (2.267)] +2024-10-19 16:41:50,494 - Train: 70.98% [888000/1251000] [709.8/1000.0] [batch_t 0.510 (0.427)] [data_t 0.015] [optim_t 0.495] [lr 0.000605] [CE 3.937 (3.976)] [KD 2.246 (2.280)] +2024-10-19 16:42:12,209 - Train: 70.99% [888050/1251000] [709.9/1000.0] [batch_t 0.359 (0.434)] [data_t 0.015] [optim_t 0.344] [lr 0.000605] [CE 3.523 (3.950)] [KD 2.092 (2.267)] +2024-10-19 16:42:33,965 - Train: 70.99% [888100/1251000] [709.9/1000.0] [batch_t 0.422 (0.435)] [data_t 0.016] [optim_t 0.406] [lr 0.000605] [CE 4.183 (3.978)] [KD 2.295 (2.278)] +2024-10-19 16:42:56,083 - Train: 71.00% [888150/1251000] [710.0/1000.0] [batch_t 0.387 (0.442)] [data_t 0.016] [optim_t 0.371] [lr 0.000605] [CE 4.012 (3.885)] [KD 2.308 (2.237)] +2024-10-19 16:43:17,611 - Train: 71.00% [888200/1251000] [710.0/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.344] [lr 0.000605] [CE 3.374 (3.984)] [KD 1.953 (2.256)] +2024-10-19 16:43:42,557 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40245] [top5_cnt 47680] [top_all 50000] +2024-10-19 16:43:42,558 - net: 80.490 (95.360) +2024-10-19 16:44:03,497 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 41244] [top5_cnt 48099] [top_all 50000] +2024-10-19 16:44:03,498 - net_E: 82.488 (96.198) +2024-10-19 16:44:03,644 - Max [top1: 80.612 (epoch: 706)] [top1-ema: 82.488 (epoch: 710)] +2024-10-19 16:44:03,644 - ==> Total time: 4 days, 17:02:12 Eta: 1 day, 22:10:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 16:44:27,606 - Train: 71.00% [888250/1251000] [710.0/1000.0] [batch_t 0.362 (0.419)] [data_t 0.015] [optim_t 0.347] [lr 0.000605] [CE 4.175 (3.978)] [KD 2.433 (2.286)] +2024-10-19 16:44:49,689 - Train: 71.01% [888300/1251000] [710.1/1000.0] [batch_t 0.404 (0.442)] [data_t 0.060] [optim_t 0.344] [lr 0.000605] [CE 4.212 (3.976)] [KD 2.491 (2.244)] +2024-10-19 16:45:12,104 - Train: 71.01% [888350/1251000] [710.1/1000.0] [batch_t 0.823 (0.448)] [data_t 0.479] [optim_t 0.344] [lr 0.000604] [CE 3.967 (3.954)] [KD 2.321 (2.255)] +2024-10-19 16:45:33,551 - Train: 71.02% [888400/1251000] [710.2/1000.0] [batch_t 0.494 (0.429)] [data_t 0.151] [optim_t 0.343] [lr 0.000604] [CE 3.720 (3.987)] [KD 2.170 (2.272)] +2024-10-19 16:45:55,141 - Train: 71.02% [888450/1251000] [710.2/1000.0] [batch_t 0.382 (0.432)] [data_t 0.037] [optim_t 0.345] [lr 0.000604] [CE 3.463 (3.959)] [KD 2.096 (2.261)] +2024-10-19 16:46:16,795 - Train: 71.02% [888500/1251000] [710.2/1000.0] [batch_t 0.506 (0.433)] [data_t 0.114] [optim_t 0.391] [lr 0.000604] [CE 4.365 (3.925)] [KD 2.288 (2.240)] +2024-10-19 16:46:38,473 - Train: 71.03% [888550/1251000] [710.3/1000.0] [batch_t 0.360 (0.433)] [data_t 0.019] [optim_t 0.341] [lr 0.000604] [CE 3.646 (3.909)] [KD 2.079 (2.240)] +2024-10-19 16:46:59,815 - Train: 71.03% [888600/1251000] [710.3/1000.0] [batch_t 0.438 (0.427)] [data_t 0.080] [optim_t 0.358] [lr 0.000604] [CE 3.876 (3.996)] [KD 2.180 (2.256)] +2024-10-19 16:47:20,578 - Train: 71.04% [888650/1251000] [710.4/1000.0] [batch_t 0.361 (0.415)] [data_t 0.018] [optim_t 0.342] [lr 0.000604] [CE 3.946 (3.926)] [KD 2.356 (2.233)] +2024-10-19 16:47:41,452 - Train: 71.04% [888700/1251000] [710.4/1000.0] [batch_t 0.428 (0.417)] [data_t 0.080] [optim_t 0.348] [lr 0.000603] [CE 4.407 (3.927)] [KD 2.363 (2.239)] +2024-10-19 16:48:02,652 - Train: 71.04% [888750/1251000] [710.4/1000.0] [batch_t 0.424 (0.424)] [data_t 0.016] [optim_t 0.408] [lr 0.000603] [CE 4.198 (3.971)] [KD 2.453 (2.237)] +2024-10-19 16:48:24,398 - Train: 71.05% [888800/1251000] [710.5/1000.0] [batch_t 0.392 (0.435)] [data_t 0.015] [optim_t 0.376] [lr 0.000603] [CE 3.833 (4.016)] [KD 2.260 (2.289)] +2024-10-19 16:48:46,413 - Train: 71.05% [888850/1251000] [710.5/1000.0] [batch_t 0.425 (0.440)] [data_t 0.015] [optim_t 0.409] [lr 0.000603] [CE 3.898 (3.996)] [KD 2.380 (2.281)] +2024-10-19 16:49:07,828 - Train: 71.06% [888900/1251000] [710.6/1000.0] [batch_t 0.467 (0.428)] [data_t 0.015] [optim_t 0.451] [lr 0.000603] [CE 3.896 (3.957)] [KD 2.257 (2.235)] +2024-10-19 16:49:29,392 - Train: 71.06% [888950/1251000] [710.6/1000.0] [batch_t 0.453 (0.431)] [data_t 0.015] [optim_t 0.437] [lr 0.000603] [CE 4.153 (3.989)] [KD 2.324 (2.286)] +2024-10-19 16:49:50,875 - Train: 71.06% [889000/1251000] [710.6/1000.0] [batch_t 0.385 (0.430)] [data_t 0.015] [optim_t 0.370] [lr 0.000603] [CE 4.154 (3.911)] [KD 2.306 (2.236)] +2024-10-19 16:50:12,324 - Train: 71.07% [889050/1251000] [710.7/1000.0] [batch_t 0.451 (0.429)] [data_t 0.016] [optim_t 0.435] [lr 0.000602] [CE 4.311 (3.956)] [KD 2.376 (2.253)] +2024-10-19 16:50:34,066 - Train: 71.07% [889100/1251000] [710.7/1000.0] [batch_t 0.432 (0.435)] [data_t 0.016] [optim_t 0.417] [lr 0.000602] [CE 3.554 (3.854)] [KD 2.077 (2.201)] +2024-10-19 16:50:56,292 - Train: 71.08% [889150/1251000] [710.8/1000.0] [batch_t 0.423 (0.444)] [data_t 0.016] [optim_t 0.407] [lr 0.000602] [CE 3.646 (3.937)] [KD 2.067 (2.262)] +2024-10-19 16:51:17,627 - Train: 71.08% [889200/1251000] [710.8/1000.0] [batch_t 0.450 (0.427)] [data_t 0.015] [optim_t 0.435] [lr 0.000602] [CE 4.005 (3.903)] [KD 2.210 (2.231)] +2024-10-19 16:51:38,750 - Train: 71.08% [889250/1251000] [710.8/1000.0] [batch_t 0.365 (0.422)] [data_t 0.015] [optim_t 0.350] [lr 0.000602] [CE 4.406 (3.995)] [KD 2.523 (2.285)] +2024-10-19 16:52:00,007 - Train: 71.09% [889300/1251000] [710.9/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.000602] [CE 3.983 (3.914)] [KD 2.376 (2.235)] +2024-10-19 16:52:21,940 - Train: 71.09% [889350/1251000] [710.9/1000.0] [batch_t 0.473 (0.439)] [data_t 0.015] [optim_t 0.457] [lr 0.000601] [CE 4.165 (3.939)] [KD 2.415 (2.235)] +2024-10-19 16:52:43,387 - Train: 71.10% [889400/1251000] [711.0/1000.0] [batch_t 0.427 (0.429)] [data_t 0.016] [optim_t 0.412] [lr 0.000601] [CE 4.377 (3.910)] [KD 2.266 (2.253)] +2024-10-19 16:53:04,471 - Train: 71.10% [889450/1251000] [711.0/1000.0] [batch_t 0.366 (0.422)] [data_t 0.015] [optim_t 0.351] [lr 0.000601] [CE 4.021 (3.948)] [KD 2.216 (2.252)] +2024-10-19 16:53:30,437 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 40181] [top5_cnt 47674] [top_all 50000] +2024-10-19 16:53:30,438 - net: 80.362 (95.348) +2024-10-19 16:53:53,623 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.456)] [top1_cnt 41220] [top5_cnt 48085] [top_all 50000] +2024-10-19 16:53:53,623 - net_E: 82.440 (96.170) +2024-10-19 16:53:53,820 - Max [top1: 80.612 (epoch: 706)] [top1-ema: 82.488 (epoch: 710)] +2024-10-19 16:53:53,820 - ==> Total time: 4 days, 17:12:02 Eta: 1 day, 22:00:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 16:54:14,804 - Train: 71.10% [889500/1251000] [711.0/1000.0] [batch_t 0.360 (0.493)] [data_t 0.016] [optim_t 0.344] [lr 0.000601] [CE 4.244 (3.990)] [KD 2.462 (2.260)] +2024-10-19 16:54:36,519 - Train: 71.11% [889550/1251000] [711.1/1000.0] [batch_t 0.409 (0.434)] [data_t 0.016] [optim_t 0.393] [lr 0.000601] [CE 3.486 (4.022)] [KD 1.979 (2.270)] +2024-10-19 16:54:58,064 - Train: 71.11% [889600/1251000] [711.1/1000.0] [batch_t 0.435 (0.431)] [data_t 0.015] [optim_t 0.419] [lr 0.000601] [CE 3.846 (3.966)] [KD 2.105 (2.249)] +2024-10-19 16:55:20,357 - Train: 71.12% [889650/1251000] [711.2/1000.0] [batch_t 0.382 (0.446)] [data_t 0.016] [optim_t 0.367] [lr 0.000601] [CE 4.268 (3.950)] [KD 2.285 (2.230)] +2024-10-19 16:55:41,881 - Train: 71.12% [889700/1251000] [711.2/1000.0] [batch_t 0.393 (0.430)] [data_t 0.046] [optim_t 0.348] [lr 0.000600] [CE 4.149 (3.932)] [KD 2.422 (2.245)] +2024-10-19 16:56:03,592 - Train: 71.12% [889750/1251000] [711.2/1000.0] [batch_t 0.391 (0.434)] [data_t 0.049] [optim_t 0.343] [lr 0.000600] [CE 3.891 (3.968)] [KD 2.131 (2.229)] +2024-10-19 16:56:25,263 - Train: 71.13% [889800/1251000] [711.3/1000.0] [batch_t 0.433 (0.433)] [data_t 0.088] [optim_t 0.345] [lr 0.000600] [CE 4.130 (3.911)] [KD 2.371 (2.200)] +2024-10-19 16:56:47,371 - Train: 71.13% [889850/1251000] [711.3/1000.0] [batch_t 0.414 (0.442)] [data_t 0.072] [optim_t 0.342] [lr 0.000600] [CE 4.302 (3.954)] [KD 2.446 (2.226)] +2024-10-19 16:57:08,713 - Train: 71.14% [889900/1251000] [711.4/1000.0] [batch_t 0.371 (0.427)] [data_t 0.030] [optim_t 0.342] [lr 0.000600] [CE 4.079 (3.959)] [KD 2.357 (2.219)] +2024-10-19 16:57:30,541 - Train: 71.14% [889950/1251000] [711.4/1000.0] [batch_t 0.437 (0.436)] [data_t 0.094] [optim_t 0.343] [lr 0.000600] [CE 3.876 (3.966)] [KD 2.253 (2.242)] +2024-10-19 16:57:52,304 - Train: 71.14% [890000/1251000] [711.4/1000.0] [batch_t 0.447 (0.435)] [data_t 0.100] [optim_t 0.347] [lr 0.000600] [CE 3.780 (3.914)] [KD 2.101 (2.223)] +2024-10-19 16:58:14,245 - Train: 71.15% [890050/1251000] [711.5/1000.0] [batch_t 0.468 (0.439)] [data_t 0.127] [optim_t 0.341] [lr 0.000599] [CE 3.547 (3.908)] [KD 2.145 (2.223)] +2024-10-19 16:58:35,298 - Train: 71.15% [890100/1251000] [711.5/1000.0] [batch_t 0.394 (0.421)] [data_t 0.015] [optim_t 0.379] [lr 0.000599] [CE 4.041 (3.892)] [KD 2.151 (2.211)] +2024-10-19 16:58:57,070 - Train: 71.16% [890150/1251000] [711.6/1000.0] [batch_t 0.495 (0.435)] [data_t 0.015] [optim_t 0.480] [lr 0.000599] [CE 3.892 (4.027)] [KD 2.202 (2.292)] +2024-10-19 16:59:18,743 - Train: 71.16% [890200/1251000] [711.6/1000.0] [batch_t 0.384 (0.433)] [data_t 0.015] [optim_t 0.369] [lr 0.000599] [CE 4.130 (3.901)] [KD 2.376 (2.210)] +2024-10-19 16:59:40,002 - Train: 71.16% [890250/1251000] [711.6/1000.0] [batch_t 0.429 (0.425)] [data_t 0.015] [optim_t 0.414] [lr 0.000599] [CE 3.859 (3.988)] [KD 2.113 (2.268)] +2024-10-19 17:00:00,902 - Train: 71.17% [890300/1251000] [711.7/1000.0] [batch_t 0.443 (0.418)] [data_t 0.016] [optim_t 0.427] [lr 0.000599] [CE 3.384 (3.868)] [KD 2.098 (2.191)] +2024-10-19 17:00:22,102 - Train: 71.17% [890350/1251000] [711.7/1000.0] [batch_t 0.487 (0.424)] [data_t 0.015] [optim_t 0.471] [lr 0.000599] [CE 3.583 (3.877)] [KD 2.144 (2.214)] +2024-10-19 17:00:44,106 - Train: 71.18% [890400/1251000] [711.8/1000.0] [batch_t 0.453 (0.440)] [data_t 0.102] [optim_t 0.351] [lr 0.000598] [CE 3.673 (3.931)] [KD 2.140 (2.262)] +2024-10-19 17:01:05,649 - Train: 71.18% [890450/1251000] [711.8/1000.0] [batch_t 0.363 (0.431)] [data_t 0.016] [optim_t 0.347] [lr 0.000598] [CE 4.238 (3.910)] [KD 2.432 (2.226)] +2024-10-19 17:01:27,426 - Train: 71.18% [890500/1251000] [711.8/1000.0] [batch_t 0.432 (0.435)] [data_t 0.016] [optim_t 0.417] [lr 0.000598] [CE 3.645 (3.913)] [KD 2.113 (2.240)] +2024-10-19 17:01:49,390 - Train: 71.19% [890550/1251000] [711.9/1000.0] [batch_t 0.539 (0.439)] [data_t 0.015] [optim_t 0.524] [lr 0.000598] [CE 4.199 (3.958)] [KD 2.331 (2.256)] +2024-10-19 17:02:11,254 - Train: 71.19% [890600/1251000] [711.9/1000.0] [batch_t 0.412 (0.437)] [data_t 0.015] [optim_t 0.397] [lr 0.000598] [CE 3.934 (3.924)] [KD 2.239 (2.231)] +2024-10-19 17:02:32,982 - Train: 71.20% [890650/1251000] [712.0/1000.0] [batch_t 0.411 (0.434)] [data_t 0.015] [optim_t 0.396] [lr 0.000598] [CE 3.754 (3.953)] [KD 2.269 (2.254)] +2024-10-19 17:02:54,393 - Train: 71.20% [890700/1251000] [712.0/1000.0] [batch_t 0.453 (0.428)] [data_t 0.015] [optim_t 0.438] [lr 0.000598] [CE 3.907 (3.941)] [KD 2.199 (2.248)] +2024-10-19 17:03:21,075 - Test (net): 100.00% [50/50] [batch_t 0.140 (0.441)] [top1_cnt 40291] [top5_cnt 47687] [top_all 50000] +2024-10-19 17:03:21,076 - net: 80.582 (95.374) +2024-10-19 17:03:44,043 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.451)] [top1_cnt 41221] [top5_cnt 48080] [top_all 50000] +2024-10-19 17:03:44,044 - net_E: 82.442 (96.160) +2024-10-19 17:03:44,225 - Max [top1: 80.612 (epoch: 706)] [top1-ema: 82.488 (epoch: 710)] +2024-10-19 17:03:44,225 - ==> Total time: 4 days, 17:21:52 Eta: 1 day, 21:51:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 17:04:04,250 - Train: 71.20% [890750/1251000] [712.0/1000.0] [batch_t 0.373 (0.487)] [data_t 0.016] [optim_t 0.357] [lr 0.000597] [CE 4.033 (3.955)] [KD 2.221 (2.208)] +2024-10-19 17:04:25,823 - Train: 71.21% [890800/1251000] [712.1/1000.0] [batch_t 0.375 (0.431)] [data_t 0.015] [optim_t 0.360] [lr 0.000597] [CE 3.853 (3.973)] [KD 2.203 (2.249)] +2024-10-19 17:04:48,159 - Train: 71.21% [890850/1251000] [712.1/1000.0] [batch_t 0.433 (0.447)] [data_t 0.015] [optim_t 0.418] [lr 0.000597] [CE 3.938 (3.917)] [KD 2.131 (2.207)] +2024-10-19 17:05:09,267 - Train: 71.22% [890900/1251000] [712.2/1000.0] [batch_t 0.491 (0.422)] [data_t 0.015] [optim_t 0.475] [lr 0.000597] [CE 3.870 (3.914)] [KD 2.108 (2.227)] +2024-10-19 17:05:29,642 - Train: 71.22% [890950/1251000] [712.2/1000.0] [batch_t 0.423 (0.407)] [data_t 0.015] [optim_t 0.407] [lr 0.000597] [CE 3.947 (4.061)] [KD 2.239 (2.302)] +2024-10-19 17:05:50,327 - Train: 71.22% [891000/1251000] [712.2/1000.0] [batch_t 0.406 (0.414)] [data_t 0.016] [optim_t 0.390] [lr 0.000597] [CE 4.248 (3.953)] [KD 2.418 (2.260)] +2024-10-19 17:06:11,238 - Train: 71.23% [891050/1251000] [712.3/1000.0] [batch_t 0.467 (0.418)] [data_t 0.015] [optim_t 0.452] [lr 0.000596] [CE 4.407 (3.931)] [KD 2.363 (2.228)] +2024-10-19 17:06:32,118 - Train: 71.23% [891100/1251000] [712.3/1000.0] [batch_t 0.370 (0.418)] [data_t 0.015] [optim_t 0.355] [lr 0.000596] [CE 3.843 (3.996)] [KD 2.134 (2.271)] +2024-10-19 17:06:53,126 - Train: 71.24% [891150/1251000] [712.4/1000.0] [batch_t 0.513 (0.420)] [data_t 0.015] [optim_t 0.498] [lr 0.000596] [CE 3.611 (4.011)] [KD 2.030 (2.263)] +2024-10-19 17:07:13,693 - Train: 71.24% [891200/1251000] [712.4/1000.0] [batch_t 0.415 (0.411)] [data_t 0.015] [optim_t 0.399] [lr 0.000596] [CE 4.004 (3.996)] [KD 2.086 (2.263)] +2024-10-19 17:07:34,364 - Train: 71.24% [891250/1251000] [712.4/1000.0] [batch_t 0.398 (0.413)] [data_t 0.015] [optim_t 0.382] [lr 0.000596] [CE 4.546 (3.907)] [KD 2.537 (2.211)] +2024-10-19 17:07:54,875 - Train: 71.25% [891300/1251000] [712.5/1000.0] [batch_t 0.408 (0.410)] [data_t 0.015] [optim_t 0.392] [lr 0.000596] [CE 4.018 (3.974)] [KD 2.283 (2.289)] +2024-10-19 17:08:15,571 - Train: 71.25% [891350/1251000] [712.5/1000.0] [batch_t 0.421 (0.414)] [data_t 0.016] [optim_t 0.405] [lr 0.000596] [CE 4.245 (3.958)] [KD 2.313 (2.239)] +2024-10-19 17:08:36,236 - Train: 71.25% [891400/1251000] [712.5/1000.0] [batch_t 0.424 (0.413)] [data_t 0.015] [optim_t 0.408] [lr 0.000595] [CE 3.602 (3.963)] [KD 2.170 (2.250)] +2024-10-19 17:08:56,522 - Train: 71.26% [891450/1251000] [712.6/1000.0] [batch_t 0.385 (0.406)] [data_t 0.015] [optim_t 0.370] [lr 0.000595] [CE 3.803 (3.982)] [KD 2.091 (2.261)] +2024-10-19 17:09:17,622 - Train: 71.26% [891500/1251000] [712.6/1000.0] [batch_t 0.454 (0.422)] [data_t 0.015] [optim_t 0.439] [lr 0.000595] [CE 4.539 (3.977)] [KD 2.424 (2.253)] +2024-10-19 17:09:38,996 - Train: 71.27% [891550/1251000] [712.7/1000.0] [batch_t 0.363 (0.427)] [data_t 0.016] [optim_t 0.347] [lr 0.000595] [CE 4.347 (3.937)] [KD 2.545 (2.231)] +2024-10-19 17:10:00,411 - Train: 71.27% [891600/1251000] [712.7/1000.0] [batch_t 0.435 (0.428)] [data_t 0.015] [optim_t 0.420] [lr 0.000595] [CE 3.933 (3.903)] [KD 2.460 (2.227)] +2024-10-19 17:10:22,991 - Train: 71.27% [891650/1251000] [712.7/1000.0] [batch_t 0.543 (0.451)] [data_t 0.015] [optim_t 0.527] [lr 0.000595] [CE 4.216 (3.947)] [KD 2.380 (2.246)] +2024-10-19 17:10:46,064 - Train: 71.28% [891700/1251000] [712.8/1000.0] [batch_t 0.437 (0.461)] [data_t 0.015] [optim_t 0.422] [lr 0.000595] [CE 4.155 (3.942)] [KD 2.335 (2.223)] +2024-10-19 17:11:07,849 - Train: 71.28% [891750/1251000] [712.8/1000.0] [batch_t 0.394 (0.436)] [data_t 0.016] [optim_t 0.378] [lr 0.000594] [CE 4.194 (3.911)] [KD 2.428 (2.240)] +2024-10-19 17:11:29,216 - Train: 71.29% [891800/1251000] [712.9/1000.0] [batch_t 0.404 (0.427)] [data_t 0.015] [optim_t 0.388] [lr 0.000594] [CE 4.193 (4.009)] [KD 2.445 (2.288)] +2024-10-19 17:11:50,020 - Train: 71.29% [891850/1251000] [712.9/1000.0] [batch_t 0.393 (0.416)] [data_t 0.016] [optim_t 0.377] [lr 0.000594] [CE 3.915 (3.919)] [KD 2.228 (2.266)] +2024-10-19 17:12:11,250 - Train: 71.29% [891900/1251000] [712.9/1000.0] [batch_t 0.362 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.000594] [CE 3.514 (3.914)] [KD 1.912 (2.238)] +2024-10-19 17:12:32,057 - Train: 71.30% [891950/1251000] [713.0/1000.0] [batch_t 0.394 (0.416)] [data_t 0.015] [optim_t 0.379] [lr 0.000594] [CE 3.867 (3.884)] [KD 2.361 (2.239)] +2024-10-19 17:12:58,648 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 40198] [top5_cnt 47709] [top_all 50000] +2024-10-19 17:12:58,649 - net: 80.396 (95.418) +2024-10-19 17:13:20,804 - Test (net_E): 100.00% [50/50] [batch_t 0.135 (0.437)] [top1_cnt 41227] [top5_cnt 48091] [top_all 50000] +2024-10-19 17:13:20,805 - net_E: 82.454 (96.182) +2024-10-19 17:13:20,972 - Max [top1: 80.612 (epoch: 706)] [top1-ema: 82.488 (epoch: 710)] +2024-10-19 17:13:20,973 - ==> Total time: 4 days, 17:31:29 Eta: 1 day, 21:41:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 17:13:41,263 - Train: 71.30% [892000/1251000] [713.0/1000.0] [batch_t 0.450 (0.504)] [data_t 0.015] [optim_t 0.434] [lr 0.000594] [CE 4.179 (3.882)] [KD 2.407 (2.223)] +2024-10-19 17:14:03,423 - Train: 71.31% [892050/1251000] [713.1/1000.0] [batch_t 0.404 (0.443)] [data_t 0.015] [optim_t 0.389] [lr 0.000594] [CE 3.553 (3.898)] [KD 2.115 (2.228)] +2024-10-19 17:14:25,272 - Train: 71.31% [892100/1251000] [713.1/1000.0] [batch_t 0.363 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.000593] [CE 4.363 (3.943)] [KD 2.478 (2.212)] +2024-10-19 17:14:46,399 - Train: 71.31% [892150/1251000] [713.1/1000.0] [batch_t 0.461 (0.422)] [data_t 0.015] [optim_t 0.446] [lr 0.000593] [CE 3.680 (3.926)] [KD 2.121 (2.210)] +2024-10-19 17:15:08,185 - Train: 71.32% [892200/1251000] [713.2/1000.0] [batch_t 0.450 (0.436)] [data_t 0.015] [optim_t 0.434] [lr 0.000593] [CE 4.067 (3.971)] [KD 2.216 (2.241)] +2024-10-19 17:15:30,311 - Train: 71.32% [892250/1251000] [713.2/1000.0] [batch_t 0.426 (0.442)] [data_t 0.015] [optim_t 0.411] [lr 0.000593] [CE 3.672 (3.997)] [KD 2.242 (2.256)] +2024-10-19 17:15:52,069 - Train: 71.33% [892300/1251000] [713.3/1000.0] [batch_t 0.415 (0.435)] [data_t 0.015] [optim_t 0.400] [lr 0.000593] [CE 3.747 (3.940)] [KD 2.128 (2.252)] +2024-10-19 17:16:13,882 - Train: 71.33% [892350/1251000] [713.3/1000.0] [batch_t 0.398 (0.436)] [data_t 0.015] [optim_t 0.383] [lr 0.000593] [CE 4.140 (3.913)] [KD 2.275 (2.224)] +2024-10-19 17:16:36,002 - Train: 71.33% [892400/1251000] [713.3/1000.0] [batch_t 0.456 (0.442)] [data_t 0.015] [optim_t 0.440] [lr 0.000593] [CE 4.106 (4.002)] [KD 2.234 (2.286)] +2024-10-19 17:16:58,226 - Train: 71.34% [892450/1251000] [713.4/1000.0] [batch_t 0.389 (0.444)] [data_t 0.015] [optim_t 0.374] [lr 0.000592] [CE 3.892 (3.951)] [KD 2.124 (2.211)] +2024-10-19 17:17:19,575 - Train: 71.34% [892500/1251000] [713.4/1000.0] [batch_t 0.439 (0.427)] [data_t 0.015] [optim_t 0.423] [lr 0.000592] [CE 3.707 (3.961)] [KD 2.107 (2.227)] +2024-10-19 17:17:40,809 - Train: 71.35% [892550/1251000] [713.5/1000.0] [batch_t 0.380 (0.425)] [data_t 0.016] [optim_t 0.365] [lr 0.000592] [CE 4.104 (3.969)] [KD 2.279 (2.243)] +2024-10-19 17:18:02,157 - Train: 71.35% [892600/1251000] [713.5/1000.0] [batch_t 0.387 (0.427)] [data_t 0.016] [optim_t 0.372] [lr 0.000592] [CE 4.043 (3.983)] [KD 2.289 (2.245)] +2024-10-19 17:18:24,500 - Train: 71.35% [892650/1251000] [713.5/1000.0] [batch_t 0.426 (0.447)] [data_t 0.015] [optim_t 0.410] [lr 0.000592] [CE 4.200 (3.977)] [KD 2.488 (2.260)] +2024-10-19 17:18:46,801 - Train: 71.36% [892700/1251000] [713.6/1000.0] [batch_t 0.461 (0.446)] [data_t 0.016] [optim_t 0.445] [lr 0.000592] [CE 3.830 (3.930)] [KD 2.095 (2.259)] +2024-10-19 17:19:09,373 - Train: 71.36% [892750/1251000] [713.6/1000.0] [batch_t 0.471 (0.451)] [data_t 0.016] [optim_t 0.456] [lr 0.000592] [CE 3.819 (3.937)] [KD 2.100 (2.218)] +2024-10-19 17:19:31,120 - Train: 71.37% [892800/1251000] [713.7/1000.0] [batch_t 0.365 (0.435)] [data_t 0.016] [optim_t 0.350] [lr 0.000591] [CE 4.099 (3.988)] [KD 2.104 (2.222)] +2024-10-19 17:19:52,857 - Train: 71.37% [892850/1251000] [713.7/1000.0] [batch_t 0.432 (0.435)] [data_t 0.016] [optim_t 0.416] [lr 0.000591] [CE 3.504 (3.962)] [KD 2.104 (2.225)] +2024-10-19 17:20:15,250 - Train: 71.37% [892900/1251000] [713.7/1000.0] [batch_t 0.452 (0.448)] [data_t 0.016] [optim_t 0.436] [lr 0.000591] [CE 3.852 (3.954)] [KD 2.080 (2.247)] +2024-10-19 17:20:37,708 - Train: 71.38% [892950/1251000] [713.8/1000.0] [batch_t 0.570 (0.449)] [data_t 0.016] [optim_t 0.554] [lr 0.000591] [CE 3.835 (3.972)] [KD 2.121 (2.237)] +2024-10-19 17:20:59,802 - Train: 71.38% [893000/1251000] [713.8/1000.0] [batch_t 0.469 (0.442)] [data_t 0.016] [optim_t 0.453] [lr 0.000591] [CE 3.540 (3.945)] [KD 2.065 (2.248)] +2024-10-19 17:21:21,445 - Train: 71.39% [893050/1251000] [713.9/1000.0] [batch_t 0.373 (0.433)] [data_t 0.016] [optim_t 0.357] [lr 0.000591] [CE 3.548 (3.961)] [KD 2.032 (2.213)] +2024-10-19 17:21:43,353 - Train: 71.39% [893100/1251000] [713.9/1000.0] [batch_t 0.451 (0.438)] [data_t 0.016] [optim_t 0.435] [lr 0.000590] [CE 4.264 (3.975)] [KD 2.327 (2.269)] +2024-10-19 17:22:04,629 - Train: 71.39% [893150/1251000] [713.9/1000.0] [batch_t 0.369 (0.425)] [data_t 0.016] [optim_t 0.354] [lr 0.000590] [CE 3.624 (3.883)] [KD 2.040 (2.213)] +2024-10-19 17:22:26,074 - Train: 71.40% [893200/1251000] [714.0/1000.0] [batch_t 0.525 (0.429)] [data_t 0.015] [optim_t 0.509] [lr 0.000590] [CE 4.038 (3.947)] [KD 2.146 (2.284)] +2024-10-19 17:22:53,772 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.444)] [top1_cnt 40213] [top5_cnt 47629] [top_all 50000] +2024-10-19 17:22:53,772 - net: 80.426 (95.258) +2024-10-19 17:23:15,054 - Test (net_E): 100.00% [50/50] [batch_t 0.145 (0.418)] [top1_cnt 41221] [top5_cnt 48096] [top_all 50000] +2024-10-19 17:23:15,054 - net_E: 82.442 (96.192) +2024-10-19 17:23:15,232 - Max [top1: 80.612 (epoch: 706)] [top1-ema: 82.488 (epoch: 710)] +2024-10-19 17:23:15,233 - ==> Total time: 4 days, 17:41:23 Eta: 1 day, 21:32:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 17:23:34,653 - Train: 71.40% [893250/1251000] [714.0/1000.0] [batch_t 0.358 (0.500)] [data_t 0.016] [optim_t 0.342] [lr 0.000590] [CE 3.718 (4.005)] [KD 2.136 (2.265)] +2024-10-19 17:23:56,238 - Train: 71.41% [893300/1251000] [714.1/1000.0] [batch_t 0.437 (0.432)] [data_t 0.016] [optim_t 0.422] [lr 0.000590] [CE 3.693 (3.888)] [KD 2.176 (2.224)] +2024-10-19 17:24:17,478 - Train: 71.41% [893350/1251000] [714.1/1000.0] [batch_t 0.422 (0.425)] [data_t 0.015] [optim_t 0.407] [lr 0.000590] [CE 3.687 (3.906)] [KD 1.960 (2.227)] +2024-10-19 17:24:38,355 - Train: 71.41% [893400/1251000] [714.1/1000.0] [batch_t 0.425 (0.417)] [data_t 0.016] [optim_t 0.409] [lr 0.000590] [CE 3.886 (3.940)] [KD 2.237 (2.245)] +2024-10-19 17:24:59,701 - Train: 71.42% [893450/1251000] [714.2/1000.0] [batch_t 0.402 (0.427)] [data_t 0.015] [optim_t 0.386] [lr 0.000589] [CE 4.281 (3.962)] [KD 2.453 (2.239)] +2024-10-19 17:25:21,669 - Train: 71.42% [893500/1251000] [714.2/1000.0] [batch_t 0.545 (0.439)] [data_t 0.016] [optim_t 0.529] [lr 0.000589] [CE 4.015 (3.937)] [KD 2.299 (2.249)] +2024-10-19 17:25:42,983 - Train: 71.43% [893550/1251000] [714.3/1000.0] [batch_t 0.442 (0.426)] [data_t 0.015] [optim_t 0.427] [lr 0.000589] [CE 3.873 (3.916)] [KD 2.206 (2.242)] +2024-10-19 17:26:03,628 - Train: 71.43% [893600/1251000] [714.3/1000.0] [batch_t 0.402 (0.413)] [data_t 0.015] [optim_t 0.387] [lr 0.000589] [CE 3.621 (3.944)] [KD 2.125 (2.241)] +2024-10-19 17:26:24,317 - Train: 71.43% [893650/1251000] [714.3/1000.0] [batch_t 0.361 (0.414)] [data_t 0.015] [optim_t 0.345] [lr 0.000589] [CE 3.644 (3.960)] [KD 2.245 (2.250)] +2024-10-19 17:26:45,302 - Train: 71.44% [893700/1251000] [714.4/1000.0] [batch_t 0.459 (0.420)] [data_t 0.015] [optim_t 0.443] [lr 0.000589] [CE 4.291 (3.970)] [KD 2.537 (2.243)] +2024-10-19 17:27:06,287 - Train: 71.44% [893750/1251000] [714.4/1000.0] [batch_t 0.421 (0.420)] [data_t 0.016] [optim_t 0.406] [lr 0.000589] [CE 3.906 (4.043)] [KD 2.222 (2.311)] +2024-10-19 17:27:27,128 - Train: 71.45% [893800/1251000] [714.5/1000.0] [batch_t 0.401 (0.417)] [data_t 0.015] [optim_t 0.386] [lr 0.000588] [CE 4.197 (3.952)] [KD 2.474 (2.234)] +2024-10-19 17:27:48,525 - Train: 71.45% [893850/1251000] [714.5/1000.0] [batch_t 0.421 (0.428)] [data_t 0.015] [optim_t 0.406] [lr 0.000588] [CE 3.677 (3.887)] [KD 2.159 (2.202)] +2024-10-19 17:28:10,054 - Train: 71.45% [893900/1251000] [714.5/1000.0] [batch_t 0.466 (0.430)] [data_t 0.015] [optim_t 0.450] [lr 0.000588] [CE 3.725 (3.950)] [KD 2.242 (2.240)] +2024-10-19 17:28:32,300 - Train: 71.46% [893950/1251000] [714.6/1000.0] [batch_t 0.389 (0.445)] [data_t 0.015] [optim_t 0.373] [lr 0.000588] [CE 4.005 (3.863)] [KD 2.290 (2.189)] +2024-10-19 17:28:54,172 - Train: 71.46% [894000/1251000] [714.6/1000.0] [batch_t 0.436 (0.437)] [data_t 0.015] [optim_t 0.420] [lr 0.000588] [CE 4.285 (3.969)] [KD 2.308 (2.235)] +2024-10-19 17:29:16,111 - Train: 71.47% [894050/1251000] [714.7/1000.0] [batch_t 0.465 (0.439)] [data_t 0.015] [optim_t 0.449] [lr 0.000588] [CE 4.301 (3.967)] [KD 2.297 (2.247)] +2024-10-19 17:29:37,942 - Train: 71.47% [894100/1251000] [714.7/1000.0] [batch_t 0.440 (0.437)] [data_t 0.015] [optim_t 0.425] [lr 0.000588] [CE 3.981 (3.924)] [KD 2.196 (2.268)] +2024-10-19 17:29:58,899 - Train: 71.47% [894150/1251000] [714.7/1000.0] [batch_t 0.510 (0.419)] [data_t 0.015] [optim_t 0.495] [lr 0.000587] [CE 3.704 (3.992)] [KD 2.186 (2.254)] +2024-10-19 17:30:19,626 - Train: 71.48% [894200/1251000] [714.8/1000.0] [batch_t 0.410 (0.414)] [data_t 0.015] [optim_t 0.394] [lr 0.000587] [CE 3.541 (3.965)] [KD 2.003 (2.254)] +2024-10-19 17:30:40,837 - Train: 71.48% [894250/1251000] [714.8/1000.0] [batch_t 0.358 (0.424)] [data_t 0.015] [optim_t 0.343] [lr 0.000587] [CE 4.292 (4.005)] [KD 2.364 (2.282)] +2024-10-19 17:31:02,586 - Train: 71.49% [894300/1251000] [714.9/1000.0] [batch_t 0.476 (0.435)] [data_t 0.015] [optim_t 0.461] [lr 0.000587] [CE 3.862 (3.958)] [KD 2.274 (2.264)] +2024-10-19 17:31:24,780 - Train: 71.49% [894350/1251000] [714.9/1000.0] [batch_t 0.398 (0.444)] [data_t 0.016] [optim_t 0.382] [lr 0.000587] [CE 4.055 (3.898)] [KD 2.219 (2.203)] +2024-10-19 17:31:46,539 - Train: 71.49% [894400/1251000] [714.9/1000.0] [batch_t 0.432 (0.435)] [data_t 0.016] [optim_t 0.416] [lr 0.000587] [CE 3.817 (3.977)] [KD 2.210 (2.253)] +2024-10-19 17:32:08,070 - Train: 71.50% [894450/1251000] [715.0/1000.0] [batch_t 0.488 (0.431)] [data_t 0.024] [optim_t 0.464] [lr 0.000587] [CE 3.946 (3.932)] [KD 2.182 (2.241)] +2024-10-19 17:32:34,915 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40320] [top5_cnt 47674] [top_all 50000] +2024-10-19 17:32:34,915 - net: 80.640 (95.348) +2024-10-19 17:32:56,208 - Test (net_E): 100.00% [50/50] [batch_t 0.131 (0.420)] [top1_cnt 41231] [top5_cnt 48095] [top_all 50000] +2024-10-19 17:32:56,209 - net_E: 82.462 (96.190) +2024-10-19 17:32:56,374 - Max [top1: 80.640 (epoch: 715)] [top1-ema: 82.488 (epoch: 710)] +2024-10-19 17:32:56,374 - ==> Total time: 4 days, 17:51:04 Eta: 1 day, 21:22:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 17:33:17,413 - Train: 71.50% [894500/1251000] [715.0/1000.0] [batch_t 0.359 (0.465)] [data_t 0.015] [optim_t 0.343] [lr 0.000586] [CE 3.880 (3.880)] [KD 2.108 (2.186)] +2024-10-19 17:33:37,907 - Train: 71.51% [894550/1251000] [715.1/1000.0] [batch_t 0.357 (0.410)] [data_t 0.015] [optim_t 0.341] [lr 0.000586] [CE 4.117 (3.976)] [KD 2.326 (2.234)] +2024-10-19 17:34:00,149 - Train: 71.51% [894600/1251000] [715.1/1000.0] [batch_t 0.572 (0.445)] [data_t 0.016] [optim_t 0.557] [lr 0.000586] [CE 4.595 (3.953)] [KD 2.545 (2.234)] +2024-10-19 17:34:21,280 - Train: 71.51% [894650/1251000] [715.1/1000.0] [batch_t 0.406 (0.423)] [data_t 0.015] [optim_t 0.390] [lr 0.000586] [CE 4.006 (3.895)] [KD 2.284 (2.201)] +2024-10-19 17:34:43,161 - Train: 71.52% [894700/1251000] [715.2/1000.0] [batch_t 0.359 (0.438)] [data_t 0.015] [optim_t 0.343] [lr 0.000586] [CE 3.513 (3.960)] [KD 2.002 (2.238)] +2024-10-19 17:35:03,163 - Train: 71.52% [894750/1251000] [715.2/1000.0] [batch_t 0.514 (0.400)] [data_t 0.015] [optim_t 0.498] [lr 0.000586] [CE 3.944 (3.953)] [KD 2.267 (2.229)] +2024-10-19 17:35:24,428 - Train: 71.53% [894800/1251000] [715.3/1000.0] [batch_t 0.444 (0.425)] [data_t 0.016] [optim_t 0.428] [lr 0.000586] [CE 4.267 (3.986)] [KD 2.296 (2.239)] +2024-10-19 17:35:45,476 - Train: 71.53% [894850/1251000] [715.3/1000.0] [batch_t 0.405 (0.421)] [data_t 0.015] [optim_t 0.389] [lr 0.000585] [CE 3.869 (3.949)] [KD 2.111 (2.257)] +2024-10-19 17:36:06,250 - Train: 71.53% [894900/1251000] [715.3/1000.0] [batch_t 0.443 (0.415)] [data_t 0.015] [optim_t 0.427] [lr 0.000585] [CE 3.795 (3.979)] [KD 2.089 (2.250)] +2024-10-19 17:36:27,423 - Train: 71.54% [894950/1251000] [715.4/1000.0] [batch_t 0.515 (0.423)] [data_t 0.015] [optim_t 0.500] [lr 0.000585] [CE 3.705 (3.994)] [KD 2.178 (2.282)] +2024-10-19 17:36:48,151 - Train: 71.54% [895000/1251000] [715.4/1000.0] [batch_t 0.398 (0.414)] [data_t 0.016] [optim_t 0.382] [lr 0.000585] [CE 3.922 (3.978)] [KD 2.148 (2.249)] +2024-10-19 17:37:08,915 - Train: 71.55% [895050/1251000] [715.5/1000.0] [batch_t 0.481 (0.415)] [data_t 0.015] [optim_t 0.466] [lr 0.000585] [CE 4.513 (3.932)] [KD 2.538 (2.241)] +2024-10-19 17:37:30,115 - Train: 71.55% [895100/1251000] [715.5/1000.0] [batch_t 0.361 (0.424)] [data_t 0.015] [optim_t 0.346] [lr 0.000585] [CE 4.216 (3.954)] [KD 2.259 (2.220)] +2024-10-19 17:37:51,391 - Train: 71.55% [895150/1251000] [715.5/1000.0] [batch_t 0.488 (0.425)] [data_t 0.015] [optim_t 0.473] [lr 0.000585] [CE 3.832 (3.939)] [KD 2.265 (2.244)] +2024-10-19 17:38:11,494 - Train: 71.56% [895200/1251000] [715.6/1000.0] [batch_t 0.422 (0.402)] [data_t 0.015] [optim_t 0.406] [lr 0.000584] [CE 4.095 (3.869)] [KD 2.284 (2.184)] +2024-10-19 17:38:33,018 - Train: 71.56% [895250/1251000] [715.6/1000.0] [batch_t 0.424 (0.430)] [data_t 0.015] [optim_t 0.409] [lr 0.000584] [CE 3.735 (3.971)] [KD 2.117 (2.241)] +2024-10-19 17:38:54,128 - Train: 71.57% [895300/1251000] [715.7/1000.0] [batch_t 0.421 (0.422)] [data_t 0.015] [optim_t 0.406] [lr 0.000584] [CE 4.047 (3.909)] [KD 2.097 (2.215)] +2024-10-19 17:39:15,287 - Train: 71.57% [895350/1251000] [715.7/1000.0] [batch_t 0.477 (0.423)] [data_t 0.016] [optim_t 0.461] [lr 0.000584] [CE 4.453 (3.920)] [KD 2.607 (2.226)] +2024-10-19 17:39:36,270 - Train: 71.57% [895400/1251000] [715.7/1000.0] [batch_t 0.405 (0.420)] [data_t 0.015] [optim_t 0.390] [lr 0.000584] [CE 4.095 (4.010)] [KD 2.422 (2.252)] +2024-10-19 17:39:57,243 - Train: 71.58% [895450/1251000] [715.8/1000.0] [batch_t 0.428 (0.419)] [data_t 0.015] [optim_t 0.413] [lr 0.000584] [CE 4.397 (4.023)] [KD 2.321 (2.269)] +2024-10-19 17:40:18,170 - Train: 71.58% [895500/1251000] [715.8/1000.0] [batch_t 0.360 (0.418)] [data_t 0.015] [optim_t 0.344] [lr 0.000584] [CE 3.417 (3.943)] [KD 1.995 (2.234)] +2024-10-19 17:40:39,060 - Train: 71.59% [895550/1251000] [715.9/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.000583] [CE 3.499 (3.897)] [KD 1.915 (2.200)] +2024-10-19 17:41:00,727 - Train: 71.59% [895600/1251000] [715.9/1000.0] [batch_t 0.359 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.000583] [CE 3.921 (3.936)] [KD 2.087 (2.208)] +2024-10-19 17:41:21,220 - Train: 71.59% [895650/1251000] [715.9/1000.0] [batch_t 0.458 (0.410)] [data_t 0.016] [optim_t 0.443] [lr 0.000583] [CE 4.176 (3.939)] [KD 2.349 (2.243)] +2024-10-19 17:41:42,478 - Train: 71.60% [895700/1251000] [716.0/1000.0] [batch_t 0.516 (0.425)] [data_t 0.015] [optim_t 0.501] [lr 0.000583] [CE 3.821 (3.965)] [KD 2.129 (2.220)] +2024-10-19 17:42:09,651 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40237] [top5_cnt 47705] [top_all 50000] +2024-10-19 17:42:09,651 - net: 80.474 (95.410) +2024-10-19 17:42:31,216 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41242] [top5_cnt 48089] [top_all 50000] +2024-10-19 17:42:31,217 - net_E: 82.484 (96.178) +2024-10-19 17:42:31,396 - Max [top1: 80.640 (epoch: 715)] [top1-ema: 82.488 (epoch: 710)] +2024-10-19 17:42:31,396 - ==> Total time: 4 days, 18:00:40 Eta: 1 day, 21:13:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 17:42:50,451 - Train: 71.60% [895750/1251000] [716.0/1000.0] [batch_t 0.361 (0.521)] [data_t 0.015] [optim_t 0.346] [lr 0.000583] [CE 4.381 (3.895)] [KD 2.619 (2.201)] +2024-10-19 17:43:11,245 - Train: 71.61% [895800/1251000] [716.1/1000.0] [batch_t 0.467 (0.416)] [data_t 0.015] [optim_t 0.452] [lr 0.000583] [CE 4.233 (3.959)] [KD 2.414 (2.234)] +2024-10-19 17:43:32,327 - Train: 71.61% [895850/1251000] [716.1/1000.0] [batch_t 0.633 (0.422)] [data_t 0.015] [optim_t 0.618] [lr 0.000582] [CE 3.916 (3.924)] [KD 2.073 (2.216)] +2024-10-19 17:43:52,837 - Train: 71.61% [895900/1251000] [716.1/1000.0] [batch_t 0.363 (0.410)] [data_t 0.015] [optim_t 0.348] [lr 0.000582] [CE 3.637 (3.910)] [KD 2.123 (2.224)] +2024-10-19 17:44:13,373 - Train: 71.62% [895950/1251000] [716.2/1000.0] [batch_t 0.360 (0.411)] [data_t 0.015] [optim_t 0.344] [lr 0.000582] [CE 3.732 (3.947)] [KD 2.027 (2.232)] +2024-10-19 17:44:35,329 - Train: 71.62% [896000/1251000] [716.2/1000.0] [batch_t 0.495 (0.439)] [data_t 0.015] [optim_t 0.480] [lr 0.000582] [CE 3.739 (3.914)] [KD 2.065 (2.185)] +2024-10-19 17:44:57,334 - Train: 71.63% [896050/1251000] [716.3/1000.0] [batch_t 0.497 (0.440)] [data_t 0.015] [optim_t 0.482] [lr 0.000582] [CE 3.769 (3.871)] [KD 2.151 (2.205)] +2024-10-19 17:45:19,024 - Train: 71.63% [896100/1251000] [716.3/1000.0] [batch_t 0.381 (0.434)] [data_t 0.015] [optim_t 0.365] [lr 0.000582] [CE 4.189 (3.896)] [KD 2.364 (2.189)] +2024-10-19 17:45:40,440 - Train: 71.63% [896150/1251000] [716.3/1000.0] [batch_t 0.368 (0.428)] [data_t 0.015] [optim_t 0.353] [lr 0.000582] [CE 4.067 (3.916)] [KD 2.090 (2.228)] +2024-10-19 17:46:01,920 - Train: 71.64% [896200/1251000] [716.4/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.000581] [CE 3.487 (3.950)] [KD 1.896 (2.213)] +2024-10-19 17:46:22,632 - Train: 71.64% [896250/1251000] [716.4/1000.0] [batch_t 0.369 (0.414)] [data_t 0.015] [optim_t 0.354] [lr 0.000581] [CE 4.311 (3.934)] [KD 2.537 (2.226)] +2024-10-19 17:46:43,570 - Train: 71.65% [896300/1251000] [716.5/1000.0] [batch_t 0.398 (0.419)] [data_t 0.016] [optim_t 0.382] [lr 0.000581] [CE 4.374 (3.947)] [KD 2.443 (2.240)] +2024-10-19 17:47:04,513 - Train: 71.65% [896350/1251000] [716.5/1000.0] [batch_t 0.408 (0.419)] [data_t 0.015] [optim_t 0.392] [lr 0.000581] [CE 4.288 (3.948)] [KD 2.295 (2.229)] +2024-10-19 17:47:25,842 - Train: 71.65% [896400/1251000] [716.5/1000.0] [batch_t 0.367 (0.426)] [data_t 0.015] [optim_t 0.352] [lr 0.000581] [CE 4.044 (3.936)] [KD 2.215 (2.199)] +2024-10-19 17:47:46,641 - Train: 71.66% [896450/1251000] [716.6/1000.0] [batch_t 0.364 (0.416)] [data_t 0.015] [optim_t 0.348] [lr 0.000581] [CE 4.226 (3.952)] [KD 2.489 (2.244)] +2024-10-19 17:48:08,131 - Train: 71.66% [896500/1251000] [716.6/1000.0] [batch_t 0.515 (0.430)] [data_t 0.015] [optim_t 0.500] [lr 0.000581] [CE 3.327 (3.959)] [KD 2.014 (2.265)] +2024-10-19 17:48:29,969 - Train: 71.67% [896550/1251000] [716.7/1000.0] [batch_t 0.409 (0.437)] [data_t 0.015] [optim_t 0.393] [lr 0.000580] [CE 3.934 (4.050)] [KD 2.187 (2.302)] +2024-10-19 17:48:51,037 - Train: 71.67% [896600/1251000] [716.7/1000.0] [batch_t 0.415 (0.421)] [data_t 0.015] [optim_t 0.399] [lr 0.000580] [CE 3.760 (3.956)] [KD 2.195 (2.230)] +2024-10-19 17:49:12,465 - Train: 71.67% [896650/1251000] [716.7/1000.0] [batch_t 0.509 (0.428)] [data_t 0.015] [optim_t 0.494] [lr 0.000580] [CE 3.707 (3.890)] [KD 2.068 (2.216)] +2024-10-19 17:49:34,039 - Train: 71.68% [896700/1251000] [716.8/1000.0] [batch_t 0.468 (0.431)] [data_t 0.015] [optim_t 0.452] [lr 0.000580] [CE 3.989 (3.930)] [KD 2.344 (2.233)] +2024-10-19 17:49:56,234 - Train: 71.68% [896750/1251000] [716.8/1000.0] [batch_t 0.456 (0.444)] [data_t 0.015] [optim_t 0.441] [lr 0.000580] [CE 4.362 (3.970)] [KD 2.368 (2.239)] +2024-10-19 17:50:17,679 - Train: 71.69% [896800/1251000] [716.9/1000.0] [batch_t 0.440 (0.429)] [data_t 0.015] [optim_t 0.425] [lr 0.000580] [CE 3.489 (3.914)] [KD 1.980 (2.215)] +2024-10-19 17:50:39,190 - Train: 71.69% [896850/1251000] [716.9/1000.0] [batch_t 0.423 (0.430)] [data_t 0.015] [optim_t 0.408] [lr 0.000580] [CE 4.004 (3.942)] [KD 2.293 (2.261)] +2024-10-19 17:51:00,581 - Train: 71.69% [896900/1251000] [716.9/1000.0] [batch_t 0.457 (0.428)] [data_t 0.015] [optim_t 0.441] [lr 0.000579] [CE 3.809 (3.977)] [KD 2.130 (2.244)] +2024-10-19 17:51:21,789 - Train: 71.70% [896950/1251000] [717.0/1000.0] [batch_t 0.421 (0.424)] [data_t 0.015] [optim_t 0.406] [lr 0.000579] [CE 4.477 (3.955)] [KD 2.545 (2.229)] +2024-10-19 17:51:49,222 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.419)] [top1_cnt 40196] [top5_cnt 47678] [top_all 50000] +2024-10-19 17:51:49,222 - net: 80.392 (95.356) +2024-10-19 17:52:10,294 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 41279] [top5_cnt 48070] [top_all 50000] +2024-10-19 17:52:10,294 - net_E: 82.558 (96.140) +2024-10-19 17:52:10,478 - Max [top1: 80.640 (epoch: 715)] [top1-ema: 82.558 (epoch: 717)] +2024-10-19 17:52:10,478 - ==> Total time: 4 days, 18:10:19 Eta: 1 day, 21:03:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 17:52:29,685 - Train: 71.70% [897000/1251000] [717.0/1000.0] [batch_t 0.361 (0.439)] [data_t 0.016] [optim_t 0.345] [lr 0.000579] [CE 3.218 (4.016)] [KD 1.851 (2.257)] +2024-10-19 17:52:50,877 - Train: 71.71% [897050/1251000] [717.1/1000.0] [batch_t 0.391 (0.424)] [data_t 0.015] [optim_t 0.376] [lr 0.000579] [CE 3.631 (3.931)] [KD 2.051 (2.224)] +2024-10-19 17:53:12,175 - Train: 71.71% [897100/1251000] [717.1/1000.0] [batch_t 0.448 (0.426)] [data_t 0.015] [optim_t 0.433] [lr 0.000579] [CE 3.839 (3.971)] [KD 2.184 (2.244)] +2024-10-19 17:53:33,339 - Train: 71.71% [897150/1251000] [717.1/1000.0] [batch_t 0.456 (0.423)] [data_t 0.015] [optim_t 0.441] [lr 0.000579] [CE 3.910 (3.946)] [KD 2.273 (2.225)] +2024-10-19 17:53:55,002 - Train: 71.72% [897200/1251000] [717.2/1000.0] [batch_t 0.367 (0.433)] [data_t 0.015] [optim_t 0.351] [lr 0.000579] [CE 3.977 (3.973)] [KD 2.388 (2.242)] +2024-10-19 17:54:16,394 - Train: 71.72% [897250/1251000] [717.2/1000.0] [batch_t 0.452 (0.428)] [data_t 0.016] [optim_t 0.437] [lr 0.000578] [CE 4.000 (3.913)] [KD 2.244 (2.233)] +2024-10-19 17:54:38,030 - Train: 71.73% [897300/1251000] [717.3/1000.0] [batch_t 0.450 (0.433)] [data_t 0.015] [optim_t 0.435] [lr 0.000578] [CE 4.069 (4.011)] [KD 2.199 (2.273)] +2024-10-19 17:54:59,686 - Train: 71.73% [897350/1251000] [717.3/1000.0] [batch_t 0.415 (0.433)] [data_t 0.015] [optim_t 0.400] [lr 0.000578] [CE 3.997 (3.911)] [KD 2.189 (2.212)] +2024-10-19 17:55:21,395 - Train: 71.73% [897400/1251000] [717.3/1000.0] [batch_t 0.360 (0.434)] [data_t 0.015] [optim_t 0.344] [lr 0.000578] [CE 3.776 (3.877)] [KD 2.266 (2.187)] +2024-10-19 17:55:43,131 - Train: 71.74% [897450/1251000] [717.4/1000.0] [batch_t 0.432 (0.435)] [data_t 0.016] [optim_t 0.416] [lr 0.000578] [CE 4.169 (3.928)] [KD 2.268 (2.238)] +2024-10-19 17:56:04,689 - Train: 71.74% [897500/1251000] [717.4/1000.0] [batch_t 0.368 (0.431)] [data_t 0.015] [optim_t 0.353] [lr 0.000578] [CE 4.024 (3.901)] [KD 2.343 (2.215)] +2024-10-19 17:56:27,158 - Train: 71.75% [897550/1251000] [717.5/1000.0] [batch_t 0.490 (0.449)] [data_t 0.015] [optim_t 0.474] [lr 0.000578] [CE 3.270 (3.884)] [KD 1.971 (2.184)] +2024-10-19 17:56:49,784 - Train: 71.75% [897600/1251000] [717.5/1000.0] [batch_t 0.441 (0.452)] [data_t 0.015] [optim_t 0.426] [lr 0.000577] [CE 4.113 (3.914)] [KD 2.356 (2.228)] +2024-10-19 17:57:11,547 - Train: 71.75% [897650/1251000] [717.5/1000.0] [batch_t 0.498 (0.435)] [data_t 0.015] [optim_t 0.482] [lr 0.000577] [CE 3.806 (3.947)] [KD 2.139 (2.264)] +2024-10-19 17:57:32,648 - Train: 71.76% [897700/1251000] [717.6/1000.0] [batch_t 0.418 (0.422)] [data_t 0.015] [optim_t 0.403] [lr 0.000577] [CE 4.188 (3.942)] [KD 2.379 (2.230)] +2024-10-19 17:57:53,748 - Train: 71.76% [897750/1251000] [717.6/1000.0] [batch_t 0.428 (0.422)] [data_t 0.015] [optim_t 0.412] [lr 0.000577] [CE 3.997 (3.918)] [KD 2.444 (2.212)] +2024-10-19 17:58:15,101 - Train: 71.77% [897800/1251000] [717.7/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.000577] [CE 3.945 (3.949)] [KD 2.418 (2.243)] +2024-10-19 17:58:36,537 - Train: 71.77% [897850/1251000] [717.7/1000.0] [batch_t 0.443 (0.429)] [data_t 0.015] [optim_t 0.428] [lr 0.000577] [CE 3.739 (3.954)] [KD 2.298 (2.234)] +2024-10-19 17:58:57,396 - Train: 71.77% [897900/1251000] [717.7/1000.0] [batch_t 0.439 (0.417)] [data_t 0.015] [optim_t 0.424] [lr 0.000577] [CE 4.159 (3.963)] [KD 2.313 (2.244)] +2024-10-19 17:59:18,212 - Train: 71.78% [897950/1251000] [717.8/1000.0] [batch_t 0.398 (0.416)] [data_t 0.015] [optim_t 0.382] [lr 0.000576] [CE 3.948 (3.924)] [KD 2.235 (2.201)] +2024-10-19 17:59:39,594 - Train: 71.78% [898000/1251000] [717.8/1000.0] [batch_t 0.394 (0.428)] [data_t 0.015] [optim_t 0.379] [lr 0.000576] [CE 3.837 (3.895)] [KD 2.242 (2.209)] +2024-10-19 18:00:00,752 - Train: 71.79% [898050/1251000] [717.9/1000.0] [batch_t 0.398 (0.423)] [data_t 0.016] [optim_t 0.383] [lr 0.000576] [CE 3.865 (3.865)] [KD 2.085 (2.173)] +2024-10-19 18:00:22,136 - Train: 71.79% [898100/1251000] [717.9/1000.0] [batch_t 0.376 (0.428)] [data_t 0.016] [optim_t 0.361] [lr 0.000576] [CE 3.810 (3.997)] [KD 2.164 (2.266)] +2024-10-19 18:00:44,045 - Train: 71.79% [898150/1251000] [717.9/1000.0] [batch_t 0.451 (0.438)] [data_t 0.015] [optim_t 0.436] [lr 0.000576] [CE 3.454 (3.934)] [KD 1.972 (2.233)] +2024-10-19 18:01:05,349 - Train: 71.80% [898200/1251000] [718.0/1000.0] [batch_t 0.396 (0.426)] [data_t 0.015] [optim_t 0.381] [lr 0.000576] [CE 3.794 (4.011)] [KD 2.030 (2.266)] +2024-10-19 18:01:33,648 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40202] [top5_cnt 47669] [top_all 50000] +2024-10-19 18:01:33,649 - net: 80.404 (95.338) +2024-10-19 18:01:55,212 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41291] [top5_cnt 48069] [top_all 50000] +2024-10-19 18:01:55,212 - net_E: 82.582 (96.138) +2024-10-19 18:01:55,383 - Max [top1: 80.640 (epoch: 715)] [top1-ema: 82.582 (epoch: 718)] +2024-10-19 18:01:55,383 - ==> Total time: 4 days, 18:20:04 Eta: 1 day, 20:54:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 18:02:15,566 - Train: 71.80% [898250/1251000] [718.0/1000.0] [batch_t 0.361 (0.482)] [data_t 0.015] [optim_t 0.345] [lr 0.000576] [CE 3.832 (3.901)] [KD 2.334 (2.204)] +2024-10-19 18:02:36,845 - Train: 71.81% [898300/1251000] [718.1/1000.0] [batch_t 0.468 (0.425)] [data_t 0.015] [optim_t 0.452] [lr 0.000575] [CE 3.666 (3.991)] [KD 2.083 (2.236)] +2024-10-19 18:02:57,788 - Train: 71.81% [898350/1251000] [718.1/1000.0] [batch_t 0.466 (0.419)] [data_t 0.015] [optim_t 0.451] [lr 0.000575] [CE 4.289 (3.869)] [KD 2.480 (2.141)] +2024-10-19 18:03:20,075 - Train: 71.81% [898400/1251000] [718.1/1000.0] [batch_t 0.390 (0.446)] [data_t 0.015] [optim_t 0.375] [lr 0.000575] [CE 4.242 (3.944)] [KD 2.511 (2.243)] +2024-10-19 18:03:41,585 - Train: 71.82% [898450/1251000] [718.2/1000.0] [batch_t 0.447 (0.430)] [data_t 0.015] [optim_t 0.431] [lr 0.000575] [CE 3.627 (3.917)] [KD 1.975 (2.222)] +2024-10-19 18:04:02,876 - Train: 71.82% [898500/1251000] [718.2/1000.0] [batch_t 0.367 (0.426)] [data_t 0.015] [optim_t 0.352] [lr 0.000575] [CE 3.735 (3.911)] [KD 2.017 (2.212)] +2024-10-19 18:04:24,349 - Train: 71.83% [898550/1251000] [718.3/1000.0] [batch_t 0.403 (0.429)] [data_t 0.016] [optim_t 0.387] [lr 0.000575] [CE 3.549 (3.947)] [KD 2.109 (2.235)] +2024-10-19 18:04:46,536 - Train: 71.83% [898600/1251000] [718.3/1000.0] [batch_t 0.386 (0.444)] [data_t 0.015] [optim_t 0.371] [lr 0.000575] [CE 3.844 (3.950)] [KD 2.228 (2.241)] +2024-10-19 18:05:08,475 - Train: 71.83% [898650/1251000] [718.3/1000.0] [batch_t 0.421 (0.439)] [data_t 0.015] [optim_t 0.406] [lr 0.000574] [CE 4.121 (3.997)] [KD 2.258 (2.274)] +2024-10-19 18:05:29,424 - Train: 71.84% [898700/1251000] [718.4/1000.0] [batch_t 0.380 (0.419)] [data_t 0.015] [optim_t 0.365] [lr 0.000574] [CE 3.775 (3.902)] [KD 2.328 (2.193)] +2024-10-19 18:05:50,169 - Train: 71.84% [898750/1251000] [718.4/1000.0] [batch_t 0.400 (0.415)] [data_t 0.016] [optim_t 0.385] [lr 0.000574] [CE 3.259 (3.915)] [KD 2.028 (2.222)] +2024-10-19 18:06:11,383 - Train: 71.85% [898800/1251000] [718.5/1000.0] [batch_t 0.409 (0.424)] [data_t 0.016] [optim_t 0.393] [lr 0.000574] [CE 4.291 (3.925)] [KD 2.454 (2.201)] +2024-10-19 18:06:32,898 - Train: 71.85% [898850/1251000] [718.5/1000.0] [batch_t 0.443 (0.430)] [data_t 0.015] [optim_t 0.428] [lr 0.000574] [CE 4.298 (4.016)] [KD 2.539 (2.262)] +2024-10-19 18:06:54,667 - Train: 71.85% [898900/1251000] [718.5/1000.0] [batch_t 0.439 (0.435)] [data_t 0.015] [optim_t 0.424] [lr 0.000574] [CE 4.317 (3.977)] [KD 2.430 (2.237)] +2024-10-19 18:07:16,761 - Train: 71.86% [898950/1251000] [718.6/1000.0] [batch_t 0.419 (0.442)] [data_t 0.015] [optim_t 0.403] [lr 0.000574] [CE 3.895 (3.888)] [KD 2.288 (2.206)] +2024-10-19 18:07:38,292 - Train: 71.86% [899000/1251000] [718.6/1000.0] [batch_t 0.367 (0.431)] [data_t 0.015] [optim_t 0.351] [lr 0.000573] [CE 3.687 (3.891)] [KD 2.139 (2.212)] +2024-10-19 18:07:59,557 - Train: 71.87% [899050/1251000] [718.7/1000.0] [batch_t 0.427 (0.425)] [data_t 0.015] [optim_t 0.412] [lr 0.000573] [CE 3.799 (3.954)] [KD 2.223 (2.230)] +2024-10-19 18:08:20,478 - Train: 71.87% [899100/1251000] [718.7/1000.0] [batch_t 0.509 (0.418)] [data_t 0.015] [optim_t 0.493] [lr 0.000573] [CE 3.687 (3.865)] [KD 1.935 (2.178)] +2024-10-19 18:08:41,642 - Train: 71.87% [899150/1251000] [718.7/1000.0] [batch_t 0.384 (0.423)] [data_t 0.015] [optim_t 0.369] [lr 0.000573] [CE 3.461 (3.950)] [KD 1.886 (2.208)] +2024-10-19 18:09:03,569 - Train: 71.88% [899200/1251000] [718.8/1000.0] [batch_t 0.358 (0.438)] [data_t 0.015] [optim_t 0.343] [lr 0.000573] [CE 3.860 (3.885)] [KD 2.173 (2.210)] +2024-10-19 18:09:25,863 - Train: 71.88% [899250/1251000] [718.8/1000.0] [batch_t 0.447 (0.446)] [data_t 0.015] [optim_t 0.432] [lr 0.000573] [CE 3.912 (4.003)] [KD 2.394 (2.272)] +2024-10-19 18:09:47,484 - Train: 71.89% [899300/1251000] [718.9/1000.0] [batch_t 0.377 (0.432)] [data_t 0.015] [optim_t 0.361] [lr 0.000573] [CE 3.602 (3.884)] [KD 2.067 (2.204)] +2024-10-19 18:10:08,909 - Train: 71.89% [899350/1251000] [718.9/1000.0] [batch_t 0.384 (0.428)] [data_t 0.015] [optim_t 0.369] [lr 0.000572] [CE 4.037 (3.886)] [KD 2.423 (2.195)] +2024-10-19 18:10:29,728 - Train: 71.89% [899400/1251000] [718.9/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.346] [lr 0.000572] [CE 3.837 (3.912)] [KD 2.139 (2.239)] +2024-10-19 18:10:51,241 - Train: 71.90% [899450/1251000] [719.0/1000.0] [batch_t 0.411 (0.430)] [data_t 0.015] [optim_t 0.396] [lr 0.000572] [CE 3.884 (3.927)] [KD 2.275 (2.216)] +2024-10-19 18:11:19,811 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40129] [top5_cnt 47615] [top_all 50000] +2024-10-19 18:11:19,812 - net: 80.258 (95.230) +2024-10-19 18:11:41,367 - Test (net_E): 100.00% [50/50] [batch_t 0.160 (0.425)] [top1_cnt 41280] [top5_cnt 48061] [top_all 50000] +2024-10-19 18:11:41,367 - net_E: 82.560 (96.122) +2024-10-19 18:11:41,506 - Max [top1: 80.640 (epoch: 715)] [top1-ema: 82.582 (epoch: 718)] +2024-10-19 18:11:41,506 - ==> Total time: 4 days, 18:29:50 Eta: 1 day, 20:44:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 18:11:59,728 - Train: 71.90% [899500/1251000] [719.0/1000.0] [batch_t 0.589 (0.544)] [data_t 0.016] [optim_t 0.573] [lr 0.000572] [CE 4.611 (4.043)] [KD 2.436 (2.277)] +2024-10-19 18:12:22,255 - Train: 71.91% [899550/1251000] [719.1/1000.0] [batch_t 0.450 (0.450)] [data_t 0.015] [optim_t 0.434] [lr 0.000572] [CE 4.221 (3.941)] [KD 2.504 (2.219)] +2024-10-19 18:12:44,249 - Train: 71.91% [899600/1251000] [719.1/1000.0] [batch_t 0.425 (0.440)] [data_t 0.015] [optim_t 0.409] [lr 0.000572] [CE 3.304 (3.864)] [KD 1.846 (2.157)] +2024-10-19 18:13:06,464 - Train: 71.91% [899650/1251000] [719.1/1000.0] [batch_t 0.452 (0.444)] [data_t 0.016] [optim_t 0.437] [lr 0.000572] [CE 3.964 (4.015)] [KD 2.215 (2.242)] +2024-10-19 18:13:29,393 - Train: 71.92% [899700/1251000] [719.2/1000.0] [batch_t 0.359 (0.458)] [data_t 0.016] [optim_t 0.343] [lr 0.000571] [CE 3.705 (3.879)] [KD 2.111 (2.166)] +2024-10-19 18:13:51,566 - Train: 71.92% [899750/1251000] [719.2/1000.0] [batch_t 0.472 (0.443)] [data_t 0.015] [optim_t 0.456] [lr 0.000571] [CE 4.074 (4.009)] [KD 2.243 (2.244)] +2024-10-19 18:14:13,833 - Train: 71.93% [899800/1251000] [719.3/1000.0] [batch_t 0.467 (0.445)] [data_t 0.015] [optim_t 0.452] [lr 0.000571] [CE 3.799 (3.933)] [KD 2.017 (2.193)] +2024-10-19 18:14:34,622 - Train: 71.93% [899850/1251000] [719.3/1000.0] [batch_t 0.407 (0.416)] [data_t 0.015] [optim_t 0.391] [lr 0.000571] [CE 3.875 (3.948)] [KD 2.039 (2.208)] +2024-10-19 18:14:55,398 - Train: 71.93% [899900/1251000] [719.3/1000.0] [batch_t 0.399 (0.415)] [data_t 0.015] [optim_t 0.383] [lr 0.000571] [CE 3.777 (3.927)] [KD 2.101 (2.226)] +2024-10-19 18:15:16,951 - Train: 71.94% [899950/1251000] [719.4/1000.0] [batch_t 0.469 (0.431)] [data_t 0.015] [optim_t 0.453] [lr 0.000571] [CE 3.392 (3.951)] [KD 1.958 (2.253)] +2024-10-19 18:15:39,341 - Train: 71.94% [900000/1251000] [719.4/1000.0] [batch_t 0.378 (0.448)] [data_t 0.015] [optim_t 0.362] [lr 0.000570] [CE 3.565 (3.901)] [KD 1.984 (2.221)] +2024-10-19 18:16:00,668 - Train: 71.95% [900050/1251000] [719.5/1000.0] [batch_t 0.410 (0.426)] [data_t 0.015] [optim_t 0.395] [lr 0.000570] [CE 4.036 (3.940)] [KD 2.270 (2.241)] +2024-10-19 18:16:22,341 - Train: 71.95% [900100/1251000] [719.5/1000.0] [batch_t 0.361 (0.433)] [data_t 0.015] [optim_t 0.346] [lr 0.000570] [CE 4.202 (3.961)] [KD 2.377 (2.217)] +2024-10-19 18:16:43,418 - Train: 71.95% [900150/1251000] [719.5/1000.0] [batch_t 0.420 (0.421)] [data_t 0.015] [optim_t 0.404] [lr 0.000570] [CE 4.228 (3.915)] [KD 2.368 (2.193)] +2024-10-19 18:17:05,178 - Train: 71.96% [900200/1251000] [719.6/1000.0] [batch_t 0.426 (0.435)] [data_t 0.015] [optim_t 0.411] [lr 0.000570] [CE 3.815 (3.942)] [KD 2.145 (2.172)] +2024-10-19 18:17:27,320 - Train: 71.96% [900250/1251000] [719.6/1000.0] [batch_t 0.362 (0.443)] [data_t 0.015] [optim_t 0.347] [lr 0.000570] [CE 4.276 (4.036)] [KD 2.415 (2.256)] +2024-10-19 18:17:48,935 - Train: 71.97% [900300/1251000] [719.7/1000.0] [batch_t 0.395 (0.432)] [data_t 0.016] [optim_t 0.379] [lr 0.000570] [CE 4.218 (3.901)] [KD 2.163 (2.211)] +2024-10-19 18:18:09,771 - Train: 71.97% [900350/1251000] [719.7/1000.0] [batch_t 0.424 (0.417)] [data_t 0.015] [optim_t 0.408] [lr 0.000569] [CE 4.376 (3.958)] [KD 2.391 (2.231)] +2024-10-19 18:18:30,503 - Train: 71.97% [900400/1251000] [719.7/1000.0] [batch_t 0.401 (0.415)] [data_t 0.015] [optim_t 0.385] [lr 0.000569] [CE 3.992 (3.944)] [KD 2.238 (2.224)] +2024-10-19 18:18:52,167 - Train: 71.98% [900450/1251000] [719.8/1000.0] [batch_t 0.454 (0.433)] [data_t 0.015] [optim_t 0.439] [lr 0.000569] [CE 4.073 (3.962)] [KD 2.260 (2.241)] +2024-10-19 18:19:13,820 - Train: 71.98% [900500/1251000] [719.8/1000.0] [batch_t 0.362 (0.433)] [data_t 0.016] [optim_t 0.347] [lr 0.000569] [CE 4.221 (3.947)] [KD 2.318 (2.217)] +2024-10-19 18:19:35,262 - Train: 71.99% [900550/1251000] [719.9/1000.0] [batch_t 0.433 (0.429)] [data_t 0.015] [optim_t 0.417] [lr 0.000569] [CE 3.562 (4.009)] [KD 1.907 (2.242)] +2024-10-19 18:19:57,293 - Train: 71.99% [900600/1251000] [719.9/1000.0] [batch_t 0.363 (0.441)] [data_t 0.015] [optim_t 0.347] [lr 0.000569] [CE 4.214 (3.974)] [KD 2.394 (2.234)] +2024-10-19 18:20:18,184 - Train: 71.99% [900650/1251000] [719.9/1000.0] [batch_t 0.450 (0.418)] [data_t 0.015] [optim_t 0.434] [lr 0.000569] [CE 4.113 (3.891)] [KD 2.371 (2.189)] +2024-10-19 18:20:39,628 - Train: 72.00% [900700/1251000] [720.0/1000.0] [batch_t 0.367 (0.429)] [data_t 0.016] [optim_t 0.351] [lr 0.000568] [CE 3.783 (3.906)] [KD 2.124 (2.199)] +2024-10-19 18:21:08,532 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40137] [top5_cnt 47642] [top_all 50000] +2024-10-19 18:21:08,533 - net: 80.274 (95.284) +2024-10-19 18:21:29,796 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 41273] [top5_cnt 48066] [top_all 50000] +2024-10-19 18:21:29,796 - net_E: 82.546 (96.132) +2024-10-19 18:21:29,946 - Max [top1: 80.640 (epoch: 715)] [top1-ema: 82.582 (epoch: 718)] +2024-10-19 18:21:29,947 - ==> Total time: 4 days, 18:39:38 Eta: 1 day, 20:35:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 18:21:48,712 - Train: 72.00% [900750/1251000] [720.0/1000.0] [batch_t 0.363 (0.479)] [data_t 0.015] [optim_t 0.348] [lr 0.000568] [CE 3.736 (3.962)] [KD 2.036 (2.219)] +2024-10-19 18:22:08,992 - Train: 72.01% [900800/1251000] [720.1/1000.0] [batch_t 0.440 (0.405)] [data_t 0.015] [optim_t 0.424] [lr 0.000568] [CE 3.462 (3.978)] [KD 2.021 (2.190)] +2024-10-19 18:22:30,790 - Train: 72.01% [900850/1251000] [720.1/1000.0] [batch_t 0.429 (0.436)] [data_t 0.015] [optim_t 0.414] [lr 0.000568] [CE 3.854 (3.867)] [KD 2.287 (2.190)] +2024-10-19 18:22:52,226 - Train: 72.01% [900900/1251000] [720.1/1000.0] [batch_t 0.456 (0.429)] [data_t 0.015] [optim_t 0.441] [lr 0.000568] [CE 3.997 (3.936)] [KD 2.367 (2.209)] +2024-10-19 18:23:13,287 - Train: 72.02% [900950/1251000] [720.2/1000.0] [batch_t 0.388 (0.421)] [data_t 0.015] [optim_t 0.373] [lr 0.000568] [CE 3.419 (3.925)] [KD 2.068 (2.228)] +2024-10-19 18:23:34,387 - Train: 72.02% [901000/1251000] [720.2/1000.0] [batch_t 0.411 (0.422)] [data_t 0.015] [optim_t 0.395] [lr 0.000568] [CE 3.457 (3.937)] [KD 1.892 (2.213)] +2024-10-19 18:23:55,088 - Train: 72.03% [901050/1251000] [720.3/1000.0] [batch_t 0.411 (0.414)] [data_t 0.015] [optim_t 0.395] [lr 0.000567] [CE 4.434 (3.933)] [KD 2.367 (2.226)] +2024-10-19 18:24:16,120 - Train: 72.03% [901100/1251000] [720.3/1000.0] [batch_t 0.427 (0.421)] [data_t 0.015] [optim_t 0.412] [lr 0.000567] [CE 4.012 (3.872)] [KD 2.320 (2.202)] +2024-10-19 18:24:36,980 - Train: 72.03% [901150/1251000] [720.3/1000.0] [batch_t 0.501 (0.417)] [data_t 0.016] [optim_t 0.486] [lr 0.000567] [CE 4.072 (3.983)] [KD 2.456 (2.250)] +2024-10-19 18:24:57,827 - Train: 72.04% [901200/1251000] [720.4/1000.0] [batch_t 0.419 (0.417)] [data_t 0.015] [optim_t 0.404] [lr 0.000567] [CE 4.301 (3.975)] [KD 2.441 (2.238)] +2024-10-19 18:25:19,169 - Train: 72.04% [901250/1251000] [720.4/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.347] [lr 0.000567] [CE 4.200 (3.915)] [KD 2.475 (2.213)] +2024-10-19 18:25:41,318 - Train: 72.05% [901300/1251000] [720.5/1000.0] [batch_t 0.453 (0.443)] [data_t 0.015] [optim_t 0.437] [lr 0.000567] [CE 3.603 (3.915)] [KD 2.120 (2.188)] +2024-10-19 18:26:03,833 - Train: 72.05% [901350/1251000] [720.5/1000.0] [batch_t 0.406 (0.450)] [data_t 0.015] [optim_t 0.391] [lr 0.000567] [CE 4.466 (3.950)] [KD 2.447 (2.226)] +2024-10-19 18:26:25,973 - Train: 72.05% [901400/1251000] [720.5/1000.0] [batch_t 0.429 (0.443)] [data_t 0.015] [optim_t 0.413] [lr 0.000566] [CE 3.773 (3.901)] [KD 1.964 (2.202)] +2024-10-19 18:26:48,192 - Train: 72.06% [901450/1251000] [720.6/1000.0] [batch_t 0.409 (0.444)] [data_t 0.016] [optim_t 0.393] [lr 0.000566] [CE 3.829 (3.941)] [KD 2.044 (2.216)] +2024-10-19 18:27:08,643 - Train: 72.06% [901500/1251000] [720.6/1000.0] [batch_t 0.410 (0.409)] [data_t 0.015] [optim_t 0.395] [lr 0.000566] [CE 4.304 (3.938)] [KD 2.384 (2.212)] +2024-10-19 18:27:29,538 - Train: 72.07% [901550/1251000] [720.7/1000.0] [batch_t 0.435 (0.418)] [data_t 0.016] [optim_t 0.420] [lr 0.000566] [CE 3.751 (3.952)] [KD 2.213 (2.201)] +2024-10-19 18:27:50,541 - Train: 72.07% [901600/1251000] [720.7/1000.0] [batch_t 0.402 (0.420)] [data_t 0.015] [optim_t 0.386] [lr 0.000566] [CE 3.079 (3.911)] [KD 1.683 (2.172)] +2024-10-19 18:28:12,004 - Train: 72.07% [901650/1251000] [720.7/1000.0] [batch_t 0.411 (0.429)] [data_t 0.015] [optim_t 0.396] [lr 0.000566] [CE 4.019 (3.979)] [KD 2.115 (2.253)] +2024-10-19 18:28:33,159 - Train: 72.08% [901700/1251000] [720.8/1000.0] [batch_t 0.397 (0.423)] [data_t 0.015] [optim_t 0.381] [lr 0.000566] [CE 4.079 (3.917)] [KD 2.185 (2.208)] +2024-10-19 18:28:54,163 - Train: 72.08% [901750/1251000] [720.8/1000.0] [batch_t 0.445 (0.420)] [data_t 0.016] [optim_t 0.429] [lr 0.000565] [CE 3.919 (3.912)] [KD 2.146 (2.209)] +2024-10-19 18:29:15,323 - Train: 72.09% [901800/1251000] [720.9/1000.0] [batch_t 0.408 (0.423)] [data_t 0.016] [optim_t 0.392] [lr 0.000565] [CE 3.930 (3.964)] [KD 2.187 (2.223)] +2024-10-19 18:29:37,217 - Train: 72.09% [901850/1251000] [720.9/1000.0] [batch_t 0.363 (0.438)] [data_t 0.016] [optim_t 0.347] [lr 0.000565] [CE 4.053 (3.910)] [KD 2.129 (2.197)] +2024-10-19 18:29:57,631 - Train: 72.09% [901900/1251000] [720.9/1000.0] [batch_t 0.417 (0.408)] [data_t 0.015] [optim_t 0.402] [lr 0.000565] [CE 3.542 (3.887)] [KD 2.097 (2.184)] +2024-10-19 18:30:18,786 - Train: 72.10% [901950/1251000] [721.0/1000.0] [batch_t 0.434 (0.423)] [data_t 0.016] [optim_t 0.418] [lr 0.000565] [CE 3.921 (3.959)] [KD 2.422 (2.264)] +2024-10-19 18:30:49,418 - Test (net): 100.00% [50/50] [batch_t 0.188 (0.442)] [top1_cnt 40276] [top5_cnt 47669] [top_all 50000] +2024-10-19 18:30:49,418 - net: 80.552 (95.338) +2024-10-19 18:31:10,791 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41273] [top5_cnt 48072] [top_all 50000] +2024-10-19 18:31:10,792 - net_E: 82.546 (96.144) +2024-10-19 18:31:10,948 - Max [top1: 80.640 (epoch: 715)] [top1-ema: 82.582 (epoch: 718)] +2024-10-19 18:31:10,949 - ==> Total time: 4 days, 18:49:19 Eta: 1 day, 20:25:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 18:31:27,793 - Train: 72.10% [902000/1251000] [721.0/1000.0] [batch_t 0.361 (0.534)] [data_t 0.016] [optim_t 0.345] [lr 0.000565] [CE 3.826 (3.959)] [KD 2.052 (2.193)] +2024-10-19 18:31:48,567 - Train: 72.11% [902050/1251000] [721.1/1000.0] [batch_t 0.455 (0.415)] [data_t 0.015] [optim_t 0.440] [lr 0.000565] [CE 3.423 (3.902)] [KD 1.945 (2.168)] +2024-10-19 18:32:10,474 - Train: 72.11% [902100/1251000] [721.1/1000.0] [batch_t 0.427 (0.438)] [data_t 0.015] [optim_t 0.411] [lr 0.000564] [CE 3.842 (3.932)] [KD 2.096 (2.213)] +2024-10-19 18:32:31,996 - Train: 72.11% [902150/1251000] [721.1/1000.0] [batch_t 0.361 (0.430)] [data_t 0.015] [optim_t 0.346] [lr 0.000564] [CE 4.319 (4.010)] [KD 2.343 (2.229)] +2024-10-19 18:32:53,681 - Train: 72.12% [902200/1251000] [721.2/1000.0] [batch_t 0.412 (0.434)] [data_t 0.015] [optim_t 0.396] [lr 0.000564] [CE 3.716 (3.934)] [KD 2.189 (2.208)] +2024-10-19 18:33:15,534 - Train: 72.12% [902250/1251000] [721.2/1000.0] [batch_t 0.376 (0.437)] [data_t 0.016] [optim_t 0.360] [lr 0.000564] [CE 3.747 (3.901)] [KD 2.043 (2.182)] +2024-10-19 18:33:37,855 - Train: 72.13% [902300/1251000] [721.3/1000.0] [batch_t 0.408 (0.446)] [data_t 0.015] [optim_t 0.392] [lr 0.000564] [CE 4.209 (3.868)] [KD 2.505 (2.198)] +2024-10-19 18:34:00,124 - Train: 72.13% [902350/1251000] [721.3/1000.0] [batch_t 0.440 (0.445)] [data_t 0.015] [optim_t 0.425] [lr 0.000564] [CE 3.960 (3.904)] [KD 2.200 (2.196)] +2024-10-19 18:34:21,315 - Train: 72.13% [902400/1251000] [721.3/1000.0] [batch_t 0.473 (0.424)] [data_t 0.015] [optim_t 0.457] [lr 0.000564] [CE 3.845 (3.901)] [KD 2.263 (2.181)] +2024-10-19 18:34:42,018 - Train: 72.14% [902450/1251000] [721.4/1000.0] [batch_t 0.446 (0.414)] [data_t 0.016] [optim_t 0.430] [lr 0.000563] [CE 3.167 (3.883)] [KD 1.888 (2.172)] +2024-10-19 18:35:02,700 - Train: 72.14% [902500/1251000] [721.4/1000.0] [batch_t 0.407 (0.414)] [data_t 0.016] [optim_t 0.391] [lr 0.000563] [CE 3.572 (3.915)] [KD 2.137 (2.201)] +2024-10-19 18:35:23,688 - Train: 72.15% [902550/1251000] [721.5/1000.0] [batch_t 0.413 (0.420)] [data_t 0.015] [optim_t 0.398] [lr 0.000563] [CE 3.979 (3.867)] [KD 2.201 (2.169)] +2024-10-19 18:35:44,643 - Train: 72.15% [902600/1251000] [721.5/1000.0] [batch_t 0.410 (0.419)] [data_t 0.015] [optim_t 0.394] [lr 0.000563] [CE 3.628 (3.882)] [KD 2.066 (2.142)] +2024-10-19 18:36:06,000 - Train: 72.15% [902650/1251000] [721.5/1000.0] [batch_t 0.406 (0.427)] [data_t 0.015] [optim_t 0.391] [lr 0.000563] [CE 3.946 (3.940)] [KD 2.261 (2.211)] +2024-10-19 18:36:26,980 - Train: 72.16% [902700/1251000] [721.6/1000.0] [batch_t 0.406 (0.419)] [data_t 0.015] [optim_t 0.390] [lr 0.000563] [CE 3.817 (3.911)] [KD 2.171 (2.192)] +2024-10-19 18:36:48,050 - Train: 72.16% [902750/1251000] [721.6/1000.0] [batch_t 0.422 (0.421)] [data_t 0.016] [optim_t 0.406] [lr 0.000563] [CE 3.730 (3.931)] [KD 2.184 (2.235)] +2024-10-19 18:37:09,149 - Train: 72.17% [902800/1251000] [721.7/1000.0] [batch_t 0.389 (0.422)] [data_t 0.015] [optim_t 0.373] [lr 0.000562] [CE 4.130 (3.969)] [KD 2.284 (2.242)] +2024-10-19 18:37:30,126 - Train: 72.17% [902850/1251000] [721.7/1000.0] [batch_t 0.428 (0.419)] [data_t 0.015] [optim_t 0.413] [lr 0.000562] [CE 4.003 (3.978)] [KD 2.273 (2.241)] +2024-10-19 18:37:51,186 - Train: 72.17% [902900/1251000] [721.7/1000.0] [batch_t 0.433 (0.421)] [data_t 0.015] [optim_t 0.417] [lr 0.000562] [CE 3.873 (3.925)] [KD 2.042 (2.189)] +2024-10-19 18:38:12,222 - Train: 72.18% [902950/1251000] [721.8/1000.0] [batch_t 0.435 (0.421)] [data_t 0.015] [optim_t 0.420] [lr 0.000562] [CE 3.991 (3.955)] [KD 2.306 (2.228)] +2024-10-19 18:38:33,455 - Train: 72.18% [903000/1251000] [721.8/1000.0] [batch_t 0.461 (0.425)] [data_t 0.016] [optim_t 0.445] [lr 0.000562] [CE 4.332 (4.009)] [KD 2.549 (2.261)] +2024-10-19 18:38:54,768 - Train: 72.19% [903050/1251000] [721.9/1000.0] [batch_t 0.387 (0.426)] [data_t 0.015] [optim_t 0.371] [lr 0.000562] [CE 4.083 (3.959)] [KD 2.225 (2.209)] +2024-10-19 18:39:16,159 - Train: 72.19% [903100/1251000] [721.9/1000.0] [batch_t 0.453 (0.428)] [data_t 0.015] [optim_t 0.438] [lr 0.000562] [CE 4.118 (3.891)] [KD 2.210 (2.176)] +2024-10-19 18:39:37,151 - Train: 72.19% [903150/1251000] [721.9/1000.0] [batch_t 0.416 (0.420)] [data_t 0.015] [optim_t 0.400] [lr 0.000561] [CE 4.360 (3.897)] [KD 2.429 (2.200)] +2024-10-19 18:39:59,184 - Train: 72.20% [903200/1251000] [722.0/1000.0] [batch_t 0.459 (0.441)] [data_t 0.015] [optim_t 0.444] [lr 0.000561] [CE 3.694 (3.877)] [KD 2.152 (2.181)] +2024-10-19 18:40:29,880 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 40183] [top5_cnt 47709] [top_all 50000] +2024-10-19 18:40:29,881 - net: 80.366 (95.418) +2024-10-19 18:40:51,374 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41256] [top5_cnt 48075] [top_all 50000] +2024-10-19 18:40:51,374 - net_E: 82.512 (96.150) +2024-10-19 18:40:51,531 - Max [top1: 80.640 (epoch: 715)] [top1-ema: 82.582 (epoch: 718)] +2024-10-19 18:40:51,531 - ==> Total time: 4 days, 18:59:00 Eta: 1 day, 20:16:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 18:41:08,513 - Train: 72.20% [903250/1251000] [722.0/1000.0] [batch_t 0.359 (0.553)] [data_t 0.016] [optim_t 0.343] [lr 0.000561] [CE 3.552 (3.942)] [KD 1.936 (2.223)] +2024-10-19 18:41:29,302 - Train: 72.21% [903300/1251000] [722.1/1000.0] [batch_t 0.440 (0.416)] [data_t 0.015] [optim_t 0.424] [lr 0.000561] [CE 4.075 (3.911)] [KD 2.201 (2.215)] +2024-10-19 18:41:50,530 - Train: 72.21% [903350/1251000] [722.1/1000.0] [batch_t 0.406 (0.424)] [data_t 0.016] [optim_t 0.390] [lr 0.000561] [CE 3.502 (3.911)] [KD 2.084 (2.182)] +2024-10-19 18:42:11,932 - Train: 72.21% [903400/1251000] [722.1/1000.0] [batch_t 0.464 (0.428)] [data_t 0.015] [optim_t 0.448] [lr 0.000561] [CE 4.252 (3.901)] [KD 2.286 (2.191)] +2024-10-19 18:42:33,834 - Train: 72.22% [903450/1251000] [722.2/1000.0] [batch_t 0.441 (0.438)] [data_t 0.015] [optim_t 0.426] [lr 0.000561] [CE 4.237 (3.942)] [KD 2.344 (2.214)] +2024-10-19 18:42:55,089 - Train: 72.22% [903500/1251000] [722.2/1000.0] [batch_t 0.422 (0.425)] [data_t 0.015] [optim_t 0.406] [lr 0.000560] [CE 3.726 (3.876)] [KD 2.180 (2.176)] +2024-10-19 18:43:16,576 - Train: 72.23% [903550/1251000] [722.3/1000.0] [batch_t 0.425 (0.430)] [data_t 0.015] [optim_t 0.410] [lr 0.000560] [CE 3.776 (3.944)] [KD 2.067 (2.199)] +2024-10-19 18:43:38,604 - Train: 72.23% [903600/1251000] [722.3/1000.0] [batch_t 0.437 (0.440)] [data_t 0.016] [optim_t 0.421] [lr 0.000560] [CE 4.034 (3.937)] [KD 2.370 (2.200)] +2024-10-19 18:43:59,346 - Train: 72.23% [903650/1251000] [722.3/1000.0] [batch_t 0.442 (0.415)] [data_t 0.015] [optim_t 0.427] [lr 0.000560] [CE 3.848 (3.911)] [KD 2.249 (2.194)] +2024-10-19 18:44:21,374 - Train: 72.24% [903700/1251000] [722.4/1000.0] [batch_t 0.438 (0.440)] [data_t 0.016] [optim_t 0.423] [lr 0.000560] [CE 3.608 (3.904)] [KD 1.975 (2.210)] +2024-10-19 18:44:43,100 - Train: 72.24% [903750/1251000] [722.4/1000.0] [batch_t 0.443 (0.434)] [data_t 0.016] [optim_t 0.427] [lr 0.000560] [CE 4.185 (3.944)] [KD 2.493 (2.226)] +2024-10-19 18:45:04,918 - Train: 72.25% [903800/1251000] [722.5/1000.0] [batch_t 0.429 (0.436)] [data_t 0.015] [optim_t 0.413] [lr 0.000560] [CE 3.981 (3.862)] [KD 2.223 (2.167)] +2024-10-19 18:45:25,734 - Train: 72.25% [903850/1251000] [722.5/1000.0] [batch_t 0.436 (0.416)] [data_t 0.015] [optim_t 0.420] [lr 0.000559] [CE 3.237 (3.969)] [KD 1.875 (2.239)] +2024-10-19 18:45:46,819 - Train: 72.25% [903900/1251000] [722.5/1000.0] [batch_t 0.471 (0.422)] [data_t 0.015] [optim_t 0.456] [lr 0.000559] [CE 3.720 (3.937)] [KD 2.296 (2.205)] +2024-10-19 18:46:07,747 - Train: 72.26% [903950/1251000] [722.6/1000.0] [batch_t 0.394 (0.418)] [data_t 0.016] [optim_t 0.379] [lr 0.000559] [CE 4.138 (3.912)] [KD 2.304 (2.194)] +2024-10-19 18:46:28,592 - Train: 72.26% [904000/1251000] [722.6/1000.0] [batch_t 0.390 (0.417)] [data_t 0.015] [optim_t 0.375] [lr 0.000559] [CE 3.417 (3.967)] [KD 1.862 (2.214)] +2024-10-19 18:46:50,190 - Train: 72.27% [904050/1251000] [722.7/1000.0] [batch_t 0.433 (0.432)] [data_t 0.016] [optim_t 0.418] [lr 0.000559] [CE 3.497 (3.895)] [KD 1.883 (2.198)] +2024-10-19 18:47:11,665 - Train: 72.27% [904100/1251000] [722.7/1000.0] [batch_t 0.439 (0.429)] [data_t 0.015] [optim_t 0.423] [lr 0.000559] [CE 4.577 (3.899)] [KD 2.410 (2.212)] +2024-10-19 18:47:32,816 - Train: 72.27% [904150/1251000] [722.7/1000.0] [batch_t 0.450 (0.423)] [data_t 0.016] [optim_t 0.434] [lr 0.000559] [CE 4.344 (4.049)] [KD 2.329 (2.261)] +2024-10-19 18:47:54,287 - Train: 72.28% [904200/1251000] [722.8/1000.0] [batch_t 0.442 (0.429)] [data_t 0.016] [optim_t 0.426] [lr 0.000558] [CE 3.531 (3.947)] [KD 1.984 (2.201)] +2024-10-19 18:48:15,786 - Train: 72.28% [904250/1251000] [722.8/1000.0] [batch_t 0.494 (0.430)] [data_t 0.015] [optim_t 0.479] [lr 0.000558] [CE 3.706 (3.935)] [KD 2.246 (2.223)] +2024-10-19 18:48:37,100 - Train: 72.29% [904300/1251000] [722.9/1000.0] [batch_t 0.382 (0.426)] [data_t 0.015] [optim_t 0.367] [lr 0.000558] [CE 4.427 (3.984)] [KD 2.506 (2.236)] +2024-10-19 18:48:58,551 - Train: 72.29% [904350/1251000] [722.9/1000.0] [batch_t 0.440 (0.429)] [data_t 0.015] [optim_t 0.424] [lr 0.000558] [CE 3.715 (3.917)] [KD 2.020 (2.227)] +2024-10-19 18:49:19,892 - Train: 72.29% [904400/1251000] [722.9/1000.0] [batch_t 0.397 (0.427)] [data_t 0.016] [optim_t 0.382] [lr 0.000558] [CE 3.706 (3.953)] [KD 2.020 (2.208)] +2024-10-19 18:49:41,443 - Train: 72.30% [904450/1251000] [723.0/1000.0] [batch_t 0.431 (0.431)] [data_t 0.016] [optim_t 0.416] [lr 0.000558] [CE 3.740 (3.907)] [KD 2.251 (2.199)] +2024-10-19 18:50:12,416 - Test (net): 100.00% [50/50] [batch_t 0.142 (0.434)] [top1_cnt 40332] [top5_cnt 47688] [top_all 50000] +2024-10-19 18:50:12,416 - net: 80.664 (95.376) +2024-10-19 18:50:33,289 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 41245] [top5_cnt 48052] [top_all 50000] +2024-10-19 18:50:33,290 - net_E: 82.490 (96.104) +2024-10-19 18:50:33,451 - Max [top1: 80.664 (epoch: 723)] [top1-ema: 82.582 (epoch: 718)] +2024-10-19 18:50:33,451 - ==> Total time: 4 days, 19:08:42 Eta: 1 day, 20:06:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 18:50:50,856 - Train: 72.30% [904500/1251000] [723.0/1000.0] [batch_t 0.365 (0.470)] [data_t 0.015] [optim_t 0.350] [lr 0.000558] [CE 4.183 (3.945)] [KD 2.459 (2.197)] +2024-10-19 18:51:10,391 - Train: 72.31% [904550/1251000] [723.1/1000.0] [batch_t 0.360 (0.391)] [data_t 0.015] [optim_t 0.345] [lr 0.000557] [CE 4.271 (3.949)] [KD 2.427 (2.222)] +2024-10-19 18:51:32,109 - Train: 72.31% [904600/1251000] [723.1/1000.0] [batch_t 0.434 (0.434)] [data_t 0.015] [optim_t 0.419] [lr 0.000557] [CE 4.299 (3.943)] [KD 2.267 (2.212)] +2024-10-19 18:51:53,279 - Train: 72.31% [904650/1251000] [723.1/1000.0] [batch_t 0.452 (0.423)] [data_t 0.015] [optim_t 0.436] [lr 0.000557] [CE 4.144 (3.993)] [KD 2.289 (2.233)] +2024-10-19 18:52:14,640 - Train: 72.32% [904700/1251000] [723.2/1000.0] [batch_t 0.431 (0.427)] [data_t 0.015] [optim_t 0.415] [lr 0.000557] [CE 3.969 (3.920)] [KD 2.173 (2.173)] +2024-10-19 18:52:36,203 - Train: 72.32% [904750/1251000] [723.2/1000.0] [batch_t 0.365 (0.431)] [data_t 0.016] [optim_t 0.350] [lr 0.000557] [CE 3.992 (3.905)] [KD 2.241 (2.187)] +2024-10-19 18:52:57,720 - Train: 72.33% [904800/1251000] [723.3/1000.0] [batch_t 0.450 (0.430)] [data_t 0.015] [optim_t 0.435] [lr 0.000557] [CE 4.515 (3.929)] [KD 2.483 (2.201)] +2024-10-19 18:53:20,059 - Train: 72.33% [904850/1251000] [723.3/1000.0] [batch_t 0.511 (0.447)] [data_t 0.015] [optim_t 0.495] [lr 0.000557] [CE 4.220 (3.973)] [KD 2.243 (2.220)] +2024-10-19 18:53:41,233 - Train: 72.33% [904900/1251000] [723.3/1000.0] [batch_t 0.505 (0.423)] [data_t 0.015] [optim_t 0.490] [lr 0.000556] [CE 3.612 (3.943)] [KD 2.042 (2.206)] +2024-10-19 18:54:02,211 - Train: 72.34% [904950/1251000] [723.4/1000.0] [batch_t 0.457 (0.419)] [data_t 0.015] [optim_t 0.441] [lr 0.000556] [CE 3.912 (3.959)] [KD 2.106 (2.205)] +2024-10-19 18:54:23,305 - Train: 72.34% [905000/1251000] [723.4/1000.0] [batch_t 0.484 (0.422)] [data_t 0.015] [optim_t 0.468] [lr 0.000556] [CE 3.807 (3.972)] [KD 2.076 (2.213)] +2024-10-19 18:54:45,204 - Train: 72.35% [905050/1251000] [723.5/1000.0] [batch_t 0.479 (0.438)] [data_t 0.015] [optim_t 0.464] [lr 0.000556] [CE 4.102 (3.969)] [KD 2.332 (2.220)] +2024-10-19 18:55:07,023 - Train: 72.35% [905100/1251000] [723.5/1000.0] [batch_t 0.476 (0.436)] [data_t 0.015] [optim_t 0.460] [lr 0.000556] [CE 4.462 (3.966)] [KD 2.680 (2.239)] +2024-10-19 18:55:28,344 - Train: 72.35% [905150/1251000] [723.5/1000.0] [batch_t 0.423 (0.426)] [data_t 0.015] [optim_t 0.408] [lr 0.000556] [CE 3.760 (3.984)] [KD 1.970 (2.199)] +2024-10-19 18:55:49,776 - Train: 72.36% [905200/1251000] [723.6/1000.0] [batch_t 0.421 (0.429)] [data_t 0.015] [optim_t 0.406] [lr 0.000556] [CE 3.964 (3.989)] [KD 2.130 (2.203)] +2024-10-19 18:56:11,419 - Train: 72.36% [905250/1251000] [723.6/1000.0] [batch_t 0.441 (0.433)] [data_t 0.015] [optim_t 0.426] [lr 0.000555] [CE 3.981 (3.893)] [KD 2.112 (2.178)] +2024-10-19 18:56:32,729 - Train: 72.37% [905300/1251000] [723.7/1000.0] [batch_t 0.423 (0.426)] [data_t 0.016] [optim_t 0.408] [lr 0.000555] [CE 3.928 (4.011)] [KD 2.102 (2.204)] +2024-10-19 18:56:54,194 - Train: 72.37% [905350/1251000] [723.7/1000.0] [batch_t 0.415 (0.429)] [data_t 0.015] [optim_t 0.399] [lr 0.000555] [CE 3.846 (3.949)] [KD 2.270 (2.215)] +2024-10-19 18:57:15,707 - Train: 72.37% [905400/1251000] [723.7/1000.0] [batch_t 0.448 (0.430)] [data_t 0.015] [optim_t 0.433] [lr 0.000555] [CE 3.718 (3.946)] [KD 2.222 (2.227)] +2024-10-19 18:57:36,975 - Train: 72.38% [905450/1251000] [723.8/1000.0] [batch_t 0.450 (0.425)] [data_t 0.015] [optim_t 0.435] [lr 0.000555] [CE 3.525 (3.919)] [KD 2.064 (2.162)] +2024-10-19 18:57:58,551 - Train: 72.38% [905500/1251000] [723.8/1000.0] [batch_t 0.376 (0.431)] [data_t 0.015] [optim_t 0.361] [lr 0.000555] [CE 4.147 (3.973)] [KD 2.240 (2.265)] +2024-10-19 18:58:19,882 - Train: 72.39% [905550/1251000] [723.9/1000.0] [batch_t 0.399 (0.427)] [data_t 0.015] [optim_t 0.384] [lr 0.000555] [CE 3.959 (3.953)] [KD 2.202 (2.222)] +2024-10-19 18:58:41,255 - Train: 72.39% [905600/1251000] [723.9/1000.0] [batch_t 0.423 (0.427)] [data_t 0.016] [optim_t 0.407] [lr 0.000554] [CE 4.037 (3.954)] [KD 2.332 (2.223)] +2024-10-19 18:59:03,630 - Train: 72.39% [905650/1251000] [723.9/1000.0] [batch_t 0.527 (0.447)] [data_t 0.016] [optim_t 0.511] [lr 0.000554] [CE 3.868 (3.951)] [KD 2.186 (2.209)] +2024-10-19 18:59:24,951 - Train: 72.40% [905700/1251000] [724.0/1000.0] [batch_t 0.379 (0.426)] [data_t 0.016] [optim_t 0.363] [lr 0.000554] [CE 4.283 (3.940)] [KD 2.186 (2.223)] +2024-10-19 18:59:55,533 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40369] [top5_cnt 47772] [top_all 50000] +2024-10-19 18:59:55,534 - net: 80.738 (95.544) +2024-10-19 19:00:16,835 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 41261] [top5_cnt 48058] [top_all 50000] +2024-10-19 19:00:16,835 - net_E: 82.522 (96.116) +2024-10-19 19:00:17,005 - Max [top1: 80.738 (epoch: 724)] [top1-ema: 82.582 (epoch: 718)] +2024-10-19 19:00:17,006 - ==> Total time: 4 days, 19:18:25 Eta: 1 day, 19:57:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 19:00:34,240 - Train: 72.40% [905750/1251000] [724.0/1000.0] [batch_t 0.368 (0.495)] [data_t 0.015] [optim_t 0.352] [lr 0.000554] [CE 3.799 (3.849)] [KD 2.120 (2.151)] +2024-10-19 19:00:53,901 - Train: 72.41% [905800/1251000] [724.1/1000.0] [batch_t 0.361 (0.393)] [data_t 0.015] [optim_t 0.346] [lr 0.000554] [CE 4.198 (3.850)] [KD 2.305 (2.163)] +2024-10-19 19:01:14,309 - Train: 72.41% [905850/1251000] [724.1/1000.0] [batch_t 0.410 (0.408)] [data_t 0.015] [optim_t 0.394] [lr 0.000554] [CE 3.770 (3.961)] [KD 2.181 (2.203)] +2024-10-19 19:01:35,291 - Train: 72.41% [905900/1251000] [724.1/1000.0] [batch_t 0.460 (0.420)] [data_t 0.015] [optim_t 0.444] [lr 0.000554] [CE 4.221 (3.930)] [KD 2.495 (2.205)] +2024-10-19 19:01:56,572 - Train: 72.42% [905950/1251000] [724.2/1000.0] [batch_t 0.414 (0.426)] [data_t 0.015] [optim_t 0.399] [lr 0.000553] [CE 3.662 (3.996)] [KD 1.988 (2.214)] +2024-10-19 19:02:18,044 - Train: 72.42% [906000/1251000] [724.2/1000.0] [batch_t 0.501 (0.429)] [data_t 0.015] [optim_t 0.485] [lr 0.000553] [CE 4.247 (3.939)] [KD 2.311 (2.176)] +2024-10-19 19:02:39,970 - Train: 72.43% [906050/1251000] [724.3/1000.0] [batch_t 0.444 (0.438)] [data_t 0.015] [optim_t 0.429] [lr 0.000553] [CE 4.393 (3.964)] [KD 2.297 (2.194)] +2024-10-19 19:03:01,900 - Train: 72.43% [906100/1251000] [724.3/1000.0] [batch_t 0.467 (0.439)] [data_t 0.015] [optim_t 0.452] [lr 0.000553] [CE 4.183 (4.005)] [KD 2.409 (2.217)] +2024-10-19 19:03:23,182 - Train: 72.43% [906150/1251000] [724.3/1000.0] [batch_t 0.358 (0.426)] [data_t 0.015] [optim_t 0.342] [lr 0.000553] [CE 3.824 (3.989)] [KD 2.154 (2.232)] +2024-10-19 19:03:45,199 - Train: 72.44% [906200/1251000] [724.4/1000.0] [batch_t 0.412 (0.440)] [data_t 0.015] [optim_t 0.397] [lr 0.000553] [CE 4.473 (3.896)] [KD 2.317 (2.182)] +2024-10-19 19:04:07,343 - Train: 72.44% [906250/1251000] [724.4/1000.0] [batch_t 0.514 (0.443)] [data_t 0.015] [optim_t 0.499] [lr 0.000553] [CE 3.677 (3.907)] [KD 2.014 (2.172)] +2024-10-19 19:04:29,034 - Train: 72.45% [906300/1251000] [724.5/1000.0] [batch_t 0.360 (0.434)] [data_t 0.015] [optim_t 0.344] [lr 0.000552] [CE 3.766 (4.033)] [KD 2.250 (2.235)] +2024-10-19 19:04:50,656 - Train: 72.45% [906350/1251000] [724.5/1000.0] [batch_t 0.474 (0.432)] [data_t 0.015] [optim_t 0.459] [lr 0.000552] [CE 3.990 (3.979)] [KD 2.310 (2.234)] +2024-10-19 19:05:11,961 - Train: 72.45% [906400/1251000] [724.5/1000.0] [batch_t 0.399 (0.426)] [data_t 0.016] [optim_t 0.383] [lr 0.000552] [CE 4.005 (3.931)] [KD 2.324 (2.208)] +2024-10-19 19:05:33,796 - Train: 72.46% [906450/1251000] [724.6/1000.0] [batch_t 0.492 (0.437)] [data_t 0.015] [optim_t 0.477] [lr 0.000552] [CE 4.299 (3.959)] [KD 2.265 (2.214)] +2024-10-19 19:05:55,508 - Train: 72.46% [906500/1251000] [724.6/1000.0] [batch_t 0.421 (0.434)] [data_t 0.016] [optim_t 0.406] [lr 0.000552] [CE 4.416 (3.894)] [KD 2.473 (2.199)] +2024-10-19 19:06:17,218 - Train: 72.47% [906550/1251000] [724.7/1000.0] [batch_t 0.449 (0.434)] [data_t 0.015] [optim_t 0.433] [lr 0.000552] [CE 3.640 (3.879)] [KD 2.089 (2.178)] +2024-10-19 19:06:38,702 - Train: 72.47% [906600/1251000] [724.7/1000.0] [batch_t 0.422 (0.430)] [data_t 0.015] [optim_t 0.407] [lr 0.000552] [CE 3.781 (4.050)] [KD 2.238 (2.256)] +2024-10-19 19:07:00,028 - Train: 72.47% [906650/1251000] [724.7/1000.0] [batch_t 0.483 (0.426)] [data_t 0.015] [optim_t 0.467] [lr 0.000551] [CE 3.867 (3.998)] [KD 2.085 (2.232)] +2024-10-19 19:07:21,633 - Train: 72.48% [906700/1251000] [724.8/1000.0] [batch_t 0.629 (0.432)] [data_t 0.015] [optim_t 0.613] [lr 0.000551] [CE 3.501 (3.964)] [KD 1.980 (2.233)] +2024-10-19 19:07:43,153 - Train: 72.48% [906750/1251000] [724.8/1000.0] [batch_t 0.424 (0.430)] [data_t 0.015] [optim_t 0.409] [lr 0.000551] [CE 3.551 (3.866)] [KD 1.866 (2.181)] +2024-10-19 19:08:05,179 - Train: 72.49% [906800/1251000] [724.9/1000.0] [batch_t 0.447 (0.440)] [data_t 0.015] [optim_t 0.432] [lr 0.000551] [CE 4.082 (3.937)] [KD 2.380 (2.232)] +2024-10-19 19:08:27,524 - Train: 72.49% [906850/1251000] [724.9/1000.0] [batch_t 0.418 (0.447)] [data_t 0.015] [optim_t 0.403] [lr 0.000551] [CE 3.795 (3.994)] [KD 2.143 (2.228)] +2024-10-19 19:08:49,535 - Train: 72.49% [906900/1251000] [724.9/1000.0] [batch_t 0.423 (0.440)] [data_t 0.015] [optim_t 0.408] [lr 0.000551] [CE 3.547 (3.918)] [KD 1.790 (2.206)] +2024-10-19 19:09:11,488 - Train: 72.50% [906950/1251000] [725.0/1000.0] [batch_t 0.460 (0.439)] [data_t 0.015] [optim_t 0.445] [lr 0.000551] [CE 4.071 (3.933)] [KD 2.357 (2.207)] +2024-10-19 19:09:43,159 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.427)] [top1_cnt 40190] [top5_cnt 47679] [top_all 50000] +2024-10-19 19:09:43,160 - net: 80.380 (95.358) +2024-10-19 19:10:04,731 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41268] [top5_cnt 48078] [top_all 50000] +2024-10-19 19:10:04,732 - net_E: 82.536 (96.156) +2024-10-19 19:10:04,890 - Max [top1: 80.738 (epoch: 724)] [top1-ema: 82.582 (epoch: 718)] +2024-10-19 19:10:04,890 - ==> Total time: 4 days, 19:28:13 Eta: 1 day, 19:47:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 19:10:20,293 - Train: 72.50% [907000/1251000] [725.0/1000.0] [batch_t 0.363 (0.512)] [data_t 0.015] [optim_t 0.348] [lr 0.000551] [CE 3.614 (3.877)] [KD 2.039 (2.186)] +2024-10-19 19:10:39,998 - Train: 72.51% [907050/1251000] [725.1/1000.0] [batch_t 0.591 (0.394)] [data_t 0.015] [optim_t 0.575] [lr 0.000550] [CE 4.333 (3.949)] [KD 2.288 (2.191)] +2024-10-19 19:11:01,042 - Train: 72.51% [907100/1251000] [725.1/1000.0] [batch_t 0.380 (0.421)] [data_t 0.015] [optim_t 0.364] [lr 0.000550] [CE 3.945 (3.910)] [KD 2.138 (2.188)] +2024-10-19 19:11:21,779 - Train: 72.51% [907150/1251000] [725.1/1000.0] [batch_t 0.424 (0.415)] [data_t 0.015] [optim_t 0.408] [lr 0.000550] [CE 4.253 (3.916)] [KD 2.291 (2.183)] +2024-10-19 19:11:42,965 - Train: 72.52% [907200/1251000] [725.2/1000.0] [batch_t 0.396 (0.424)] [data_t 0.015] [optim_t 0.381] [lr 0.000550] [CE 4.166 (3.879)] [KD 2.388 (2.167)] +2024-10-19 19:12:03,856 - Train: 72.52% [907250/1251000] [725.2/1000.0] [batch_t 0.425 (0.418)] [data_t 0.015] [optim_t 0.410] [lr 0.000550] [CE 3.773 (3.971)] [KD 2.117 (2.213)] +2024-10-19 19:12:25,026 - Train: 72.53% [907300/1251000] [725.3/1000.0] [batch_t 0.499 (0.423)] [data_t 0.015] [optim_t 0.484] [lr 0.000550] [CE 3.863 (3.900)] [KD 2.157 (2.177)] +2024-10-19 19:12:46,222 - Train: 72.53% [907350/1251000] [725.3/1000.0] [batch_t 0.440 (0.424)] [data_t 0.015] [optim_t 0.425] [lr 0.000550] [CE 4.378 (3.918)] [KD 2.328 (2.179)] +2024-10-19 19:13:06,789 - Train: 72.53% [907400/1251000] [725.3/1000.0] [batch_t 0.370 (0.411)] [data_t 0.015] [optim_t 0.354] [lr 0.000549] [CE 3.632 (3.948)] [KD 1.889 (2.211)] +2024-10-19 19:13:27,653 - Train: 72.54% [907450/1251000] [725.4/1000.0] [batch_t 0.440 (0.417)] [data_t 0.015] [optim_t 0.424] [lr 0.000549] [CE 3.944 (3.976)] [KD 2.166 (2.207)] +2024-10-19 19:13:48,340 - Train: 72.54% [907500/1251000] [725.4/1000.0] [batch_t 0.395 (0.414)] [data_t 0.016] [optim_t 0.379] [lr 0.000549] [CE 3.787 (3.872)] [KD 2.126 (2.182)] +2024-10-19 19:14:09,457 - Train: 72.55% [907550/1251000] [725.5/1000.0] [batch_t 0.455 (0.422)] [data_t 0.015] [optim_t 0.440] [lr 0.000549] [CE 3.918 (3.908)] [KD 2.105 (2.166)] +2024-10-19 19:14:31,489 - Train: 72.55% [907600/1251000] [725.5/1000.0] [batch_t 0.458 (0.441)] [data_t 0.015] [optim_t 0.443] [lr 0.000549] [CE 3.726 (3.996)] [KD 2.152 (2.224)] +2024-10-19 19:14:53,377 - Train: 72.55% [907650/1251000] [725.5/1000.0] [batch_t 0.462 (0.438)] [data_t 0.015] [optim_t 0.447] [lr 0.000549] [CE 3.824 (3.913)] [KD 2.102 (2.192)] +2024-10-19 19:15:15,389 - Train: 72.56% [907700/1251000] [725.6/1000.0] [batch_t 0.443 (0.440)] [data_t 0.015] [optim_t 0.428] [lr 0.000549] [CE 3.610 (3.941)] [KD 2.088 (2.219)] +2024-10-19 19:15:37,242 - Train: 72.56% [907750/1251000] [725.6/1000.0] [batch_t 0.416 (0.437)] [data_t 0.015] [optim_t 0.401] [lr 0.000548] [CE 3.776 (3.963)] [KD 2.129 (2.227)] +2024-10-19 19:15:58,866 - Train: 72.57% [907800/1251000] [725.7/1000.0] [batch_t 0.416 (0.432)] [data_t 0.016] [optim_t 0.400] [lr 0.000548] [CE 3.961 (3.931)] [KD 2.229 (2.203)] +2024-10-19 19:16:20,828 - Train: 72.57% [907850/1251000] [725.7/1000.0] [batch_t 0.418 (0.439)] [data_t 0.015] [optim_t 0.402] [lr 0.000548] [CE 4.049 (3.937)] [KD 2.239 (2.201)] +2024-10-19 19:16:42,497 - Train: 72.57% [907900/1251000] [725.7/1000.0] [batch_t 0.396 (0.433)] [data_t 0.015] [optim_t 0.381] [lr 0.000548] [CE 3.522 (3.909)] [KD 2.120 (2.194)] +2024-10-19 19:17:04,266 - Train: 72.58% [907950/1251000] [725.8/1000.0] [batch_t 0.461 (0.435)] [data_t 0.015] [optim_t 0.446] [lr 0.000548] [CE 3.959 (3.923)] [KD 2.177 (2.209)] +2024-10-19 19:17:26,526 - Train: 72.58% [908000/1251000] [725.8/1000.0] [batch_t 0.465 (0.445)] [data_t 0.015] [optim_t 0.450] [lr 0.000548] [CE 4.479 (3.924)] [KD 2.435 (2.182)] +2024-10-19 19:17:48,410 - Train: 72.59% [908050/1251000] [725.9/1000.0] [batch_t 0.438 (0.438)] [data_t 0.015] [optim_t 0.422] [lr 0.000548] [CE 3.830 (3.943)] [KD 2.234 (2.225)] +2024-10-19 19:18:09,992 - Train: 72.59% [908100/1251000] [725.9/1000.0] [batch_t 0.403 (0.432)] [data_t 0.015] [optim_t 0.388] [lr 0.000547] [CE 3.382 (3.883)] [KD 1.864 (2.167)] +2024-10-19 19:18:31,673 - Train: 72.59% [908150/1251000] [725.9/1000.0] [batch_t 0.497 (0.434)] [data_t 0.015] [optim_t 0.482] [lr 0.000547] [CE 4.290 (3.943)] [KD 2.338 (2.199)] +2024-10-19 19:18:53,466 - Train: 72.60% [908200/1251000] [726.0/1000.0] [batch_t 0.433 (0.436)] [data_t 0.015] [optim_t 0.417] [lr 0.000547] [CE 4.368 (3.951)] [KD 2.395 (2.221)] +2024-10-19 19:19:25,697 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40450] [top5_cnt 47765] [top_all 50000] +2024-10-19 19:19:25,698 - net: 80.900 (95.530) +2024-10-19 19:19:46,514 - Test (net_E): 100.00% [50/50] [batch_t 0.136 (0.411)] [top1_cnt 41274] [top5_cnt 48094] [top_all 50000] +2024-10-19 19:19:46,514 - net_E: 82.548 (96.188) +2024-10-19 19:19:46,676 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.582 (epoch: 718)] +2024-10-19 19:19:46,676 - ==> Total time: 4 days, 19:37:55 Eta: 1 day, 19:38:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 19:20:03,706 - Train: 72.60% [908250/1251000] [726.0/1000.0] [batch_t 0.361 (0.534)] [data_t 0.015] [optim_t 0.346] [lr 0.000547] [CE 3.671 (3.857)] [KD 2.028 (2.125)] +2024-10-19 19:20:24,303 - Train: 72.61% [908300/1251000] [726.1/1000.0] [batch_t 0.462 (0.412)] [data_t 0.015] [optim_t 0.447] [lr 0.000547] [CE 3.797 (3.878)] [KD 2.213 (2.176)] +2024-10-19 19:20:45,904 - Train: 72.61% [908350/1251000] [726.1/1000.0] [batch_t 0.396 (0.432)] [data_t 0.015] [optim_t 0.380] [lr 0.000547] [CE 3.679 (3.968)] [KD 2.034 (2.195)] +2024-10-19 19:21:07,623 - Train: 72.61% [908400/1251000] [726.1/1000.0] [batch_t 0.415 (0.434)] [data_t 0.015] [optim_t 0.400] [lr 0.000547] [CE 3.963 (3.890)] [KD 2.212 (2.172)] +2024-10-19 19:21:29,296 - Train: 72.62% [908450/1251000] [726.2/1000.0] [batch_t 0.421 (0.433)] [data_t 0.015] [optim_t 0.405] [lr 0.000546] [CE 3.718 (3.925)] [KD 2.009 (2.211)] +2024-10-19 19:21:51,490 - Train: 72.62% [908500/1251000] [726.2/1000.0] [batch_t 0.470 (0.444)] [data_t 0.015] [optim_t 0.454] [lr 0.000546] [CE 3.794 (3.949)] [KD 2.104 (2.192)] +2024-10-19 19:22:12,952 - Train: 72.63% [908550/1251000] [726.3/1000.0] [batch_t 0.372 (0.429)] [data_t 0.015] [optim_t 0.357] [lr 0.000546] [CE 4.013 (3.930)] [KD 2.093 (2.201)] +2024-10-19 19:22:33,982 - Train: 72.63% [908600/1251000] [726.3/1000.0] [batch_t 0.411 (0.420)] [data_t 0.015] [optim_t 0.396] [lr 0.000546] [CE 3.745 (4.014)] [KD 2.100 (2.226)] +2024-10-19 19:22:54,835 - Train: 72.63% [908650/1251000] [726.3/1000.0] [batch_t 0.411 (0.417)] [data_t 0.015] [optim_t 0.395] [lr 0.000546] [CE 3.937 (4.004)] [KD 2.212 (2.244)] +2024-10-19 19:23:15,863 - Train: 72.64% [908700/1251000] [726.4/1000.0] [batch_t 0.461 (0.420)] [data_t 0.015] [optim_t 0.446] [lr 0.000546] [CE 3.570 (3.910)] [KD 1.986 (2.152)] +2024-10-19 19:23:36,601 - Train: 72.64% [908750/1251000] [726.4/1000.0] [batch_t 0.476 (0.415)] [data_t 0.015] [optim_t 0.461] [lr 0.000546] [CE 3.704 (3.922)] [KD 2.050 (2.182)] +2024-10-19 19:23:57,541 - Train: 72.65% [908800/1251000] [726.5/1000.0] [batch_t 0.451 (0.419)] [data_t 0.015] [optim_t 0.436] [lr 0.000545] [CE 4.117 (3.940)] [KD 2.303 (2.194)] +2024-10-19 19:24:18,561 - Train: 72.65% [908850/1251000] [726.5/1000.0] [batch_t 0.406 (0.420)] [data_t 0.015] [optim_t 0.391] [lr 0.000545] [CE 3.741 (3.899)] [KD 2.170 (2.190)] +2024-10-19 19:24:39,233 - Train: 72.65% [908900/1251000] [726.5/1000.0] [batch_t 0.412 (0.413)] [data_t 0.016] [optim_t 0.397] [lr 0.000545] [CE 4.077 (3.929)] [KD 2.373 (2.199)] +2024-10-19 19:25:00,122 - Train: 72.66% [908950/1251000] [726.6/1000.0] [batch_t 0.434 (0.418)] [data_t 0.015] [optim_t 0.418] [lr 0.000545] [CE 3.123 (3.898)] [KD 1.802 (2.176)] +2024-10-19 19:25:21,096 - Train: 72.66% [909000/1251000] [726.6/1000.0] [batch_t 0.436 (0.419)] [data_t 0.015] [optim_t 0.420] [lr 0.000545] [CE 3.677 (4.016)] [KD 1.946 (2.239)] +2024-10-19 19:25:42,310 - Train: 72.67% [909050/1251000] [726.7/1000.0] [batch_t 0.498 (0.424)] [data_t 0.015] [optim_t 0.482] [lr 0.000545] [CE 3.898 (4.000)] [KD 2.130 (2.214)] +2024-10-19 19:26:03,012 - Train: 72.67% [909100/1251000] [726.7/1000.0] [batch_t 0.361 (0.414)] [data_t 0.015] [optim_t 0.345] [lr 0.000545] [CE 3.401 (3.926)] [KD 1.932 (2.188)] +2024-10-19 19:26:24,622 - Train: 72.67% [909150/1251000] [726.7/1000.0] [batch_t 0.479 (0.432)] [data_t 0.015] [optim_t 0.464] [lr 0.000544] [CE 4.153 (3.863)] [KD 2.354 (2.165)] +2024-10-19 19:26:45,928 - Train: 72.68% [909200/1251000] [726.8/1000.0] [batch_t 0.423 (0.426)] [data_t 0.015] [optim_t 0.408] [lr 0.000544] [CE 4.589 (3.967)] [KD 2.409 (2.208)] +2024-10-19 19:27:08,329 - Train: 72.68% [909250/1251000] [726.8/1000.0] [batch_t 0.364 (0.448)] [data_t 0.015] [optim_t 0.349] [lr 0.000544] [CE 3.977 (3.974)] [KD 2.233 (2.219)] +2024-10-19 19:27:29,792 - Train: 72.69% [909300/1251000] [726.9/1000.0] [batch_t 0.403 (0.429)] [data_t 0.061] [optim_t 0.342] [lr 0.000544] [CE 3.563 (3.960)] [KD 2.114 (2.221)] +2024-10-19 19:27:51,499 - Train: 72.69% [909350/1251000] [726.9/1000.0] [batch_t 0.434 (0.434)] [data_t 0.091] [optim_t 0.343] [lr 0.000544] [CE 3.808 (3.909)] [KD 2.156 (2.164)] +2024-10-19 19:28:13,303 - Train: 72.69% [909400/1251000] [726.9/1000.0] [batch_t 0.363 (0.436)] [data_t 0.015] [optim_t 0.347] [lr 0.000544] [CE 4.279 (3.969)] [KD 2.441 (2.212)] +2024-10-19 19:28:34,793 - Train: 72.70% [909450/1251000] [727.0/1000.0] [batch_t 0.380 (0.430)] [data_t 0.037] [optim_t 0.343] [lr 0.000544] [CE 3.498 (3.934)] [KD 1.977 (2.188)] +2024-10-19 19:29:07,260 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 40418] [top5_cnt 47743] [top_all 50000] +2024-10-19 19:29:07,261 - net: 80.836 (95.486) +2024-10-19 19:29:28,025 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 41275] [top5_cnt 48102] [top_all 50000] +2024-10-19 19:29:28,026 - net_E: 82.550 (96.204) +2024-10-19 19:29:28,203 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.582 (epoch: 718)] +2024-10-19 19:29:28,204 - ==> Total time: 4 days, 19:47:36 Eta: 1 day, 19:28:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 19:29:43,454 - Train: 72.70% [909500/1251000] [727.0/1000.0] [batch_t 0.363 (0.597)] [data_t 0.015] [optim_t 0.347] [lr 0.000543] [CE 4.346 (3.890)] [KD 2.449 (2.176)] +2024-10-19 19:30:04,342 - Train: 72.71% [909550/1251000] [727.1/1000.0] [batch_t 0.414 (0.418)] [data_t 0.015] [optim_t 0.398] [lr 0.000543] [CE 3.804 (3.994)] [KD 2.223 (2.193)] +2024-10-19 19:30:26,004 - Train: 72.71% [909600/1251000] [727.1/1000.0] [batch_t 0.395 (0.433)] [data_t 0.016] [optim_t 0.379] [lr 0.000543] [CE 3.677 (3.845)] [KD 2.120 (2.142)] +2024-10-19 19:30:47,225 - Train: 72.71% [909650/1251000] [727.1/1000.0] [batch_t 0.362 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.000543] [CE 3.632 (3.986)] [KD 1.954 (2.225)] +2024-10-19 19:31:08,519 - Train: 72.72% [909700/1251000] [727.2/1000.0] [batch_t 0.438 (0.426)] [data_t 0.015] [optim_t 0.423] [lr 0.000543] [CE 3.426 (3.863)] [KD 2.022 (2.161)] +2024-10-19 19:31:30,007 - Train: 72.72% [909750/1251000] [727.2/1000.0] [batch_t 0.422 (0.430)] [data_t 0.016] [optim_t 0.407] [lr 0.000543] [CE 4.454 (3.923)] [KD 2.367 (2.163)] +2024-10-19 19:31:51,412 - Train: 72.73% [909800/1251000] [727.3/1000.0] [batch_t 0.412 (0.428)] [data_t 0.016] [optim_t 0.397] [lr 0.000543] [CE 3.629 (3.970)] [KD 2.143 (2.203)] +2024-10-19 19:32:12,983 - Train: 72.73% [909850/1251000] [727.3/1000.0] [batch_t 0.426 (0.431)] [data_t 0.015] [optim_t 0.410] [lr 0.000542] [CE 4.488 (3.964)] [KD 2.382 (2.193)] +2024-10-19 19:32:34,573 - Train: 72.73% [909900/1251000] [727.3/1000.0] [batch_t 0.379 (0.432)] [data_t 0.015] [optim_t 0.364] [lr 0.000542] [CE 3.727 (3.946)] [KD 2.113 (2.191)] +2024-10-19 19:32:55,965 - Train: 72.74% [909950/1251000] [727.4/1000.0] [batch_t 0.439 (0.428)] [data_t 0.016] [optim_t 0.423] [lr 0.000542] [CE 4.141 (3.955)] [KD 2.340 (2.224)] +2024-10-19 19:33:17,848 - Train: 72.74% [910000/1251000] [727.4/1000.0] [batch_t 0.482 (0.438)] [data_t 0.016] [optim_t 0.466] [lr 0.000542] [CE 4.437 (3.889)] [KD 2.257 (2.170)] +2024-10-19 19:33:39,326 - Train: 72.75% [910050/1251000] [727.5/1000.0] [batch_t 0.415 (0.429)] [data_t 0.015] [optim_t 0.400] [lr 0.000542] [CE 4.189 (3.959)] [KD 2.214 (2.178)] +2024-10-19 19:34:01,662 - Train: 72.75% [910100/1251000] [727.5/1000.0] [batch_t 0.464 (0.447)] [data_t 0.015] [optim_t 0.448] [lr 0.000542] [CE 3.613 (3.882)] [KD 2.072 (2.165)] +2024-10-19 19:34:23,437 - Train: 72.75% [910150/1251000] [727.5/1000.0] [batch_t 0.481 (0.435)] [data_t 0.015] [optim_t 0.466] [lr 0.000542] [CE 4.212 (3.917)] [KD 2.513 (2.188)] +2024-10-19 19:34:45,262 - Train: 72.76% [910200/1251000] [727.6/1000.0] [batch_t 0.426 (0.436)] [data_t 0.015] [optim_t 0.411] [lr 0.000541] [CE 4.679 (4.015)] [KD 2.607 (2.245)] +2024-10-19 19:35:06,735 - Train: 72.76% [910250/1251000] [727.6/1000.0] [batch_t 0.452 (0.429)] [data_t 0.015] [optim_t 0.436] [lr 0.000541] [CE 3.564 (4.024)] [KD 1.991 (2.239)] +2024-10-19 19:35:28,195 - Train: 72.77% [910300/1251000] [727.7/1000.0] [batch_t 0.492 (0.429)] [data_t 0.015] [optim_t 0.476] [lr 0.000541] [CE 4.110 (3.978)] [KD 2.243 (2.192)] +2024-10-19 19:35:49,700 - Train: 72.77% [910350/1251000] [727.7/1000.0] [batch_t 0.364 (0.430)] [data_t 0.015] [optim_t 0.349] [lr 0.000541] [CE 3.614 (3.905)] [KD 2.111 (2.196)] +2024-10-19 19:36:10,862 - Train: 72.77% [910400/1251000] [727.7/1000.0] [batch_t 0.411 (0.423)] [data_t 0.016] [optim_t 0.396] [lr 0.000541] [CE 4.003 (3.892)] [KD 2.094 (2.144)] +2024-10-19 19:36:31,644 - Train: 72.78% [910450/1251000] [727.8/1000.0] [batch_t 0.440 (0.416)] [data_t 0.015] [optim_t 0.425] [lr 0.000541] [CE 3.895 (3.902)] [KD 2.042 (2.183)] +2024-10-19 19:36:52,993 - Train: 72.78% [910500/1251000] [727.8/1000.0] [batch_t 0.471 (0.427)] [data_t 0.015] [optim_t 0.455] [lr 0.000541] [CE 4.076 (3.920)] [KD 2.263 (2.173)] +2024-10-19 19:37:14,371 - Train: 72.79% [910550/1251000] [727.9/1000.0] [batch_t 0.401 (0.427)] [data_t 0.015] [optim_t 0.385] [lr 0.000540] [CE 3.958 (3.904)] [KD 2.214 (2.183)] +2024-10-19 19:37:35,746 - Train: 72.79% [910600/1251000] [727.9/1000.0] [batch_t 0.424 (0.427)] [data_t 0.016] [optim_t 0.409] [lr 0.000540] [CE 3.776 (3.864)] [KD 2.036 (2.147)] +2024-10-19 19:37:56,905 - Train: 72.79% [910650/1251000] [727.9/1000.0] [batch_t 0.416 (0.423)] [data_t 0.016] [optim_t 0.400] [lr 0.000540] [CE 3.496 (3.985)] [KD 2.007 (2.217)] +2024-10-19 19:38:19,073 - Train: 72.80% [910700/1251000] [728.0/1000.0] [batch_t 0.416 (0.443)] [data_t 0.016] [optim_t 0.400] [lr 0.000540] [CE 3.578 (3.903)] [KD 2.069 (2.198)] +2024-10-19 19:38:51,221 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40374] [top5_cnt 47706] [top_all 50000] +2024-10-19 19:38:51,222 - net: 80.748 (95.412) +2024-10-19 19:39:12,411 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 41316] [top5_cnt 48101] [top_all 50000] +2024-10-19 19:39:12,412 - net_E: 82.632 (96.202) +2024-10-19 19:39:12,558 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 19:39:12,558 - ==> Total time: 4 days, 19:57:21 Eta: 1 day, 19:19:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 19:39:28,808 - Train: 72.80% [910750/1251000] [728.0/1000.0] [batch_t 0.359 (0.548)] [data_t 0.016] [optim_t 0.344] [lr 0.000540] [CE 3.715 (3.823)] [KD 2.206 (2.117)] +2024-10-19 19:39:48,294 - Train: 72.81% [910800/1251000] [728.1/1000.0] [batch_t 0.420 (0.390)] [data_t 0.016] [optim_t 0.404] [lr 0.000540] [CE 3.879 (3.989)] [KD 2.230 (2.205)] +2024-10-19 19:40:09,949 - Train: 72.81% [910850/1251000] [728.1/1000.0] [batch_t 0.412 (0.433)] [data_t 0.015] [optim_t 0.397] [lr 0.000540] [CE 3.609 (3.921)] [KD 2.057 (2.189)] +2024-10-19 19:40:31,048 - Train: 72.81% [910900/1251000] [728.1/1000.0] [batch_t 0.422 (0.422)] [data_t 0.015] [optim_t 0.406] [lr 0.000539] [CE 4.055 (3.951)] [KD 2.226 (2.194)] +2024-10-19 19:40:52,175 - Train: 72.82% [910950/1251000] [728.2/1000.0] [batch_t 0.475 (0.422)] [data_t 0.015] [optim_t 0.460] [lr 0.000539] [CE 3.758 (3.900)] [KD 2.215 (2.184)] +2024-10-19 19:41:13,409 - Train: 72.82% [911000/1251000] [728.2/1000.0] [batch_t 0.358 (0.425)] [data_t 0.015] [optim_t 0.342] [lr 0.000539] [CE 4.498 (3.876)] [KD 2.421 (2.173)] +2024-10-19 19:41:34,717 - Train: 72.83% [911050/1251000] [728.3/1000.0] [batch_t 0.431 (0.426)] [data_t 0.015] [optim_t 0.415] [lr 0.000539] [CE 4.183 (3.972)] [KD 2.211 (2.180)] +2024-10-19 19:41:55,943 - Train: 72.83% [911100/1251000] [728.3/1000.0] [batch_t 0.441 (0.424)] [data_t 0.015] [optim_t 0.426] [lr 0.000539] [CE 3.773 (3.917)] [KD 1.913 (2.182)] +2024-10-19 19:42:16,702 - Train: 72.83% [911150/1251000] [728.3/1000.0] [batch_t 0.423 (0.415)] [data_t 0.015] [optim_t 0.408] [lr 0.000539] [CE 4.008 (3.977)] [KD 2.129 (2.221)] +2024-10-19 19:42:37,603 - Train: 72.84% [911200/1251000] [728.4/1000.0] [batch_t 0.425 (0.418)] [data_t 0.015] [optim_t 0.409] [lr 0.000539] [CE 4.412 (3.927)] [KD 2.327 (2.180)] +2024-10-19 19:42:58,575 - Train: 72.84% [911250/1251000] [728.4/1000.0] [batch_t 0.430 (0.419)] [data_t 0.015] [optim_t 0.414] [lr 0.000539] [CE 4.339 (3.936)] [KD 2.333 (2.200)] +2024-10-19 19:43:19,686 - Train: 72.85% [911300/1251000] [728.5/1000.0] [batch_t 0.422 (0.422)] [data_t 0.015] [optim_t 0.407] [lr 0.000538] [CE 3.945 (3.886)] [KD 2.154 (2.144)] +2024-10-19 19:43:40,755 - Train: 72.85% [911350/1251000] [728.5/1000.0] [batch_t 0.427 (0.421)] [data_t 0.016] [optim_t 0.411] [lr 0.000538] [CE 3.814 (3.911)] [KD 2.129 (2.188)] +2024-10-19 19:44:01,953 - Train: 72.85% [911400/1251000] [728.5/1000.0] [batch_t 0.412 (0.424)] [data_t 0.015] [optim_t 0.397] [lr 0.000538] [CE 3.675 (3.870)] [KD 2.047 (2.181)] +2024-10-19 19:44:23,083 - Train: 72.86% [911450/1251000] [728.6/1000.0] [batch_t 0.416 (0.422)] [data_t 0.015] [optim_t 0.400] [lr 0.000538] [CE 3.613 (3.908)] [KD 2.113 (2.174)] +2024-10-19 19:44:44,133 - Train: 72.86% [911500/1251000] [728.6/1000.0] [batch_t 0.454 (0.421)] [data_t 0.015] [optim_t 0.439] [lr 0.000538] [CE 4.307 (3.926)] [KD 2.452 (2.190)] +2024-10-19 19:45:05,301 - Train: 72.87% [911550/1251000] [728.7/1000.0] [batch_t 0.466 (0.423)] [data_t 0.015] [optim_t 0.450] [lr 0.000538] [CE 3.686 (3.907)] [KD 2.107 (2.183)] +2024-10-19 19:45:26,908 - Train: 72.87% [911600/1251000] [728.7/1000.0] [batch_t 0.429 (0.432)] [data_t 0.015] [optim_t 0.413] [lr 0.000538] [CE 3.967 (3.963)] [KD 2.181 (2.201)] +2024-10-19 19:45:48,419 - Train: 72.87% [911650/1251000] [728.7/1000.0] [batch_t 0.455 (0.430)] [data_t 0.015] [optim_t 0.440] [lr 0.000537] [CE 4.199 (3.905)] [KD 2.413 (2.192)] +2024-10-19 19:46:10,155 - Train: 72.88% [911700/1251000] [728.8/1000.0] [batch_t 0.489 (0.435)] [data_t 0.015] [optim_t 0.474] [lr 0.000537] [CE 3.408 (3.874)] [KD 1.862 (2.169)] +2024-10-19 19:46:31,008 - Train: 72.88% [911750/1251000] [728.8/1000.0] [batch_t 0.387 (0.417)] [data_t 0.015] [optim_t 0.372] [lr 0.000537] [CE 4.282 (3.926)] [KD 2.384 (2.207)] +2024-10-19 19:46:51,637 - Train: 72.89% [911800/1251000] [728.9/1000.0] [batch_t 0.374 (0.412)] [data_t 0.015] [optim_t 0.359] [lr 0.000537] [CE 4.141 (3.986)] [KD 2.230 (2.228)] +2024-10-19 19:47:12,253 - Train: 72.89% [911850/1251000] [728.9/1000.0] [batch_t 0.428 (0.412)] [data_t 0.015] [optim_t 0.413] [lr 0.000537] [CE 4.199 (3.882)] [KD 2.301 (2.160)] +2024-10-19 19:47:33,148 - Train: 72.89% [911900/1251000] [728.9/1000.0] [batch_t 0.402 (0.418)] [data_t 0.015] [optim_t 0.386] [lr 0.000537] [CE 3.835 (3.902)] [KD 2.063 (2.173)] +2024-10-19 19:47:54,231 - Train: 72.90% [911950/1251000] [729.0/1000.0] [batch_t 0.378 (0.422)] [data_t 0.015] [optim_t 0.363] [lr 0.000537] [CE 4.132 (3.855)] [KD 2.356 (2.153)] +2024-10-19 19:48:28,128 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.444)] [top1_cnt 40323] [top5_cnt 47735] [top_all 50000] +2024-10-19 19:48:28,128 - net: 80.646 (95.470) +2024-10-19 19:48:49,246 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41303] [top5_cnt 48106] [top_all 50000] +2024-10-19 19:48:49,247 - net_E: 82.606 (96.212) +2024-10-19 19:48:49,424 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 19:48:49,424 - ==> Total time: 4 days, 20:06:58 Eta: 1 day, 19:09:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 19:49:03,901 - Train: 72.90% [912000/1251000] [729.0/1000.0] [batch_t 0.358 (0.627)] [data_t 0.016] [optim_t 0.343] [lr 0.000536] [CE 3.961 (3.958)] [KD 2.332 (2.213)] +2024-10-19 19:49:24,302 - Train: 72.91% [912050/1251000] [729.1/1000.0] [batch_t 0.454 (0.408)] [data_t 0.015] [optim_t 0.438] [lr 0.000536] [CE 4.308 (3.860)] [KD 2.451 (2.129)] +2024-10-19 19:49:46,355 - Train: 72.91% [912100/1251000] [729.1/1000.0] [batch_t 0.614 (0.441)] [data_t 0.015] [optim_t 0.598] [lr 0.000536] [CE 4.370 (3.959)] [KD 2.527 (2.207)] +2024-10-19 19:50:07,932 - Train: 72.91% [912150/1251000] [729.1/1000.0] [batch_t 0.444 (0.431)] [data_t 0.015] [optim_t 0.429] [lr 0.000536] [CE 3.822 (3.973)] [KD 2.033 (2.239)] +2024-10-19 19:50:28,774 - Train: 72.92% [912200/1251000] [729.2/1000.0] [batch_t 0.512 (0.417)] [data_t 0.015] [optim_t 0.496] [lr 0.000536] [CE 3.982 (3.899)] [KD 2.105 (2.143)] +2024-10-19 19:50:50,498 - Train: 72.92% [912250/1251000] [729.2/1000.0] [batch_t 0.360 (0.434)] [data_t 0.015] [optim_t 0.345] [lr 0.000536] [CE 4.242 (3.885)] [KD 2.429 (2.156)] +2024-10-19 19:51:12,478 - Train: 72.93% [912300/1251000] [729.3/1000.0] [batch_t 0.426 (0.439)] [data_t 0.015] [optim_t 0.410] [lr 0.000536] [CE 3.864 (3.949)] [KD 2.068 (2.195)] +2024-10-19 19:51:33,680 - Train: 72.93% [912350/1251000] [729.3/1000.0] [batch_t 0.449 (0.424)] [data_t 0.015] [optim_t 0.434] [lr 0.000535] [CE 3.759 (3.910)] [KD 2.083 (2.190)] +2024-10-19 19:51:55,407 - Train: 72.93% [912400/1251000] [729.3/1000.0] [batch_t 0.397 (0.434)] [data_t 0.016] [optim_t 0.381] [lr 0.000535] [CE 3.754 (3.899)] [KD 2.141 (2.162)] +2024-10-19 19:52:16,800 - Train: 72.94% [912450/1251000] [729.4/1000.0] [batch_t 0.359 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.000535] [CE 3.694 (3.957)] [KD 2.058 (2.203)] +2024-10-19 19:52:38,259 - Train: 72.94% [912500/1251000] [729.4/1000.0] [batch_t 0.512 (0.429)] [data_t 0.015] [optim_t 0.496] [lr 0.000535] [CE 3.837 (3.899)] [KD 2.275 (2.180)] +2024-10-19 19:52:59,972 - Train: 72.95% [912550/1251000] [729.5/1000.0] [batch_t 0.464 (0.434)] [data_t 0.015] [optim_t 0.449] [lr 0.000535] [CE 3.689 (3.874)] [KD 1.953 (2.158)] +2024-10-19 19:53:21,315 - Train: 72.95% [912600/1251000] [729.5/1000.0] [batch_t 0.453 (0.427)] [data_t 0.015] [optim_t 0.438] [lr 0.000535] [CE 3.557 (3.900)] [KD 2.067 (2.168)] +2024-10-19 19:53:42,480 - Train: 72.95% [912650/1251000] [729.5/1000.0] [batch_t 0.489 (0.423)] [data_t 0.015] [optim_t 0.474] [lr 0.000535] [CE 3.926 (4.023)] [KD 2.241 (2.239)] +2024-10-19 19:54:04,164 - Train: 72.96% [912700/1251000] [729.6/1000.0] [batch_t 0.363 (0.434)] [data_t 0.015] [optim_t 0.348] [lr 0.000534] [CE 4.047 (3.953)] [KD 2.128 (2.206)] +2024-10-19 19:54:25,352 - Train: 72.96% [912750/1251000] [729.6/1000.0] [batch_t 0.440 (0.424)] [data_t 0.015] [optim_t 0.425] [lr 0.000534] [CE 3.560 (3.861)] [KD 1.974 (2.143)] +2024-10-19 19:54:46,794 - Train: 72.97% [912800/1251000] [729.7/1000.0] [batch_t 0.460 (0.429)] [data_t 0.015] [optim_t 0.445] [lr 0.000534] [CE 3.820 (3.916)] [KD 2.184 (2.177)] +2024-10-19 19:55:08,446 - Train: 72.97% [912850/1251000] [729.7/1000.0] [batch_t 0.424 (0.433)] [data_t 0.016] [optim_t 0.409] [lr 0.000534] [CE 4.105 (3.883)] [KD 2.321 (2.156)] +2024-10-19 19:55:29,408 - Train: 72.97% [912900/1251000] [729.7/1000.0] [batch_t 0.434 (0.419)] [data_t 0.015] [optim_t 0.419] [lr 0.000534] [CE 4.547 (3.977)] [KD 2.335 (2.216)] +2024-10-19 19:55:51,381 - Train: 72.98% [912950/1251000] [729.8/1000.0] [batch_t 0.479 (0.439)] [data_t 0.015] [optim_t 0.463] [lr 0.000534] [CE 3.897 (3.926)] [KD 2.105 (2.160)] +2024-10-19 19:56:12,944 - Train: 72.98% [913000/1251000] [729.8/1000.0] [batch_t 0.367 (0.431)] [data_t 0.015] [optim_t 0.352] [lr 0.000534] [CE 3.804 (3.917)] [KD 2.081 (2.198)] +2024-10-19 19:56:34,211 - Train: 72.99% [913050/1251000] [729.9/1000.0] [batch_t 0.450 (0.425)] [data_t 0.015] [optim_t 0.435] [lr 0.000533] [CE 3.191 (3.909)] [KD 1.843 (2.184)] +2024-10-19 19:56:56,160 - Train: 72.99% [913100/1251000] [729.9/1000.0] [batch_t 0.399 (0.439)] [data_t 0.015] [optim_t 0.383] [lr 0.000533] [CE 3.943 (3.956)] [KD 2.227 (2.218)] +2024-10-19 19:57:18,633 - Train: 72.99% [913150/1251000] [729.9/1000.0] [batch_t 0.439 (0.449)] [data_t 0.015] [optim_t 0.424] [lr 0.000533] [CE 3.946 (3.975)] [KD 2.150 (2.240)] +2024-10-19 19:57:41,152 - Train: 73.00% [913200/1251000] [730.0/1000.0] [batch_t 0.492 (0.450)] [data_t 0.015] [optim_t 0.477] [lr 0.000533] [CE 4.021 (3.923)] [KD 2.253 (2.186)] +2024-10-19 19:58:15,143 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 40406] [top5_cnt 47743] [top_all 50000] +2024-10-19 19:58:15,144 - net: 80.812 (95.486) +2024-10-19 19:58:36,784 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 41310] [top5_cnt 48117] [top_all 50000] +2024-10-19 19:58:36,785 - net_E: 82.620 (96.234) +2024-10-19 19:58:36,945 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 19:58:36,945 - ==> Total time: 4 days, 20:16:45 Eta: 1 day, 19:00:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 19:58:51,380 - Train: 73.00% [913250/1251000] [730.0/1000.0] [batch_t 0.359 (0.648)] [data_t 0.016] [optim_t 0.344] [lr 0.000533] [CE 3.564 (3.917)] [KD 2.004 (2.183)] +2024-10-19 19:59:12,770 - Train: 73.01% [913300/1251000] [730.1/1000.0] [batch_t 0.479 (0.428)] [data_t 0.016] [optim_t 0.464] [lr 0.000533] [CE 3.993 (3.955)] [KD 2.220 (2.180)] +2024-10-19 19:59:34,907 - Train: 73.01% [913350/1251000] [730.1/1000.0] [batch_t 0.405 (0.443)] [data_t 0.015] [optim_t 0.389] [lr 0.000533] [CE 3.699 (3.873)] [KD 1.977 (2.165)] +2024-10-19 19:59:56,210 - Train: 73.01% [913400/1251000] [730.1/1000.0] [batch_t 0.427 (0.426)] [data_t 0.016] [optim_t 0.411] [lr 0.000532] [CE 3.849 (3.938)] [KD 2.187 (2.190)] +2024-10-19 20:00:17,032 - Train: 73.02% [913450/1251000] [730.2/1000.0] [batch_t 0.413 (0.416)] [data_t 0.015] [optim_t 0.397] [lr 0.000532] [CE 3.740 (3.953)] [KD 1.980 (2.173)] +2024-10-19 20:00:37,656 - Train: 73.02% [913500/1251000] [730.2/1000.0] [batch_t 0.435 (0.412)] [data_t 0.016] [optim_t 0.420] [lr 0.000532] [CE 3.865 (3.955)] [KD 2.133 (2.201)] +2024-10-19 20:00:58,567 - Train: 73.03% [913550/1251000] [730.3/1000.0] [batch_t 0.483 (0.418)] [data_t 0.015] [optim_t 0.467] [lr 0.000532] [CE 3.876 (3.969)] [KD 2.086 (2.203)] +2024-10-19 20:01:20,616 - Train: 73.03% [913600/1251000] [730.3/1000.0] [batch_t 0.491 (0.441)] [data_t 0.015] [optim_t 0.475] [lr 0.000532] [CE 4.025 (3.962)] [KD 2.297 (2.188)] +2024-10-19 20:01:42,118 - Train: 73.03% [913650/1251000] [730.3/1000.0] [batch_t 0.419 (0.430)] [data_t 0.015] [optim_t 0.404] [lr 0.000532] [CE 4.423 (3.923)] [KD 2.553 (2.167)] +2024-10-19 20:02:04,022 - Train: 73.04% [913700/1251000] [730.4/1000.0] [batch_t 0.516 (0.438)] [data_t 0.015] [optim_t 0.500] [lr 0.000532] [CE 3.764 (3.879)] [KD 2.281 (2.165)] +2024-10-19 20:02:26,885 - Train: 73.04% [913750/1251000] [730.4/1000.0] [batch_t 0.366 (0.457)] [data_t 0.015] [optim_t 0.350] [lr 0.000532] [CE 3.981 (3.884)] [KD 2.151 (2.140)] +2024-10-19 20:02:49,312 - Train: 73.05% [913800/1251000] [730.5/1000.0] [batch_t 0.441 (0.448)] [data_t 0.015] [optim_t 0.426] [lr 0.000531] [CE 3.456 (3.879)] [KD 2.079 (2.166)] +2024-10-19 20:03:11,499 - Train: 73.05% [913850/1251000] [730.5/1000.0] [batch_t 0.403 (0.444)] [data_t 0.016] [optim_t 0.388] [lr 0.000531] [CE 3.954 (3.935)] [KD 2.293 (2.167)] +2024-10-19 20:03:33,846 - Train: 73.05% [913900/1251000] [730.5/1000.0] [batch_t 0.481 (0.447)] [data_t 0.015] [optim_t 0.466] [lr 0.000531] [CE 4.249 (3.927)] [KD 2.405 (2.185)] +2024-10-19 20:03:55,739 - Train: 73.06% [913950/1251000] [730.6/1000.0] [batch_t 0.405 (0.438)] [data_t 0.015] [optim_t 0.390] [lr 0.000531] [CE 3.398 (3.990)] [KD 1.795 (2.238)] +2024-10-19 20:04:17,551 - Train: 73.06% [914000/1251000] [730.6/1000.0] [batch_t 0.407 (0.436)] [data_t 0.016] [optim_t 0.391] [lr 0.000531] [CE 4.231 (3.948)] [KD 2.317 (2.193)] +2024-10-19 20:04:38,970 - Train: 73.07% [914050/1251000] [730.7/1000.0] [batch_t 0.433 (0.428)] [data_t 0.015] [optim_t 0.418] [lr 0.000531] [CE 3.650 (3.931)] [KD 2.067 (2.177)] +2024-10-19 20:05:00,957 - Train: 73.07% [914100/1251000] [730.7/1000.0] [batch_t 0.423 (0.440)] [data_t 0.016] [optim_t 0.407] [lr 0.000531] [CE 4.100 (3.892)] [KD 2.289 (2.169)] +2024-10-19 20:05:22,840 - Train: 73.07% [914150/1251000] [730.7/1000.0] [batch_t 0.394 (0.438)] [data_t 0.016] [optim_t 0.379] [lr 0.000530] [CE 3.683 (3.922)] [KD 2.037 (2.188)] +2024-10-19 20:05:44,570 - Train: 73.08% [914200/1251000] [730.8/1000.0] [batch_t 0.495 (0.434)] [data_t 0.015] [optim_t 0.480] [lr 0.000530] [CE 3.703 (4.006)] [KD 2.051 (2.234)] +2024-10-19 20:06:05,639 - Train: 73.08% [914250/1251000] [730.8/1000.0] [batch_t 0.426 (0.421)] [data_t 0.015] [optim_t 0.411] [lr 0.000530] [CE 4.363 (3.992)] [KD 2.458 (2.242)] +2024-10-19 20:06:26,152 - Train: 73.09% [914300/1251000] [730.9/1000.0] [batch_t 0.553 (0.410)] [data_t 0.015] [optim_t 0.538] [lr 0.000530] [CE 4.045 (3.913)] [KD 2.377 (2.211)] +2024-10-19 20:06:48,388 - Train: 73.09% [914350/1251000] [730.9/1000.0] [batch_t 0.415 (0.445)] [data_t 0.015] [optim_t 0.400] [lr 0.000530] [CE 3.405 (3.911)] [KD 1.996 (2.196)] +2024-10-19 20:07:10,274 - Train: 73.09% [914400/1251000] [730.9/1000.0] [batch_t 0.400 (0.438)] [data_t 0.016] [optim_t 0.384] [lr 0.000530] [CE 3.595 (3.874)] [KD 2.097 (2.164)] +2024-10-19 20:07:31,941 - Train: 73.10% [914450/1251000] [731.0/1000.0] [batch_t 0.447 (0.433)] [data_t 0.016] [optim_t 0.432] [lr 0.000530] [CE 4.352 (3.976)] [KD 2.351 (2.216)] +2024-10-19 20:08:05,544 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 40274] [top5_cnt 47695] [top_all 50000] +2024-10-19 20:08:05,544 - net: 80.548 (95.390) +2024-10-19 20:08:26,816 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.418)] [top1_cnt 41299] [top5_cnt 48099] [top_all 50000] +2024-10-19 20:08:26,816 - net_E: 82.598 (96.198) +2024-10-19 20:08:26,977 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 20:08:26,977 - ==> Total time: 4 days, 20:26:35 Eta: 1 day, 18:50:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 20:08:40,238 - Train: 73.10% [914500/1251000] [731.0/1000.0] [batch_t 0.353 (0.622)] [data_t 0.015] [optim_t 0.337] [lr 0.000529] [CE 4.116 (3.863)] [KD 2.299 (2.109)] +2024-10-19 20:08:59,689 - Train: 73.11% [914550/1251000] [731.1/1000.0] [batch_t 0.360 (0.389)] [data_t 0.015] [optim_t 0.345] [lr 0.000529] [CE 3.925 (3.901)] [KD 2.205 (2.168)] +2024-10-19 20:09:22,422 - Train: 73.11% [914600/1251000] [731.1/1000.0] [batch_t 0.501 (0.455)] [data_t 0.015] [optim_t 0.485] [lr 0.000529] [CE 3.918 (3.907)] [KD 2.194 (2.168)] +2024-10-19 20:09:44,528 - Train: 73.11% [914650/1251000] [731.1/1000.0] [batch_t 0.503 (0.442)] [data_t 0.015] [optim_t 0.488] [lr 0.000529] [CE 3.445 (3.902)] [KD 1.996 (2.156)] +2024-10-19 20:10:06,139 - Train: 73.12% [914700/1251000] [731.2/1000.0] [batch_t 0.479 (0.432)] [data_t 0.015] [optim_t 0.463] [lr 0.000529] [CE 3.715 (3.911)] [KD 2.245 (2.183)] +2024-10-19 20:10:27,744 - Train: 73.12% [914750/1251000] [731.2/1000.0] [batch_t 0.478 (0.432)] [data_t 0.135] [optim_t 0.343] [lr 0.000529] [CE 4.228 (3.953)] [KD 2.355 (2.220)] +2024-10-19 20:10:50,121 - Train: 73.13% [914800/1251000] [731.3/1000.0] [batch_t 0.475 (0.447)] [data_t 0.130] [optim_t 0.344] [lr 0.000529] [CE 4.158 (3.906)] [KD 2.347 (2.170)] +2024-10-19 20:11:12,195 - Train: 73.13% [914850/1251000] [731.3/1000.0] [batch_t 0.441 (0.441)] [data_t 0.094] [optim_t 0.347] [lr 0.000528] [CE 3.932 (3.951)] [KD 2.174 (2.185)] +2024-10-19 20:11:33,953 - Train: 73.13% [914900/1251000] [731.3/1000.0] [batch_t 0.421 (0.435)] [data_t 0.074] [optim_t 0.347] [lr 0.000528] [CE 3.904 (3.996)] [KD 2.150 (2.213)] +2024-10-19 20:11:55,444 - Train: 73.14% [914950/1251000] [731.4/1000.0] [batch_t 0.401 (0.430)] [data_t 0.054] [optim_t 0.347] [lr 0.000528] [CE 4.141 (3.967)] [KD 2.290 (2.187)] +2024-10-19 20:12:17,133 - Train: 73.14% [915000/1251000] [731.4/1000.0] [batch_t 0.783 (0.434)] [data_t 0.436] [optim_t 0.347] [lr 0.000528] [CE 4.187 (3.880)] [KD 2.459 (2.173)] +2024-10-19 20:12:38,721 - Train: 73.15% [915050/1251000] [731.5/1000.0] [batch_t 0.368 (0.432)] [data_t 0.015] [optim_t 0.352] [lr 0.000528] [CE 3.623 (3.928)] [KD 2.101 (2.157)] +2024-10-19 20:12:59,432 - Train: 73.15% [915100/1251000] [731.5/1000.0] [batch_t 0.386 (0.414)] [data_t 0.015] [optim_t 0.370] [lr 0.000528] [CE 4.449 (3.853)] [KD 2.425 (2.136)] +2024-10-19 20:13:20,955 - Train: 73.15% [915150/1251000] [731.5/1000.0] [batch_t 0.415 (0.430)] [data_t 0.016] [optim_t 0.399] [lr 0.000528] [CE 3.738 (3.963)] [KD 2.208 (2.191)] +2024-10-19 20:13:42,349 - Train: 73.16% [915200/1251000] [731.6/1000.0] [batch_t 0.433 (0.428)] [data_t 0.015] [optim_t 0.417] [lr 0.000527] [CE 3.501 (3.968)] [KD 1.903 (2.197)] +2024-10-19 20:14:03,004 - Train: 73.16% [915250/1251000] [731.6/1000.0] [batch_t 0.418 (0.413)] [data_t 0.015] [optim_t 0.402] [lr 0.000527] [CE 4.577 (3.914)] [KD 2.407 (2.183)] +2024-10-19 20:14:23,407 - Train: 73.17% [915300/1251000] [731.7/1000.0] [batch_t 0.367 (0.408)] [data_t 0.015] [optim_t 0.352] [lr 0.000527] [CE 3.786 (4.037)] [KD 2.173 (2.239)] +2024-10-19 20:14:43,501 - Train: 73.17% [915350/1251000] [731.7/1000.0] [batch_t 0.386 (0.402)] [data_t 0.016] [optim_t 0.370] [lr 0.000527] [CE 3.279 (3.996)] [KD 1.967 (2.202)] +2024-10-19 20:15:04,373 - Train: 73.17% [915400/1251000] [731.7/1000.0] [batch_t 0.364 (0.417)] [data_t 0.016] [optim_t 0.349] [lr 0.000527] [CE 3.390 (3.960)] [KD 1.960 (2.204)] +2024-10-19 20:15:25,822 - Train: 73.18% [915450/1251000] [731.8/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.344] [lr 0.000527] [CE 4.272 (4.005)] [KD 2.378 (2.248)] +2024-10-19 20:15:47,477 - Train: 73.18% [915500/1251000] [731.8/1000.0] [batch_t 0.478 (0.433)] [data_t 0.131] [optim_t 0.347] [lr 0.000527] [CE 3.923 (3.922)] [KD 2.212 (2.175)] +2024-10-19 20:16:09,481 - Train: 73.19% [915550/1251000] [731.9/1000.0] [batch_t 0.464 (0.440)] [data_t 0.120] [optim_t 0.344] [lr 0.000526] [CE 4.335 (3.907)] [KD 2.322 (2.140)] +2024-10-19 20:16:30,740 - Train: 73.19% [915600/1251000] [731.9/1000.0] [batch_t 0.393 (0.425)] [data_t 0.048] [optim_t 0.346] [lr 0.000526] [CE 4.175 (3.929)] [KD 2.187 (2.171)] +2024-10-19 20:16:52,492 - Train: 73.19% [915650/1251000] [731.9/1000.0] [batch_t 0.457 (0.435)] [data_t 0.112] [optim_t 0.345] [lr 0.000526] [CE 4.245 (3.947)] [KD 2.333 (2.218)] +2024-10-19 20:17:13,810 - Train: 73.20% [915700/1251000] [732.0/1000.0] [batch_t 0.484 (0.426)] [data_t 0.136] [optim_t 0.348] [lr 0.000526] [CE 4.236 (3.964)] [KD 2.277 (2.180)] +2024-10-19 20:17:48,683 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.435)] [top1_cnt 40266] [top5_cnt 47742] [top_all 50000] +2024-10-19 20:17:48,684 - net: 80.532 (95.484) +2024-10-19 20:18:09,848 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41285] [top5_cnt 48112] [top_all 50000] +2024-10-19 20:18:09,848 - net_E: 82.570 (96.224) +2024-10-19 20:18:09,994 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 20:18:09,994 - ==> Total time: 4 days, 20:36:18 Eta: 1 day, 18:41:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 20:18:22,831 - Train: 73.20% [915750/1251000] [732.0/1000.0] [batch_t 0.360 (0.631)] [data_t 0.015] [optim_t 0.344] [lr 0.000526] [CE 4.041 (3.858)] [KD 2.289 (2.138)] +2024-10-19 20:18:42,431 - Train: 73.21% [915800/1251000] [732.1/1000.0] [batch_t 0.428 (0.392)] [data_t 0.015] [optim_t 0.413] [lr 0.000526] [CE 3.546 (3.880)] [KD 1.853 (2.153)] +2024-10-19 20:19:03,454 - Train: 73.21% [915850/1251000] [732.1/1000.0] [batch_t 0.430 (0.420)] [data_t 0.015] [optim_t 0.415] [lr 0.000526] [CE 3.767 (3.982)] [KD 2.025 (2.177)] +2024-10-19 20:19:24,782 - Train: 73.21% [915900/1251000] [732.1/1000.0] [batch_t 0.379 (0.426)] [data_t 0.015] [optim_t 0.364] [lr 0.000526] [CE 4.222 (3.966)] [KD 2.297 (2.204)] +2024-10-19 20:19:46,683 - Train: 73.22% [915950/1251000] [732.2/1000.0] [batch_t 0.504 (0.438)] [data_t 0.015] [optim_t 0.489] [lr 0.000525] [CE 3.779 (3.869)] [KD 2.073 (2.140)] +2024-10-19 20:20:08,722 - Train: 73.22% [916000/1251000] [732.2/1000.0] [batch_t 0.467 (0.441)] [data_t 0.015] [optim_t 0.451] [lr 0.000525] [CE 4.247 (3.925)] [KD 2.268 (2.153)] +2024-10-19 20:20:30,635 - Train: 73.23% [916050/1251000] [732.3/1000.0] [batch_t 0.389 (0.438)] [data_t 0.016] [optim_t 0.373] [lr 0.000525] [CE 3.237 (3.877)] [KD 1.829 (2.136)] +2024-10-19 20:20:51,257 - Train: 73.23% [916100/1251000] [732.3/1000.0] [batch_t 0.391 (0.412)] [data_t 0.015] [optim_t 0.376] [lr 0.000525] [CE 3.696 (3.918)] [KD 2.074 (2.175)] +2024-10-19 20:21:11,867 - Train: 73.23% [916150/1251000] [732.3/1000.0] [batch_t 0.423 (0.412)] [data_t 0.015] [optim_t 0.408] [lr 0.000525] [CE 3.849 (3.926)] [KD 2.198 (2.172)] +2024-10-19 20:21:32,311 - Train: 73.24% [916200/1251000] [732.4/1000.0] [batch_t 0.410 (0.409)] [data_t 0.015] [optim_t 0.395] [lr 0.000525] [CE 4.102 (3.863)] [KD 2.268 (2.131)] +2024-10-19 20:21:53,229 - Train: 73.24% [916250/1251000] [732.4/1000.0] [batch_t 0.428 (0.418)] [data_t 0.015] [optim_t 0.412] [lr 0.000525] [CE 4.042 (3.861)] [KD 2.295 (2.138)] +2024-10-19 20:22:13,973 - Train: 73.25% [916300/1251000] [732.5/1000.0] [batch_t 0.372 (0.415)] [data_t 0.015] [optim_t 0.356] [lr 0.000524] [CE 4.274 (3.935)] [KD 2.336 (2.172)] +2024-10-19 20:22:34,612 - Train: 73.25% [916350/1251000] [732.5/1000.0] [batch_t 0.452 (0.413)] [data_t 0.015] [optim_t 0.437] [lr 0.000524] [CE 3.814 (3.947)] [KD 2.191 (2.190)] +2024-10-19 20:22:55,587 - Train: 73.25% [916400/1251000] [732.5/1000.0] [batch_t 0.438 (0.419)] [data_t 0.092] [optim_t 0.345] [lr 0.000524] [CE 3.921 (4.018)] [KD 2.023 (2.213)] +2024-10-19 20:23:17,548 - Train: 73.26% [916450/1251000] [732.6/1000.0] [batch_t 0.844 (0.439)] [data_t 0.016] [optim_t 0.828] [lr 0.000524] [CE 4.038 (3.920)] [KD 2.149 (2.171)] +2024-10-19 20:23:38,498 - Train: 73.26% [916500/1251000] [732.6/1000.0] [batch_t 0.410 (0.419)] [data_t 0.015] [optim_t 0.395] [lr 0.000524] [CE 4.316 (3.979)] [KD 2.312 (2.179)] +2024-10-19 20:24:00,333 - Train: 73.27% [916550/1251000] [732.7/1000.0] [batch_t 0.459 (0.437)] [data_t 0.015] [optim_t 0.443] [lr 0.000524] [CE 3.908 (3.895)] [KD 2.244 (2.157)] +2024-10-19 20:24:21,723 - Train: 73.27% [916600/1251000] [732.7/1000.0] [batch_t 0.511 (0.428)] [data_t 0.015] [optim_t 0.496] [lr 0.000524] [CE 4.208 (3.931)] [KD 2.217 (2.173)] +2024-10-19 20:24:43,401 - Train: 73.27% [916650/1251000] [732.7/1000.0] [batch_t 0.472 (0.433)] [data_t 0.015] [optim_t 0.456] [lr 0.000523] [CE 4.308 (3.924)] [KD 2.235 (2.152)] +2024-10-19 20:25:05,003 - Train: 73.28% [916700/1251000] [732.8/1000.0] [batch_t 0.409 (0.432)] [data_t 0.015] [optim_t 0.394] [lr 0.000523] [CE 4.056 (3.974)] [KD 2.149 (2.188)] +2024-10-19 20:25:26,498 - Train: 73.28% [916750/1251000] [732.8/1000.0] [batch_t 0.484 (0.430)] [data_t 0.016] [optim_t 0.469] [lr 0.000523] [CE 3.851 (3.932)] [KD 2.302 (2.189)] +2024-10-19 20:25:47,532 - Train: 73.29% [916800/1251000] [732.9/1000.0] [batch_t 0.392 (0.421)] [data_t 0.016] [optim_t 0.376] [lr 0.000523] [CE 3.691 (3.924)] [KD 2.004 (2.185)] +2024-10-19 20:26:08,882 - Train: 73.29% [916850/1251000] [732.9/1000.0] [batch_t 0.360 (0.427)] [data_t 0.016] [optim_t 0.345] [lr 0.000523] [CE 3.819 (3.850)] [KD 2.115 (2.157)] +2024-10-19 20:26:30,459 - Train: 73.29% [916900/1251000] [732.9/1000.0] [batch_t 0.509 (0.431)] [data_t 0.015] [optim_t 0.494] [lr 0.000523] [CE 3.977 (3.938)] [KD 2.162 (2.174)] +2024-10-19 20:26:51,793 - Train: 73.30% [916950/1251000] [733.0/1000.0] [batch_t 0.452 (0.427)] [data_t 0.016] [optim_t 0.436] [lr 0.000523] [CE 3.737 (3.903)] [KD 2.132 (2.170)] +2024-10-19 20:27:26,532 - Test (net): 100.00% [50/50] [batch_t 0.147 (0.422)] [top1_cnt 40431] [top5_cnt 47741] [top_all 50000] +2024-10-19 20:27:26,532 - net: 80.862 (95.482) +2024-10-19 20:27:47,772 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41269] [top5_cnt 48116] [top_all 50000] +2024-10-19 20:27:47,773 - net_E: 82.538 (96.232) +2024-10-19 20:27:47,940 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 20:27:47,941 - ==> Total time: 4 days, 20:45:56 Eta: 1 day, 18:31:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 20:28:00,392 - Train: 73.30% [917000/1251000] [733.0/1000.0] [batch_t 0.362 (0.641)] [data_t 0.015] [optim_t 0.347] [lr 0.000522] [CE 3.818 (3.865)] [KD 2.251 (2.118)] +2024-10-19 20:28:21,489 - Train: 73.31% [917050/1251000] [733.1/1000.0] [batch_t 0.392 (0.422)] [data_t 0.015] [optim_t 0.377] [lr 0.000522] [CE 3.819 (3.933)] [KD 2.158 (2.163)] +2024-10-19 20:28:42,938 - Train: 73.31% [917100/1251000] [733.1/1000.0] [batch_t 0.384 (0.429)] [data_t 0.015] [optim_t 0.368] [lr 0.000522] [CE 4.547 (3.976)] [KD 2.326 (2.206)] +2024-10-19 20:29:03,624 - Train: 73.31% [917150/1251000] [733.1/1000.0] [batch_t 0.424 (0.414)] [data_t 0.015] [optim_t 0.408] [lr 0.000522] [CE 3.879 (3.984)] [KD 2.178 (2.213)] +2024-10-19 20:29:25,428 - Train: 73.32% [917200/1251000] [733.2/1000.0] [batch_t 0.479 (0.436)] [data_t 0.015] [optim_t 0.464] [lr 0.000522] [CE 3.801 (3.914)] [KD 2.216 (2.162)] +2024-10-19 20:29:46,962 - Train: 73.32% [917250/1251000] [733.2/1000.0] [batch_t 0.437 (0.431)] [data_t 0.015] [optim_t 0.422] [lr 0.000522] [CE 3.897 (3.854)] [KD 2.063 (2.124)] +2024-10-19 20:30:07,850 - Train: 73.33% [917300/1251000] [733.3/1000.0] [batch_t 0.364 (0.418)] [data_t 0.016] [optim_t 0.349] [lr 0.000522] [CE 3.988 (3.921)] [KD 2.331 (2.185)] +2024-10-19 20:30:29,025 - Train: 73.33% [917350/1251000] [733.3/1000.0] [batch_t 0.430 (0.423)] [data_t 0.015] [optim_t 0.414] [lr 0.000521] [CE 3.862 (3.897)] [KD 2.204 (2.175)] +2024-10-19 20:30:51,125 - Train: 73.33% [917400/1251000] [733.3/1000.0] [batch_t 0.454 (0.442)] [data_t 0.016] [optim_t 0.439] [lr 0.000521] [CE 3.825 (3.964)] [KD 2.256 (2.197)] +2024-10-19 20:31:13,378 - Train: 73.34% [917450/1251000] [733.4/1000.0] [batch_t 0.469 (0.445)] [data_t 0.016] [optim_t 0.454] [lr 0.000521] [CE 3.879 (3.861)] [KD 2.127 (2.132)] +2024-10-19 20:31:35,438 - Train: 73.34% [917500/1251000] [733.4/1000.0] [batch_t 0.449 (0.441)] [data_t 0.016] [optim_t 0.433] [lr 0.000521] [CE 3.998 (3.861)] [KD 2.067 (2.135)] +2024-10-19 20:31:57,092 - Train: 73.35% [917550/1251000] [733.5/1000.0] [batch_t 0.410 (0.433)] [data_t 0.015] [optim_t 0.395] [lr 0.000521] [CE 4.162 (3.985)] [KD 2.150 (2.196)] +2024-10-19 20:32:19,423 - Train: 73.35% [917600/1251000] [733.5/1000.0] [batch_t 0.464 (0.447)] [data_t 0.015] [optim_t 0.448] [lr 0.000521] [CE 4.201 (3.975)] [KD 2.426 (2.184)] +2024-10-19 20:32:41,767 - Train: 73.35% [917650/1251000] [733.5/1000.0] [batch_t 0.453 (0.447)] [data_t 0.015] [optim_t 0.438] [lr 0.000521] [CE 3.598 (3.935)] [KD 1.912 (2.183)] +2024-10-19 20:33:03,766 - Train: 73.36% [917700/1251000] [733.6/1000.0] [batch_t 0.389 (0.440)] [data_t 0.015] [optim_t 0.374] [lr 0.000521] [CE 4.224 (3.981)] [KD 2.188 (2.157)] +2024-10-19 20:33:25,773 - Train: 73.36% [917750/1251000] [733.6/1000.0] [batch_t 0.455 (0.440)] [data_t 0.015] [optim_t 0.440] [lr 0.000520] [CE 3.907 (3.940)] [KD 2.286 (2.192)] +2024-10-19 20:33:47,970 - Train: 73.37% [917800/1251000] [733.7/1000.0] [batch_t 0.459 (0.444)] [data_t 0.016] [optim_t 0.444] [lr 0.000520] [CE 4.161 (3.948)] [KD 2.315 (2.190)] +2024-10-19 20:34:09,079 - Train: 73.37% [917850/1251000] [733.7/1000.0] [batch_t 0.435 (0.422)] [data_t 0.015] [optim_t 0.420] [lr 0.000520] [CE 3.556 (3.934)] [KD 2.057 (2.204)] +2024-10-19 20:34:30,049 - Train: 73.37% [917900/1251000] [733.7/1000.0] [batch_t 0.405 (0.419)] [data_t 0.015] [optim_t 0.390] [lr 0.000520] [CE 3.923 (3.882)] [KD 2.244 (2.152)] +2024-10-19 20:34:51,760 - Train: 73.38% [917950/1251000] [733.8/1000.0] [batch_t 0.453 (0.434)] [data_t 0.015] [optim_t 0.438] [lr 0.000520] [CE 3.583 (3.961)] [KD 2.043 (2.210)] +2024-10-19 20:35:13,300 - Train: 73.38% [918000/1251000] [733.8/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.000520] [CE 3.900 (3.957)] [KD 2.271 (2.174)] +2024-10-19 20:35:35,233 - Train: 73.39% [918050/1251000] [733.9/1000.0] [batch_t 0.372 (0.439)] [data_t 0.016] [optim_t 0.357] [lr 0.000520] [CE 4.045 (3.949)] [KD 2.407 (2.174)] +2024-10-19 20:35:56,898 - Train: 73.39% [918100/1251000] [733.9/1000.0] [batch_t 0.497 (0.433)] [data_t 0.015] [optim_t 0.481] [lr 0.000519] [CE 3.958 (3.957)] [KD 2.206 (2.192)] +2024-10-19 20:36:18,305 - Train: 73.39% [918150/1251000] [733.9/1000.0] [batch_t 0.401 (0.428)] [data_t 0.016] [optim_t 0.386] [lr 0.000519] [CE 3.906 (3.946)] [KD 2.157 (2.179)] +2024-10-19 20:36:38,993 - Train: 73.40% [918200/1251000] [734.0/1000.0] [batch_t 0.398 (0.414)] [data_t 0.015] [optim_t 0.383] [lr 0.000519] [CE 3.255 (3.907)] [KD 1.812 (2.159)] +2024-10-19 20:37:13,900 - Test (net): 100.00% [50/50] [batch_t 0.152 (0.424)] [top1_cnt 40275] [top5_cnt 47700] [top_all 50000] +2024-10-19 20:37:13,900 - net: 80.550 (95.400) +2024-10-19 20:37:35,660 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41293] [top5_cnt 48115] [top_all 50000] +2024-10-19 20:37:35,660 - net_E: 82.586 (96.230) +2024-10-19 20:37:35,883 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 20:37:35,884 - ==> Total time: 4 days, 20:55:44 Eta: 1 day, 18:22:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 20:37:47,959 - Train: 73.40% [918250/1251000] [734.0/1000.0] [batch_t 0.362 (0.662)] [data_t 0.015] [optim_t 0.346] [lr 0.000519] [CE 3.719 (3.980)] [KD 2.185 (2.196)] +2024-10-19 20:38:07,826 - Train: 73.41% [918300/1251000] [734.1/1000.0] [batch_t 0.361 (0.397)] [data_t 0.015] [optim_t 0.346] [lr 0.000519] [CE 4.121 (3.902)] [KD 2.214 (2.125)] +2024-10-19 20:38:29,844 - Train: 73.41% [918350/1251000] [734.1/1000.0] [batch_t 0.424 (0.440)] [data_t 0.016] [optim_t 0.408] [lr 0.000519] [CE 4.249 (3.978)] [KD 2.242 (2.183)] +2024-10-19 20:38:51,407 - Train: 73.41% [918400/1251000] [734.1/1000.0] [batch_t 0.446 (0.431)] [data_t 0.015] [optim_t 0.430] [lr 0.000519] [CE 4.106 (3.942)] [KD 2.219 (2.151)] +2024-10-19 20:39:13,329 - Train: 73.42% [918450/1251000] [734.2/1000.0] [batch_t 0.456 (0.438)] [data_t 0.015] [optim_t 0.441] [lr 0.000518] [CE 4.521 (3.978)] [KD 2.542 (2.209)] +2024-10-19 20:39:35,231 - Train: 73.42% [918500/1251000] [734.2/1000.0] [batch_t 0.488 (0.438)] [data_t 0.015] [optim_t 0.473] [lr 0.000518] [CE 3.892 (3.923)] [KD 2.162 (2.152)] +2024-10-19 20:39:56,380 - Train: 73.43% [918550/1251000] [734.3/1000.0] [batch_t 0.594 (0.423)] [data_t 0.015] [optim_t 0.579] [lr 0.000518] [CE 4.092 (3.951)] [KD 2.312 (2.207)] +2024-10-19 20:40:18,036 - Train: 73.43% [918600/1251000] [734.3/1000.0] [batch_t 0.436 (0.433)] [data_t 0.015] [optim_t 0.421] [lr 0.000518] [CE 3.914 (3.867)] [KD 2.147 (2.133)] +2024-10-19 20:40:39,955 - Train: 73.43% [918650/1251000] [734.3/1000.0] [batch_t 0.362 (0.438)] [data_t 0.015] [optim_t 0.347] [lr 0.000518] [CE 3.991 (3.919)] [KD 2.282 (2.162)] +2024-10-19 20:41:00,522 - Train: 73.44% [918700/1251000] [734.4/1000.0] [batch_t 0.407 (0.411)] [data_t 0.016] [optim_t 0.392] [lr 0.000518] [CE 4.149 (3.874)] [KD 2.181 (2.127)] +2024-10-19 20:41:21,912 - Train: 73.44% [918750/1251000] [734.4/1000.0] [batch_t 0.500 (0.428)] [data_t 0.015] [optim_t 0.485] [lr 0.000518] [CE 3.893 (3.895)] [KD 2.201 (2.166)] +2024-10-19 20:41:43,463 - Train: 73.45% [918800/1251000] [734.5/1000.0] [batch_t 0.414 (0.431)] [data_t 0.015] [optim_t 0.399] [lr 0.000517] [CE 3.248 (3.880)] [KD 1.764 (2.150)] +2024-10-19 20:42:04,870 - Train: 73.45% [918850/1251000] [734.5/1000.0] [batch_t 0.422 (0.428)] [data_t 0.016] [optim_t 0.406] [lr 0.000517] [CE 3.485 (3.963)] [KD 2.007 (2.186)] +2024-10-19 20:42:25,870 - Train: 73.45% [918900/1251000] [734.5/1000.0] [batch_t 0.423 (0.420)] [data_t 0.015] [optim_t 0.407] [lr 0.000517] [CE 4.172 (3.932)] [KD 2.142 (2.191)] +2024-10-19 20:42:47,214 - Train: 73.46% [918950/1251000] [734.6/1000.0] [batch_t 0.471 (0.427)] [data_t 0.015] [optim_t 0.456] [lr 0.000517] [CE 3.803 (3.910)] [KD 2.251 (2.163)] +2024-10-19 20:43:08,505 - Train: 73.46% [919000/1251000] [734.6/1000.0] [batch_t 0.449 (0.426)] [data_t 0.015] [optim_t 0.433] [lr 0.000517] [CE 3.514 (4.000)] [KD 1.874 (2.208)] +2024-10-19 20:43:29,679 - Train: 73.47% [919050/1251000] [734.7/1000.0] [batch_t 0.404 (0.423)] [data_t 0.015] [optim_t 0.388] [lr 0.000517] [CE 3.625 (3.952)] [KD 1.963 (2.154)] +2024-10-19 20:43:50,116 - Train: 73.47% [919100/1251000] [734.7/1000.0] [batch_t 0.428 (0.409)] [data_t 0.015] [optim_t 0.413] [lr 0.000517] [CE 4.106 (4.013)] [KD 2.463 (2.228)] +2024-10-19 20:44:11,570 - Train: 73.47% [919150/1251000] [734.7/1000.0] [batch_t 0.462 (0.429)] [data_t 0.117] [optim_t 0.345] [lr 0.000517] [CE 3.525 (3.955)] [KD 1.960 (2.191)] +2024-10-19 20:44:32,788 - Train: 73.48% [919200/1251000] [734.8/1000.0] [batch_t 0.423 (0.424)] [data_t 0.074] [optim_t 0.349] [lr 0.000516] [CE 3.925 (3.975)] [KD 2.205 (2.204)] +2024-10-19 20:44:53,636 - Train: 73.48% [919250/1251000] [734.8/1000.0] [batch_t 0.386 (0.417)] [data_t 0.039] [optim_t 0.347] [lr 0.000516] [CE 3.941 (3.918)] [KD 2.045 (2.163)] +2024-10-19 20:45:14,597 - Train: 73.49% [919300/1251000] [734.9/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.000516] [CE 3.667 (4.056)] [KD 1.869 (2.252)] +2024-10-19 20:45:35,463 - Train: 73.49% [919350/1251000] [734.9/1000.0] [batch_t 0.509 (0.417)] [data_t 0.016] [optim_t 0.494] [lr 0.000516] [CE 3.482 (3.942)] [KD 2.001 (2.177)] +2024-10-19 20:45:57,123 - Train: 73.49% [919400/1251000] [734.9/1000.0] [batch_t 0.467 (0.433)] [data_t 0.015] [optim_t 0.452] [lr 0.000516] [CE 3.972 (3.854)] [KD 2.222 (2.136)] +2024-10-19 20:46:18,873 - Train: 73.50% [919450/1251000] [735.0/1000.0] [batch_t 0.417 (0.435)] [data_t 0.015] [optim_t 0.401] [lr 0.000516] [CE 3.667 (3.969)] [KD 2.167 (2.211)] +2024-10-19 20:46:54,954 - Test (net): 100.00% [50/50] [batch_t 0.141 (0.430)] [top1_cnt 40317] [top5_cnt 47685] [top_all 50000] +2024-10-19 20:46:54,954 - net: 80.634 (95.370) +2024-10-19 20:47:16,470 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41281] [top5_cnt 48118] [top_all 50000] +2024-10-19 20:47:16,471 - net_E: 82.562 (96.236) +2024-10-19 20:47:16,624 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 20:47:16,625 - ==> Total time: 4 days, 21:05:25 Eta: 1 day, 18:12:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 20:47:29,827 - Train: 73.50% [919500/1251000] [735.0/1000.0] [batch_t 0.366 (0.617)] [data_t 0.015] [optim_t 0.351] [lr 0.000516] [CE 4.324 (3.945)] [KD 2.434 (2.178)] +2024-10-19 20:47:50,548 - Train: 73.51% [919550/1251000] [735.1/1000.0] [batch_t 0.482 (0.414)] [data_t 0.015] [optim_t 0.466] [lr 0.000515] [CE 3.874 (3.973)] [KD 2.189 (2.196)] +2024-10-19 20:48:13,194 - Train: 73.51% [919600/1251000] [735.1/1000.0] [batch_t 0.483 (0.453)] [data_t 0.016] [optim_t 0.467] [lr 0.000515] [CE 4.128 (3.901)] [KD 2.166 (2.150)] +2024-10-19 20:48:35,447 - Train: 73.51% [919650/1251000] [735.1/1000.0] [batch_t 0.370 (0.445)] [data_t 0.015] [optim_t 0.355] [lr 0.000515] [CE 3.699 (3.911)] [KD 2.194 (2.158)] +2024-10-19 20:48:57,137 - Train: 73.52% [919700/1251000] [735.2/1000.0] [batch_t 0.364 (0.434)] [data_t 0.015] [optim_t 0.349] [lr 0.000515] [CE 3.925 (3.962)] [KD 2.131 (2.177)] +2024-10-19 20:49:19,200 - Train: 73.52% [919750/1251000] [735.2/1000.0] [batch_t 0.362 (0.441)] [data_t 0.015] [optim_t 0.347] [lr 0.000515] [CE 3.868 (3.937)] [KD 2.231 (2.178)] +2024-10-19 20:49:40,822 - Train: 73.53% [919800/1251000] [735.3/1000.0] [batch_t 0.458 (0.432)] [data_t 0.015] [optim_t 0.443] [lr 0.000515] [CE 4.031 (3.957)] [KD 2.242 (2.186)] +2024-10-19 20:50:02,511 - Train: 73.53% [919850/1251000] [735.3/1000.0] [batch_t 0.449 (0.434)] [data_t 0.016] [optim_t 0.433] [lr 0.000515] [CE 3.478 (3.949)] [KD 1.952 (2.192)] +2024-10-19 20:50:23,340 - Train: 73.53% [919900/1251000] [735.3/1000.0] [batch_t 0.430 (0.416)] [data_t 0.015] [optim_t 0.415] [lr 0.000514] [CE 4.323 (3.964)] [KD 2.317 (2.180)] +2024-10-19 20:50:44,759 - Train: 73.54% [919950/1251000] [735.4/1000.0] [batch_t 0.433 (0.428)] [data_t 0.015] [optim_t 0.418] [lr 0.000514] [CE 3.612 (3.896)] [KD 2.024 (2.149)] +2024-10-19 20:51:06,042 - Train: 73.54% [920000/1251000] [735.4/1000.0] [batch_t 0.372 (0.426)] [data_t 0.016] [optim_t 0.356] [lr 0.000514] [CE 4.048 (3.948)] [KD 2.132 (2.179)] +2024-10-19 20:51:27,994 - Train: 73.55% [920050/1251000] [735.5/1000.0] [batch_t 0.453 (0.439)] [data_t 0.015] [optim_t 0.438] [lr 0.000514] [CE 3.765 (3.904)] [KD 2.126 (2.161)] +2024-10-19 20:51:49,934 - Train: 73.55% [920100/1251000] [735.5/1000.0] [batch_t 0.441 (0.439)] [data_t 0.015] [optim_t 0.426] [lr 0.000514] [CE 4.418 (3.933)] [KD 2.388 (2.189)] +2024-10-19 20:52:11,797 - Train: 73.55% [920150/1251000] [735.5/1000.0] [batch_t 0.484 (0.437)] [data_t 0.015] [optim_t 0.468] [lr 0.000514] [CE 4.282 (3.916)] [KD 2.355 (2.178)] +2024-10-19 20:52:33,230 - Train: 73.56% [920200/1251000] [735.6/1000.0] [batch_t 0.475 (0.429)] [data_t 0.015] [optim_t 0.460] [lr 0.000514] [CE 3.674 (3.866)] [KD 2.112 (2.154)] +2024-10-19 20:52:55,609 - Train: 73.56% [920250/1251000] [735.6/1000.0] [batch_t 0.456 (0.447)] [data_t 0.015] [optim_t 0.440] [lr 0.000513] [CE 3.857 (3.958)] [KD 2.091 (2.203)] +2024-10-19 20:53:17,064 - Train: 73.57% [920300/1251000] [735.7/1000.0] [batch_t 0.490 (0.429)] [data_t 0.016] [optim_t 0.474] [lr 0.000513] [CE 4.202 (3.946)] [KD 2.255 (2.170)] +2024-10-19 20:53:38,357 - Train: 73.57% [920350/1251000] [735.7/1000.0] [batch_t 0.430 (0.426)] [data_t 0.015] [optim_t 0.414] [lr 0.000513] [CE 3.983 (3.912)] [KD 2.225 (2.169)] +2024-10-19 20:54:00,215 - Train: 73.57% [920400/1251000] [735.7/1000.0] [batch_t 0.469 (0.437)] [data_t 0.015] [optim_t 0.454] [lr 0.000513] [CE 3.981 (3.954)] [KD 2.155 (2.172)] +2024-10-19 20:54:22,014 - Train: 73.58% [920450/1251000] [735.8/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.346] [lr 0.000513] [CE 4.438 (3.912)] [KD 2.325 (2.149)] +2024-10-19 20:54:44,371 - Train: 73.58% [920500/1251000] [735.8/1000.0] [batch_t 0.367 (0.447)] [data_t 0.015] [optim_t 0.352] [lr 0.000513] [CE 3.835 (3.877)] [KD 2.238 (2.144)] +2024-10-19 20:55:05,852 - Train: 73.59% [920550/1251000] [735.9/1000.0] [batch_t 0.481 (0.430)] [data_t 0.016] [optim_t 0.466] [lr 0.000513] [CE 4.137 (3.992)] [KD 2.157 (2.204)] +2024-10-19 20:55:26,732 - Train: 73.59% [920600/1251000] [735.9/1000.0] [batch_t 0.364 (0.417)] [data_t 0.015] [optim_t 0.349] [lr 0.000513] [CE 3.792 (3.904)] [KD 2.183 (2.165)] +2024-10-19 20:55:47,847 - Train: 73.59% [920650/1251000] [735.9/1000.0] [batch_t 0.365 (0.422)] [data_t 0.015] [optim_t 0.350] [lr 0.000512] [CE 3.720 (3.984)] [KD 1.935 (2.217)] +2024-10-19 20:56:08,784 - Train: 73.60% [920700/1251000] [736.0/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.346] [lr 0.000512] [CE 3.815 (3.942)] [KD 2.159 (2.185)] +2024-10-19 20:56:44,494 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40134] [top5_cnt 47639] [top_all 50000] +2024-10-19 20:56:44,495 - net: 80.268 (95.278) +2024-10-19 20:57:05,715 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 41268] [top5_cnt 48115] [top_all 50000] +2024-10-19 20:57:05,715 - net_E: 82.536 (96.230) +2024-10-19 20:57:05,874 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 20:57:05,875 - ==> Total time: 4 days, 21:15:14 Eta: 1 day, 18:03:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 20:57:17,588 - Train: 73.60% [920750/1251000] [736.0/1000.0] [batch_t 0.362 (0.698)] [data_t 0.015] [optim_t 0.346] [lr 0.000512] [CE 4.291 (3.947)] [KD 2.425 (2.172)] +2024-10-19 20:57:38,002 - Train: 73.61% [920800/1251000] [736.1/1000.0] [batch_t 0.364 (0.408)] [data_t 0.015] [optim_t 0.349] [lr 0.000512] [CE 4.454 (3.933)] [KD 2.299 (2.177)] +2024-10-19 20:57:59,981 - Train: 73.61% [920850/1251000] [736.1/1000.0] [batch_t 0.359 (0.439)] [data_t 0.015] [optim_t 0.344] [lr 0.000512] [CE 3.712 (3.868)] [KD 2.034 (2.123)] +2024-10-19 20:58:20,883 - Train: 73.61% [920900/1251000] [736.1/1000.0] [batch_t 0.408 (0.418)] [data_t 0.015] [optim_t 0.392] [lr 0.000512] [CE 3.387 (3.920)] [KD 1.822 (2.116)] +2024-10-19 20:58:42,332 - Train: 73.62% [920950/1251000] [736.2/1000.0] [batch_t 0.394 (0.429)] [data_t 0.015] [optim_t 0.379] [lr 0.000512] [CE 4.000 (3.999)] [KD 2.158 (2.182)] +2024-10-19 20:59:03,229 - Train: 73.62% [921000/1251000] [736.2/1000.0] [batch_t 0.370 (0.418)] [data_t 0.016] [optim_t 0.354] [lr 0.000511] [CE 3.946 (3.922)] [KD 2.277 (2.158)] +2024-10-19 20:59:24,946 - Train: 73.63% [921050/1251000] [736.3/1000.0] [batch_t 0.459 (0.434)] [data_t 0.015] [optim_t 0.443] [lr 0.000511] [CE 3.664 (3.960)] [KD 1.993 (2.204)] +2024-10-19 20:59:46,191 - Train: 73.63% [921100/1251000] [736.3/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.000511] [CE 4.501 (3.887)] [KD 2.219 (2.136)] +2024-10-19 21:00:07,757 - Train: 73.63% [921150/1251000] [736.3/1000.0] [batch_t 0.362 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.000511] [CE 3.521 (3.920)] [KD 1.977 (2.155)] +2024-10-19 21:00:29,640 - Train: 73.64% [921200/1251000] [736.4/1000.0] [batch_t 0.442 (0.438)] [data_t 0.015] [optim_t 0.426] [lr 0.000511] [CE 4.089 (3.933)] [KD 2.217 (2.173)] +2024-10-19 21:00:51,971 - Train: 73.64% [921250/1251000] [736.4/1000.0] [batch_t 0.470 (0.447)] [data_t 0.015] [optim_t 0.454] [lr 0.000511] [CE 3.776 (3.933)] [KD 2.103 (2.138)] +2024-10-19 21:01:14,063 - Train: 73.65% [921300/1251000] [736.5/1000.0] [batch_t 0.420 (0.442)] [data_t 0.015] [optim_t 0.405] [lr 0.000511] [CE 3.959 (3.908)] [KD 2.227 (2.165)] +2024-10-19 21:01:36,252 - Train: 73.65% [921350/1251000] [736.5/1000.0] [batch_t 0.388 (0.444)] [data_t 0.016] [optim_t 0.373] [lr 0.000510] [CE 3.291 (3.879)] [KD 1.838 (2.134)] +2024-10-19 21:01:58,631 - Train: 73.65% [921400/1251000] [736.5/1000.0] [batch_t 0.473 (0.447)] [data_t 0.015] [optim_t 0.458] [lr 0.000510] [CE 3.567 (3.954)] [KD 1.937 (2.167)] +2024-10-19 21:02:20,663 - Train: 73.66% [921450/1251000] [736.6/1000.0] [batch_t 0.447 (0.441)] [data_t 0.015] [optim_t 0.432] [lr 0.000510] [CE 3.544 (3.947)] [KD 1.956 (2.168)] +2024-10-19 21:02:42,274 - Train: 73.66% [921500/1251000] [736.6/1000.0] [batch_t 0.469 (0.432)] [data_t 0.015] [optim_t 0.454] [lr 0.000510] [CE 4.109 (3.975)] [KD 2.170 (2.187)] +2024-10-19 21:03:03,224 - Train: 73.67% [921550/1251000] [736.7/1000.0] [batch_t 0.419 (0.419)] [data_t 0.016] [optim_t 0.403] [lr 0.000510] [CE 3.974 (3.897)] [KD 2.309 (2.149)] +2024-10-19 21:03:24,499 - Train: 73.67% [921600/1251000] [736.7/1000.0] [batch_t 0.433 (0.425)] [data_t 0.015] [optim_t 0.418] [lr 0.000510] [CE 3.364 (3.911)] [KD 1.840 (2.168)] +2024-10-19 21:03:45,479 - Train: 73.67% [921650/1251000] [736.7/1000.0] [batch_t 0.397 (0.419)] [data_t 0.015] [optim_t 0.381] [lr 0.000510] [CE 3.370 (3.865)] [KD 1.898 (2.131)] +2024-10-19 21:04:06,553 - Train: 73.68% [921700/1251000] [736.8/1000.0] [batch_t 0.406 (0.421)] [data_t 0.016] [optim_t 0.390] [lr 0.000509] [CE 3.622 (3.863)] [KD 2.050 (2.148)] +2024-10-19 21:04:27,568 - Train: 73.68% [921750/1251000] [736.8/1000.0] [batch_t 0.378 (0.420)] [data_t 0.015] [optim_t 0.363] [lr 0.000509] [CE 4.109 (3.878)] [KD 2.175 (2.139)] +2024-10-19 21:04:49,243 - Train: 73.69% [921800/1251000] [736.9/1000.0] [batch_t 0.504 (0.433)] [data_t 0.015] [optim_t 0.489] [lr 0.000509] [CE 4.119 (3.926)] [KD 2.276 (2.149)] +2024-10-19 21:05:10,949 - Train: 73.69% [921850/1251000] [736.9/1000.0] [batch_t 0.442 (0.434)] [data_t 0.015] [optim_t 0.427] [lr 0.000509] [CE 4.122 (4.001)] [KD 2.141 (2.184)] +2024-10-19 21:05:32,770 - Train: 73.69% [921900/1251000] [736.9/1000.0] [batch_t 0.361 (0.436)] [data_t 0.016] [optim_t 0.345] [lr 0.000509] [CE 3.712 (3.880)] [KD 2.211 (2.152)] +2024-10-19 21:05:53,718 - Train: 73.70% [921950/1251000] [737.0/1000.0] [batch_t 0.431 (0.419)] [data_t 0.015] [optim_t 0.415] [lr 0.000509] [CE 3.711 (3.881)] [KD 1.995 (2.129)] +2024-10-19 21:06:30,143 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 40306] [top5_cnt 47747] [top_all 50000] +2024-10-19 21:06:30,144 - net: 80.612 (95.494) +2024-10-19 21:06:50,925 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 41279] [top5_cnt 48119] [top_all 50000] +2024-10-19 21:06:50,926 - net_E: 82.558 (96.238) +2024-10-19 21:06:51,072 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 21:06:51,073 - ==> Total time: 4 days, 21:24:59 Eta: 1 day, 17:54:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 21:07:01,947 - Train: 73.70% [922000/1251000] [737.0/1000.0] [batch_t 0.363 (0.726)] [data_t 0.016] [optim_t 0.348] [lr 0.000509] [CE 4.139 (3.816)] [KD 2.331 (2.108)] +2024-10-19 21:07:22,434 - Train: 73.71% [922050/1251000] [737.1/1000.0] [batch_t 0.424 (0.410)] [data_t 0.015] [optim_t 0.408] [lr 0.000509] [CE 3.771 (3.955)] [KD 2.086 (2.159)] +2024-10-19 21:07:43,493 - Train: 73.71% [922100/1251000] [737.1/1000.0] [batch_t 0.459 (0.421)] [data_t 0.015] [optim_t 0.444] [lr 0.000508] [CE 3.959 (3.951)] [KD 2.246 (2.143)] +2024-10-19 21:08:05,007 - Train: 73.71% [922150/1251000] [737.1/1000.0] [batch_t 0.444 (0.430)] [data_t 0.015] [optim_t 0.429] [lr 0.000508] [CE 3.670 (3.899)] [KD 2.083 (2.158)] +2024-10-19 21:08:27,314 - Train: 73.72% [922200/1251000] [737.2/1000.0] [batch_t 0.434 (0.446)] [data_t 0.016] [optim_t 0.418] [lr 0.000508] [CE 3.933 (3.973)] [KD 2.314 (2.193)] +2024-10-19 21:08:49,032 - Train: 73.72% [922250/1251000] [737.2/1000.0] [batch_t 0.444 (0.434)] [data_t 0.016] [optim_t 0.429] [lr 0.000508] [CE 3.649 (3.882)] [KD 1.975 (2.129)] +2024-10-19 21:09:09,623 - Train: 73.73% [922300/1251000] [737.3/1000.0] [batch_t 0.417 (0.412)] [data_t 0.016] [optim_t 0.401] [lr 0.000508] [CE 4.118 (3.993)] [KD 2.205 (2.211)] +2024-10-19 21:09:31,377 - Train: 73.73% [922350/1251000] [737.3/1000.0] [batch_t 0.420 (0.435)] [data_t 0.016] [optim_t 0.404] [lr 0.000508] [CE 3.454 (3.886)] [KD 1.870 (2.137)] +2024-10-19 21:09:52,273 - Train: 73.73% [922400/1251000] [737.3/1000.0] [batch_t 0.413 (0.418)] [data_t 0.015] [optim_t 0.398] [lr 0.000508] [CE 4.316 (3.861)] [KD 2.317 (2.118)] +2024-10-19 21:10:13,393 - Train: 73.74% [922450/1251000] [737.4/1000.0] [batch_t 0.418 (0.422)] [data_t 0.015] [optim_t 0.403] [lr 0.000507] [CE 3.810 (4.013)] [KD 2.084 (2.223)] +2024-10-19 21:10:34,046 - Train: 73.74% [922500/1251000] [737.4/1000.0] [batch_t 0.445 (0.413)] [data_t 0.015] [optim_t 0.429] [lr 0.000507] [CE 3.764 (3.920)] [KD 2.034 (2.181)] +2024-10-19 21:10:54,857 - Train: 73.75% [922550/1251000] [737.5/1000.0] [batch_t 0.443 (0.416)] [data_t 0.015] [optim_t 0.428] [lr 0.000507] [CE 3.534 (3.914)] [KD 1.788 (2.151)] +2024-10-19 21:11:15,795 - Train: 73.75% [922600/1251000] [737.5/1000.0] [batch_t 0.395 (0.419)] [data_t 0.015] [optim_t 0.380] [lr 0.000507] [CE 3.749 (3.898)] [KD 2.064 (2.144)] +2024-10-19 21:11:36,687 - Train: 73.75% [922650/1251000] [737.5/1000.0] [batch_t 0.385 (0.418)] [data_t 0.016] [optim_t 0.369] [lr 0.000507] [CE 4.330 (3.861)] [KD 2.484 (2.144)] +2024-10-19 21:11:58,530 - Train: 73.76% [922700/1251000] [737.6/1000.0] [batch_t 0.487 (0.437)] [data_t 0.015] [optim_t 0.472] [lr 0.000507] [CE 3.490 (3.837)] [KD 2.042 (2.122)] +2024-10-19 21:12:21,001 - Train: 73.76% [922750/1251000] [737.6/1000.0] [batch_t 0.426 (0.449)] [data_t 0.015] [optim_t 0.411] [lr 0.000507] [CE 4.447 (3.933)] [KD 2.502 (2.182)] +2024-10-19 21:12:42,104 - Train: 73.76% [922800/1251000] [737.6/1000.0] [batch_t 0.403 (0.422)] [data_t 0.015] [optim_t 0.388] [lr 0.000506] [CE 3.646 (3.920)] [KD 2.041 (2.163)] +2024-10-19 21:13:03,728 - Train: 73.77% [922850/1251000] [737.7/1000.0] [batch_t 0.411 (0.432)] [data_t 0.015] [optim_t 0.396] [lr 0.000506] [CE 4.445 (3.915)] [KD 2.505 (2.157)] +2024-10-19 21:13:24,304 - Train: 73.77% [922900/1251000] [737.7/1000.0] [batch_t 0.428 (0.411)] [data_t 0.015] [optim_t 0.413] [lr 0.000506] [CE 3.889 (3.981)] [KD 2.114 (2.194)] +2024-10-19 21:13:45,038 - Train: 73.78% [922950/1251000] [737.8/1000.0] [batch_t 0.365 (0.415)] [data_t 0.015] [optim_t 0.349] [lr 0.000506] [CE 4.184 (3.987)] [KD 2.175 (2.173)] +2024-10-19 21:14:07,373 - Train: 73.78% [923000/1251000] [737.8/1000.0] [batch_t 0.514 (0.447)] [data_t 0.015] [optim_t 0.498] [lr 0.000506] [CE 4.369 (3.941)] [KD 2.457 (2.138)] +2024-10-19 21:14:28,873 - Train: 73.78% [923050/1251000] [737.8/1000.0] [batch_t 0.412 (0.430)] [data_t 0.015] [optim_t 0.397] [lr 0.000506] [CE 3.855 (3.934)] [KD 2.101 (2.185)] +2024-10-19 21:14:50,456 - Train: 73.79% [923100/1251000] [737.9/1000.0] [batch_t 0.464 (0.432)] [data_t 0.015] [optim_t 0.449] [lr 0.000506] [CE 4.018 (3.894)] [KD 2.385 (2.141)] +2024-10-19 21:15:12,619 - Train: 73.79% [923150/1251000] [737.9/1000.0] [batch_t 0.564 (0.443)] [data_t 0.016] [optim_t 0.549] [lr 0.000506] [CE 4.081 (3.949)] [KD 2.175 (2.171)] +2024-10-19 21:15:34,666 - Train: 73.80% [923200/1251000] [738.0/1000.0] [batch_t 0.409 (0.441)] [data_t 0.015] [optim_t 0.394] [lr 0.000505] [CE 3.795 (3.959)] [KD 2.151 (2.184)] +2024-10-19 21:16:11,802 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 40358] [top5_cnt 47703] [top_all 50000] +2024-10-19 21:16:11,803 - net: 80.716 (95.406) +2024-10-19 21:16:33,141 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.421)] [top1_cnt 41303] [top5_cnt 48129] [top_all 50000] +2024-10-19 21:16:33,141 - net_E: 82.606 (96.258) +2024-10-19 21:16:33,286 - Max [top1: 80.900 (epoch: 726)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 21:16:33,287 - ==> Total time: 4 days, 21:34:41 Eta: 1 day, 17:44:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 21:16:44,582 - Train: 73.80% [923250/1251000] [738.0/1000.0] [batch_t 0.361 (0.804)] [data_t 0.015] [optim_t 0.345] [lr 0.000505] [CE 4.136 (3.748)] [KD 2.182 (2.048)] +2024-10-19 21:17:04,205 - Train: 73.80% [923300/1251000] [738.0/1000.0] [batch_t 0.365 (0.392)] [data_t 0.016] [optim_t 0.349] [lr 0.000505] [CE 3.541 (3.907)] [KD 2.031 (2.149)] +2024-10-19 21:17:25,298 - Train: 73.81% [923350/1251000] [738.1/1000.0] [batch_t 0.441 (0.422)] [data_t 0.016] [optim_t 0.425] [lr 0.000505] [CE 4.534 (3.963)] [KD 2.441 (2.163)] +2024-10-19 21:17:46,539 - Train: 73.81% [923400/1251000] [738.1/1000.0] [batch_t 0.438 (0.425)] [data_t 0.015] [optim_t 0.423] [lr 0.000505] [CE 3.138 (3.949)] [KD 1.711 (2.167)] +2024-10-19 21:18:07,850 - Train: 73.82% [923450/1251000] [738.2/1000.0] [batch_t 0.368 (0.426)] [data_t 0.016] [optim_t 0.352] [lr 0.000505] [CE 3.768 (3.954)] [KD 2.063 (2.155)] +2024-10-19 21:18:29,128 - Train: 73.82% [923500/1251000] [738.2/1000.0] [batch_t 0.481 (0.425)] [data_t 0.016] [optim_t 0.465] [lr 0.000505] [CE 3.198 (3.879)] [KD 1.778 (2.107)] +2024-10-19 21:18:50,468 - Train: 73.82% [923550/1251000] [738.2/1000.0] [batch_t 0.385 (0.427)] [data_t 0.015] [optim_t 0.370] [lr 0.000504] [CE 3.926 (3.893)] [KD 2.096 (2.147)] +2024-10-19 21:19:11,701 - Train: 73.83% [923600/1251000] [738.3/1000.0] [batch_t 0.374 (0.425)] [data_t 0.016] [optim_t 0.358] [lr 0.000504] [CE 3.465 (3.961)] [KD 2.023 (2.193)] +2024-10-19 21:19:33,482 - Train: 73.83% [923650/1251000] [738.3/1000.0] [batch_t 0.395 (0.435)] [data_t 0.016] [optim_t 0.380] [lr 0.000504] [CE 3.744 (3.876)] [KD 1.950 (2.125)] +2024-10-19 21:19:54,711 - Train: 73.84% [923700/1251000] [738.4/1000.0] [batch_t 0.366 (0.424)] [data_t 0.016] [optim_t 0.350] [lr 0.000504] [CE 3.526 (3.951)] [KD 1.971 (2.163)] +2024-10-19 21:20:16,393 - Train: 73.84% [923750/1251000] [738.4/1000.0] [batch_t 0.473 (0.433)] [data_t 0.016] [optim_t 0.458] [lr 0.000504] [CE 3.350 (3.841)] [KD 1.764 (2.110)] +2024-10-19 21:20:37,697 - Train: 73.84% [923800/1251000] [738.4/1000.0] [batch_t 0.511 (0.426)] [data_t 0.015] [optim_t 0.496] [lr 0.000504] [CE 4.124 (3.894)] [KD 2.306 (2.127)] +2024-10-19 21:20:59,173 - Train: 73.85% [923850/1251000] [738.5/1000.0] [batch_t 0.440 (0.429)] [data_t 0.015] [optim_t 0.424] [lr 0.000504] [CE 4.261 (3.925)] [KD 2.277 (2.167)] +2024-10-19 21:21:20,754 - Train: 73.85% [923900/1251000] [738.5/1000.0] [batch_t 0.453 (0.431)] [data_t 0.015] [optim_t 0.437] [lr 0.000503] [CE 3.742 (3.938)] [KD 2.131 (2.164)] +2024-10-19 21:21:42,208 - Train: 73.86% [923950/1251000] [738.6/1000.0] [batch_t 0.420 (0.429)] [data_t 0.016] [optim_t 0.404] [lr 0.000503] [CE 3.440 (3.915)] [KD 1.886 (2.135)] +2024-10-19 21:22:03,317 - Train: 73.86% [924000/1251000] [738.6/1000.0] [batch_t 0.405 (0.422)] [data_t 0.016] [optim_t 0.389] [lr 0.000503] [CE 3.962 (3.897)] [KD 2.052 (2.125)] +2024-10-19 21:22:25,053 - Train: 73.86% [924050/1251000] [738.6/1000.0] [batch_t 0.364 (0.435)] [data_t 0.015] [optim_t 0.349] [lr 0.000503] [CE 3.521 (3.885)] [KD 1.963 (2.121)] +2024-10-19 21:22:45,807 - Train: 73.87% [924100/1251000] [738.7/1000.0] [batch_t 0.505 (0.415)] [data_t 0.016] [optim_t 0.490] [lr 0.000503] [CE 3.351 (3.952)] [KD 1.798 (2.180)] +2024-10-19 21:23:07,189 - Train: 73.87% [924150/1251000] [738.7/1000.0] [batch_t 0.488 (0.428)] [data_t 0.016] [optim_t 0.472] [lr 0.000503] [CE 3.525 (3.904)] [KD 1.963 (2.174)] +2024-10-19 21:23:28,819 - Train: 73.88% [924200/1251000] [738.8/1000.0] [batch_t 0.370 (0.432)] [data_t 0.016] [optim_t 0.354] [lr 0.000503] [CE 4.176 (3.962)] [KD 2.304 (2.193)] +2024-10-19 21:23:50,263 - Train: 73.88% [924250/1251000] [738.8/1000.0] [batch_t 0.431 (0.429)] [data_t 0.016] [optim_t 0.415] [lr 0.000503] [CE 3.861 (3.941)] [KD 2.237 (2.160)] +2024-10-19 21:24:11,799 - Train: 73.88% [924300/1251000] [738.8/1000.0] [batch_t 0.416 (0.431)] [data_t 0.016] [optim_t 0.400] [lr 0.000502] [CE 3.204 (3.928)] [KD 1.876 (2.165)] +2024-10-19 21:24:33,438 - Train: 73.89% [924350/1251000] [738.9/1000.0] [batch_t 0.559 (0.433)] [data_t 0.016] [optim_t 0.543] [lr 0.000502] [CE 4.274 (3.889)] [KD 2.400 (2.145)] +2024-10-19 21:24:55,473 - Train: 73.89% [924400/1251000] [738.9/1000.0] [batch_t 0.399 (0.441)] [data_t 0.016] [optim_t 0.383] [lr 0.000502] [CE 3.904 (3.935)] [KD 2.076 (2.176)] +2024-10-19 21:25:17,224 - Train: 73.90% [924450/1251000] [739.0/1000.0] [batch_t 0.372 (0.435)] [data_t 0.016] [optim_t 0.356] [lr 0.000502] [CE 4.167 (3.988)] [KD 2.409 (2.210)] +2024-10-19 21:25:54,345 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 40454] [top5_cnt 47790] [top_all 50000] +2024-10-19 21:25:54,346 - net: 80.908 (95.580) +2024-10-19 21:26:16,302 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 41294] [top5_cnt 48134] [top_all 50000] +2024-10-19 21:26:16,303 - net_E: 82.588 (96.268) +2024-10-19 21:26:16,472 - Max [top1: 80.908 (epoch: 739)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 21:26:16,472 - ==> Total time: 4 days, 21:44:25 Eta: 1 day, 17:35:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 21:26:28,258 - Train: 73.90% [924500/1251000] [739.0/1000.0] [batch_t 0.363 (0.677)] [data_t 0.015] [optim_t 0.348] [lr 0.000502] [CE 4.125 (4.002)] [KD 2.468 (2.216)] +2024-10-19 21:26:47,908 - Train: 73.90% [924550/1251000] [739.0/1000.0] [batch_t 0.368 (0.393)] [data_t 0.015] [optim_t 0.352] [lr 0.000502] [CE 4.143 (3.871)] [KD 2.312 (2.120)] +2024-10-19 21:27:09,654 - Train: 73.91% [924600/1251000] [739.1/1000.0] [batch_t 0.445 (0.435)] [data_t 0.015] [optim_t 0.430] [lr 0.000502] [CE 3.853 (3.948)] [KD 2.109 (2.170)] +2024-10-19 21:27:31,833 - Train: 73.91% [924650/1251000] [739.1/1000.0] [batch_t 0.360 (0.443)] [data_t 0.016] [optim_t 0.344] [lr 0.000501] [CE 4.168 (3.974)] [KD 2.207 (2.165)] +2024-10-19 21:27:53,274 - Train: 73.92% [924700/1251000] [739.2/1000.0] [batch_t 0.453 (0.429)] [data_t 0.016] [optim_t 0.438] [lr 0.000501] [CE 3.984 (3.909)] [KD 2.231 (2.178)] +2024-10-19 21:28:14,245 - Train: 73.92% [924750/1251000] [739.2/1000.0] [batch_t 0.402 (0.419)] [data_t 0.016] [optim_t 0.387] [lr 0.000501] [CE 3.795 (3.841)] [KD 2.083 (2.135)] +2024-10-19 21:28:35,341 - Train: 73.92% [924800/1251000] [739.2/1000.0] [batch_t 0.390 (0.422)] [data_t 0.015] [optim_t 0.375] [lr 0.000501] [CE 4.259 (3.899)] [KD 2.274 (2.120)] +2024-10-19 21:28:56,882 - Train: 73.93% [924850/1251000] [739.3/1000.0] [batch_t 0.459 (0.431)] [data_t 0.016] [optim_t 0.443] [lr 0.000501] [CE 3.694 (3.874)] [KD 2.005 (2.113)] +2024-10-19 21:29:18,478 - Train: 73.93% [924900/1251000] [739.3/1000.0] [batch_t 0.407 (0.432)] [data_t 0.016] [optim_t 0.391] [lr 0.000501] [CE 3.756 (3.908)] [KD 2.001 (2.129)] +2024-10-19 21:29:40,561 - Train: 73.94% [924950/1251000] [739.4/1000.0] [batch_t 0.491 (0.442)] [data_t 0.015] [optim_t 0.475] [lr 0.000501] [CE 4.232 (3.940)] [KD 2.294 (2.144)] +2024-10-19 21:30:02,490 - Train: 73.94% [925000/1251000] [739.4/1000.0] [batch_t 0.385 (0.438)] [data_t 0.015] [optim_t 0.370] [lr 0.000500] [CE 3.611 (3.951)] [KD 1.954 (2.186)] +2024-10-19 21:30:23,740 - Train: 73.94% [925050/1251000] [739.4/1000.0] [batch_t 0.418 (0.425)] [data_t 0.016] [optim_t 0.403] [lr 0.000500] [CE 4.072 (3.925)] [KD 2.330 (2.168)] +2024-10-19 21:30:44,989 - Train: 73.95% [925100/1251000] [739.5/1000.0] [batch_t 0.452 (0.425)] [data_t 0.015] [optim_t 0.436] [lr 0.000500] [CE 3.983 (3.942)] [KD 2.166 (2.159)] +2024-10-19 21:31:06,656 - Train: 73.95% [925150/1251000] [739.5/1000.0] [batch_t 0.409 (0.433)] [data_t 0.044] [optim_t 0.365] [lr 0.000500] [CE 4.064 (3.863)] [KD 2.176 (2.109)] +2024-10-19 21:31:28,448 - Train: 73.96% [925200/1251000] [739.6/1000.0] [batch_t 0.480 (0.436)] [data_t 0.135] [optim_t 0.345] [lr 0.000500] [CE 4.157 (3.864)] [KD 2.306 (2.136)] +2024-10-19 21:31:50,084 - Train: 73.96% [925250/1251000] [739.6/1000.0] [batch_t 0.365 (0.433)] [data_t 0.016] [optim_t 0.349] [lr 0.000500] [CE 3.990 (3.992)] [KD 2.357 (2.180)] +2024-10-19 21:32:10,824 - Train: 73.96% [925300/1251000] [739.6/1000.0] [batch_t 0.417 (0.415)] [data_t 0.072] [optim_t 0.346] [lr 0.000500] [CE 4.211 (3.922)] [KD 2.295 (2.159)] +2024-10-19 21:32:32,413 - Train: 73.97% [925350/1251000] [739.7/1000.0] [batch_t 0.424 (0.431)] [data_t 0.079] [optim_t 0.345] [lr 0.000500] [CE 4.140 (3.930)] [KD 2.246 (2.157)] +2024-10-19 21:32:53,733 - Train: 73.97% [925400/1251000] [739.7/1000.0] [batch_t 0.364 (0.426)] [data_t 0.015] [optim_t 0.348] [lr 0.000499] [CE 4.117 (3.878)] [KD 2.138 (2.133)] +2024-10-19 21:33:15,494 - Train: 73.98% [925450/1251000] [739.8/1000.0] [batch_t 0.417 (0.435)] [data_t 0.073] [optim_t 0.344] [lr 0.000499] [CE 4.028 (3.925)] [KD 2.201 (2.166)] +2024-10-19 21:33:37,189 - Train: 73.98% [925500/1251000] [739.8/1000.0] [batch_t 0.468 (0.434)] [data_t 0.016] [optim_t 0.453] [lr 0.000499] [CE 4.230 (3.993)] [KD 2.342 (2.174)] +2024-10-19 21:33:59,257 - Train: 73.98% [925550/1251000] [739.8/1000.0] [batch_t 0.398 (0.441)] [data_t 0.015] [optim_t 0.383] [lr 0.000499] [CE 3.755 (3.963)] [KD 2.104 (2.169)] +2024-10-19 21:34:20,226 - Train: 73.99% [925600/1251000] [739.9/1000.0] [batch_t 0.369 (0.419)] [data_t 0.016] [optim_t 0.353] [lr 0.000499] [CE 3.867 (3.938)] [KD 2.199 (2.152)] +2024-10-19 21:34:41,811 - Train: 73.99% [925650/1251000] [739.9/1000.0] [batch_t 0.485 (0.432)] [data_t 0.015] [optim_t 0.470] [lr 0.000499] [CE 4.170 (3.975)] [KD 2.211 (2.183)] +2024-10-19 21:35:03,463 - Train: 74.00% [925700/1251000] [740.0/1000.0] [batch_t 0.464 (0.433)] [data_t 0.015] [optim_t 0.448] [lr 0.000499] [CE 4.120 (3.930)] [KD 2.282 (2.158)] +2024-10-19 21:35:40,983 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40378] [top5_cnt 47755] [top_all 50000] +2024-10-19 21:35:40,984 - net: 80.756 (95.510) +2024-10-19 21:36:02,646 - Test (net_E): 100.00% [50/50] [batch_t 0.137 (0.425)] [top1_cnt 41289] [top5_cnt 48134] [top_all 50000] +2024-10-19 21:36:02,646 - net_E: 82.578 (96.268) +2024-10-19 21:36:02,820 - Max [top1: 80.908 (epoch: 739)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 21:36:02,820 - ==> Total time: 4 days, 21:54:11 Eta: 1 day, 17:25:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 21:36:14,972 - Train: 74.00% [925750/1251000] [740.0/1000.0] [batch_t 0.361 (0.724)] [data_t 0.016] [optim_t 0.346] [lr 0.000498] [CE 3.886 (3.913)] [KD 2.168 (2.093)] +2024-10-19 21:36:34,264 - Train: 74.00% [925800/1251000] [740.0/1000.0] [batch_t 0.467 (0.386)] [data_t 0.121] [optim_t 0.347] [lr 0.000498] [CE 4.057 (3.973)] [KD 2.222 (2.190)] +2024-10-19 21:36:55,869 - Train: 74.01% [925850/1251000] [740.1/1000.0] [batch_t 0.491 (0.432)] [data_t 0.140] [optim_t 0.351] [lr 0.000498] [CE 3.975 (3.923)] [KD 2.104 (2.134)] +2024-10-19 21:37:17,045 - Train: 74.01% [925900/1251000] [740.1/1000.0] [batch_t 0.448 (0.423)] [data_t 0.102] [optim_t 0.346] [lr 0.000498] [CE 4.282 (3.952)] [KD 2.325 (2.149)] +2024-10-19 21:37:38,287 - Train: 74.02% [925950/1251000] [740.2/1000.0] [batch_t 0.444 (0.425)] [data_t 0.100] [optim_t 0.344] [lr 0.000498] [CE 4.056 (3.940)] [KD 2.173 (2.162)] +2024-10-19 21:37:59,573 - Train: 74.02% [926000/1251000] [740.2/1000.0] [batch_t 0.420 (0.426)] [data_t 0.071] [optim_t 0.349] [lr 0.000498] [CE 3.347 (3.892)] [KD 1.743 (2.122)] +2024-10-19 21:38:20,663 - Train: 74.02% [926050/1251000] [740.2/1000.0] [batch_t 0.456 (0.422)] [data_t 0.110] [optim_t 0.345] [lr 0.000498] [CE 4.130 (3.917)] [KD 2.229 (2.128)] +2024-10-19 21:38:41,740 - Train: 74.03% [926100/1251000] [740.3/1000.0] [batch_t 0.367 (0.421)] [data_t 0.023] [optim_t 0.344] [lr 0.000497] [CE 3.856 (3.945)] [KD 2.108 (2.177)] +2024-10-19 21:39:02,806 - Train: 74.03% [926150/1251000] [740.3/1000.0] [batch_t 0.468 (0.421)] [data_t 0.126] [optim_t 0.342] [lr 0.000497] [CE 3.548 (3.910)] [KD 1.872 (2.155)] +2024-10-19 21:39:23,595 - Train: 74.04% [926200/1251000] [740.4/1000.0] [batch_t 0.428 (0.416)] [data_t 0.086] [optim_t 0.341] [lr 0.000497] [CE 4.128 (4.010)] [KD 2.313 (2.198)] +2024-10-19 21:39:45,018 - Train: 74.04% [926250/1251000] [740.4/1000.0] [batch_t 0.428 (0.428)] [data_t 0.082] [optim_t 0.346] [lr 0.000497] [CE 4.247 (3.917)] [KD 2.341 (2.145)] +2024-10-19 21:40:05,880 - Train: 74.04% [926300/1251000] [740.4/1000.0] [batch_t 0.492 (0.417)] [data_t 0.149] [optim_t 0.343] [lr 0.000497] [CE 3.424 (3.863)] [KD 1.807 (2.121)] +2024-10-19 21:40:26,567 - Train: 74.05% [926350/1251000] [740.5/1000.0] [batch_t 0.401 (0.414)] [data_t 0.058] [optim_t 0.342] [lr 0.000497] [CE 3.973 (3.925)] [KD 2.254 (2.168)] +2024-10-19 21:40:47,704 - Train: 74.05% [926400/1251000] [740.5/1000.0] [batch_t 0.468 (0.423)] [data_t 0.084] [optim_t 0.384] [lr 0.000497] [CE 3.868 (3.936)] [KD 2.165 (2.180)] +2024-10-19 21:41:09,158 - Train: 74.06% [926450/1251000] [740.6/1000.0] [batch_t 0.359 (0.429)] [data_t 0.015] [optim_t 0.344] [lr 0.000497] [CE 3.720 (3.888)] [KD 2.022 (2.129)] +2024-10-19 21:41:30,633 - Train: 74.06% [926500/1251000] [740.6/1000.0] [batch_t 0.505 (0.429)] [data_t 0.015] [optim_t 0.489] [lr 0.000496] [CE 4.173 (3.917)] [KD 2.181 (2.123)] +2024-10-19 21:41:51,892 - Train: 74.06% [926550/1251000] [740.6/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.344] [lr 0.000496] [CE 3.842 (3.956)] [KD 2.130 (2.174)] +2024-10-19 21:42:12,499 - Train: 74.07% [926600/1251000] [740.7/1000.0] [batch_t 0.364 (0.412)] [data_t 0.015] [optim_t 0.349] [lr 0.000496] [CE 4.045 (3.964)] [KD 2.157 (2.182)] +2024-10-19 21:42:33,523 - Train: 74.07% [926650/1251000] [740.7/1000.0] [batch_t 0.411 (0.420)] [data_t 0.066] [optim_t 0.345] [lr 0.000496] [CE 3.504 (3.937)] [KD 1.852 (2.151)] +2024-10-19 21:42:55,102 - Train: 74.08% [926700/1251000] [740.8/1000.0] [batch_t 0.380 (0.431)] [data_t 0.015] [optim_t 0.365] [lr 0.000496] [CE 3.968 (3.910)] [KD 2.147 (2.149)] +2024-10-19 21:43:15,957 - Train: 74.08% [926750/1251000] [740.8/1000.0] [batch_t 0.388 (0.417)] [data_t 0.015] [optim_t 0.373] [lr 0.000496] [CE 3.877 (3.925)] [KD 1.963 (2.148)] +2024-10-19 21:43:37,121 - Train: 74.08% [926800/1251000] [740.8/1000.0] [batch_t 0.418 (0.423)] [data_t 0.015] [optim_t 0.403] [lr 0.000496] [CE 3.734 (3.922)] [KD 2.246 (2.153)] +2024-10-19 21:43:58,100 - Train: 74.09% [926850/1251000] [740.9/1000.0] [batch_t 0.364 (0.419)] [data_t 0.015] [optim_t 0.349] [lr 0.000495] [CE 4.026 (3.999)] [KD 2.038 (2.210)] +2024-10-19 21:44:18,847 - Train: 74.09% [926900/1251000] [740.9/1000.0] [batch_t 0.472 (0.415)] [data_t 0.127] [optim_t 0.345] [lr 0.000495] [CE 4.509 (3.955)] [KD 2.653 (2.166)] +2024-10-19 21:44:39,927 - Train: 74.10% [926950/1251000] [741.0/1000.0] [batch_t 0.466 (0.421)] [data_t 0.119] [optim_t 0.347] [lr 0.000495] [CE 3.892 (3.986)] [KD 2.120 (2.199)] +2024-10-19 21:45:18,755 - Test (net): 100.00% [50/50] [batch_t 0.131 (0.438)] [top1_cnt 40340] [top5_cnt 47762] [top_all 50000] +2024-10-19 21:45:18,756 - net: 80.680 (95.524) +2024-10-19 21:45:40,405 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41278] [top5_cnt 48136] [top_all 50000] +2024-10-19 21:45:40,406 - net_E: 82.556 (96.272) +2024-10-19 21:45:40,550 - Max [top1: 80.908 (epoch: 739)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 21:45:40,551 - ==> Total time: 4 days, 22:03:49 Eta: 1 day, 17:15:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 21:45:50,117 - Train: 74.10% [927000/1251000] [741.0/1000.0] [batch_t 0.361 (0.892)] [data_t 0.016] [optim_t 0.346] [lr 0.000495] [CE 3.733 (3.864)] [KD 2.125 (2.113)] +2024-10-19 21:46:10,332 - Train: 74.10% [927050/1251000] [741.0/1000.0] [batch_t 0.624 (0.404)] [data_t 0.015] [optim_t 0.608] [lr 0.000495] [CE 3.972 (3.967)] [KD 2.063 (2.185)] +2024-10-19 21:46:30,526 - Train: 74.11% [927100/1251000] [741.1/1000.0] [batch_t 0.406 (0.404)] [data_t 0.016] [optim_t 0.391] [lr 0.000495] [CE 3.896 (3.889)] [KD 2.087 (2.117)] +2024-10-19 21:46:51,484 - Train: 74.11% [927150/1251000] [741.1/1000.0] [batch_t 0.418 (0.419)] [data_t 0.015] [optim_t 0.403] [lr 0.000495] [CE 4.262 (3.922)] [KD 2.409 (2.158)] +2024-10-19 21:47:12,953 - Train: 74.12% [927200/1251000] [741.2/1000.0] [batch_t 0.407 (0.429)] [data_t 0.015] [optim_t 0.392] [lr 0.000494] [CE 4.054 (3.899)] [KD 2.169 (2.122)] +2024-10-19 21:47:34,439 - Train: 74.12% [927250/1251000] [741.2/1000.0] [batch_t 0.432 (0.430)] [data_t 0.015] [optim_t 0.417] [lr 0.000494] [CE 4.213 (3.910)] [KD 2.302 (2.128)] +2024-10-19 21:47:55,749 - Train: 74.12% [927300/1251000] [741.2/1000.0] [batch_t 0.401 (0.426)] [data_t 0.015] [optim_t 0.386] [lr 0.000494] [CE 3.551 (3.894)] [KD 1.968 (2.153)] +2024-10-19 21:48:17,288 - Train: 74.13% [927350/1251000] [741.3/1000.0] [batch_t 0.388 (0.431)] [data_t 0.015] [optim_t 0.373] [lr 0.000494] [CE 4.100 (3.989)] [KD 2.172 (2.168)] +2024-10-19 21:48:38,262 - Train: 74.13% [927400/1251000] [741.3/1000.0] [batch_t 0.466 (0.419)] [data_t 0.015] [optim_t 0.451] [lr 0.000494] [CE 3.615 (3.939)] [KD 2.115 (2.167)] +2024-10-19 21:48:59,497 - Train: 74.14% [927450/1251000] [741.4/1000.0] [batch_t 0.476 (0.425)] [data_t 0.015] [optim_t 0.461] [lr 0.000494] [CE 3.323 (3.885)] [KD 1.973 (2.120)] +2024-10-19 21:49:20,336 - Train: 74.14% [927500/1251000] [741.4/1000.0] [batch_t 0.364 (0.417)] [data_t 0.015] [optim_t 0.349] [lr 0.000494] [CE 4.601 (3.890)] [KD 2.499 (2.125)] +2024-10-19 21:49:41,363 - Train: 74.14% [927550/1251000] [741.4/1000.0] [batch_t 0.364 (0.420)] [data_t 0.015] [optim_t 0.349] [lr 0.000494] [CE 3.389 (3.908)] [KD 1.894 (2.112)] +2024-10-19 21:50:02,674 - Train: 74.15% [927600/1251000] [741.5/1000.0] [batch_t 0.368 (0.426)] [data_t 0.015] [optim_t 0.352] [lr 0.000493] [CE 3.359 (3.859)] [KD 1.879 (2.130)] +2024-10-19 21:50:23,965 - Train: 74.15% [927650/1251000] [741.5/1000.0] [batch_t 0.423 (0.426)] [data_t 0.015] [optim_t 0.407] [lr 0.000493] [CE 3.408 (3.851)] [KD 1.793 (2.107)] +2024-10-19 21:50:45,348 - Train: 74.16% [927700/1251000] [741.6/1000.0] [batch_t 0.489 (0.428)] [data_t 0.015] [optim_t 0.473] [lr 0.000493] [CE 3.773 (3.951)] [KD 1.951 (2.160)] +2024-10-19 21:51:07,122 - Train: 74.16% [927750/1251000] [741.6/1000.0] [batch_t 0.402 (0.435)] [data_t 0.015] [optim_t 0.387] [lr 0.000493] [CE 4.102 (3.985)] [KD 2.266 (2.184)] +2024-10-19 21:51:28,812 - Train: 74.16% [927800/1251000] [741.6/1000.0] [batch_t 0.437 (0.434)] [data_t 0.015] [optim_t 0.422] [lr 0.000493] [CE 4.066 (3.953)] [KD 2.153 (2.141)] +2024-10-19 21:51:50,635 - Train: 74.17% [927850/1251000] [741.7/1000.0] [batch_t 0.471 (0.436)] [data_t 0.015] [optim_t 0.456] [lr 0.000493] [CE 3.683 (3.872)] [KD 2.156 (2.107)] +2024-10-19 21:52:12,615 - Train: 74.17% [927900/1251000] [741.7/1000.0] [batch_t 0.366 (0.439)] [data_t 0.015] [optim_t 0.350] [lr 0.000493] [CE 4.336 (3.846)] [KD 2.378 (2.102)] +2024-10-19 21:52:34,110 - Train: 74.18% [927950/1251000] [741.8/1000.0] [batch_t 0.362 (0.430)] [data_t 0.016] [optim_t 0.346] [lr 0.000492] [CE 3.904 (3.868)] [KD 2.018 (2.128)] +2024-10-19 21:52:55,538 - Train: 74.18% [928000/1251000] [741.8/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.000492] [CE 3.681 (3.925)] [KD 2.046 (2.137)] +2024-10-19 21:53:17,276 - Train: 74.18% [928050/1251000] [741.8/1000.0] [batch_t 0.429 (0.435)] [data_t 0.015] [optim_t 0.413] [lr 0.000492] [CE 4.194 (3.964)] [KD 2.269 (2.169)] +2024-10-19 21:53:38,785 - Train: 74.19% [928100/1251000] [741.9/1000.0] [batch_t 0.375 (0.430)] [data_t 0.015] [optim_t 0.360] [lr 0.000492] [CE 4.363 (3.915)] [KD 2.435 (2.144)] +2024-10-19 21:54:00,458 - Train: 74.19% [928150/1251000] [741.9/1000.0] [batch_t 0.472 (0.433)] [data_t 0.016] [optim_t 0.456] [lr 0.000492] [CE 4.158 (3.954)] [KD 2.146 (2.142)] +2024-10-19 21:54:22,258 - Train: 74.20% [928200/1251000] [742.0/1000.0] [batch_t 0.403 (0.436)] [data_t 0.015] [optim_t 0.388] [lr 0.000492] [CE 4.371 (3.834)] [KD 2.298 (2.107)] +2024-10-19 21:55:01,611 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 40442] [top5_cnt 47763] [top_all 50000] +2024-10-19 21:55:01,612 - net: 80.884 (95.526) +2024-10-19 21:55:23,290 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41281] [top5_cnt 48133] [top_all 50000] +2024-10-19 21:55:23,290 - net_E: 82.562 (96.266) +2024-10-19 21:55:23,482 - Max [top1: 80.908 (epoch: 739)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 21:55:23,482 - ==> Total time: 4 days, 22:13:32 Eta: 1 day, 17:06:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 21:55:32,767 - Train: 74.20% [928250/1251000] [742.0/1000.0] [batch_t 0.367 (0.952)] [data_t 0.016] [optim_t 0.351] [lr 0.000492] [CE 3.491 (3.880)] [KD 2.055 (2.130)] +2024-10-19 21:55:52,717 - Train: 74.20% [928300/1251000] [742.0/1000.0] [batch_t 0.446 (0.399)] [data_t 0.016] [optim_t 0.431] [lr 0.000492] [CE 3.397 (3.862)] [KD 1.882 (2.123)] +2024-10-19 21:56:15,002 - Train: 74.21% [928350/1251000] [742.1/1000.0] [batch_t 0.359 (0.446)] [data_t 0.015] [optim_t 0.344] [lr 0.000491] [CE 3.961 (3.880)] [KD 1.966 (2.126)] +2024-10-19 21:56:36,466 - Train: 74.21% [928400/1251000] [742.1/1000.0] [batch_t 0.361 (0.429)] [data_t 0.016] [optim_t 0.346] [lr 0.000491] [CE 3.877 (3.843)] [KD 2.149 (2.113)] +2024-10-19 21:56:57,374 - Train: 74.22% [928450/1251000] [742.2/1000.0] [batch_t 0.425 (0.418)] [data_t 0.016] [optim_t 0.409] [lr 0.000491] [CE 4.158 (3.868)] [KD 2.204 (2.129)] +2024-10-19 21:57:19,300 - Train: 74.22% [928500/1251000] [742.2/1000.0] [batch_t 0.475 (0.438)] [data_t 0.131] [optim_t 0.344] [lr 0.000491] [CE 4.185 (3.880)] [KD 2.265 (2.131)] +2024-10-19 21:57:41,678 - Train: 74.22% [928550/1251000] [742.2/1000.0] [batch_t 0.402 (0.447)] [data_t 0.057] [optim_t 0.345] [lr 0.000491] [CE 3.952 (3.933)] [KD 2.056 (2.149)] +2024-10-19 21:58:03,583 - Train: 74.23% [928600/1251000] [742.3/1000.0] [batch_t 0.505 (0.438)] [data_t 0.161] [optim_t 0.344] [lr 0.000491] [CE 3.610 (3.938)] [KD 2.087 (2.160)] +2024-10-19 21:58:25,543 - Train: 74.23% [928650/1251000] [742.3/1000.0] [batch_t 0.361 (0.439)] [data_t 0.015] [optim_t 0.346] [lr 0.000491] [CE 3.965 (3.850)] [KD 2.055 (2.093)] +2024-10-19 21:58:47,800 - Train: 74.24% [928700/1251000] [742.4/1000.0] [batch_t 0.384 (0.445)] [data_t 0.038] [optim_t 0.346] [lr 0.000490] [CE 4.209 (3.964)] [KD 2.388 (2.169)] +2024-10-19 21:59:08,693 - Train: 74.24% [928750/1251000] [742.4/1000.0] [batch_t 0.381 (0.418)] [data_t 0.038] [optim_t 0.343] [lr 0.000490] [CE 3.991 (3.872)] [KD 2.276 (2.141)] +2024-10-19 21:59:29,416 - Train: 74.24% [928800/1251000] [742.4/1000.0] [batch_t 0.435 (0.414)] [data_t 0.087] [optim_t 0.348] [lr 0.000490] [CE 3.876 (3.896)] [KD 2.060 (2.144)] +2024-10-19 21:59:50,993 - Train: 74.25% [928850/1251000] [742.5/1000.0] [batch_t 0.415 (0.431)] [data_t 0.016] [optim_t 0.400] [lr 0.000490] [CE 4.011 (3.934)] [KD 2.265 (2.156)] +2024-10-19 22:00:13,222 - Train: 74.25% [928900/1251000] [742.5/1000.0] [batch_t 0.433 (0.444)] [data_t 0.016] [optim_t 0.417] [lr 0.000490] [CE 4.188 (3.955)] [KD 2.199 (2.130)] +2024-10-19 22:00:35,239 - Train: 74.26% [928950/1251000] [742.6/1000.0] [batch_t 0.444 (0.440)] [data_t 0.016] [optim_t 0.428] [lr 0.000490] [CE 4.437 (3.901)] [KD 2.330 (2.137)] +2024-10-19 22:00:57,350 - Train: 74.26% [929000/1251000] [742.6/1000.0] [batch_t 0.454 (0.442)] [data_t 0.016] [optim_t 0.438] [lr 0.000490] [CE 4.119 (3.906)] [KD 2.142 (2.132)] +2024-10-19 22:01:19,442 - Train: 74.26% [929050/1251000] [742.6/1000.0] [batch_t 0.457 (0.442)] [data_t 0.016] [optim_t 0.441] [lr 0.000489] [CE 4.059 (3.923)] [KD 2.233 (2.135)] +2024-10-19 22:01:41,498 - Train: 74.27% [929100/1251000] [742.7/1000.0] [batch_t 0.401 (0.441)] [data_t 0.016] [optim_t 0.386] [lr 0.000489] [CE 3.464 (4.019)] [KD 1.982 (2.186)] +2024-10-19 22:02:03,349 - Train: 74.27% [929150/1251000] [742.7/1000.0] [batch_t 0.405 (0.437)] [data_t 0.016] [optim_t 0.389] [lr 0.000489] [CE 4.047 (3.882)] [KD 2.211 (2.136)] +2024-10-19 22:02:25,692 - Train: 74.28% [929200/1251000] [742.8/1000.0] [batch_t 0.471 (0.447)] [data_t 0.016] [optim_t 0.455] [lr 0.000489] [CE 3.633 (3.874)] [KD 2.025 (2.102)] +2024-10-19 22:02:47,886 - Train: 74.28% [929250/1251000] [742.8/1000.0] [batch_t 0.419 (0.444)] [data_t 0.016] [optim_t 0.404] [lr 0.000489] [CE 4.004 (3.919)] [KD 2.209 (2.144)] +2024-10-19 22:03:09,747 - Train: 74.28% [929300/1251000] [742.8/1000.0] [batch_t 0.364 (0.437)] [data_t 0.016] [optim_t 0.349] [lr 0.000489] [CE 3.805 (3.869)] [KD 2.114 (2.099)] +2024-10-19 22:03:32,063 - Train: 74.29% [929350/1251000] [742.9/1000.0] [batch_t 0.360 (0.446)] [data_t 0.015] [optim_t 0.344] [lr 0.000489] [CE 4.223 (4.013)] [KD 2.331 (2.179)] +2024-10-19 22:03:53,825 - Train: 74.29% [929400/1251000] [742.9/1000.0] [batch_t 0.395 (0.435)] [data_t 0.016] [optim_t 0.379] [lr 0.000489] [CE 3.557 (3.831)] [KD 1.896 (2.089)] +2024-10-19 22:04:15,714 - Train: 74.30% [929450/1251000] [743.0/1000.0] [batch_t 0.434 (0.438)] [data_t 0.016] [optim_t 0.419] [lr 0.000488] [CE 3.140 (3.940)] [KD 1.840 (2.171)] +2024-10-19 22:04:55,747 - Test (net): 100.00% [50/50] [batch_t 0.139 (0.437)] [top1_cnt 40438] [top5_cnt 47774] [top_all 50000] +2024-10-19 22:04:55,748 - net: 80.876 (95.548) +2024-10-19 22:05:17,223 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 41309] [top5_cnt 48138] [top_all 50000] +2024-10-19 22:05:17,223 - net_E: 82.618 (96.276) +2024-10-19 22:05:17,412 - Max [top1: 80.908 (epoch: 739)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 22:05:17,412 - ==> Total time: 4 days, 22:23:26 Eta: 1 day, 16:57:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 22:05:26,266 - Train: 74.30% [929500/1251000] [743.0/1000.0] [batch_t 0.364 (1.059)] [data_t 0.015] [optim_t 0.348] [lr 0.000488] [CE 3.785 (4.011)] [KD 1.984 (2.164)] +2024-10-19 22:05:45,288 - Train: 74.30% [929550/1251000] [743.0/1000.0] [batch_t 0.465 (0.380)] [data_t 0.015] [optim_t 0.450] [lr 0.000488] [CE 3.630 (3.927)] [KD 2.053 (2.145)] +2024-10-19 22:06:06,363 - Train: 74.31% [929600/1251000] [743.1/1000.0] [batch_t 0.417 (0.421)] [data_t 0.015] [optim_t 0.402] [lr 0.000488] [CE 3.851 (3.929)] [KD 2.041 (2.141)] +2024-10-19 22:06:27,755 - Train: 74.31% [929650/1251000] [743.1/1000.0] [batch_t 0.359 (0.428)] [data_t 0.016] [optim_t 0.344] [lr 0.000488] [CE 3.193 (3.822)] [KD 1.957 (2.104)] +2024-10-19 22:06:49,396 - Train: 74.32% [929700/1251000] [743.2/1000.0] [batch_t 0.447 (0.433)] [data_t 0.015] [optim_t 0.432] [lr 0.000488] [CE 3.376 (3.965)] [KD 1.875 (2.169)] +2024-10-19 22:07:10,573 - Train: 74.32% [929750/1251000] [743.2/1000.0] [batch_t 0.455 (0.423)] [data_t 0.015] [optim_t 0.439] [lr 0.000488] [CE 4.039 (3.829)] [KD 2.210 (2.120)] +2024-10-19 22:07:31,822 - Train: 74.32% [929800/1251000] [743.2/1000.0] [batch_t 0.404 (0.425)] [data_t 0.016] [optim_t 0.389] [lr 0.000487] [CE 3.544 (3.897)] [KD 1.945 (2.131)] +2024-10-19 22:07:53,210 - Train: 74.33% [929850/1251000] [743.3/1000.0] [batch_t 0.397 (0.428)] [data_t 0.015] [optim_t 0.382] [lr 0.000487] [CE 4.222 (3.964)] [KD 2.197 (2.138)] +2024-10-19 22:08:14,526 - Train: 74.33% [929900/1251000] [743.3/1000.0] [batch_t 0.453 (0.426)] [data_t 0.015] [optim_t 0.437] [lr 0.000487] [CE 4.339 (3.869)] [KD 2.374 (2.102)] +2024-10-19 22:08:35,597 - Train: 74.34% [929950/1251000] [743.4/1000.0] [batch_t 0.397 (0.421)] [data_t 0.015] [optim_t 0.381] [lr 0.000487] [CE 4.025 (3.923)] [KD 2.099 (2.120)] +2024-10-19 22:08:56,655 - Train: 74.34% [930000/1251000] [743.4/1000.0] [batch_t 0.434 (0.421)] [data_t 0.015] [optim_t 0.419] [lr 0.000487] [CE 4.194 (3.931)] [KD 2.223 (2.146)] +2024-10-19 22:09:17,717 - Train: 74.34% [930050/1251000] [743.4/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.000487] [CE 4.346 (3.953)] [KD 2.312 (2.155)] +2024-10-19 22:09:38,684 - Train: 74.35% [930100/1251000] [743.5/1000.0] [batch_t 0.392 (0.419)] [data_t 0.016] [optim_t 0.377] [lr 0.000487] [CE 4.428 (3.904)] [KD 2.321 (2.152)] +2024-10-19 22:09:59,882 - Train: 74.35% [930150/1251000] [743.5/1000.0] [batch_t 0.395 (0.424)] [data_t 0.015] [optim_t 0.379] [lr 0.000487] [CE 3.698 (3.936)] [KD 1.993 (2.143)] +2024-10-19 22:10:21,082 - Train: 74.36% [930200/1251000] [743.6/1000.0] [batch_t 0.438 (0.424)] [data_t 0.015] [optim_t 0.423] [lr 0.000486] [CE 3.571 (3.906)] [KD 1.915 (2.139)] +2024-10-19 22:10:42,174 - Train: 74.36% [930250/1251000] [743.6/1000.0] [batch_t 0.642 (0.422)] [data_t 0.015] [optim_t 0.626] [lr 0.000486] [CE 3.964 (3.928)] [KD 2.388 (2.156)] +2024-10-19 22:11:03,920 - Train: 74.36% [930300/1251000] [743.6/1000.0] [batch_t 0.399 (0.435)] [data_t 0.015] [optim_t 0.384] [lr 0.000486] [CE 3.960 (3.960)] [KD 2.131 (2.169)] +2024-10-19 22:11:25,414 - Train: 74.37% [930350/1251000] [743.7/1000.0] [batch_t 0.369 (0.430)] [data_t 0.015] [optim_t 0.354] [lr 0.000486] [CE 3.568 (3.980)] [KD 1.857 (2.153)] +2024-10-19 22:11:47,084 - Train: 74.37% [930400/1251000] [743.7/1000.0] [batch_t 0.495 (0.433)] [data_t 0.015] [optim_t 0.479] [lr 0.000486] [CE 3.729 (3.955)] [KD 1.985 (2.159)] +2024-10-19 22:12:08,475 - Train: 74.38% [930450/1251000] [743.8/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.000486] [CE 4.121 (3.973)] [KD 2.248 (2.182)] +2024-10-19 22:12:30,684 - Train: 74.38% [930500/1251000] [743.8/1000.0] [batch_t 0.503 (0.444)] [data_t 0.015] [optim_t 0.488] [lr 0.000486] [CE 3.770 (3.878)] [KD 2.089 (2.118)] +2024-10-19 22:12:52,808 - Train: 74.38% [930550/1251000] [743.8/1000.0] [batch_t 0.361 (0.442)] [data_t 0.015] [optim_t 0.346] [lr 0.000485] [CE 3.976 (3.927)] [KD 2.213 (2.142)] +2024-10-19 22:13:14,620 - Train: 74.39% [930600/1251000] [743.9/1000.0] [batch_t 0.512 (0.436)] [data_t 0.015] [optim_t 0.497] [lr 0.000485] [CE 3.878 (3.901)] [KD 2.045 (2.138)] +2024-10-19 22:13:36,436 - Train: 74.39% [930650/1251000] [743.9/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.346] [lr 0.000485] [CE 3.946 (3.957)] [KD 2.168 (2.147)] +2024-10-19 22:13:58,334 - Train: 74.40% [930700/1251000] [744.0/1000.0] [batch_t 0.425 (0.438)] [data_t 0.016] [optim_t 0.410] [lr 0.000485] [CE 3.649 (3.949)] [KD 1.830 (2.155)] +2024-10-19 22:14:37,842 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40502] [top5_cnt 47767] [top_all 50000] +2024-10-19 22:14:37,842 - net: 81.004 (95.534) +2024-10-19 22:14:59,519 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41312] [top5_cnt 48132] [top_all 50000] +2024-10-19 22:14:59,519 - net_E: 82.624 (96.264) +2024-10-19 22:14:59,705 - Max [top1: 81.004 (epoch: 744)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 22:14:59,705 - ==> Total time: 4 days, 22:33:08 Eta: 1 day, 16:47:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 22:15:10,752 - Train: 74.40% [930750/1251000] [744.0/1000.0] [batch_t 0.359 (0.668)] [data_t 0.016] [optim_t 0.343] [lr 0.000485] [CE 4.002 (3.917)] [KD 2.141 (2.136)] +2024-10-19 22:15:29,148 - Train: 74.40% [930800/1251000] [744.0/1000.0] [batch_t 0.361 (0.368)] [data_t 0.015] [optim_t 0.346] [lr 0.000485] [CE 3.808 (3.979)] [KD 1.966 (2.162)] +2024-10-19 22:15:49,859 - Train: 74.41% [930850/1251000] [744.1/1000.0] [batch_t 0.440 (0.414)] [data_t 0.015] [optim_t 0.424] [lr 0.000485] [CE 3.931 (3.878)] [KD 1.938 (2.112)] +2024-10-19 22:16:11,299 - Train: 74.41% [930900/1251000] [744.1/1000.0] [batch_t 0.440 (0.429)] [data_t 0.015] [optim_t 0.425] [lr 0.000485] [CE 3.540 (3.955)] [KD 1.922 (2.148)] +2024-10-19 22:16:32,907 - Train: 74.42% [930950/1251000] [744.2/1000.0] [batch_t 0.440 (0.432)] [data_t 0.016] [optim_t 0.425] [lr 0.000484] [CE 3.822 (3.907)] [KD 1.977 (2.122)] +2024-10-19 22:16:54,048 - Train: 74.42% [931000/1251000] [744.2/1000.0] [batch_t 0.475 (0.423)] [data_t 0.015] [optim_t 0.460] [lr 0.000484] [CE 3.980 (3.962)] [KD 2.169 (2.170)] +2024-10-19 22:17:14,577 - Train: 74.42% [931050/1251000] [744.2/1000.0] [batch_t 0.391 (0.410)] [data_t 0.015] [optim_t 0.376] [lr 0.000484] [CE 4.271 (3.890)] [KD 2.447 (2.136)] +2024-10-19 22:17:35,040 - Train: 74.43% [931100/1251000] [744.3/1000.0] [batch_t 0.363 (0.409)] [data_t 0.015] [optim_t 0.347] [lr 0.000484] [CE 3.763 (3.908)] [KD 2.132 (2.162)] +2024-10-19 22:17:55,842 - Train: 74.43% [931150/1251000] [744.3/1000.0] [batch_t 0.384 (0.416)] [data_t 0.016] [optim_t 0.369] [lr 0.000484] [CE 3.739 (3.957)] [KD 1.976 (2.180)] +2024-10-19 22:18:17,075 - Train: 74.44% [931200/1251000] [744.4/1000.0] [batch_t 0.439 (0.425)] [data_t 0.015] [optim_t 0.423] [lr 0.000484] [CE 3.478 (3.987)] [KD 1.902 (2.181)] +2024-10-19 22:18:38,236 - Train: 74.44% [931250/1251000] [744.4/1000.0] [batch_t 0.381 (0.423)] [data_t 0.015] [optim_t 0.366] [lr 0.000484] [CE 3.858 (3.922)] [KD 2.083 (2.136)] +2024-10-19 22:18:59,302 - Train: 74.44% [931300/1251000] [744.4/1000.0] [batch_t 0.491 (0.421)] [data_t 0.015] [optim_t 0.476] [lr 0.000483] [CE 4.408 (3.911)] [KD 2.324 (2.134)] +2024-10-19 22:19:20,220 - Train: 74.45% [931350/1251000] [744.5/1000.0] [batch_t 0.420 (0.418)] [data_t 0.016] [optim_t 0.405] [lr 0.000483] [CE 4.275 (3.911)] [KD 2.163 (2.146)] +2024-10-19 22:19:41,452 - Train: 74.45% [931400/1251000] [744.5/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.344] [lr 0.000483] [CE 3.769 (3.898)] [KD 2.244 (2.141)] +2024-10-19 22:20:02,370 - Train: 74.46% [931450/1251000] [744.6/1000.0] [batch_t 0.448 (0.418)] [data_t 0.015] [optim_t 0.432] [lr 0.000483] [CE 3.968 (3.907)] [KD 2.273 (2.128)] +2024-10-19 22:20:23,278 - Train: 74.46% [931500/1251000] [744.6/1000.0] [batch_t 0.456 (0.418)] [data_t 0.015] [optim_t 0.440] [lr 0.000483] [CE 4.231 (4.012)] [KD 2.286 (2.197)] +2024-10-19 22:20:44,096 - Train: 74.46% [931550/1251000] [744.6/1000.0] [batch_t 0.427 (0.416)] [data_t 0.015] [optim_t 0.411] [lr 0.000483] [CE 3.099 (3.904)] [KD 1.805 (2.141)] +2024-10-19 22:21:04,745 - Train: 74.47% [931600/1251000] [744.7/1000.0] [batch_t 0.459 (0.413)] [data_t 0.015] [optim_t 0.444] [lr 0.000483] [CE 3.639 (3.872)] [KD 2.104 (2.114)] +2024-10-19 22:21:25,692 - Train: 74.47% [931650/1251000] [744.7/1000.0] [batch_t 0.453 (0.419)] [data_t 0.015] [optim_t 0.438] [lr 0.000482] [CE 3.761 (3.981)] [KD 2.085 (2.181)] +2024-10-19 22:21:46,591 - Train: 74.48% [931700/1251000] [744.8/1000.0] [batch_t 0.410 (0.418)] [data_t 0.015] [optim_t 0.395] [lr 0.000482] [CE 3.777 (3.977)] [KD 2.193 (2.205)] +2024-10-19 22:22:07,630 - Train: 74.48% [931750/1251000] [744.8/1000.0] [batch_t 0.364 (0.421)] [data_t 0.015] [optim_t 0.349] [lr 0.000482] [CE 3.892 (3.917)] [KD 2.154 (2.157)] +2024-10-19 22:22:28,542 - Train: 74.48% [931800/1251000] [744.8/1000.0] [batch_t 0.367 (0.418)] [data_t 0.015] [optim_t 0.351] [lr 0.000482] [CE 4.080 (3.887)] [KD 2.314 (2.149)] +2024-10-19 22:22:49,831 - Train: 74.49% [931850/1251000] [744.9/1000.0] [batch_t 0.401 (0.426)] [data_t 0.015] [optim_t 0.386] [lr 0.000482] [CE 3.525 (3.926)] [KD 1.867 (2.149)] +2024-10-19 22:23:11,007 - Train: 74.49% [931900/1251000] [744.9/1000.0] [batch_t 0.404 (0.423)] [data_t 0.015] [optim_t 0.388] [lr 0.000482] [CE 3.715 (3.940)] [KD 2.038 (2.155)] +2024-10-19 22:23:32,260 - Train: 74.50% [931950/1251000] [745.0/1000.0] [batch_t 0.424 (0.425)] [data_t 0.015] [optim_t 0.409] [lr 0.000482] [CE 3.846 (3.973)] [KD 2.007 (2.167)] +2024-10-19 22:24:12,864 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.448)] [top1_cnt 40427] [top5_cnt 47738] [top_all 50000] +2024-10-19 22:24:12,864 - net: 80.854 (95.476) +2024-10-19 22:24:34,480 - Test (net_E): 100.00% [50/50] [batch_t 0.141 (0.426)] [top1_cnt 41304] [top5_cnt 48133] [top_all 50000] +2024-10-19 22:24:34,481 - net_E: 82.608 (96.266) +2024-10-19 22:24:34,647 - Max [top1: 81.004 (epoch: 744)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 22:24:34,647 - ==> Total time: 4 days, 22:42:43 Eta: 1 day, 16:37:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 22:24:42,356 - Train: 74.50% [932000/1251000] [745.0/1000.0] [batch_t 0.362 (1.224)] [data_t 0.015] [optim_t 0.347] [lr 0.000482] [CE 3.636 (4.012)] [KD 1.971 (2.195)] +2024-10-19 22:25:02,526 - Train: 74.50% [932050/1251000] [745.0/1000.0] [batch_t 0.361 (0.403)] [data_t 0.016] [optim_t 0.345] [lr 0.000481] [CE 3.329 (3.957)] [KD 1.845 (2.139)] +2024-10-19 22:25:23,498 - Train: 74.51% [932100/1251000] [745.1/1000.0] [batch_t 0.365 (0.419)] [data_t 0.016] [optim_t 0.350] [lr 0.000481] [CE 3.505 (3.904)] [KD 1.996 (2.120)] +2024-10-19 22:25:44,495 - Train: 74.51% [932150/1251000] [745.1/1000.0] [batch_t 0.431 (0.420)] [data_t 0.015] [optim_t 0.416] [lr 0.000481] [CE 3.886 (3.923)] [KD 2.091 (2.135)] +2024-10-19 22:26:05,009 - Train: 74.52% [932200/1251000] [745.2/1000.0] [batch_t 0.422 (0.410)] [data_t 0.015] [optim_t 0.406] [lr 0.000481] [CE 4.243 (3.918)] [KD 2.374 (2.126)] +2024-10-19 22:26:25,020 - Train: 74.52% [932250/1251000] [745.2/1000.0] [batch_t 0.431 (0.400)] [data_t 0.015] [optim_t 0.416] [lr 0.000481] [CE 3.239 (3.942)] [KD 1.780 (2.142)] +2024-10-19 22:26:45,583 - Train: 74.52% [932300/1251000] [745.2/1000.0] [batch_t 0.402 (0.411)] [data_t 0.015] [optim_t 0.386] [lr 0.000481] [CE 3.705 (3.885)] [KD 2.031 (2.127)] +2024-10-19 22:27:05,871 - Train: 74.53% [932350/1251000] [745.3/1000.0] [batch_t 0.564 (0.406)] [data_t 0.016] [optim_t 0.549] [lr 0.000481] [CE 4.002 (3.916)] [KD 2.319 (2.133)] +2024-10-19 22:27:27,380 - Train: 74.53% [932400/1251000] [745.3/1000.0] [batch_t 0.399 (0.430)] [data_t 0.015] [optim_t 0.383] [lr 0.000480] [CE 4.084 (3.873)] [KD 2.135 (2.120)] +2024-10-19 22:27:48,641 - Train: 74.54% [932450/1251000] [745.4/1000.0] [batch_t 0.448 (0.425)] [data_t 0.015] [optim_t 0.433] [lr 0.000480] [CE 3.919 (3.921)] [KD 2.170 (2.162)] +2024-10-19 22:28:10,001 - Train: 74.54% [932500/1251000] [745.4/1000.0] [batch_t 0.377 (0.427)] [data_t 0.015] [optim_t 0.361] [lr 0.000480] [CE 4.360 (3.952)] [KD 2.296 (2.153)] +2024-10-19 22:28:31,013 - Train: 74.54% [932550/1251000] [745.4/1000.0] [batch_t 0.431 (0.420)] [data_t 0.015] [optim_t 0.416] [lr 0.000480] [CE 4.286 (3.944)] [KD 2.366 (2.156)] +2024-10-19 22:28:52,663 - Train: 74.55% [932600/1251000] [745.5/1000.0] [batch_t 0.436 (0.433)] [data_t 0.077] [optim_t 0.359] [lr 0.000480] [CE 3.862 (3.935)] [KD 2.092 (2.144)] +2024-10-19 22:29:14,328 - Train: 74.55% [932650/1251000] [745.5/1000.0] [batch_t 0.401 (0.433)] [data_t 0.061] [optim_t 0.340] [lr 0.000480] [CE 3.347 (3.844)] [KD 1.867 (2.110)] +2024-10-19 22:29:35,986 - Train: 74.56% [932700/1251000] [745.6/1000.0] [batch_t 0.451 (0.433)] [data_t 0.090] [optim_t 0.362] [lr 0.000480] [CE 3.910 (3.979)] [KD 2.245 (2.165)] +2024-10-19 22:29:57,372 - Train: 74.56% [932750/1251000] [745.6/1000.0] [batch_t 0.478 (0.428)] [data_t 0.138] [optim_t 0.340] [lr 0.000480] [CE 3.805 (3.890)] [KD 2.075 (2.106)] +2024-10-19 22:30:18,485 - Train: 74.56% [932800/1251000] [745.6/1000.0] [batch_t 0.503 (0.422)] [data_t 0.159] [optim_t 0.344] [lr 0.000479] [CE 4.033 (3.917)] [KD 2.097 (2.131)] +2024-10-19 22:30:39,344 - Train: 74.57% [932850/1251000] [745.7/1000.0] [batch_t 0.423 (0.417)] [data_t 0.081] [optim_t 0.343] [lr 0.000479] [CE 3.845 (3.926)] [KD 2.204 (2.147)] +2024-10-19 22:31:01,102 - Train: 74.57% [932900/1251000] [745.7/1000.0] [batch_t 0.451 (0.435)] [data_t 0.111] [optim_t 0.340] [lr 0.000479] [CE 4.042 (3.924)] [KD 2.298 (2.155)] +2024-10-19 22:31:22,627 - Train: 74.58% [932950/1251000] [745.8/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.344] [lr 0.000479] [CE 4.189 (3.891)] [KD 2.224 (2.129)] +2024-10-19 22:31:43,672 - Train: 74.58% [933000/1251000] [745.8/1000.0] [batch_t 0.415 (0.421)] [data_t 0.073] [optim_t 0.342] [lr 0.000479] [CE 3.870 (3.966)] [KD 2.059 (2.157)] +2024-10-19 22:32:05,051 - Train: 74.58% [933050/1251000] [745.8/1000.0] [batch_t 0.366 (0.427)] [data_t 0.016] [optim_t 0.350] [lr 0.000479] [CE 4.050 (3.916)] [KD 2.061 (2.140)] +2024-10-19 22:32:26,683 - Train: 74.59% [933100/1251000] [745.9/1000.0] [batch_t 0.418 (0.432)] [data_t 0.016] [optim_t 0.402] [lr 0.000479] [CE 3.786 (3.935)] [KD 2.014 (2.165)] +2024-10-19 22:32:48,439 - Train: 74.59% [933150/1251000] [745.9/1000.0] [batch_t 0.366 (0.435)] [data_t 0.016] [optim_t 0.351] [lr 0.000478] [CE 3.814 (3.959)] [KD 2.079 (2.171)] +2024-10-19 22:33:10,300 - Train: 74.60% [933200/1251000] [746.0/1000.0] [batch_t 0.449 (0.437)] [data_t 0.016] [optim_t 0.434] [lr 0.000478] [CE 3.846 (3.908)] [KD 2.077 (2.157)] +2024-10-19 22:33:51,066 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 40468] [top5_cnt 47827] [top_all 50000] +2024-10-19 22:33:51,067 - net: 80.936 (95.654) +2024-10-19 22:34:12,389 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41254] [top5_cnt 48136] [top_all 50000] +2024-10-19 22:34:12,389 - net_E: 82.508 (96.272) +2024-10-19 22:34:12,562 - Max [top1: 81.004 (epoch: 744)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 22:34:12,563 - ==> Total time: 4 days, 22:52:21 Eta: 1 day, 16:28:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 22:34:20,276 - Train: 74.60% [933250/1251000] [746.0/1000.0] [batch_t 0.581 (1.519)] [data_t 0.015] [optim_t 0.565] [lr 0.000478] [CE 3.582 (3.981)] [KD 1.878 (2.096)] +2024-10-19 22:34:40,080 - Train: 74.60% [933300/1251000] [746.0/1000.0] [batch_t 0.410 (0.396)] [data_t 0.065] [optim_t 0.345] [lr 0.000478] [CE 3.667 (3.912)] [KD 2.150 (2.105)] +2024-10-19 22:35:01,577 - Train: 74.61% [933350/1251000] [746.1/1000.0] [batch_t 0.422 (0.430)] [data_t 0.015] [optim_t 0.407] [lr 0.000478] [CE 4.162 (3.944)] [KD 2.352 (2.129)] +2024-10-19 22:35:23,809 - Train: 74.61% [933400/1251000] [746.1/1000.0] [batch_t 0.548 (0.445)] [data_t 0.016] [optim_t 0.533] [lr 0.000478] [CE 4.143 (3.918)] [KD 2.178 (2.129)] +2024-10-19 22:35:45,301 - Train: 74.62% [933450/1251000] [746.2/1000.0] [batch_t 0.422 (0.430)] [data_t 0.016] [optim_t 0.406] [lr 0.000478] [CE 3.730 (3.885)] [KD 2.008 (2.118)] +2024-10-19 22:36:07,458 - Train: 74.62% [933500/1251000] [746.2/1000.0] [batch_t 0.468 (0.443)] [data_t 0.015] [optim_t 0.453] [lr 0.000478] [CE 3.754 (3.931)] [KD 2.007 (2.120)] +2024-10-19 22:36:29,669 - Train: 74.62% [933550/1251000] [746.2/1000.0] [batch_t 0.433 (0.444)] [data_t 0.015] [optim_t 0.418] [lr 0.000477] [CE 4.354 (3.890)] [KD 2.294 (2.107)] +2024-10-19 22:36:51,776 - Train: 74.63% [933600/1251000] [746.3/1000.0] [batch_t 0.383 (0.442)] [data_t 0.015] [optim_t 0.368] [lr 0.000477] [CE 3.800 (3.943)] [KD 2.151 (2.141)] +2024-10-19 22:37:13,648 - Train: 74.63% [933650/1251000] [746.3/1000.0] [batch_t 0.365 (0.437)] [data_t 0.016] [optim_t 0.350] [lr 0.000477] [CE 3.384 (3.927)] [KD 1.842 (2.130)] +2024-10-19 22:37:35,583 - Train: 74.64% [933700/1251000] [746.4/1000.0] [batch_t 0.429 (0.439)] [data_t 0.016] [optim_t 0.413] [lr 0.000477] [CE 4.049 (3.928)] [KD 2.220 (2.125)] +2024-10-19 22:37:55,998 - Train: 74.64% [933750/1251000] [746.4/1000.0] [batch_t 0.365 (0.408)] [data_t 0.015] [optim_t 0.349] [lr 0.000477] [CE 3.854 (3.838)] [KD 2.205 (2.113)] +2024-10-19 22:38:18,184 - Train: 74.64% [933800/1251000] [746.4/1000.0] [batch_t 0.364 (0.444)] [data_t 0.016] [optim_t 0.348] [lr 0.000477] [CE 4.314 (3.855)] [KD 2.379 (2.117)] +2024-10-19 22:38:39,137 - Train: 74.65% [933850/1251000] [746.5/1000.0] [batch_t 0.401 (0.419)] [data_t 0.016] [optim_t 0.386] [lr 0.000477] [CE 4.088 (3.939)] [KD 2.289 (2.142)] +2024-10-19 22:39:00,666 - Train: 74.65% [933900/1251000] [746.5/1000.0] [batch_t 0.404 (0.430)] [data_t 0.060] [optim_t 0.344] [lr 0.000476] [CE 3.753 (3.877)] [KD 2.027 (2.127)] +2024-10-19 22:39:22,195 - Train: 74.66% [933950/1251000] [746.6/1000.0] [batch_t 0.421 (0.430)] [data_t 0.077] [optim_t 0.344] [lr 0.000476] [CE 3.757 (3.931)] [KD 2.105 (2.131)] +2024-10-19 22:39:43,761 - Train: 74.66% [934000/1251000] [746.6/1000.0] [batch_t 0.426 (0.431)] [data_t 0.078] [optim_t 0.348] [lr 0.000476] [CE 4.015 (3.895)] [KD 2.058 (2.118)] +2024-10-19 22:40:05,094 - Train: 74.66% [934050/1251000] [746.6/1000.0] [batch_t 0.508 (0.427)] [data_t 0.164] [optim_t 0.344] [lr 0.000476] [CE 3.380 (3.922)] [KD 1.909 (2.138)] +2024-10-19 22:40:26,722 - Train: 74.67% [934100/1251000] [746.7/1000.0] [batch_t 0.445 (0.432)] [data_t 0.098] [optim_t 0.347] [lr 0.000476] [CE 3.943 (3.942)] [KD 2.123 (2.169)] +2024-10-19 22:40:48,107 - Train: 74.67% [934150/1251000] [746.7/1000.0] [batch_t 0.419 (0.428)] [data_t 0.075] [optim_t 0.344] [lr 0.000476] [CE 3.916 (3.968)] [KD 2.324 (2.191)] +2024-10-19 22:41:09,624 - Train: 74.68% [934200/1251000] [746.8/1000.0] [batch_t 0.450 (0.430)] [data_t 0.099] [optim_t 0.352] [lr 0.000476] [CE 3.905 (4.015)] [KD 2.179 (2.189)] +2024-10-19 22:41:30,965 - Train: 74.68% [934250/1251000] [746.8/1000.0] [batch_t 0.436 (0.427)] [data_t 0.092] [optim_t 0.344] [lr 0.000476] [CE 3.443 (3.973)] [KD 1.923 (2.167)] +2024-10-19 22:41:52,342 - Train: 74.68% [934300/1251000] [746.8/1000.0] [batch_t 0.368 (0.427)] [data_t 0.015] [optim_t 0.352] [lr 0.000475] [CE 4.084 (3.960)] [KD 2.158 (2.164)] +2024-10-19 22:42:13,571 - Train: 74.69% [934350/1251000] [746.9/1000.0] [batch_t 0.368 (0.424)] [data_t 0.024] [optim_t 0.344] [lr 0.000475] [CE 4.084 (3.949)] [KD 2.367 (2.151)] +2024-10-19 22:42:35,341 - Train: 74.69% [934400/1251000] [746.9/1000.0] [batch_t 0.454 (0.435)] [data_t 0.108] [optim_t 0.346] [lr 0.000475] [CE 4.024 (3.920)] [KD 2.326 (2.119)] +2024-10-19 22:42:56,525 - Train: 74.70% [934450/1251000] [747.0/1000.0] [batch_t 0.396 (0.424)] [data_t 0.050] [optim_t 0.346] [lr 0.000475] [CE 3.587 (3.909)] [KD 1.969 (2.111)] +2024-10-19 22:43:37,863 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 40393] [top5_cnt 47796] [top_all 50000] +2024-10-19 22:43:37,864 - net: 80.786 (95.592) +2024-10-19 22:44:00,840 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.451)] [top1_cnt 41267] [top5_cnt 48134] [top_all 50000] +2024-10-19 22:44:00,841 - net_E: 82.534 (96.268) +2024-10-19 22:44:01,053 - Max [top1: 81.004 (epoch: 744)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 22:44:01,054 - ==> Total time: 4 days, 23:02:09 Eta: 1 day, 16:18:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 22:44:09,215 - Train: 74.70% [934500/1251000] [747.0/1000.0] [batch_t 0.367 (2.148)] [data_t 0.016] [optim_t 0.351] [lr 0.000475] [CE 3.822 (3.816)] [KD 2.069 (2.123)] +2024-10-19 22:44:29,063 - Train: 74.70% [934550/1251000] [747.0/1000.0] [batch_t 0.598 (0.397)] [data_t 0.016] [optim_t 0.582] [lr 0.000475] [CE 4.075 (3.902)] [KD 2.249 (2.141)] +2024-10-19 22:44:51,442 - Train: 74.71% [934600/1251000] [747.1/1000.0] [batch_t 0.784 (0.447)] [data_t 0.015] [optim_t 0.768] [lr 0.000475] [CE 3.981 (3.912)] [KD 2.087 (2.110)] +2024-10-19 22:45:12,875 - Train: 74.71% [934650/1251000] [747.1/1000.0] [batch_t 0.397 (0.429)] [data_t 0.015] [optim_t 0.382] [lr 0.000474] [CE 4.054 (3.870)] [KD 2.212 (2.116)] +2024-10-19 22:45:35,196 - Train: 74.72% [934700/1251000] [747.2/1000.0] [batch_t 0.399 (0.446)] [data_t 0.015] [optim_t 0.384] [lr 0.000474] [CE 4.137 (3.914)] [KD 2.253 (2.126)] +2024-10-19 22:45:57,896 - Train: 74.72% [934750/1251000] [747.2/1000.0] [batch_t 0.543 (0.454)] [data_t 0.015] [optim_t 0.527] [lr 0.000474] [CE 4.106 (3.923)] [KD 2.302 (2.130)] +2024-10-19 22:46:20,578 - Train: 74.72% [934800/1251000] [747.2/1000.0] [batch_t 0.422 (0.454)] [data_t 0.015] [optim_t 0.406] [lr 0.000474] [CE 4.078 (3.926)] [KD 2.110 (2.126)] +2024-10-19 22:46:42,873 - Train: 74.73% [934850/1251000] [747.3/1000.0] [batch_t 0.495 (0.446)] [data_t 0.015] [optim_t 0.479] [lr 0.000474] [CE 4.005 (3.880)] [KD 2.349 (2.117)] +2024-10-19 22:47:05,054 - Train: 74.73% [934900/1251000] [747.3/1000.0] [batch_t 0.466 (0.443)] [data_t 0.015] [optim_t 0.450] [lr 0.000474] [CE 4.203 (3.933)] [KD 2.159 (2.153)] +2024-10-19 22:47:27,467 - Train: 74.74% [934950/1251000] [747.4/1000.0] [batch_t 0.378 (0.448)] [data_t 0.015] [optim_t 0.362] [lr 0.000474] [CE 3.792 (3.938)] [KD 1.985 (2.132)] +2024-10-19 22:47:49,692 - Train: 74.74% [935000/1251000] [747.4/1000.0] [batch_t 0.364 (0.444)] [data_t 0.015] [optim_t 0.349] [lr 0.000474] [CE 3.666 (3.901)] [KD 1.929 (2.108)] +2024-10-19 22:48:12,168 - Train: 74.74% [935050/1251000] [747.4/1000.0] [batch_t 0.491 (0.449)] [data_t 0.015] [optim_t 0.475] [lr 0.000473] [CE 3.962 (3.914)] [KD 2.060 (2.133)] +2024-10-19 22:48:34,370 - Train: 74.75% [935100/1251000] [747.5/1000.0] [batch_t 0.445 (0.444)] [data_t 0.015] [optim_t 0.430] [lr 0.000473] [CE 4.063 (3.919)] [KD 2.207 (2.144)] +2024-10-19 22:48:56,303 - Train: 74.75% [935150/1251000] [747.5/1000.0] [batch_t 0.453 (0.439)] [data_t 0.015] [optim_t 0.438] [lr 0.000473] [CE 3.993 (3.918)] [KD 2.199 (2.118)] +2024-10-19 22:49:18,113 - Train: 74.76% [935200/1251000] [747.6/1000.0] [batch_t 0.442 (0.436)] [data_t 0.015] [optim_t 0.426] [lr 0.000473] [CE 4.427 (3.883)] [KD 2.272 (2.102)] +2024-10-19 22:49:39,830 - Train: 74.76% [935250/1251000] [747.6/1000.0] [batch_t 0.472 (0.434)] [data_t 0.015] [optim_t 0.457] [lr 0.000473] [CE 4.142 (3.892)] [KD 2.163 (2.109)] +2024-10-19 22:50:01,434 - Train: 74.76% [935300/1251000] [747.6/1000.0] [batch_t 0.465 (0.432)] [data_t 0.015] [optim_t 0.450] [lr 0.000473] [CE 3.914 (3.888)] [KD 2.057 (2.150)] +2024-10-19 22:50:23,203 - Train: 74.77% [935350/1251000] [747.7/1000.0] [batch_t 0.361 (0.435)] [data_t 0.015] [optim_t 0.345] [lr 0.000473] [CE 3.539 (3.925)] [KD 2.069 (2.139)] +2024-10-19 22:50:45,226 - Train: 74.77% [935400/1251000] [747.7/1000.0] [batch_t 0.442 (0.440)] [data_t 0.015] [optim_t 0.427] [lr 0.000472] [CE 4.221 (4.002)] [KD 2.325 (2.184)] +2024-10-19 22:51:07,329 - Train: 74.78% [935450/1251000] [747.8/1000.0] [batch_t 0.403 (0.442)] [data_t 0.015] [optim_t 0.388] [lr 0.000472] [CE 3.865 (3.907)] [KD 2.098 (2.133)] +2024-10-19 22:51:29,700 - Train: 74.78% [935500/1251000] [747.8/1000.0] [batch_t 0.429 (0.447)] [data_t 0.016] [optim_t 0.414] [lr 0.000472] [CE 3.834 (3.914)] [KD 2.103 (2.110)] +2024-10-19 22:51:51,774 - Train: 74.78% [935550/1251000] [747.8/1000.0] [batch_t 0.374 (0.441)] [data_t 0.016] [optim_t 0.359] [lr 0.000472] [CE 4.092 (3.911)] [KD 2.226 (2.121)] +2024-10-19 22:52:13,814 - Train: 74.79% [935600/1251000] [747.9/1000.0] [batch_t 0.418 (0.441)] [data_t 0.016] [optim_t 0.402] [lr 0.000472] [CE 3.901 (3.888)] [KD 2.083 (2.113)] +2024-10-19 22:52:35,616 - Train: 74.79% [935650/1251000] [747.9/1000.0] [batch_t 0.490 (0.436)] [data_t 0.015] [optim_t 0.475] [lr 0.000472] [CE 4.611 (3.901)] [KD 2.467 (2.093)] +2024-10-19 22:52:57,025 - Train: 74.80% [935700/1251000] [748.0/1000.0] [batch_t 0.360 (0.428)] [data_t 0.016] [optim_t 0.345] [lr 0.000472] [CE 3.913 (3.905)] [KD 2.073 (2.123)] +2024-10-19 22:53:37,842 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 40510] [top5_cnt 47808] [top_all 50000] +2024-10-19 22:53:37,842 - net: 81.020 (95.616) +2024-10-19 22:53:59,493 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.424)] [top1_cnt 41304] [top5_cnt 48130] [top_all 50000] +2024-10-19 22:53:59,493 - net_E: 82.608 (96.260) +2024-10-19 22:53:59,654 - Max [top1: 81.020 (epoch: 748)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 22:53:59,654 - ==> Total time: 4 days, 23:12:08 Eta: 1 day, 16:09:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 22:54:10,696 - Train: 74.80% [935750/1251000] [748.0/1000.0] [batch_t 0.361 (1.174)] [data_t 0.015] [optim_t 0.345] [lr 0.000472] [CE 3.624 (3.819)] [KD 1.987 (2.164)] +2024-10-19 22:54:30,337 - Train: 74.80% [935800/1251000] [748.0/1000.0] [batch_t 0.516 (0.393)] [data_t 0.064] [optim_t 0.451] [lr 0.000471] [CE 3.465 (3.972)] [KD 1.877 (2.139)] +2024-10-19 22:54:51,613 - Train: 74.81% [935850/1251000] [748.1/1000.0] [batch_t 0.480 (0.425)] [data_t 0.136] [optim_t 0.344] [lr 0.000471] [CE 4.133 (3.882)] [KD 2.049 (2.100)] +2024-10-19 22:55:12,964 - Train: 74.81% [935900/1251000] [748.1/1000.0] [batch_t 0.414 (0.427)] [data_t 0.071] [optim_t 0.342] [lr 0.000471] [CE 3.995 (3.936)] [KD 2.053 (2.113)] +2024-10-19 22:55:34,367 - Train: 74.82% [935950/1251000] [748.2/1000.0] [batch_t 0.402 (0.428)] [data_t 0.058] [optim_t 0.344] [lr 0.000471] [CE 4.367 (3.995)] [KD 2.491 (2.148)] +2024-10-19 22:55:55,456 - Train: 74.82% [936000/1251000] [748.2/1000.0] [batch_t 0.412 (0.422)] [data_t 0.069] [optim_t 0.343] [lr 0.000471] [CE 3.475 (3.943)] [KD 1.874 (2.130)] +2024-10-19 22:56:16,911 - Train: 74.82% [936050/1251000] [748.2/1000.0] [batch_t 0.453 (0.429)] [data_t 0.106] [optim_t 0.347] [lr 0.000471] [CE 4.115 (3.880)] [KD 2.183 (2.092)] +2024-10-19 22:56:38,213 - Train: 74.83% [936100/1251000] [748.3/1000.0] [batch_t 0.489 (0.426)] [data_t 0.143] [optim_t 0.345] [lr 0.000471] [CE 3.997 (3.976)] [KD 2.208 (2.149)] +2024-10-19 22:56:59,405 - Train: 74.83% [936150/1251000] [748.3/1000.0] [batch_t 0.414 (0.424)] [data_t 0.069] [optim_t 0.345] [lr 0.000471] [CE 3.934 (3.897)] [KD 2.067 (2.126)] +2024-10-19 22:57:20,585 - Train: 74.84% [936200/1251000] [748.4/1000.0] [batch_t 0.463 (0.423)] [data_t 0.116] [optim_t 0.346] [lr 0.000470] [CE 3.708 (3.910)] [KD 1.990 (2.120)] +2024-10-19 22:57:41,432 - Train: 74.84% [936250/1251000] [748.4/1000.0] [batch_t 0.469 (0.417)] [data_t 0.124] [optim_t 0.345] [lr 0.000470] [CE 4.276 (3.918)] [KD 2.455 (2.140)] +2024-10-19 22:58:02,712 - Train: 74.84% [936300/1251000] [748.4/1000.0] [batch_t 0.415 (0.425)] [data_t 0.071] [optim_t 0.343] [lr 0.000470] [CE 4.004 (3.875)] [KD 2.216 (2.111)] +2024-10-19 22:58:24,191 - Train: 74.85% [936350/1251000] [748.5/1000.0] [batch_t 0.489 (0.429)] [data_t 0.144] [optim_t 0.345] [lr 0.000470] [CE 4.081 (3.897)] [KD 2.201 (2.111)] +2024-10-19 22:58:45,647 - Train: 74.85% [936400/1251000] [748.5/1000.0] [batch_t 0.407 (0.429)] [data_t 0.062] [optim_t 0.345] [lr 0.000470] [CE 4.157 (3.942)] [KD 2.323 (2.164)] +2024-10-19 22:59:07,062 - Train: 74.86% [936450/1251000] [748.6/1000.0] [batch_t 0.419 (0.428)] [data_t 0.075] [optim_t 0.344] [lr 0.000470] [CE 4.143 (3.927)] [KD 2.380 (2.140)] +2024-10-19 22:59:28,718 - Train: 74.86% [936500/1251000] [748.6/1000.0] [batch_t 0.485 (0.433)] [data_t 0.139] [optim_t 0.347] [lr 0.000470] [CE 4.318 (3.941)] [KD 2.263 (2.135)] +2024-10-19 22:59:50,002 - Train: 74.86% [936550/1251000] [748.6/1000.0] [batch_t 0.430 (0.426)] [data_t 0.070] [optim_t 0.360] [lr 0.000469] [CE 3.783 (3.900)] [KD 2.226 (2.108)] +2024-10-19 23:00:11,147 - Train: 74.87% [936600/1251000] [748.7/1000.0] [batch_t 0.389 (0.423)] [data_t 0.040] [optim_t 0.349] [lr 0.000469] [CE 3.646 (3.931)] [KD 1.920 (2.128)] +2024-10-19 23:00:32,597 - Train: 74.87% [936650/1251000] [748.7/1000.0] [batch_t 0.374 (0.429)] [data_t 0.029] [optim_t 0.345] [lr 0.000469] [CE 3.958 (3.951)] [KD 2.247 (2.150)] +2024-10-19 23:00:53,875 - Train: 74.88% [936700/1251000] [748.8/1000.0] [batch_t 0.433 (0.425)] [data_t 0.089] [optim_t 0.344] [lr 0.000469] [CE 3.773 (3.912)] [KD 2.166 (2.135)] +2024-10-19 23:01:15,053 - Train: 74.88% [936750/1251000] [748.8/1000.0] [batch_t 0.387 (0.423)] [data_t 0.042] [optim_t 0.345] [lr 0.000469] [CE 4.003 (3.945)] [KD 2.104 (2.142)] +2024-10-19 23:01:36,427 - Train: 74.88% [936800/1251000] [748.8/1000.0] [batch_t 0.383 (0.427)] [data_t 0.038] [optim_t 0.345] [lr 0.000469] [CE 4.215 (3.941)] [KD 2.378 (2.139)] +2024-10-19 23:01:57,531 - Train: 74.89% [936850/1251000] [748.9/1000.0] [batch_t 0.444 (0.422)] [data_t 0.099] [optim_t 0.345] [lr 0.000469] [CE 3.611 (3.871)] [KD 1.939 (2.107)] +2024-10-19 23:02:19,249 - Train: 74.89% [936900/1251000] [748.9/1000.0] [batch_t 0.446 (0.434)] [data_t 0.100] [optim_t 0.346] [lr 0.000469] [CE 3.560 (3.912)] [KD 1.898 (2.113)] +2024-10-19 23:02:40,705 - Train: 74.90% [936950/1251000] [749.0/1000.0] [batch_t 0.505 (0.429)] [data_t 0.161] [optim_t 0.344] [lr 0.000468] [CE 3.976 (3.901)] [KD 2.236 (2.116)] +2024-10-19 23:03:22,717 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 40462] [top5_cnt 47770] [top_all 50000] +2024-10-19 23:03:22,717 - net: 80.924 (95.540) +2024-10-19 23:03:44,377 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41287] [top5_cnt 48142] [top_all 50000] +2024-10-19 23:03:44,377 - net_E: 82.574 (96.284) +2024-10-19 23:03:44,566 - Max [top1: 81.020 (epoch: 748)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 23:03:44,566 - ==> Total time: 4 days, 23:21:53 Eta: 1 day, 16:00:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 23:03:51,985 - Train: 74.90% [937000/1251000] [749.0/1000.0] [batch_t 5.350 (5.350)] [data_t 4.973] [optim_t 0.377] [lr 0.000468] [CE 3.282 (3.282)] [KD 1.855 (1.855)] +2024-10-19 23:04:11,704 - Train: 74.90% [937050/1251000] [749.0/1000.0] [batch_t 0.476 (0.394)] [data_t 0.130] [optim_t 0.345] [lr 0.000468] [CE 3.778 (3.880)] [KD 1.993 (2.074)] +2024-10-19 23:04:33,849 - Train: 74.91% [937100/1251000] [749.1/1000.0] [batch_t 0.501 (0.443)] [data_t 0.154] [optim_t 0.347] [lr 0.000468] [CE 3.919 (3.868)] [KD 2.164 (2.080)] +2024-10-19 23:04:55,284 - Train: 74.91% [937150/1251000] [749.1/1000.0] [batch_t 0.367 (0.429)] [data_t 0.016] [optim_t 0.351] [lr 0.000468] [CE 3.759 (3.905)] [KD 2.167 (2.092)] +2024-10-19 23:05:17,317 - Train: 74.92% [937200/1251000] [749.2/1000.0] [batch_t 0.507 (0.441)] [data_t 0.164] [optim_t 0.343] [lr 0.000468] [CE 3.068 (3.859)] [KD 1.859 (2.096)] +2024-10-19 23:05:38,562 - Train: 74.92% [937250/1251000] [749.2/1000.0] [batch_t 0.463 (0.425)] [data_t 0.122] [optim_t 0.341] [lr 0.000468] [CE 4.032 (3.887)] [KD 2.177 (2.099)] +2024-10-19 23:05:59,770 - Train: 74.92% [937300/1251000] [749.2/1000.0] [batch_t 0.412 (0.424)] [data_t 0.068] [optim_t 0.343] [lr 0.000467] [CE 3.503 (3.953)] [KD 1.919 (2.159)] +2024-10-19 23:06:21,182 - Train: 74.93% [937350/1251000] [749.3/1000.0] [batch_t 0.451 (0.428)] [data_t 0.108] [optim_t 0.343] [lr 0.000467] [CE 3.951 (3.896)] [KD 2.021 (2.118)] +2024-10-19 23:06:42,429 - Train: 74.93% [937400/1251000] [749.3/1000.0] [batch_t 0.468 (0.425)] [data_t 0.126] [optim_t 0.342] [lr 0.000467] [CE 3.663 (3.897)] [KD 1.983 (2.111)] +2024-10-19 23:07:03,886 - Train: 74.94% [937450/1251000] [749.4/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.000467] [CE 3.567 (3.877)] [KD 1.941 (2.086)] +2024-10-19 23:07:24,744 - Train: 74.94% [937500/1251000] [749.4/1000.0] [batch_t 0.362 (0.417)] [data_t 0.016] [optim_t 0.346] [lr 0.000467] [CE 4.092 (3.931)] [KD 2.199 (2.105)] +2024-10-19 23:07:46,999 - Train: 74.94% [937550/1251000] [749.4/1000.0] [batch_t 0.486 (0.445)] [data_t 0.015] [optim_t 0.471] [lr 0.000467] [CE 4.413 (3.953)] [KD 2.324 (2.134)] +2024-10-19 23:08:08,272 - Train: 74.95% [937600/1251000] [749.5/1000.0] [batch_t 0.399 (0.425)] [data_t 0.016] [optim_t 0.383] [lr 0.000467] [CE 3.560 (3.886)] [KD 2.121 (2.124)] +2024-10-19 23:08:29,252 - Train: 74.95% [937650/1251000] [749.5/1000.0] [batch_t 0.439 (0.419)] [data_t 0.094] [optim_t 0.346] [lr 0.000467] [CE 3.708 (3.918)] [KD 2.056 (2.145)] +2024-10-19 23:08:51,077 - Train: 74.96% [937700/1251000] [749.6/1000.0] [batch_t 0.444 (0.436)] [data_t 0.097] [optim_t 0.348] [lr 0.000466] [CE 4.007 (3.929)] [KD 2.199 (2.138)] +2024-10-19 23:09:13,041 - Train: 74.96% [937750/1251000] [749.6/1000.0] [batch_t 0.509 (0.439)] [data_t 0.077] [optim_t 0.432] [lr 0.000466] [CE 4.083 (3.916)] [KD 2.115 (2.118)] +2024-10-19 23:09:34,907 - Train: 74.96% [937800/1251000] [749.6/1000.0] [batch_t 0.451 (0.437)] [data_t 0.104] [optim_t 0.346] [lr 0.000466] [CE 3.660 (3.872)] [KD 1.816 (2.087)] +2024-10-19 23:09:56,468 - Train: 74.97% [937850/1251000] [749.7/1000.0] [batch_t 0.457 (0.431)] [data_t 0.111] [optim_t 0.346] [lr 0.000466] [CE 3.682 (3.868)] [KD 2.012 (2.102)] +2024-10-19 23:10:18,230 - Train: 74.97% [937900/1251000] [749.7/1000.0] [batch_t 0.534 (0.435)] [data_t 0.188] [optim_t 0.346] [lr 0.000466] [CE 3.927 (3.862)] [KD 1.987 (2.100)] +2024-10-19 23:10:40,899 - Train: 74.98% [937950/1251000] [749.8/1000.0] [batch_t 0.474 (0.453)] [data_t 0.015] [optim_t 0.459] [lr 0.000466] [CE 2.839 (3.918)] [KD 1.655 (2.111)] +2024-10-19 23:11:03,561 - Train: 74.98% [938000/1251000] [749.8/1000.0] [batch_t 0.473 (0.453)] [data_t 0.016] [optim_t 0.458] [lr 0.000466] [CE 3.593 (3.932)] [KD 2.093 (2.145)] +2024-10-19 23:11:25,465 - Train: 74.98% [938050/1251000] [749.8/1000.0] [batch_t 0.363 (0.438)] [data_t 0.015] [optim_t 0.348] [lr 0.000465] [CE 3.674 (3.910)] [KD 1.995 (2.121)] +2024-10-19 23:11:47,280 - Train: 74.99% [938100/1251000] [749.9/1000.0] [batch_t 0.446 (0.436)] [data_t 0.016] [optim_t 0.430] [lr 0.000465] [CE 3.698 (3.856)] [KD 2.048 (2.108)] +2024-10-19 23:12:08,373 - Train: 74.99% [938150/1251000] [749.9/1000.0] [batch_t 0.422 (0.422)] [data_t 0.016] [optim_t 0.406] [lr 0.000465] [CE 3.786 (3.918)] [KD 2.044 (2.138)] +2024-10-19 23:12:29,493 - Train: 75.00% [938200/1251000] [750.0/1000.0] [batch_t 0.439 (0.422)] [data_t 0.016] [optim_t 0.423] [lr 0.000465] [CE 3.999 (3.973)] [KD 2.199 (2.160)] +2024-10-19 23:12:50,289 - Train: 75.00% [938250/1251000] [750.0/1000.0] [batch_t 0.478 (0.416)] [data_t 0.015] [optim_t 0.463] [lr 0.000465] [CE 4.284 (3.935)] [KD 2.244 (2.164)] +2024-10-19 23:13:11,956 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 40436] [top5_cnt 47806] [top_all 50000] +2024-10-19 23:13:11,957 - net: 80.872 (95.612) +2024-10-19 23:13:33,754 - Test (net_E): 100.00% [50/50] [batch_t 0.131 (0.429)] [top1_cnt 41296] [top5_cnt 48134] [top_all 50000] +2024-10-19 23:13:33,754 - net_E: 82.592 (96.268) +2024-10-19 23:13:33,968 - Max [top1: 81.020 (epoch: 748)] [top1-ema: 82.632 (epoch: 728)] +2024-10-19 23:13:33,968 - ==> Total time: 4 days, 23:31:42 Eta: 1 day, 15:50:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 23:14:02,496 - Train: 75.00% [938300/1251000] [750.0/1000.0] [batch_t 0.428 (0.488)] [data_t 0.016] [optim_t 0.412] [lr 0.000465] [CE 4.226 (3.945)] [KD 2.314 (2.142)] +2024-10-19 23:14:24,604 - Train: 75.01% [938350/1251000] [750.1/1000.0] [batch_t 0.510 (0.442)] [data_t 0.015] [optim_t 0.494] [lr 0.000465] [CE 3.659 (3.922)] [KD 1.980 (2.108)] +2024-10-19 23:14:47,444 - Train: 75.01% [938400/1251000] [750.1/1000.0] [batch_t 0.361 (0.457)] [data_t 0.015] [optim_t 0.345] [lr 0.000465] [CE 4.051 (3.979)] [KD 2.091 (2.145)] +2024-10-19 23:15:09,242 - Train: 75.02% [938450/1251000] [750.2/1000.0] [batch_t 0.358 (0.436)] [data_t 0.016] [optim_t 0.342] [lr 0.000464] [CE 3.405 (3.896)] [KD 1.961 (2.096)] +2024-10-19 23:15:30,881 - Train: 75.02% [938500/1251000] [750.2/1000.0] [batch_t 0.522 (0.433)] [data_t 0.016] [optim_t 0.506] [lr 0.000464] [CE 3.786 (3.900)] [KD 2.069 (2.119)] +2024-10-19 23:15:52,991 - Train: 75.02% [938550/1251000] [750.2/1000.0] [batch_t 0.358 (0.442)] [data_t 0.015] [optim_t 0.343] [lr 0.000464] [CE 3.813 (3.891)] [KD 2.042 (2.105)] +2024-10-19 23:16:15,226 - Train: 75.03% [938600/1251000] [750.3/1000.0] [batch_t 0.412 (0.445)] [data_t 0.015] [optim_t 0.397] [lr 0.000464] [CE 3.551 (3.824)] [KD 1.925 (2.064)] +2024-10-19 23:16:37,529 - Train: 75.03% [938650/1251000] [750.3/1000.0] [batch_t 0.449 (0.446)] [data_t 0.015] [optim_t 0.434] [lr 0.000464] [CE 4.078 (3.906)] [KD 2.173 (2.119)] +2024-10-19 23:16:59,434 - Train: 75.04% [938700/1251000] [750.4/1000.0] [batch_t 0.483 (0.438)] [data_t 0.016] [optim_t 0.467] [lr 0.000464] [CE 3.936 (3.937)] [KD 2.236 (2.141)] +2024-10-19 23:17:21,098 - Train: 75.04% [938750/1251000] [750.4/1000.0] [batch_t 0.398 (0.433)] [data_t 0.015] [optim_t 0.383] [lr 0.000464] [CE 3.761 (3.951)] [KD 2.021 (2.117)] +2024-10-19 23:17:42,638 - Train: 75.04% [938800/1251000] [750.4/1000.0] [batch_t 0.370 (0.431)] [data_t 0.015] [optim_t 0.354] [lr 0.000463] [CE 3.812 (3.959)] [KD 2.005 (2.131)] +2024-10-19 23:18:04,995 - Train: 75.05% [938850/1251000] [750.5/1000.0] [batch_t 0.443 (0.447)] [data_t 0.015] [optim_t 0.427] [lr 0.000463] [CE 4.194 (3.891)] [KD 2.315 (2.109)] +2024-10-19 23:18:27,270 - Train: 75.05% [938900/1251000] [750.5/1000.0] [batch_t 0.458 (0.445)] [data_t 0.015] [optim_t 0.443] [lr 0.000463] [CE 3.766 (4.013)] [KD 2.111 (2.171)] +2024-10-19 23:18:49,568 - Train: 75.06% [938950/1251000] [750.6/1000.0] [batch_t 0.448 (0.446)] [data_t 0.015] [optim_t 0.433] [lr 0.000463] [CE 3.991 (3.970)] [KD 2.155 (2.150)] +2024-10-19 23:19:11,702 - Train: 75.06% [939000/1251000] [750.6/1000.0] [batch_t 0.441 (0.443)] [data_t 0.015] [optim_t 0.425] [lr 0.000463] [CE 3.781 (3.867)] [KD 2.084 (2.124)] +2024-10-19 23:19:34,134 - Train: 75.06% [939050/1251000] [750.6/1000.0] [batch_t 0.512 (0.449)] [data_t 0.015] [optim_t 0.497] [lr 0.000463] [CE 4.135 (3.864)] [KD 2.183 (2.078)] +2024-10-19 23:19:56,126 - Train: 75.07% [939100/1251000] [750.7/1000.0] [batch_t 0.457 (0.440)] [data_t 0.015] [optim_t 0.442] [lr 0.000463] [CE 4.005 (3.944)] [KD 2.069 (2.144)] +2024-10-19 23:20:18,313 - Train: 75.07% [939150/1251000] [750.7/1000.0] [batch_t 0.474 (0.444)] [data_t 0.015] [optim_t 0.459] [lr 0.000463] [CE 3.634 (3.954)] [KD 1.989 (2.134)] +2024-10-19 23:20:40,457 - Train: 75.08% [939200/1251000] [750.8/1000.0] [batch_t 0.393 (0.443)] [data_t 0.015] [optim_t 0.377] [lr 0.000462] [CE 3.787 (3.934)] [KD 2.032 (2.138)] +2024-10-19 23:21:02,124 - Train: 75.08% [939250/1251000] [750.8/1000.0] [batch_t 0.364 (0.433)] [data_t 0.015] [optim_t 0.348] [lr 0.000462] [CE 4.004 (3.909)] [KD 2.290 (2.127)] +2024-10-19 23:21:23,788 - Train: 75.08% [939300/1251000] [750.8/1000.0] [batch_t 0.477 (0.433)] [data_t 0.015] [optim_t 0.462] [lr 0.000462] [CE 3.800 (3.941)] [KD 2.149 (2.165)] +2024-10-19 23:21:45,698 - Train: 75.09% [939350/1251000] [750.9/1000.0] [batch_t 0.403 (0.438)] [data_t 0.015] [optim_t 0.388] [lr 0.000462] [CE 3.895 (3.902)] [KD 2.128 (2.112)] +2024-10-19 23:22:06,859 - Train: 75.09% [939400/1251000] [750.9/1000.0] [batch_t 0.414 (0.423)] [data_t 0.015] [optim_t 0.398] [lr 0.000462] [CE 4.179 (3.915)] [KD 2.234 (2.130)] +2024-10-19 23:22:26,960 - Train: 75.10% [939450/1251000] [751.0/1000.0] [batch_t 0.505 (0.402)] [data_t 0.016] [optim_t 0.490] [lr 0.000462] [CE 4.334 (3.935)] [KD 2.442 (2.147)] +2024-10-19 23:22:47,024 - Train: 75.10% [939500/1251000] [751.0/1000.0] [batch_t 0.358 (0.401)] [data_t 0.015] [optim_t 0.343] [lr 0.000462] [CE 3.368 (3.887)] [KD 1.874 (2.120)] +2024-10-19 23:23:09,261 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.434)] [top1_cnt 40475] [top5_cnt 47801] [top_all 50000] +2024-10-19 23:23:09,262 - net: 80.950 (95.602) +2024-10-19 23:23:30,444 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41330] [top5_cnt 48133] [top_all 50000] +2024-10-19 23:23:30,445 - net_E: 82.660 (96.266) +2024-10-19 23:23:30,615 - Max [top1: 81.020 (epoch: 748)] [top1-ema: 82.660 (epoch: 751)] +2024-10-19 23:23:30,616 - ==> Total time: 4 days, 23:41:39 Eta: 1 day, 15:41:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 23:23:56,338 - Train: 75.10% [939550/1251000] [751.0/1000.0] [batch_t 0.465 (0.429)] [data_t 0.089] [optim_t 0.375] [lr 0.000462] [CE 3.254 (3.846)] [KD 1.842 (2.093)] +2024-10-19 23:24:17,745 - Train: 75.11% [939600/1251000] [751.1/1000.0] [batch_t 0.444 (0.428)] [data_t 0.016] [optim_t 0.428] [lr 0.000461] [CE 4.104 (3.930)] [KD 2.336 (2.103)] +2024-10-19 23:24:38,942 - Train: 75.11% [939650/1251000] [751.1/1000.0] [batch_t 0.562 (0.424)] [data_t 0.016] [optim_t 0.547] [lr 0.000461] [CE 3.633 (3.878)] [KD 1.832 (2.082)] +2024-10-19 23:24:59,963 - Train: 75.12% [939700/1251000] [751.2/1000.0] [batch_t 0.428 (0.420)] [data_t 0.016] [optim_t 0.412] [lr 0.000461] [CE 4.039 (3.878)] [KD 2.156 (2.090)] +2024-10-19 23:25:20,985 - Train: 75.12% [939750/1251000] [751.2/1000.0] [batch_t 0.409 (0.420)] [data_t 0.016] [optim_t 0.394] [lr 0.000461] [CE 3.652 (3.925)] [KD 2.018 (2.130)] +2024-10-19 23:25:42,567 - Train: 75.12% [939800/1251000] [751.2/1000.0] [batch_t 0.507 (0.432)] [data_t 0.015] [optim_t 0.492] [lr 0.000461] [CE 4.150 (3.882)] [KD 2.181 (2.100)] +2024-10-19 23:26:03,726 - Train: 75.13% [939850/1251000] [751.3/1000.0] [batch_t 0.441 (0.423)] [data_t 0.015] [optim_t 0.425] [lr 0.000461] [CE 4.025 (3.921)] [KD 2.200 (2.124)] +2024-10-19 23:26:25,087 - Train: 75.13% [939900/1251000] [751.3/1000.0] [batch_t 0.362 (0.427)] [data_t 0.016] [optim_t 0.347] [lr 0.000461] [CE 4.025 (3.874)] [KD 2.105 (2.116)] +2024-10-19 23:26:46,532 - Train: 75.14% [939950/1251000] [751.4/1000.0] [batch_t 0.486 (0.429)] [data_t 0.016] [optim_t 0.471] [lr 0.000460] [CE 3.917 (3.965)] [KD 2.145 (2.139)] +2024-10-19 23:27:08,342 - Train: 75.14% [940000/1251000] [751.4/1000.0] [batch_t 0.449 (0.436)] [data_t 0.016] [optim_t 0.433] [lr 0.000460] [CE 3.582 (3.940)] [KD 2.011 (2.150)] +2024-10-19 23:27:30,088 - Train: 75.14% [940050/1251000] [751.4/1000.0] [batch_t 0.420 (0.435)] [data_t 0.016] [optim_t 0.405] [lr 0.000460] [CE 3.944 (3.922)] [KD 2.158 (2.130)] +2024-10-19 23:27:52,123 - Train: 75.15% [940100/1251000] [751.5/1000.0] [batch_t 0.473 (0.441)] [data_t 0.015] [optim_t 0.458] [lr 0.000460] [CE 3.922 (3.830)] [KD 2.161 (2.063)] +2024-10-19 23:28:13,675 - Train: 75.15% [940150/1251000] [751.5/1000.0] [batch_t 0.463 (0.431)] [data_t 0.016] [optim_t 0.448] [lr 0.000460] [CE 4.119 (3.877)] [KD 2.345 (2.077)] +2024-10-19 23:28:35,379 - Train: 75.16% [940200/1251000] [751.6/1000.0] [batch_t 0.400 (0.434)] [data_t 0.015] [optim_t 0.385] [lr 0.000460] [CE 3.380 (3.936)] [KD 1.924 (2.147)] +2024-10-19 23:28:57,398 - Train: 75.16% [940250/1251000] [751.6/1000.0] [batch_t 0.496 (0.440)] [data_t 0.015] [optim_t 0.481] [lr 0.000460] [CE 4.047 (3.868)] [KD 2.124 (2.085)] +2024-10-19 23:29:19,127 - Train: 75.16% [940300/1251000] [751.6/1000.0] [batch_t 0.382 (0.434)] [data_t 0.015] [optim_t 0.367] [lr 0.000460] [CE 4.084 (3.982)] [KD 2.221 (2.163)] +2024-10-19 23:29:41,272 - Train: 75.17% [940350/1251000] [751.7/1000.0] [batch_t 0.417 (0.443)] [data_t 0.072] [optim_t 0.345] [lr 0.000459] [CE 3.938 (3.887)] [KD 2.200 (2.113)] +2024-10-19 23:30:02,623 - Train: 75.17% [940400/1251000] [751.7/1000.0] [batch_t 0.362 (0.427)] [data_t 0.016] [optim_t 0.346] [lr 0.000459] [CE 4.238 (3.998)] [KD 2.254 (2.167)] +2024-10-19 23:30:24,370 - Train: 75.18% [940450/1251000] [751.8/1000.0] [batch_t 0.361 (0.435)] [data_t 0.018] [optim_t 0.343] [lr 0.000459] [CE 3.653 (3.885)] [KD 1.942 (2.113)] +2024-10-19 23:30:46,295 - Train: 75.18% [940500/1251000] [751.8/1000.0] [batch_t 0.476 (0.438)] [data_t 0.015] [optim_t 0.461] [lr 0.000459] [CE 3.985 (3.953)] [KD 2.184 (2.145)] +2024-10-19 23:31:08,529 - Train: 75.18% [940550/1251000] [751.8/1000.0] [batch_t 0.435 (0.445)] [data_t 0.015] [optim_t 0.419] [lr 0.000459] [CE 3.584 (3.862)] [KD 2.046 (2.113)] +2024-10-19 23:31:31,220 - Train: 75.19% [940600/1251000] [751.9/1000.0] [batch_t 0.472 (0.454)] [data_t 0.015] [optim_t 0.457] [lr 0.000459] [CE 3.540 (3.913)] [KD 1.872 (2.121)] +2024-10-19 23:31:52,606 - Train: 75.19% [940650/1251000] [751.9/1000.0] [batch_t 0.470 (0.428)] [data_t 0.015] [optim_t 0.454] [lr 0.000459] [CE 3.776 (3.881)] [KD 2.050 (2.113)] +2024-10-19 23:32:14,117 - Train: 75.20% [940700/1251000] [752.0/1000.0] [batch_t 0.455 (0.430)] [data_t 0.016] [optim_t 0.439] [lr 0.000459] [CE 3.880 (3.890)] [KD 2.278 (2.114)] +2024-10-19 23:32:34,817 - Train: 75.20% [940750/1251000] [752.0/1000.0] [batch_t 0.357 (0.414)] [data_t 0.015] [optim_t 0.341] [lr 0.000458] [CE 4.433 (3.911)] [KD 2.370 (2.110)] +2024-10-19 23:32:57,361 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40464] [top5_cnt 47749] [top_all 50000] +2024-10-19 23:32:57,362 - net: 80.928 (95.498) +2024-10-19 23:33:17,936 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.404)] [top1_cnt 41354] [top5_cnt 48148] [top_all 50000] +2024-10-19 23:33:17,936 - net_E: 82.708 (96.296) +2024-10-19 23:33:18,106 - Max [top1: 81.020 (epoch: 748)] [top1-ema: 82.708 (epoch: 752)] +2024-10-19 23:33:18,106 - ==> Total time: 4 days, 23:51:26 Eta: 1 day, 15:31:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 23:33:44,599 - Train: 75.20% [940800/1251000] [752.0/1000.0] [batch_t 0.361 (0.454)] [data_t 0.016] [optim_t 0.345] [lr 0.000458] [CE 3.800 (3.868)] [KD 2.094 (2.086)] +2024-10-19 23:34:06,824 - Train: 75.21% [940850/1251000] [752.1/1000.0] [batch_t 0.399 (0.444)] [data_t 0.052] [optim_t 0.347] [lr 0.000458] [CE 3.936 (3.860)] [KD 1.990 (2.095)] +2024-10-19 23:34:27,614 - Train: 75.21% [940900/1251000] [752.1/1000.0] [batch_t 0.363 (0.416)] [data_t 0.016] [optim_t 0.347] [lr 0.000458] [CE 4.126 (3.847)] [KD 2.349 (2.083)] +2024-10-19 23:34:48,625 - Train: 75.22% [940950/1251000] [752.2/1000.0] [batch_t 0.400 (0.420)] [data_t 0.051] [optim_t 0.349] [lr 0.000458] [CE 3.682 (3.856)] [KD 2.030 (2.060)] +2024-10-19 23:35:09,972 - Train: 75.22% [941000/1251000] [752.2/1000.0] [batch_t 0.412 (0.427)] [data_t 0.016] [optim_t 0.396] [lr 0.000458] [CE 4.159 (3.857)] [KD 2.161 (2.104)] +2024-10-19 23:35:31,735 - Train: 75.22% [941050/1251000] [752.2/1000.0] [batch_t 0.419 (0.435)] [data_t 0.015] [optim_t 0.404] [lr 0.000458] [CE 4.370 (3.936)] [KD 2.340 (2.127)] +2024-10-19 23:35:53,638 - Train: 75.23% [941100/1251000] [752.3/1000.0] [batch_t 0.442 (0.438)] [data_t 0.015] [optim_t 0.426] [lr 0.000457] [CE 4.083 (3.887)] [KD 2.167 (2.091)] +2024-10-19 23:36:15,695 - Train: 75.23% [941150/1251000] [752.3/1000.0] [batch_t 0.494 (0.441)] [data_t 0.016] [optim_t 0.478] [lr 0.000457] [CE 3.573 (3.860)] [KD 2.010 (2.082)] +2024-10-19 23:36:36,045 - Train: 75.24% [941200/1251000] [752.4/1000.0] [batch_t 0.381 (0.407)] [data_t 0.016] [optim_t 0.366] [lr 0.000457] [CE 3.985 (4.006)] [KD 2.135 (2.158)] +2024-10-19 23:36:57,286 - Train: 75.24% [941250/1251000] [752.4/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.000457] [CE 3.910 (3.898)] [KD 2.292 (2.086)] +2024-10-19 23:37:18,674 - Train: 75.24% [941300/1251000] [752.4/1000.0] [batch_t 0.385 (0.428)] [data_t 0.016] [optim_t 0.370] [lr 0.000457] [CE 4.323 (3.905)] [KD 2.381 (2.105)] +2024-10-19 23:37:41,058 - Train: 75.25% [941350/1251000] [752.5/1000.0] [batch_t 0.470 (0.448)] [data_t 0.015] [optim_t 0.455] [lr 0.000457] [CE 4.083 (3.883)] [KD 2.110 (2.111)] +2024-10-19 23:38:02,792 - Train: 75.25% [941400/1251000] [752.5/1000.0] [batch_t 0.428 (0.435)] [data_t 0.016] [optim_t 0.412] [lr 0.000457] [CE 4.498 (3.878)] [KD 2.383 (2.107)] +2024-10-19 23:38:24,801 - Train: 75.26% [941450/1251000] [752.6/1000.0] [batch_t 0.508 (0.440)] [data_t 0.015] [optim_t 0.493] [lr 0.000457] [CE 3.905 (3.936)] [KD 2.100 (2.136)] +2024-10-19 23:38:46,608 - Train: 75.26% [941500/1251000] [752.6/1000.0] [batch_t 0.439 (0.436)] [data_t 0.016] [optim_t 0.424] [lr 0.000456] [CE 3.474 (3.969)] [KD 1.992 (2.156)] +2024-10-19 23:39:08,411 - Train: 75.26% [941550/1251000] [752.6/1000.0] [batch_t 0.452 (0.436)] [data_t 0.015] [optim_t 0.437] [lr 0.000456] [CE 4.155 (3.915)] [KD 2.207 (2.114)] +2024-10-19 23:39:29,609 - Train: 75.27% [941600/1251000] [752.7/1000.0] [batch_t 0.420 (0.424)] [data_t 0.015] [optim_t 0.405] [lr 0.000456] [CE 4.289 (3.945)] [KD 2.197 (2.097)] +2024-10-19 23:39:50,974 - Train: 75.27% [941650/1251000] [752.7/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.000456] [CE 4.146 (3.808)] [KD 2.157 (2.052)] +2024-10-19 23:40:12,297 - Train: 75.28% [941700/1251000] [752.8/1000.0] [batch_t 0.493 (0.426)] [data_t 0.015] [optim_t 0.478] [lr 0.000456] [CE 4.000 (3.835)] [KD 2.153 (2.111)] +2024-10-19 23:40:33,129 - Train: 75.28% [941750/1251000] [752.8/1000.0] [batch_t 0.391 (0.417)] [data_t 0.015] [optim_t 0.376] [lr 0.000456] [CE 3.624 (3.878)] [KD 2.048 (2.109)] +2024-10-19 23:40:54,823 - Train: 75.28% [941800/1251000] [752.8/1000.0] [batch_t 0.413 (0.434)] [data_t 0.016] [optim_t 0.398] [lr 0.000456] [CE 3.658 (3.939)] [KD 1.989 (2.143)] +2024-10-19 23:41:15,910 - Train: 75.29% [941850/1251000] [752.9/1000.0] [batch_t 0.382 (0.422)] [data_t 0.016] [optim_t 0.366] [lr 0.000455] [CE 4.147 (3.920)] [KD 2.260 (2.102)] +2024-10-19 23:41:37,331 - Train: 75.29% [941900/1251000] [752.9/1000.0] [batch_t 0.404 (0.428)] [data_t 0.015] [optim_t 0.389] [lr 0.000455] [CE 3.894 (3.866)] [KD 1.954 (2.091)] +2024-10-19 23:41:58,903 - Train: 75.30% [941950/1251000] [753.0/1000.0] [batch_t 0.490 (0.431)] [data_t 0.015] [optim_t 0.475] [lr 0.000455] [CE 4.140 (3.949)] [KD 2.181 (2.124)] +2024-10-19 23:42:19,777 - Train: 75.30% [942000/1251000] [753.0/1000.0] [batch_t 0.356 (0.417)] [data_t 0.015] [optim_t 0.341] [lr 0.000455] [CE 4.100 (3.918)] [KD 2.178 (2.117)] +2024-10-19 23:42:42,357 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40510] [top5_cnt 47820] [top_all 50000] +2024-10-19 23:42:42,357 - net: 81.020 (95.640) +2024-10-19 23:43:04,059 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41381] [top5_cnt 48137] [top_all 50000] +2024-10-19 23:43:04,060 - net_E: 82.762 (96.274) +2024-10-19 23:43:04,271 - Max [top1: 81.020 (epoch: 748)] [top1-ema: 82.762 (epoch: 753)] +2024-10-19 23:43:04,271 - ==> Total time: 5 days, 0:01:12 Eta: 1 day, 15:22:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 23:43:31,259 - Train: 75.30% [942050/1251000] [753.0/1000.0] [batch_t 0.388 (0.429)] [data_t 0.043] [optim_t 0.345] [lr 0.000455] [CE 3.740 (3.905)] [KD 1.885 (2.086)] +2024-10-19 23:43:53,256 - Train: 75.31% [942100/1251000] [753.1/1000.0] [batch_t 0.590 (0.440)] [data_t 0.119] [optim_t 0.471] [lr 0.000455] [CE 3.926 (3.901)] [KD 2.062 (2.093)] +2024-10-19 23:44:14,815 - Train: 75.31% [942150/1251000] [753.1/1000.0] [batch_t 0.399 (0.431)] [data_t 0.052] [optim_t 0.346] [lr 0.000455] [CE 3.855 (3.881)] [KD 2.041 (2.092)] +2024-10-19 23:44:36,018 - Train: 75.32% [942200/1251000] [753.2/1000.0] [batch_t 0.452 (0.424)] [data_t 0.105] [optim_t 0.346] [lr 0.000455] [CE 3.972 (3.857)] [KD 2.019 (2.106)] +2024-10-19 23:44:57,382 - Train: 75.32% [942250/1251000] [753.2/1000.0] [batch_t 0.399 (0.427)] [data_t 0.054] [optim_t 0.345] [lr 0.000454] [CE 3.521 (3.941)] [KD 2.032 (2.143)] +2024-10-19 23:45:18,490 - Train: 75.32% [942300/1251000] [753.2/1000.0] [batch_t 0.493 (0.422)] [data_t 0.145] [optim_t 0.348] [lr 0.000454] [CE 4.239 (3.925)] [KD 2.286 (2.124)] +2024-10-19 23:45:39,293 - Train: 75.33% [942350/1251000] [753.3/1000.0] [batch_t 0.363 (0.416)] [data_t 0.015] [optim_t 0.348] [lr 0.000454] [CE 3.691 (3.877)] [KD 1.904 (2.096)] +2024-10-19 23:46:00,804 - Train: 75.33% [942400/1251000] [753.3/1000.0] [batch_t 0.444 (0.430)] [data_t 0.098] [optim_t 0.345] [lr 0.000454] [CE 3.677 (3.958)] [KD 1.911 (2.140)] +2024-10-19 23:46:22,197 - Train: 75.34% [942450/1251000] [753.4/1000.0] [batch_t 0.424 (0.428)] [data_t 0.016] [optim_t 0.409] [lr 0.000454] [CE 4.007 (3.861)] [KD 2.124 (2.082)] +2024-10-19 23:46:44,355 - Train: 75.34% [942500/1251000] [753.4/1000.0] [batch_t 0.408 (0.443)] [data_t 0.016] [optim_t 0.392] [lr 0.000454] [CE 3.904 (3.892)] [KD 2.225 (2.106)] +2024-10-19 23:47:06,358 - Train: 75.34% [942550/1251000] [753.4/1000.0] [batch_t 0.389 (0.440)] [data_t 0.016] [optim_t 0.374] [lr 0.000454] [CE 4.284 (3.923)] [KD 2.246 (2.103)] +2024-10-19 23:47:28,579 - Train: 75.35% [942600/1251000] [753.5/1000.0] [batch_t 0.408 (0.444)] [data_t 0.015] [optim_t 0.393] [lr 0.000454] [CE 4.076 (3.933)] [KD 2.113 (2.125)] +2024-10-19 23:47:50,936 - Train: 75.35% [942650/1251000] [753.5/1000.0] [batch_t 0.410 (0.447)] [data_t 0.015] [optim_t 0.395] [lr 0.000453] [CE 3.848 (3.888)] [KD 2.058 (2.099)] +2024-10-19 23:48:13,395 - Train: 75.36% [942700/1251000] [753.6/1000.0] [batch_t 0.502 (0.449)] [data_t 0.015] [optim_t 0.486] [lr 0.000453] [CE 4.079 (3.962)] [KD 2.056 (2.147)] +2024-10-19 23:48:35,872 - Train: 75.36% [942750/1251000] [753.6/1000.0] [batch_t 0.361 (0.449)] [data_t 0.015] [optim_t 0.346] [lr 0.000453] [CE 4.017 (3.976)] [KD 2.268 (2.132)] +2024-10-19 23:48:56,707 - Train: 75.36% [942800/1251000] [753.6/1000.0] [batch_t 0.455 (0.417)] [data_t 0.015] [optim_t 0.440] [lr 0.000453] [CE 3.897 (3.927)] [KD 1.920 (2.123)] +2024-10-19 23:49:17,926 - Train: 75.37% [942850/1251000] [753.7/1000.0] [batch_t 0.412 (0.424)] [data_t 0.068] [optim_t 0.344] [lr 0.000453] [CE 3.923 (3.938)] [KD 2.141 (2.120)] +2024-10-19 23:49:39,648 - Train: 75.37% [942900/1251000] [753.7/1000.0] [batch_t 0.432 (0.434)] [data_t 0.089] [optim_t 0.344] [lr 0.000453] [CE 4.277 (3.836)] [KD 2.356 (2.084)] +2024-10-19 23:50:01,249 - Train: 75.38% [942950/1251000] [753.8/1000.0] [batch_t 0.468 (0.432)] [data_t 0.122] [optim_t 0.346] [lr 0.000453] [CE 3.940 (3.859)] [KD 2.106 (2.044)] +2024-10-19 23:50:23,030 - Train: 75.38% [943000/1251000] [753.8/1000.0] [batch_t 0.438 (0.436)] [data_t 0.094] [optim_t 0.344] [lr 0.000452] [CE 3.825 (3.914)] [KD 1.975 (2.092)] +2024-10-19 23:50:44,613 - Train: 75.38% [943050/1251000] [753.8/1000.0] [batch_t 0.404 (0.432)] [data_t 0.062] [optim_t 0.342] [lr 0.000452] [CE 3.758 (3.857)] [KD 1.936 (2.069)] +2024-10-19 23:51:06,424 - Train: 75.39% [943100/1251000] [753.9/1000.0] [batch_t 0.374 (0.436)] [data_t 0.032] [optim_t 0.343] [lr 0.000452] [CE 3.881 (3.894)] [KD 1.956 (2.105)] +2024-10-19 23:51:28,360 - Train: 75.39% [943150/1251000] [753.9/1000.0] [batch_t 0.447 (0.439)] [data_t 0.107] [optim_t 0.341] [lr 0.000452] [CE 3.523 (3.892)] [KD 2.054 (2.123)] +2024-10-19 23:51:49,751 - Train: 75.40% [943200/1251000] [754.0/1000.0] [batch_t 0.423 (0.428)] [data_t 0.080] [optim_t 0.342] [lr 0.000452] [CE 3.890 (3.954)] [KD 2.151 (2.142)] +2024-10-19 23:52:10,829 - Train: 75.40% [943250/1251000] [754.0/1000.0] [batch_t 0.357 (0.421)] [data_t 0.015] [optim_t 0.341] [lr 0.000452] [CE 4.097 (3.959)] [KD 2.169 (2.129)] +2024-10-19 23:52:34,045 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40426] [top5_cnt 47750] [top_all 50000] +2024-10-19 23:52:34,046 - net: 80.852 (95.500) +2024-10-19 23:52:56,418 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 41343] [top5_cnt 48134] [top_all 50000] +2024-10-19 23:52:56,418 - net_E: 82.686 (96.268) +2024-10-19 23:52:56,568 - Max [top1: 81.020 (epoch: 748)] [top1-ema: 82.762 (epoch: 753)] +2024-10-19 23:52:56,569 - ==> Total time: 5 days, 0:11:05 Eta: 1 day, 15:12:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-19 23:53:19,824 - Train: 75.40% [943300/1251000] [754.0/1000.0] [batch_t 0.364 (0.478)] [data_t 0.015] [optim_t 0.349] [lr 0.000452] [CE 3.641 (3.933)] [KD 1.885 (2.126)] +2024-10-19 23:53:41,560 - Train: 75.41% [943350/1251000] [754.1/1000.0] [batch_t 0.463 (0.435)] [data_t 0.016] [optim_t 0.447] [lr 0.000452] [CE 3.978 (3.868)] [KD 2.163 (2.075)] +2024-10-19 23:54:03,482 - Train: 75.41% [943400/1251000] [754.1/1000.0] [batch_t 0.371 (0.438)] [data_t 0.016] [optim_t 0.356] [lr 0.000451] [CE 3.745 (3.926)] [KD 1.972 (2.106)] +2024-10-19 23:54:25,390 - Train: 75.42% [943450/1251000] [754.2/1000.0] [batch_t 0.427 (0.438)] [data_t 0.016] [optim_t 0.411] [lr 0.000451] [CE 3.894 (3.806)] [KD 2.257 (2.056)] +2024-10-19 23:54:47,676 - Train: 75.42% [943500/1251000] [754.2/1000.0] [batch_t 0.403 (0.446)] [data_t 0.015] [optim_t 0.387] [lr 0.000451] [CE 3.738 (3.859)] [KD 2.174 (2.069)] +2024-10-19 23:55:10,438 - Train: 75.42% [943550/1251000] [754.2/1000.0] [batch_t 0.508 (0.455)] [data_t 0.015] [optim_t 0.493] [lr 0.000451] [CE 4.016 (3.942)] [KD 2.177 (2.127)] +2024-10-19 23:55:32,837 - Train: 75.43% [943600/1251000] [754.3/1000.0] [batch_t 0.415 (0.448)] [data_t 0.015] [optim_t 0.399] [lr 0.000451] [CE 3.654 (3.915)] [KD 1.947 (2.104)] +2024-10-19 23:55:55,402 - Train: 75.43% [943650/1251000] [754.3/1000.0] [batch_t 0.359 (0.451)] [data_t 0.015] [optim_t 0.343] [lr 0.000451] [CE 4.120 (3.919)] [KD 2.069 (2.112)] +2024-10-19 23:56:17,701 - Train: 75.44% [943700/1251000] [754.4/1000.0] [batch_t 0.426 (0.446)] [data_t 0.016] [optim_t 0.410] [lr 0.000451] [CE 3.854 (3.923)] [KD 1.994 (2.100)] +2024-10-19 23:56:40,393 - Train: 75.44% [943750/1251000] [754.4/1000.0] [batch_t 0.482 (0.454)] [data_t 0.015] [optim_t 0.467] [lr 0.000451] [CE 3.409 (3.875)] [KD 1.815 (2.078)] +2024-10-19 23:57:03,017 - Train: 75.44% [943800/1251000] [754.4/1000.0] [batch_t 0.444 (0.452)] [data_t 0.015] [optim_t 0.429] [lr 0.000450] [CE 4.357 (3.949)] [KD 2.257 (2.123)] +2024-10-19 23:57:25,460 - Train: 75.45% [943850/1251000] [754.5/1000.0] [batch_t 0.462 (0.449)] [data_t 0.015] [optim_t 0.447] [lr 0.000450] [CE 3.596 (3.970)] [KD 1.804 (2.123)] +2024-10-19 23:57:47,920 - Train: 75.45% [943900/1251000] [754.5/1000.0] [batch_t 0.479 (0.449)] [data_t 0.015] [optim_t 0.463] [lr 0.000450] [CE 4.016 (3.915)] [KD 2.110 (2.104)] +2024-10-19 23:58:10,073 - Train: 75.46% [943950/1251000] [754.6/1000.0] [batch_t 0.406 (0.443)] [data_t 0.016] [optim_t 0.390] [lr 0.000450] [CE 3.642 (3.938)] [KD 2.092 (2.145)] +2024-10-19 23:58:32,008 - Train: 75.46% [944000/1251000] [754.6/1000.0] [batch_t 0.480 (0.439)] [data_t 0.015] [optim_t 0.464] [lr 0.000450] [CE 4.143 (3.887)] [KD 2.128 (2.076)] +2024-10-19 23:58:54,084 - Train: 75.46% [944050/1251000] [754.6/1000.0] [batch_t 0.407 (0.441)] [data_t 0.015] [optim_t 0.391] [lr 0.000450] [CE 4.472 (3.972)] [KD 2.446 (2.121)] +2024-10-19 23:59:16,041 - Train: 75.47% [944100/1251000] [754.7/1000.0] [batch_t 0.417 (0.439)] [data_t 0.016] [optim_t 0.401] [lr 0.000450] [CE 3.868 (3.986)] [KD 2.042 (2.147)] +2024-10-19 23:59:38,001 - Train: 75.47% [944150/1251000] [754.7/1000.0] [batch_t 0.419 (0.439)] [data_t 0.015] [optim_t 0.404] [lr 0.000450] [CE 4.241 (3.914)] [KD 2.305 (2.114)] +2024-10-19 23:59:59,775 - Train: 75.48% [944200/1251000] [754.8/1000.0] [batch_t 0.495 (0.435)] [data_t 0.016] [optim_t 0.480] [lr 0.000449] [CE 4.102 (3.867)] [KD 2.076 (2.065)] +2024-10-20 00:00:20,402 - Train: 75.48% [944250/1251000] [754.8/1000.0] [batch_t 0.373 (0.412)] [data_t 0.016] [optim_t 0.357] [lr 0.000449] [CE 3.677 (3.892)] [KD 2.172 (2.101)] +2024-10-20 00:00:41,821 - Train: 75.48% [944300/1251000] [754.8/1000.0] [batch_t 0.464 (0.428)] [data_t 0.015] [optim_t 0.448] [lr 0.000449] [CE 3.592 (3.932)] [KD 2.018 (2.103)] +2024-10-20 00:01:03,379 - Train: 75.49% [944350/1251000] [754.9/1000.0] [batch_t 0.449 (0.431)] [data_t 0.016] [optim_t 0.433] [lr 0.000449] [CE 4.066 (3.896)] [KD 2.291 (2.102)] +2024-10-20 00:01:24,933 - Train: 75.49% [944400/1251000] [754.9/1000.0] [batch_t 0.383 (0.431)] [data_t 0.015] [optim_t 0.367] [lr 0.000449] [CE 3.991 (3.901)] [KD 2.084 (2.088)] +2024-10-20 00:01:46,053 - Train: 75.50% [944450/1251000] [755.0/1000.0] [batch_t 0.465 (0.422)] [data_t 0.016] [optim_t 0.449] [lr 0.000449] [CE 3.948 (3.852)] [KD 2.059 (2.071)] +2024-10-20 00:02:06,921 - Train: 75.50% [944500/1251000] [755.0/1000.0] [batch_t 0.361 (0.417)] [data_t 0.015] [optim_t 0.345] [lr 0.000449] [CE 4.183 (3.943)] [KD 2.161 (2.161)] +2024-10-20 00:02:30,229 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40461] [top5_cnt 47789] [top_all 50000] +2024-10-20 00:02:30,229 - net: 80.922 (95.578) +2024-10-20 00:02:52,213 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 41350] [top5_cnt 48133] [top_all 50000] +2024-10-20 00:02:52,214 - net_E: 82.700 (96.266) +2024-10-20 00:02:52,374 - Max [top1: 81.020 (epoch: 748)] [top1-ema: 82.762 (epoch: 753)] +2024-10-20 00:02:52,375 - ==> Total time: 5 days, 0:21:00 Eta: 1 day, 15:03:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 00:03:16,983 - Train: 75.50% [944550/1251000] [755.0/1000.0] [batch_t 0.362 (0.508)] [data_t 0.016] [optim_t 0.346] [lr 0.000448] [CE 4.080 (3.929)] [KD 2.221 (2.109)] +2024-10-20 00:03:38,593 - Train: 75.51% [944600/1251000] [755.1/1000.0] [batch_t 0.431 (0.432)] [data_t 0.086] [optim_t 0.345] [lr 0.000448] [CE 4.148 (3.897)] [KD 2.386 (2.093)] +2024-10-20 00:04:00,475 - Train: 75.51% [944650/1251000] [755.1/1000.0] [batch_t 0.492 (0.438)] [data_t 0.015] [optim_t 0.477] [lr 0.000448] [CE 4.022 (3.832)] [KD 2.078 (2.054)] +2024-10-20 00:04:22,331 - Train: 75.52% [944700/1251000] [755.2/1000.0] [batch_t 0.387 (0.437)] [data_t 0.015] [optim_t 0.371] [lr 0.000448] [CE 3.841 (4.015)] [KD 2.045 (2.153)] +2024-10-20 00:04:44,256 - Train: 75.52% [944750/1251000] [755.2/1000.0] [batch_t 0.368 (0.438)] [data_t 0.015] [optim_t 0.352] [lr 0.000448] [CE 3.234 (3.924)] [KD 1.900 (2.116)] +2024-10-20 00:05:05,780 - Train: 75.52% [944800/1251000] [755.2/1000.0] [batch_t 0.497 (0.430)] [data_t 0.015] [optim_t 0.482] [lr 0.000448] [CE 4.542 (3.874)] [KD 2.419 (2.059)] +2024-10-20 00:05:27,543 - Train: 75.53% [944850/1251000] [755.3/1000.0] [batch_t 0.449 (0.435)] [data_t 0.015] [optim_t 0.433] [lr 0.000448] [CE 3.644 (3.919)] [KD 2.120 (2.114)] +2024-10-20 00:05:49,324 - Train: 75.53% [944900/1251000] [755.3/1000.0] [batch_t 0.425 (0.435)] [data_t 0.016] [optim_t 0.410] [lr 0.000448] [CE 3.641 (3.824)] [KD 1.927 (2.052)] +2024-10-20 00:06:11,476 - Train: 75.54% [944950/1251000] [755.4/1000.0] [batch_t 0.364 (0.443)] [data_t 0.016] [optim_t 0.348] [lr 0.000447] [CE 3.844 (3.814)] [KD 1.946 (2.057)] +2024-10-20 00:06:33,982 - Train: 75.54% [945000/1251000] [755.4/1000.0] [batch_t 0.363 (0.450)] [data_t 0.015] [optim_t 0.348] [lr 0.000447] [CE 4.515 (3.891)] [KD 2.397 (2.100)] +2024-10-20 00:06:55,439 - Train: 75.54% [945050/1251000] [755.4/1000.0] [batch_t 0.363 (0.429)] [data_t 0.016] [optim_t 0.347] [lr 0.000447] [CE 3.100 (3.901)] [KD 1.629 (2.094)] +2024-10-20 00:07:17,588 - Train: 75.55% [945100/1251000] [755.5/1000.0] [batch_t 0.474 (0.443)] [data_t 0.015] [optim_t 0.459] [lr 0.000447] [CE 3.841 (3.938)] [KD 2.231 (2.113)] +2024-10-20 00:07:39,956 - Train: 75.55% [945150/1251000] [755.5/1000.0] [batch_t 0.360 (0.447)] [data_t 0.015] [optim_t 0.345] [lr 0.000447] [CE 3.904 (3.902)] [KD 1.964 (2.109)] +2024-10-20 00:08:01,844 - Train: 75.56% [945200/1251000] [755.6/1000.0] [batch_t 0.438 (0.438)] [data_t 0.015] [optim_t 0.423] [lr 0.000447] [CE 3.993 (3.920)] [KD 2.196 (2.100)] +2024-10-20 00:08:23,576 - Train: 75.56% [945250/1251000] [755.6/1000.0] [batch_t 0.445 (0.435)] [data_t 0.016] [optim_t 0.429] [lr 0.000447] [CE 3.841 (3.815)] [KD 2.145 (2.054)] +2024-10-20 00:08:45,358 - Train: 75.56% [945300/1251000] [755.6/1000.0] [batch_t 0.502 (0.436)] [data_t 0.015] [optim_t 0.487] [lr 0.000447] [CE 3.296 (3.900)] [KD 1.777 (2.082)] +2024-10-20 00:09:07,914 - Train: 75.57% [945350/1251000] [755.7/1000.0] [batch_t 0.534 (0.451)] [data_t 0.015] [optim_t 0.518] [lr 0.000446] [CE 3.357 (3.834)] [KD 1.848 (2.092)] +2024-10-20 00:09:29,155 - Train: 75.57% [945400/1251000] [755.7/1000.0] [batch_t 0.400 (0.425)] [data_t 0.016] [optim_t 0.385] [lr 0.000446] [CE 4.222 (3.872)] [KD 2.238 (2.075)] +2024-10-20 00:09:50,356 - Train: 75.58% [945450/1251000] [755.8/1000.0] [batch_t 0.450 (0.424)] [data_t 0.016] [optim_t 0.435] [lr 0.000446] [CE 3.606 (3.911)] [KD 2.041 (2.104)] +2024-10-20 00:10:11,767 - Train: 75.58% [945500/1251000] [755.8/1000.0] [batch_t 0.367 (0.428)] [data_t 0.015] [optim_t 0.352] [lr 0.000446] [CE 3.440 (3.787)] [KD 1.833 (2.035)] +2024-10-20 00:10:33,463 - Train: 75.58% [945550/1251000] [755.8/1000.0] [batch_t 0.521 (0.434)] [data_t 0.015] [optim_t 0.506] [lr 0.000446] [CE 3.822 (3.812)] [KD 2.111 (2.057)] +2024-10-20 00:10:55,340 - Train: 75.59% [945600/1251000] [755.9/1000.0] [batch_t 0.498 (0.437)] [data_t 0.015] [optim_t 0.483] [lr 0.000446] [CE 3.974 (3.940)] [KD 2.115 (2.122)] +2024-10-20 00:11:16,657 - Train: 75.59% [945650/1251000] [755.9/1000.0] [batch_t 0.428 (0.426)] [data_t 0.015] [optim_t 0.413] [lr 0.000446] [CE 4.125 (3.880)] [KD 2.320 (2.091)] +2024-10-20 00:11:37,796 - Train: 75.60% [945700/1251000] [756.0/1000.0] [batch_t 0.529 (0.423)] [data_t 0.015] [optim_t 0.514] [lr 0.000445] [CE 3.609 (3.975)] [KD 2.062 (2.131)] +2024-10-20 00:11:58,646 - Train: 75.60% [945750/1251000] [756.0/1000.0] [batch_t 0.357 (0.417)] [data_t 0.015] [optim_t 0.342] [lr 0.000445] [CE 3.977 (3.927)] [KD 2.020 (2.112)] +2024-10-20 00:12:22,654 - Test (net): 100.00% [50/50] [batch_t 0.160 (0.429)] [top1_cnt 40621] [top5_cnt 47801] [top_all 50000] +2024-10-20 00:12:22,655 - net: 81.242 (95.602) +2024-10-20 00:12:43,363 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.406)] [top1_cnt 41324] [top5_cnt 48131] [top_all 50000] +2024-10-20 00:12:43,364 - net_E: 82.648 (96.262) +2024-10-20 00:12:43,512 - Max [top1: 81.242 (epoch: 756)] [top1-ema: 82.762 (epoch: 753)] +2024-10-20 00:12:43,512 - ==> Total time: 5 days, 0:30:52 Eta: 1 day, 14:53:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 00:13:08,152 - Train: 75.60% [945800/1251000] [756.0/1000.0] [batch_t 0.430 (0.458)] [data_t 0.016] [optim_t 0.414] [lr 0.000445] [CE 4.308 (3.894)] [KD 2.218 (2.082)] +2024-10-20 00:13:30,628 - Train: 75.61% [945850/1251000] [756.1/1000.0] [batch_t 0.419 (0.449)] [data_t 0.016] [optim_t 0.404] [lr 0.000445] [CE 3.998 (3.882)] [KD 2.097 (2.084)] +2024-10-20 00:13:52,980 - Train: 75.61% [945900/1251000] [756.1/1000.0] [batch_t 0.500 (0.447)] [data_t 0.015] [optim_t 0.485] [lr 0.000445] [CE 3.711 (3.872)] [KD 1.946 (2.088)] +2024-10-20 00:14:14,912 - Train: 75.62% [945950/1251000] [756.2/1000.0] [batch_t 0.431 (0.439)] [data_t 0.015] [optim_t 0.416] [lr 0.000445] [CE 3.713 (3.887)] [KD 2.019 (2.095)] +2024-10-20 00:14:36,946 - Train: 75.62% [946000/1251000] [756.2/1000.0] [batch_t 0.421 (0.441)] [data_t 0.015] [optim_t 0.406] [lr 0.000445] [CE 4.037 (3.915)] [KD 2.159 (2.081)] +2024-10-20 00:14:58,773 - Train: 75.62% [946050/1251000] [756.2/1000.0] [batch_t 0.429 (0.436)] [data_t 0.016] [optim_t 0.414] [lr 0.000445] [CE 3.534 (3.950)] [KD 1.806 (2.112)] +2024-10-20 00:15:20,628 - Train: 75.63% [946100/1251000] [756.3/1000.0] [batch_t 0.438 (0.437)] [data_t 0.015] [optim_t 0.423] [lr 0.000444] [CE 3.556 (3.808)] [KD 1.913 (2.054)] +2024-10-20 00:15:42,303 - Train: 75.63% [946150/1251000] [756.3/1000.0] [batch_t 0.453 (0.433)] [data_t 0.015] [optim_t 0.438] [lr 0.000444] [CE 3.827 (3.883)] [KD 2.158 (2.089)] +2024-10-20 00:16:03,920 - Train: 75.64% [946200/1251000] [756.4/1000.0] [batch_t 0.451 (0.432)] [data_t 0.015] [optim_t 0.435] [lr 0.000444] [CE 4.390 (3.953)] [KD 2.238 (2.133)] +2024-10-20 00:16:25,312 - Train: 75.64% [946250/1251000] [756.4/1000.0] [batch_t 0.472 (0.428)] [data_t 0.016] [optim_t 0.457] [lr 0.000444] [CE 4.398 (3.873)] [KD 2.465 (2.104)] +2024-10-20 00:16:46,607 - Train: 75.64% [946300/1251000] [756.4/1000.0] [batch_t 0.519 (0.426)] [data_t 0.016] [optim_t 0.503] [lr 0.000444] [CE 3.744 (3.890)] [KD 1.999 (2.096)] +2024-10-20 00:17:07,706 - Train: 75.65% [946350/1251000] [756.5/1000.0] [batch_t 0.506 (0.422)] [data_t 0.016] [optim_t 0.490] [lr 0.000444] [CE 3.784 (3.861)] [KD 1.979 (2.076)] +2024-10-20 00:17:29,209 - Train: 75.65% [946400/1251000] [756.5/1000.0] [batch_t 0.366 (0.430)] [data_t 0.015] [optim_t 0.350] [lr 0.000444] [CE 4.290 (3.986)] [KD 2.324 (2.138)] +2024-10-20 00:17:50,644 - Train: 75.66% [946450/1251000] [756.6/1000.0] [batch_t 0.365 (0.429)] [data_t 0.016] [optim_t 0.350] [lr 0.000444] [CE 3.787 (3.880)] [KD 2.019 (2.080)] +2024-10-20 00:18:11,725 - Train: 75.66% [946500/1251000] [756.6/1000.0] [batch_t 0.448 (0.421)] [data_t 0.015] [optim_t 0.433] [lr 0.000443] [CE 3.852 (3.939)] [KD 2.080 (2.127)] +2024-10-20 00:18:33,300 - Train: 75.66% [946550/1251000] [756.6/1000.0] [batch_t 0.364 (0.431)] [data_t 0.016] [optim_t 0.348] [lr 0.000443] [CE 3.804 (3.947)] [KD 2.208 (2.134)] +2024-10-20 00:18:54,358 - Train: 75.67% [946600/1251000] [756.7/1000.0] [batch_t 0.365 (0.421)] [data_t 0.016] [optim_t 0.350] [lr 0.000443] [CE 4.147 (3.907)] [KD 2.301 (2.085)] +2024-10-20 00:19:15,791 - Train: 75.67% [946650/1251000] [756.7/1000.0] [batch_t 0.367 (0.429)] [data_t 0.016] [optim_t 0.351] [lr 0.000443] [CE 3.655 (3.910)] [KD 2.008 (2.084)] +2024-10-20 00:19:37,352 - Train: 75.68% [946700/1251000] [756.8/1000.0] [batch_t 0.478 (0.431)] [data_t 0.016] [optim_t 0.462] [lr 0.000443] [CE 3.758 (3.982)] [KD 1.964 (2.144)] +2024-10-20 00:19:58,867 - Train: 75.68% [946750/1251000] [756.8/1000.0] [batch_t 0.403 (0.430)] [data_t 0.015] [optim_t 0.388] [lr 0.000443] [CE 4.037 (3.899)] [KD 2.121 (2.085)] +2024-10-20 00:20:20,017 - Train: 75.68% [946800/1251000] [756.8/1000.0] [batch_t 0.513 (0.423)] [data_t 0.015] [optim_t 0.498] [lr 0.000443] [CE 4.140 (3.934)] [KD 2.124 (2.128)] +2024-10-20 00:20:41,704 - Train: 75.69% [946850/1251000] [756.9/1000.0] [batch_t 0.457 (0.434)] [data_t 0.015] [optim_t 0.442] [lr 0.000443] [CE 4.117 (3.913)] [KD 2.163 (2.096)] +2024-10-20 00:21:03,084 - Train: 75.69% [946900/1251000] [756.9/1000.0] [batch_t 0.476 (0.427)] [data_t 0.015] [optim_t 0.460] [lr 0.000442] [CE 3.285 (3.867)] [KD 1.729 (2.083)] +2024-10-20 00:21:23,894 - Train: 75.70% [946950/1251000] [757.0/1000.0] [batch_t 0.438 (0.416)] [data_t 0.015] [optim_t 0.422] [lr 0.000442] [CE 3.901 (3.891)] [KD 2.011 (2.096)] +2024-10-20 00:21:45,170 - Train: 75.70% [947000/1251000] [757.0/1000.0] [batch_t 0.363 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.000442] [CE 3.632 (3.892)] [KD 2.022 (2.100)] +2024-10-20 00:22:09,534 - Test (net): 100.00% [50/50] [batch_t 0.159 (0.431)] [top1_cnt 40450] [top5_cnt 47766] [top_all 50000] +2024-10-20 00:22:09,535 - net: 80.900 (95.532) +2024-10-20 00:22:31,479 - Test (net_E): 100.00% [50/50] [batch_t 0.145 (0.431)] [top1_cnt 41306] [top5_cnt 48130] [top_all 50000] +2024-10-20 00:22:31,480 - net_E: 82.612 (96.260) +2024-10-20 00:22:31,650 - Max [top1: 81.242 (epoch: 756)] [top1-ema: 82.762 (epoch: 753)] +2024-10-20 00:22:31,650 - ==> Total time: 5 days, 0:40:40 Eta: 1 day, 14:44:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 00:22:54,064 - Train: 75.70% [947050/1251000] [757.0/1000.0] [batch_t 0.374 (0.488)] [data_t 0.026] [optim_t 0.348] [lr 0.000442] [CE 3.761 (3.917)] [KD 2.023 (2.068)] +2024-10-20 00:23:16,332 - Train: 75.71% [947100/1251000] [757.1/1000.0] [batch_t 0.452 (0.445)] [data_t 0.016] [optim_t 0.436] [lr 0.000442] [CE 3.603 (3.947)] [KD 1.961 (2.104)] +2024-10-20 00:23:37,842 - Train: 75.71% [947150/1251000] [757.1/1000.0] [batch_t 0.432 (0.430)] [data_t 0.086] [optim_t 0.346] [lr 0.000442] [CE 3.752 (3.847)] [KD 2.163 (2.061)] +2024-10-20 00:23:59,027 - Train: 75.72% [947200/1251000] [757.2/1000.0] [batch_t 0.397 (0.424)] [data_t 0.054] [optim_t 0.343] [lr 0.000442] [CE 4.040 (3.916)] [KD 2.171 (2.079)] +2024-10-20 00:24:19,898 - Train: 75.72% [947250/1251000] [757.2/1000.0] [batch_t 0.397 (0.417)] [data_t 0.053] [optim_t 0.344] [lr 0.000441] [CE 3.986 (3.920)] [KD 2.085 (2.101)] +2024-10-20 00:24:40,556 - Train: 75.72% [947300/1251000] [757.2/1000.0] [batch_t 0.447 (0.413)] [data_t 0.103] [optim_t 0.343] [lr 0.000441] [CE 4.322 (3.880)] [KD 2.161 (2.079)] +2024-10-20 00:25:01,678 - Train: 75.73% [947350/1251000] [757.3/1000.0] [batch_t 0.361 (0.422)] [data_t 0.016] [optim_t 0.345] [lr 0.000441] [CE 3.991 (3.935)] [KD 2.076 (2.116)] +2024-10-20 00:25:22,789 - Train: 75.73% [947400/1251000] [757.3/1000.0] [batch_t 0.419 (0.422)] [data_t 0.074] [optim_t 0.345] [lr 0.000441] [CE 3.991 (3.893)] [KD 2.034 (2.097)] +2024-10-20 00:25:44,802 - Train: 75.74% [947450/1251000] [757.4/1000.0] [batch_t 0.444 (0.440)] [data_t 0.102] [optim_t 0.342] [lr 0.000441] [CE 4.222 (3.926)] [KD 2.206 (2.090)] +2024-10-20 00:26:06,146 - Train: 75.74% [947500/1251000] [757.4/1000.0] [batch_t 0.419 (0.427)] [data_t 0.076] [optim_t 0.343] [lr 0.000441] [CE 3.873 (3.892)] [KD 1.994 (2.098)] +2024-10-20 00:26:27,049 - Train: 75.74% [947550/1251000] [757.4/1000.0] [batch_t 0.451 (0.418)] [data_t 0.104] [optim_t 0.346] [lr 0.000441] [CE 4.239 (3.896)] [KD 2.275 (2.104)] +2024-10-20 00:26:48,290 - Train: 75.75% [947600/1251000] [757.5/1000.0] [batch_t 0.401 (0.425)] [data_t 0.060] [optim_t 0.342] [lr 0.000441] [CE 3.878 (3.928)] [KD 2.174 (2.101)] +2024-10-20 00:27:10,041 - Train: 75.75% [947650/1251000] [757.5/1000.0] [batch_t 0.402 (0.435)] [data_t 0.059] [optim_t 0.343] [lr 0.000440] [CE 3.558 (3.931)] [KD 1.882 (2.090)] +2024-10-20 00:27:31,595 - Train: 75.76% [947700/1251000] [757.6/1000.0] [batch_t 0.429 (0.431)] [data_t 0.084] [optim_t 0.345] [lr 0.000440] [CE 4.282 (3.963)] [KD 2.259 (2.130)] +2024-10-20 00:27:52,536 - Train: 75.76% [947750/1251000] [757.6/1000.0] [batch_t 0.420 (0.419)] [data_t 0.075] [optim_t 0.344] [lr 0.000440] [CE 4.118 (3.922)] [KD 2.200 (2.117)] +2024-10-20 00:28:13,551 - Train: 75.76% [947800/1251000] [757.6/1000.0] [batch_t 0.465 (0.420)] [data_t 0.016] [optim_t 0.450] [lr 0.000440] [CE 3.736 (3.906)] [KD 1.883 (2.098)] +2024-10-20 00:28:35,748 - Train: 75.77% [947850/1251000] [757.7/1000.0] [batch_t 0.493 (0.444)] [data_t 0.015] [optim_t 0.477] [lr 0.000440] [CE 4.342 (3.857)] [KD 2.199 (2.067)] +2024-10-20 00:28:57,037 - Train: 75.77% [947900/1251000] [757.7/1000.0] [batch_t 0.400 (0.426)] [data_t 0.015] [optim_t 0.385] [lr 0.000440] [CE 4.425 (4.018)] [KD 2.341 (2.140)] +2024-10-20 00:29:18,869 - Train: 75.78% [947950/1251000] [757.8/1000.0] [batch_t 0.442 (0.437)] [data_t 0.016] [optim_t 0.426] [lr 0.000440] [CE 3.760 (3.876)] [KD 1.966 (2.099)] +2024-10-20 00:29:40,526 - Train: 75.78% [948000/1251000] [757.8/1000.0] [batch_t 0.481 (0.433)] [data_t 0.015] [optim_t 0.466] [lr 0.000440] [CE 3.721 (3.979)] [KD 1.835 (2.113)] +2024-10-20 00:30:01,993 - Train: 75.78% [948050/1251000] [757.8/1000.0] [batch_t 0.412 (0.429)] [data_t 0.016] [optim_t 0.396] [lr 0.000439] [CE 3.924 (3.889)] [KD 2.098 (2.080)] +2024-10-20 00:30:23,231 - Train: 75.79% [948100/1251000] [757.9/1000.0] [batch_t 0.425 (0.425)] [data_t 0.015] [optim_t 0.409] [lr 0.000439] [CE 3.780 (3.866)] [KD 2.054 (2.070)] +2024-10-20 00:30:44,397 - Train: 75.79% [948150/1251000] [757.9/1000.0] [batch_t 0.429 (0.423)] [data_t 0.015] [optim_t 0.414] [lr 0.000439] [CE 3.605 (3.892)] [KD 1.893 (2.079)] +2024-10-20 00:31:06,115 - Train: 75.80% [948200/1251000] [758.0/1000.0] [batch_t 0.409 (0.434)] [data_t 0.016] [optim_t 0.394] [lr 0.000439] [CE 4.048 (3.927)] [KD 2.122 (2.117)] +2024-10-20 00:31:27,286 - Train: 75.80% [948250/1251000] [758.0/1000.0] [batch_t 0.358 (0.423)] [data_t 0.015] [optim_t 0.343] [lr 0.000439] [CE 3.953 (3.908)] [KD 2.127 (2.110)] +2024-10-20 00:31:52,059 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 40568] [top5_cnt 47817] [top_all 50000] +2024-10-20 00:31:52,060 - net: 81.136 (95.634) +2024-10-20 00:32:13,515 - Test (net_E): 100.00% [50/50] [batch_t 0.143 (0.421)] [top1_cnt 41340] [top5_cnt 48134] [top_all 50000] +2024-10-20 00:32:13,516 - net_E: 82.680 (96.268) +2024-10-20 00:32:13,671 - Max [top1: 81.242 (epoch: 756)] [top1-ema: 82.762 (epoch: 753)] +2024-10-20 00:32:13,671 - ==> Total time: 5 days, 0:50:22 Eta: 1 day, 14:34:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 00:32:36,097 - Train: 75.80% [948300/1251000] [758.0/1000.0] [batch_t 0.358 (0.498)] [data_t 0.015] [optim_t 0.343] [lr 0.000439] [CE 3.322 (3.879)] [KD 1.782 (2.073)] +2024-10-20 00:32:57,630 - Train: 75.81% [948350/1251000] [758.1/1000.0] [batch_t 0.471 (0.431)] [data_t 0.015] [optim_t 0.456] [lr 0.000439] [CE 4.076 (3.834)] [KD 2.299 (2.082)] +2024-10-20 00:33:19,493 - Train: 75.81% [948400/1251000] [758.1/1000.0] [batch_t 0.477 (0.437)] [data_t 0.015] [optim_t 0.462] [lr 0.000439] [CE 4.353 (3.903)] [KD 2.290 (2.082)] +2024-10-20 00:33:41,414 - Train: 75.82% [948450/1251000] [758.2/1000.0] [batch_t 0.450 (0.438)] [data_t 0.015] [optim_t 0.435] [lr 0.000438] [CE 3.473 (3.860)] [KD 1.844 (2.055)] +2024-10-20 00:34:02,680 - Train: 75.82% [948500/1251000] [758.2/1000.0] [batch_t 0.492 (0.425)] [data_t 0.015] [optim_t 0.477] [lr 0.000438] [CE 4.144 (3.906)] [KD 2.101 (2.062)] +2024-10-20 00:34:23,378 - Train: 75.82% [948550/1251000] [758.2/1000.0] [batch_t 0.375 (0.414)] [data_t 0.015] [optim_t 0.360] [lr 0.000438] [CE 3.891 (3.893)] [KD 2.255 (2.076)] +2024-10-20 00:34:44,901 - Train: 75.83% [948600/1251000] [758.3/1000.0] [batch_t 0.422 (0.430)] [data_t 0.015] [optim_t 0.406] [lr 0.000438] [CE 4.223 (3.923)] [KD 2.279 (2.098)] +2024-10-20 00:35:06,448 - Train: 75.83% [948650/1251000] [758.3/1000.0] [batch_t 0.418 (0.431)] [data_t 0.015] [optim_t 0.403] [lr 0.000438] [CE 3.942 (3.912)] [KD 2.159 (2.087)] +2024-10-20 00:35:28,287 - Train: 75.84% [948700/1251000] [758.4/1000.0] [batch_t 0.468 (0.437)] [data_t 0.015] [optim_t 0.452] [lr 0.000438] [CE 4.188 (3.909)] [KD 2.238 (2.088)] +2024-10-20 00:35:49,979 - Train: 75.84% [948750/1251000] [758.4/1000.0] [batch_t 0.393 (0.434)] [data_t 0.015] [optim_t 0.377] [lr 0.000438] [CE 3.667 (3.965)] [KD 2.065 (2.137)] +2024-10-20 00:36:11,715 - Train: 75.84% [948800/1251000] [758.4/1000.0] [batch_t 0.395 (0.435)] [data_t 0.015] [optim_t 0.380] [lr 0.000438] [CE 3.331 (3.821)] [KD 1.890 (2.062)] +2024-10-20 00:36:33,526 - Train: 75.85% [948850/1251000] [758.5/1000.0] [batch_t 0.458 (0.436)] [data_t 0.016] [optim_t 0.443] [lr 0.000437] [CE 3.895 (3.864)] [KD 1.978 (2.063)] +2024-10-20 00:36:55,192 - Train: 75.85% [948900/1251000] [758.5/1000.0] [batch_t 0.428 (0.433)] [data_t 0.016] [optim_t 0.412] [lr 0.000437] [CE 4.211 (3.884)] [KD 2.217 (2.077)] +2024-10-20 00:37:17,491 - Train: 75.86% [948950/1251000] [758.6/1000.0] [batch_t 0.363 (0.446)] [data_t 0.015] [optim_t 0.348] [lr 0.000437] [CE 3.861 (3.873)] [KD 1.964 (2.072)] +2024-10-20 00:37:38,943 - Train: 75.86% [949000/1251000] [758.6/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.000437] [CE 4.027 (3.829)] [KD 2.250 (2.059)] +2024-10-20 00:38:00,380 - Train: 75.86% [949050/1251000] [758.6/1000.0] [batch_t 0.417 (0.429)] [data_t 0.015] [optim_t 0.402] [lr 0.000437] [CE 4.196 (3.903)] [KD 2.251 (2.113)] +2024-10-20 00:38:21,954 - Train: 75.87% [949100/1251000] [758.7/1000.0] [batch_t 0.505 (0.431)] [data_t 0.015] [optim_t 0.490] [lr 0.000437] [CE 3.663 (3.909)] [KD 2.082 (2.094)] +2024-10-20 00:38:44,393 - Train: 75.87% [949150/1251000] [758.7/1000.0] [batch_t 0.438 (0.449)] [data_t 0.015] [optim_t 0.423] [lr 0.000437] [CE 3.784 (3.876)] [KD 1.902 (2.081)] +2024-10-20 00:39:06,619 - Train: 75.88% [949200/1251000] [758.8/1000.0] [batch_t 0.452 (0.444)] [data_t 0.015] [optim_t 0.436] [lr 0.000436] [CE 3.819 (3.941)] [KD 1.897 (2.102)] +2024-10-20 00:39:27,504 - Train: 75.88% [949250/1251000] [758.8/1000.0] [batch_t 0.555 (0.418)] [data_t 0.015] [optim_t 0.539] [lr 0.000436] [CE 3.364 (3.931)] [KD 1.905 (2.128)] +2024-10-20 00:39:48,548 - Train: 75.88% [949300/1251000] [758.8/1000.0] [batch_t 0.363 (0.421)] [data_t 0.016] [optim_t 0.347] [lr 0.000436] [CE 3.610 (3.870)] [KD 1.835 (2.078)] +2024-10-20 00:40:09,534 - Train: 75.89% [949350/1251000] [758.9/1000.0] [batch_t 0.366 (0.420)] [data_t 0.015] [optim_t 0.351] [lr 0.000436] [CE 3.900 (3.945)] [KD 2.221 (2.123)] +2024-10-20 00:40:31,390 - Train: 75.89% [949400/1251000] [758.9/1000.0] [batch_t 0.486 (0.437)] [data_t 0.015] [optim_t 0.471] [lr 0.000436] [CE 3.997 (3.848)] [KD 2.152 (2.047)] +2024-10-20 00:40:52,924 - Train: 75.90% [949450/1251000] [759.0/1000.0] [batch_t 0.472 (0.431)] [data_t 0.015] [optim_t 0.456] [lr 0.000436] [CE 3.573 (3.870)] [KD 1.985 (2.039)] +2024-10-20 00:41:13,879 - Train: 75.90% [949500/1251000] [759.0/1000.0] [batch_t 0.359 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.000436] [CE 3.752 (3.918)] [KD 2.085 (2.097)] +2024-10-20 00:41:39,491 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.444)] [top1_cnt 40494] [top5_cnt 47834] [top_all 50000] +2024-10-20 00:41:39,491 - net: 80.988 (95.668) +2024-10-20 00:42:01,173 - Test (net_E): 100.00% [50/50] [batch_t 0.131 (0.428)] [top1_cnt 41369] [top5_cnt 48146] [top_all 50000] +2024-10-20 00:42:01,174 - net_E: 82.738 (96.292) +2024-10-20 00:42:01,311 - Max [top1: 81.242 (epoch: 756)] [top1-ema: 82.762 (epoch: 753)] +2024-10-20 00:42:01,312 - ==> Total time: 5 days, 1:00:09 Eta: 1 day, 14:25:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 00:42:25,632 - Train: 75.90% [949550/1251000] [759.0/1000.0] [batch_t 0.360 (0.433)] [data_t 0.016] [optim_t 0.344] [lr 0.000436] [CE 3.833 (3.938)] [KD 1.910 (2.084)] +2024-10-20 00:42:46,347 - Train: 75.91% [949600/1251000] [759.1/1000.0] [batch_t 0.406 (0.414)] [data_t 0.015] [optim_t 0.391] [lr 0.000435] [CE 4.545 (3.946)] [KD 2.474 (2.096)] +2024-10-20 00:43:07,929 - Train: 75.91% [949650/1251000] [759.1/1000.0] [batch_t 0.482 (0.432)] [data_t 0.015] [optim_t 0.466] [lr 0.000435] [CE 4.083 (3.873)] [KD 2.143 (2.086)] +2024-10-20 00:43:30,054 - Train: 75.92% [949700/1251000] [759.2/1000.0] [batch_t 0.535 (0.442)] [data_t 0.015] [optim_t 0.520] [lr 0.000435] [CE 3.613 (3.902)] [KD 1.968 (2.074)] +2024-10-20 00:43:52,338 - Train: 75.92% [949750/1251000] [759.2/1000.0] [batch_t 0.444 (0.446)] [data_t 0.015] [optim_t 0.429] [lr 0.000435] [CE 3.825 (3.933)] [KD 2.220 (2.086)] +2024-10-20 00:44:14,412 - Train: 75.92% [949800/1251000] [759.2/1000.0] [batch_t 0.455 (0.441)] [data_t 0.015] [optim_t 0.439] [lr 0.000435] [CE 4.095 (3.919)] [KD 2.170 (2.092)] +2024-10-20 00:44:36,371 - Train: 75.93% [949850/1251000] [759.3/1000.0] [batch_t 0.427 (0.439)] [data_t 0.015] [optim_t 0.412] [lr 0.000435] [CE 3.822 (3.838)] [KD 1.983 (2.056)] +2024-10-20 00:44:58,092 - Train: 75.93% [949900/1251000] [759.3/1000.0] [batch_t 0.363 (0.434)] [data_t 0.015] [optim_t 0.347] [lr 0.000435] [CE 4.142 (3.856)] [KD 2.270 (2.073)] +2024-10-20 00:45:19,368 - Train: 75.94% [949950/1251000] [759.4/1000.0] [batch_t 0.534 (0.425)] [data_t 0.016] [optim_t 0.519] [lr 0.000435] [CE 4.110 (3.886)] [KD 2.279 (2.077)] +2024-10-20 00:45:41,377 - Train: 75.94% [950000/1251000] [759.4/1000.0] [batch_t 0.477 (0.440)] [data_t 0.015] [optim_t 0.461] [lr 0.000434] [CE 3.983 (3.789)] [KD 2.161 (2.025)] +2024-10-20 00:46:03,609 - Train: 75.94% [950050/1251000] [759.4/1000.0] [batch_t 0.501 (0.445)] [data_t 0.015] [optim_t 0.486] [lr 0.000434] [CE 4.085 (3.898)] [KD 2.209 (2.107)] +2024-10-20 00:46:25,935 - Train: 75.95% [950100/1251000] [759.5/1000.0] [batch_t 0.410 (0.446)] [data_t 0.015] [optim_t 0.394] [lr 0.000434] [CE 3.836 (3.865)] [KD 1.887 (2.093)] +2024-10-20 00:46:48,040 - Train: 75.95% [950150/1251000] [759.5/1000.0] [batch_t 0.394 (0.442)] [data_t 0.015] [optim_t 0.378] [lr 0.000434] [CE 3.686 (3.838)] [KD 1.993 (2.057)] +2024-10-20 00:47:09,706 - Train: 75.96% [950200/1251000] [759.6/1000.0] [batch_t 0.465 (0.433)] [data_t 0.015] [optim_t 0.450] [lr 0.000434] [CE 4.141 (3.859)] [KD 2.215 (2.081)] +2024-10-20 00:47:32,188 - Train: 75.96% [950250/1251000] [759.6/1000.0] [batch_t 0.433 (0.450)] [data_t 0.016] [optim_t 0.418] [lr 0.000434] [CE 3.687 (3.900)] [KD 1.972 (2.092)] +2024-10-20 00:47:54,404 - Train: 75.96% [950300/1251000] [759.6/1000.0] [batch_t 0.422 (0.444)] [data_t 0.015] [optim_t 0.407] [lr 0.000434] [CE 3.922 (3.877)] [KD 2.060 (2.081)] +2024-10-20 00:48:15,815 - Train: 75.97% [950350/1251000] [759.7/1000.0] [batch_t 0.460 (0.428)] [data_t 0.015] [optim_t 0.444] [lr 0.000434] [CE 4.466 (3.984)] [KD 2.391 (2.102)] +2024-10-20 00:48:37,562 - Train: 75.97% [950400/1251000] [759.7/1000.0] [batch_t 0.377 (0.435)] [data_t 0.016] [optim_t 0.362] [lr 0.000433] [CE 3.773 (3.869)] [KD 2.129 (2.053)] +2024-10-20 00:48:59,026 - Train: 75.98% [950450/1251000] [759.8/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.000433] [CE 4.255 (3.863)] [KD 2.290 (2.063)] +2024-10-20 00:49:20,481 - Train: 75.98% [950500/1251000] [759.8/1000.0] [batch_t 0.380 (0.429)] [data_t 0.015] [optim_t 0.364] [lr 0.000433] [CE 4.209 (3.869)] [KD 2.374 (2.073)] +2024-10-20 00:49:42,134 - Train: 75.98% [950550/1251000] [759.8/1000.0] [batch_t 0.516 (0.433)] [data_t 0.016] [optim_t 0.500] [lr 0.000433] [CE 3.959 (3.856)] [KD 2.095 (2.072)] +2024-10-20 00:50:02,865 - Train: 75.99% [950600/1251000] [759.9/1000.0] [batch_t 0.396 (0.414)] [data_t 0.015] [optim_t 0.380] [lr 0.000433] [CE 3.919 (3.844)] [KD 1.948 (2.042)] +2024-10-20 00:50:23,645 - Train: 75.99% [950650/1251000] [759.9/1000.0] [batch_t 0.405 (0.415)] [data_t 0.015] [optim_t 0.389] [lr 0.000433] [CE 4.193 (3.852)] [KD 2.183 (2.054)] +2024-10-20 00:50:44,868 - Train: 76.00% [950700/1251000] [760.0/1000.0] [batch_t 0.412 (0.424)] [data_t 0.015] [optim_t 0.397] [lr 0.000433] [CE 3.776 (3.915)] [KD 1.995 (2.065)] +2024-10-20 00:51:07,078 - Train: 76.00% [950750/1251000] [760.0/1000.0] [batch_t 0.365 (0.444)] [data_t 0.015] [optim_t 0.349] [lr 0.000433] [CE 4.044 (3.865)] [KD 2.068 (2.039)] +2024-10-20 00:51:32,570 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40534] [top5_cnt 47788] [top_all 50000] +2024-10-20 00:51:32,570 - net: 81.068 (95.576) +2024-10-20 00:51:54,550 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 41378] [top5_cnt 48151] [top_all 50000] +2024-10-20 00:51:54,550 - net_E: 82.756 (96.302) +2024-10-20 00:51:54,726 - Max [top1: 81.242 (epoch: 756)] [top1-ema: 82.762 (epoch: 753)] +2024-10-20 00:51:54,727 - ==> Total time: 5 days, 1:10:03 Eta: 1 day, 14:15:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 00:52:16,448 - Train: 76.00% [950800/1251000] [760.0/1000.0] [batch_t 0.363 (0.508)] [data_t 0.015] [optim_t 0.347] [lr 0.000432] [CE 3.761 (3.914)] [KD 1.957 (2.086)] +2024-10-20 00:52:37,555 - Train: 76.01% [950850/1251000] [760.1/1000.0] [batch_t 0.433 (0.422)] [data_t 0.015] [optim_t 0.417] [lr 0.000432] [CE 4.476 (3.883)] [KD 2.465 (2.074)] +2024-10-20 00:52:58,199 - Train: 76.01% [950900/1251000] [760.1/1000.0] [batch_t 0.401 (0.413)] [data_t 0.016] [optim_t 0.385] [lr 0.000432] [CE 3.762 (3.906)] [KD 2.090 (2.088)] +2024-10-20 00:53:19,875 - Train: 76.02% [950950/1251000] [760.2/1000.0] [batch_t 0.453 (0.433)] [data_t 0.107] [optim_t 0.346] [lr 0.000432] [CE 4.067 (3.943)] [KD 2.116 (2.128)] +2024-10-20 00:53:41,495 - Train: 76.02% [951000/1251000] [760.2/1000.0] [batch_t 0.412 (0.432)] [data_t 0.065] [optim_t 0.347] [lr 0.000432] [CE 3.927 (3.920)] [KD 2.131 (2.064)] +2024-10-20 00:54:02,514 - Train: 76.02% [951050/1251000] [760.2/1000.0] [batch_t 0.435 (0.420)] [data_t 0.087] [optim_t 0.347] [lr 0.000432] [CE 4.056 (3.872)] [KD 2.146 (2.052)] +2024-10-20 00:54:23,730 - Train: 76.03% [951100/1251000] [760.3/1000.0] [batch_t 0.383 (0.424)] [data_t 0.037] [optim_t 0.346] [lr 0.000432] [CE 4.191 (3.968)] [KD 2.236 (2.106)] +2024-10-20 00:54:44,898 - Train: 76.03% [951150/1251000] [760.3/1000.0] [batch_t 0.418 (0.423)] [data_t 0.075] [optim_t 0.343] [lr 0.000431] [CE 3.976 (3.876)] [KD 2.047 (2.076)] +2024-10-20 00:55:06,327 - Train: 76.04% [951200/1251000] [760.4/1000.0] [batch_t 0.474 (0.428)] [data_t 0.015] [optim_t 0.459] [lr 0.000431] [CE 3.843 (3.974)] [KD 2.050 (2.128)] +2024-10-20 00:55:28,078 - Train: 76.04% [951250/1251000] [760.4/1000.0] [batch_t 0.468 (0.435)] [data_t 0.015] [optim_t 0.453] [lr 0.000431] [CE 4.033 (3.864)] [KD 2.186 (2.073)] +2024-10-20 00:55:49,349 - Train: 76.04% [951300/1251000] [760.4/1000.0] [batch_t 0.424 (0.425)] [data_t 0.015] [optim_t 0.408] [lr 0.000431] [CE 4.359 (3.943)] [KD 2.361 (2.111)] +2024-10-20 00:56:10,459 - Train: 76.05% [951350/1251000] [760.5/1000.0] [batch_t 0.477 (0.422)] [data_t 0.016] [optim_t 0.462] [lr 0.000431] [CE 3.755 (3.913)] [KD 2.078 (2.096)] +2024-10-20 00:56:31,928 - Train: 76.05% [951400/1251000] [760.5/1000.0] [batch_t 0.363 (0.429)] [data_t 0.015] [optim_t 0.347] [lr 0.000431] [CE 4.178 (3.878)] [KD 2.218 (2.070)] +2024-10-20 00:56:53,037 - Train: 76.06% [951450/1251000] [760.6/1000.0] [batch_t 0.437 (0.422)] [data_t 0.092] [optim_t 0.345] [lr 0.000431] [CE 3.870 (3.933)] [KD 1.930 (2.082)] +2024-10-20 00:57:13,724 - Train: 76.06% [951500/1251000] [760.6/1000.0] [batch_t 0.396 (0.414)] [data_t 0.016] [optim_t 0.380] [lr 0.000431] [CE 3.743 (3.867)] [KD 2.070 (2.052)] +2024-10-20 00:57:35,192 - Train: 76.06% [951550/1251000] [760.6/1000.0] [batch_t 0.500 (0.429)] [data_t 0.015] [optim_t 0.484] [lr 0.000430] [CE 4.294 (3.939)] [KD 2.143 (2.114)] +2024-10-20 00:57:56,892 - Train: 76.07% [951600/1251000] [760.7/1000.0] [batch_t 0.404 (0.434)] [data_t 0.016] [optim_t 0.388] [lr 0.000430] [CE 3.895 (3.893)] [KD 2.086 (2.091)] +2024-10-20 00:58:18,668 - Train: 76.07% [951650/1251000] [760.7/1000.0] [batch_t 0.363 (0.435)] [data_t 0.016] [optim_t 0.347] [lr 0.000430] [CE 4.070 (3.888)] [KD 2.208 (2.077)] +2024-10-20 00:58:39,856 - Train: 76.08% [951700/1251000] [760.8/1000.0] [batch_t 0.496 (0.424)] [data_t 0.015] [optim_t 0.481] [lr 0.000430] [CE 3.663 (3.881)] [KD 1.972 (2.074)] +2024-10-20 00:59:01,612 - Train: 76.08% [951750/1251000] [760.8/1000.0] [batch_t 0.492 (0.435)] [data_t 0.016] [optim_t 0.477] [lr 0.000430] [CE 3.907 (3.876)] [KD 2.106 (2.069)] +2024-10-20 00:59:23,142 - Train: 76.08% [951800/1251000] [760.8/1000.0] [batch_t 0.429 (0.430)] [data_t 0.015] [optim_t 0.414] [lr 0.000430] [CE 4.017 (3.905)] [KD 2.268 (2.096)] +2024-10-20 00:59:44,736 - Train: 76.09% [951850/1251000] [760.9/1000.0] [batch_t 0.421 (0.432)] [data_t 0.016] [optim_t 0.405] [lr 0.000430] [CE 3.790 (3.956)] [KD 2.077 (2.125)] +2024-10-20 01:00:06,104 - Train: 76.09% [951900/1251000] [760.9/1000.0] [batch_t 0.508 (0.427)] [data_t 0.015] [optim_t 0.492] [lr 0.000430] [CE 3.834 (3.903)] [KD 1.945 (2.091)] +2024-10-20 01:00:27,239 - Train: 76.10% [951950/1251000] [761.0/1000.0] [batch_t 0.386 (0.423)] [data_t 0.016] [optim_t 0.371] [lr 0.000429] [CE 3.714 (3.897)] [KD 1.854 (2.080)] +2024-10-20 01:00:48,665 - Train: 76.10% [952000/1251000] [761.0/1000.0] [batch_t 0.364 (0.428)] [data_t 0.015] [optim_t 0.349] [lr 0.000429] [CE 3.977 (3.899)] [KD 2.224 (2.096)] +2024-10-20 01:01:14,204 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 40550] [top5_cnt 47848] [top_all 50000] +2024-10-20 01:01:14,204 - net: 81.100 (95.696) +2024-10-20 01:01:35,876 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41395] [top5_cnt 48143] [top_all 50000] +2024-10-20 01:01:35,876 - net_E: 82.790 (96.286) +2024-10-20 01:01:36,073 - Max [top1: 81.242 (epoch: 756)] [top1-ema: 82.790 (epoch: 761)] +2024-10-20 01:01:36,073 - ==> Total time: 5 days, 1:19:44 Eta: 1 day, 14:06:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 01:01:58,278 - Train: 76.10% [952050/1251000] [761.0/1000.0] [batch_t 0.362 (0.447)] [data_t 0.016] [optim_t 0.347] [lr 0.000429] [CE 4.179 (3.883)] [KD 2.122 (2.070)] +2024-10-20 01:02:20,612 - Train: 76.11% [952100/1251000] [761.1/1000.0] [batch_t 0.520 (0.447)] [data_t 0.015] [optim_t 0.504] [lr 0.000429] [CE 3.974 (3.937)] [KD 2.243 (2.058)] +2024-10-20 01:02:43,101 - Train: 76.11% [952150/1251000] [761.1/1000.0] [batch_t 0.499 (0.450)] [data_t 0.015] [optim_t 0.483] [lr 0.000429] [CE 3.632 (3.957)] [KD 1.980 (2.115)] +2024-10-20 01:03:05,135 - Train: 76.12% [952200/1251000] [761.2/1000.0] [batch_t 0.463 (0.441)] [data_t 0.016] [optim_t 0.447] [lr 0.000429] [CE 4.043 (3.861)] [KD 2.044 (2.080)] +2024-10-20 01:03:27,162 - Train: 76.12% [952250/1251000] [761.2/1000.0] [batch_t 0.423 (0.440)] [data_t 0.015] [optim_t 0.408] [lr 0.000429] [CE 3.911 (3.904)] [KD 2.097 (2.080)] +2024-10-20 01:03:48,267 - Train: 76.12% [952300/1251000] [761.2/1000.0] [batch_t 0.402 (0.422)] [data_t 0.015] [optim_t 0.386] [lr 0.000429] [CE 3.639 (3.931)] [KD 2.034 (2.069)] +2024-10-20 01:04:09,295 - Train: 76.13% [952350/1251000] [761.3/1000.0] [batch_t 0.402 (0.420)] [data_t 0.015] [optim_t 0.386] [lr 0.000428] [CE 4.193 (3.869)] [KD 2.287 (2.055)] +2024-10-20 01:04:31,340 - Train: 76.13% [952400/1251000] [761.3/1000.0] [batch_t 0.470 (0.441)] [data_t 0.015] [optim_t 0.455] [lr 0.000428] [CE 3.488 (3.820)] [KD 1.919 (2.054)] +2024-10-20 01:04:53,656 - Train: 76.14% [952450/1251000] [761.4/1000.0] [batch_t 0.466 (0.446)] [data_t 0.015] [optim_t 0.451] [lr 0.000428] [CE 3.871 (3.890)] [KD 1.974 (2.073)] +2024-10-20 01:05:16,027 - Train: 76.14% [952500/1251000] [761.4/1000.0] [batch_t 0.415 (0.447)] [data_t 0.015] [optim_t 0.400] [lr 0.000428] [CE 3.823 (3.861)] [KD 2.003 (2.042)] +2024-10-20 01:05:37,967 - Train: 76.14% [952550/1251000] [761.4/1000.0] [batch_t 0.412 (0.439)] [data_t 0.015] [optim_t 0.397] [lr 0.000428] [CE 4.207 (3.944)] [KD 2.258 (2.095)] +2024-10-20 01:05:59,433 - Train: 76.15% [952600/1251000] [761.5/1000.0] [batch_t 0.391 (0.429)] [data_t 0.015] [optim_t 0.376] [lr 0.000428] [CE 3.889 (3.871)] [KD 2.124 (2.076)] +2024-10-20 01:06:20,693 - Train: 76.15% [952650/1251000] [761.5/1000.0] [batch_t 0.425 (0.425)] [data_t 0.016] [optim_t 0.409] [lr 0.000428] [CE 4.230 (3.849)] [KD 2.177 (2.036)] +2024-10-20 01:06:42,002 - Train: 76.16% [952700/1251000] [761.6/1000.0] [batch_t 0.408 (0.426)] [data_t 0.015] [optim_t 0.393] [lr 0.000428] [CE 4.299 (3.852)] [KD 2.393 (2.073)] +2024-10-20 01:07:03,388 - Train: 76.16% [952750/1251000] [761.6/1000.0] [batch_t 0.436 (0.428)] [data_t 0.016] [optim_t 0.420] [lr 0.000427] [CE 4.170 (3.871)] [KD 2.062 (2.069)] +2024-10-20 01:07:25,694 - Train: 76.16% [952800/1251000] [761.6/1000.0] [batch_t 0.456 (0.446)] [data_t 0.015] [optim_t 0.440] [lr 0.000427] [CE 4.016 (3.826)] [KD 2.260 (2.032)] +2024-10-20 01:07:48,161 - Train: 76.17% [952850/1251000] [761.7/1000.0] [batch_t 0.461 (0.449)] [data_t 0.016] [optim_t 0.445] [lr 0.000427] [CE 3.711 (3.919)] [KD 2.090 (2.114)] +2024-10-20 01:08:09,941 - Train: 76.17% [952900/1251000] [761.7/1000.0] [batch_t 0.405 (0.435)] [data_t 0.015] [optim_t 0.390] [lr 0.000427] [CE 4.347 (3.936)] [KD 2.228 (2.105)] +2024-10-20 01:08:32,052 - Train: 76.18% [952950/1251000] [761.8/1000.0] [batch_t 0.461 (0.442)] [data_t 0.016] [optim_t 0.445] [lr 0.000427] [CE 3.835 (3.865)] [KD 2.052 (2.065)] +2024-10-20 01:08:54,103 - Train: 76.18% [953000/1251000] [761.8/1000.0] [batch_t 0.473 (0.441)] [data_t 0.016] [optim_t 0.457] [lr 0.000427] [CE 3.809 (3.854)] [KD 1.968 (2.037)] +2024-10-20 01:09:15,862 - Train: 76.18% [953050/1251000] [761.8/1000.0] [batch_t 0.425 (0.435)] [data_t 0.015] [optim_t 0.410] [lr 0.000427] [CE 4.079 (3.879)] [KD 2.156 (2.075)] +2024-10-20 01:09:38,015 - Train: 76.19% [953100/1251000] [761.9/1000.0] [batch_t 0.362 (0.443)] [data_t 0.015] [optim_t 0.346] [lr 0.000427] [CE 4.085 (3.915)] [KD 2.186 (2.096)] +2024-10-20 01:09:59,536 - Train: 76.19% [953150/1251000] [761.9/1000.0] [batch_t 0.416 (0.430)] [data_t 0.015] [optim_t 0.400] [lr 0.000426] [CE 3.663 (3.878)] [KD 2.026 (2.081)] +2024-10-20 01:10:21,574 - Train: 76.20% [953200/1251000] [762.0/1000.0] [batch_t 0.402 (0.441)] [data_t 0.015] [optim_t 0.387] [lr 0.000426] [CE 3.840 (3.811)] [KD 2.123 (2.062)] +2024-10-20 01:10:43,274 - Train: 76.20% [953250/1251000] [762.0/1000.0] [batch_t 0.383 (0.434)] [data_t 0.015] [optim_t 0.367] [lr 0.000426] [CE 3.885 (3.938)] [KD 2.199 (2.137)] +2024-10-20 01:11:08,629 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40569] [top5_cnt 47822] [top_all 50000] +2024-10-20 01:11:08,630 - net: 81.138 (95.644) +2024-10-20 01:11:29,498 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 41383] [top5_cnt 48156] [top_all 50000] +2024-10-20 01:11:29,499 - net_E: 82.766 (96.312) +2024-10-20 01:11:29,635 - Max [top1: 81.242 (epoch: 756)] [top1-ema: 82.790 (epoch: 761)] +2024-10-20 01:11:29,635 - ==> Total time: 5 days, 1:29:38 Eta: 1 day, 13:56:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 01:11:50,450 - Train: 76.20% [953300/1251000] [762.0/1000.0] [batch_t 0.363 (0.511)] [data_t 0.015] [optim_t 0.347] [lr 0.000426] [CE 3.726 (3.872)] [KD 1.927 (2.065)] +2024-10-20 01:12:10,957 - Train: 76.21% [953350/1251000] [762.1/1000.0] [batch_t 0.442 (0.410)] [data_t 0.015] [optim_t 0.426] [lr 0.000426] [CE 3.471 (3.948)] [KD 1.850 (2.100)] +2024-10-20 01:12:32,291 - Train: 76.21% [953400/1251000] [762.1/1000.0] [batch_t 0.470 (0.427)] [data_t 0.015] [optim_t 0.454] [lr 0.000426] [CE 4.251 (3.946)] [KD 2.244 (2.090)] +2024-10-20 01:12:54,550 - Train: 76.22% [953450/1251000] [762.2/1000.0] [batch_t 0.453 (0.445)] [data_t 0.016] [optim_t 0.437] [lr 0.000426] [CE 4.361 (3.936)] [KD 2.331 (2.105)] +2024-10-20 01:13:16,966 - Train: 76.22% [953500/1251000] [762.2/1000.0] [batch_t 0.440 (0.448)] [data_t 0.016] [optim_t 0.425] [lr 0.000426] [CE 3.910 (3.886)] [KD 1.923 (2.060)] +2024-10-20 01:13:38,241 - Train: 76.22% [953550/1251000] [762.2/1000.0] [batch_t 0.423 (0.425)] [data_t 0.015] [optim_t 0.408] [lr 0.000425] [CE 3.604 (3.830)] [KD 1.974 (2.045)] +2024-10-20 01:13:59,244 - Train: 76.23% [953600/1251000] [762.3/1000.0] [batch_t 0.513 (0.420)] [data_t 0.015] [optim_t 0.498] [lr 0.000425] [CE 3.901 (3.935)] [KD 2.098 (2.100)] +2024-10-20 01:14:20,385 - Train: 76.23% [953650/1251000] [762.3/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.348] [lr 0.000425] [CE 4.107 (3.914)] [KD 1.925 (2.088)] +2024-10-20 01:14:41,634 - Train: 76.24% [953700/1251000] [762.4/1000.0] [batch_t 0.400 (0.425)] [data_t 0.016] [optim_t 0.384] [lr 0.000425] [CE 3.669 (3.922)] [KD 1.836 (2.071)] +2024-10-20 01:15:02,966 - Train: 76.24% [953750/1251000] [762.4/1000.0] [batch_t 0.381 (0.427)] [data_t 0.015] [optim_t 0.366] [lr 0.000425] [CE 4.035 (3.871)] [KD 2.159 (2.040)] +2024-10-20 01:15:24,660 - Train: 76.24% [953800/1251000] [762.4/1000.0] [batch_t 0.399 (0.434)] [data_t 0.016] [optim_t 0.384] [lr 0.000425] [CE 4.076 (3.842)] [KD 2.135 (2.029)] +2024-10-20 01:15:46,458 - Train: 76.25% [953850/1251000] [762.5/1000.0] [batch_t 0.481 (0.436)] [data_t 0.016] [optim_t 0.465] [lr 0.000425] [CE 3.874 (3.853)] [KD 1.996 (2.033)] +2024-10-20 01:16:07,870 - Train: 76.25% [953900/1251000] [762.5/1000.0] [batch_t 0.396 (0.428)] [data_t 0.016] [optim_t 0.381] [lr 0.000425] [CE 3.882 (3.862)] [KD 2.082 (2.059)] +2024-10-20 01:16:29,555 - Train: 76.25% [953950/1251000] [762.5/1000.0] [batch_t 0.486 (0.434)] [data_t 0.016] [optim_t 0.471] [lr 0.000424] [CE 4.142 (3.935)] [KD 2.275 (2.100)] +2024-10-20 01:16:50,805 - Train: 76.26% [954000/1251000] [762.6/1000.0] [batch_t 0.415 (0.425)] [data_t 0.016] [optim_t 0.400] [lr 0.000424] [CE 3.860 (3.879)] [KD 2.066 (2.050)] +2024-10-20 01:17:12,092 - Train: 76.26% [954050/1251000] [762.6/1000.0] [batch_t 0.404 (0.426)] [data_t 0.016] [optim_t 0.389] [lr 0.000424] [CE 3.652 (3.869)] [KD 1.979 (2.088)] +2024-10-20 01:17:33,264 - Train: 76.27% [954100/1251000] [762.7/1000.0] [batch_t 0.413 (0.423)] [data_t 0.016] [optim_t 0.398] [lr 0.000424] [CE 3.705 (3.954)] [KD 2.022 (2.104)] +2024-10-20 01:17:54,298 - Train: 76.27% [954150/1251000] [762.7/1000.0] [batch_t 0.394 (0.421)] [data_t 0.016] [optim_t 0.379] [lr 0.000424] [CE 3.956 (3.898)] [KD 1.985 (2.057)] +2024-10-20 01:18:16,046 - Train: 76.27% [954200/1251000] [762.7/1000.0] [batch_t 0.576 (0.435)] [data_t 0.015] [optim_t 0.561] [lr 0.000424] [CE 3.932 (3.933)] [KD 1.946 (2.081)] +2024-10-20 01:18:38,302 - Train: 76.28% [954250/1251000] [762.8/1000.0] [batch_t 0.509 (0.445)] [data_t 0.015] [optim_t 0.494] [lr 0.000424] [CE 4.093 (3.928)] [KD 2.184 (2.103)] +2024-10-20 01:19:01,104 - Train: 76.28% [954300/1251000] [762.8/1000.0] [batch_t 0.513 (0.456)] [data_t 0.015] [optim_t 0.498] [lr 0.000423] [CE 3.606 (3.902)] [KD 1.965 (2.092)] +2024-10-20 01:19:23,446 - Train: 76.29% [954350/1251000] [762.9/1000.0] [batch_t 0.434 (0.447)] [data_t 0.015] [optim_t 0.418] [lr 0.000423] [CE 4.193 (3.978)] [KD 2.324 (2.137)] +2024-10-20 01:19:46,054 - Train: 76.29% [954400/1251000] [762.9/1000.0] [batch_t 0.448 (0.452)] [data_t 0.015] [optim_t 0.432] [lr 0.000423] [CE 3.601 (3.945)] [KD 1.834 (2.110)] +2024-10-20 01:20:08,546 - Train: 76.29% [954450/1251000] [762.9/1000.0] [batch_t 0.470 (0.450)] [data_t 0.015] [optim_t 0.455] [lr 0.000423] [CE 3.760 (3.933)] [KD 2.024 (2.103)] +2024-10-20 01:20:29,908 - Train: 76.30% [954500/1251000] [763.0/1000.0] [batch_t 0.402 (0.427)] [data_t 0.015] [optim_t 0.387] [lr 0.000423] [CE 3.814 (3.851)] [KD 2.126 (2.049)] +2024-10-20 01:20:56,980 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.441)] [top1_cnt 40442] [top5_cnt 47792] [top_all 50000] +2024-10-20 01:20:56,980 - net: 80.884 (95.584) +2024-10-20 01:21:18,519 - Test (net_E): 100.00% [50/50] [batch_t 0.139 (0.425)] [top1_cnt 41388] [top5_cnt 48157] [top_all 50000] +2024-10-20 01:21:18,520 - net_E: 82.776 (96.314) +2024-10-20 01:21:18,665 - Max [top1: 81.242 (epoch: 756)] [top1-ema: 82.790 (epoch: 761)] +2024-10-20 01:21:18,665 - ==> Total time: 5 days, 1:39:27 Eta: 1 day, 13:47:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 01:21:39,182 - Train: 76.30% [954550/1251000] [763.0/1000.0] [batch_t 0.362 (0.511)] [data_t 0.015] [optim_t 0.347] [lr 0.000423] [CE 3.510 (3.849)] [KD 1.908 (2.038)] +2024-10-20 01:21:59,281 - Train: 76.31% [954600/1251000] [763.1/1000.0] [batch_t 0.460 (0.402)] [data_t 0.015] [optim_t 0.445] [lr 0.000423] [CE 3.412 (3.886)] [KD 1.810 (2.066)] +2024-10-20 01:22:20,761 - Train: 76.31% [954650/1251000] [763.1/1000.0] [batch_t 0.437 (0.429)] [data_t 0.015] [optim_t 0.421] [lr 0.000423] [CE 3.907 (3.896)] [KD 2.068 (2.066)] +2024-10-20 01:22:41,951 - Train: 76.31% [954700/1251000] [763.1/1000.0] [batch_t 0.410 (0.424)] [data_t 0.015] [optim_t 0.394] [lr 0.000422] [CE 3.934 (3.844)] [KD 2.080 (2.037)] +2024-10-20 01:23:03,421 - Train: 76.32% [954750/1251000] [763.2/1000.0] [batch_t 0.388 (0.429)] [data_t 0.015] [optim_t 0.372] [lr 0.000422] [CE 3.805 (3.895)] [KD 1.970 (2.062)] +2024-10-20 01:23:24,618 - Train: 76.32% [954800/1251000] [763.2/1000.0] [batch_t 0.421 (0.424)] [data_t 0.015] [optim_t 0.405] [lr 0.000422] [CE 3.556 (3.865)] [KD 1.857 (2.045)] +2024-10-20 01:23:45,705 - Train: 76.33% [954850/1251000] [763.3/1000.0] [batch_t 0.404 (0.422)] [data_t 0.016] [optim_t 0.388] [lr 0.000422] [CE 4.056 (3.907)] [KD 2.201 (2.067)] +2024-10-20 01:24:07,436 - Train: 76.33% [954900/1251000] [763.3/1000.0] [batch_t 0.398 (0.434)] [data_t 0.015] [optim_t 0.383] [lr 0.000422] [CE 4.135 (3.898)] [KD 2.239 (2.083)] +2024-10-20 01:24:28,791 - Train: 76.33% [954950/1251000] [763.3/1000.0] [batch_t 0.524 (0.427)] [data_t 0.015] [optim_t 0.508] [lr 0.000422] [CE 3.555 (3.862)] [KD 1.814 (2.035)] +2024-10-20 01:24:50,849 - Train: 76.34% [955000/1251000] [763.4/1000.0] [batch_t 0.457 (0.441)] [data_t 0.015] [optim_t 0.441] [lr 0.000422] [CE 3.397 (3.897)] [KD 1.876 (2.078)] +2024-10-20 01:25:12,176 - Train: 76.34% [955050/1251000] [763.4/1000.0] [batch_t 0.367 (0.426)] [data_t 0.015] [optim_t 0.352] [lr 0.000422] [CE 3.916 (3.974)] [KD 2.003 (2.117)] +2024-10-20 01:25:33,772 - Train: 76.35% [955100/1251000] [763.5/1000.0] [batch_t 0.502 (0.432)] [data_t 0.015] [optim_t 0.487] [lr 0.000421] [CE 4.056 (3.889)] [KD 2.200 (2.107)] +2024-10-20 01:25:54,974 - Train: 76.35% [955150/1251000] [763.5/1000.0] [batch_t 0.398 (0.424)] [data_t 0.015] [optim_t 0.383] [lr 0.000421] [CE 3.797 (3.897)] [KD 1.973 (2.082)] +2024-10-20 01:26:16,850 - Train: 76.35% [955200/1251000] [763.5/1000.0] [batch_t 0.468 (0.437)] [data_t 0.015] [optim_t 0.453] [lr 0.000421] [CE 4.033 (3.827)] [KD 2.090 (2.040)] +2024-10-20 01:26:39,198 - Train: 76.36% [955250/1251000] [763.6/1000.0] [batch_t 0.495 (0.447)] [data_t 0.015] [optim_t 0.480] [lr 0.000421] [CE 4.058 (3.950)] [KD 2.106 (2.106)] +2024-10-20 01:27:01,257 - Train: 76.36% [955300/1251000] [763.6/1000.0] [batch_t 0.364 (0.441)] [data_t 0.016] [optim_t 0.348] [lr 0.000421] [CE 3.085 (3.823)] [KD 1.680 (2.034)] +2024-10-20 01:27:23,128 - Train: 76.37% [955350/1251000] [763.7/1000.0] [batch_t 0.407 (0.437)] [data_t 0.015] [optim_t 0.392] [lr 0.000421] [CE 4.316 (3.905)] [KD 2.198 (2.096)] +2024-10-20 01:27:44,679 - Train: 76.37% [955400/1251000] [763.7/1000.0] [batch_t 0.499 (0.431)] [data_t 0.015] [optim_t 0.484] [lr 0.000421] [CE 4.006 (3.862)] [KD 2.046 (2.082)] +2024-10-20 01:28:05,555 - Train: 76.37% [955450/1251000] [763.7/1000.0] [batch_t 0.377 (0.417)] [data_t 0.015] [optim_t 0.362] [lr 0.000421] [CE 3.980 (3.892)] [KD 2.147 (2.063)] +2024-10-20 01:28:26,525 - Train: 76.38% [955500/1251000] [763.8/1000.0] [batch_t 0.437 (0.419)] [data_t 0.015] [optim_t 0.421] [lr 0.000420] [CE 4.142 (3.882)] [KD 2.087 (2.064)] +2024-10-20 01:28:47,904 - Train: 76.38% [955550/1251000] [763.8/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.000420] [CE 4.168 (3.946)] [KD 2.316 (2.116)] +2024-10-20 01:29:08,500 - Train: 76.39% [955600/1251000] [763.9/1000.0] [batch_t 0.395 (0.412)] [data_t 0.016] [optim_t 0.379] [lr 0.000420] [CE 3.692 (3.879)] [KD 1.998 (2.066)] +2024-10-20 01:29:29,998 - Train: 76.39% [955650/1251000] [763.9/1000.0] [batch_t 0.413 (0.430)] [data_t 0.015] [optim_t 0.397] [lr 0.000420] [CE 3.768 (3.854)] [KD 1.970 (2.051)] +2024-10-20 01:29:51,695 - Train: 76.39% [955700/1251000] [763.9/1000.0] [batch_t 0.387 (0.434)] [data_t 0.016] [optim_t 0.372] [lr 0.000420] [CE 3.584 (3.927)] [KD 2.018 (2.084)] +2024-10-20 01:30:12,895 - Train: 76.40% [955750/1251000] [764.0/1000.0] [batch_t 0.382 (0.424)] [data_t 0.015] [optim_t 0.367] [lr 0.000420] [CE 4.075 (3.956)] [KD 2.059 (2.119)] +2024-10-20 01:30:39,795 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40562] [top5_cnt 47846] [top_all 50000] +2024-10-20 01:30:39,795 - net: 81.124 (95.692) +2024-10-20 01:31:01,547 - Test (net_E): 100.00% [50/50] [batch_t 0.149 (0.429)] [top1_cnt 41358] [top5_cnt 48143] [top_all 50000] +2024-10-20 01:31:01,548 - net_E: 82.716 (96.286) +2024-10-20 01:31:01,727 - Max [top1: 81.242 (epoch: 756)] [top1-ema: 82.790 (epoch: 761)] +2024-10-20 01:31:01,728 - ==> Total time: 5 days, 1:49:10 Eta: 1 day, 13:37:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 01:31:22,621 - Train: 76.40% [955800/1251000] [764.0/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.000420] [CE 4.442 (3.920)] [KD 2.334 (2.105)] +2024-10-20 01:31:42,718 - Train: 76.41% [955850/1251000] [764.1/1000.0] [batch_t 0.416 (0.402)] [data_t 0.016] [optim_t 0.401] [lr 0.000420] [CE 4.097 (3.880)] [KD 2.272 (2.061)] +2024-10-20 01:32:03,719 - Train: 76.41% [955900/1251000] [764.1/1000.0] [batch_t 0.395 (0.420)] [data_t 0.015] [optim_t 0.379] [lr 0.000419] [CE 4.377 (3.889)] [KD 2.243 (2.071)] +2024-10-20 01:32:25,107 - Train: 76.41% [955950/1251000] [764.1/1000.0] [batch_t 0.478 (0.428)] [data_t 0.015] [optim_t 0.462] [lr 0.000419] [CE 3.963 (3.890)] [KD 2.037 (2.077)] +2024-10-20 01:32:46,165 - Train: 76.42% [956000/1251000] [764.2/1000.0] [batch_t 0.432 (0.421)] [data_t 0.015] [optim_t 0.417] [lr 0.000419] [CE 3.766 (3.875)] [KD 2.092 (2.046)] +2024-10-20 01:33:07,430 - Train: 76.42% [956050/1251000] [764.2/1000.0] [batch_t 0.596 (0.425)] [data_t 0.015] [optim_t 0.581] [lr 0.000419] [CE 3.772 (3.887)] [KD 2.100 (2.058)] +2024-10-20 01:33:28,379 - Train: 76.43% [956100/1251000] [764.3/1000.0] [batch_t 0.446 (0.419)] [data_t 0.015] [optim_t 0.430] [lr 0.000419] [CE 3.872 (3.892)] [KD 2.238 (2.066)] +2024-10-20 01:33:49,669 - Train: 76.43% [956150/1251000] [764.3/1000.0] [batch_t 0.422 (0.426)] [data_t 0.015] [optim_t 0.407] [lr 0.000419] [CE 3.988 (3.982)] [KD 2.219 (2.105)] +2024-10-20 01:34:10,909 - Train: 76.43% [956200/1251000] [764.3/1000.0] [batch_t 0.475 (0.425)] [data_t 0.015] [optim_t 0.460] [lr 0.000419] [CE 3.801 (3.946)] [KD 1.969 (2.097)] +2024-10-20 01:34:32,402 - Train: 76.44% [956250/1251000] [764.4/1000.0] [batch_t 0.434 (0.430)] [data_t 0.015] [optim_t 0.419] [lr 0.000419] [CE 3.984 (3.884)] [KD 2.086 (2.083)] +2024-10-20 01:34:53,413 - Train: 76.44% [956300/1251000] [764.4/1000.0] [batch_t 0.366 (0.420)] [data_t 0.015] [optim_t 0.351] [lr 0.000418] [CE 4.087 (3.848)] [KD 2.031 (2.043)] +2024-10-20 01:35:15,148 - Train: 76.45% [956350/1251000] [764.5/1000.0] [batch_t 0.365 (0.435)] [data_t 0.016] [optim_t 0.349] [lr 0.000418] [CE 3.952 (3.908)] [KD 2.170 (2.096)] +2024-10-20 01:35:36,106 - Train: 76.45% [956400/1251000] [764.5/1000.0] [batch_t 0.440 (0.419)] [data_t 0.016] [optim_t 0.424] [lr 0.000418] [CE 3.853 (3.835)] [KD 1.989 (2.023)] +2024-10-20 01:35:57,518 - Train: 76.45% [956450/1251000] [764.5/1000.0] [batch_t 0.441 (0.428)] [data_t 0.015] [optim_t 0.425] [lr 0.000418] [CE 3.540 (3.913)] [KD 1.883 (2.062)] +2024-10-20 01:36:18,786 - Train: 76.46% [956500/1251000] [764.6/1000.0] [batch_t 0.417 (0.425)] [data_t 0.016] [optim_t 0.401] [lr 0.000418] [CE 3.844 (3.913)] [KD 1.865 (2.083)] +2024-10-20 01:36:40,379 - Train: 76.46% [956550/1251000] [764.6/1000.0] [batch_t 0.427 (0.432)] [data_t 0.016] [optim_t 0.412] [lr 0.000418] [CE 3.683 (3.887)] [KD 1.990 (2.067)] +2024-10-20 01:37:01,747 - Train: 76.47% [956600/1251000] [764.7/1000.0] [batch_t 0.441 (0.427)] [data_t 0.015] [optim_t 0.425] [lr 0.000418] [CE 3.829 (3.862)] [KD 1.966 (2.038)] +2024-10-20 01:37:23,008 - Train: 76.47% [956650/1251000] [764.7/1000.0] [batch_t 0.421 (0.425)] [data_t 0.016] [optim_t 0.405] [lr 0.000418] [CE 3.805 (3.873)] [KD 2.231 (2.048)] +2024-10-20 01:37:44,505 - Train: 76.47% [956700/1251000] [764.7/1000.0] [batch_t 0.369 (0.430)] [data_t 0.015] [optim_t 0.354] [lr 0.000417] [CE 4.534 (3.895)] [KD 2.358 (2.075)] +2024-10-20 01:38:06,002 - Train: 76.48% [956750/1251000] [764.8/1000.0] [batch_t 0.466 (0.430)] [data_t 0.015] [optim_t 0.451] [lr 0.000417] [CE 4.207 (3.854)] [KD 2.217 (2.054)] +2024-10-20 01:38:27,386 - Train: 76.48% [956800/1251000] [764.8/1000.0] [batch_t 0.413 (0.428)] [data_t 0.016] [optim_t 0.397] [lr 0.000417] [CE 3.999 (3.924)] [KD 2.140 (2.092)] +2024-10-20 01:38:48,849 - Train: 76.49% [956850/1251000] [764.9/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.349] [lr 0.000417] [CE 4.049 (3.966)] [KD 2.062 (2.083)] +2024-10-20 01:39:10,193 - Train: 76.49% [956900/1251000] [764.9/1000.0] [batch_t 0.495 (0.427)] [data_t 0.015] [optim_t 0.480] [lr 0.000417] [CE 3.105 (3.917)] [KD 1.821 (2.061)] +2024-10-20 01:39:31,682 - Train: 76.49% [956950/1251000] [764.9/1000.0] [batch_t 0.423 (0.430)] [data_t 0.015] [optim_t 0.408] [lr 0.000417] [CE 4.532 (3.932)] [KD 2.473 (2.086)] +2024-10-20 01:39:53,114 - Train: 76.50% [957000/1251000] [765.0/1000.0] [batch_t 0.447 (0.429)] [data_t 0.025] [optim_t 0.423] [lr 0.000417] [CE 3.665 (3.825)] [KD 1.907 (2.020)] +2024-10-20 01:40:20,497 - Test (net): 100.00% [50/50] [batch_t 0.162 (0.432)] [top1_cnt 40665] [top5_cnt 47858] [top_all 50000] +2024-10-20 01:40:20,497 - net: 81.330 (95.716) +2024-10-20 01:40:41,980 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41364] [top5_cnt 48158] [top_all 50000] +2024-10-20 01:40:41,981 - net_E: 82.728 (96.316) +2024-10-20 01:40:42,112 - Max [top1: 81.330 (epoch: 765)] [top1-ema: 82.790 (epoch: 761)] +2024-10-20 01:40:42,113 - ==> Total time: 5 days, 1:58:50 Eta: 1 day, 13:28:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 01:41:03,496 - Train: 76.50% [957050/1251000] [765.0/1000.0] [batch_t 0.365 (0.459)] [data_t 0.016] [optim_t 0.349] [lr 0.000417] [CE 4.159 (3.797)] [KD 2.211 (2.005)] +2024-10-20 01:41:23,989 - Train: 76.51% [957100/1251000] [765.1/1000.0] [batch_t 0.382 (0.410)] [data_t 0.015] [optim_t 0.367] [lr 0.000416] [CE 3.777 (3.953)] [KD 1.992 (2.094)] +2024-10-20 01:41:45,619 - Train: 76.51% [957150/1251000] [765.1/1000.0] [batch_t 0.570 (0.432)] [data_t 0.015] [optim_t 0.555] [lr 0.000416] [CE 3.089 (3.843)] [KD 1.741 (2.040)] +2024-10-20 01:42:07,601 - Train: 76.51% [957200/1251000] [765.1/1000.0] [batch_t 0.364 (0.440)] [data_t 0.015] [optim_t 0.349] [lr 0.000416] [CE 3.947 (3.917)] [KD 2.052 (2.091)] +2024-10-20 01:42:29,160 - Train: 76.52% [957250/1251000] [765.2/1000.0] [batch_t 0.433 (0.431)] [data_t 0.015] [optim_t 0.418] [lr 0.000416] [CE 4.457 (3.982)] [KD 2.243 (2.112)] +2024-10-20 01:42:50,671 - Train: 76.52% [957300/1251000] [765.2/1000.0] [batch_t 0.440 (0.430)] [data_t 0.015] [optim_t 0.425] [lr 0.000416] [CE 3.401 (3.877)] [KD 1.903 (2.051)] +2024-10-20 01:43:11,978 - Train: 76.53% [957350/1251000] [765.3/1000.0] [batch_t 0.433 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.000416] [CE 3.521 (3.878)] [KD 1.832 (2.066)] +2024-10-20 01:43:33,286 - Train: 76.53% [957400/1251000] [765.3/1000.0] [batch_t 0.452 (0.426)] [data_t 0.015] [optim_t 0.436] [lr 0.000416] [CE 4.098 (3.877)] [KD 2.018 (2.052)] +2024-10-20 01:43:55,238 - Train: 76.53% [957450/1251000] [765.3/1000.0] [batch_t 0.386 (0.439)] [data_t 0.015] [optim_t 0.371] [lr 0.000416] [CE 4.344 (3.865)] [KD 2.484 (2.050)] +2024-10-20 01:44:16,924 - Train: 76.54% [957500/1251000] [765.4/1000.0] [batch_t 0.469 (0.434)] [data_t 0.015] [optim_t 0.453] [lr 0.000415] [CE 4.099 (3.864)] [KD 2.166 (2.057)] +2024-10-20 01:44:38,630 - Train: 76.54% [957550/1251000] [765.4/1000.0] [batch_t 0.420 (0.434)] [data_t 0.015] [optim_t 0.405] [lr 0.000415] [CE 4.382 (3.910)] [KD 2.179 (2.074)] +2024-10-20 01:45:00,107 - Train: 76.55% [957600/1251000] [765.5/1000.0] [batch_t 0.358 (0.429)] [data_t 0.015] [optim_t 0.342] [lr 0.000415] [CE 3.987 (3.941)] [KD 2.119 (2.072)] +2024-10-20 01:45:22,063 - Train: 76.55% [957650/1251000] [765.5/1000.0] [batch_t 0.409 (0.439)] [data_t 0.015] [optim_t 0.394] [lr 0.000415] [CE 4.383 (4.027)] [KD 2.399 (2.147)] +2024-10-20 01:45:44,110 - Train: 76.55% [957700/1251000] [765.5/1000.0] [batch_t 0.452 (0.441)] [data_t 0.015] [optim_t 0.436] [lr 0.000415] [CE 4.148 (3.855)] [KD 2.114 (2.053)] +2024-10-20 01:46:05,362 - Train: 76.56% [957750/1251000] [765.6/1000.0] [batch_t 0.365 (0.425)] [data_t 0.015] [optim_t 0.349] [lr 0.000415] [CE 3.990 (3.905)] [KD 2.119 (2.083)] +2024-10-20 01:46:25,883 - Train: 76.56% [957800/1251000] [765.6/1000.0] [batch_t 0.372 (0.410)] [data_t 0.015] [optim_t 0.356] [lr 0.000415] [CE 3.516 (3.900)] [KD 1.861 (2.052)] +2024-10-20 01:46:47,578 - Train: 76.57% [957850/1251000] [765.7/1000.0] [batch_t 0.465 (0.434)] [data_t 0.092] [optim_t 0.373] [lr 0.000415] [CE 4.429 (3.952)] [KD 2.258 (2.090)] +2024-10-20 01:47:08,611 - Train: 76.57% [957900/1251000] [765.7/1000.0] [batch_t 0.375 (0.421)] [data_t 0.032] [optim_t 0.343] [lr 0.000414] [CE 3.834 (3.909)] [KD 2.065 (2.048)] +2024-10-20 01:47:30,470 - Train: 76.57% [957950/1251000] [765.7/1000.0] [batch_t 0.897 (0.437)] [data_t 0.554] [optim_t 0.343] [lr 0.000414] [CE 4.363 (3.954)] [KD 2.186 (2.082)] +2024-10-20 01:47:51,599 - Train: 76.58% [958000/1251000] [765.8/1000.0] [batch_t 0.359 (0.422)] [data_t 0.015] [optim_t 0.343] [lr 0.000414] [CE 3.828 (3.825)] [KD 2.138 (2.027)] +2024-10-20 01:48:12,484 - Train: 76.58% [958050/1251000] [765.8/1000.0] [batch_t 0.459 (0.418)] [data_t 0.117] [optim_t 0.342] [lr 0.000414] [CE 4.338 (3.934)] [KD 2.428 (2.102)] +2024-10-20 01:48:33,945 - Train: 76.59% [958100/1251000] [765.9/1000.0] [batch_t 0.518 (0.429)] [data_t 0.015] [optim_t 0.503] [lr 0.000414] [CE 3.639 (3.879)] [KD 2.007 (2.062)] +2024-10-20 01:48:55,739 - Train: 76.59% [958150/1251000] [765.9/1000.0] [batch_t 0.443 (0.436)] [data_t 0.015] [optim_t 0.428] [lr 0.000414] [CE 3.815 (3.884)] [KD 1.870 (2.074)] +2024-10-20 01:49:17,373 - Train: 76.59% [958200/1251000] [765.9/1000.0] [batch_t 0.433 (0.433)] [data_t 0.015] [optim_t 0.418] [lr 0.000414] [CE 3.651 (3.902)] [KD 1.848 (2.065)] +2024-10-20 01:49:39,443 - Train: 76.60% [958250/1251000] [766.0/1000.0] [batch_t 0.457 (0.441)] [data_t 0.015] [optim_t 0.441] [lr 0.000414] [CE 3.859 (3.836)] [KD 2.285 (2.056)] +2024-10-20 01:50:06,909 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 40551] [top5_cnt 47787] [top_all 50000] +2024-10-20 01:50:06,910 - net: 81.102 (95.574) +2024-10-20 01:50:27,902 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 41364] [top5_cnt 48171] [top_all 50000] +2024-10-20 01:50:27,902 - net_E: 82.728 (96.342) +2024-10-20 01:50:28,073 - Max [top1: 81.330 (epoch: 765)] [top1-ema: 82.790 (epoch: 761)] +2024-10-20 01:50:28,073 - ==> Total time: 5 days, 2:08:36 Eta: 1 day, 13:18:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 01:50:47,139 - Train: 76.60% [958300/1251000] [766.0/1000.0] [batch_t 0.495 (0.520)] [data_t 0.015] [optim_t 0.479] [lr 0.000413] [CE 3.558 (3.883)] [KD 1.845 (2.027)] +2024-10-20 01:51:09,681 - Train: 76.61% [958350/1251000] [766.1/1000.0] [batch_t 0.363 (0.451)] [data_t 0.015] [optim_t 0.348] [lr 0.000413] [CE 3.604 (3.969)] [KD 1.869 (2.110)] +2024-10-20 01:51:29,704 - Train: 76.61% [958400/1251000] [766.1/1000.0] [batch_t 0.437 (0.400)] [data_t 0.015] [optim_t 0.422] [lr 0.000413] [CE 3.672 (3.885)] [KD 1.873 (2.021)] +2024-10-20 01:51:50,899 - Train: 76.61% [958450/1251000] [766.1/1000.0] [batch_t 0.419 (0.424)] [data_t 0.015] [optim_t 0.404] [lr 0.000413] [CE 4.110 (3.840)] [KD 2.090 (2.037)] +2024-10-20 01:52:12,812 - Train: 76.62% [958500/1251000] [766.2/1000.0] [batch_t 0.364 (0.438)] [data_t 0.015] [optim_t 0.349] [lr 0.000413] [CE 3.678 (3.962)] [KD 1.980 (2.089)] +2024-10-20 01:52:34,648 - Train: 76.62% [958550/1251000] [766.2/1000.0] [batch_t 0.470 (0.437)] [data_t 0.015] [optim_t 0.454] [lr 0.000413] [CE 3.268 (3.827)] [KD 1.850 (2.039)] +2024-10-20 01:52:56,867 - Train: 76.63% [958600/1251000] [766.3/1000.0] [batch_t 0.479 (0.444)] [data_t 0.015] [optim_t 0.464] [lr 0.000413] [CE 4.321 (3.895)] [KD 2.291 (2.067)] +2024-10-20 01:53:18,209 - Train: 76.63% [958650/1251000] [766.3/1000.0] [batch_t 0.360 (0.427)] [data_t 0.015] [optim_t 0.344] [lr 0.000413] [CE 3.854 (3.900)] [KD 2.136 (2.064)] +2024-10-20 01:53:40,140 - Train: 76.63% [958700/1251000] [766.3/1000.0] [batch_t 0.479 (0.439)] [data_t 0.015] [optim_t 0.464] [lr 0.000412] [CE 3.577 (3.854)] [KD 1.871 (2.020)] +2024-10-20 01:54:01,959 - Train: 76.64% [958750/1251000] [766.4/1000.0] [batch_t 0.363 (0.436)] [data_t 0.015] [optim_t 0.348] [lr 0.000412] [CE 4.430 (3.941)] [KD 2.257 (2.092)] +2024-10-20 01:54:23,551 - Train: 76.64% [958800/1251000] [766.4/1000.0] [batch_t 0.455 (0.432)] [data_t 0.015] [optim_t 0.440] [lr 0.000412] [CE 3.986 (3.845)] [KD 2.049 (2.059)] +2024-10-20 01:54:44,475 - Train: 76.65% [958850/1251000] [766.5/1000.0] [batch_t 0.403 (0.418)] [data_t 0.015] [optim_t 0.388] [lr 0.000412] [CE 3.198 (3.885)] [KD 1.872 (2.060)] +2024-10-20 01:55:06,012 - Train: 76.65% [958900/1251000] [766.5/1000.0] [batch_t 0.450 (0.431)] [data_t 0.015] [optim_t 0.435] [lr 0.000412] [CE 4.056 (3.861)] [KD 2.183 (2.052)] +2024-10-20 01:55:27,532 - Train: 76.65% [958950/1251000] [766.5/1000.0] [batch_t 0.419 (0.430)] [data_t 0.016] [optim_t 0.403] [lr 0.000412] [CE 3.572 (3.893)] [KD 1.906 (2.069)] +2024-10-20 01:55:49,405 - Train: 76.66% [959000/1251000] [766.6/1000.0] [batch_t 0.440 (0.437)] [data_t 0.015] [optim_t 0.425] [lr 0.000412] [CE 3.541 (3.889)] [KD 1.952 (2.058)] +2024-10-20 01:56:11,195 - Train: 76.66% [959050/1251000] [766.6/1000.0] [batch_t 0.429 (0.436)] [data_t 0.016] [optim_t 0.413] [lr 0.000412] [CE 3.867 (3.903)] [KD 2.024 (2.062)] +2024-10-20 01:56:32,916 - Train: 76.67% [959100/1251000] [766.7/1000.0] [batch_t 0.489 (0.434)] [data_t 0.015] [optim_t 0.473] [lr 0.000411] [CE 4.009 (3.880)] [KD 2.043 (2.054)] +2024-10-20 01:56:54,587 - Train: 76.67% [959150/1251000] [766.7/1000.0] [batch_t 0.435 (0.433)] [data_t 0.015] [optim_t 0.419] [lr 0.000411] [CE 3.451 (3.902)] [KD 1.822 (2.061)] +2024-10-20 01:57:16,439 - Train: 76.67% [959200/1251000] [766.7/1000.0] [batch_t 0.401 (0.437)] [data_t 0.016] [optim_t 0.385] [lr 0.000411] [CE 3.649 (3.910)] [KD 1.900 (2.074)] +2024-10-20 01:57:38,167 - Train: 76.68% [959250/1251000] [766.8/1000.0] [batch_t 0.460 (0.434)] [data_t 0.015] [optim_t 0.445] [lr 0.000411] [CE 4.099 (3.906)] [KD 2.053 (2.057)] +2024-10-20 01:57:59,868 - Train: 76.68% [959300/1251000] [766.8/1000.0] [batch_t 0.444 (0.434)] [data_t 0.016] [optim_t 0.429] [lr 0.000411] [CE 4.074 (3.900)] [KD 2.191 (2.047)] +2024-10-20 01:58:21,384 - Train: 76.69% [959350/1251000] [766.9/1000.0] [batch_t 0.487 (0.430)] [data_t 0.015] [optim_t 0.471] [lr 0.000411] [CE 3.938 (3.916)] [KD 2.110 (2.078)] +2024-10-20 01:58:42,363 - Train: 76.69% [959400/1251000] [766.9/1000.0] [batch_t 0.469 (0.419)] [data_t 0.015] [optim_t 0.453] [lr 0.000411] [CE 3.705 (3.932)] [KD 1.892 (2.073)] +2024-10-20 01:59:03,603 - Train: 76.69% [959450/1251000] [766.9/1000.0] [batch_t 0.468 (0.425)] [data_t 0.015] [optim_t 0.453] [lr 0.000411] [CE 3.528 (3.870)] [KD 1.927 (2.093)] +2024-10-20 01:59:24,937 - Train: 76.70% [959500/1251000] [767.0/1000.0] [batch_t 0.435 (0.427)] [data_t 0.015] [optim_t 0.419] [lr 0.000410] [CE 3.967 (3.866)] [KD 2.113 (2.063)] +2024-10-20 01:59:53,850 - Test (net): 100.00% [50/50] [batch_t 0.146 (0.443)] [top1_cnt 40641] [top5_cnt 47857] [top_all 50000] +2024-10-20 01:59:53,851 - net: 81.282 (95.714) +2024-10-20 02:00:15,255 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 41381] [top5_cnt 48167] [top_all 50000] +2024-10-20 02:00:15,256 - net_E: 82.762 (96.334) +2024-10-20 02:00:15,423 - Max [top1: 81.330 (epoch: 765)] [top1-ema: 82.790 (epoch: 761)] +2024-10-20 02:00:15,423 - ==> Total time: 5 days, 2:18:24 Eta: 1 day, 13:09:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 02:00:34,417 - Train: 76.70% [959550/1251000] [767.0/1000.0] [batch_t 0.363 (0.532)] [data_t 0.016] [optim_t 0.348] [lr 0.000410] [CE 3.798 (3.858)] [KD 2.107 (2.037)] +2024-10-20 02:00:56,139 - Train: 76.71% [959600/1251000] [767.1/1000.0] [batch_t 0.611 (0.434)] [data_t 0.173] [optim_t 0.438] [lr 0.000410] [CE 4.394 (3.821)] [KD 2.360 (2.025)] +2024-10-20 02:01:17,940 - Train: 76.71% [959650/1251000] [767.1/1000.0] [batch_t 0.414 (0.436)] [data_t 0.071] [optim_t 0.344] [lr 0.000410] [CE 3.873 (3.881)] [KD 1.982 (2.041)] +2024-10-20 02:01:39,636 - Train: 76.71% [959700/1251000] [767.1/1000.0] [batch_t 0.451 (0.434)] [data_t 0.100] [optim_t 0.351] [lr 0.000410] [CE 4.015 (3.912)] [KD 2.252 (2.084)] +2024-10-20 02:02:01,394 - Train: 76.72% [959750/1251000] [767.2/1000.0] [batch_t 0.498 (0.435)] [data_t 0.153] [optim_t 0.345] [lr 0.000410] [CE 3.926 (3.898)] [KD 2.076 (2.061)] +2024-10-20 02:02:22,754 - Train: 76.72% [959800/1251000] [767.2/1000.0] [batch_t 0.487 (0.427)] [data_t 0.143] [optim_t 0.344] [lr 0.000410] [CE 3.518 (3.831)] [KD 1.913 (2.025)] +2024-10-20 02:02:44,288 - Train: 76.73% [959850/1251000] [767.3/1000.0] [batch_t 0.410 (0.431)] [data_t 0.067] [optim_t 0.342] [lr 0.000410] [CE 3.735 (3.893)] [KD 1.854 (2.049)] +2024-10-20 02:03:05,697 - Train: 76.73% [959900/1251000] [767.3/1000.0] [batch_t 0.436 (0.428)] [data_t 0.093] [optim_t 0.344] [lr 0.000409] [CE 3.983 (3.916)] [KD 2.091 (2.092)] +2024-10-20 02:03:27,083 - Train: 76.73% [959950/1251000] [767.3/1000.0] [batch_t 0.437 (0.428)] [data_t 0.091] [optim_t 0.347] [lr 0.000409] [CE 4.002 (3.935)] [KD 2.089 (2.069)] +2024-10-20 02:03:48,279 - Train: 76.74% [960000/1251000] [767.4/1000.0] [batch_t 0.457 (0.424)] [data_t 0.015] [optim_t 0.441] [lr 0.000409] [CE 4.458 (3.893)] [KD 2.211 (2.068)] +2024-10-20 02:04:10,809 - Train: 76.74% [960050/1251000] [767.4/1000.0] [batch_t 0.464 (0.450)] [data_t 0.016] [optim_t 0.449] [lr 0.000409] [CE 3.671 (3.870)] [KD 1.867 (2.029)] +2024-10-20 02:04:33,131 - Train: 76.75% [960100/1251000] [767.5/1000.0] [batch_t 0.438 (0.446)] [data_t 0.015] [optim_t 0.423] [lr 0.000409] [CE 4.093 (3.893)] [KD 2.131 (2.058)] +2024-10-20 02:04:54,888 - Train: 76.75% [960150/1251000] [767.5/1000.0] [batch_t 0.377 (0.435)] [data_t 0.015] [optim_t 0.361] [lr 0.000409] [CE 3.964 (3.868)] [KD 2.058 (2.048)] +2024-10-20 02:05:16,924 - Train: 76.75% [960200/1251000] [767.5/1000.0] [batch_t 0.499 (0.441)] [data_t 0.015] [optim_t 0.483] [lr 0.000409] [CE 4.015 (3.878)] [KD 2.163 (2.058)] +2024-10-20 02:05:37,545 - Train: 76.76% [960250/1251000] [767.6/1000.0] [batch_t 0.398 (0.412)] [data_t 0.016] [optim_t 0.383] [lr 0.000409] [CE 3.250 (3.859)] [KD 1.747 (2.055)] +2024-10-20 02:05:58,339 - Train: 76.76% [960300/1251000] [767.6/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.000408] [CE 4.418 (3.868)] [KD 2.092 (2.045)] +2024-10-20 02:06:20,740 - Train: 76.77% [960350/1251000] [767.7/1000.0] [batch_t 0.497 (0.448)] [data_t 0.015] [optim_t 0.482] [lr 0.000408] [CE 4.296 (3.895)] [KD 2.193 (2.049)] +2024-10-20 02:06:41,837 - Train: 76.77% [960400/1251000] [767.7/1000.0] [batch_t 0.390 (0.422)] [data_t 0.016] [optim_t 0.374] [lr 0.000408] [CE 3.850 (3.844)] [KD 2.094 (2.027)] +2024-10-20 02:07:03,673 - Train: 76.77% [960450/1251000] [767.7/1000.0] [batch_t 0.366 (0.437)] [data_t 0.016] [optim_t 0.351] [lr 0.000408] [CE 3.566 (3.889)] [KD 1.978 (2.057)] +2024-10-20 02:07:25,031 - Train: 76.78% [960500/1251000] [767.8/1000.0] [batch_t 0.367 (0.427)] [data_t 0.016] [optim_t 0.351] [lr 0.000408] [CE 3.577 (3.940)] [KD 1.863 (2.078)] +2024-10-20 02:07:46,778 - Train: 76.78% [960550/1251000] [767.8/1000.0] [batch_t 0.365 (0.435)] [data_t 0.015] [optim_t 0.349] [lr 0.000408] [CE 3.826 (3.896)] [KD 2.077 (2.087)] +2024-10-20 02:08:08,006 - Train: 76.79% [960600/1251000] [767.9/1000.0] [batch_t 0.361 (0.424)] [data_t 0.015] [optim_t 0.345] [lr 0.000408] [CE 4.120 (3.896)] [KD 2.152 (2.051)] +2024-10-20 02:08:29,852 - Train: 76.79% [960650/1251000] [767.9/1000.0] [batch_t 0.364 (0.437)] [data_t 0.016] [optim_t 0.349] [lr 0.000408] [CE 3.934 (3.926)] [KD 2.108 (2.079)] +2024-10-20 02:08:51,513 - Train: 76.79% [960700/1251000] [767.9/1000.0] [batch_t 0.424 (0.433)] [data_t 0.015] [optim_t 0.408] [lr 0.000407] [CE 3.710 (3.918)] [KD 1.948 (2.086)] +2024-10-20 02:09:12,438 - Train: 76.80% [960750/1251000] [768.0/1000.0] [batch_t 0.428 (0.418)] [data_t 0.015] [optim_t 0.413] [lr 0.000407] [CE 4.056 (3.918)] [KD 2.071 (2.102)] +2024-10-20 02:09:40,577 - Test (net): 100.00% [50/50] [batch_t 0.150 (0.421)] [top1_cnt 40479] [top5_cnt 47828] [top_all 50000] +2024-10-20 02:09:40,578 - net: 80.958 (95.656) +2024-10-20 02:10:02,740 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41374] [top5_cnt 48169] [top_all 50000] +2024-10-20 02:10:02,741 - net_E: 82.748 (96.338) +2024-10-20 02:10:02,890 - Max [top1: 81.330 (epoch: 765)] [top1-ema: 82.790 (epoch: 761)] +2024-10-20 02:10:02,891 - ==> Total time: 5 days, 2:28:11 Eta: 1 day, 12:59:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 02:10:23,094 - Train: 76.80% [960800/1251000] [768.0/1000.0] [batch_t 0.370 (0.498)] [data_t 0.015] [optim_t 0.354] [lr 0.000407] [CE 4.099 (3.903)] [KD 2.234 (2.060)] +2024-10-20 02:10:44,265 - Train: 76.81% [960850/1251000] [768.1/1000.0] [batch_t 0.362 (0.423)] [data_t 0.016] [optim_t 0.347] [lr 0.000407] [CE 4.025 (3.866)] [KD 2.160 (2.035)] +2024-10-20 02:11:06,268 - Train: 76.81% [960900/1251000] [768.1/1000.0] [batch_t 0.480 (0.440)] [data_t 0.016] [optim_t 0.465] [lr 0.000407] [CE 4.004 (3.833)] [KD 2.037 (2.002)] +2024-10-20 02:11:27,841 - Train: 76.81% [960950/1251000] [768.1/1000.0] [batch_t 0.365 (0.431)] [data_t 0.015] [optim_t 0.350] [lr 0.000407] [CE 4.093 (3.923)] [KD 2.332 (2.043)] +2024-10-20 02:11:49,486 - Train: 76.82% [961000/1251000] [768.2/1000.0] [batch_t 0.469 (0.433)] [data_t 0.016] [optim_t 0.453] [lr 0.000407] [CE 3.682 (3.888)] [KD 1.860 (2.065)] +2024-10-20 02:12:10,910 - Train: 76.82% [961050/1251000] [768.2/1000.0] [batch_t 0.422 (0.428)] [data_t 0.015] [optim_t 0.407] [lr 0.000407] [CE 3.536 (3.948)] [KD 1.821 (2.079)] +2024-10-20 02:12:32,679 - Train: 76.83% [961100/1251000] [768.3/1000.0] [batch_t 0.501 (0.435)] [data_t 0.015] [optim_t 0.486] [lr 0.000406] [CE 4.235 (3.910)] [KD 2.180 (2.063)] +2024-10-20 02:12:53,861 - Train: 76.83% [961150/1251000] [768.3/1000.0] [batch_t 0.409 (0.424)] [data_t 0.016] [optim_t 0.393] [lr 0.000406] [CE 3.967 (3.831)] [KD 2.197 (2.036)] +2024-10-20 02:13:14,921 - Train: 76.83% [961200/1251000] [768.3/1000.0] [batch_t 0.385 (0.421)] [data_t 0.015] [optim_t 0.369] [lr 0.000406] [CE 3.990 (3.959)] [KD 2.183 (2.076)] +2024-10-20 02:13:37,224 - Train: 76.84% [961250/1251000] [768.4/1000.0] [batch_t 0.365 (0.446)] [data_t 0.015] [optim_t 0.349] [lr 0.000406] [CE 3.730 (3.868)] [KD 1.896 (2.046)] +2024-10-20 02:13:58,585 - Train: 76.84% [961300/1251000] [768.4/1000.0] [batch_t 0.414 (0.427)] [data_t 0.015] [optim_t 0.399] [lr 0.000406] [CE 4.234 (3.904)] [KD 2.057 (2.046)] +2024-10-20 02:14:20,197 - Train: 76.85% [961350/1251000] [768.5/1000.0] [batch_t 0.365 (0.432)] [data_t 0.015] [optim_t 0.349] [lr 0.000406] [CE 4.050 (3.942)] [KD 2.158 (2.101)] +2024-10-20 02:14:41,714 - Train: 76.85% [961400/1251000] [768.5/1000.0] [batch_t 0.449 (0.430)] [data_t 0.016] [optim_t 0.433] [lr 0.000406] [CE 3.962 (3.892)] [KD 2.079 (2.071)] +2024-10-20 02:15:03,426 - Train: 76.85% [961450/1251000] [768.5/1000.0] [batch_t 0.510 (0.434)] [data_t 0.016] [optim_t 0.495] [lr 0.000406] [CE 4.025 (3.925)] [KD 2.125 (2.068)] +2024-10-20 02:15:24,994 - Train: 76.86% [961500/1251000] [768.6/1000.0] [batch_t 0.362 (0.431)] [data_t 0.016] [optim_t 0.347] [lr 0.000405] [CE 4.599 (3.924)] [KD 2.496 (2.099)] +2024-10-20 02:15:46,738 - Train: 76.86% [961550/1251000] [768.6/1000.0] [batch_t 0.453 (0.435)] [data_t 0.015] [optim_t 0.438] [lr 0.000405] [CE 4.056 (3.888)] [KD 2.270 (2.079)] +2024-10-20 02:16:08,451 - Train: 76.87% [961600/1251000] [768.7/1000.0] [batch_t 0.363 (0.434)] [data_t 0.016] [optim_t 0.347] [lr 0.000405] [CE 3.383 (3.936)] [KD 1.671 (2.065)] +2024-10-20 02:16:30,074 - Train: 76.87% [961650/1251000] [768.7/1000.0] [batch_t 0.426 (0.432)] [data_t 0.016] [optim_t 0.410] [lr 0.000405] [CE 4.257 (3.819)] [KD 2.153 (2.003)] +2024-10-20 02:16:51,416 - Train: 76.87% [961700/1251000] [768.7/1000.0] [batch_t 0.485 (0.427)] [data_t 0.016] [optim_t 0.470] [lr 0.000405] [CE 3.897 (4.004)] [KD 2.052 (2.114)] +2024-10-20 02:17:13,091 - Train: 76.88% [961750/1251000] [768.8/1000.0] [batch_t 0.406 (0.433)] [data_t 0.015] [optim_t 0.391] [lr 0.000405] [CE 4.375 (3.933)] [KD 2.175 (2.042)] +2024-10-20 02:17:34,811 - Train: 76.88% [961800/1251000] [768.8/1000.0] [batch_t 0.453 (0.434)] [data_t 0.015] [optim_t 0.438] [lr 0.000405] [CE 3.671 (3.881)] [KD 1.946 (2.063)] +2024-10-20 02:17:56,671 - Train: 76.89% [961850/1251000] [768.9/1000.0] [batch_t 0.424 (0.437)] [data_t 0.015] [optim_t 0.408] [lr 0.000405] [CE 4.085 (3.896)] [KD 2.145 (2.065)] +2024-10-20 02:18:18,362 - Train: 76.89% [961900/1251000] [768.9/1000.0] [batch_t 0.429 (0.434)] [data_t 0.015] [optim_t 0.414] [lr 0.000404] [CE 3.788 (3.938)] [KD 1.959 (2.090)] +2024-10-20 02:18:40,333 - Train: 76.89% [961950/1251000] [768.9/1000.0] [batch_t 0.423 (0.439)] [data_t 0.015] [optim_t 0.408] [lr 0.000404] [CE 3.753 (3.831)] [KD 1.874 (2.028)] +2024-10-20 02:19:01,968 - Train: 76.90% [962000/1251000] [769.0/1000.0] [batch_t 0.425 (0.433)] [data_t 0.015] [optim_t 0.410] [lr 0.000404] [CE 3.350 (3.887)] [KD 1.731 (2.044)] +2024-10-20 02:19:30,873 - Test (net): 100.00% [50/50] [batch_t 0.142 (0.428)] [top1_cnt 40553] [top5_cnt 47829] [top_all 50000] +2024-10-20 02:19:30,873 - net: 81.106 (95.658) +2024-10-20 02:19:51,855 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 41365] [top5_cnt 48154] [top_all 50000] +2024-10-20 02:19:51,856 - net_E: 82.730 (96.308) +2024-10-20 02:19:52,036 - Max [top1: 81.330 (epoch: 765)] [top1-ema: 82.790 (epoch: 761)] +2024-10-20 02:19:52,037 - ==> Total time: 5 days, 2:38:00 Eta: 1 day, 12:50:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 02:20:10,053 - Train: 76.90% [962050/1251000] [769.0/1000.0] [batch_t 0.360 (0.536)] [data_t 0.015] [optim_t 0.345] [lr 0.000404] [CE 3.897 (3.845)] [KD 1.964 (2.062)] +2024-10-20 02:20:30,502 - Train: 76.91% [962100/1251000] [769.1/1000.0] [batch_t 0.362 (0.409)] [data_t 0.016] [optim_t 0.346] [lr 0.000404] [CE 3.880 (3.945)] [KD 2.099 (2.076)] +2024-10-20 02:20:51,139 - Train: 76.91% [962150/1251000] [769.1/1000.0] [batch_t 0.364 (0.413)] [data_t 0.015] [optim_t 0.348] [lr 0.000404] [CE 3.817 (3.919)] [KD 1.985 (2.074)] +2024-10-20 02:21:12,383 - Train: 76.91% [962200/1251000] [769.1/1000.0] [batch_t 0.379 (0.425)] [data_t 0.034] [optim_t 0.345] [lr 0.000404] [CE 3.856 (3.934)] [KD 1.922 (2.078)] +2024-10-20 02:21:33,823 - Train: 76.92% [962250/1251000] [769.2/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.000404] [CE 4.105 (3.867)] [KD 2.193 (2.046)] +2024-10-20 02:21:54,831 - Train: 76.92% [962300/1251000] [769.2/1000.0] [batch_t 0.363 (0.420)] [data_t 0.015] [optim_t 0.347] [lr 0.000403] [CE 3.771 (3.884)] [KD 1.970 (2.068)] +2024-10-20 02:22:15,611 - Train: 76.93% [962350/1251000] [769.3/1000.0] [batch_t 0.407 (0.415)] [data_t 0.063] [optim_t 0.344] [lr 0.000403] [CE 4.258 (3.926)] [KD 2.044 (2.064)] +2024-10-20 02:22:36,428 - Train: 76.93% [962400/1251000] [769.3/1000.0] [batch_t 0.453 (0.416)] [data_t 0.105] [optim_t 0.348] [lr 0.000403] [CE 3.738 (3.878)] [KD 1.997 (2.033)] +2024-10-20 02:22:57,525 - Train: 76.93% [962450/1251000] [769.3/1000.0] [batch_t 0.480 (0.422)] [data_t 0.133] [optim_t 0.347] [lr 0.000403] [CE 4.007 (3.875)] [KD 2.104 (2.047)] +2024-10-20 02:23:19,066 - Train: 76.94% [962500/1251000] [769.4/1000.0] [batch_t 0.439 (0.431)] [data_t 0.094] [optim_t 0.344] [lr 0.000403] [CE 4.130 (3.866)] [KD 2.243 (2.042)] +2024-10-20 02:23:41,306 - Train: 76.94% [962550/1251000] [769.4/1000.0] [batch_t 0.494 (0.445)] [data_t 0.151] [optim_t 0.343] [lr 0.000403] [CE 3.768 (3.901)] [KD 2.048 (2.065)] +2024-10-20 02:24:03,117 - Train: 76.95% [962600/1251000] [769.5/1000.0] [batch_t 0.387 (0.436)] [data_t 0.043] [optim_t 0.344] [lr 0.000403] [CE 3.442 (3.847)] [KD 1.783 (2.016)] +2024-10-20 02:24:24,763 - Train: 76.95% [962650/1251000] [769.5/1000.0] [batch_t 0.440 (0.433)] [data_t 0.098] [optim_t 0.342] [lr 0.000403] [CE 3.971 (3.858)] [KD 2.107 (2.044)] +2024-10-20 02:24:46,191 - Train: 76.95% [962700/1251000] [769.5/1000.0] [batch_t 0.404 (0.428)] [data_t 0.063] [optim_t 0.341] [lr 0.000402] [CE 3.512 (3.901)] [KD 1.875 (2.063)] +2024-10-20 02:25:07,589 - Train: 76.96% [962750/1251000] [769.6/1000.0] [batch_t 0.438 (0.428)] [data_t 0.094] [optim_t 0.345] [lr 0.000402] [CE 4.178 (3.892)] [KD 2.223 (2.029)] +2024-10-20 02:25:29,508 - Train: 76.96% [962800/1251000] [769.6/1000.0] [batch_t 0.409 (0.438)] [data_t 0.058] [optim_t 0.351] [lr 0.000402] [CE 4.124 (3.879)] [KD 2.126 (2.042)] +2024-10-20 02:25:51,110 - Train: 76.97% [962850/1251000] [769.7/1000.0] [batch_t 0.416 (0.432)] [data_t 0.066] [optim_t 0.350] [lr 0.000402] [CE 3.684 (3.915)] [KD 1.908 (2.038)] +2024-10-20 02:26:12,771 - Train: 76.97% [962900/1251000] [769.7/1000.0] [batch_t 0.464 (0.433)] [data_t 0.120] [optim_t 0.344] [lr 0.000402] [CE 3.509 (3.901)] [KD 1.864 (2.050)] +2024-10-20 02:26:34,159 - Train: 76.97% [962950/1251000] [769.7/1000.0] [batch_t 0.409 (0.428)] [data_t 0.065] [optim_t 0.345] [lr 0.000402] [CE 3.184 (3.841)] [KD 1.791 (2.027)] +2024-10-20 02:26:55,520 - Train: 76.98% [963000/1251000] [769.8/1000.0] [batch_t 0.365 (0.427)] [data_t 0.016] [optim_t 0.350] [lr 0.000402] [CE 3.697 (3.862)] [KD 1.885 (2.045)] +2024-10-20 02:27:16,846 - Train: 76.98% [963050/1251000] [769.8/1000.0] [batch_t 0.451 (0.426)] [data_t 0.107] [optim_t 0.344] [lr 0.000402] [CE 3.544 (3.843)] [KD 1.879 (2.026)] +2024-10-20 02:27:37,993 - Train: 76.99% [963100/1251000] [769.9/1000.0] [batch_t 0.496 (0.423)] [data_t 0.036] [optim_t 0.460] [lr 0.000402] [CE 3.748 (3.829)] [KD 1.957 (2.043)] +2024-10-20 02:27:59,273 - Train: 76.99% [963150/1251000] [769.9/1000.0] [batch_t 0.534 (0.425)] [data_t 0.015] [optim_t 0.519] [lr 0.000401] [CE 3.468 (3.879)] [KD 1.733 (2.029)] +2024-10-20 02:28:20,840 - Train: 76.99% [963200/1251000] [769.9/1000.0] [batch_t 0.417 (0.431)] [data_t 0.016] [optim_t 0.402] [lr 0.000401] [CE 3.932 (3.992)] [KD 2.219 (2.114)] +2024-10-20 02:28:42,179 - Train: 77.00% [963250/1251000] [770.0/1000.0] [batch_t 0.429 (0.427)] [data_t 0.015] [optim_t 0.413] [lr 0.000401] [CE 3.567 (3.885)] [KD 1.879 (2.069)] +2024-10-20 02:29:11,044 - Test (net): 100.00% [50/50] [batch_t 0.164 (0.417)] [top1_cnt 40554] [top5_cnt 47777] [top_all 50000] +2024-10-20 02:29:11,045 - net: 81.108 (95.554) +2024-10-20 02:29:32,760 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 41381] [top5_cnt 48141] [top_all 50000] +2024-10-20 02:29:32,760 - net_E: 82.762 (96.282) +2024-10-20 02:29:32,927 - Max [top1: 81.330 (epoch: 765)] [top1-ema: 82.790 (epoch: 761)] +2024-10-20 02:29:32,928 - ==> Total time: 5 days, 2:47:41 Eta: 1 day, 12:40:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 02:29:50,546 - Train: 77.00% [963300/1251000] [770.0/1000.0] [batch_t 0.359 (0.536)] [data_t 0.016] [optim_t 0.343] [lr 0.000401] [CE 3.922 (3.849)] [KD 2.217 (2.054)] +2024-10-20 02:30:11,207 - Train: 77.01% [963350/1251000] [770.1/1000.0] [batch_t 0.444 (0.413)] [data_t 0.016] [optim_t 0.428] [lr 0.000401] [CE 3.802 (3.917)] [KD 2.148 (2.074)] +2024-10-20 02:30:33,520 - Train: 77.01% [963400/1251000] [770.1/1000.0] [batch_t 0.411 (0.446)] [data_t 0.015] [optim_t 0.396] [lr 0.000401] [CE 3.526 (3.903)] [KD 1.884 (2.044)] +2024-10-20 02:30:55,015 - Train: 77.01% [963450/1251000] [770.1/1000.0] [batch_t 0.412 (0.430)] [data_t 0.015] [optim_t 0.397] [lr 0.000401] [CE 4.335 (3.806)] [KD 2.186 (2.015)] +2024-10-20 02:31:15,048 - Train: 77.02% [963500/1251000] [770.2/1000.0] [batch_t 0.473 (0.401)] [data_t 0.016] [optim_t 0.457] [lr 0.000401] [CE 4.287 (3.846)] [KD 2.264 (2.037)] +2024-10-20 02:31:36,886 - Train: 77.02% [963550/1251000] [770.2/1000.0] [batch_t 0.461 (0.437)] [data_t 0.015] [optim_t 0.446] [lr 0.000400] [CE 4.248 (3.928)] [KD 2.066 (2.044)] +2024-10-20 02:31:58,923 - Train: 77.03% [963600/1251000] [770.3/1000.0] [batch_t 0.417 (0.441)] [data_t 0.015] [optim_t 0.402] [lr 0.000400] [CE 4.153 (3.952)] [KD 1.923 (2.088)] +2024-10-20 02:32:19,647 - Train: 77.03% [963650/1251000] [770.3/1000.0] [batch_t 0.404 (0.414)] [data_t 0.016] [optim_t 0.388] [lr 0.000400] [CE 3.985 (3.854)] [KD 2.066 (2.028)] +2024-10-20 02:32:41,196 - Train: 77.03% [963700/1251000] [770.3/1000.0] [batch_t 0.459 (0.431)] [data_t 0.015] [optim_t 0.444] [lr 0.000400] [CE 3.841 (3.851)] [KD 1.949 (2.052)] +2024-10-20 02:33:03,625 - Train: 77.04% [963750/1251000] [770.4/1000.0] [batch_t 0.477 (0.448)] [data_t 0.015] [optim_t 0.462] [lr 0.000400] [CE 4.253 (3.856)] [KD 2.219 (2.024)] +2024-10-20 02:33:25,843 - Train: 77.04% [963800/1251000] [770.4/1000.0] [batch_t 0.389 (0.444)] [data_t 0.015] [optim_t 0.373] [lr 0.000400] [CE 3.957 (3.829)] [KD 1.940 (2.016)] +2024-10-20 02:33:47,379 - Train: 77.05% [963850/1251000] [770.5/1000.0] [batch_t 0.437 (0.431)] [data_t 0.015] [optim_t 0.422] [lr 0.000400] [CE 3.868 (3.855)] [KD 2.040 (2.029)] +2024-10-20 02:34:08,304 - Train: 77.05% [963900/1251000] [770.5/1000.0] [batch_t 0.382 (0.418)] [data_t 0.016] [optim_t 0.367] [lr 0.000400] [CE 3.973 (3.883)] [KD 2.226 (2.054)] +2024-10-20 02:34:29,228 - Train: 77.05% [963950/1251000] [770.5/1000.0] [batch_t 0.369 (0.418)] [data_t 0.015] [optim_t 0.353] [lr 0.000399] [CE 3.769 (3.860)] [KD 2.164 (2.034)] +2024-10-20 02:34:50,367 - Train: 77.06% [964000/1251000] [770.6/1000.0] [batch_t 0.467 (0.423)] [data_t 0.030] [optim_t 0.438] [lr 0.000399] [CE 4.009 (3.882)] [KD 2.037 (2.050)] +2024-10-20 02:35:11,650 - Train: 77.06% [964050/1251000] [770.6/1000.0] [batch_t 0.551 (0.426)] [data_t 0.210] [optim_t 0.342] [lr 0.000399] [CE 3.737 (3.886)] [KD 1.866 (2.050)] +2024-10-20 02:35:32,983 - Train: 77.07% [964100/1251000] [770.7/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.000399] [CE 4.463 (3.810)] [KD 2.293 (2.021)] +2024-10-20 02:35:54,299 - Train: 77.07% [964150/1251000] [770.7/1000.0] [batch_t 0.444 (0.426)] [data_t 0.100] [optim_t 0.344] [lr 0.000399] [CE 3.370 (3.908)] [KD 1.712 (2.055)] +2024-10-20 02:36:15,217 - Train: 77.07% [964200/1251000] [770.7/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.348] [lr 0.000399] [CE 4.085 (3.967)] [KD 2.165 (2.074)] +2024-10-20 02:36:36,359 - Train: 77.08% [964250/1251000] [770.8/1000.0] [batch_t 0.492 (0.423)] [data_t 0.148] [optim_t 0.344] [lr 0.000399] [CE 3.975 (3.968)] [KD 2.055 (2.076)] +2024-10-20 02:36:57,653 - Train: 77.08% [964300/1251000] [770.8/1000.0] [batch_t 0.364 (0.426)] [data_t 0.016] [optim_t 0.348] [lr 0.000399] [CE 3.872 (3.822)] [KD 1.961 (2.006)] +2024-10-20 02:37:19,402 - Train: 77.09% [964350/1251000] [770.9/1000.0] [batch_t 0.383 (0.435)] [data_t 0.036] [optim_t 0.347] [lr 0.000398] [CE 3.633 (3.899)] [KD 1.908 (2.055)] +2024-10-20 02:37:41,074 - Train: 77.09% [964400/1251000] [770.9/1000.0] [batch_t 0.364 (0.433)] [data_t 0.015] [optim_t 0.349] [lr 0.000398] [CE 3.761 (3.915)] [KD 1.939 (2.053)] +2024-10-20 02:38:02,683 - Train: 77.09% [964450/1251000] [770.9/1000.0] [batch_t 0.468 (0.432)] [data_t 0.124] [optim_t 0.344] [lr 0.000398] [CE 3.397 (3.861)] [KD 1.812 (2.033)] +2024-10-20 02:38:23,982 - Train: 77.10% [964500/1251000] [771.0/1000.0] [batch_t 0.460 (0.426)] [data_t 0.115] [optim_t 0.345] [lr 0.000398] [CE 4.159 (4.016)] [KD 2.063 (2.128)] +2024-10-20 02:38:54,084 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 40599] [top5_cnt 47826] [top_all 50000] +2024-10-20 02:38:54,085 - net: 81.198 (95.652) +2024-10-20 02:39:16,146 - Test (net_E): 100.00% [50/50] [batch_t 0.132 (0.433)] [top1_cnt 41393] [top5_cnt 48151] [top_all 50000] +2024-10-20 02:39:16,147 - net_E: 82.786 (96.302) +2024-10-20 02:39:16,304 - Max [top1: 81.330 (epoch: 765)] [top1-ema: 82.790 (epoch: 761)] +2024-10-20 02:39:16,304 - ==> Total time: 5 days, 2:57:24 Eta: 1 day, 12:31:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 02:39:33,469 - Train: 77.10% [964550/1251000] [771.0/1000.0] [batch_t 0.366 (0.540)] [data_t 0.016] [optim_t 0.350] [lr 0.000398] [CE 4.155 (3.941)] [KD 2.102 (2.069)] +2024-10-20 02:39:55,641 - Train: 77.11% [964600/1251000] [771.1/1000.0] [batch_t 0.366 (0.443)] [data_t 0.016] [optim_t 0.350] [lr 0.000398] [CE 3.674 (3.906)] [KD 1.942 (2.051)] +2024-10-20 02:40:17,336 - Train: 77.11% [964650/1251000] [771.1/1000.0] [batch_t 0.387 (0.434)] [data_t 0.015] [optim_t 0.371] [lr 0.000398] [CE 4.049 (3.946)] [KD 2.075 (2.097)] +2024-10-20 02:40:38,608 - Train: 77.11% [964700/1251000] [771.1/1000.0] [batch_t 0.418 (0.425)] [data_t 0.016] [optim_t 0.402] [lr 0.000398] [CE 3.708 (3.893)] [KD 2.025 (2.039)] +2024-10-20 02:41:00,387 - Train: 77.12% [964750/1251000] [771.2/1000.0] [batch_t 0.390 (0.435)] [data_t 0.016] [optim_t 0.375] [lr 0.000397] [CE 3.805 (3.901)] [KD 2.134 (2.052)] +2024-10-20 02:41:21,834 - Train: 77.12% [964800/1251000] [771.2/1000.0] [batch_t 0.361 (0.429)] [data_t 0.016] [optim_t 0.345] [lr 0.000397] [CE 3.782 (3.901)] [KD 2.046 (2.055)] +2024-10-20 02:41:42,455 - Train: 77.13% [964850/1251000] [771.3/1000.0] [batch_t 0.409 (0.412)] [data_t 0.015] [optim_t 0.393] [lr 0.000397] [CE 4.389 (3.876)] [KD 2.179 (2.034)] +2024-10-20 02:42:03,494 - Train: 77.13% [964900/1251000] [771.3/1000.0] [batch_t 0.398 (0.421)] [data_t 0.055] [optim_t 0.343] [lr 0.000397] [CE 4.117 (3.985)] [KD 2.253 (2.089)] +2024-10-20 02:42:25,231 - Train: 77.13% [964950/1251000] [771.3/1000.0] [batch_t 0.495 (0.435)] [data_t 0.015] [optim_t 0.479] [lr 0.000397] [CE 3.973 (3.916)] [KD 2.051 (2.057)] +2024-10-20 02:42:46,987 - Train: 77.14% [965000/1251000] [771.4/1000.0] [batch_t 0.390 (0.435)] [data_t 0.016] [optim_t 0.375] [lr 0.000397] [CE 3.880 (3.950)] [KD 1.982 (2.072)] +2024-10-20 02:43:08,775 - Train: 77.14% [965050/1251000] [771.4/1000.0] [batch_t 0.445 (0.436)] [data_t 0.015] [optim_t 0.430] [lr 0.000397] [CE 3.824 (3.882)] [KD 2.103 (2.054)] +2024-10-20 02:43:30,740 - Train: 77.15% [965100/1251000] [771.5/1000.0] [batch_t 0.413 (0.439)] [data_t 0.015] [optim_t 0.398] [lr 0.000397] [CE 3.729 (3.864)] [KD 1.813 (2.028)] +2024-10-20 02:43:51,565 - Train: 77.15% [965150/1251000] [771.5/1000.0] [batch_t 0.378 (0.416)] [data_t 0.015] [optim_t 0.362] [lr 0.000396] [CE 4.110 (3.896)] [KD 2.126 (2.041)] +2024-10-20 02:44:11,876 - Train: 77.15% [965200/1251000] [771.5/1000.0] [batch_t 0.512 (0.406)] [data_t 0.015] [optim_t 0.496] [lr 0.000396] [CE 4.166 (3.908)] [KD 2.185 (2.070)] +2024-10-20 02:44:32,254 - Train: 77.16% [965250/1251000] [771.6/1000.0] [batch_t 0.400 (0.407)] [data_t 0.056] [optim_t 0.344] [lr 0.000396] [CE 4.086 (3.817)] [KD 2.155 (2.008)] +2024-10-20 02:44:53,352 - Train: 77.16% [965300/1251000] [771.6/1000.0] [batch_t 0.360 (0.422)] [data_t 0.016] [optim_t 0.344] [lr 0.000396] [CE 3.829 (3.870)] [KD 2.202 (2.043)] +2024-10-20 02:45:14,205 - Train: 77.17% [965350/1251000] [771.7/1000.0] [batch_t 0.456 (0.417)] [data_t 0.015] [optim_t 0.441] [lr 0.000396] [CE 3.611 (3.899)] [KD 1.891 (2.061)] +2024-10-20 02:45:35,684 - Train: 77.17% [965400/1251000] [771.7/1000.0] [batch_t 0.367 (0.429)] [data_t 0.015] [optim_t 0.351] [lr 0.000396] [CE 3.529 (3.857)] [KD 1.871 (2.017)] +2024-10-20 02:45:56,691 - Train: 77.17% [965450/1251000] [771.7/1000.0] [batch_t 0.434 (0.420)] [data_t 0.089] [optim_t 0.345] [lr 0.000396] [CE 3.939 (3.857)] [KD 2.099 (2.029)] +2024-10-20 02:46:18,896 - Train: 77.18% [965500/1251000] [771.8/1000.0] [batch_t 0.513 (0.444)] [data_t 0.170] [optim_t 0.343] [lr 0.000396] [CE 4.073 (3.806)] [KD 2.072 (2.004)] +2024-10-20 02:46:39,960 - Train: 77.18% [965550/1251000] [771.8/1000.0] [batch_t 0.400 (0.421)] [data_t 0.054] [optim_t 0.346] [lr 0.000395] [CE 3.897 (3.915)] [KD 1.996 (2.053)] +2024-10-20 02:47:00,642 - Train: 77.19% [965600/1251000] [771.9/1000.0] [batch_t 0.364 (0.414)] [data_t 0.015] [optim_t 0.349] [lr 0.000395] [CE 3.551 (3.858)] [KD 2.027 (2.032)] +2024-10-20 02:47:20,863 - Train: 77.19% [965650/1251000] [771.9/1000.0] [batch_t 0.417 (0.404)] [data_t 0.071] [optim_t 0.346] [lr 0.000395] [CE 3.993 (3.865)] [KD 2.112 (2.047)] +2024-10-20 02:47:42,898 - Train: 77.19% [965700/1251000] [771.9/1000.0] [batch_t 0.405 (0.441)] [data_t 0.060] [optim_t 0.345] [lr 0.000395] [CE 3.829 (3.822)] [KD 1.984 (2.022)] +2024-10-20 02:48:04,275 - Train: 77.20% [965750/1251000] [772.0/1000.0] [batch_t 0.398 (0.427)] [data_t 0.051] [optim_t 0.346] [lr 0.000395] [CE 3.487 (3.855)] [KD 1.932 (2.047)] +2024-10-20 02:48:35,223 - Test (net): 100.00% [50/50] [batch_t 0.144 (0.445)] [top1_cnt 40452] [top5_cnt 47743] [top_all 50000] +2024-10-20 02:48:35,224 - net: 80.904 (95.486) +2024-10-20 02:48:57,928 - Test (net_E): 100.00% [50/50] [batch_t 0.141 (0.446)] [top1_cnt 41396] [top5_cnt 48150] [top_all 50000] +2024-10-20 02:48:57,928 - net_E: 82.792 (96.300) +2024-10-20 02:48:58,079 - Max [top1: 81.330 (epoch: 765)] [top1-ema: 82.792 (epoch: 772)] +2024-10-20 02:48:58,080 - ==> Total time: 5 days, 3:07:06 Eta: 1 day, 12:21:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 02:49:18,686 - Train: 77.20% [965800/1251000] [772.0/1000.0] [batch_t 0.363 (0.430)] [data_t 0.015] [optim_t 0.348] [lr 0.000395] [CE 3.569 (3.938)] [KD 1.986 (2.082)] +2024-10-20 02:49:41,226 - Train: 77.21% [965850/1251000] [772.1/1000.0] [batch_t 0.479 (0.451)] [data_t 0.136] [optim_t 0.343] [lr 0.000395] [CE 4.172 (3.901)] [KD 2.125 (2.050)] +2024-10-20 02:50:03,360 - Train: 77.21% [965900/1251000] [772.1/1000.0] [batch_t 0.439 (0.443)] [data_t 0.095] [optim_t 0.344] [lr 0.000395] [CE 3.341 (3.900)] [KD 1.843 (2.058)] +2024-10-20 02:50:24,983 - Train: 77.21% [965950/1251000] [772.1/1000.0] [batch_t 0.438 (0.432)] [data_t 0.093] [optim_t 0.345] [lr 0.000395] [CE 3.642 (3.933)] [KD 1.796 (2.054)] +2024-10-20 02:50:46,227 - Train: 77.22% [966000/1251000] [772.2/1000.0] [batch_t 0.478 (0.425)] [data_t 0.136] [optim_t 0.342] [lr 0.000394] [CE 3.818 (3.894)] [KD 1.935 (2.076)] +2024-10-20 02:51:07,480 - Train: 77.22% [966050/1251000] [772.2/1000.0] [batch_t 0.540 (0.425)] [data_t 0.199] [optim_t 0.342] [lr 0.000394] [CE 3.790 (3.891)] [KD 2.068 (2.084)] +2024-10-20 02:51:29,315 - Train: 77.23% [966100/1251000] [772.3/1000.0] [batch_t 0.437 (0.437)] [data_t 0.097] [optim_t 0.340] [lr 0.000394] [CE 3.984 (3.899)] [KD 2.153 (2.057)] +2024-10-20 02:51:51,220 - Train: 77.23% [966150/1251000] [772.3/1000.0] [batch_t 0.406 (0.438)] [data_t 0.064] [optim_t 0.342] [lr 0.000394] [CE 3.139 (3.912)] [KD 1.594 (2.028)] +2024-10-20 02:52:13,035 - Train: 77.23% [966200/1251000] [772.3/1000.0] [batch_t 0.462 (0.436)] [data_t 0.119] [optim_t 0.344] [lr 0.000394] [CE 3.615 (3.912)] [KD 2.006 (2.045)] +2024-10-20 02:52:33,986 - Train: 77.24% [966250/1251000] [772.4/1000.0] [batch_t 0.384 (0.419)] [data_t 0.042] [optim_t 0.342] [lr 0.000394] [CE 3.800 (3.969)] [KD 1.908 (2.090)] +2024-10-20 02:52:55,488 - Train: 77.24% [966300/1251000] [772.4/1000.0] [batch_t 0.406 (0.430)] [data_t 0.063] [optim_t 0.343] [lr 0.000394] [CE 4.247 (3.820)] [KD 2.236 (2.026)] +2024-10-20 02:53:16,922 - Train: 77.25% [966350/1251000] [772.5/1000.0] [batch_t 0.399 (0.429)] [data_t 0.058] [optim_t 0.341] [lr 0.000394] [CE 3.865 (3.897)] [KD 2.032 (2.056)] +2024-10-20 02:53:38,316 - Train: 77.25% [966400/1251000] [772.5/1000.0] [batch_t 0.362 (0.428)] [data_t 0.020] [optim_t 0.342] [lr 0.000393] [CE 4.173 (3.914)] [KD 2.202 (2.033)] +2024-10-20 02:53:59,619 - Train: 77.25% [966450/1251000] [772.5/1000.0] [batch_t 0.497 (0.426)] [data_t 0.105] [optim_t 0.392] [lr 0.000393] [CE 3.343 (3.810)] [KD 1.725 (1.989)] +2024-10-20 02:54:20,566 - Train: 77.26% [966500/1251000] [772.6/1000.0] [batch_t 0.388 (0.419)] [data_t 0.044] [optim_t 0.344] [lr 0.000393] [CE 4.000 (3.816)] [KD 2.069 (2.026)] +2024-10-20 02:54:41,224 - Train: 77.26% [966550/1251000] [772.6/1000.0] [batch_t 0.382 (0.413)] [data_t 0.040] [optim_t 0.342] [lr 0.000393] [CE 4.131 (3.975)] [KD 2.162 (2.082)] +2024-10-20 02:55:02,245 - Train: 77.27% [966600/1251000] [772.7/1000.0] [batch_t 0.386 (0.420)] [data_t 0.044] [optim_t 0.342] [lr 0.000393] [CE 3.842 (3.916)] [KD 2.014 (2.055)] +2024-10-20 02:55:23,761 - Train: 77.27% [966650/1251000] [772.7/1000.0] [batch_t 0.406 (0.430)] [data_t 0.016] [optim_t 0.390] [lr 0.000393] [CE 4.258 (3.843)] [KD 2.115 (2.009)] +2024-10-20 02:55:45,155 - Train: 77.27% [966700/1251000] [772.7/1000.0] [batch_t 0.469 (0.428)] [data_t 0.015] [optim_t 0.454] [lr 0.000393] [CE 3.569 (3.868)] [KD 1.905 (2.042)] +2024-10-20 02:56:06,420 - Train: 77.28% [966750/1251000] [772.8/1000.0] [batch_t 0.368 (0.425)] [data_t 0.015] [optim_t 0.352] [lr 0.000393] [CE 3.896 (3.916)] [KD 1.928 (2.055)] +2024-10-20 02:56:28,340 - Train: 77.28% [966800/1251000] [772.8/1000.0] [batch_t 0.413 (0.438)] [data_t 0.015] [optim_t 0.398] [lr 0.000392] [CE 4.389 (3.935)] [KD 2.320 (2.055)] +2024-10-20 02:56:49,770 - Train: 77.29% [966850/1251000] [772.9/1000.0] [batch_t 0.400 (0.428)] [data_t 0.015] [optim_t 0.384] [lr 0.000392] [CE 3.999 (3.938)] [KD 2.119 (2.074)] +2024-10-20 02:57:11,365 - Train: 77.29% [966900/1251000] [772.9/1000.0] [batch_t 0.448 (0.432)] [data_t 0.015] [optim_t 0.433] [lr 0.000392] [CE 3.331 (3.831)] [KD 1.841 (2.038)] +2024-10-20 02:57:33,160 - Train: 77.29% [966950/1251000] [772.9/1000.0] [batch_t 0.449 (0.436)] [data_t 0.016] [optim_t 0.433] [lr 0.000392] [CE 4.125 (3.920)] [KD 2.111 (2.076)] +2024-10-20 02:57:54,685 - Train: 77.30% [967000/1251000] [773.0/1000.0] [batch_t 0.439 (0.430)] [data_t 0.015] [optim_t 0.424] [lr 0.000392] [CE 3.566 (3.878)] [KD 2.017 (2.024)] +2024-10-20 02:58:24,806 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40671] [top5_cnt 47873] [top_all 50000] +2024-10-20 02:58:24,806 - net: 81.342 (95.746) +2024-10-20 02:58:46,332 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41395] [top5_cnt 48160] [top_all 50000] +2024-10-20 02:58:46,333 - net_E: 82.790 (96.320) +2024-10-20 02:58:46,550 - Max [top1: 81.342 (epoch: 773)] [top1-ema: 82.792 (epoch: 772)] +2024-10-20 02:58:46,551 - ==> Total time: 5 days, 3:16:55 Eta: 1 day, 12:12:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 02:59:04,170 - Train: 77.30% [967050/1251000] [773.0/1000.0] [batch_t 0.363 (0.472)] [data_t 0.015] [optim_t 0.348] [lr 0.000392] [CE 3.882 (3.936)] [KD 2.137 (2.086)] +2024-10-20 02:59:26,062 - Train: 77.31% [967100/1251000] [773.1/1000.0] [batch_t 0.359 (0.438)] [data_t 0.015] [optim_t 0.344] [lr 0.000392] [CE 4.027 (3.807)] [KD 2.060 (1.994)] +2024-10-20 02:59:47,768 - Train: 77.31% [967150/1251000] [773.1/1000.0] [batch_t 0.495 (0.434)] [data_t 0.015] [optim_t 0.480] [lr 0.000392] [CE 3.913 (3.871)] [KD 1.980 (2.060)] +2024-10-20 03:00:09,966 - Train: 77.31% [967200/1251000] [773.1/1000.0] [batch_t 0.437 (0.444)] [data_t 0.015] [optim_t 0.421] [lr 0.000391] [CE 3.863 (3.901)] [KD 1.896 (2.036)] +2024-10-20 03:00:31,964 - Train: 77.32% [967250/1251000] [773.2/1000.0] [batch_t 0.445 (0.440)] [data_t 0.015] [optim_t 0.430] [lr 0.000391] [CE 4.101 (3.889)] [KD 2.037 (2.027)] +2024-10-20 03:00:53,996 - Train: 77.32% [967300/1251000] [773.2/1000.0] [batch_t 0.386 (0.441)] [data_t 0.015] [optim_t 0.370] [lr 0.000391] [CE 3.726 (3.849)] [KD 2.178 (2.026)] +2024-10-20 03:01:15,600 - Train: 77.33% [967350/1251000] [773.3/1000.0] [batch_t 0.497 (0.432)] [data_t 0.015] [optim_t 0.481] [lr 0.000391] [CE 3.545 (3.869)] [KD 1.823 (2.034)] +2024-10-20 03:01:37,281 - Train: 77.33% [967400/1251000] [773.3/1000.0] [batch_t 0.486 (0.433)] [data_t 0.015] [optim_t 0.471] [lr 0.000391] [CE 3.930 (3.954)] [KD 1.918 (2.059)] +2024-10-20 03:01:58,556 - Train: 77.33% [967450/1251000] [773.3/1000.0] [batch_t 0.433 (0.425)] [data_t 0.015] [optim_t 0.417] [lr 0.000391] [CE 3.060 (3.844)] [KD 1.612 (1.999)] +2024-10-20 03:02:20,709 - Train: 77.34% [967500/1251000] [773.4/1000.0] [batch_t 0.444 (0.443)] [data_t 0.015] [optim_t 0.428] [lr 0.000391] [CE 3.879 (3.859)] [KD 2.065 (2.026)] +2024-10-20 03:02:42,611 - Train: 77.34% [967550/1251000] [773.4/1000.0] [batch_t 0.406 (0.438)] [data_t 0.015] [optim_t 0.391] [lr 0.000391] [CE 3.773 (3.899)] [KD 2.040 (2.049)] +2024-10-20 03:03:04,162 - Train: 77.35% [967600/1251000] [773.5/1000.0] [batch_t 0.440 (0.431)] [data_t 0.015] [optim_t 0.424] [lr 0.000390] [CE 3.866 (3.842)] [KD 2.030 (2.014)] +2024-10-20 03:03:25,307 - Train: 77.35% [967650/1251000] [773.5/1000.0] [batch_t 0.400 (0.423)] [data_t 0.015] [optim_t 0.384] [lr 0.000390] [CE 4.199 (3.828)] [KD 2.259 (2.009)] +2024-10-20 03:03:46,435 - Train: 77.35% [967700/1251000] [773.5/1000.0] [batch_t 0.425 (0.422)] [data_t 0.015] [optim_t 0.409] [lr 0.000390] [CE 3.903 (3.876)] [KD 2.199 (2.021)] +2024-10-20 03:04:07,475 - Train: 77.36% [967750/1251000] [773.6/1000.0] [batch_t 0.382 (0.421)] [data_t 0.015] [optim_t 0.366] [lr 0.000390] [CE 4.065 (3.948)] [KD 2.026 (2.067)] +2024-10-20 03:04:28,625 - Train: 77.36% [967800/1251000] [773.6/1000.0] [batch_t 0.388 (0.423)] [data_t 0.015] [optim_t 0.373] [lr 0.000390] [CE 3.774 (3.889)] [KD 2.027 (2.042)] +2024-10-20 03:04:50,057 - Train: 77.37% [967850/1251000] [773.7/1000.0] [batch_t 0.420 (0.429)] [data_t 0.015] [optim_t 0.405] [lr 0.000390] [CE 3.527 (3.772)] [KD 1.681 (1.971)] +2024-10-20 03:05:11,823 - Train: 77.37% [967900/1251000] [773.7/1000.0] [batch_t 0.472 (0.435)] [data_t 0.016] [optim_t 0.456] [lr 0.000390] [CE 4.021 (3.890)] [KD 2.100 (2.031)] +2024-10-20 03:05:33,424 - Train: 77.37% [967950/1251000] [773.7/1000.0] [batch_t 0.367 (0.432)] [data_t 0.015] [optim_t 0.351] [lr 0.000390] [CE 3.919 (3.901)] [KD 2.051 (2.039)] +2024-10-20 03:05:54,910 - Train: 77.38% [968000/1251000] [773.8/1000.0] [batch_t 0.403 (0.430)] [data_t 0.015] [optim_t 0.387] [lr 0.000390] [CE 3.907 (3.920)] [KD 2.127 (2.050)] +2024-10-20 03:06:16,370 - Train: 77.38% [968050/1251000] [773.8/1000.0] [batch_t 0.417 (0.429)] [data_t 0.015] [optim_t 0.401] [lr 0.000389] [CE 3.142 (3.889)] [KD 1.627 (2.051)] +2024-10-20 03:06:37,520 - Train: 77.39% [968100/1251000] [773.9/1000.0] [batch_t 0.431 (0.423)] [data_t 0.015] [optim_t 0.416] [lr 0.000389] [CE 4.163 (3.924)] [KD 2.230 (2.059)] +2024-10-20 03:06:58,734 - Train: 77.39% [968150/1251000] [773.9/1000.0] [batch_t 0.434 (0.424)] [data_t 0.015] [optim_t 0.419] [lr 0.000389] [CE 3.871 (3.861)] [KD 2.033 (2.042)] +2024-10-20 03:07:20,312 - Train: 77.39% [968200/1251000] [773.9/1000.0] [batch_t 0.415 (0.431)] [data_t 0.015] [optim_t 0.399] [lr 0.000389] [CE 3.845 (3.891)] [KD 2.007 (2.037)] +2024-10-20 03:07:41,823 - Train: 77.40% [968250/1251000] [774.0/1000.0] [batch_t 0.502 (0.430)] [data_t 0.016] [optim_t 0.486] [lr 0.000389] [CE 3.776 (3.894)] [KD 2.049 (2.048)] +2024-10-20 03:08:12,957 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 40665] [top5_cnt 47879] [top_all 50000] +2024-10-20 03:08:12,957 - net: 81.330 (95.758) +2024-10-20 03:08:35,099 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.436)] [top1_cnt 41405] [top5_cnt 48172] [top_all 50000] +2024-10-20 03:08:35,099 - net_E: 82.810 (96.344) +2024-10-20 03:08:35,249 - Max [top1: 81.342 (epoch: 773)] [top1-ema: 82.810 (epoch: 774)] +2024-10-20 03:08:35,249 - ==> Total time: 5 days, 3:26:43 Eta: 1 day, 12:02:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 03:08:52,470 - Train: 77.40% [968300/1251000] [774.0/1000.0] [batch_t 0.360 (0.474)] [data_t 0.015] [optim_t 0.344] [lr 0.000389] [CE 4.230 (3.907)] [KD 2.251 (2.028)] +2024-10-20 03:09:12,480 - Train: 77.41% [968350/1251000] [774.1/1000.0] [batch_t 0.418 (0.400)] [data_t 0.077] [optim_t 0.341] [lr 0.000389] [CE 3.774 (3.916)] [KD 1.771 (2.065)] +2024-10-20 03:09:33,597 - Train: 77.41% [968400/1251000] [774.1/1000.0] [batch_t 0.462 (0.422)] [data_t 0.016] [optim_t 0.446] [lr 0.000389] [CE 3.427 (3.900)] [KD 1.805 (2.042)] +2024-10-20 03:09:55,721 - Train: 77.41% [968450/1251000] [774.1/1000.0] [batch_t 0.441 (0.442)] [data_t 0.016] [optim_t 0.426] [lr 0.000388] [CE 4.039 (3.902)] [KD 2.245 (2.043)] +2024-10-20 03:10:17,034 - Train: 77.42% [968500/1251000] [774.2/1000.0] [batch_t 0.434 (0.426)] [data_t 0.016] [optim_t 0.419] [lr 0.000388] [CE 3.807 (3.910)] [KD 1.929 (2.025)] +2024-10-20 03:10:38,909 - Train: 77.42% [968550/1251000] [774.2/1000.0] [batch_t 0.418 (0.437)] [data_t 0.015] [optim_t 0.403] [lr 0.000388] [CE 4.409 (3.935)] [KD 2.261 (2.053)] +2024-10-20 03:10:59,865 - Train: 77.43% [968600/1251000] [774.3/1000.0] [batch_t 0.447 (0.419)] [data_t 0.015] [optim_t 0.432] [lr 0.000388] [CE 4.056 (3.910)] [KD 2.206 (2.034)] +2024-10-20 03:11:21,376 - Train: 77.43% [968650/1251000] [774.3/1000.0] [batch_t 0.360 (0.430)] [data_t 0.015] [optim_t 0.344] [lr 0.000388] [CE 3.617 (3.896)] [KD 1.880 (2.036)] +2024-10-20 03:11:42,693 - Train: 77.43% [968700/1251000] [774.3/1000.0] [batch_t 0.433 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.000388] [CE 4.054 (3.856)] [KD 2.192 (2.013)] +2024-10-20 03:12:03,701 - Train: 77.44% [968750/1251000] [774.4/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.346] [lr 0.000388] [CE 3.803 (3.949)] [KD 1.889 (2.059)] +2024-10-20 03:12:24,941 - Train: 77.44% [968800/1251000] [774.4/1000.0] [batch_t 0.362 (0.425)] [data_t 0.016] [optim_t 0.347] [lr 0.000388] [CE 3.796 (3.816)] [KD 1.987 (1.975)] +2024-10-20 03:12:46,253 - Train: 77.45% [968850/1251000] [774.5/1000.0] [batch_t 0.360 (0.426)] [data_t 0.015] [optim_t 0.344] [lr 0.000387] [CE 3.445 (3.891)] [KD 1.762 (2.045)] +2024-10-20 03:13:08,737 - Train: 77.45% [968900/1251000] [774.5/1000.0] [batch_t 0.452 (0.450)] [data_t 0.015] [optim_t 0.436] [lr 0.000387] [CE 3.411 (3.838)] [KD 1.736 (2.005)] +2024-10-20 03:13:30,959 - Train: 77.45% [968950/1251000] [774.5/1000.0] [batch_t 0.430 (0.444)] [data_t 0.015] [optim_t 0.414] [lr 0.000387] [CE 3.670 (3.859)] [KD 2.052 (2.016)] +2024-10-20 03:13:53,174 - Train: 77.46% [969000/1251000] [774.6/1000.0] [batch_t 0.446 (0.444)] [data_t 0.015] [optim_t 0.430] [lr 0.000387] [CE 3.569 (3.872)] [KD 1.803 (2.025)] +2024-10-20 03:14:14,723 - Train: 77.46% [969050/1251000] [774.6/1000.0] [batch_t 0.408 (0.431)] [data_t 0.015] [optim_t 0.392] [lr 0.000387] [CE 4.076 (3.837)] [KD 2.009 (2.010)] +2024-10-20 03:14:36,391 - Train: 77.47% [969100/1251000] [774.7/1000.0] [batch_t 0.512 (0.433)] [data_t 0.016] [optim_t 0.497] [lr 0.000387] [CE 4.440 (3.883)] [KD 2.444 (2.049)] +2024-10-20 03:14:57,477 - Train: 77.47% [969150/1251000] [774.7/1000.0] [batch_t 0.650 (0.422)] [data_t 0.015] [optim_t 0.634] [lr 0.000387] [CE 3.476 (3.862)] [KD 1.899 (2.019)] +2024-10-20 03:15:18,893 - Train: 77.47% [969200/1251000] [774.7/1000.0] [batch_t 0.749 (0.428)] [data_t 0.406] [optim_t 0.343] [lr 0.000387] [CE 3.750 (3.835)] [KD 1.887 (2.005)] +2024-10-20 03:15:39,772 - Train: 77.48% [969250/1251000] [774.8/1000.0] [batch_t 0.474 (0.417)] [data_t 0.130] [optim_t 0.343] [lr 0.000386] [CE 4.462 (3.850)] [KD 2.346 (2.027)] +2024-10-20 03:16:01,034 - Train: 77.48% [969300/1251000] [774.8/1000.0] [batch_t 0.401 (0.425)] [data_t 0.057] [optim_t 0.344] [lr 0.000386] [CE 3.951 (3.863)] [KD 2.198 (2.021)] +2024-10-20 03:16:22,210 - Train: 77.49% [969350/1251000] [774.9/1000.0] [batch_t 0.441 (0.423)] [data_t 0.097] [optim_t 0.345] [lr 0.000386] [CE 3.949 (3.874)] [KD 2.058 (2.044)] +2024-10-20 03:16:43,501 - Train: 77.49% [969400/1251000] [774.9/1000.0] [batch_t 0.481 (0.426)] [data_t 0.134] [optim_t 0.346] [lr 0.000386] [CE 3.376 (3.906)] [KD 1.794 (2.041)] +2024-10-20 03:17:05,340 - Train: 77.49% [969450/1251000] [774.9/1000.0] [batch_t 0.379 (0.437)] [data_t 0.015] [optim_t 0.364] [lr 0.000386] [CE 4.065 (3.932)] [KD 2.083 (2.056)] +2024-10-20 03:17:27,700 - Train: 77.50% [969500/1251000] [775.0/1000.0] [batch_t 0.360 (0.447)] [data_t 0.015] [optim_t 0.344] [lr 0.000386] [CE 3.383 (3.842)] [KD 1.875 (2.033)] +2024-10-20 03:18:01,641 - Test (net): 100.00% [50/50] [batch_t 0.140 (0.479)] [top1_cnt 40605] [top5_cnt 47795] [top_all 50000] +2024-10-20 03:18:01,641 - net: 81.210 (95.590) +2024-10-20 03:18:23,188 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41405] [top5_cnt 48168] [top_all 50000] +2024-10-20 03:18:23,189 - net_E: 82.810 (96.336) +2024-10-20 03:18:23,313 - Max [top1: 81.342 (epoch: 773)] [top1-ema: 82.810 (epoch: 774)] +2024-10-20 03:18:23,313 - ==> Total time: 5 days, 3:36:31 Eta: 1 day, 11:53:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 03:18:38,960 - Train: 77.50% [969550/1251000] [775.0/1000.0] [batch_t 0.361 (0.569)] [data_t 0.016] [optim_t 0.346] [lr 0.000386] [CE 3.587 (3.867)] [KD 1.955 (2.053)] +2024-10-20 03:19:00,945 - Train: 77.51% [969600/1251000] [775.1/1000.0] [batch_t 0.461 (0.440)] [data_t 0.118] [optim_t 0.343] [lr 0.000386] [CE 3.738 (3.912)] [KD 1.903 (2.051)] +2024-10-20 03:19:23,480 - Train: 77.51% [969650/1251000] [775.1/1000.0] [batch_t 0.381 (0.451)] [data_t 0.037] [optim_t 0.344] [lr 0.000385] [CE 4.234 (3.867)] [KD 2.215 (2.033)] +2024-10-20 03:19:45,673 - Train: 77.51% [969700/1251000] [775.1/1000.0] [batch_t 0.368 (0.444)] [data_t 0.016] [optim_t 0.352] [lr 0.000385] [CE 4.105 (3.849)] [KD 2.156 (2.016)] +2024-10-20 03:20:07,027 - Train: 77.52% [969750/1251000] [775.2/1000.0] [batch_t 0.437 (0.427)] [data_t 0.087] [optim_t 0.349] [lr 0.000385] [CE 4.334 (3.918)] [KD 2.131 (2.055)] +2024-10-20 03:20:28,506 - Train: 77.52% [969800/1251000] [775.2/1000.0] [batch_t 0.480 (0.429)] [data_t 0.015] [optim_t 0.465] [lr 0.000385] [CE 3.702 (3.895)] [KD 1.989 (2.044)] +2024-10-20 03:20:50,507 - Train: 77.53% [969850/1251000] [775.3/1000.0] [batch_t 0.414 (0.440)] [data_t 0.015] [optim_t 0.399] [lr 0.000385] [CE 3.343 (3.805)] [KD 1.664 (1.971)] +2024-10-20 03:21:12,309 - Train: 77.53% [969900/1251000] [775.3/1000.0] [batch_t 0.417 (0.436)] [data_t 0.015] [optim_t 0.401] [lr 0.000385] [CE 3.797 (3.819)] [KD 1.856 (2.009)] +2024-10-20 03:21:33,828 - Train: 77.53% [969950/1251000] [775.3/1000.0] [batch_t 0.447 (0.430)] [data_t 0.015] [optim_t 0.432] [lr 0.000385] [CE 3.518 (3.964)] [KD 1.685 (2.069)] +2024-10-20 03:21:55,406 - Train: 77.54% [970000/1251000] [775.4/1000.0] [batch_t 0.431 (0.431)] [data_t 0.016] [optim_t 0.416] [lr 0.000385] [CE 4.145 (3.872)] [KD 2.259 (2.031)] +2024-10-20 03:22:16,727 - Train: 77.54% [970050/1251000] [775.4/1000.0] [batch_t 0.408 (0.426)] [data_t 0.016] [optim_t 0.392] [lr 0.000385] [CE 4.403 (3.801)] [KD 2.389 (1.983)] +2024-10-20 03:22:38,520 - Train: 77.55% [970100/1251000] [775.5/1000.0] [batch_t 0.366 (0.436)] [data_t 0.016] [optim_t 0.351] [lr 0.000384] [CE 4.117 (3.864)] [KD 2.095 (2.036)] +2024-10-20 03:22:59,293 - Train: 77.55% [970150/1251000] [775.5/1000.0] [batch_t 0.452 (0.415)] [data_t 0.016] [optim_t 0.436] [lr 0.000384] [CE 3.805 (3.863)] [KD 2.000 (2.052)] +2024-10-20 03:23:21,373 - Train: 77.55% [970200/1251000] [775.5/1000.0] [batch_t 0.456 (0.441)] [data_t 0.109] [optim_t 0.346] [lr 0.000384] [CE 3.715 (3.950)] [KD 2.127 (2.089)] +2024-10-20 03:23:42,590 - Train: 77.56% [970250/1251000] [775.6/1000.0] [batch_t 0.371 (0.424)] [data_t 0.015] [optim_t 0.355] [lr 0.000384] [CE 3.498 (3.831)] [KD 1.751 (2.017)] +2024-10-20 03:24:04,465 - Train: 77.56% [970300/1251000] [775.6/1000.0] [batch_t 0.455 (0.437)] [data_t 0.016] [optim_t 0.440] [lr 0.000384] [CE 4.363 (3.886)] [KD 2.216 (2.040)] +2024-10-20 03:24:26,786 - Train: 77.57% [970350/1251000] [775.7/1000.0] [batch_t 0.406 (0.446)] [data_t 0.015] [optim_t 0.390] [lr 0.000384] [CE 3.895 (3.885)] [KD 1.994 (2.018)] +2024-10-20 03:24:48,798 - Train: 77.57% [970400/1251000] [775.7/1000.0] [batch_t 0.469 (0.440)] [data_t 0.015] [optim_t 0.454] [lr 0.000384] [CE 3.876 (3.906)] [KD 2.009 (2.079)] +2024-10-20 03:25:10,381 - Train: 77.57% [970450/1251000] [775.7/1000.0] [batch_t 0.398 (0.432)] [data_t 0.016] [optim_t 0.383] [lr 0.000384] [CE 3.935 (3.930)] [KD 2.000 (2.071)] +2024-10-20 03:25:32,098 - Train: 77.58% [970500/1251000] [775.8/1000.0] [batch_t 0.448 (0.434)] [data_t 0.015] [optim_t 0.433] [lr 0.000383] [CE 3.262 (3.854)] [KD 1.784 (2.033)] +2024-10-20 03:25:53,498 - Train: 77.58% [970550/1251000] [775.8/1000.0] [batch_t 0.381 (0.428)] [data_t 0.015] [optim_t 0.366] [lr 0.000383] [CE 3.595 (3.824)] [KD 2.029 (2.022)] +2024-10-20 03:26:14,935 - Train: 77.59% [970600/1251000] [775.9/1000.0] [batch_t 0.360 (0.429)] [data_t 0.016] [optim_t 0.345] [lr 0.000383] [CE 3.802 (3.946)] [KD 2.003 (2.085)] +2024-10-20 03:26:36,617 - Train: 77.59% [970650/1251000] [775.9/1000.0] [batch_t 0.373 (0.434)] [data_t 0.015] [optim_t 0.358] [lr 0.000383] [CE 3.652 (3.910)] [KD 1.865 (2.051)] +2024-10-20 03:26:57,755 - Train: 77.59% [970700/1251000] [775.9/1000.0] [batch_t 0.414 (0.423)] [data_t 0.016] [optim_t 0.399] [lr 0.000383] [CE 3.992 (3.821)] [KD 2.029 (1.987)] +2024-10-20 03:27:19,254 - Train: 77.60% [970750/1251000] [776.0/1000.0] [batch_t 0.365 (0.430)] [data_t 0.015] [optim_t 0.349] [lr 0.000383] [CE 3.499 (3.932)] [KD 1.779 (2.044)] +2024-10-20 03:27:52,477 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.452)] [top1_cnt 40728] [top5_cnt 47894] [top_all 50000] +2024-10-20 03:27:52,478 - net: 81.456 (95.788) +2024-10-20 03:28:14,425 - Test (net_E): 100.00% [50/50] [batch_t 0.144 (0.432)] [top1_cnt 41437] [top5_cnt 48169] [top_all 50000] +2024-10-20 03:28:14,426 - net_E: 82.874 (96.338) +2024-10-20 03:28:14,590 - Max [top1: 81.456 (epoch: 776)] [top1-ema: 82.874 (epoch: 776)] +2024-10-20 03:28:14,591 - ==> Total time: 5 days, 3:46:23 Eta: 1 day, 11:43:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 03:28:32,863 - Train: 77.60% [970800/1251000] [776.0/1000.0] [batch_t 0.361 (0.478)] [data_t 0.015] [optim_t 0.346] [lr 0.000383] [CE 3.544 (3.889)] [KD 1.866 (2.009)] +2024-10-20 03:28:53,251 - Train: 77.61% [970850/1251000] [776.1/1000.0] [batch_t 0.486 (0.408)] [data_t 0.016] [optim_t 0.471] [lr 0.000383] [CE 3.759 (3.950)] [KD 2.023 (2.056)] +2024-10-20 03:29:15,576 - Train: 77.61% [970900/1251000] [776.1/1000.0] [batch_t 0.437 (0.446)] [data_t 0.015] [optim_t 0.421] [lr 0.000382] [CE 3.342 (3.897)] [KD 1.781 (2.043)] +2024-10-20 03:29:36,907 - Train: 77.61% [970950/1251000] [776.1/1000.0] [batch_t 0.399 (0.426)] [data_t 0.015] [optim_t 0.383] [lr 0.000382] [CE 3.955 (3.888)] [KD 2.132 (2.032)] +2024-10-20 03:29:58,486 - Train: 77.62% [971000/1251000] [776.2/1000.0] [batch_t 0.373 (0.431)] [data_t 0.015] [optim_t 0.358] [lr 0.000382] [CE 3.735 (3.834)] [KD 1.878 (1.998)] +2024-10-20 03:30:20,126 - Train: 77.62% [971050/1251000] [776.2/1000.0] [batch_t 0.414 (0.433)] [data_t 0.015] [optim_t 0.399] [lr 0.000382] [CE 3.413 (3.910)] [KD 1.769 (2.044)] +2024-10-20 03:30:41,899 - Train: 77.63% [971100/1251000] [776.3/1000.0] [batch_t 0.442 (0.435)] [data_t 0.016] [optim_t 0.426] [lr 0.000382] [CE 4.228 (3.909)] [KD 2.176 (2.068)] +2024-10-20 03:31:04,413 - Train: 77.63% [971150/1251000] [776.3/1000.0] [batch_t 0.455 (0.450)] [data_t 0.015] [optim_t 0.440] [lr 0.000382] [CE 3.240 (3.915)] [KD 1.837 (2.035)] +2024-10-20 03:31:26,501 - Train: 77.63% [971200/1251000] [776.3/1000.0] [batch_t 0.467 (0.442)] [data_t 0.122] [optim_t 0.345] [lr 0.000382] [CE 3.722 (3.965)] [KD 1.832 (2.062)] +2024-10-20 03:31:49,076 - Train: 77.64% [971250/1251000] [776.4/1000.0] [batch_t 0.899 (0.451)] [data_t 0.556] [optim_t 0.343] [lr 0.000382] [CE 4.264 (3.967)] [KD 2.209 (2.060)] +2024-10-20 03:32:10,548 - Train: 77.64% [971300/1251000] [776.4/1000.0] [batch_t 0.386 (0.429)] [data_t 0.043] [optim_t 0.343] [lr 0.000382] [CE 3.956 (3.910)] [KD 1.942 (2.034)] +2024-10-20 03:32:32,426 - Train: 77.65% [971350/1251000] [776.5/1000.0] [batch_t 0.470 (0.437)] [data_t 0.126] [optim_t 0.344] [lr 0.000381] [CE 3.686 (3.818)] [KD 1.987 (2.003)] +2024-10-20 03:32:53,601 - Train: 77.65% [971400/1251000] [776.5/1000.0] [batch_t 0.384 (0.423)] [data_t 0.041] [optim_t 0.343] [lr 0.000381] [CE 3.934 (3.882)] [KD 2.088 (2.039)] +2024-10-20 03:33:15,255 - Train: 77.65% [971450/1251000] [776.5/1000.0] [batch_t 0.412 (0.433)] [data_t 0.015] [optim_t 0.396] [lr 0.000381] [CE 3.637 (3.920)] [KD 1.919 (2.062)] +2024-10-20 03:33:37,190 - Train: 77.66% [971500/1251000] [776.6/1000.0] [batch_t 0.423 (0.439)] [data_t 0.015] [optim_t 0.408] [lr 0.000381] [CE 4.073 (3.886)] [KD 2.186 (2.031)] +2024-10-20 03:33:59,078 - Train: 77.66% [971550/1251000] [776.6/1000.0] [batch_t 0.429 (0.438)] [data_t 0.015] [optim_t 0.413] [lr 0.000381] [CE 3.877 (3.874)] [KD 2.069 (2.018)] +2024-10-20 03:34:20,258 - Train: 77.67% [971600/1251000] [776.7/1000.0] [batch_t 0.455 (0.423)] [data_t 0.015] [optim_t 0.440] [lr 0.000381] [CE 4.095 (3.937)] [KD 2.214 (2.059)] +2024-10-20 03:34:42,202 - Train: 77.67% [971650/1251000] [776.7/1000.0] [batch_t 0.365 (0.439)] [data_t 0.015] [optim_t 0.350] [lr 0.000381] [CE 4.432 (3.877)] [KD 2.271 (2.038)] +2024-10-20 03:35:03,704 - Train: 77.67% [971700/1251000] [776.7/1000.0] [batch_t 0.518 (0.430)] [data_t 0.177] [optim_t 0.341] [lr 0.000381] [CE 3.623 (3.843)] [KD 1.805 (2.023)] +2024-10-20 03:35:25,668 - Train: 77.68% [971750/1251000] [776.8/1000.0] [batch_t 0.363 (0.439)] [data_t 0.015] [optim_t 0.348] [lr 0.000380] [CE 3.486 (3.861)] [KD 1.836 (2.026)] +2024-10-20 03:35:46,680 - Train: 77.68% [971800/1251000] [776.8/1000.0] [batch_t 0.440 (0.420)] [data_t 0.096] [optim_t 0.344] [lr 0.000380] [CE 3.835 (3.899)] [KD 2.152 (2.041)] +2024-10-20 03:36:08,444 - Train: 77.69% [971850/1251000] [776.9/1000.0] [batch_t 0.580 (0.435)] [data_t 0.015] [optim_t 0.565] [lr 0.000380] [CE 4.387 (3.895)] [KD 2.141 (2.033)] +2024-10-20 03:36:29,642 - Train: 77.69% [971900/1251000] [776.9/1000.0] [batch_t 0.404 (0.424)] [data_t 0.015] [optim_t 0.389] [lr 0.000380] [CE 3.671 (3.800)] [KD 1.876 (1.987)] +2024-10-20 03:36:51,040 - Train: 77.69% [971950/1251000] [776.9/1000.0] [batch_t 0.474 (0.428)] [data_t 0.016] [optim_t 0.458] [lr 0.000380] [CE 3.565 (3.939)] [KD 1.984 (2.071)] +2024-10-20 03:37:12,855 - Train: 77.70% [972000/1251000] [777.0/1000.0] [batch_t 0.436 (0.436)] [data_t 0.016] [optim_t 0.420] [lr 0.000380] [CE 3.623 (3.818)] [KD 2.100 (2.001)] +2024-10-20 03:37:45,196 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.429)] [top1_cnt 40565] [top5_cnt 47810] [top_all 50000] +2024-10-20 03:37:45,196 - net: 81.130 (95.620) +2024-10-20 03:38:06,900 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41425] [top5_cnt 48174] [top_all 50000] +2024-10-20 03:38:06,901 - net_E: 82.850 (96.348) +2024-10-20 03:38:07,105 - Max [top1: 81.456 (epoch: 776)] [top1-ema: 82.874 (epoch: 776)] +2024-10-20 03:38:07,106 - ==> Total time: 5 days, 3:56:15 Eta: 1 day, 11:34:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 03:38:22,130 - Train: 77.70% [972050/1251000] [777.0/1000.0] [batch_t 0.363 (0.582)] [data_t 0.016] [optim_t 0.347] [lr 0.000380] [CE 3.461 (3.782)] [KD 1.826 (2.000)] +2024-10-20 03:38:42,747 - Train: 77.71% [972100/1251000] [777.1/1000.0] [batch_t 0.440 (0.412)] [data_t 0.015] [optim_t 0.425] [lr 0.000380] [CE 4.035 (3.973)] [KD 2.103 (2.073)] +2024-10-20 03:39:04,689 - Train: 77.71% [972150/1251000] [777.1/1000.0] [batch_t 1.000 (0.439)] [data_t 0.016] [optim_t 0.984] [lr 0.000379] [CE 3.472 (3.844)] [KD 1.845 (2.018)] +2024-10-20 03:39:24,803 - Train: 77.71% [972200/1251000] [777.1/1000.0] [batch_t 0.362 (0.402)] [data_t 0.015] [optim_t 0.346] [lr 0.000379] [CE 4.260 (3.886)] [KD 2.152 (2.022)] +2024-10-20 03:39:46,152 - Train: 77.72% [972250/1251000] [777.2/1000.0] [batch_t 0.418 (0.427)] [data_t 0.015] [optim_t 0.403] [lr 0.000379] [CE 3.447 (3.927)] [KD 1.633 (2.035)] +2024-10-20 03:40:06,912 - Train: 77.72% [972300/1251000] [777.2/1000.0] [batch_t 0.435 (0.415)] [data_t 0.015] [optim_t 0.419] [lr 0.000379] [CE 4.173 (3.900)] [KD 2.199 (2.064)] +2024-10-20 03:40:28,074 - Train: 77.73% [972350/1251000] [777.3/1000.0] [batch_t 0.405 (0.423)] [data_t 0.015] [optim_t 0.390] [lr 0.000379] [CE 4.365 (3.911)] [KD 2.181 (2.043)] +2024-10-20 03:40:49,421 - Train: 77.73% [972400/1251000] [777.3/1000.0] [batch_t 0.831 (0.427)] [data_t 0.015] [optim_t 0.816] [lr 0.000379] [CE 3.715 (3.874)] [KD 2.070 (2.015)] +2024-10-20 03:41:09,733 - Train: 77.73% [972450/1251000] [777.3/1000.0] [batch_t 0.534 (0.406)] [data_t 0.015] [optim_t 0.518] [lr 0.000379] [CE 3.908 (3.890)] [KD 1.982 (2.040)] +2024-10-20 03:41:30,828 - Train: 77.74% [972500/1251000] [777.4/1000.0] [batch_t 0.430 (0.422)] [data_t 0.016] [optim_t 0.414] [lr 0.000379] [CE 3.501 (3.787)] [KD 1.834 (1.992)] +2024-10-20 03:41:52,515 - Train: 77.74% [972550/1251000] [777.4/1000.0] [batch_t 0.389 (0.434)] [data_t 0.016] [optim_t 0.373] [lr 0.000379] [CE 3.990 (3.923)] [KD 2.062 (2.032)] +2024-10-20 03:42:14,054 - Train: 77.75% [972600/1251000] [777.5/1000.0] [batch_t 0.435 (0.431)] [data_t 0.015] [optim_t 0.420] [lr 0.000378] [CE 4.275 (3.915)] [KD 2.348 (2.050)] +2024-10-20 03:42:35,120 - Train: 77.75% [972650/1251000] [777.5/1000.0] [batch_t 0.452 (0.421)] [data_t 0.015] [optim_t 0.436] [lr 0.000378] [CE 4.262 (3.898)] [KD 2.381 (2.054)] +2024-10-20 03:42:56,672 - Train: 77.75% [972700/1251000] [777.5/1000.0] [batch_t 0.467 (0.431)] [data_t 0.015] [optim_t 0.451] [lr 0.000378] [CE 3.847 (3.874)] [KD 1.894 (2.025)] +2024-10-20 03:43:17,984 - Train: 77.76% [972750/1251000] [777.6/1000.0] [batch_t 0.434 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.000378] [CE 3.634 (3.849)] [KD 1.904 (2.014)] +2024-10-20 03:43:39,232 - Train: 77.76% [972800/1251000] [777.6/1000.0] [batch_t 0.382 (0.425)] [data_t 0.015] [optim_t 0.366] [lr 0.000378] [CE 3.768 (3.863)] [KD 1.908 (2.014)] +2024-10-20 03:44:01,104 - Train: 77.77% [972850/1251000] [777.7/1000.0] [batch_t 0.404 (0.437)] [data_t 0.015] [optim_t 0.389] [lr 0.000378] [CE 4.354 (3.886)] [KD 2.168 (2.047)] +2024-10-20 03:44:23,358 - Train: 77.77% [972900/1251000] [777.7/1000.0] [batch_t 0.489 (0.445)] [data_t 0.015] [optim_t 0.474] [lr 0.000378] [CE 4.079 (3.852)] [KD 1.994 (2.010)] +2024-10-20 03:44:44,866 - Train: 77.77% [972950/1251000] [777.7/1000.0] [batch_t 0.385 (0.430)] [data_t 0.015] [optim_t 0.369] [lr 0.000378] [CE 3.932 (3.938)] [KD 2.096 (2.061)] +2024-10-20 03:45:06,773 - Train: 77.78% [973000/1251000] [777.8/1000.0] [batch_t 0.397 (0.438)] [data_t 0.015] [optim_t 0.382] [lr 0.000377] [CE 3.713 (3.885)] [KD 2.006 (2.041)] +2024-10-20 03:45:27,775 - Train: 77.78% [973050/1251000] [777.8/1000.0] [batch_t 0.428 (0.420)] [data_t 0.015] [optim_t 0.412] [lr 0.000377] [CE 3.567 (3.866)] [KD 1.827 (2.028)] +2024-10-20 03:45:49,171 - Train: 77.79% [973100/1251000] [777.9/1000.0] [batch_t 0.418 (0.428)] [data_t 0.015] [optim_t 0.403] [lr 0.000377] [CE 4.190 (3.897)] [KD 2.291 (2.018)] +2024-10-20 03:46:10,382 - Train: 77.79% [973150/1251000] [777.9/1000.0] [batch_t 0.386 (0.424)] [data_t 0.016] [optim_t 0.370] [lr 0.000377] [CE 4.055 (3.881)] [KD 2.109 (2.018)] +2024-10-20 03:46:31,366 - Train: 77.79% [973200/1251000] [777.9/1000.0] [batch_t 0.397 (0.420)] [data_t 0.015] [optim_t 0.382] [lr 0.000377] [CE 3.490 (3.854)] [KD 1.878 (2.002)] +2024-10-20 03:46:51,747 - Train: 77.80% [973250/1251000] [778.0/1000.0] [batch_t 0.407 (0.408)] [data_t 0.015] [optim_t 0.391] [lr 0.000377] [CE 4.136 (3.898)] [KD 2.158 (2.036)] +2024-10-20 03:47:24,487 - Test (net): 100.00% [50/50] [batch_t 0.147 (0.432)] [top1_cnt 40638] [top5_cnt 47827] [top_all 50000] +2024-10-20 03:47:24,487 - net: 81.276 (95.654) +2024-10-20 03:47:45,829 - Test (net_E): 100.00% [50/50] [batch_t 0.141 (0.420)] [top1_cnt 41446] [top5_cnt 48172] [top_all 50000] +2024-10-20 03:47:45,830 - net_E: 82.892 (96.344) +2024-10-20 03:47:46,008 - Max [top1: 81.456 (epoch: 776)] [top1-ema: 82.892 (epoch: 778)] +2024-10-20 03:47:46,009 - ==> Total time: 5 days, 4:05:54 Eta: 1 day, 11:24:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 03:48:02,235 - Train: 77.80% [973300/1251000] [778.0/1000.0] [batch_t 0.365 (0.530)] [data_t 0.015] [optim_t 0.350] [lr 0.000377] [CE 3.952 (3.947)] [KD 1.942 (2.038)] +2024-10-20 03:48:21,940 - Train: 77.81% [973350/1251000] [778.1/1000.0] [batch_t 0.474 (0.394)] [data_t 0.015] [optim_t 0.459] [lr 0.000377] [CE 3.963 (3.896)] [KD 2.087 (2.029)] +2024-10-20 03:48:44,041 - Train: 77.81% [973400/1251000] [778.1/1000.0] [batch_t 0.515 (0.442)] [data_t 0.015] [optim_t 0.500] [lr 0.000376] [CE 4.027 (3.996)] [KD 2.131 (2.069)] +2024-10-20 03:49:05,451 - Train: 77.81% [973450/1251000] [778.1/1000.0] [batch_t 0.442 (0.428)] [data_t 0.015] [optim_t 0.427] [lr 0.000376] [CE 4.104 (3.882)] [KD 2.019 (2.024)] +2024-10-20 03:49:26,683 - Train: 77.82% [973500/1251000] [778.2/1000.0] [batch_t 0.359 (0.425)] [data_t 0.015] [optim_t 0.343] [lr 0.000376] [CE 4.142 (3.875)] [KD 2.163 (2.017)] +2024-10-20 03:49:48,566 - Train: 77.82% [973550/1251000] [778.2/1000.0] [batch_t 0.468 (0.438)] [data_t 0.015] [optim_t 0.452] [lr 0.000376] [CE 3.380 (3.862)] [KD 1.738 (2.002)] +2024-10-20 03:50:11,400 - Train: 77.83% [973600/1251000] [778.3/1000.0] [batch_t 0.359 (0.457)] [data_t 0.015] [optim_t 0.344] [lr 0.000376] [CE 4.179 (3.842)] [KD 2.220 (1.993)] +2024-10-20 03:50:33,521 - Train: 77.83% [973650/1251000] [778.3/1000.0] [batch_t 0.794 (0.442)] [data_t 0.015] [optim_t 0.778] [lr 0.000376] [CE 4.339 (3.912)] [KD 2.168 (2.041)] +2024-10-20 03:50:54,998 - Train: 77.83% [973700/1251000] [778.3/1000.0] [batch_t 0.549 (0.429)] [data_t 0.015] [optim_t 0.533] [lr 0.000376] [CE 3.718 (3.842)] [KD 2.003 (2.005)] +2024-10-20 03:51:17,640 - Train: 77.84% [973750/1251000] [778.4/1000.0] [batch_t 0.465 (0.453)] [data_t 0.015] [optim_t 0.449] [lr 0.000376] [CE 3.908 (3.893)] [KD 2.169 (2.022)] +2024-10-20 03:51:39,539 - Train: 77.84% [973800/1251000] [778.4/1000.0] [batch_t 0.407 (0.438)] [data_t 0.015] [optim_t 0.391] [lr 0.000376] [CE 4.208 (3.854)] [KD 2.304 (2.030)] +2024-10-20 03:52:01,442 - Train: 77.85% [973850/1251000] [778.5/1000.0] [batch_t 0.363 (0.438)] [data_t 0.015] [optim_t 0.347] [lr 0.000375] [CE 3.813 (3.883)] [KD 2.174 (2.035)] +2024-10-20 03:52:23,094 - Train: 77.85% [973900/1251000] [778.5/1000.0] [batch_t 0.359 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.000375] [CE 4.139 (3.888)] [KD 2.110 (2.028)] +2024-10-20 03:52:43,915 - Train: 77.85% [973950/1251000] [778.5/1000.0] [batch_t 0.405 (0.416)] [data_t 0.015] [optim_t 0.390] [lr 0.000375] [CE 3.825 (3.903)] [KD 1.933 (2.022)] +2024-10-20 03:53:06,189 - Train: 77.86% [974000/1251000] [778.6/1000.0] [batch_t 0.475 (0.445)] [data_t 0.015] [optim_t 0.459] [lr 0.000375] [CE 4.459 (3.857)] [KD 2.575 (2.024)] +2024-10-20 03:53:28,198 - Train: 77.86% [974050/1251000] [778.6/1000.0] [batch_t 0.443 (0.440)] [data_t 0.015] [optim_t 0.428] [lr 0.000375] [CE 3.856 (3.902)] [KD 1.935 (2.014)] +2024-10-20 03:53:49,259 - Train: 77.87% [974100/1251000] [778.7/1000.0] [batch_t 0.375 (0.421)] [data_t 0.015] [optim_t 0.360] [lr 0.000375] [CE 3.755 (3.884)] [KD 2.046 (2.041)] +2024-10-20 03:54:10,954 - Train: 77.87% [974150/1251000] [778.7/1000.0] [batch_t 0.483 (0.434)] [data_t 0.015] [optim_t 0.467] [lr 0.000375] [CE 3.921 (3.897)] [KD 1.988 (2.047)] +2024-10-20 03:54:33,148 - Train: 77.87% [974200/1251000] [778.7/1000.0] [batch_t 0.438 (0.444)] [data_t 0.015] [optim_t 0.423] [lr 0.000375] [CE 3.805 (3.805)] [KD 2.126 (1.988)] +2024-10-20 03:54:55,587 - Train: 77.88% [974250/1251000] [778.8/1000.0] [batch_t 0.469 (0.449)] [data_t 0.015] [optim_t 0.454] [lr 0.000374] [CE 3.920 (3.867)] [KD 1.972 (2.008)] +2024-10-20 03:55:17,428 - Train: 77.88% [974300/1251000] [778.8/1000.0] [batch_t 0.403 (0.437)] [data_t 0.016] [optim_t 0.387] [lr 0.000374] [CE 4.022 (3.846)] [KD 2.111 (2.000)] +2024-10-20 03:55:37,585 - Train: 77.89% [974350/1251000] [778.9/1000.0] [batch_t 0.402 (0.403)] [data_t 0.016] [optim_t 0.387] [lr 0.000374] [CE 3.795 (3.894)] [KD 2.090 (2.026)] +2024-10-20 03:55:58,209 - Train: 77.89% [974400/1251000] [778.9/1000.0] [batch_t 0.427 (0.412)] [data_t 0.015] [optim_t 0.412] [lr 0.000374] [CE 3.872 (3.878)] [KD 2.071 (2.036)] +2024-10-20 03:56:19,526 - Train: 77.89% [974450/1251000] [778.9/1000.0] [batch_t 0.360 (0.426)] [data_t 0.016] [optim_t 0.344] [lr 0.000374] [CE 3.797 (3.895)] [KD 1.892 (2.047)] +2024-10-20 03:56:41,347 - Train: 77.90% [974500/1251000] [779.0/1000.0] [batch_t 0.463 (0.436)] [data_t 0.015] [optim_t 0.447] [lr 0.000374] [CE 4.013 (3.828)] [KD 1.907 (1.981)] +2024-10-20 03:57:15,223 - Test (net): 100.00% [50/50] [batch_t 0.140 (0.437)] [top1_cnt 40554] [top5_cnt 47801] [top_all 50000] +2024-10-20 03:57:15,223 - net: 81.108 (95.602) +2024-10-20 03:57:36,686 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41437] [top5_cnt 48154] [top_all 50000] +2024-10-20 03:57:36,687 - net_E: 82.874 (96.308) +2024-10-20 03:57:36,847 - Max [top1: 81.456 (epoch: 776)] [top1-ema: 82.892 (epoch: 778)] +2024-10-20 03:57:36,847 - ==> Total time: 5 days, 4:15:45 Eta: 1 day, 11:15:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 03:57:51,039 - Train: 77.90% [974550/1251000] [779.0/1000.0] [batch_t 0.365 (0.605)] [data_t 0.016] [optim_t 0.349] [lr 0.000374] [CE 3.835 (3.860)] [KD 1.831 (2.006)] +2024-10-20 03:58:12,168 - Train: 77.91% [974600/1251000] [779.1/1000.0] [batch_t 0.527 (0.422)] [data_t 0.015] [optim_t 0.511] [lr 0.000374] [CE 3.732 (3.832)] [KD 1.767 (1.983)] +2024-10-20 03:58:34,547 - Train: 77.91% [974650/1251000] [779.1/1000.0] [batch_t 0.457 (0.447)] [data_t 0.015] [optim_t 0.442] [lr 0.000373] [CE 4.187 (3.894)] [KD 2.233 (2.028)] +2024-10-20 03:58:56,691 - Train: 77.91% [974700/1251000] [779.1/1000.0] [batch_t 0.469 (0.443)] [data_t 0.015] [optim_t 0.453] [lr 0.000373] [CE 3.237 (3.903)] [KD 1.716 (2.016)] +2024-10-20 03:59:18,795 - Train: 77.92% [974750/1251000] [779.2/1000.0] [batch_t 0.486 (0.442)] [data_t 0.015] [optim_t 0.471] [lr 0.000373] [CE 3.938 (3.882)] [KD 2.096 (2.017)] +2024-10-20 03:59:40,117 - Train: 77.92% [974800/1251000] [779.2/1000.0] [batch_t 0.395 (0.426)] [data_t 0.015] [optim_t 0.380] [lr 0.000373] [CE 3.285 (3.847)] [KD 1.731 (2.010)] +2024-10-20 04:00:01,245 - Train: 77.93% [974850/1251000] [779.3/1000.0] [batch_t 0.474 (0.422)] [data_t 0.016] [optim_t 0.459] [lr 0.000373] [CE 4.191 (3.837)] [KD 2.188 (2.018)] +2024-10-20 04:00:23,046 - Train: 77.93% [974900/1251000] [779.3/1000.0] [batch_t 0.467 (0.436)] [data_t 0.015] [optim_t 0.452] [lr 0.000373] [CE 3.591 (3.813)] [KD 1.934 (1.983)] +2024-10-20 04:00:44,393 - Train: 77.93% [974950/1251000] [779.3/1000.0] [batch_t 0.389 (0.427)] [data_t 0.015] [optim_t 0.373] [lr 0.000373] [CE 3.781 (3.854)] [KD 1.972 (2.002)] +2024-10-20 04:01:05,528 - Train: 77.94% [975000/1251000] [779.4/1000.0] [batch_t 0.398 (0.423)] [data_t 0.016] [optim_t 0.382] [lr 0.000373] [CE 3.855 (3.869)] [KD 2.081 (2.023)] +2024-10-20 04:01:26,794 - Train: 77.94% [975050/1251000] [779.4/1000.0] [batch_t 0.418 (0.425)] [data_t 0.015] [optim_t 0.402] [lr 0.000373] [CE 3.225 (3.857)] [KD 1.705 (1.985)] +2024-10-20 04:01:48,056 - Train: 77.95% [975100/1251000] [779.5/1000.0] [batch_t 0.398 (0.425)] [data_t 0.015] [optim_t 0.383] [lr 0.000372] [CE 3.528 (3.852)] [KD 1.806 (2.000)] +2024-10-20 04:02:09,690 - Train: 77.95% [975150/1251000] [779.5/1000.0] [batch_t 0.470 (0.433)] [data_t 0.015] [optim_t 0.454] [lr 0.000372] [CE 3.790 (3.849)] [KD 1.880 (2.000)] +2024-10-20 04:02:31,814 - Train: 77.95% [975200/1251000] [779.5/1000.0] [batch_t 0.443 (0.442)] [data_t 0.015] [optim_t 0.428] [lr 0.000372] [CE 3.907 (3.812)] [KD 2.145 (1.984)] +2024-10-20 04:02:52,926 - Train: 77.96% [975250/1251000] [779.6/1000.0] [batch_t 0.398 (0.422)] [data_t 0.016] [optim_t 0.383] [lr 0.000372] [CE 4.161 (3.904)] [KD 2.368 (2.037)] +2024-10-20 04:03:14,161 - Train: 77.96% [975300/1251000] [779.6/1000.0] [batch_t 0.417 (0.425)] [data_t 0.015] [optim_t 0.402] [lr 0.000372] [CE 3.763 (3.852)] [KD 2.089 (2.004)] +2024-10-20 04:03:36,952 - Train: 77.97% [975350/1251000] [779.7/1000.0] [batch_t 0.555 (0.456)] [data_t 0.015] [optim_t 0.540] [lr 0.000372] [CE 3.347 (3.830)] [KD 1.787 (2.033)] +2024-10-20 04:03:59,720 - Train: 77.97% [975400/1251000] [779.7/1000.0] [batch_t 0.513 (0.455)] [data_t 0.015] [optim_t 0.498] [lr 0.000372] [CE 3.904 (3.886)] [KD 2.016 (2.021)] +2024-10-20 04:04:21,876 - Train: 77.97% [975450/1251000] [779.7/1000.0] [batch_t 0.390 (0.443)] [data_t 0.015] [optim_t 0.374] [lr 0.000372] [CE 3.803 (3.866)] [KD 2.028 (2.000)] +2024-10-20 04:04:44,419 - Train: 77.98% [975500/1251000] [779.8/1000.0] [batch_t 0.464 (0.451)] [data_t 0.015] [optim_t 0.449] [lr 0.000371] [CE 4.171 (3.924)] [KD 2.026 (2.058)] +2024-10-20 04:05:06,618 - Train: 77.98% [975550/1251000] [779.8/1000.0] [batch_t 0.434 (0.444)] [data_t 0.015] [optim_t 0.419] [lr 0.000371] [CE 3.680 (3.879)] [KD 1.965 (2.032)] +2024-10-20 04:05:29,055 - Train: 77.99% [975600/1251000] [779.9/1000.0] [batch_t 0.454 (0.449)] [data_t 0.015] [optim_t 0.439] [lr 0.000371] [CE 3.884 (3.812)] [KD 2.081 (1.985)] +2024-10-20 04:05:51,190 - Train: 77.99% [975650/1251000] [779.9/1000.0] [batch_t 0.433 (0.443)] [data_t 0.016] [optim_t 0.418] [lr 0.000371] [CE 3.321 (3.908)] [KD 1.842 (2.030)] +2024-10-20 04:06:13,150 - Train: 77.99% [975700/1251000] [779.9/1000.0] [batch_t 0.440 (0.439)] [data_t 0.015] [optim_t 0.425] [lr 0.000371] [CE 4.005 (3.811)] [KD 2.098 (2.012)] +2024-10-20 04:06:34,679 - Train: 78.00% [975750/1251000] [780.0/1000.0] [batch_t 0.422 (0.430)] [data_t 0.015] [optim_t 0.407] [lr 0.000371] [CE 4.304 (3.884)] [KD 2.183 (2.009)] +2024-10-20 04:07:08,521 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 40716] [top5_cnt 47816] [top_all 50000] +2024-10-20 04:07:08,521 - net: 81.432 (95.632) +2024-10-20 04:07:30,503 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 41449] [top5_cnt 48142] [top_all 50000] +2024-10-20 04:07:30,503 - net_E: 82.898 (96.284) +2024-10-20 04:07:30,678 - Max [top1: 81.456 (epoch: 776)] [top1-ema: 82.898 (epoch: 780)] +2024-10-20 04:07:30,678 - ==> Total time: 5 days, 4:25:39 Eta: 1 day, 11:05:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 04:07:46,713 - Train: 78.00% [975800/1251000] [780.0/1000.0] [batch_t 0.360 (0.457)] [data_t 0.015] [optim_t 0.344] [lr 0.000371] [CE 3.826 (3.868)] [KD 2.120 (2.034)] +2024-10-20 04:08:07,649 - Train: 78.01% [975850/1251000] [780.1/1000.0] [batch_t 0.488 (0.419)] [data_t 0.148] [optim_t 0.340] [lr 0.000371] [CE 4.136 (3.939)] [KD 2.094 (2.051)] +2024-10-20 04:08:30,082 - Train: 78.01% [975900/1251000] [780.1/1000.0] [batch_t 0.485 (0.449)] [data_t 0.140] [optim_t 0.344] [lr 0.000371] [CE 4.403 (3.937)] [KD 2.291 (2.030)] +2024-10-20 04:08:52,204 - Train: 78.01% [975950/1251000] [780.1/1000.0] [batch_t 0.473 (0.442)] [data_t 0.128] [optim_t 0.346] [lr 0.000370] [CE 3.997 (3.881)] [KD 1.799 (2.001)] +2024-10-20 04:09:14,265 - Train: 78.02% [976000/1251000] [780.2/1000.0] [batch_t 0.418 (0.441)] [data_t 0.075] [optim_t 0.343] [lr 0.000370] [CE 4.255 (3.856)] [KD 2.311 (2.000)] +2024-10-20 04:09:36,314 - Train: 78.02% [976050/1251000] [780.2/1000.0] [batch_t 0.428 (0.441)] [data_t 0.085] [optim_t 0.343] [lr 0.000370] [CE 3.052 (3.856)] [KD 1.611 (2.018)] +2024-10-20 04:09:57,645 - Train: 78.03% [976100/1251000] [780.3/1000.0] [batch_t 0.414 (0.427)] [data_t 0.072] [optim_t 0.342] [lr 0.000370] [CE 3.755 (3.835)] [KD 2.011 (1.993)] +2024-10-20 04:10:19,104 - Train: 78.03% [976150/1251000] [780.3/1000.0] [batch_t 0.467 (0.429)] [data_t 0.124] [optim_t 0.343] [lr 0.000370] [CE 3.772 (3.892)] [KD 2.001 (2.016)] +2024-10-20 04:10:41,001 - Train: 78.03% [976200/1251000] [780.3/1000.0] [batch_t 0.435 (0.438)] [data_t 0.094] [optim_t 0.341] [lr 0.000370] [CE 3.722 (3.825)] [KD 1.972 (2.006)] +2024-10-20 04:11:02,828 - Train: 78.04% [976250/1251000] [780.4/1000.0] [batch_t 0.502 (0.436)] [data_t 0.157] [optim_t 0.345] [lr 0.000370] [CE 4.596 (3.859)] [KD 2.385 (2.003)] +2024-10-20 04:11:24,768 - Train: 78.04% [976300/1251000] [780.4/1000.0] [batch_t 0.396 (0.439)] [data_t 0.054] [optim_t 0.342] [lr 0.000370] [CE 4.304 (3.892)] [KD 2.324 (2.028)] +2024-10-20 04:11:46,305 - Train: 78.05% [976350/1251000] [780.5/1000.0] [batch_t 0.499 (0.431)] [data_t 0.156] [optim_t 0.343] [lr 0.000369] [CE 3.143 (3.845)] [KD 1.584 (2.022)] +2024-10-20 04:12:07,881 - Train: 78.05% [976400/1251000] [780.5/1000.0] [batch_t 0.449 (0.431)] [data_t 0.106] [optim_t 0.343] [lr 0.000369] [CE 3.269 (3.914)] [KD 1.647 (2.023)] +2024-10-20 04:12:29,549 - Train: 78.05% [976450/1251000] [780.5/1000.0] [batch_t 0.402 (0.433)] [data_t 0.059] [optim_t 0.343] [lr 0.000369] [CE 4.321 (3.964)] [KD 2.161 (2.033)] +2024-10-20 04:12:50,071 - Train: 78.06% [976500/1251000] [780.6/1000.0] [batch_t 0.473 (0.410)] [data_t 0.031] [optim_t 0.442] [lr 0.000369] [CE 3.774 (3.842)] [KD 1.966 (1.975)] +2024-10-20 04:13:12,732 - Train: 78.06% [976550/1251000] [780.6/1000.0] [batch_t 0.492 (0.453)] [data_t 0.015] [optim_t 0.476] [lr 0.000369] [CE 3.900 (3.864)] [KD 2.043 (2.014)] +2024-10-20 04:13:33,554 - Train: 78.07% [976600/1251000] [780.7/1000.0] [batch_t 0.721 (0.416)] [data_t 0.015] [optim_t 0.705] [lr 0.000369] [CE 4.328 (3.845)] [KD 2.315 (1.961)] +2024-10-20 04:13:54,016 - Train: 78.07% [976650/1251000] [780.7/1000.0] [batch_t 0.419 (0.409)] [data_t 0.015] [optim_t 0.404] [lr 0.000369] [CE 4.309 (3.868)] [KD 2.159 (1.998)] +2024-10-20 04:14:15,935 - Train: 78.07% [976700/1251000] [780.7/1000.0] [batch_t 0.388 (0.438)] [data_t 0.015] [optim_t 0.373] [lr 0.000369] [CE 3.933 (3.834)] [KD 1.930 (1.991)] +2024-10-20 04:14:37,284 - Train: 78.08% [976750/1251000] [780.8/1000.0] [batch_t 0.453 (0.427)] [data_t 0.015] [optim_t 0.438] [lr 0.000368] [CE 4.266 (3.869)] [KD 2.153 (2.006)] +2024-10-20 04:14:58,022 - Train: 78.08% [976800/1251000] [780.8/1000.0] [batch_t 0.394 (0.415)] [data_t 0.015] [optim_t 0.378] [lr 0.000368] [CE 3.980 (3.899)] [KD 1.905 (2.024)] +2024-10-20 04:15:18,884 - Train: 78.09% [976850/1251000] [780.9/1000.0] [batch_t 0.370 (0.417)] [data_t 0.015] [optim_t 0.354] [lr 0.000368] [CE 3.484 (3.884)] [KD 1.812 (2.028)] +2024-10-20 04:15:40,172 - Train: 78.09% [976900/1251000] [780.9/1000.0] [batch_t 0.459 (0.426)] [data_t 0.015] [optim_t 0.443] [lr 0.000368] [CE 4.244 (3.923)] [KD 2.179 (2.027)] +2024-10-20 04:16:01,511 - Train: 78.09% [976950/1251000] [780.9/1000.0] [batch_t 0.482 (0.427)] [data_t 0.015] [optim_t 0.467] [lr 0.000368] [CE 3.983 (3.893)] [KD 1.999 (2.022)] +2024-10-20 04:16:23,040 - Train: 78.10% [977000/1251000] [781.0/1000.0] [batch_t 0.378 (0.430)] [data_t 0.015] [optim_t 0.363] [lr 0.000368] [CE 4.085 (3.895)] [KD 2.195 (2.047)] +2024-10-20 04:16:57,590 - Test (net): 100.00% [50/50] [batch_t 0.152 (0.436)] [top1_cnt 40612] [top5_cnt 47852] [top_all 50000] +2024-10-20 04:16:57,591 - net: 81.224 (95.704) +2024-10-20 04:17:19,408 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41468] [top5_cnt 48128] [top_all 50000] +2024-10-20 04:17:19,409 - net_E: 82.936 (96.256) +2024-10-20 04:17:19,629 - Max [top1: 81.456 (epoch: 776)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 04:17:19,630 - ==> Total time: 5 days, 4:35:28 Eta: 1 day, 10:56:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 04:17:34,632 - Train: 78.10% [977050/1251000] [781.0/1000.0] [batch_t 0.367 (0.526)] [data_t 0.015] [optim_t 0.351] [lr 0.000368] [CE 4.124 (3.929)] [KD 2.256 (2.052)] +2024-10-20 04:17:55,176 - Train: 78.11% [977100/1251000] [781.1/1000.0] [batch_t 0.425 (0.411)] [data_t 0.015] [optim_t 0.410] [lr 0.000368] [CE 3.726 (3.904)] [KD 1.890 (2.041)] +2024-10-20 04:18:17,020 - Train: 78.11% [977150/1251000] [781.1/1000.0] [batch_t 0.445 (0.437)] [data_t 0.016] [optim_t 0.429] [lr 0.000368] [CE 4.066 (3.899)] [KD 2.072 (2.018)] +2024-10-20 04:18:38,825 - Train: 78.11% [977200/1251000] [781.1/1000.0] [batch_t 0.390 (0.436)] [data_t 0.016] [optim_t 0.374] [lr 0.000367] [CE 4.054 (3.912)] [KD 1.920 (2.034)] +2024-10-20 04:19:00,022 - Train: 78.12% [977250/1251000] [781.2/1000.0] [batch_t 0.379 (0.424)] [data_t 0.016] [optim_t 0.364] [lr 0.000367] [CE 3.585 (3.899)] [KD 1.876 (2.035)] +2024-10-20 04:19:21,403 - Train: 78.12% [977300/1251000] [781.2/1000.0] [batch_t 0.455 (0.427)] [data_t 0.016] [optim_t 0.439] [lr 0.000367] [CE 3.693 (3.811)] [KD 1.926 (1.986)] +2024-10-20 04:19:42,705 - Train: 78.13% [977350/1251000] [781.3/1000.0] [batch_t 0.416 (0.426)] [data_t 0.015] [optim_t 0.400] [lr 0.000367] [CE 3.992 (3.844)] [KD 1.964 (2.033)] +2024-10-20 04:20:04,037 - Train: 78.13% [977400/1251000] [781.3/1000.0] [batch_t 0.462 (0.427)] [data_t 0.015] [optim_t 0.447] [lr 0.000367] [CE 3.554 (3.926)] [KD 1.876 (2.050)] +2024-10-20 04:20:25,197 - Train: 78.13% [977450/1251000] [781.3/1000.0] [batch_t 0.466 (0.423)] [data_t 0.015] [optim_t 0.450] [lr 0.000367] [CE 3.740 (3.877)] [KD 1.806 (1.993)] +2024-10-20 04:20:46,350 - Train: 78.14% [977500/1251000] [781.4/1000.0] [batch_t 0.362 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.000367] [CE 3.909 (3.872)] [KD 1.978 (2.007)] +2024-10-20 04:21:08,044 - Train: 78.14% [977550/1251000] [781.4/1000.0] [batch_t 0.360 (0.434)] [data_t 0.015] [optim_t 0.345] [lr 0.000367] [CE 3.989 (3.893)] [KD 2.032 (2.020)] +2024-10-20 04:21:28,456 - Train: 78.15% [977600/1251000] [781.5/1000.0] [batch_t 0.382 (0.408)] [data_t 0.015] [optim_t 0.366] [lr 0.000366] [CE 3.651 (3.908)] [KD 2.003 (2.037)] +2024-10-20 04:21:49,436 - Train: 78.15% [977650/1251000] [781.5/1000.0] [batch_t 0.463 (0.419)] [data_t 0.015] [optim_t 0.448] [lr 0.000366] [CE 3.768 (3.882)] [KD 2.040 (2.024)] +2024-10-20 04:22:10,402 - Train: 78.15% [977700/1251000] [781.5/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.000366] [CE 3.852 (3.906)] [KD 1.957 (2.020)] +2024-10-20 04:22:31,057 - Train: 78.16% [977750/1251000] [781.6/1000.0] [batch_t 0.440 (0.413)] [data_t 0.015] [optim_t 0.424] [lr 0.000366] [CE 3.883 (3.885)] [KD 1.812 (2.011)] +2024-10-20 04:22:52,083 - Train: 78.16% [977800/1251000] [781.6/1000.0] [batch_t 0.406 (0.420)] [data_t 0.015] [optim_t 0.391] [lr 0.000366] [CE 4.145 (3.917)] [KD 2.254 (2.061)] +2024-10-20 04:23:13,193 - Train: 78.17% [977850/1251000] [781.7/1000.0] [batch_t 0.524 (0.422)] [data_t 0.015] [optim_t 0.509] [lr 0.000366] [CE 3.168 (3.812)] [KD 1.646 (1.986)] +2024-10-20 04:23:34,726 - Train: 78.17% [977900/1251000] [781.7/1000.0] [batch_t 0.478 (0.431)] [data_t 0.016] [optim_t 0.462] [lr 0.000366] [CE 3.926 (3.823)] [KD 2.125 (1.992)] +2024-10-20 04:23:56,942 - Train: 78.17% [977950/1251000] [781.7/1000.0] [batch_t 0.497 (0.444)] [data_t 0.015] [optim_t 0.482] [lr 0.000366] [CE 3.752 (3.860)] [KD 1.838 (2.019)] +2024-10-20 04:24:18,864 - Train: 78.18% [978000/1251000] [781.8/1000.0] [batch_t 0.390 (0.438)] [data_t 0.016] [optim_t 0.374] [lr 0.000366] [CE 3.989 (3.839)] [KD 2.059 (2.000)] +2024-10-20 04:24:40,257 - Train: 78.18% [978050/1251000] [781.8/1000.0] [batch_t 0.405 (0.428)] [data_t 0.015] [optim_t 0.390] [lr 0.000365] [CE 3.826 (3.852)] [KD 2.005 (2.014)] +2024-10-20 04:25:01,496 - Train: 78.19% [978100/1251000] [781.9/1000.0] [batch_t 0.439 (0.425)] [data_t 0.016] [optim_t 0.424] [lr 0.000365] [CE 3.960 (3.895)] [KD 2.129 (2.034)] +2024-10-20 04:25:22,867 - Train: 78.19% [978150/1251000] [781.9/1000.0] [batch_t 0.399 (0.427)] [data_t 0.016] [optim_t 0.383] [lr 0.000365] [CE 3.792 (4.008)] [KD 1.846 (2.054)] +2024-10-20 04:25:44,010 - Train: 78.19% [978200/1251000] [781.9/1000.0] [batch_t 0.450 (0.423)] [data_t 0.015] [optim_t 0.435] [lr 0.000365] [CE 3.915 (3.871)] [KD 2.144 (2.004)] +2024-10-20 04:26:05,803 - Train: 78.20% [978250/1251000] [782.0/1000.0] [batch_t 0.437 (0.436)] [data_t 0.015] [optim_t 0.422] [lr 0.000365] [CE 4.000 (3.919)] [KD 1.999 (2.039)] +2024-10-20 04:26:40,623 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 40744] [top5_cnt 47872] [top_all 50000] +2024-10-20 04:26:40,623 - net: 81.488 (95.744) +2024-10-20 04:27:02,121 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41466] [top5_cnt 48150] [top_all 50000] +2024-10-20 04:27:02,122 - net_E: 82.932 (96.300) +2024-10-20 04:27:02,308 - Max [top1: 81.488 (epoch: 782)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 04:27:02,308 - ==> Total time: 5 days, 4:45:10 Eta: 1 day, 10:46:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 04:27:18,250 - Train: 78.20% [978300/1251000] [782.0/1000.0] [batch_t 0.364 (0.459)] [data_t 0.015] [optim_t 0.349] [lr 0.000365] [CE 3.946 (3.789)] [KD 2.159 (1.984)] +2024-10-20 04:27:39,423 - Train: 78.21% [978350/1251000] [782.1/1000.0] [batch_t 0.365 (0.423)] [data_t 0.015] [optim_t 0.350] [lr 0.000365] [CE 3.770 (3.859)] [KD 1.891 (2.010)] +2024-10-20 04:28:00,505 - Train: 78.21% [978400/1251000] [782.1/1000.0] [batch_t 0.467 (0.422)] [data_t 0.105] [optim_t 0.362] [lr 0.000365] [CE 3.603 (3.860)] [KD 1.814 (2.015)] +2024-10-20 04:28:22,836 - Train: 78.21% [978450/1251000] [782.1/1000.0] [batch_t 0.420 (0.447)] [data_t 0.015] [optim_t 0.405] [lr 0.000364] [CE 3.435 (3.950)] [KD 1.810 (2.052)] +2024-10-20 04:28:44,525 - Train: 78.22% [978500/1251000] [782.2/1000.0] [batch_t 0.423 (0.434)] [data_t 0.015] [optim_t 0.408] [lr 0.000364] [CE 3.540 (3.841)] [KD 1.819 (1.997)] +2024-10-20 04:29:05,657 - Train: 78.22% [978550/1251000] [782.2/1000.0] [batch_t 0.432 (0.423)] [data_t 0.015] [optim_t 0.417] [lr 0.000364] [CE 4.269 (3.815)] [KD 2.186 (1.971)] +2024-10-20 04:29:26,662 - Train: 78.23% [978600/1251000] [782.3/1000.0] [batch_t 0.413 (0.420)] [data_t 0.015] [optim_t 0.397] [lr 0.000364] [CE 3.293 (3.893)] [KD 1.629 (2.001)] +2024-10-20 04:29:47,229 - Train: 78.23% [978650/1251000] [782.3/1000.0] [batch_t 0.391 (0.411)] [data_t 0.015] [optim_t 0.376] [lr 0.000364] [CE 3.942 (3.878)] [KD 2.063 (2.009)] +2024-10-20 04:30:08,978 - Train: 78.23% [978700/1251000] [782.3/1000.0] [batch_t 0.510 (0.435)] [data_t 0.015] [optim_t 0.494] [lr 0.000364] [CE 3.435 (3.908)] [KD 1.706 (2.016)] +2024-10-20 04:30:29,858 - Train: 78.24% [978750/1251000] [782.4/1000.0] [batch_t 0.425 (0.418)] [data_t 0.015] [optim_t 0.409] [lr 0.000364] [CE 4.094 (3.911)] [KD 2.146 (2.033)] +2024-10-20 04:30:50,862 - Train: 78.24% [978800/1251000] [782.4/1000.0] [batch_t 0.431 (0.420)] [data_t 0.016] [optim_t 0.415] [lr 0.000364] [CE 3.986 (3.876)] [KD 1.871 (2.008)] +2024-10-20 04:31:12,448 - Train: 78.25% [978850/1251000] [782.5/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.000364] [CE 3.501 (3.882)] [KD 1.887 (2.007)] +2024-10-20 04:31:33,605 - Train: 78.25% [978900/1251000] [782.5/1000.0] [batch_t 0.462 (0.423)] [data_t 0.015] [optim_t 0.447] [lr 0.000363] [CE 4.072 (3.889)] [KD 2.097 (2.036)] +2024-10-20 04:31:54,543 - Train: 78.25% [978950/1251000] [782.5/1000.0] [batch_t 0.426 (0.419)] [data_t 0.015] [optim_t 0.411] [lr 0.000363] [CE 3.646 (3.930)] [KD 1.789 (2.042)] +2024-10-20 04:32:15,813 - Train: 78.26% [979000/1251000] [782.6/1000.0] [batch_t 0.425 (0.425)] [data_t 0.015] [optim_t 0.410] [lr 0.000363] [CE 3.609 (3.920)] [KD 1.895 (2.034)] +2024-10-20 04:32:36,977 - Train: 78.26% [979050/1251000] [782.6/1000.0] [batch_t 0.365 (0.423)] [data_t 0.015] [optim_t 0.350] [lr 0.000363] [CE 4.160 (3.924)] [KD 2.188 (2.043)] +2024-10-20 04:32:58,117 - Train: 78.27% [979100/1251000] [782.7/1000.0] [batch_t 0.425 (0.423)] [data_t 0.015] [optim_t 0.410] [lr 0.000363] [CE 4.229 (3.907)] [KD 2.063 (2.011)] +2024-10-20 04:33:19,650 - Train: 78.27% [979150/1251000] [782.7/1000.0] [batch_t 0.440 (0.431)] [data_t 0.099] [optim_t 0.342] [lr 0.000363] [CE 3.887 (3.876)] [KD 2.032 (2.004)] +2024-10-20 04:33:41,408 - Train: 78.27% [979200/1251000] [782.7/1000.0] [batch_t 0.399 (0.435)] [data_t 0.055] [optim_t 0.344] [lr 0.000363] [CE 3.915 (3.912)] [KD 2.028 (2.040)] +2024-10-20 04:34:02,477 - Train: 78.28% [979250/1251000] [782.8/1000.0] [batch_t 0.396 (0.421)] [data_t 0.050] [optim_t 0.346] [lr 0.000363] [CE 3.376 (3.857)] [KD 1.753 (2.005)] +2024-10-20 04:34:23,681 - Train: 78.28% [979300/1251000] [782.8/1000.0] [batch_t 0.401 (0.424)] [data_t 0.015] [optim_t 0.385] [lr 0.000362] [CE 4.197 (3.905)] [KD 2.275 (2.047)] +2024-10-20 04:34:44,858 - Train: 78.29% [979350/1251000] [782.9/1000.0] [batch_t 0.405 (0.423)] [data_t 0.015] [optim_t 0.390] [lr 0.000362] [CE 3.634 (3.868)] [KD 1.707 (1.999)] +2024-10-20 04:35:05,940 - Train: 78.29% [979400/1251000] [782.9/1000.0] [batch_t 0.365 (0.422)] [data_t 0.015] [optim_t 0.350] [lr 0.000362] [CE 3.931 (3.863)] [KD 1.904 (2.011)] +2024-10-20 04:35:27,317 - Train: 78.29% [979450/1251000] [782.9/1000.0] [batch_t 0.459 (0.427)] [data_t 0.016] [optim_t 0.443] [lr 0.000362] [CE 3.834 (3.944)] [KD 1.994 (2.042)] +2024-10-20 04:35:48,514 - Train: 78.30% [979500/1251000] [783.0/1000.0] [batch_t 0.410 (0.424)] [data_t 0.015] [optim_t 0.395] [lr 0.000362] [CE 4.308 (3.916)] [KD 2.266 (2.028)] +2024-10-20 04:36:23,039 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.423)] [top1_cnt 40648] [top5_cnt 47879] [top_all 50000] +2024-10-20 04:36:23,039 - net: 81.296 (95.758) +2024-10-20 04:36:44,584 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41455] [top5_cnt 48147] [top_all 50000] +2024-10-20 04:36:44,585 - net_E: 82.910 (96.294) +2024-10-20 04:36:44,779 - Max [top1: 81.488 (epoch: 782)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 04:36:44,779 - ==> Total time: 5 days, 4:54:53 Eta: 1 day, 10:37:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 04:36:57,443 - Train: 78.30% [979550/1251000] [783.0/1000.0] [batch_t 0.363 (0.668)] [data_t 0.015] [optim_t 0.348] [lr 0.000362] [CE 4.170 (3.841)] [KD 2.224 (1.970)] +2024-10-20 04:37:18,641 - Train: 78.31% [979600/1251000] [783.1/1000.0] [batch_t 0.437 (0.424)] [data_t 0.015] [optim_t 0.422] [lr 0.000362] [CE 4.242 (3.892)] [KD 2.227 (2.010)] +2024-10-20 04:37:40,613 - Train: 78.31% [979650/1251000] [783.1/1000.0] [batch_t 0.492 (0.439)] [data_t 0.015] [optim_t 0.477] [lr 0.000362] [CE 3.350 (3.834)] [KD 1.701 (1.987)] +2024-10-20 04:38:03,053 - Train: 78.31% [979700/1251000] [783.1/1000.0] [batch_t 0.361 (0.449)] [data_t 0.015] [optim_t 0.346] [lr 0.000362] [CE 3.941 (3.889)] [KD 1.972 (1.998)] +2024-10-20 04:38:24,775 - Train: 78.32% [979750/1251000] [783.2/1000.0] [batch_t 0.413 (0.434)] [data_t 0.015] [optim_t 0.398] [lr 0.000361] [CE 3.022 (3.848)] [KD 1.688 (1.965)] +2024-10-20 04:38:45,970 - Train: 78.32% [979800/1251000] [783.2/1000.0] [batch_t 0.404 (0.424)] [data_t 0.015] [optim_t 0.388] [lr 0.000361] [CE 3.797 (3.872)] [KD 1.955 (1.998)] +2024-10-20 04:39:07,027 - Train: 78.33% [979850/1251000] [783.3/1000.0] [batch_t 0.483 (0.421)] [data_t 0.015] [optim_t 0.468] [lr 0.000361] [CE 3.584 (3.831)] [KD 1.840 (2.003)] +2024-10-20 04:39:28,261 - Train: 78.33% [979900/1251000] [783.3/1000.0] [batch_t 0.495 (0.425)] [data_t 0.015] [optim_t 0.480] [lr 0.000361] [CE 3.769 (3.835)] [KD 2.018 (1.973)] +2024-10-20 04:39:50,192 - Train: 78.33% [979950/1251000] [783.3/1000.0] [batch_t 0.363 (0.439)] [data_t 0.015] [optim_t 0.347] [lr 0.000361] [CE 4.007 (3.853)] [KD 2.061 (2.007)] +2024-10-20 04:40:12,365 - Train: 78.34% [980000/1251000] [783.4/1000.0] [batch_t 0.478 (0.443)] [data_t 0.015] [optim_t 0.463] [lr 0.000361] [CE 3.744 (3.880)] [KD 1.897 (2.018)] +2024-10-20 04:40:33,779 - Train: 78.34% [980050/1251000] [783.4/1000.0] [batch_t 0.385 (0.428)] [data_t 0.015] [optim_t 0.369] [lr 0.000361] [CE 3.375 (3.791)] [KD 1.897 (1.962)] +2024-10-20 04:40:54,295 - Train: 78.35% [980100/1251000] [783.5/1000.0] [batch_t 0.388 (0.410)] [data_t 0.015] [optim_t 0.372] [lr 0.000361] [CE 3.760 (3.884)] [KD 2.028 (2.030)] +2024-10-20 04:41:15,704 - Train: 78.35% [980150/1251000] [783.5/1000.0] [batch_t 0.474 (0.428)] [data_t 0.015] [optim_t 0.459] [lr 0.000360] [CE 3.961 (3.890)] [KD 2.145 (2.022)] +2024-10-20 04:41:38,002 - Train: 78.35% [980200/1251000] [783.5/1000.0] [batch_t 0.362 (0.446)] [data_t 0.015] [optim_t 0.346] [lr 0.000360] [CE 4.120 (3.882)] [KD 2.013 (2.018)] +2024-10-20 04:42:00,010 - Train: 78.36% [980250/1251000] [783.6/1000.0] [batch_t 0.449 (0.440)] [data_t 0.015] [optim_t 0.433] [lr 0.000360] [CE 4.131 (3.926)] [KD 1.980 (2.013)] +2024-10-20 04:42:21,444 - Train: 78.36% [980300/1251000] [783.6/1000.0] [batch_t 0.409 (0.429)] [data_t 0.015] [optim_t 0.394] [lr 0.000360] [CE 3.545 (3.916)] [KD 1.799 (2.023)] +2024-10-20 04:42:42,767 - Train: 78.37% [980350/1251000] [783.7/1000.0] [batch_t 0.431 (0.426)] [data_t 0.015] [optim_t 0.416] [lr 0.000360] [CE 3.942 (3.921)] [KD 1.957 (2.024)] +2024-10-20 04:43:04,655 - Train: 78.37% [980400/1251000] [783.7/1000.0] [batch_t 0.415 (0.438)] [data_t 0.015] [optim_t 0.400] [lr 0.000360] [CE 4.038 (3.911)] [KD 1.991 (2.009)] +2024-10-20 04:43:26,423 - Train: 78.37% [980450/1251000] [783.7/1000.0] [batch_t 0.367 (0.435)] [data_t 0.015] [optim_t 0.352] [lr 0.000360] [CE 4.124 (3.888)] [KD 2.083 (2.003)] +2024-10-20 04:43:47,251 - Train: 78.38% [980500/1251000] [783.8/1000.0] [batch_t 0.513 (0.416)] [data_t 0.015] [optim_t 0.497] [lr 0.000360] [CE 4.070 (3.850)] [KD 1.896 (1.987)] +2024-10-20 04:44:08,532 - Train: 78.38% [980550/1251000] [783.8/1000.0] [batch_t 0.761 (0.425)] [data_t 0.015] [optim_t 0.746] [lr 0.000360] [CE 4.048 (3.873)] [KD 1.940 (1.982)] +2024-10-20 04:44:29,198 - Train: 78.39% [980600/1251000] [783.9/1000.0] [batch_t 0.395 (0.413)] [data_t 0.016] [optim_t 0.379] [lr 0.000359] [CE 3.594 (3.830)] [KD 1.749 (1.972)] +2024-10-20 04:44:50,758 - Train: 78.39% [980650/1251000] [783.9/1000.0] [batch_t 0.468 (0.431)] [data_t 0.015] [optim_t 0.452] [lr 0.000359] [CE 4.460 (3.913)] [KD 2.461 (2.043)] +2024-10-20 04:45:11,916 - Train: 78.39% [980700/1251000] [783.9/1000.0] [batch_t 0.371 (0.423)] [data_t 0.015] [optim_t 0.355] [lr 0.000359] [CE 3.722 (3.858)] [KD 1.931 (2.014)] +2024-10-20 04:45:33,491 - Train: 78.40% [980750/1251000] [784.0/1000.0] [batch_t 0.437 (0.431)] [data_t 0.015] [optim_t 0.422] [lr 0.000359] [CE 3.594 (3.919)] [KD 1.877 (2.035)] +2024-10-20 04:46:08,339 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40804] [top5_cnt 47874] [top_all 50000] +2024-10-20 04:46:08,339 - net: 81.608 (95.748) +2024-10-20 04:46:30,006 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41462] [top5_cnt 48156] [top_all 50000] +2024-10-20 04:46:30,006 - net_E: 82.924 (96.312) +2024-10-20 04:46:30,156 - Max [top1: 81.608 (epoch: 784)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 04:46:30,157 - ==> Total time: 5 days, 5:04:38 Eta: 1 day, 10:27:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 04:46:43,767 - Train: 78.40% [980800/1251000] [784.0/1000.0] [batch_t 0.364 (0.575)] [data_t 0.015] [optim_t 0.349] [lr 0.000359] [CE 3.966 (3.815)] [KD 2.058 (1.943)] +2024-10-20 04:47:03,414 - Train: 78.41% [980850/1251000] [784.1/1000.0] [batch_t 0.424 (0.393)] [data_t 0.015] [optim_t 0.408] [lr 0.000359] [CE 4.121 (3.803)] [KD 2.132 (1.961)] +2024-10-20 04:47:24,724 - Train: 78.41% [980900/1251000] [784.1/1000.0] [batch_t 0.430 (0.426)] [data_t 0.016] [optim_t 0.414] [lr 0.000359] [CE 3.467 (3.765)] [KD 1.811 (1.963)] +2024-10-20 04:47:45,909 - Train: 78.41% [980950/1251000] [784.1/1000.0] [batch_t 0.431 (0.424)] [data_t 0.015] [optim_t 0.415] [lr 0.000359] [CE 3.413 (3.878)] [KD 1.726 (1.999)] +2024-10-20 04:48:07,230 - Train: 78.42% [981000/1251000] [784.2/1000.0] [batch_t 0.490 (0.426)] [data_t 0.015] [optim_t 0.474] [lr 0.000358] [CE 3.926 (3.831)] [KD 2.253 (1.984)] +2024-10-20 04:48:29,476 - Train: 78.42% [981050/1251000] [784.2/1000.0] [batch_t 0.451 (0.445)] [data_t 0.015] [optim_t 0.436] [lr 0.000358] [CE 3.780 (3.905)] [KD 1.968 (2.009)] +2024-10-20 04:48:51,107 - Train: 78.43% [981100/1251000] [784.3/1000.0] [batch_t 0.366 (0.433)] [data_t 0.015] [optim_t 0.351] [lr 0.000358] [CE 4.055 (3.852)] [KD 2.209 (1.984)] +2024-10-20 04:49:12,375 - Train: 78.43% [981150/1251000] [784.3/1000.0] [batch_t 0.482 (0.425)] [data_t 0.015] [optim_t 0.466] [lr 0.000358] [CE 3.928 (3.908)] [KD 2.007 (1.988)] +2024-10-20 04:49:33,560 - Train: 78.43% [981200/1251000] [784.3/1000.0] [batch_t 0.364 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.000358] [CE 4.326 (3.887)] [KD 2.276 (2.016)] +2024-10-20 04:49:55,246 - Train: 78.44% [981250/1251000] [784.4/1000.0] [batch_t 0.419 (0.434)] [data_t 0.016] [optim_t 0.403] [lr 0.000358] [CE 3.847 (3.880)] [KD 1.858 (1.991)] +2024-10-20 04:50:17,416 - Train: 78.44% [981300/1251000] [784.4/1000.0] [batch_t 0.426 (0.443)] [data_t 0.015] [optim_t 0.410] [lr 0.000358] [CE 4.389 (3.802)] [KD 2.341 (1.994)] +2024-10-20 04:50:39,093 - Train: 78.45% [981350/1251000] [784.5/1000.0] [batch_t 0.421 (0.433)] [data_t 0.015] [optim_t 0.406] [lr 0.000358] [CE 4.182 (3.871)] [KD 2.283 (2.016)] +2024-10-20 04:51:01,053 - Train: 78.45% [981400/1251000] [784.5/1000.0] [batch_t 0.484 (0.439)] [data_t 0.015] [optim_t 0.468] [lr 0.000358] [CE 3.960 (3.838)] [KD 2.053 (2.010)] +2024-10-20 04:51:22,935 - Train: 78.45% [981450/1251000] [784.5/1000.0] [batch_t 0.446 (0.438)] [data_t 0.015] [optim_t 0.430] [lr 0.000357] [CE 3.924 (3.849)] [KD 1.894 (1.974)] +2024-10-20 04:51:45,273 - Train: 78.46% [981500/1251000] [784.6/1000.0] [batch_t 0.413 (0.447)] [data_t 0.015] [optim_t 0.398] [lr 0.000357] [CE 3.890 (3.913)] [KD 2.016 (2.017)] +2024-10-20 04:52:06,889 - Train: 78.46% [981550/1251000] [784.6/1000.0] [batch_t 0.429 (0.432)] [data_t 0.015] [optim_t 0.414] [lr 0.000357] [CE 4.040 (3.871)] [KD 2.147 (1.993)] +2024-10-20 04:52:27,977 - Train: 78.47% [981600/1251000] [784.7/1000.0] [batch_t 0.429 (0.422)] [data_t 0.015] [optim_t 0.414] [lr 0.000357] [CE 3.887 (3.887)] [KD 1.936 (2.000)] +2024-10-20 04:52:49,477 - Train: 78.47% [981650/1251000] [784.7/1000.0] [batch_t 0.425 (0.430)] [data_t 0.015] [optim_t 0.410] [lr 0.000357] [CE 3.616 (3.885)] [KD 1.982 (1.998)] +2024-10-20 04:53:10,560 - Train: 78.47% [981700/1251000] [784.7/1000.0] [batch_t 0.560 (0.422)] [data_t 0.015] [optim_t 0.545] [lr 0.000357] [CE 3.815 (3.901)] [KD 1.840 (2.033)] +2024-10-20 04:53:31,929 - Train: 78.48% [981750/1251000] [784.8/1000.0] [batch_t 0.412 (0.427)] [data_t 0.015] [optim_t 0.397] [lr 0.000357] [CE 3.824 (3.799)] [KD 2.226 (1.974)] +2024-10-20 04:53:53,190 - Train: 78.48% [981800/1251000] [784.8/1000.0] [batch_t 0.449 (0.425)] [data_t 0.015] [optim_t 0.434] [lr 0.000357] [CE 3.866 (3.846)] [KD 1.992 (2.016)] +2024-10-20 04:54:14,220 - Train: 78.49% [981850/1251000] [784.9/1000.0] [batch_t 0.438 (0.421)] [data_t 0.015] [optim_t 0.423] [lr 0.000356] [CE 4.044 (3.959)] [KD 2.169 (2.034)] +2024-10-20 04:54:35,177 - Train: 78.49% [981900/1251000] [784.9/1000.0] [batch_t 0.450 (0.419)] [data_t 0.015] [optim_t 0.434] [lr 0.000356] [CE 3.724 (3.872)] [KD 1.895 (2.007)] +2024-10-20 04:54:56,272 - Train: 78.49% [981950/1251000] [784.9/1000.0] [batch_t 0.431 (0.422)] [data_t 0.015] [optim_t 0.416] [lr 0.000356] [CE 4.014 (3.841)] [KD 2.030 (1.997)] +2024-10-20 04:55:17,743 - Train: 78.50% [982000/1251000] [785.0/1000.0] [batch_t 0.411 (0.429)] [data_t 0.015] [optim_t 0.395] [lr 0.000356] [CE 4.430 (3.840)] [KD 2.347 (1.992)] +2024-10-20 04:55:53,157 - Test (net): 100.00% [50/50] [batch_t 0.142 (0.427)] [top1_cnt 40662] [top5_cnt 47865] [top_all 50000] +2024-10-20 04:55:53,157 - net: 81.324 (95.730) +2024-10-20 04:56:15,172 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.434)] [top1_cnt 41438] [top5_cnt 48146] [top_all 50000] +2024-10-20 04:56:15,173 - net_E: 82.876 (96.292) +2024-10-20 04:56:15,364 - Max [top1: 81.608 (epoch: 784)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 04:56:15,365 - ==> Total time: 5 days, 5:14:23 Eta: 1 day, 10:18:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 04:56:27,111 - Train: 78.50% [982050/1251000] [785.0/1000.0] [batch_t 0.361 (0.685)] [data_t 0.015] [optim_t 0.346] [lr 0.000356] [CE 3.653 (3.879)] [KD 1.836 (1.988)] +2024-10-20 04:56:47,046 - Train: 78.51% [982100/1251000] [785.1/1000.0] [batch_t 0.362 (0.399)] [data_t 0.015] [optim_t 0.346] [lr 0.000356] [CE 4.055 (3.892)] [KD 2.058 (2.008)] +2024-10-20 04:57:08,690 - Train: 78.51% [982150/1251000] [785.1/1000.0] [batch_t 0.436 (0.433)] [data_t 0.015] [optim_t 0.421] [lr 0.000356] [CE 4.077 (3.900)] [KD 2.151 (2.022)] +2024-10-20 04:57:29,943 - Train: 78.51% [982200/1251000] [785.1/1000.0] [batch_t 0.470 (0.425)] [data_t 0.015] [optim_t 0.454] [lr 0.000356] [CE 4.165 (3.827)] [KD 2.036 (1.973)] +2024-10-20 04:57:52,050 - Train: 78.52% [982250/1251000] [785.2/1000.0] [batch_t 0.415 (0.442)] [data_t 0.015] [optim_t 0.400] [lr 0.000356] [CE 3.789 (3.901)] [KD 1.861 (2.029)] +2024-10-20 04:58:14,128 - Train: 78.52% [982300/1251000] [785.2/1000.0] [batch_t 0.430 (0.441)] [data_t 0.015] [optim_t 0.414] [lr 0.000355] [CE 4.303 (3.872)] [KD 2.153 (1.977)] +2024-10-20 04:58:35,920 - Train: 78.53% [982350/1251000] [785.3/1000.0] [batch_t 0.439 (0.436)] [data_t 0.015] [optim_t 0.423] [lr 0.000355] [CE 3.802 (3.854)] [KD 1.859 (1.982)] +2024-10-20 04:58:56,871 - Train: 78.53% [982400/1251000] [785.3/1000.0] [batch_t 0.393 (0.419)] [data_t 0.015] [optim_t 0.378] [lr 0.000355] [CE 3.941 (3.883)] [KD 2.093 (2.031)] +2024-10-20 04:59:18,261 - Train: 78.53% [982450/1251000] [785.3/1000.0] [batch_t 0.430 (0.428)] [data_t 0.015] [optim_t 0.415] [lr 0.000355] [CE 4.253 (3.854)] [KD 2.198 (2.013)] +2024-10-20 04:59:40,321 - Train: 78.54% [982500/1251000] [785.4/1000.0] [batch_t 0.464 (0.441)] [data_t 0.015] [optim_t 0.448] [lr 0.000355] [CE 4.179 (3.909)] [KD 2.176 (2.043)] +2024-10-20 05:00:01,225 - Train: 78.54% [982550/1251000] [785.4/1000.0] [batch_t 0.529 (0.418)] [data_t 0.016] [optim_t 0.513] [lr 0.000355] [CE 3.471 (3.876)] [KD 1.739 (1.999)] +2024-10-20 05:00:22,230 - Train: 78.55% [982600/1251000] [785.5/1000.0] [batch_t 0.365 (0.420)] [data_t 0.015] [optim_t 0.349] [lr 0.000355] [CE 3.591 (3.903)] [KD 1.946 (2.029)] +2024-10-20 05:00:43,739 - Train: 78.55% [982650/1251000] [785.5/1000.0] [batch_t 0.536 (0.430)] [data_t 0.016] [optim_t 0.520] [lr 0.000355] [CE 4.231 (3.877)] [KD 2.076 (2.015)] +2024-10-20 05:01:05,423 - Train: 78.55% [982700/1251000] [785.5/1000.0] [batch_t 0.437 (0.434)] [data_t 0.016] [optim_t 0.422] [lr 0.000355] [CE 3.868 (3.875)] [KD 1.953 (2.002)] +2024-10-20 05:01:27,157 - Train: 78.56% [982750/1251000] [785.6/1000.0] [batch_t 0.362 (0.435)] [data_t 0.016] [optim_t 0.346] [lr 0.000354] [CE 3.229 (3.846)] [KD 1.770 (1.997)] +2024-10-20 05:01:48,583 - Train: 78.56% [982800/1251000] [785.6/1000.0] [batch_t 0.367 (0.428)] [data_t 0.016] [optim_t 0.351] [lr 0.000354] [CE 3.610 (3.806)] [KD 1.850 (1.959)] +2024-10-20 05:02:09,840 - Train: 78.57% [982850/1251000] [785.7/1000.0] [batch_t 0.443 (0.425)] [data_t 0.015] [optim_t 0.428] [lr 0.000354] [CE 3.312 (3.862)] [KD 1.715 (1.974)] +2024-10-20 05:02:31,251 - Train: 78.57% [982900/1251000] [785.7/1000.0] [batch_t 0.530 (0.428)] [data_t 0.015] [optim_t 0.514] [lr 0.000354] [CE 3.868 (3.822)] [KD 2.084 (1.968)] +2024-10-20 05:02:52,169 - Train: 78.57% [982950/1251000] [785.7/1000.0] [batch_t 0.451 (0.418)] [data_t 0.015] [optim_t 0.435] [lr 0.000354] [CE 3.965 (3.773)] [KD 2.085 (1.957)] +2024-10-20 05:03:13,235 - Train: 78.58% [983000/1251000] [785.8/1000.0] [batch_t 0.452 (0.421)] [data_t 0.015] [optim_t 0.436] [lr 0.000354] [CE 3.378 (3.812)] [KD 1.801 (1.964)] +2024-10-20 05:03:34,859 - Train: 78.58% [983050/1251000] [785.8/1000.0] [batch_t 0.450 (0.432)] [data_t 0.015] [optim_t 0.434] [lr 0.000354] [CE 3.352 (3.870)] [KD 1.806 (2.015)] +2024-10-20 05:03:56,487 - Train: 78.59% [983100/1251000] [785.9/1000.0] [batch_t 0.471 (0.432)] [data_t 0.015] [optim_t 0.455] [lr 0.000354] [CE 3.650 (3.846)] [KD 1.763 (1.983)] +2024-10-20 05:04:17,986 - Train: 78.59% [983150/1251000] [785.9/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.346] [lr 0.000353] [CE 3.860 (3.878)] [KD 1.970 (2.002)] +2024-10-20 05:04:40,111 - Train: 78.59% [983200/1251000] [785.9/1000.0] [batch_t 0.442 (0.442)] [data_t 0.015] [optim_t 0.427] [lr 0.000353] [CE 4.021 (3.793)] [KD 2.063 (1.962)] +2024-10-20 05:05:02,363 - Train: 78.60% [983250/1251000] [786.0/1000.0] [batch_t 0.445 (0.445)] [data_t 0.015] [optim_t 0.430] [lr 0.000353] [CE 4.329 (3.857)] [KD 2.376 (1.999)] +2024-10-20 05:05:38,801 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 40685] [top5_cnt 47872] [top_all 50000] +2024-10-20 05:05:38,801 - net: 81.370 (95.744) +2024-10-20 05:05:59,770 - Test (net_E): 100.00% [50/50] [batch_t 0.135 (0.413)] [top1_cnt 41433] [top5_cnt 48143] [top_all 50000] +2024-10-20 05:05:59,771 - net_E: 82.866 (96.286) +2024-10-20 05:05:59,947 - Max [top1: 81.608 (epoch: 784)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 05:05:59,947 - ==> Total time: 5 days, 5:24:08 Eta: 1 day, 10:08:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 05:06:11,176 - Train: 78.60% [983300/1251000] [786.0/1000.0] [batch_t 0.364 (0.695)] [data_t 0.015] [optim_t 0.348] [lr 0.000353] [CE 4.097 (3.787)] [KD 2.076 (1.949)] +2024-10-20 05:06:32,218 - Train: 78.61% [983350/1251000] [786.1/1000.0] [batch_t 0.426 (0.421)] [data_t 0.015] [optim_t 0.410] [lr 0.000353] [CE 3.447 (3.880)] [KD 1.849 (2.011)] +2024-10-20 05:06:54,022 - Train: 78.61% [983400/1251000] [786.1/1000.0] [batch_t 0.448 (0.436)] [data_t 0.015] [optim_t 0.432] [lr 0.000353] [CE 3.734 (3.850)] [KD 1.997 (1.994)] +2024-10-20 05:07:15,115 - Train: 78.61% [983450/1251000] [786.1/1000.0] [batch_t 0.376 (0.422)] [data_t 0.015] [optim_t 0.361] [lr 0.000353] [CE 3.512 (3.892)] [KD 1.754 (1.983)] +2024-10-20 05:07:36,722 - Train: 78.62% [983500/1251000] [786.2/1000.0] [batch_t 0.363 (0.432)] [data_t 0.016] [optim_t 0.348] [lr 0.000353] [CE 3.934 (3.872)] [KD 1.983 (1.991)] +2024-10-20 05:07:57,797 - Train: 78.62% [983550/1251000] [786.2/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.000353] [CE 3.975 (3.846)] [KD 2.070 (1.982)] +2024-10-20 05:08:19,603 - Train: 78.63% [983600/1251000] [786.3/1000.0] [batch_t 0.362 (0.436)] [data_t 0.016] [optim_t 0.346] [lr 0.000352] [CE 3.704 (3.908)] [KD 1.903 (2.039)] +2024-10-20 05:08:40,044 - Train: 78.63% [983650/1251000] [786.3/1000.0] [batch_t 0.363 (0.409)] [data_t 0.016] [optim_t 0.347] [lr 0.000352] [CE 4.197 (3.854)] [KD 2.218 (1.999)] +2024-10-20 05:09:01,187 - Train: 78.63% [983700/1251000] [786.3/1000.0] [batch_t 0.392 (0.423)] [data_t 0.045] [optim_t 0.347] [lr 0.000352] [CE 3.930 (3.905)] [KD 2.075 (2.005)] +2024-10-20 05:09:21,693 - Train: 78.64% [983750/1251000] [786.4/1000.0] [batch_t 0.367 (0.410)] [data_t 0.016] [optim_t 0.351] [lr 0.000352] [CE 4.223 (3.852)] [KD 2.148 (1.966)] +2024-10-20 05:09:42,403 - Train: 78.64% [983800/1251000] [786.4/1000.0] [batch_t 0.417 (0.414)] [data_t 0.016] [optim_t 0.402] [lr 0.000352] [CE 3.890 (3.865)] [KD 2.127 (1.985)] +2024-10-20 05:10:04,192 - Train: 78.65% [983850/1251000] [786.5/1000.0] [batch_t 0.439 (0.436)] [data_t 0.016] [optim_t 0.423] [lr 0.000352] [CE 3.443 (3.875)] [KD 1.746 (2.012)] +2024-10-20 05:10:25,524 - Train: 78.65% [983900/1251000] [786.5/1000.0] [batch_t 0.440 (0.426)] [data_t 0.016] [optim_t 0.424] [lr 0.000352] [CE 3.993 (3.909)] [KD 1.974 (1.999)] +2024-10-20 05:10:47,342 - Train: 78.65% [983950/1251000] [786.5/1000.0] [batch_t 0.673 (0.436)] [data_t 0.016] [optim_t 0.658] [lr 0.000352] [CE 4.072 (3.881)] [KD 2.035 (1.990)] +2024-10-20 05:11:08,900 - Train: 78.66% [984000/1251000] [786.6/1000.0] [batch_t 0.365 (0.431)] [data_t 0.016] [optim_t 0.349] [lr 0.000351] [CE 3.592 (3.907)] [KD 1.810 (2.014)] +2024-10-20 05:11:29,849 - Train: 78.66% [984050/1251000] [786.6/1000.0] [batch_t 0.388 (0.419)] [data_t 0.016] [optim_t 0.372] [lr 0.000351] [CE 4.526 (3.799)] [KD 2.448 (1.953)] +2024-10-20 05:11:50,580 - Train: 78.67% [984100/1251000] [786.7/1000.0] [batch_t 0.382 (0.414)] [data_t 0.016] [optim_t 0.366] [lr 0.000351] [CE 3.923 (3.950)] [KD 2.056 (2.047)] +2024-10-20 05:12:12,023 - Train: 78.67% [984150/1251000] [786.7/1000.0] [batch_t 0.473 (0.429)] [data_t 0.016] [optim_t 0.458] [lr 0.000351] [CE 3.417 (3.915)] [KD 1.726 (2.007)] +2024-10-20 05:12:34,204 - Train: 78.67% [984200/1251000] [786.7/1000.0] [batch_t 0.423 (0.443)] [data_t 0.016] [optim_t 0.407] [lr 0.000351] [CE 4.429 (3.904)] [KD 2.203 (2.021)] +2024-10-20 05:12:55,808 - Train: 78.68% [984250/1251000] [786.8/1000.0] [batch_t 0.448 (0.432)] [data_t 0.016] [optim_t 0.432] [lr 0.000351] [CE 4.098 (3.859)] [KD 2.125 (1.987)] +2024-10-20 05:13:17,547 - Train: 78.68% [984300/1251000] [786.8/1000.0] [batch_t 0.441 (0.435)] [data_t 0.016] [optim_t 0.425] [lr 0.000351] [CE 3.426 (3.843)] [KD 1.773 (1.991)] +2024-10-20 05:13:39,738 - Train: 78.69% [984350/1251000] [786.9/1000.0] [batch_t 0.411 (0.444)] [data_t 0.016] [optim_t 0.395] [lr 0.000351] [CE 3.879 (3.842)] [KD 1.996 (1.981)] +2024-10-20 05:14:01,473 - Train: 78.69% [984400/1251000] [786.9/1000.0] [batch_t 0.465 (0.435)] [data_t 0.016] [optim_t 0.450] [lr 0.000351] [CE 4.165 (3.833)] [KD 2.067 (1.971)] +2024-10-20 05:14:23,386 - Train: 78.69% [984450/1251000] [786.9/1000.0] [batch_t 0.401 (0.438)] [data_t 0.016] [optim_t 0.385] [lr 0.000350] [CE 3.867 (3.846)] [KD 2.062 (1.981)] +2024-10-20 05:14:45,097 - Train: 78.70% [984500/1251000] [787.0/1000.0] [batch_t 0.420 (0.434)] [data_t 0.016] [optim_t 0.405] [lr 0.000350] [CE 3.767 (3.858)] [KD 1.863 (1.988)] +2024-10-20 05:15:21,427 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40669] [top5_cnt 47855] [top_all 50000] +2024-10-20 05:15:21,428 - net: 81.338 (95.710) +2024-10-20 05:15:43,074 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41402] [top5_cnt 48148] [top_all 50000] +2024-10-20 05:15:43,075 - net_E: 82.804 (96.296) +2024-10-20 05:15:43,241 - Max [top1: 81.608 (epoch: 784)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 05:15:43,241 - ==> Total time: 5 days, 5:33:51 Eta: 1 day, 9:59:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 05:15:55,589 - Train: 78.70% [984550/1251000] [787.0/1000.0] [batch_t 0.361 (0.821)] [data_t 0.015] [optim_t 0.345] [lr 0.000350] [CE 4.019 (3.738)] [KD 2.079 (1.932)] +2024-10-20 05:16:15,604 - Train: 78.71% [984600/1251000] [787.1/1000.0] [batch_t 0.364 (0.400)] [data_t 0.016] [optim_t 0.349] [lr 0.000350] [CE 3.955 (3.877)] [KD 2.153 (2.018)] +2024-10-20 05:16:37,632 - Train: 78.71% [984650/1251000] [787.1/1000.0] [batch_t 0.466 (0.440)] [data_t 0.124] [optim_t 0.342] [lr 0.000350] [CE 3.913 (3.817)] [KD 2.118 (1.969)] +2024-10-20 05:16:59,311 - Train: 78.71% [984700/1251000] [787.1/1000.0] [batch_t 0.431 (0.433)] [data_t 0.086] [optim_t 0.345] [lr 0.000350] [CE 3.791 (3.876)] [KD 1.866 (1.975)] +2024-10-20 05:17:21,463 - Train: 78.72% [984750/1251000] [787.2/1000.0] [batch_t 0.478 (0.443)] [data_t 0.133] [optim_t 0.345] [lr 0.000350] [CE 4.062 (3.866)] [KD 2.126 (2.017)] +2024-10-20 05:17:42,300 - Train: 78.72% [984800/1251000] [787.2/1000.0] [batch_t 0.499 (0.417)] [data_t 0.040] [optim_t 0.458] [lr 0.000350] [CE 3.753 (3.815)] [KD 2.009 (1.960)] +2024-10-20 05:18:03,251 - Train: 78.73% [984850/1251000] [787.3/1000.0] [batch_t 0.360 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.000350] [CE 3.942 (3.805)] [KD 1.956 (1.946)] +2024-10-20 05:18:24,939 - Train: 78.73% [984900/1251000] [787.3/1000.0] [batch_t 0.414 (0.434)] [data_t 0.015] [optim_t 0.399] [lr 0.000349] [CE 3.898 (3.884)] [KD 2.031 (2.008)] +2024-10-20 05:18:46,911 - Train: 78.73% [984950/1251000] [787.3/1000.0] [batch_t 0.485 (0.439)] [data_t 0.015] [optim_t 0.470] [lr 0.000349] [CE 4.062 (3.830)] [KD 2.116 (1.970)] +2024-10-20 05:19:08,917 - Train: 78.74% [985000/1251000] [787.4/1000.0] [batch_t 0.430 (0.440)] [data_t 0.015] [optim_t 0.415] [lr 0.000349] [CE 3.657 (3.836)] [KD 1.758 (1.949)] +2024-10-20 05:19:31,173 - Train: 78.74% [985050/1251000] [787.4/1000.0] [batch_t 0.387 (0.445)] [data_t 0.016] [optim_t 0.371] [lr 0.000349] [CE 3.709 (3.966)] [KD 1.913 (2.052)] +2024-10-20 05:19:53,022 - Train: 78.75% [985100/1251000] [787.5/1000.0] [batch_t 0.388 (0.437)] [data_t 0.015] [optim_t 0.373] [lr 0.000349] [CE 3.687 (3.864)] [KD 1.921 (1.989)] +2024-10-20 05:20:14,881 - Train: 78.75% [985150/1251000] [787.5/1000.0] [batch_t 0.396 (0.437)] [data_t 0.015] [optim_t 0.381] [lr 0.000349] [CE 3.625 (3.855)] [KD 1.747 (1.976)] +2024-10-20 05:20:37,031 - Train: 78.75% [985200/1251000] [787.5/1000.0] [batch_t 0.456 (0.443)] [data_t 0.016] [optim_t 0.440] [lr 0.000349] [CE 3.914 (3.867)] [KD 2.039 (1.997)] +2024-10-20 05:20:59,361 - Train: 78.76% [985250/1251000] [787.6/1000.0] [batch_t 0.450 (0.446)] [data_t 0.015] [optim_t 0.434] [lr 0.000349] [CE 3.744 (3.969)] [KD 2.015 (2.055)] +2024-10-20 05:21:21,533 - Train: 78.76% [985300/1251000] [787.6/1000.0] [batch_t 0.413 (0.443)] [data_t 0.015] [optim_t 0.398] [lr 0.000348] [CE 3.917 (3.852)] [KD 2.018 (1.984)] +2024-10-20 05:21:42,061 - Train: 78.76% [985350/1251000] [787.6/1000.0] [batch_t 0.517 (0.410)] [data_t 0.016] [optim_t 0.501] [lr 0.000348] [CE 3.604 (3.888)] [KD 1.893 (2.009)] +2024-10-20 05:22:03,022 - Train: 78.77% [985400/1251000] [787.7/1000.0] [batch_t 0.431 (0.419)] [data_t 0.015] [optim_t 0.416] [lr 0.000348] [CE 3.943 (3.858)] [KD 2.148 (2.000)] +2024-10-20 05:22:25,120 - Train: 78.77% [985450/1251000] [787.7/1000.0] [batch_t 0.446 (0.442)] [data_t 0.015] [optim_t 0.431] [lr 0.000348] [CE 3.860 (3.905)] [KD 2.054 (2.004)] +2024-10-20 05:22:46,655 - Train: 78.78% [985500/1251000] [787.8/1000.0] [batch_t 0.479 (0.431)] [data_t 0.016] [optim_t 0.464] [lr 0.000348] [CE 3.998 (3.932)] [KD 2.006 (2.018)] +2024-10-20 05:23:08,206 - Train: 78.78% [985550/1251000] [787.8/1000.0] [batch_t 0.434 (0.431)] [data_t 0.015] [optim_t 0.419] [lr 0.000348] [CE 4.255 (3.848)] [KD 2.204 (1.990)] +2024-10-20 05:23:30,091 - Train: 78.78% [985600/1251000] [787.8/1000.0] [batch_t 0.442 (0.438)] [data_t 0.016] [optim_t 0.426] [lr 0.000348] [CE 3.774 (3.806)] [KD 1.954 (1.954)] +2024-10-20 05:23:51,964 - Train: 78.79% [985650/1251000] [787.9/1000.0] [batch_t 0.429 (0.437)] [data_t 0.016] [optim_t 0.413] [lr 0.000348] [CE 4.275 (3.897)] [KD 2.250 (1.995)] +2024-10-20 05:24:13,826 - Train: 78.79% [985700/1251000] [787.9/1000.0] [batch_t 0.408 (0.437)] [data_t 0.015] [optim_t 0.392] [lr 0.000348] [CE 3.866 (3.834)] [KD 2.056 (1.988)] +2024-10-20 05:24:35,045 - Train: 78.80% [985750/1251000] [788.0/1000.0] [batch_t 0.410 (0.424)] [data_t 0.015] [optim_t 0.394] [lr 0.000347] [CE 3.817 (3.887)] [KD 2.000 (1.987)] +2024-10-20 05:25:12,248 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.434)] [top1_cnt 40683] [top5_cnt 47860] [top_all 50000] +2024-10-20 05:25:12,249 - net: 81.366 (95.720) +2024-10-20 05:25:33,324 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 41417] [top5_cnt 48156] [top_all 50000] +2024-10-20 05:25:33,324 - net_E: 82.834 (96.312) +2024-10-20 05:25:33,539 - Max [top1: 81.608 (epoch: 784)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 05:25:33,540 - ==> Total time: 5 days, 5:43:42 Eta: 1 day, 9:49:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 05:25:44,577 - Train: 78.80% [985800/1251000] [788.0/1000.0] [batch_t 0.361 (0.807)] [data_t 0.015] [optim_t 0.345] [lr 0.000347] [CE 3.900 (3.869)] [KD 2.033 (1.982)] +2024-10-20 05:26:04,032 - Train: 78.80% [985850/1251000] [788.0/1000.0] [batch_t 0.435 (0.389)] [data_t 0.015] [optim_t 0.419] [lr 0.000347] [CE 4.431 (3.872)] [KD 2.025 (1.967)] +2024-10-20 05:26:25,605 - Train: 78.81% [985900/1251000] [788.1/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.349] [lr 0.000347] [CE 4.372 (3.836)] [KD 2.142 (1.957)] +2024-10-20 05:26:47,160 - Train: 78.81% [985950/1251000] [788.1/1000.0] [batch_t 0.397 (0.431)] [data_t 0.015] [optim_t 0.382] [lr 0.000347] [CE 4.121 (3.873)] [KD 2.058 (1.975)] +2024-10-20 05:27:08,755 - Train: 78.82% [986000/1251000] [788.2/1000.0] [batch_t 0.393 (0.432)] [data_t 0.015] [optim_t 0.378] [lr 0.000347] [CE 3.924 (3.895)] [KD 1.994 (2.005)] +2024-10-20 05:27:29,580 - Train: 78.82% [986050/1251000] [788.2/1000.0] [batch_t 0.375 (0.416)] [data_t 0.015] [optim_t 0.360] [lr 0.000347] [CE 4.075 (3.887)] [KD 2.003 (2.001)] +2024-10-20 05:27:50,718 - Train: 78.82% [986100/1251000] [788.2/1000.0] [batch_t 0.361 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.000347] [CE 3.652 (3.865)] [KD 1.936 (1.984)] +2024-10-20 05:28:11,598 - Train: 78.83% [986150/1251000] [788.3/1000.0] [batch_t 0.518 (0.417)] [data_t 0.015] [optim_t 0.503] [lr 0.000347] [CE 3.974 (3.841)] [KD 2.245 (1.991)] +2024-10-20 05:28:32,768 - Train: 78.83% [986200/1251000] [788.3/1000.0] [batch_t 0.382 (0.423)] [data_t 0.015] [optim_t 0.367] [lr 0.000346] [CE 3.971 (3.873)] [KD 2.070 (1.988)] +2024-10-20 05:28:53,298 - Train: 78.84% [986250/1251000] [788.4/1000.0] [batch_t 0.406 (0.411)] [data_t 0.015] [optim_t 0.391] [lr 0.000346] [CE 4.009 (3.911)] [KD 2.128 (2.036)] +2024-10-20 05:29:14,082 - Train: 78.84% [986300/1251000] [788.4/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.346] [lr 0.000346] [CE 3.407 (3.812)] [KD 1.704 (1.940)] +2024-10-20 05:29:35,348 - Train: 78.84% [986350/1251000] [788.4/1000.0] [batch_t 0.376 (0.425)] [data_t 0.033] [optim_t 0.343] [lr 0.000346] [CE 4.094 (3.876)] [KD 2.145 (1.990)] +2024-10-20 05:29:56,670 - Train: 78.85% [986400/1251000] [788.5/1000.0] [batch_t 0.370 (0.426)] [data_t 0.030] [optim_t 0.340] [lr 0.000346] [CE 3.935 (3.841)] [KD 2.037 (1.967)] +2024-10-20 05:30:18,454 - Train: 78.85% [986450/1251000] [788.5/1000.0] [batch_t 0.447 (0.436)] [data_t 0.101] [optim_t 0.347] [lr 0.000346] [CE 3.832 (3.794)] [KD 1.982 (1.959)] +2024-10-20 05:30:39,723 - Train: 78.86% [986500/1251000] [788.6/1000.0] [batch_t 0.553 (0.425)] [data_t 0.058] [optim_t 0.495] [lr 0.000346] [CE 3.726 (3.879)] [KD 1.878 (1.996)] +2024-10-20 05:31:01,068 - Train: 78.86% [986550/1251000] [788.6/1000.0] [batch_t 0.408 (0.427)] [data_t 0.067] [optim_t 0.341] [lr 0.000346] [CE 4.142 (3.935)] [KD 2.071 (2.035)] +2024-10-20 05:31:22,444 - Train: 78.86% [986600/1251000] [788.6/1000.0] [batch_t 0.362 (0.427)] [data_t 0.018] [optim_t 0.344] [lr 0.000345] [CE 3.895 (3.899)] [KD 2.028 (2.001)] +2024-10-20 05:31:44,106 - Train: 78.87% [986650/1251000] [788.7/1000.0] [batch_t 0.400 (0.433)] [data_t 0.054] [optim_t 0.345] [lr 0.000345] [CE 3.654 (3.898)] [KD 1.879 (2.017)] +2024-10-20 05:32:05,247 - Train: 78.87% [986700/1251000] [788.7/1000.0] [batch_t 0.477 (0.423)] [data_t 0.129] [optim_t 0.349] [lr 0.000345] [CE 4.226 (3.913)] [KD 1.971 (1.993)] +2024-10-20 05:32:26,270 - Train: 78.88% [986750/1251000] [788.8/1000.0] [batch_t 0.415 (0.420)] [data_t 0.069] [optim_t 0.346] [lr 0.000345] [CE 3.861 (3.867)] [KD 2.074 (2.012)] +2024-10-20 05:32:47,343 - Train: 78.88% [986800/1251000] [788.8/1000.0] [batch_t 0.416 (0.421)] [data_t 0.016] [optim_t 0.401] [lr 0.000345] [CE 3.879 (3.890)] [KD 2.043 (2.003)] +2024-10-20 05:33:08,986 - Train: 78.88% [986850/1251000] [788.8/1000.0] [batch_t 0.474 (0.433)] [data_t 0.015] [optim_t 0.458] [lr 0.000345] [CE 4.118 (3.777)] [KD 2.050 (1.937)] +2024-10-20 05:33:31,364 - Train: 78.89% [986900/1251000] [788.9/1000.0] [batch_t 0.365 (0.447)] [data_t 0.015] [optim_t 0.349] [lr 0.000345] [CE 3.379 (3.834)] [KD 1.681 (1.965)] +2024-10-20 05:33:52,819 - Train: 78.89% [986950/1251000] [788.9/1000.0] [batch_t 0.464 (0.429)] [data_t 0.015] [optim_t 0.448] [lr 0.000345] [CE 3.619 (3.891)] [KD 1.733 (1.994)] +2024-10-20 05:34:13,947 - Train: 78.90% [987000/1251000] [789.0/1000.0] [batch_t 0.447 (0.422)] [data_t 0.016] [optim_t 0.431] [lr 0.000345] [CE 3.362 (3.827)] [KD 1.781 (1.985)] +2024-10-20 05:34:51,227 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40696] [top5_cnt 47908] [top_all 50000] +2024-10-20 05:34:51,228 - net: 81.392 (95.816) +2024-10-20 05:35:12,793 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 41413] [top5_cnt 48155] [top_all 50000] +2024-10-20 05:35:12,793 - net_E: 82.826 (96.310) +2024-10-20 05:35:12,953 - Max [top1: 81.608 (epoch: 784)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 05:35:12,953 - ==> Total time: 5 days, 5:53:21 Eta: 1 day, 9:39:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 05:35:23,077 - Train: 78.90% [987050/1251000] [789.0/1000.0] [batch_t 0.360 (0.790)] [data_t 0.015] [optim_t 0.345] [lr 0.000344] [CE 3.650 (3.934)] [KD 1.840 (2.001)] +2024-10-20 05:35:43,427 - Train: 78.90% [987100/1251000] [789.0/1000.0] [batch_t 0.435 (0.407)] [data_t 0.015] [optim_t 0.420] [lr 0.000344] [CE 3.438 (3.897)] [KD 1.850 (1.994)] +2024-10-20 05:36:06,206 - Train: 78.91% [987150/1251000] [789.1/1000.0] [batch_t 0.490 (0.455)] [data_t 0.015] [optim_t 0.475] [lr 0.000344] [CE 4.019 (3.893)] [KD 2.154 (2.009)] +2024-10-20 05:36:29,482 - Train: 78.91% [987200/1251000] [789.1/1000.0] [batch_t 0.436 (0.465)] [data_t 0.016] [optim_t 0.420] [lr 0.000344] [CE 3.784 (3.840)] [KD 1.997 (1.954)] +2024-10-20 05:36:52,945 - Train: 78.92% [987250/1251000] [789.2/1000.0] [batch_t 0.524 (0.469)] [data_t 0.015] [optim_t 0.509] [lr 0.000344] [CE 4.363 (3.872)] [KD 2.170 (1.993)] +2024-10-20 05:37:15,684 - Train: 78.92% [987300/1251000] [789.2/1000.0] [batch_t 0.492 (0.455)] [data_t 0.015] [optim_t 0.476] [lr 0.000344] [CE 3.943 (3.908)] [KD 1.977 (2.001)] +2024-10-20 05:37:38,563 - Train: 78.92% [987350/1251000] [789.2/1000.0] [batch_t 0.387 (0.457)] [data_t 0.015] [optim_t 0.372] [lr 0.000344] [CE 4.577 (3.892)] [KD 2.348 (1.980)] +2024-10-20 05:38:00,966 - Train: 78.93% [987400/1251000] [789.3/1000.0] [batch_t 0.432 (0.448)] [data_t 0.015] [optim_t 0.416] [lr 0.000344] [CE 4.148 (3.816)] [KD 2.182 (1.933)] +2024-10-20 05:38:22,677 - Train: 78.93% [987450/1251000] [789.3/1000.0] [batch_t 0.378 (0.434)] [data_t 0.015] [optim_t 0.363] [lr 0.000344] [CE 4.157 (3.917)] [KD 2.090 (2.000)] +2024-10-20 05:38:44,167 - Train: 78.94% [987500/1251000] [789.4/1000.0] [batch_t 0.479 (0.430)] [data_t 0.015] [optim_t 0.463] [lr 0.000343] [CE 4.232 (3.902)] [KD 2.191 (1.992)] +2024-10-20 05:39:05,657 - Train: 78.94% [987550/1251000] [789.4/1000.0] [batch_t 0.412 (0.430)] [data_t 0.016] [optim_t 0.396] [lr 0.000343] [CE 4.067 (3.817)] [KD 2.187 (1.964)] +2024-10-20 05:39:27,974 - Train: 78.94% [987600/1251000] [789.4/1000.0] [batch_t 0.451 (0.446)] [data_t 0.015] [optim_t 0.436] [lr 0.000343] [CE 3.347 (3.775)] [KD 1.642 (1.954)] +2024-10-20 05:39:50,453 - Train: 78.95% [987650/1251000] [789.5/1000.0] [batch_t 0.418 (0.449)] [data_t 0.015] [optim_t 0.403] [lr 0.000343] [CE 4.541 (3.877)] [KD 2.288 (1.993)] +2024-10-20 05:40:11,430 - Train: 78.95% [987700/1251000] [789.5/1000.0] [batch_t 0.427 (0.419)] [data_t 0.015] [optim_t 0.411] [lr 0.000343] [CE 4.018 (3.780)] [KD 1.999 (1.945)] +2024-10-20 05:40:32,594 - Train: 78.96% [987750/1251000] [789.6/1000.0] [batch_t 0.472 (0.423)] [data_t 0.015] [optim_t 0.456] [lr 0.000343] [CE 4.168 (3.844)] [KD 2.110 (1.978)] +2024-10-20 05:40:53,717 - Train: 78.96% [987800/1251000] [789.6/1000.0] [batch_t 0.430 (0.422)] [data_t 0.015] [optim_t 0.415] [lr 0.000343] [CE 3.978 (3.865)] [KD 1.960 (1.977)] +2024-10-20 05:41:15,307 - Train: 78.96% [987850/1251000] [789.6/1000.0] [batch_t 0.445 (0.432)] [data_t 0.015] [optim_t 0.429] [lr 0.000343] [CE 3.797 (3.919)] [KD 1.965 (2.002)] +2024-10-20 05:41:36,989 - Train: 78.97% [987900/1251000] [789.7/1000.0] [batch_t 0.479 (0.434)] [data_t 0.015] [optim_t 0.464] [lr 0.000343] [CE 3.955 (3.890)] [KD 1.960 (2.006)] +2024-10-20 05:41:58,584 - Train: 78.97% [987950/1251000] [789.7/1000.0] [batch_t 0.439 (0.432)] [data_t 0.015] [optim_t 0.423] [lr 0.000342] [CE 3.602 (3.918)] [KD 1.800 (2.020)] +2024-10-20 05:42:20,214 - Train: 78.98% [988000/1251000] [789.8/1000.0] [batch_t 0.398 (0.432)] [data_t 0.015] [optim_t 0.383] [lr 0.000342] [CE 4.352 (3.884)] [KD 2.239 (1.996)] +2024-10-20 05:42:41,975 - Train: 78.98% [988050/1251000] [789.8/1000.0] [batch_t 0.382 (0.435)] [data_t 0.015] [optim_t 0.367] [lr 0.000342] [CE 3.721 (3.920)] [KD 1.829 (1.997)] +2024-10-20 05:43:03,224 - Train: 78.98% [988100/1251000] [789.8/1000.0] [batch_t 0.381 (0.425)] [data_t 0.015] [optim_t 0.365] [lr 0.000342] [CE 4.073 (3.856)] [KD 2.129 (1.979)] +2024-10-20 05:43:24,737 - Train: 78.99% [988150/1251000] [789.9/1000.0] [batch_t 0.464 (0.430)] [data_t 0.015] [optim_t 0.449] [lr 0.000342] [CE 3.554 (3.832)] [KD 1.833 (1.972)] +2024-10-20 05:43:46,984 - Train: 78.99% [988200/1251000] [789.9/1000.0] [batch_t 0.443 (0.445)] [data_t 0.015] [optim_t 0.428] [lr 0.000342] [CE 3.307 (3.919)] [KD 1.660 (2.010)] +2024-10-20 05:44:08,270 - Train: 79.00% [988250/1251000] [790.0/1000.0] [batch_t 0.488 (0.426)] [data_t 0.016] [optim_t 0.473] [lr 0.000342] [CE 3.621 (3.885)] [KD 1.877 (1.983)] +2024-10-20 05:44:45,524 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40670] [top5_cnt 47829] [top_all 50000] +2024-10-20 05:44:45,524 - net: 81.340 (95.658) +2024-10-20 05:45:07,838 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.440)] [top1_cnt 41430] [top5_cnt 48157] [top_all 50000] +2024-10-20 05:45:07,838 - net_E: 82.860 (96.314) +2024-10-20 05:45:07,975 - Max [top1: 81.608 (epoch: 784)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 05:45:07,976 - ==> Total time: 5 days, 6:03:16 Eta: 1 day, 9:30:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 05:45:18,334 - Train: 79.00% [988300/1251000] [790.0/1000.0] [batch_t 0.360 (0.888)] [data_t 0.015] [optim_t 0.345] [lr 0.000342] [CE 3.449 (3.713)] [KD 1.795 (1.967)] +2024-10-20 05:45:38,195 - Train: 79.00% [988350/1251000] [790.0/1000.0] [batch_t 0.358 (0.397)] [data_t 0.015] [optim_t 0.343] [lr 0.000341] [CE 4.001 (3.785)] [KD 2.113 (1.950)] +2024-10-20 05:46:00,125 - Train: 79.01% [988400/1251000] [790.1/1000.0] [batch_t 0.450 (0.438)] [data_t 0.015] [optim_t 0.435] [lr 0.000341] [CE 3.770 (3.909)] [KD 2.022 (1.990)] +2024-10-20 05:46:21,472 - Train: 79.01% [988450/1251000] [790.1/1000.0] [batch_t 0.436 (0.427)] [data_t 0.015] [optim_t 0.420] [lr 0.000341] [CE 4.014 (3.830)] [KD 2.142 (1.967)] +2024-10-20 05:46:43,531 - Train: 79.02% [988500/1251000] [790.2/1000.0] [batch_t 0.900 (0.441)] [data_t 0.015] [optim_t 0.885] [lr 0.000341] [CE 4.169 (3.875)] [KD 1.979 (1.984)] +2024-10-20 05:47:04,466 - Train: 79.02% [988550/1251000] [790.2/1000.0] [batch_t 0.409 (0.419)] [data_t 0.016] [optim_t 0.393] [lr 0.000341] [CE 3.697 (3.831)] [KD 1.905 (1.976)] +2024-10-20 05:47:25,532 - Train: 79.02% [988600/1251000] [790.2/1000.0] [batch_t 0.358 (0.421)] [data_t 0.016] [optim_t 0.342] [lr 0.000341] [CE 3.858 (3.858)] [KD 1.969 (1.976)] +2024-10-20 05:47:46,400 - Train: 79.03% [988650/1251000] [790.3/1000.0] [batch_t 0.469 (0.417)] [data_t 0.016] [optim_t 0.453] [lr 0.000341] [CE 3.926 (3.896)] [KD 1.993 (2.010)] +2024-10-20 05:48:07,683 - Train: 79.03% [988700/1251000] [790.3/1000.0] [batch_t 0.478 (0.426)] [data_t 0.016] [optim_t 0.463] [lr 0.000341] [CE 4.184 (3.922)] [KD 2.034 (2.009)] +2024-10-20 05:48:29,490 - Train: 79.04% [988750/1251000] [790.4/1000.0] [batch_t 0.451 (0.436)] [data_t 0.016] [optim_t 0.436] [lr 0.000341] [CE 3.904 (3.869)] [KD 1.999 (1.968)] +2024-10-20 05:48:51,248 - Train: 79.04% [988800/1251000] [790.4/1000.0] [batch_t 0.433 (0.435)] [data_t 0.015] [optim_t 0.417] [lr 0.000340] [CE 3.577 (3.807)] [KD 1.794 (1.960)] +2024-10-20 05:49:13,193 - Train: 79.04% [988850/1251000] [790.4/1000.0] [batch_t 0.479 (0.439)] [data_t 0.015] [optim_t 0.464] [lr 0.000340] [CE 3.861 (3.912)] [KD 1.893 (2.014)] +2024-10-20 05:49:34,382 - Train: 79.05% [988900/1251000] [790.5/1000.0] [batch_t 0.456 (0.424)] [data_t 0.015] [optim_t 0.441] [lr 0.000340] [CE 4.027 (3.907)] [KD 2.148 (1.997)] +2024-10-20 05:49:55,792 - Train: 79.05% [988950/1251000] [790.5/1000.0] [batch_t 0.388 (0.428)] [data_t 0.015] [optim_t 0.373] [lr 0.000340] [CE 3.645 (3.939)] [KD 1.822 (2.013)] +2024-10-20 05:50:17,427 - Train: 79.06% [989000/1251000] [790.6/1000.0] [batch_t 0.483 (0.433)] [data_t 0.015] [optim_t 0.467] [lr 0.000340] [CE 3.875 (3.875)] [KD 2.057 (1.989)] +2024-10-20 05:50:39,076 - Train: 79.06% [989050/1251000] [790.6/1000.0] [batch_t 0.478 (0.433)] [data_t 0.015] [optim_t 0.462] [lr 0.000340] [CE 4.146 (3.868)] [KD 2.093 (1.973)] +2024-10-20 05:51:00,789 - Train: 79.06% [989100/1251000] [790.6/1000.0] [batch_t 0.366 (0.434)] [data_t 0.015] [optim_t 0.351] [lr 0.000340] [CE 3.838 (3.905)] [KD 1.932 (1.957)] +2024-10-20 05:51:23,350 - Train: 79.07% [989150/1251000] [790.7/1000.0] [batch_t 0.457 (0.451)] [data_t 0.016] [optim_t 0.442] [lr 0.000340] [CE 3.591 (3.817)] [KD 1.990 (1.960)] +2024-10-20 05:51:45,521 - Train: 79.07% [989200/1251000] [790.7/1000.0] [batch_t 0.461 (0.443)] [data_t 0.015] [optim_t 0.446] [lr 0.000340] [CE 3.676 (3.857)] [KD 1.748 (1.972)] +2024-10-20 05:52:07,890 - Train: 79.08% [989250/1251000] [790.8/1000.0] [batch_t 0.428 (0.447)] [data_t 0.015] [optim_t 0.412] [lr 0.000339] [CE 4.050 (3.840)] [KD 2.021 (1.967)] +2024-10-20 05:52:29,953 - Train: 79.08% [989300/1251000] [790.8/1000.0] [batch_t 0.362 (0.441)] [data_t 0.015] [optim_t 0.346] [lr 0.000339] [CE 3.711 (3.899)] [KD 1.898 (1.993)] +2024-10-20 05:52:51,518 - Train: 79.08% [989350/1251000] [790.8/1000.0] [batch_t 0.479 (0.431)] [data_t 0.016] [optim_t 0.464] [lr 0.000339] [CE 3.906 (3.938)] [KD 1.936 (2.015)] +2024-10-20 05:53:12,602 - Train: 79.09% [989400/1251000] [790.9/1000.0] [batch_t 0.425 (0.422)] [data_t 0.015] [optim_t 0.410] [lr 0.000339] [CE 3.505 (3.889)] [KD 1.733 (1.998)] +2024-10-20 05:53:34,280 - Train: 79.09% [989450/1251000] [790.9/1000.0] [batch_t 0.480 (0.433)] [data_t 0.015] [optim_t 0.464] [lr 0.000339] [CE 3.469 (3.871)] [KD 1.787 (1.975)] +2024-10-20 05:53:56,486 - Train: 79.10% [989500/1251000] [791.0/1000.0] [batch_t 0.370 (0.444)] [data_t 0.015] [optim_t 0.355] [lr 0.000339] [CE 3.661 (3.882)] [KD 1.895 (1.996)] +2024-10-20 05:54:35,531 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 40786] [top5_cnt 47909] [top_all 50000] +2024-10-20 05:54:35,531 - net: 81.572 (95.818) +2024-10-20 05:54:56,869 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 41433] [top5_cnt 48159] [top_all 50000] +2024-10-20 05:54:56,870 - net_E: 82.866 (96.318) +2024-10-20 05:54:57,013 - Max [top1: 81.608 (epoch: 784)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 05:54:57,014 - ==> Total time: 5 days, 6:13:05 Eta: 1 day, 9:20:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 05:55:07,193 - Train: 79.10% [989550/1251000] [791.0/1000.0] [batch_t 0.362 (0.967)] [data_t 0.015] [optim_t 0.346] [lr 0.000339] [CE 3.611 (3.710)] [KD 1.874 (1.944)] +2024-10-20 05:55:27,075 - Train: 79.10% [989600/1251000] [791.0/1000.0] [batch_t 0.376 (0.398)] [data_t 0.015] [optim_t 0.360] [lr 0.000339] [CE 3.883 (3.869)] [KD 2.003 (1.967)] +2024-10-20 05:55:48,977 - Train: 79.11% [989650/1251000] [791.1/1000.0] [batch_t 0.464 (0.438)] [data_t 0.015] [optim_t 0.449] [lr 0.000339] [CE 3.768 (3.897)] [KD 1.877 (1.995)] +2024-10-20 05:56:10,364 - Train: 79.11% [989700/1251000] [791.1/1000.0] [batch_t 0.436 (0.428)] [data_t 0.015] [optim_t 0.421] [lr 0.000338] [CE 3.681 (3.864)] [KD 1.865 (1.992)] +2024-10-20 05:56:32,091 - Train: 79.12% [989750/1251000] [791.2/1000.0] [batch_t 0.427 (0.434)] [data_t 0.015] [optim_t 0.412] [lr 0.000338] [CE 3.254 (3.905)] [KD 1.719 (2.018)] +2024-10-20 05:56:53,861 - Train: 79.12% [989800/1251000] [791.2/1000.0] [batch_t 0.387 (0.435)] [data_t 0.015] [optim_t 0.372] [lr 0.000338] [CE 3.876 (3.849)] [KD 2.004 (1.985)] +2024-10-20 05:57:15,307 - Train: 79.12% [989850/1251000] [791.2/1000.0] [batch_t 0.437 (0.429)] [data_t 0.015] [optim_t 0.422] [lr 0.000338] [CE 3.736 (3.884)] [KD 1.905 (2.004)] +2024-10-20 05:57:36,431 - Train: 79.13% [989900/1251000] [791.3/1000.0] [batch_t 0.421 (0.422)] [data_t 0.015] [optim_t 0.406] [lr 0.000338] [CE 3.622 (3.799)] [KD 1.757 (1.945)] +2024-10-20 05:57:57,578 - Train: 79.13% [989950/1251000] [791.3/1000.0] [batch_t 0.364 (0.423)] [data_t 0.015] [optim_t 0.349] [lr 0.000338] [CE 3.647 (3.960)] [KD 1.872 (2.014)] +2024-10-20 05:58:18,479 - Train: 79.14% [990000/1251000] [791.4/1000.0] [batch_t 0.401 (0.418)] [data_t 0.015] [optim_t 0.386] [lr 0.000338] [CE 4.139 (3.934)] [KD 2.193 (2.023)] +2024-10-20 05:58:39,246 - Train: 79.14% [990050/1251000] [791.4/1000.0] [batch_t 0.396 (0.415)] [data_t 0.015] [optim_t 0.381] [lr 0.000338] [CE 3.253 (3.902)] [KD 1.654 (1.982)] +2024-10-20 05:59:00,680 - Train: 79.14% [990100/1251000] [791.4/1000.0] [batch_t 0.481 (0.429)] [data_t 0.015] [optim_t 0.466] [lr 0.000337] [CE 4.082 (3.828)] [KD 2.088 (1.954)] +2024-10-20 05:59:21,542 - Train: 79.15% [990150/1251000] [791.5/1000.0] [batch_t 0.456 (0.417)] [data_t 0.015] [optim_t 0.441] [lr 0.000337] [CE 4.109 (3.861)] [KD 2.063 (1.969)] +2024-10-20 05:59:42,811 - Train: 79.15% [990200/1251000] [791.5/1000.0] [batch_t 0.425 (0.425)] [data_t 0.015] [optim_t 0.409] [lr 0.000337] [CE 3.781 (3.889)] [KD 1.844 (1.990)] +2024-10-20 06:00:04,056 - Train: 79.16% [990250/1251000] [791.6/1000.0] [batch_t 0.400 (0.425)] [data_t 0.015] [optim_t 0.385] [lr 0.000337] [CE 3.814 (3.877)] [KD 1.929 (1.983)] +2024-10-20 06:00:25,876 - Train: 79.16% [990300/1251000] [791.6/1000.0] [batch_t 0.397 (0.436)] [data_t 0.016] [optim_t 0.381] [lr 0.000337] [CE 3.571 (3.828)] [KD 1.877 (1.970)] +2024-10-20 06:00:47,058 - Train: 79.16% [990350/1251000] [791.6/1000.0] [batch_t 0.386 (0.424)] [data_t 0.016] [optim_t 0.371] [lr 0.000337] [CE 3.837 (3.842)] [KD 1.866 (1.957)] +2024-10-20 06:01:08,613 - Train: 79.17% [990400/1251000] [791.7/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.000337] [CE 3.969 (3.891)] [KD 2.071 (1.994)] +2024-10-20 06:01:29,780 - Train: 79.17% [990450/1251000] [791.7/1000.0] [batch_t 0.408 (0.423)] [data_t 0.015] [optim_t 0.392] [lr 0.000337] [CE 3.411 (3.869)] [KD 1.814 (1.981)] +2024-10-20 06:01:50,956 - Train: 79.18% [990500/1251000] [791.8/1000.0] [batch_t 0.494 (0.423)] [data_t 0.015] [optim_t 0.478] [lr 0.000337] [CE 3.898 (3.845)] [KD 1.932 (1.956)] +2024-10-20 06:02:11,583 - Train: 79.18% [990550/1251000] [791.8/1000.0] [batch_t 0.364 (0.412)] [data_t 0.016] [optim_t 0.348] [lr 0.000336] [CE 3.472 (3.829)] [KD 1.804 (1.971)] +2024-10-20 06:02:33,528 - Train: 79.18% [990600/1251000] [791.8/1000.0] [batch_t 0.432 (0.439)] [data_t 0.015] [optim_t 0.416] [lr 0.000336] [CE 3.511 (3.814)] [KD 1.681 (1.962)] +2024-10-20 06:02:55,267 - Train: 79.19% [990650/1251000] [791.9/1000.0] [batch_t 0.374 (0.435)] [data_t 0.015] [optim_t 0.358] [lr 0.000336] [CE 3.196 (3.936)] [KD 1.612 (1.991)] +2024-10-20 06:03:16,898 - Train: 79.19% [990700/1251000] [791.9/1000.0] [batch_t 0.388 (0.432)] [data_t 0.016] [optim_t 0.373] [lr 0.000336] [CE 3.078 (3.851)] [KD 1.597 (1.981)] +2024-10-20 06:03:38,728 - Train: 79.20% [990750/1251000] [792.0/1000.0] [batch_t 0.428 (0.436)] [data_t 0.015] [optim_t 0.413] [lr 0.000336] [CE 3.620 (3.886)] [KD 1.808 (1.995)] +2024-10-20 06:04:18,272 - Test (net): 100.00% [50/50] [batch_t 0.140 (0.437)] [top1_cnt 40842] [top5_cnt 47914] [top_all 50000] +2024-10-20 06:04:18,272 - net: 81.684 (95.828) +2024-10-20 06:04:39,536 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 41442] [top5_cnt 48150] [top_all 50000] +2024-10-20 06:04:39,536 - net_E: 82.884 (96.300) +2024-10-20 06:04:39,708 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 06:04:39,709 - ==> Total time: 5 days, 6:22:48 Eta: 1 day, 9:11:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 06:04:50,754 - Train: 79.20% [990800/1251000] [792.0/1000.0] [batch_t 0.365 (0.795)] [data_t 0.015] [optim_t 0.349] [lr 0.000336] [CE 3.435 (3.749)] [KD 1.693 (1.896)] +2024-10-20 06:05:10,337 - Train: 79.20% [990850/1251000] [792.0/1000.0] [batch_t 0.491 (0.392)] [data_t 0.016] [optim_t 0.475] [lr 0.000336] [CE 4.210 (3.905)] [KD 2.231 (1.992)] +2024-10-20 06:05:32,385 - Train: 79.21% [990900/1251000] [792.1/1000.0] [batch_t 0.444 (0.441)] [data_t 0.015] [optim_t 0.429] [lr 0.000336] [CE 4.304 (3.814)] [KD 2.058 (1.936)] +2024-10-20 06:05:54,903 - Train: 79.21% [990950/1251000] [792.1/1000.0] [batch_t 0.554 (0.450)] [data_t 0.015] [optim_t 0.539] [lr 0.000336] [CE 3.785 (3.966)] [KD 2.011 (2.005)] +2024-10-20 06:06:16,311 - Train: 79.22% [991000/1251000] [792.2/1000.0] [batch_t 0.451 (0.428)] [data_t 0.015] [optim_t 0.435] [lr 0.000335] [CE 3.927 (3.886)] [KD 1.864 (2.004)] +2024-10-20 06:06:38,164 - Train: 79.22% [991050/1251000] [792.2/1000.0] [batch_t 0.405 (0.437)] [data_t 0.015] [optim_t 0.390] [lr 0.000335] [CE 3.343 (3.878)] [KD 1.742 (1.995)] +2024-10-20 06:07:00,038 - Train: 79.22% [991100/1251000] [792.2/1000.0] [batch_t 0.503 (0.437)] [data_t 0.015] [optim_t 0.488] [lr 0.000335] [CE 3.833 (3.889)] [KD 1.755 (1.997)] +2024-10-20 06:07:22,235 - Train: 79.23% [991150/1251000] [792.3/1000.0] [batch_t 0.460 (0.444)] [data_t 0.015] [optim_t 0.445] [lr 0.000335] [CE 3.726 (3.886)] [KD 1.928 (1.991)] +2024-10-20 06:07:44,221 - Train: 79.23% [991200/1251000] [792.3/1000.0] [batch_t 0.438 (0.440)] [data_t 0.016] [optim_t 0.422] [lr 0.000335] [CE 4.027 (3.855)] [KD 1.922 (1.974)] +2024-10-20 06:08:06,324 - Train: 79.24% [991250/1251000] [792.4/1000.0] [batch_t 0.417 (0.442)] [data_t 0.015] [optim_t 0.402] [lr 0.000335] [CE 3.697 (3.911)] [KD 1.842 (1.984)] +2024-10-20 06:08:28,663 - Train: 79.24% [991300/1251000] [792.4/1000.0] [batch_t 0.453 (0.447)] [data_t 0.015] [optim_t 0.438] [lr 0.000335] [CE 3.811 (3.881)] [KD 1.965 (1.975)] +2024-10-20 06:08:51,166 - Train: 79.24% [991350/1251000] [792.4/1000.0] [batch_t 0.368 (0.450)] [data_t 0.015] [optim_t 0.353] [lr 0.000335] [CE 4.041 (3.883)] [KD 1.914 (1.960)] +2024-10-20 06:09:12,888 - Train: 79.25% [991400/1251000] [792.5/1000.0] [batch_t 0.516 (0.434)] [data_t 0.015] [optim_t 0.501] [lr 0.000335] [CE 3.800 (3.869)] [KD 1.953 (1.967)] +2024-10-20 06:09:34,559 - Train: 79.25% [991450/1251000] [792.5/1000.0] [batch_t 0.412 (0.433)] [data_t 0.015] [optim_t 0.396] [lr 0.000334] [CE 4.490 (3.915)] [KD 2.353 (2.003)] +2024-10-20 06:09:55,210 - Train: 79.26% [991500/1251000] [792.6/1000.0] [batch_t 0.388 (0.413)] [data_t 0.015] [optim_t 0.373] [lr 0.000334] [CE 4.362 (3.929)] [KD 2.265 (2.011)] +2024-10-20 06:10:16,785 - Train: 79.26% [991550/1251000] [792.6/1000.0] [batch_t 0.489 (0.431)] [data_t 0.015] [optim_t 0.473] [lr 0.000334] [CE 4.132 (3.852)] [KD 2.265 (1.951)] +2024-10-20 06:10:38,324 - Train: 79.26% [991600/1251000] [792.6/1000.0] [batch_t 0.469 (0.431)] [data_t 0.015] [optim_t 0.453] [lr 0.000334] [CE 4.112 (3.882)] [KD 2.161 (1.975)] +2024-10-20 06:11:00,487 - Train: 79.27% [991650/1251000] [792.7/1000.0] [batch_t 0.415 (0.443)] [data_t 0.071] [optim_t 0.344] [lr 0.000334] [CE 4.059 (3.878)] [KD 2.102 (2.001)] +2024-10-20 06:11:22,044 - Train: 79.27% [991700/1251000] [792.7/1000.0] [batch_t 0.483 (0.431)] [data_t 0.016] [optim_t 0.468] [lr 0.000334] [CE 3.431 (3.930)] [KD 1.821 (2.005)] +2024-10-20 06:11:43,650 - Train: 79.28% [991750/1251000] [792.8/1000.0] [batch_t 0.448 (0.432)] [data_t 0.015] [optim_t 0.432] [lr 0.000334] [CE 3.593 (3.833)] [KD 1.690 (1.948)] +2024-10-20 06:12:05,460 - Train: 79.28% [991800/1251000] [792.8/1000.0] [batch_t 0.390 (0.436)] [data_t 0.015] [optim_t 0.375] [lr 0.000334] [CE 3.799 (3.863)] [KD 1.926 (1.974)] +2024-10-20 06:12:27,396 - Train: 79.28% [991850/1251000] [792.8/1000.0] [batch_t 0.433 (0.439)] [data_t 0.015] [optim_t 0.418] [lr 0.000334] [CE 3.896 (3.917)] [KD 2.104 (1.991)] +2024-10-20 06:12:49,081 - Train: 79.29% [991900/1251000] [792.9/1000.0] [batch_t 0.364 (0.434)] [data_t 0.015] [optim_t 0.349] [lr 0.000333] [CE 4.392 (3.940)] [KD 2.281 (2.009)] +2024-10-20 06:13:10,310 - Train: 79.29% [991950/1251000] [792.9/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.000333] [CE 4.292 (3.868)] [KD 2.215 (1.987)] +2024-10-20 06:13:31,867 - Train: 79.30% [992000/1251000] [793.0/1000.0] [batch_t 0.430 (0.431)] [data_t 0.015] [optim_t 0.415] [lr 0.000333] [CE 3.755 (3.933)] [KD 1.864 (2.006)] +2024-10-20 06:14:11,342 - Test (net): 100.00% [50/50] [batch_t 0.132 (0.436)] [top1_cnt 40785] [top5_cnt 47858] [top_all 50000] +2024-10-20 06:14:11,342 - net: 81.570 (95.716) +2024-10-20 06:14:32,411 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 41459] [top5_cnt 48156] [top_all 50000] +2024-10-20 06:14:32,412 - net_E: 82.918 (96.312) +2024-10-20 06:14:32,572 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 06:14:32,572 - ==> Total time: 5 days, 6:32:41 Eta: 1 day, 9:01:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 06:14:41,681 - Train: 79.30% [992050/1251000] [793.0/1000.0] [batch_t 0.361 (1.067)] [data_t 0.015] [optim_t 0.345] [lr 0.000333] [CE 4.291 (3.898)] [KD 2.197 (2.029)] +2024-10-20 06:15:01,429 - Train: 79.30% [992100/1251000] [793.0/1000.0] [batch_t 0.361 (0.395)] [data_t 0.016] [optim_t 0.345] [lr 0.000333] [CE 3.946 (3.830)] [KD 2.135 (1.957)] +2024-10-20 06:15:23,225 - Train: 79.31% [992150/1251000] [793.1/1000.0] [batch_t 0.485 (0.436)] [data_t 0.015] [optim_t 0.469] [lr 0.000333] [CE 3.447 (3.808)] [KD 1.809 (1.942)] +2024-10-20 06:15:45,178 - Train: 79.31% [992200/1251000] [793.1/1000.0] [batch_t 0.446 (0.439)] [data_t 0.015] [optim_t 0.430] [lr 0.000333] [CE 4.061 (3.918)] [KD 1.987 (2.013)] +2024-10-20 06:16:06,541 - Train: 79.32% [992250/1251000] [793.2/1000.0] [batch_t 0.459 (0.427)] [data_t 0.016] [optim_t 0.444] [lr 0.000333] [CE 3.884 (3.918)] [KD 2.019 (2.016)] +2024-10-20 06:16:28,340 - Train: 79.32% [992300/1251000] [793.2/1000.0] [batch_t 0.363 (0.436)] [data_t 0.015] [optim_t 0.347] [lr 0.000333] [CE 3.639 (3.814)] [KD 1.820 (1.950)] +2024-10-20 06:16:49,815 - Train: 79.32% [992350/1251000] [793.2/1000.0] [batch_t 0.381 (0.429)] [data_t 0.015] [optim_t 0.365] [lr 0.000332] [CE 2.997 (3.826)] [KD 1.505 (1.946)] +2024-10-20 06:17:11,828 - Train: 79.33% [992400/1251000] [793.3/1000.0] [batch_t 0.398 (0.440)] [data_t 0.015] [optim_t 0.383] [lr 0.000332] [CE 3.815 (3.896)] [KD 1.909 (1.983)] +2024-10-20 06:17:33,891 - Train: 79.33% [992450/1251000] [793.3/1000.0] [batch_t 0.520 (0.441)] [data_t 0.015] [optim_t 0.504] [lr 0.000332] [CE 3.770 (3.886)] [KD 1.845 (1.995)] +2024-10-20 06:17:56,221 - Train: 79.34% [992500/1251000] [793.4/1000.0] [batch_t 0.399 (0.446)] [data_t 0.015] [optim_t 0.383] [lr 0.000332] [CE 4.197 (3.846)] [KD 2.136 (1.958)] +2024-10-20 06:18:17,972 - Train: 79.34% [992550/1251000] [793.4/1000.0] [batch_t 0.394 (0.435)] [data_t 0.015] [optim_t 0.379] [lr 0.000332] [CE 3.578 (3.881)] [KD 1.820 (1.992)] +2024-10-20 06:18:39,342 - Train: 79.34% [992600/1251000] [793.4/1000.0] [batch_t 0.404 (0.427)] [data_t 0.015] [optim_t 0.388] [lr 0.000332] [CE 4.098 (3.962)] [KD 2.066 (2.015)] +2024-10-20 06:19:01,264 - Train: 79.35% [992650/1251000] [793.5/1000.0] [batch_t 0.452 (0.438)] [data_t 0.016] [optim_t 0.436] [lr 0.000332] [CE 4.031 (3.810)] [KD 1.948 (1.955)] +2024-10-20 06:19:23,217 - Train: 79.35% [992700/1251000] [793.5/1000.0] [batch_t 0.362 (0.439)] [data_t 0.015] [optim_t 0.347] [lr 0.000332] [CE 4.152 (3.802)] [KD 1.976 (1.932)] +2024-10-20 06:19:44,614 - Train: 79.36% [992750/1251000] [793.6/1000.0] [batch_t 0.441 (0.428)] [data_t 0.015] [optim_t 0.426] [lr 0.000332] [CE 3.697 (3.874)] [KD 1.814 (1.969)] +2024-10-20 06:20:05,740 - Train: 79.36% [992800/1251000] [793.6/1000.0] [batch_t 0.366 (0.422)] [data_t 0.015] [optim_t 0.351] [lr 0.000331] [CE 3.959 (3.837)] [KD 1.984 (1.967)] +2024-10-20 06:20:26,862 - Train: 79.36% [992850/1251000] [793.6/1000.0] [batch_t 0.432 (0.422)] [data_t 0.016] [optim_t 0.417] [lr 0.000331] [CE 4.419 (3.861)] [KD 2.257 (1.982)] +2024-10-20 06:20:48,753 - Train: 79.37% [992900/1251000] [793.7/1000.0] [batch_t 0.439 (0.438)] [data_t 0.097] [optim_t 0.342] [lr 0.000331] [CE 4.162 (3.848)] [KD 2.188 (1.961)] +2024-10-20 06:21:10,303 - Train: 79.37% [992950/1251000] [793.7/1000.0] [batch_t 0.433 (0.431)] [data_t 0.088] [optim_t 0.345] [lr 0.000331] [CE 4.092 (3.853)] [KD 2.093 (1.953)] +2024-10-20 06:21:31,907 - Train: 79.38% [993000/1251000] [793.8/1000.0] [batch_t 0.421 (0.432)] [data_t 0.015] [optim_t 0.406] [lr 0.000331] [CE 3.782 (3.836)] [KD 1.847 (1.953)] +2024-10-20 06:21:53,912 - Train: 79.38% [993050/1251000] [793.8/1000.0] [batch_t 0.508 (0.440)] [data_t 0.164] [optim_t 0.343] [lr 0.000331] [CE 4.240 (3.908)] [KD 2.158 (2.003)] +2024-10-20 06:22:15,613 - Train: 79.38% [993100/1251000] [793.8/1000.0] [batch_t 0.594 (0.434)] [data_t 0.126] [optim_t 0.468] [lr 0.000331] [CE 4.026 (3.909)] [KD 2.088 (1.970)] +2024-10-20 06:22:37,471 - Train: 79.39% [993150/1251000] [793.9/1000.0] [batch_t 0.436 (0.437)] [data_t 0.087] [optim_t 0.349] [lr 0.000331] [CE 3.395 (3.839)] [KD 1.716 (1.952)] +2024-10-20 06:22:59,345 - Train: 79.39% [993200/1251000] [793.9/1000.0] [batch_t 0.363 (0.437)] [data_t 0.015] [optim_t 0.348] [lr 0.000330] [CE 3.881 (3.810)] [KD 1.899 (1.951)] +2024-10-20 06:23:21,132 - Train: 79.40% [993250/1251000] [794.0/1000.0] [batch_t 0.969 (0.436)] [data_t 0.628] [optim_t 0.340] [lr 0.000330] [CE 3.413 (3.846)] [KD 1.675 (1.977)] +2024-10-20 06:24:00,517 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40739] [top5_cnt 47882] [top_all 50000] +2024-10-20 06:24:00,518 - net: 81.478 (95.764) +2024-10-20 06:24:21,438 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 41460] [top5_cnt 48154] [top_all 50000] +2024-10-20 06:24:21,439 - net_E: 82.920 (96.308) +2024-10-20 06:24:21,615 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 82.936 (epoch: 781)] +2024-10-20 06:24:21,616 - ==> Total time: 5 days, 6:42:30 Eta: 1 day, 8:52:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 06:24:29,867 - Train: 79.40% [993300/1251000] [794.0/1000.0] [batch_t 0.359 (1.155)] [data_t 0.016] [optim_t 0.344] [lr 0.000330] [CE 3.811 (3.829)] [KD 1.981 (1.982)] +2024-10-20 06:24:48,974 - Train: 79.40% [993350/1251000] [794.0/1000.0] [batch_t 0.388 (0.382)] [data_t 0.015] [optim_t 0.373] [lr 0.000330] [CE 3.727 (3.778)] [KD 1.879 (1.939)] +2024-10-20 06:25:10,410 - Train: 79.41% [993400/1251000] [794.1/1000.0] [batch_t 0.454 (0.429)] [data_t 0.015] [optim_t 0.438] [lr 0.000330] [CE 4.356 (3.936)] [KD 2.278 (2.020)] +2024-10-20 06:25:33,132 - Train: 79.41% [993450/1251000] [794.1/1000.0] [batch_t 0.482 (0.454)] [data_t 0.015] [optim_t 0.467] [lr 0.000330] [CE 4.022 (3.892)] [KD 2.058 (1.978)] +2024-10-20 06:25:55,386 - Train: 79.42% [993500/1251000] [794.2/1000.0] [batch_t 0.426 (0.445)] [data_t 0.015] [optim_t 0.411] [lr 0.000330] [CE 4.090 (3.906)] [KD 2.212 (1.986)] +2024-10-20 06:26:17,628 - Train: 79.42% [993550/1251000] [794.2/1000.0] [batch_t 0.443 (0.445)] [data_t 0.015] [optim_t 0.428] [lr 0.000330] [CE 3.585 (3.742)] [KD 1.820 (1.906)] +2024-10-20 06:26:38,408 - Train: 79.42% [993600/1251000] [794.2/1000.0] [batch_t 0.414 (0.416)] [data_t 0.015] [optim_t 0.399] [lr 0.000330] [CE 3.752 (3.862)] [KD 1.977 (1.978)] +2024-10-20 06:26:59,236 - Train: 79.43% [993650/1251000] [794.3/1000.0] [batch_t 0.419 (0.416)] [data_t 0.015] [optim_t 0.404] [lr 0.000329] [CE 3.986 (3.892)] [KD 2.027 (1.996)] +2024-10-20 06:27:20,575 - Train: 79.43% [993700/1251000] [794.3/1000.0] [batch_t 0.407 (0.427)] [data_t 0.015] [optim_t 0.392] [lr 0.000329] [CE 4.088 (3.836)] [KD 2.139 (1.968)] +2024-10-20 06:27:41,929 - Train: 79.44% [993750/1251000] [794.4/1000.0] [batch_t 0.371 (0.427)] [data_t 0.015] [optim_t 0.355] [lr 0.000329] [CE 3.865 (3.888)] [KD 1.997 (1.980)] +2024-10-20 06:28:02,976 - Train: 79.44% [993800/1251000] [794.4/1000.0] [batch_t 0.469 (0.421)] [data_t 0.015] [optim_t 0.454] [lr 0.000329] [CE 3.519 (3.810)] [KD 1.834 (1.949)] +2024-10-20 06:28:23,874 - Train: 79.44% [993850/1251000] [794.4/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.348] [lr 0.000329] [CE 3.730 (3.898)] [KD 1.946 (1.995)] +2024-10-20 06:28:45,098 - Train: 79.45% [993900/1251000] [794.5/1000.0] [batch_t 0.422 (0.424)] [data_t 0.015] [optim_t 0.407] [lr 0.000329] [CE 4.418 (3.872)] [KD 2.165 (1.967)] +2024-10-20 06:29:05,533 - Train: 79.45% [993950/1251000] [794.5/1000.0] [batch_t 0.390 (0.409)] [data_t 0.016] [optim_t 0.375] [lr 0.000329] [CE 3.349 (3.912)] [KD 1.889 (1.978)] +2024-10-20 06:29:26,009 - Train: 79.46% [994000/1251000] [794.6/1000.0] [batch_t 0.455 (0.409)] [data_t 0.015] [optim_t 0.439] [lr 0.000329] [CE 3.828 (3.832)] [KD 1.984 (1.957)] +2024-10-20 06:29:47,439 - Train: 79.46% [994050/1251000] [794.6/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.349] [lr 0.000329] [CE 3.928 (3.829)] [KD 2.018 (1.948)] +2024-10-20 06:30:07,991 - Train: 79.46% [994100/1251000] [794.6/1000.0] [batch_t 0.366 (0.411)] [data_t 0.016] [optim_t 0.350] [lr 0.000328] [CE 3.793 (3.866)] [KD 1.956 (1.953)] +2024-10-20 06:30:29,307 - Train: 79.47% [994150/1251000] [794.7/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.348] [lr 0.000328] [CE 3.878 (3.810)] [KD 1.991 (1.926)] +2024-10-20 06:30:50,416 - Train: 79.47% [994200/1251000] [794.7/1000.0] [batch_t 0.484 (0.422)] [data_t 0.142] [optim_t 0.341] [lr 0.000328] [CE 4.104 (3.876)] [KD 2.065 (1.988)] +2024-10-20 06:31:11,660 - Train: 79.48% [994250/1251000] [794.8/1000.0] [batch_t 0.365 (0.425)] [data_t 0.016] [optim_t 0.350] [lr 0.000328] [CE 3.475 (3.804)] [KD 1.818 (1.942)] +2024-10-20 06:31:32,898 - Train: 79.48% [994300/1251000] [794.8/1000.0] [batch_t 0.413 (0.425)] [data_t 0.015] [optim_t 0.398] [lr 0.000328] [CE 3.983 (3.843)] [KD 2.204 (1.958)] +2024-10-20 06:31:54,171 - Train: 79.48% [994350/1251000] [794.8/1000.0] [batch_t 0.427 (0.425)] [data_t 0.077] [optim_t 0.350] [lr 0.000328] [CE 3.864 (3.785)] [KD 1.899 (1.934)] +2024-10-20 06:32:15,719 - Train: 79.49% [994400/1251000] [794.9/1000.0] [batch_t 0.475 (0.431)] [data_t 0.015] [optim_t 0.459] [lr 0.000328] [CE 4.083 (3.951)] [KD 2.014 (2.003)] +2024-10-20 06:32:37,315 - Train: 79.49% [994450/1251000] [794.9/1000.0] [batch_t 0.436 (0.432)] [data_t 0.015] [optim_t 0.421] [lr 0.000328] [CE 4.168 (3.892)] [KD 2.091 (2.001)] +2024-10-20 06:32:58,686 - Train: 79.50% [994500/1251000] [795.0/1000.0] [batch_t 0.443 (0.427)] [data_t 0.015] [optim_t 0.428] [lr 0.000328] [CE 3.787 (3.883)] [KD 1.942 (1.995)] +2024-10-20 06:33:38,858 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40795] [top5_cnt 47870] [top_all 50000] +2024-10-20 06:33:38,859 - net: 81.590 (95.740) +2024-10-20 06:33:59,606 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.409)] [top1_cnt 41483] [top5_cnt 48156] [top_all 50000] +2024-10-20 06:33:59,606 - net_E: 82.966 (96.312) +2024-10-20 06:33:59,759 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 82.966 (epoch: 795)] +2024-10-20 06:33:59,760 - ==> Total time: 5 days, 6:52:08 Eta: 1 day, 8:42:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 06:34:13,050 - Train: 79.50% [994550/1251000] [795.0/1000.0] [batch_t 0.359 (0.786)] [data_t 0.015] [optim_t 0.344] [lr 0.000327] [CE 4.115 (3.794)] [KD 1.946 (1.897)] +2024-10-20 06:34:31,952 - Train: 79.50% [994600/1251000] [795.0/1000.0] [batch_t 0.459 (0.378)] [data_t 0.015] [optim_t 0.443] [lr 0.000327] [CE 3.996 (3.835)] [KD 1.977 (1.951)] +2024-10-20 06:34:54,267 - Train: 79.51% [994650/1251000] [795.1/1000.0] [batch_t 0.452 (0.446)] [data_t 0.015] [optim_t 0.436] [lr 0.000327] [CE 4.172 (3.879)] [KD 2.039 (1.965)] +2024-10-20 06:35:15,846 - Train: 79.51% [994700/1251000] [795.1/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.000327] [CE 3.759 (3.854)] [KD 1.815 (1.954)] +2024-10-20 06:35:36,987 - Train: 79.52% [994750/1251000] [795.2/1000.0] [batch_t 0.429 (0.423)] [data_t 0.015] [optim_t 0.414] [lr 0.000327] [CE 3.554 (3.972)] [KD 1.785 (1.994)] +2024-10-20 06:35:59,003 - Train: 79.52% [994800/1251000] [795.2/1000.0] [batch_t 0.363 (0.440)] [data_t 0.015] [optim_t 0.348] [lr 0.000327] [CE 3.962 (3.836)] [KD 2.001 (1.937)] +2024-10-20 06:36:20,336 - Train: 79.52% [994850/1251000] [795.2/1000.0] [batch_t 0.474 (0.427)] [data_t 0.015] [optim_t 0.459] [lr 0.000327] [CE 3.490 (3.865)] [KD 1.785 (1.962)] +2024-10-20 06:36:41,119 - Train: 79.53% [994900/1251000] [795.3/1000.0] [batch_t 0.359 (0.416)] [data_t 0.015] [optim_t 0.343] [lr 0.000327] [CE 3.707 (3.887)] [KD 1.947 (2.001)] +2024-10-20 06:37:02,432 - Train: 79.53% [994950/1251000] [795.3/1000.0] [batch_t 0.477 (0.426)] [data_t 0.015] [optim_t 0.462] [lr 0.000327] [CE 3.555 (3.840)] [KD 1.830 (1.956)] +2024-10-20 06:37:23,990 - Train: 79.54% [995000/1251000] [795.4/1000.0] [batch_t 0.891 (0.431)] [data_t 0.015] [optim_t 0.876] [lr 0.000326] [CE 3.907 (3.814)] [KD 2.065 (1.934)] +2024-10-20 06:37:45,261 - Train: 79.54% [995050/1251000] [795.4/1000.0] [batch_t 0.448 (0.425)] [data_t 0.105] [optim_t 0.343] [lr 0.000326] [CE 3.849 (3.802)] [KD 1.812 (1.949)] +2024-10-20 06:38:07,645 - Train: 79.54% [995100/1251000] [795.4/1000.0] [batch_t 0.399 (0.448)] [data_t 0.053] [optim_t 0.347] [lr 0.000326] [CE 3.805 (3.830)] [KD 2.079 (1.961)] +2024-10-20 06:38:28,791 - Train: 79.55% [995150/1251000] [795.5/1000.0] [batch_t 0.379 (0.423)] [data_t 0.032] [optim_t 0.347] [lr 0.000326] [CE 3.885 (3.889)] [KD 1.913 (1.978)] +2024-10-20 06:38:49,196 - Train: 79.55% [995200/1251000] [795.5/1000.0] [batch_t 0.509 (0.408)] [data_t 0.167] [optim_t 0.342] [lr 0.000326] [CE 2.872 (3.835)] [KD 1.559 (1.954)] +2024-10-20 06:39:09,582 - Train: 79.56% [995250/1251000] [795.6/1000.0] [batch_t 0.434 (0.408)] [data_t 0.015] [optim_t 0.419] [lr 0.000326] [CE 4.274 (3.912)] [KD 2.170 (1.983)] +2024-10-20 06:39:31,835 - Train: 79.56% [995300/1251000] [795.6/1000.0] [batch_t 0.361 (0.445)] [data_t 0.015] [optim_t 0.346] [lr 0.000326] [CE 4.275 (3.926)] [KD 2.095 (1.990)] +2024-10-20 06:39:53,192 - Train: 79.56% [995350/1251000] [795.6/1000.0] [batch_t 0.419 (0.427)] [data_t 0.015] [optim_t 0.404] [lr 0.000326] [CE 3.802 (3.872)] [KD 1.928 (1.985)] +2024-10-20 06:40:14,755 - Train: 79.57% [995400/1251000] [795.7/1000.0] [batch_t 0.448 (0.431)] [data_t 0.016] [optim_t 0.432] [lr 0.000326] [CE 4.096 (3.883)] [KD 2.076 (1.970)] +2024-10-20 06:40:36,552 - Train: 79.57% [995450/1251000] [795.7/1000.0] [batch_t 0.453 (0.436)] [data_t 0.016] [optim_t 0.437] [lr 0.000325] [CE 3.911 (3.964)] [KD 2.009 (2.014)] +2024-10-20 06:40:58,580 - Train: 79.58% [995500/1251000] [795.8/1000.0] [batch_t 0.523 (0.440)] [data_t 0.015] [optim_t 0.507] [lr 0.000325] [CE 4.479 (3.892)] [KD 2.391 (1.995)] +2024-10-20 06:41:20,135 - Train: 79.58% [995550/1251000] [795.8/1000.0] [batch_t 0.425 (0.431)] [data_t 0.015] [optim_t 0.410] [lr 0.000325] [CE 3.901 (3.918)] [KD 1.826 (1.987)] +2024-10-20 06:41:41,781 - Train: 79.58% [995600/1251000] [795.8/1000.0] [batch_t 0.502 (0.433)] [data_t 0.016] [optim_t 0.486] [lr 0.000325] [CE 3.414 (3.900)] [KD 1.780 (1.995)] +2024-10-20 06:42:03,523 - Train: 79.59% [995650/1251000] [795.9/1000.0] [batch_t 0.404 (0.435)] [data_t 0.015] [optim_t 0.388] [lr 0.000325] [CE 4.153 (3.870)] [KD 2.002 (1.983)] +2024-10-20 06:42:25,514 - Train: 79.59% [995700/1251000] [795.9/1000.0] [batch_t 0.362 (0.440)] [data_t 0.016] [optim_t 0.347] [lr 0.000325] [CE 3.782 (3.837)] [KD 1.823 (1.949)] +2024-10-20 06:42:47,470 - Train: 79.60% [995750/1251000] [796.0/1000.0] [batch_t 0.402 (0.439)] [data_t 0.015] [optim_t 0.387] [lr 0.000325] [CE 4.003 (3.860)] [KD 2.058 (1.979)] +2024-10-20 06:43:27,568 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 40721] [top5_cnt 47920] [top_all 50000] +2024-10-20 06:43:27,569 - net: 81.442 (95.840) +2024-10-20 06:43:49,023 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41479] [top5_cnt 48151] [top_all 50000] +2024-10-20 06:43:49,023 - net_E: 82.958 (96.302) +2024-10-20 06:43:49,190 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 82.966 (epoch: 795)] +2024-10-20 06:43:49,191 - ==> Total time: 5 days, 7:01:57 Eta: 1 day, 8:33:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 06:43:57,126 - Train: 79.60% [995800/1251000] [796.0/1000.0] [batch_t 0.362 (1.600)] [data_t 0.015] [optim_t 0.347] [lr 0.000325] [CE 3.881 (3.721)] [KD 2.028 (1.917)] +2024-10-20 06:44:16,735 - Train: 79.60% [995850/1251000] [796.0/1000.0] [batch_t 0.451 (0.392)] [data_t 0.110] [optim_t 0.341] [lr 0.000325] [CE 3.793 (3.861)] [KD 1.938 (1.953)] +2024-10-20 06:44:39,216 - Train: 79.61% [995900/1251000] [796.1/1000.0] [batch_t 0.380 (0.450)] [data_t 0.039] [optim_t 0.341] [lr 0.000324] [CE 3.661 (3.869)] [KD 1.930 (1.972)] +2024-10-20 06:45:01,224 - Train: 79.61% [995950/1251000] [796.1/1000.0] [batch_t 0.432 (0.440)] [data_t 0.089] [optim_t 0.343] [lr 0.000324] [CE 3.982 (3.805)] [KD 1.965 (1.940)] +2024-10-20 06:45:22,370 - Train: 79.62% [996000/1251000] [796.2/1000.0] [batch_t 0.435 (0.423)] [data_t 0.092] [optim_t 0.343] [lr 0.000324] [CE 3.616 (3.863)] [KD 1.880 (1.977)] +2024-10-20 06:45:43,098 - Train: 79.62% [996050/1251000] [796.2/1000.0] [batch_t 0.420 (0.414)] [data_t 0.078] [optim_t 0.343] [lr 0.000324] [CE 4.106 (3.934)] [KD 2.007 (1.984)] +2024-10-20 06:46:03,981 - Train: 79.62% [996100/1251000] [796.2/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.346] [lr 0.000324] [CE 3.819 (3.885)] [KD 2.111 (1.962)] +2024-10-20 06:46:25,568 - Train: 79.63% [996150/1251000] [796.3/1000.0] [batch_t 0.433 (0.432)] [data_t 0.073] [optim_t 0.360] [lr 0.000324] [CE 3.940 (3.902)] [KD 1.944 (1.969)] +2024-10-20 06:46:46,535 - Train: 79.63% [996200/1251000] [796.3/1000.0] [batch_t 0.402 (0.419)] [data_t 0.015] [optim_t 0.387] [lr 0.000324] [CE 3.687 (3.810)] [KD 1.953 (1.913)] +2024-10-20 06:47:07,466 - Train: 79.64% [996250/1251000] [796.4/1000.0] [batch_t 0.369 (0.419)] [data_t 0.015] [optim_t 0.354] [lr 0.000324] [CE 3.330 (3.903)] [KD 1.770 (1.965)] +2024-10-20 06:47:28,661 - Train: 79.64% [996300/1251000] [796.4/1000.0] [batch_t 0.394 (0.424)] [data_t 0.015] [optim_t 0.379] [lr 0.000324] [CE 4.008 (3.834)] [KD 2.013 (1.941)] +2024-10-20 06:47:49,618 - Train: 79.64% [996350/1251000] [796.4/1000.0] [batch_t 0.401 (0.419)] [data_t 0.015] [optim_t 0.386] [lr 0.000323] [CE 4.021 (3.894)] [KD 2.034 (1.961)] +2024-10-20 06:48:10,952 - Train: 79.65% [996400/1251000] [796.5/1000.0] [batch_t 0.418 (0.427)] [data_t 0.015] [optim_t 0.403] [lr 0.000323] [CE 3.462 (3.856)] [KD 1.862 (1.970)] +2024-10-20 06:48:31,978 - Train: 79.65% [996450/1251000] [796.5/1000.0] [batch_t 0.362 (0.420)] [data_t 0.015] [optim_t 0.347] [lr 0.000323] [CE 3.902 (3.795)] [KD 2.049 (1.921)] +2024-10-20 06:48:53,730 - Train: 79.66% [996500/1251000] [796.6/1000.0] [batch_t 0.544 (0.435)] [data_t 0.015] [optim_t 0.528] [lr 0.000323] [CE 3.634 (3.811)] [KD 1.885 (1.930)] +2024-10-20 06:49:14,772 - Train: 79.66% [996550/1251000] [796.6/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.000323] [CE 3.971 (3.849)] [KD 1.995 (1.959)] +2024-10-20 06:49:35,494 - Train: 79.66% [996600/1251000] [796.6/1000.0] [batch_t 0.431 (0.414)] [data_t 0.015] [optim_t 0.416] [lr 0.000323] [CE 4.116 (3.821)] [KD 2.097 (1.961)] +2024-10-20 06:49:56,665 - Train: 79.67% [996650/1251000] [796.7/1000.0] [batch_t 0.440 (0.423)] [data_t 0.015] [optim_t 0.424] [lr 0.000323] [CE 3.837 (3.834)] [KD 1.905 (1.928)] +2024-10-20 06:50:18,059 - Train: 79.67% [996700/1251000] [796.7/1000.0] [batch_t 0.429 (0.428)] [data_t 0.015] [optim_t 0.414] [lr 0.000323] [CE 3.900 (3.952)] [KD 1.988 (2.014)] +2024-10-20 06:50:39,325 - Train: 79.68% [996750/1251000] [796.8/1000.0] [batch_t 0.369 (0.425)] [data_t 0.015] [optim_t 0.354] [lr 0.000323] [CE 3.779 (3.815)] [KD 1.868 (1.925)] +2024-10-20 06:51:01,010 - Train: 79.68% [996800/1251000] [796.8/1000.0] [batch_t 0.450 (0.434)] [data_t 0.015] [optim_t 0.435] [lr 0.000322] [CE 4.350 (3.877)] [KD 2.220 (1.985)] +2024-10-20 06:51:22,768 - Train: 79.68% [996850/1251000] [796.8/1000.0] [batch_t 0.481 (0.435)] [data_t 0.015] [optim_t 0.465] [lr 0.000322] [CE 3.561 (3.842)] [KD 1.878 (1.950)] +2024-10-20 06:51:44,667 - Train: 79.69% [996900/1251000] [796.9/1000.0] [batch_t 0.395 (0.438)] [data_t 0.016] [optim_t 0.380] [lr 0.000322] [CE 3.409 (3.894)] [KD 1.774 (2.003)] +2024-10-20 06:52:04,923 - Train: 79.69% [996950/1251000] [796.9/1000.0] [batch_t 0.419 (0.405)] [data_t 0.015] [optim_t 0.404] [lr 0.000322] [CE 4.445 (3.848)] [KD 2.166 (1.959)] +2024-10-20 06:52:26,817 - Train: 79.70% [997000/1251000] [797.0/1000.0] [batch_t 0.441 (0.438)] [data_t 0.015] [optim_t 0.426] [lr 0.000322] [CE 3.774 (3.889)] [KD 1.873 (1.973)] +2024-10-20 06:53:07,963 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.436)] [top1_cnt 40831] [top5_cnt 47914] [top_all 50000] +2024-10-20 06:53:07,964 - net: 81.662 (95.828) +2024-10-20 06:53:29,645 - Test (net_E): 100.00% [50/50] [batch_t 0.147 (0.427)] [top1_cnt 41487] [top5_cnt 48138] [top_all 50000] +2024-10-20 06:53:29,646 - net_E: 82.974 (96.276) +2024-10-20 06:53:29,811 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 82.974 (epoch: 797)] +2024-10-20 06:53:29,811 - ==> Total time: 5 days, 7:11:38 Eta: 1 day, 8:23:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 06:53:38,728 - Train: 79.70% [997050/1251000] [797.0/1000.0] [batch_t 0.356 (1.383)] [data_t 0.015] [optim_t 0.341] [lr 0.000322] [CE 3.781 (3.970)] [KD 1.867 (2.069)] +2024-10-20 06:53:58,618 - Train: 79.70% [997100/1251000] [797.0/1000.0] [batch_t 0.963 (0.398)] [data_t 0.015] [optim_t 0.948] [lr 0.000322] [CE 4.077 (3.796)] [KD 1.957 (1.930)] +2024-10-20 06:54:20,316 - Train: 79.71% [997150/1251000] [797.1/1000.0] [batch_t 0.461 (0.434)] [data_t 0.015] [optim_t 0.446] [lr 0.000322] [CE 4.148 (3.849)] [KD 2.124 (1.950)] +2024-10-20 06:54:42,380 - Train: 79.71% [997200/1251000] [797.1/1000.0] [batch_t 0.358 (0.441)] [data_t 0.015] [optim_t 0.342] [lr 0.000322] [CE 3.753 (3.762)] [KD 1.853 (1.911)] +2024-10-20 06:55:04,574 - Train: 79.72% [997250/1251000] [797.2/1000.0] [batch_t 0.359 (0.444)] [data_t 0.016] [optim_t 0.344] [lr 0.000321] [CE 3.685 (3.858)] [KD 1.872 (1.955)] +2024-10-20 06:55:26,481 - Train: 79.72% [997300/1251000] [797.2/1000.0] [batch_t 0.459 (0.438)] [data_t 0.016] [optim_t 0.443] [lr 0.000321] [CE 3.557 (3.845)] [KD 1.718 (1.952)] +2024-10-20 06:55:48,303 - Train: 79.72% [997350/1251000] [797.2/1000.0] [batch_t 0.386 (0.436)] [data_t 0.016] [optim_t 0.370] [lr 0.000321] [CE 4.053 (3.867)] [KD 2.072 (1.935)] +2024-10-20 06:56:10,731 - Train: 79.73% [997400/1251000] [797.3/1000.0] [batch_t 0.429 (0.448)] [data_t 0.015] [optim_t 0.414] [lr 0.000321] [CE 3.782 (3.886)] [KD 1.977 (1.986)] +2024-10-20 06:56:32,908 - Train: 79.73% [997450/1251000] [797.3/1000.0] [batch_t 0.497 (0.443)] [data_t 0.016] [optim_t 0.482] [lr 0.000321] [CE 3.647 (3.863)] [KD 1.734 (1.959)] +2024-10-20 06:56:54,602 - Train: 79.74% [997500/1251000] [797.4/1000.0] [batch_t 0.433 (0.434)] [data_t 0.015] [optim_t 0.418] [lr 0.000321] [CE 3.388 (3.860)] [KD 1.736 (1.969)] +2024-10-20 06:57:16,114 - Train: 79.74% [997550/1251000] [797.4/1000.0] [batch_t 0.408 (0.430)] [data_t 0.015] [optim_t 0.393] [lr 0.000321] [CE 3.939 (3.810)] [KD 2.149 (1.933)] +2024-10-20 06:57:37,396 - Train: 79.74% [997600/1251000] [797.4/1000.0] [batch_t 0.456 (0.426)] [data_t 0.015] [optim_t 0.441] [lr 0.000321] [CE 3.676 (3.850)] [KD 1.892 (1.978)] +2024-10-20 06:57:58,686 - Train: 79.75% [997650/1251000] [797.5/1000.0] [batch_t 0.415 (0.426)] [data_t 0.015] [optim_t 0.400] [lr 0.000321] [CE 3.857 (3.848)] [KD 1.851 (1.966)] +2024-10-20 06:58:20,161 - Train: 79.75% [997700/1251000] [797.5/1000.0] [batch_t 0.381 (0.429)] [data_t 0.038] [optim_t 0.342] [lr 0.000320] [CE 3.471 (3.866)] [KD 1.775 (1.975)] +2024-10-20 06:58:41,515 - Train: 79.76% [997750/1251000] [797.6/1000.0] [batch_t 0.446 (0.427)] [data_t 0.016] [optim_t 0.431] [lr 0.000320] [CE 3.480 (3.853)] [KD 1.767 (1.947)] +2024-10-20 06:59:02,975 - Train: 79.76% [997800/1251000] [797.6/1000.0] [batch_t 0.508 (0.429)] [data_t 0.166] [optim_t 0.342] [lr 0.000320] [CE 3.974 (3.845)] [KD 1.892 (1.964)] +2024-10-20 06:59:25,689 - Train: 79.76% [997850/1251000] [797.6/1000.0] [batch_t 0.408 (0.454)] [data_t 0.063] [optim_t 0.346] [lr 0.000320] [CE 3.817 (3.907)] [KD 1.915 (1.946)] +2024-10-20 06:59:48,045 - Train: 79.77% [997900/1251000] [797.7/1000.0] [batch_t 0.426 (0.447)] [data_t 0.085] [optim_t 0.341] [lr 0.000320] [CE 3.839 (3.901)] [KD 2.063 (1.985)] +2024-10-20 07:00:10,364 - Train: 79.77% [997950/1251000] [797.7/1000.0] [batch_t 0.473 (0.446)] [data_t 0.133] [optim_t 0.341] [lr 0.000320] [CE 3.964 (3.896)] [KD 2.171 (1.985)] +2024-10-20 07:00:32,490 - Train: 79.78% [998000/1251000] [797.8/1000.0] [batch_t 0.403 (0.442)] [data_t 0.061] [optim_t 0.342] [lr 0.000320] [CE 4.210 (3.852)] [KD 2.172 (1.941)] +2024-10-20 07:00:54,486 - Train: 79.78% [998050/1251000] [797.8/1000.0] [batch_t 0.476 (0.440)] [data_t 0.137] [optim_t 0.340] [lr 0.000320] [CE 4.083 (3.807)] [KD 2.200 (1.924)] +2024-10-20 07:01:16,255 - Train: 79.78% [998100/1251000] [797.8/1000.0] [batch_t 0.429 (0.435)] [data_t 0.088] [optim_t 0.341] [lr 0.000320] [CE 3.769 (3.893)] [KD 1.924 (1.974)] +2024-10-20 07:01:38,542 - Train: 79.79% [998150/1251000] [797.9/1000.0] [batch_t 0.480 (0.446)] [data_t 0.137] [optim_t 0.344] [lr 0.000319] [CE 4.299 (3.931)] [KD 2.242 (1.985)] +2024-10-20 07:02:00,725 - Train: 79.79% [998200/1251000] [797.9/1000.0] [batch_t 0.432 (0.444)] [data_t 0.090] [optim_t 0.342] [lr 0.000319] [CE 3.926 (3.878)] [KD 2.147 (1.965)] +2024-10-20 07:02:22,870 - Train: 79.80% [998250/1251000] [798.0/1000.0] [batch_t 0.440 (0.443)] [data_t 0.097] [optim_t 0.343] [lr 0.000319] [CE 3.262 (3.859)] [KD 1.764 (1.960)] +2024-10-20 07:03:04,306 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 40781] [top5_cnt 47897] [top_all 50000] +2024-10-20 07:03:04,306 - net: 81.562 (95.794) +2024-10-20 07:03:26,252 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 41505] [top5_cnt 48150] [top_all 50000] +2024-10-20 07:03:26,252 - net_E: 83.010 (96.300) +2024-10-20 07:03:26,471 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 07:03:26,471 - ==> Total time: 5 days, 7:21:35 Eta: 1 day, 8:14:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 07:03:33,984 - Train: 79.80% [998300/1251000] [798.0/1000.0] [batch_t 0.428 (1.631)] [data_t 0.060] [optim_t 0.367] [lr 0.000319] [CE 4.028 (4.059)] [KD 2.072 (2.062)] +2024-10-20 07:03:53,488 - Train: 79.80% [998350/1251000] [798.0/1000.0] [batch_t 0.533 (0.390)] [data_t 0.015] [optim_t 0.518] [lr 0.000319] [CE 4.084 (3.918)] [KD 2.166 (1.991)] +2024-10-20 07:04:16,113 - Train: 79.81% [998400/1251000] [798.1/1000.0] [batch_t 0.478 (0.452)] [data_t 0.015] [optim_t 0.462] [lr 0.000319] [CE 3.595 (3.798)] [KD 1.793 (1.931)] +2024-10-20 07:04:37,363 - Train: 79.81% [998450/1251000] [798.1/1000.0] [batch_t 0.571 (0.425)] [data_t 0.015] [optim_t 0.555] [lr 0.000319] [CE 4.050 (3.891)] [KD 2.039 (1.972)] +2024-10-20 07:04:58,503 - Train: 79.82% [998500/1251000] [798.2/1000.0] [batch_t 0.475 (0.423)] [data_t 0.015] [optim_t 0.460] [lr 0.000319] [CE 3.961 (3.825)] [KD 2.119 (1.929)] +2024-10-20 07:05:19,887 - Train: 79.82% [998550/1251000] [798.2/1000.0] [batch_t 0.405 (0.428)] [data_t 0.015] [optim_t 0.390] [lr 0.000319] [CE 4.001 (3.884)] [KD 2.022 (1.961)] +2024-10-20 07:05:41,856 - Train: 79.82% [998600/1251000] [798.2/1000.0] [batch_t 0.405 (0.439)] [data_t 0.015] [optim_t 0.389] [lr 0.000318] [CE 3.556 (3.817)] [KD 1.788 (1.931)] +2024-10-20 07:06:04,322 - Train: 79.83% [998650/1251000] [798.3/1000.0] [batch_t 0.474 (0.449)] [data_t 0.016] [optim_t 0.458] [lr 0.000318] [CE 3.734 (3.793)] [KD 1.713 (1.911)] +2024-10-20 07:06:26,656 - Train: 79.83% [998700/1251000] [798.3/1000.0] [batch_t 0.449 (0.447)] [data_t 0.016] [optim_t 0.433] [lr 0.000318] [CE 3.666 (3.884)] [KD 1.792 (1.969)] +2024-10-20 07:06:48,900 - Train: 79.84% [998750/1251000] [798.4/1000.0] [batch_t 0.490 (0.445)] [data_t 0.015] [optim_t 0.474] [lr 0.000318] [CE 4.130 (3.890)] [KD 1.957 (1.972)] +2024-10-20 07:07:10,316 - Train: 79.84% [998800/1251000] [798.4/1000.0] [batch_t 0.385 (0.428)] [data_t 0.015] [optim_t 0.370] [lr 0.000318] [CE 3.796 (3.869)] [KD 1.894 (1.961)] +2024-10-20 07:07:31,219 - Train: 79.84% [998850/1251000] [798.4/1000.0] [batch_t 0.452 (0.418)] [data_t 0.015] [optim_t 0.436] [lr 0.000318] [CE 4.262 (3.862)] [KD 2.165 (1.967)] +2024-10-20 07:07:52,281 - Train: 79.85% [998900/1251000] [798.5/1000.0] [batch_t 0.395 (0.421)] [data_t 0.015] [optim_t 0.380] [lr 0.000318] [CE 3.601 (3.790)] [KD 1.715 (1.911)] +2024-10-20 07:08:13,094 - Train: 79.85% [998950/1251000] [798.5/1000.0] [batch_t 0.429 (0.416)] [data_t 0.015] [optim_t 0.413] [lr 0.000318] [CE 3.323 (3.908)] [KD 1.740 (1.982)] +2024-10-20 07:08:34,082 - Train: 79.86% [999000/1251000] [798.6/1000.0] [batch_t 0.426 (0.420)] [data_t 0.015] [optim_t 0.411] [lr 0.000318] [CE 3.776 (3.780)] [KD 1.910 (1.914)] +2024-10-20 07:08:55,686 - Train: 79.86% [999050/1251000] [798.6/1000.0] [batch_t 0.496 (0.432)] [data_t 0.015] [optim_t 0.481] [lr 0.000317] [CE 3.589 (3.911)] [KD 1.743 (1.983)] +2024-10-20 07:09:16,877 - Train: 79.86% [999100/1251000] [798.6/1000.0] [batch_t 0.494 (0.424)] [data_t 0.016] [optim_t 0.479] [lr 0.000317] [CE 4.138 (3.829)] [KD 2.085 (1.937)] +2024-10-20 07:09:38,641 - Train: 79.87% [999150/1251000] [798.7/1000.0] [batch_t 0.477 (0.435)] [data_t 0.015] [optim_t 0.462] [lr 0.000317] [CE 3.486 (3.825)] [KD 1.750 (1.942)] +2024-10-20 07:09:59,892 - Train: 79.87% [999200/1251000] [798.7/1000.0] [batch_t 0.436 (0.425)] [data_t 0.015] [optim_t 0.420] [lr 0.000317] [CE 3.054 (3.893)] [KD 1.495 (1.937)] +2024-10-20 07:10:21,271 - Train: 79.88% [999250/1251000] [798.8/1000.0] [batch_t 0.404 (0.427)] [data_t 0.015] [optim_t 0.389] [lr 0.000317] [CE 4.020 (3.853)] [KD 1.975 (1.953)] +2024-10-20 07:10:42,702 - Train: 79.88% [999300/1251000] [798.8/1000.0] [batch_t 0.404 (0.428)] [data_t 0.016] [optim_t 0.389] [lr 0.000317] [CE 3.702 (3.852)] [KD 1.806 (1.951)] +2024-10-20 07:11:04,756 - Train: 79.88% [999350/1251000] [798.8/1000.0] [batch_t 0.428 (0.441)] [data_t 0.015] [optim_t 0.413] [lr 0.000317] [CE 3.569 (3.805)] [KD 1.725 (1.916)] +2024-10-20 07:11:25,967 - Train: 79.89% [999400/1251000] [798.9/1000.0] [batch_t 0.404 (0.424)] [data_t 0.016] [optim_t 0.389] [lr 0.000317] [CE 4.127 (3.853)] [KD 2.088 (1.946)] +2024-10-20 07:11:47,357 - Train: 79.89% [999450/1251000] [798.9/1000.0] [batch_t 0.431 (0.428)] [data_t 0.015] [optim_t 0.416] [lr 0.000317] [CE 3.771 (3.869)] [KD 1.900 (1.946)] +2024-10-20 07:12:08,602 - Train: 79.90% [999500/1251000] [799.0/1000.0] [batch_t 0.402 (0.425)] [data_t 0.015] [optim_t 0.386] [lr 0.000316] [CE 3.675 (3.878)] [KD 1.839 (1.970)] +2024-10-20 07:12:50,712 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40767] [top5_cnt 47934] [top_all 50000] +2024-10-20 07:12:50,713 - net: 81.534 (95.868) +2024-10-20 07:13:12,029 - Test (net_E): 100.00% [50/50] [batch_t 0.149 (0.420)] [top1_cnt 41495] [top5_cnt 48162] [top_all 50000] +2024-10-20 07:13:12,029 - net_E: 82.990 (96.324) +2024-10-20 07:13:12,173 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 07:13:12,173 - ==> Total time: 5 days, 7:31:20 Eta: 1 day, 8:04:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 07:13:19,140 - Train: 79.90% [999550/1251000] [799.0/1000.0] [batch_t 5.358 (5.358)] [data_t 5.004] [optim_t 0.354] [lr 0.000316] [CE 4.079 (4.079)] [KD 2.060 (2.060)] +2024-10-20 07:13:38,965 - Train: 79.90% [999600/1251000] [799.0/1000.0] [batch_t 0.515 (0.396)] [data_t 0.165] [optim_t 0.350] [lr 0.000316] [CE 3.746 (3.867)] [KD 1.889 (1.937)] +2024-10-20 07:14:01,177 - Train: 79.91% [999650/1251000] [799.1/1000.0] [batch_t 0.415 (0.444)] [data_t 0.068] [optim_t 0.347] [lr 0.000316] [CE 4.234 (3.801)] [KD 2.140 (1.929)] +2024-10-20 07:14:22,419 - Train: 79.91% [999700/1251000] [799.1/1000.0] [batch_t 0.470 (0.425)] [data_t 0.124] [optim_t 0.346] [lr 0.000316] [CE 3.706 (3.866)] [KD 1.865 (1.972)] +2024-10-20 07:14:44,203 - Train: 79.92% [999750/1251000] [799.2/1000.0] [batch_t 0.376 (0.436)] [data_t 0.029] [optim_t 0.348] [lr 0.000316] [CE 4.289 (3.868)] [KD 2.188 (1.968)] +2024-10-20 07:15:05,987 - Train: 79.92% [999800/1251000] [799.2/1000.0] [batch_t 0.420 (0.436)] [data_t 0.077] [optim_t 0.344] [lr 0.000316] [CE 3.547 (3.816)] [KD 1.766 (1.944)] +2024-10-20 07:15:28,100 - Train: 79.92% [999850/1251000] [799.2/1000.0] [batch_t 0.358 (0.442)] [data_t 0.016] [optim_t 0.342] [lr 0.000316] [CE 4.144 (3.817)] [KD 2.091 (1.927)] +2024-10-20 07:15:50,058 - Train: 79.93% [999900/1251000] [799.3/1000.0] [batch_t 0.508 (0.439)] [data_t 0.165] [optim_t 0.342] [lr 0.000316] [CE 3.840 (3.805)] [KD 1.896 (1.902)] +2024-10-20 07:16:11,474 - Train: 79.93% [999950/1251000] [799.3/1000.0] [batch_t 0.429 (0.428)] [data_t 0.085] [optim_t 0.344] [lr 0.000315] [CE 3.722 (3.918)] [KD 1.940 (1.982)] +2024-10-20 07:16:32,321 - Train: 79.94% [1000000/1251000] [799.4/1000.0] [batch_t 0.402 (0.417)] [data_t 0.057] [optim_t 0.345] [lr 0.000315] [CE 3.661 (3.905)] [KD 1.996 (1.955)] +2024-10-20 07:16:53,484 - Train: 79.94% [1000050/1251000] [799.4/1000.0] [batch_t 0.558 (0.423)] [data_t 0.055] [optim_t 0.503] [lr 0.000315] [CE 4.052 (3.943)] [KD 2.064 (1.987)] +2024-10-20 07:17:14,518 - Train: 79.94% [1000100/1251000] [799.4/1000.0] [batch_t 0.445 (0.421)] [data_t 0.101] [optim_t 0.344] [lr 0.000315] [CE 3.657 (3.838)] [KD 1.847 (1.927)] +2024-10-20 07:17:35,935 - Train: 79.95% [1000150/1251000] [799.5/1000.0] [batch_t 0.504 (0.428)] [data_t 0.157] [optim_t 0.347] [lr 0.000315] [CE 3.855 (3.841)] [KD 2.077 (1.952)] +2024-10-20 07:17:57,207 - Train: 79.95% [1000200/1251000] [799.5/1000.0] [batch_t 0.435 (0.425)] [data_t 0.090] [optim_t 0.345] [lr 0.000315] [CE 4.243 (3.920)] [KD 2.219 (1.985)] +2024-10-20 07:18:18,249 - Train: 79.96% [1000250/1251000] [799.6/1000.0] [batch_t 0.485 (0.421)] [data_t 0.139] [optim_t 0.345] [lr 0.000315] [CE 3.998 (3.834)] [KD 2.020 (1.945)] +2024-10-20 07:18:39,002 - Train: 79.96% [1000300/1251000] [799.6/1000.0] [batch_t 0.434 (0.415)] [data_t 0.086] [optim_t 0.348] [lr 0.000315] [CE 4.010 (3.887)] [KD 2.080 (1.972)] +2024-10-20 07:18:59,896 - Train: 79.96% [1000350/1251000] [799.6/1000.0] [batch_t 0.435 (0.418)] [data_t 0.090] [optim_t 0.345] [lr 0.000315] [CE 4.043 (3.855)] [KD 2.049 (1.935)] +2024-10-20 07:19:20,502 - Train: 79.97% [1000400/1251000] [799.7/1000.0] [batch_t 0.426 (0.412)] [data_t 0.080] [optim_t 0.346] [lr 0.000314] [CE 4.496 (3.820)] [KD 2.356 (1.927)] +2024-10-20 07:19:41,986 - Train: 79.97% [1000450/1251000] [799.7/1000.0] [batch_t 0.482 (0.430)] [data_t 0.134] [optim_t 0.347] [lr 0.000314] [CE 3.361 (3.759)] [KD 1.673 (1.910)] +2024-10-20 07:20:02,836 - Train: 79.98% [1000500/1251000] [799.8/1000.0] [batch_t 0.448 (0.417)] [data_t 0.105] [optim_t 0.343] [lr 0.000314] [CE 3.788 (3.880)] [KD 1.808 (1.963)] +2024-10-20 07:20:23,831 - Train: 79.98% [1000550/1251000] [799.8/1000.0] [batch_t 0.387 (0.420)] [data_t 0.037] [optim_t 0.350] [lr 0.000314] [CE 3.800 (3.880)] [KD 1.958 (1.954)] +2024-10-20 07:20:45,585 - Train: 79.98% [1000600/1251000] [799.8/1000.0] [batch_t 0.507 (0.435)] [data_t 0.163] [optim_t 0.344] [lr 0.000314] [CE 3.567 (3.826)] [KD 1.759 (1.943)] +2024-10-20 07:21:07,269 - Train: 79.99% [1000650/1251000] [799.9/1000.0] [batch_t 0.503 (0.434)] [data_t 0.015] [optim_t 0.488] [lr 0.000314] [CE 4.122 (3.868)] [KD 2.009 (1.967)] +2024-10-20 07:21:27,926 - Train: 79.99% [1000700/1251000] [799.9/1000.0] [batch_t 0.358 (0.413)] [data_t 0.015] [optim_t 0.343] [lr 0.000314] [CE 4.037 (3.875)] [KD 1.960 (1.956)] +2024-10-20 07:21:48,694 - Train: 80.00% [1000750/1251000] [800.0/1000.0] [batch_t 0.456 (0.415)] [data_t 0.112] [optim_t 0.344] [lr 0.000314] [CE 4.084 (3.897)] [KD 2.179 (1.992)] +2024-10-20 07:22:09,469 - Train: 80.00% [1000800/1251000] [800.0/1000.0] [batch_t 0.360 (0.415)] [data_t 0.015] [optim_t 0.345] [lr 0.000314] [CE 3.559 (3.857)] [KD 1.950 (1.943)] +2024-10-20 07:22:30,584 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 40788] [top5_cnt 47924] [top_all 50000] +2024-10-20 07:22:30,584 - net: 81.576 (95.848) +2024-10-20 07:22:52,187 - Test (net_E): 100.00% [50/50] [batch_t 0.141 (0.424)] [top1_cnt 41479] [top5_cnt 48175] [top_all 50000] +2024-10-20 07:22:52,188 - net_E: 82.958 (96.350) +2024-10-20 07:22:52,355 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 07:22:52,355 - ==> Total time: 5 days, 7:41:00 Eta: 1 day, 7:55:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 07:23:18,845 - Train: 80.00% [1000850/1251000] [800.0/1000.0] [batch_t 0.466 (0.500)] [data_t 0.015] [optim_t 0.451] [lr 0.000314] [CE 4.307 (3.887)] [KD 2.120 (1.960)] +2024-10-20 07:23:41,147 - Train: 80.01% [1000900/1251000] [800.1/1000.0] [batch_t 0.453 (0.446)] [data_t 0.015] [optim_t 0.438] [lr 0.000313] [CE 3.844 (3.833)] [KD 1.920 (1.940)] +2024-10-20 07:24:03,257 - Train: 80.01% [1000950/1251000] [800.1/1000.0] [batch_t 0.361 (0.442)] [data_t 0.016] [optim_t 0.345] [lr 0.000313] [CE 3.663 (3.900)] [KD 2.086 (1.971)] +2024-10-20 07:24:25,494 - Train: 80.02% [1001000/1251000] [800.2/1000.0] [batch_t 0.473 (0.445)] [data_t 0.016] [optim_t 0.457] [lr 0.000313] [CE 3.591 (3.872)] [KD 1.675 (1.959)] +2024-10-20 07:24:46,960 - Train: 80.02% [1001050/1251000] [800.2/1000.0] [batch_t 0.365 (0.429)] [data_t 0.016] [optim_t 0.350] [lr 0.000313] [CE 3.783 (3.855)] [KD 2.057 (1.958)] +2024-10-20 07:25:07,726 - Train: 80.02% [1001100/1251000] [800.2/1000.0] [batch_t 0.386 (0.415)] [data_t 0.015] [optim_t 0.371] [lr 0.000313] [CE 4.130 (3.810)] [KD 2.045 (1.916)] +2024-10-20 07:25:28,179 - Train: 80.03% [1001150/1251000] [800.3/1000.0] [batch_t 0.396 (0.409)] [data_t 0.016] [optim_t 0.381] [lr 0.000313] [CE 3.624 (3.767)] [KD 1.817 (1.893)] +2024-10-20 07:25:49,138 - Train: 80.03% [1001200/1251000] [800.3/1000.0] [batch_t 0.408 (0.419)] [data_t 0.015] [optim_t 0.392] [lr 0.000313] [CE 3.255 (3.795)] [KD 1.801 (1.913)] +2024-10-20 07:26:10,360 - Train: 80.04% [1001250/1251000] [800.4/1000.0] [batch_t 0.456 (0.424)] [data_t 0.015] [optim_t 0.440] [lr 0.000313] [CE 4.268 (3.859)] [KD 2.123 (1.932)] +2024-10-20 07:26:31,234 - Train: 80.04% [1001300/1251000] [800.4/1000.0] [batch_t 0.446 (0.417)] [data_t 0.015] [optim_t 0.430] [lr 0.000313] [CE 3.521 (3.946)] [KD 1.739 (2.004)] +2024-10-20 07:26:52,545 - Train: 80.04% [1001350/1251000] [800.4/1000.0] [batch_t 0.442 (0.426)] [data_t 0.015] [optim_t 0.427] [lr 0.000312] [CE 3.556 (3.789)] [KD 1.757 (1.917)] +2024-10-20 07:27:13,252 - Train: 80.05% [1001400/1251000] [800.5/1000.0] [batch_t 0.371 (0.414)] [data_t 0.015] [optim_t 0.355] [lr 0.000312] [CE 4.086 (3.896)] [KD 2.051 (1.975)] +2024-10-20 07:27:33,903 - Train: 80.05% [1001450/1251000] [800.5/1000.0] [batch_t 0.399 (0.413)] [data_t 0.016] [optim_t 0.383] [lr 0.000312] [CE 3.671 (3.825)] [KD 1.827 (1.959)] +2024-10-20 07:27:55,289 - Train: 80.06% [1001500/1251000] [800.6/1000.0] [batch_t 0.434 (0.428)] [data_t 0.088] [optim_t 0.346] [lr 0.000312] [CE 4.177 (3.846)] [KD 2.129 (1.950)] +2024-10-20 07:28:17,199 - Train: 80.06% [1001550/1251000] [800.6/1000.0] [batch_t 0.907 (0.438)] [data_t 0.560] [optim_t 0.347] [lr 0.000312] [CE 3.304 (3.858)] [KD 1.658 (1.943)] +2024-10-20 07:28:38,151 - Train: 80.06% [1001600/1251000] [800.6/1000.0] [batch_t 0.421 (0.419)] [data_t 0.077] [optim_t 0.343] [lr 0.000312] [CE 3.643 (3.822)] [KD 1.701 (1.925)] +2024-10-20 07:28:59,709 - Train: 80.07% [1001650/1251000] [800.7/1000.0] [batch_t 0.502 (0.431)] [data_t 0.156] [optim_t 0.346] [lr 0.000312] [CE 3.931 (3.890)] [KD 1.981 (1.951)] +2024-10-20 07:29:21,219 - Train: 80.07% [1001700/1251000] [800.7/1000.0] [batch_t 0.386 (0.430)] [data_t 0.043] [optim_t 0.343] [lr 0.000312] [CE 3.442 (3.855)] [KD 1.790 (1.917)] +2024-10-20 07:29:43,534 - Train: 80.08% [1001750/1251000] [800.8/1000.0] [batch_t 0.461 (0.446)] [data_t 0.015] [optim_t 0.446] [lr 0.000312] [CE 3.985 (3.852)] [KD 1.895 (1.964)] +2024-10-20 07:30:05,261 - Train: 80.08% [1001800/1251000] [800.8/1000.0] [batch_t 0.456 (0.434)] [data_t 0.016] [optim_t 0.440] [lr 0.000311] [CE 3.901 (3.959)] [KD 2.026 (1.994)] +2024-10-20 07:30:26,102 - Train: 80.08% [1001850/1251000] [800.8/1000.0] [batch_t 0.440 (0.417)] [data_t 0.016] [optim_t 0.424] [lr 0.000311] [CE 3.832 (3.932)] [KD 1.888 (1.985)] +2024-10-20 07:30:46,905 - Train: 80.09% [1001900/1251000] [800.9/1000.0] [batch_t 0.382 (0.416)] [data_t 0.016] [optim_t 0.366] [lr 0.000311] [CE 3.940 (3.929)] [KD 2.004 (1.985)] +2024-10-20 07:31:08,095 - Train: 80.09% [1001950/1251000] [800.9/1000.0] [batch_t 0.393 (0.424)] [data_t 0.015] [optim_t 0.378] [lr 0.000311] [CE 4.091 (3.889)] [KD 2.003 (1.957)] +2024-10-20 07:31:29,888 - Train: 80.10% [1002000/1251000] [801.0/1000.0] [batch_t 0.400 (0.436)] [data_t 0.015] [optim_t 0.385] [lr 0.000311] [CE 4.259 (3.878)] [KD 2.127 (1.928)] +2024-10-20 07:31:50,847 - Train: 80.10% [1002050/1251000] [801.0/1000.0] [batch_t 0.359 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.000311] [CE 4.139 (3.915)] [KD 2.137 (1.970)] +2024-10-20 07:32:12,970 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.430)] [top1_cnt 40744] [top5_cnt 47908] [top_all 50000] +2024-10-20 07:32:12,971 - net: 81.488 (95.816) +2024-10-20 07:32:34,641 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41503] [top5_cnt 48180] [top_all 50000] +2024-10-20 07:32:34,642 - net_E: 83.006 (96.360) +2024-10-20 07:32:34,810 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 07:32:34,810 - ==> Total time: 5 days, 7:50:43 Eta: 1 day, 7:45:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 07:32:59,820 - Train: 80.10% [1002100/1251000] [801.0/1000.0] [batch_t 0.381 (0.477)] [data_t 0.016] [optim_t 0.366] [lr 0.000311] [CE 4.008 (3.820)] [KD 2.009 (1.928)] +2024-10-20 07:33:21,279 - Train: 80.11% [1002150/1251000] [801.1/1000.0] [batch_t 0.361 (0.429)] [data_t 0.016] [optim_t 0.346] [lr 0.000311] [CE 3.843 (3.891)] [KD 2.067 (1.967)] +2024-10-20 07:33:41,777 - Train: 80.11% [1002200/1251000] [801.1/1000.0] [batch_t 0.455 (0.410)] [data_t 0.015] [optim_t 0.439] [lr 0.000311] [CE 3.843 (3.873)] [KD 2.074 (1.945)] +2024-10-20 07:34:02,603 - Train: 80.12% [1002250/1251000] [801.2/1000.0] [batch_t 0.390 (0.416)] [data_t 0.015] [optim_t 0.375] [lr 0.000310] [CE 3.900 (3.885)] [KD 1.930 (1.933)] +2024-10-20 07:34:24,422 - Train: 80.12% [1002300/1251000] [801.2/1000.0] [batch_t 0.411 (0.436)] [data_t 0.016] [optim_t 0.395] [lr 0.000310] [CE 4.290 (3.850)] [KD 2.079 (1.927)] +2024-10-20 07:34:46,616 - Train: 80.12% [1002350/1251000] [801.2/1000.0] [batch_t 0.478 (0.444)] [data_t 0.016] [optim_t 0.463] [lr 0.000310] [CE 3.680 (3.893)] [KD 1.855 (1.948)] +2024-10-20 07:35:08,470 - Train: 80.13% [1002400/1251000] [801.3/1000.0] [batch_t 0.421 (0.437)] [data_t 0.016] [optim_t 0.405] [lr 0.000310] [CE 4.469 (3.885)] [KD 2.343 (1.991)] +2024-10-20 07:35:29,855 - Train: 80.13% [1002450/1251000] [801.3/1000.0] [batch_t 0.431 (0.428)] [data_t 0.015] [optim_t 0.415] [lr 0.000310] [CE 3.732 (3.870)] [KD 1.950 (1.958)] +2024-10-20 07:35:51,501 - Train: 80.14% [1002500/1251000] [801.4/1000.0] [batch_t 0.564 (0.433)] [data_t 0.016] [optim_t 0.549] [lr 0.000310] [CE 3.829 (3.860)] [KD 2.057 (1.943)] +2024-10-20 07:36:12,987 - Train: 80.14% [1002550/1251000] [801.4/1000.0] [batch_t 0.366 (0.430)] [data_t 0.015] [optim_t 0.350] [lr 0.000310] [CE 4.220 (3.848)] [KD 2.129 (1.957)] +2024-10-20 07:36:34,818 - Train: 80.14% [1002600/1251000] [801.4/1000.0] [batch_t 0.431 (0.437)] [data_t 0.015] [optim_t 0.416] [lr 0.000310] [CE 4.130 (3.890)] [KD 2.010 (1.949)] +2024-10-20 07:36:57,099 - Train: 80.15% [1002650/1251000] [801.5/1000.0] [batch_t 0.465 (0.446)] [data_t 0.015] [optim_t 0.450] [lr 0.000310] [CE 3.904 (3.847)] [KD 2.137 (1.979)] +2024-10-20 07:37:18,643 - Train: 80.15% [1002700/1251000] [801.5/1000.0] [batch_t 0.440 (0.431)] [data_t 0.015] [optim_t 0.425] [lr 0.000309] [CE 4.115 (3.854)] [KD 2.021 (1.963)] +2024-10-20 07:37:40,783 - Train: 80.16% [1002750/1251000] [801.6/1000.0] [batch_t 0.385 (0.443)] [data_t 0.015] [optim_t 0.370] [lr 0.000309] [CE 3.799 (3.881)] [KD 1.733 (1.942)] +2024-10-20 07:38:02,399 - Train: 80.16% [1002800/1251000] [801.6/1000.0] [batch_t 0.414 (0.432)] [data_t 0.016] [optim_t 0.399] [lr 0.000309] [CE 4.100 (3.893)] [KD 1.944 (1.970)] +2024-10-20 07:38:23,071 - Train: 80.16% [1002850/1251000] [801.6/1000.0] [batch_t 0.386 (0.413)] [data_t 0.016] [optim_t 0.370] [lr 0.000309] [CE 3.692 (3.890)] [KD 1.932 (1.983)] +2024-10-20 07:38:44,319 - Train: 80.17% [1002900/1251000] [801.7/1000.0] [batch_t 0.460 (0.425)] [data_t 0.117] [optim_t 0.342] [lr 0.000309] [CE 3.857 (3.825)] [KD 1.973 (1.919)] +2024-10-20 07:39:05,981 - Train: 80.17% [1002950/1251000] [801.7/1000.0] [batch_t 0.399 (0.433)] [data_t 0.052] [optim_t 0.347] [lr 0.000309] [CE 3.926 (3.908)] [KD 1.946 (1.974)] +2024-10-20 07:39:28,028 - Train: 80.18% [1003000/1251000] [801.8/1000.0] [batch_t 0.472 (0.441)] [data_t 0.128] [optim_t 0.344] [lr 0.000309] [CE 4.530 (3.932)] [KD 2.296 (1.979)] +2024-10-20 07:39:49,325 - Train: 80.18% [1003050/1251000] [801.8/1000.0] [batch_t 0.397 (0.426)] [data_t 0.050] [optim_t 0.348] [lr 0.000309] [CE 4.032 (3.896)] [KD 1.934 (1.964)] +2024-10-20 07:40:10,384 - Train: 80.18% [1003100/1251000] [801.8/1000.0] [batch_t 0.363 (0.421)] [data_t 0.015] [optim_t 0.347] [lr 0.000309] [CE 4.083 (3.835)] [KD 2.167 (1.933)] +2024-10-20 07:40:31,812 - Train: 80.19% [1003150/1251000] [801.9/1000.0] [batch_t 0.424 (0.428)] [data_t 0.075] [optim_t 0.349] [lr 0.000308] [CE 3.657 (3.790)] [KD 1.877 (1.903)] +2024-10-20 07:40:52,968 - Train: 80.19% [1003200/1251000] [801.9/1000.0] [batch_t 0.453 (0.423)] [data_t 0.108] [optim_t 0.345] [lr 0.000308] [CE 3.925 (3.860)] [KD 2.069 (1.953)] +2024-10-20 07:41:14,046 - Train: 80.20% [1003250/1251000] [802.0/1000.0] [batch_t 0.456 (0.421)] [data_t 0.015] [optim_t 0.441] [lr 0.000308] [CE 3.928 (3.910)] [KD 2.185 (1.986)] +2024-10-20 07:41:35,386 - Train: 80.20% [1003300/1251000] [802.0/1000.0] [batch_t 0.357 (0.427)] [data_t 0.015] [optim_t 0.342] [lr 0.000308] [CE 3.727 (3.887)] [KD 1.937 (1.971)] +2024-10-20 07:41:57,697 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.427)] [top1_cnt 40763] [top5_cnt 47867] [top_all 50000] +2024-10-20 07:41:57,698 - net: 81.526 (95.734) +2024-10-20 07:42:20,364 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.445)] [top1_cnt 41487] [top5_cnt 48173] [top_all 50000] +2024-10-20 07:42:20,364 - net_E: 82.974 (96.346) +2024-10-20 07:42:20,550 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 07:42:20,551 - ==> Total time: 5 days, 8:00:29 Eta: 1 day, 7:36:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 07:42:45,884 - Train: 80.20% [1003350/1251000] [802.0/1000.0] [batch_t 0.360 (0.498)] [data_t 0.015] [optim_t 0.344] [lr 0.000308] [CE 4.067 (3.793)] [KD 2.053 (1.911)] +2024-10-20 07:43:08,075 - Train: 80.21% [1003400/1251000] [802.1/1000.0] [batch_t 0.533 (0.444)] [data_t 0.015] [optim_t 0.517] [lr 0.000308] [CE 4.214 (3.779)] [KD 2.138 (1.887)] +2024-10-20 07:43:29,993 - Train: 80.21% [1003450/1251000] [802.1/1000.0] [batch_t 0.411 (0.438)] [data_t 0.015] [optim_t 0.395] [lr 0.000308] [CE 4.271 (3.772)] [KD 2.049 (1.884)] +2024-10-20 07:43:52,078 - Train: 80.22% [1003500/1251000] [802.2/1000.0] [batch_t 0.519 (0.442)] [data_t 0.016] [optim_t 0.504] [lr 0.000308] [CE 3.808 (3.827)] [KD 2.000 (1.934)] +2024-10-20 07:44:14,182 - Train: 80.22% [1003550/1251000] [802.2/1000.0] [batch_t 0.458 (0.442)] [data_t 0.015] [optim_t 0.443] [lr 0.000308] [CE 4.247 (3.923)] [KD 2.221 (1.978)] +2024-10-20 07:44:36,120 - Train: 80.22% [1003600/1251000] [802.2/1000.0] [batch_t 0.364 (0.439)] [data_t 0.015] [optim_t 0.348] [lr 0.000308] [CE 3.741 (3.835)] [KD 1.783 (1.935)] +2024-10-20 07:44:57,720 - Train: 80.23% [1003650/1251000] [802.3/1000.0] [batch_t 0.480 (0.432)] [data_t 0.015] [optim_t 0.465] [lr 0.000307] [CE 3.949 (3.894)] [KD 1.972 (1.967)] +2024-10-20 07:45:19,255 - Train: 80.23% [1003700/1251000] [802.3/1000.0] [batch_t 0.408 (0.431)] [data_t 0.015] [optim_t 0.392] [lr 0.000307] [CE 4.074 (3.777)] [KD 2.026 (1.903)] +2024-10-20 07:45:40,456 - Train: 80.24% [1003750/1251000] [802.4/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.000307] [CE 4.340 (3.878)] [KD 2.219 (1.944)] +2024-10-20 07:46:03,123 - Train: 80.24% [1003800/1251000] [802.4/1000.0] [batch_t 0.430 (0.453)] [data_t 0.015] [optim_t 0.414] [lr 0.000307] [CE 3.630 (3.786)] [KD 1.801 (1.907)] +2024-10-20 07:46:25,373 - Train: 80.24% [1003850/1251000] [802.4/1000.0] [batch_t 0.452 (0.445)] [data_t 0.015] [optim_t 0.437] [lr 0.000307] [CE 3.998 (3.844)] [KD 1.958 (1.930)] +2024-10-20 07:46:47,233 - Train: 80.25% [1003900/1251000] [802.5/1000.0] [batch_t 0.415 (0.437)] [data_t 0.016] [optim_t 0.400] [lr 0.000307] [CE 3.967 (3.815)] [KD 2.061 (1.907)] +2024-10-20 07:47:08,901 - Train: 80.25% [1003950/1251000] [802.5/1000.0] [batch_t 0.383 (0.433)] [data_t 0.015] [optim_t 0.367] [lr 0.000307] [CE 3.948 (3.795)] [KD 1.957 (1.937)] +2024-10-20 07:47:30,962 - Train: 80.26% [1004000/1251000] [802.6/1000.0] [batch_t 0.517 (0.441)] [data_t 0.015] [optim_t 0.502] [lr 0.000307] [CE 3.898 (3.845)] [KD 1.924 (1.945)] +2024-10-20 07:47:52,524 - Train: 80.26% [1004050/1251000] [802.6/1000.0] [batch_t 0.435 (0.431)] [data_t 0.016] [optim_t 0.419] [lr 0.000307] [CE 3.766 (3.908)] [KD 1.920 (1.981)] +2024-10-20 07:48:14,094 - Train: 80.26% [1004100/1251000] [802.6/1000.0] [batch_t 0.480 (0.431)] [data_t 0.016] [optim_t 0.465] [lr 0.000306] [CE 4.140 (3.868)] [KD 1.964 (1.965)] +2024-10-20 07:48:36,680 - Train: 80.27% [1004150/1251000] [802.7/1000.0] [batch_t 0.361 (0.452)] [data_t 0.016] [optim_t 0.345] [lr 0.000306] [CE 3.914 (3.891)] [KD 2.001 (1.948)] +2024-10-20 07:48:58,510 - Train: 80.27% [1004200/1251000] [802.7/1000.0] [batch_t 0.442 (0.436)] [data_t 0.015] [optim_t 0.427] [lr 0.000306] [CE 4.097 (3.849)] [KD 2.135 (1.951)] +2024-10-20 07:49:20,036 - Train: 80.28% [1004250/1251000] [802.8/1000.0] [batch_t 0.492 (0.430)] [data_t 0.016] [optim_t 0.476] [lr 0.000306] [CE 4.439 (3.861)] [KD 2.119 (1.937)] +2024-10-20 07:49:42,244 - Train: 80.28% [1004300/1251000] [802.8/1000.0] [batch_t 0.404 (0.444)] [data_t 0.015] [optim_t 0.389] [lr 0.000306] [CE 4.091 (3.805)] [KD 2.192 (1.920)] +2024-10-20 07:50:04,440 - Train: 80.28% [1004350/1251000] [802.8/1000.0] [batch_t 0.511 (0.444)] [data_t 0.015] [optim_t 0.496] [lr 0.000306] [CE 3.857 (3.859)] [KD 1.897 (1.957)] +2024-10-20 07:50:26,650 - Train: 80.29% [1004400/1251000] [802.9/1000.0] [batch_t 0.376 (0.444)] [data_t 0.016] [optim_t 0.361] [lr 0.000306] [CE 3.935 (3.835)] [KD 2.060 (1.936)] +2024-10-20 07:50:48,424 - Train: 80.29% [1004450/1251000] [802.9/1000.0] [batch_t 0.536 (0.435)] [data_t 0.015] [optim_t 0.521] [lr 0.000306] [CE 3.430 (3.830)] [KD 1.788 (1.936)] +2024-10-20 07:51:10,846 - Train: 80.30% [1004500/1251000] [803.0/1000.0] [batch_t 0.565 (0.448)] [data_t 0.016] [optim_t 0.550] [lr 0.000306] [CE 4.154 (3.857)] [KD 2.132 (1.946)] +2024-10-20 07:51:31,986 - Train: 80.30% [1004550/1251000] [803.0/1000.0] [batch_t 0.362 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.000305] [CE 3.298 (3.873)] [KD 1.533 (1.938)] +2024-10-20 07:51:54,308 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.420)] [top1_cnt 40774] [top5_cnt 47936] [top_all 50000] +2024-10-20 07:51:54,308 - net: 81.548 (95.872) +2024-10-20 07:52:15,720 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 41458] [top5_cnt 48169] [top_all 50000] +2024-10-20 07:52:15,720 - net_E: 82.916 (96.338) +2024-10-20 07:52:15,873 - Max [top1: 81.684 (epoch: 792)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 07:52:15,873 - ==> Total time: 5 days, 8:10:24 Eta: 1 day, 7:26:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 07:52:40,515 - Train: 80.30% [1004600/1251000] [803.0/1000.0] [batch_t 0.365 (0.489)] [data_t 0.016] [optim_t 0.349] [lr 0.000305] [CE 4.259 (3.810)] [KD 2.041 (1.917)] +2024-10-20 07:53:02,660 - Train: 80.31% [1004650/1251000] [803.1/1000.0] [batch_t 0.433 (0.443)] [data_t 0.015] [optim_t 0.418] [lr 0.000305] [CE 4.162 (3.769)] [KD 2.039 (1.893)] +2024-10-20 07:53:24,506 - Train: 80.31% [1004700/1251000] [803.1/1000.0] [batch_t 0.487 (0.437)] [data_t 0.016] [optim_t 0.472] [lr 0.000305] [CE 3.615 (3.882)] [KD 1.612 (1.938)] +2024-10-20 07:53:45,901 - Train: 80.32% [1004750/1251000] [803.2/1000.0] [batch_t 0.361 (0.428)] [data_t 0.016] [optim_t 0.345] [lr 0.000305] [CE 4.030 (3.845)] [KD 2.023 (1.930)] +2024-10-20 07:54:07,446 - Train: 80.32% [1004800/1251000] [803.2/1000.0] [batch_t 0.424 (0.431)] [data_t 0.015] [optim_t 0.408] [lr 0.000305] [CE 3.939 (3.918)] [KD 2.005 (1.967)] +2024-10-20 07:54:29,235 - Train: 80.32% [1004850/1251000] [803.2/1000.0] [batch_t 0.375 (0.436)] [data_t 0.015] [optim_t 0.359] [lr 0.000305] [CE 4.039 (3.933)] [KD 2.088 (1.971)] +2024-10-20 07:54:51,194 - Train: 80.33% [1004900/1251000] [803.3/1000.0] [batch_t 0.433 (0.439)] [data_t 0.015] [optim_t 0.417] [lr 0.000305] [CE 4.354 (3.844)] [KD 2.334 (1.928)] +2024-10-20 07:55:12,872 - Train: 80.33% [1004950/1251000] [803.3/1000.0] [batch_t 0.447 (0.433)] [data_t 0.016] [optim_t 0.431] [lr 0.000305] [CE 2.930 (3.814)] [KD 1.524 (1.920)] +2024-10-20 07:55:34,837 - Train: 80.34% [1005000/1251000] [803.4/1000.0] [batch_t 0.454 (0.439)] [data_t 0.015] [optim_t 0.439] [lr 0.000304] [CE 3.737 (3.785)] [KD 1.852 (1.903)] +2024-10-20 07:55:56,433 - Train: 80.34% [1005050/1251000] [803.4/1000.0] [batch_t 0.400 (0.432)] [data_t 0.016] [optim_t 0.384] [lr 0.000304] [CE 3.792 (3.809)] [KD 1.878 (1.902)] +2024-10-20 07:56:18,426 - Train: 80.34% [1005100/1251000] [803.4/1000.0] [batch_t 0.367 (0.440)] [data_t 0.016] [optim_t 0.352] [lr 0.000304] [CE 4.141 (3.838)] [KD 2.206 (1.927)] +2024-10-20 07:56:40,247 - Train: 80.35% [1005150/1251000] [803.5/1000.0] [batch_t 0.427 (0.436)] [data_t 0.016] [optim_t 0.412] [lr 0.000304] [CE 4.071 (3.869)] [KD 2.062 (1.961)] +2024-10-20 07:57:02,252 - Train: 80.35% [1005200/1251000] [803.5/1000.0] [batch_t 0.361 (0.440)] [data_t 0.016] [optim_t 0.345] [lr 0.000304] [CE 4.276 (3.857)] [KD 2.027 (1.943)] +2024-10-20 07:57:24,105 - Train: 80.36% [1005250/1251000] [803.6/1000.0] [batch_t 0.492 (0.437)] [data_t 0.015] [optim_t 0.476] [lr 0.000304] [CE 4.343 (3.798)] [KD 2.103 (1.917)] +2024-10-20 07:57:45,470 - Train: 80.36% [1005300/1251000] [803.6/1000.0] [batch_t 0.400 (0.427)] [data_t 0.016] [optim_t 0.384] [lr 0.000304] [CE 3.563 (3.834)] [KD 1.802 (1.934)] +2024-10-20 07:58:06,805 - Train: 80.36% [1005350/1251000] [803.6/1000.0] [batch_t 0.417 (0.427)] [data_t 0.015] [optim_t 0.401] [lr 0.000304] [CE 3.444 (3.805)] [KD 1.769 (1.888)] +2024-10-20 07:58:28,376 - Train: 80.37% [1005400/1251000] [803.7/1000.0] [batch_t 0.440 (0.431)] [data_t 0.015] [optim_t 0.424] [lr 0.000304] [CE 3.963 (3.820)] [KD 2.024 (1.922)] +2024-10-20 07:58:49,904 - Train: 80.37% [1005450/1251000] [803.7/1000.0] [batch_t 0.454 (0.430)] [data_t 0.016] [optim_t 0.438] [lr 0.000304] [CE 4.043 (3.806)] [KD 1.977 (1.902)] +2024-10-20 07:59:11,267 - Train: 80.38% [1005500/1251000] [803.8/1000.0] [batch_t 0.399 (0.427)] [data_t 0.015] [optim_t 0.384] [lr 0.000303] [CE 3.559 (3.884)] [KD 1.629 (1.936)] +2024-10-20 07:59:32,765 - Train: 80.38% [1005550/1251000] [803.8/1000.0] [batch_t 0.429 (0.430)] [data_t 0.015] [optim_t 0.413] [lr 0.000303] [CE 3.510 (3.876)] [KD 1.682 (1.947)] +2024-10-20 07:59:54,328 - Train: 80.38% [1005600/1251000] [803.8/1000.0] [batch_t 0.410 (0.431)] [data_t 0.016] [optim_t 0.395] [lr 0.000303] [CE 3.703 (3.753)] [KD 2.038 (1.920)] +2024-10-20 08:00:15,814 - Train: 80.39% [1005650/1251000] [803.9/1000.0] [batch_t 0.423 (0.430)] [data_t 0.015] [optim_t 0.407] [lr 0.000303] [CE 3.704 (3.850)] [KD 1.792 (1.923)] +2024-10-20 08:00:37,636 - Train: 80.39% [1005700/1251000] [803.9/1000.0] [batch_t 0.462 (0.436)] [data_t 0.015] [optim_t 0.446] [lr 0.000303] [CE 3.948 (3.850)] [KD 2.024 (1.941)] +2024-10-20 08:00:59,267 - Train: 80.40% [1005750/1251000] [804.0/1000.0] [batch_t 0.453 (0.433)] [data_t 0.015] [optim_t 0.438] [lr 0.000303] [CE 3.580 (3.814)] [KD 1.801 (1.936)] +2024-10-20 08:01:20,388 - Train: 80.40% [1005800/1251000] [804.0/1000.0] [batch_t 0.368 (0.422)] [data_t 0.015] [optim_t 0.353] [lr 0.000303] [CE 3.567 (3.869)] [KD 1.650 (1.943)] +2024-10-20 08:01:42,778 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.414)] [top1_cnt 40888] [top5_cnt 47939] [top_all 50000] +2024-10-20 08:01:42,779 - net: 81.776 (95.878) +2024-10-20 08:02:03,866 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 41436] [top5_cnt 48178] [top_all 50000] +2024-10-20 08:02:03,867 - net_E: 82.872 (96.356) +2024-10-20 08:02:04,031 - Max [top1: 81.776 (epoch: 804)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 08:02:04,032 - ==> Total time: 5 days, 8:20:12 Eta: 1 day, 7:17:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 08:02:30,224 - Train: 80.40% [1005850/1251000] [804.0/1000.0] [batch_t 0.423 (0.409)] [data_t 0.016] [optim_t 0.408] [lr 0.000303] [CE 3.309 (3.878)] [KD 1.796 (1.928)] +2024-10-20 08:02:51,084 - Train: 80.41% [1005900/1251000] [804.1/1000.0] [batch_t 0.471 (0.417)] [data_t 0.016] [optim_t 0.455] [lr 0.000303] [CE 3.620 (3.806)] [KD 1.882 (1.922)] +2024-10-20 08:03:12,768 - Train: 80.41% [1005950/1251000] [804.1/1000.0] [batch_t 0.430 (0.434)] [data_t 0.015] [optim_t 0.415] [lr 0.000302] [CE 4.008 (3.848)] [KD 1.975 (1.947)] +2024-10-20 08:03:34,501 - Train: 80.42% [1006000/1251000] [804.2/1000.0] [batch_t 0.472 (0.435)] [data_t 0.015] [optim_t 0.457] [lr 0.000302] [CE 4.143 (3.915)] [KD 2.077 (1.964)] +2024-10-20 08:03:55,960 - Train: 80.42% [1006050/1251000] [804.2/1000.0] [batch_t 0.459 (0.429)] [data_t 0.016] [optim_t 0.444] [lr 0.000302] [CE 4.067 (3.803)] [KD 1.994 (1.903)] +2024-10-20 08:04:17,567 - Train: 80.42% [1006100/1251000] [804.2/1000.0] [batch_t 0.426 (0.432)] [data_t 0.016] [optim_t 0.410] [lr 0.000302] [CE 4.078 (3.895)] [KD 2.053 (1.962)] +2024-10-20 08:04:38,885 - Train: 80.43% [1006150/1251000] [804.3/1000.0] [batch_t 0.426 (0.426)] [data_t 0.015] [optim_t 0.411] [lr 0.000302] [CE 4.001 (3.851)] [KD 2.001 (1.959)] +2024-10-20 08:05:00,428 - Train: 80.43% [1006200/1251000] [804.3/1000.0] [batch_t 0.492 (0.431)] [data_t 0.015] [optim_t 0.476] [lr 0.000302] [CE 3.806 (3.811)] [KD 1.984 (1.916)] +2024-10-20 08:05:21,907 - Train: 80.44% [1006250/1251000] [804.4/1000.0] [batch_t 0.479 (0.429)] [data_t 0.016] [optim_t 0.464] [lr 0.000302] [CE 4.130 (3.898)] [KD 2.000 (1.956)] +2024-10-20 08:05:43,167 - Train: 80.44% [1006300/1251000] [804.4/1000.0] [batch_t 0.493 (0.425)] [data_t 0.015] [optim_t 0.477] [lr 0.000302] [CE 3.454 (3.844)] [KD 1.756 (1.925)] +2024-10-20 08:06:04,569 - Train: 80.44% [1006350/1251000] [804.4/1000.0] [batch_t 0.428 (0.428)] [data_t 0.015] [optim_t 0.413] [lr 0.000302] [CE 4.288 (3.907)] [KD 2.088 (1.989)] +2024-10-20 08:06:26,153 - Train: 80.45% [1006400/1251000] [804.5/1000.0] [batch_t 0.388 (0.432)] [data_t 0.016] [optim_t 0.372] [lr 0.000301] [CE 4.149 (3.871)] [KD 2.081 (1.942)] +2024-10-20 08:06:48,000 - Train: 80.45% [1006450/1251000] [804.5/1000.0] [batch_t 0.359 (0.437)] [data_t 0.015] [optim_t 0.343] [lr 0.000301] [CE 4.082 (3.807)] [KD 2.071 (1.921)] +2024-10-20 08:07:09,113 - Train: 80.46% [1006500/1251000] [804.6/1000.0] [batch_t 0.427 (0.422)] [data_t 0.015] [optim_t 0.411] [lr 0.000301] [CE 4.236 (3.765)] [KD 2.103 (1.913)] +2024-10-20 08:07:30,883 - Train: 80.46% [1006550/1251000] [804.6/1000.0] [batch_t 0.376 (0.435)] [data_t 0.015] [optim_t 0.360] [lr 0.000301] [CE 4.004 (3.839)] [KD 2.118 (1.927)] +2024-10-20 08:07:52,136 - Train: 80.46% [1006600/1251000] [804.6/1000.0] [batch_t 0.510 (0.425)] [data_t 0.015] [optim_t 0.495] [lr 0.000301] [CE 3.871 (3.897)] [KD 2.149 (1.963)] +2024-10-20 08:08:13,711 - Train: 80.47% [1006650/1251000] [804.7/1000.0] [batch_t 0.405 (0.431)] [data_t 0.015] [optim_t 0.390] [lr 0.000301] [CE 3.634 (3.810)] [KD 1.865 (1.924)] +2024-10-20 08:08:35,534 - Train: 80.47% [1006700/1251000] [804.7/1000.0] [batch_t 0.368 (0.436)] [data_t 0.015] [optim_t 0.352] [lr 0.000301] [CE 3.747 (3.830)] [KD 1.911 (1.929)] +2024-10-20 08:08:57,398 - Train: 80.48% [1006750/1251000] [804.8/1000.0] [batch_t 0.412 (0.437)] [data_t 0.015] [optim_t 0.396] [lr 0.000301] [CE 4.136 (3.838)] [KD 1.996 (1.947)] +2024-10-20 08:09:19,017 - Train: 80.48% [1006800/1251000] [804.8/1000.0] [batch_t 0.428 (0.432)] [data_t 0.015] [optim_t 0.413] [lr 0.000301] [CE 3.577 (3.867)] [KD 1.761 (1.951)] +2024-10-20 08:09:40,437 - Train: 80.48% [1006850/1251000] [804.8/1000.0] [batch_t 0.411 (0.428)] [data_t 0.016] [optim_t 0.395] [lr 0.000300] [CE 4.184 (3.864)] [KD 1.929 (1.950)] +2024-10-20 08:10:01,969 - Train: 80.49% [1006900/1251000] [804.9/1000.0] [batch_t 0.446 (0.431)] [data_t 0.016] [optim_t 0.431] [lr 0.000300] [CE 3.944 (3.838)] [KD 2.026 (1.939)] +2024-10-20 08:10:23,992 - Train: 80.49% [1006950/1251000] [804.9/1000.0] [batch_t 0.447 (0.440)] [data_t 0.015] [optim_t 0.431] [lr 0.000300] [CE 3.734 (3.793)] [KD 1.920 (1.903)] +2024-10-20 08:10:45,833 - Train: 80.50% [1007000/1251000] [805.0/1000.0] [batch_t 0.401 (0.437)] [data_t 0.016] [optim_t 0.386] [lr 0.000300] [CE 3.393 (3.857)] [KD 1.706 (1.915)] +2024-10-20 08:11:07,292 - Train: 80.50% [1007050/1251000] [805.0/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.000300] [CE 3.492 (3.953)] [KD 1.800 (1.972)] +2024-10-20 08:11:30,865 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 40756] [top5_cnt 47895] [top_all 50000] +2024-10-20 08:11:30,865 - net: 81.512 (95.790) +2024-10-20 08:11:52,057 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 41444] [top5_cnt 48176] [top_all 50000] +2024-10-20 08:11:52,058 - net_E: 82.888 (96.352) +2024-10-20 08:11:52,202 - Max [top1: 81.776 (epoch: 804)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 08:11:52,202 - ==> Total time: 5 days, 8:30:00 Eta: 1 day, 7:07:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 08:12:16,089 - Train: 80.50% [1007100/1251000] [805.0/1000.0] [batch_t 0.441 (0.498)] [data_t 0.015] [optim_t 0.426] [lr 0.000300] [CE 3.678 (3.831)] [KD 1.828 (1.931)] +2024-10-20 08:12:38,220 - Train: 80.51% [1007150/1251000] [805.1/1000.0] [batch_t 0.383 (0.443)] [data_t 0.015] [optim_t 0.367] [lr 0.000300] [CE 3.505 (3.790)] [KD 1.767 (1.910)] +2024-10-20 08:12:59,790 - Train: 80.51% [1007200/1251000] [805.1/1000.0] [batch_t 0.451 (0.431)] [data_t 0.015] [optim_t 0.436] [lr 0.000300] [CE 4.204 (3.923)] [KD 2.213 (1.954)] +2024-10-20 08:13:21,539 - Train: 80.52% [1007250/1251000] [805.2/1000.0] [batch_t 0.394 (0.435)] [data_t 0.015] [optim_t 0.379] [lr 0.000300] [CE 3.594 (3.878)] [KD 1.779 (1.929)] +2024-10-20 08:13:43,042 - Train: 80.52% [1007300/1251000] [805.2/1000.0] [batch_t 0.373 (0.430)] [data_t 0.015] [optim_t 0.358] [lr 0.000300] [CE 3.939 (3.896)] [KD 1.909 (1.975)] +2024-10-20 08:14:05,021 - Train: 80.52% [1007350/1251000] [805.2/1000.0] [batch_t 0.470 (0.439)] [data_t 0.015] [optim_t 0.454] [lr 0.000299] [CE 3.783 (3.882)] [KD 1.903 (1.940)] +2024-10-20 08:14:27,211 - Train: 80.53% [1007400/1251000] [805.3/1000.0] [batch_t 0.419 (0.444)] [data_t 0.073] [optim_t 0.346] [lr 0.000299] [CE 3.858 (3.843)] [KD 2.026 (1.905)] +2024-10-20 08:14:49,632 - Train: 80.53% [1007450/1251000] [805.3/1000.0] [batch_t 0.438 (0.448)] [data_t 0.096] [optim_t 0.341] [lr 0.000299] [CE 4.096 (3.857)] [KD 2.131 (1.924)] +2024-10-20 08:15:11,402 - Train: 80.54% [1007500/1251000] [805.4/1000.0] [batch_t 0.433 (0.435)] [data_t 0.015] [optim_t 0.417] [lr 0.000299] [CE 3.973 (3.865)] [KD 1.985 (1.930)] +2024-10-20 08:15:33,187 - Train: 80.54% [1007550/1251000] [805.4/1000.0] [batch_t 0.452 (0.436)] [data_t 0.015] [optim_t 0.436] [lr 0.000299] [CE 3.678 (3.811)] [KD 1.975 (1.920)] +2024-10-20 08:15:54,347 - Train: 80.54% [1007600/1251000] [805.4/1000.0] [batch_t 0.392 (0.423)] [data_t 0.016] [optim_t 0.376] [lr 0.000299] [CE 3.935 (3.895)] [KD 1.979 (1.941)] +2024-10-20 08:16:15,138 - Train: 80.55% [1007650/1251000] [805.5/1000.0] [batch_t 0.423 (0.416)] [data_t 0.015] [optim_t 0.408] [lr 0.000299] [CE 3.663 (3.850)] [KD 1.745 (1.946)] +2024-10-20 08:16:36,343 - Train: 80.55% [1007700/1251000] [805.5/1000.0] [batch_t 0.375 (0.424)] [data_t 0.015] [optim_t 0.360] [lr 0.000299] [CE 3.868 (3.809)] [KD 1.945 (1.929)] +2024-10-20 08:16:57,299 - Train: 80.56% [1007750/1251000] [805.6/1000.0] [batch_t 0.402 (0.419)] [data_t 0.015] [optim_t 0.387] [lr 0.000299] [CE 3.902 (3.839)] [KD 1.982 (1.940)] +2024-10-20 08:17:18,510 - Train: 80.56% [1007800/1251000] [805.6/1000.0] [batch_t 0.472 (0.424)] [data_t 0.015] [optim_t 0.456] [lr 0.000298] [CE 4.209 (3.847)] [KD 1.986 (1.932)] +2024-10-20 08:17:40,394 - Train: 80.56% [1007850/1251000] [805.6/1000.0] [batch_t 0.379 (0.438)] [data_t 0.016] [optim_t 0.364] [lr 0.000298] [CE 3.874 (3.904)] [KD 1.947 (1.969)] +2024-10-20 08:18:02,201 - Train: 80.57% [1007900/1251000] [805.7/1000.0] [batch_t 0.356 (0.436)] [data_t 0.016] [optim_t 0.340] [lr 0.000298] [CE 4.147 (3.792)] [KD 2.142 (1.918)] +2024-10-20 08:18:23,628 - Train: 80.57% [1007950/1251000] [805.7/1000.0] [batch_t 0.427 (0.428)] [data_t 0.015] [optim_t 0.412] [lr 0.000298] [CE 3.783 (3.779)] [KD 1.923 (1.892)] +2024-10-20 08:18:44,795 - Train: 80.58% [1008000/1251000] [805.8/1000.0] [batch_t 0.459 (0.423)] [data_t 0.015] [optim_t 0.444] [lr 0.000298] [CE 4.084 (3.876)] [KD 2.039 (1.972)] +2024-10-20 08:19:05,733 - Train: 80.58% [1008050/1251000] [805.8/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.000298] [CE 4.508 (3.849)] [KD 2.178 (1.949)] +2024-10-20 08:19:27,604 - Train: 80.58% [1008100/1251000] [805.8/1000.0] [batch_t 0.539 (0.437)] [data_t 0.015] [optim_t 0.523] [lr 0.000298] [CE 4.118 (3.851)] [KD 2.191 (1.924)] +2024-10-20 08:19:49,377 - Train: 80.59% [1008150/1251000] [805.9/1000.0] [batch_t 0.402 (0.435)] [data_t 0.015] [optim_t 0.387] [lr 0.000298] [CE 4.070 (3.840)] [KD 2.010 (1.924)] +2024-10-20 08:20:10,996 - Train: 80.59% [1008200/1251000] [805.9/1000.0] [batch_t 0.496 (0.432)] [data_t 0.015] [optim_t 0.480] [lr 0.000298] [CE 3.363 (3.885)] [KD 1.758 (1.945)] +2024-10-20 08:20:32,600 - Train: 80.60% [1008250/1251000] [806.0/1000.0] [batch_t 0.448 (0.432)] [data_t 0.015] [optim_t 0.433] [lr 0.000297] [CE 4.147 (3.856)] [KD 1.965 (1.936)] +2024-10-20 08:20:53,837 - Train: 80.60% [1008300/1251000] [806.0/1000.0] [batch_t 0.356 (0.425)] [data_t 0.015] [optim_t 0.341] [lr 0.000297] [CE 3.630 (3.842)] [KD 1.685 (1.922)] +2024-10-20 08:21:17,825 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40863] [top5_cnt 47941] [top_all 50000] +2024-10-20 08:21:17,825 - net: 81.726 (95.882) +2024-10-20 08:21:39,945 - Test (net_E): 100.00% [50/50] [batch_t 0.139 (0.436)] [top1_cnt 41451] [top5_cnt 48181] [top_all 50000] +2024-10-20 08:21:39,946 - net_E: 82.902 (96.362) +2024-10-20 08:21:40,087 - Max [top1: 81.776 (epoch: 804)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 08:21:40,088 - ==> Total time: 5 days, 8:39:48 Eta: 1 day, 6:58:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 08:22:03,005 - Train: 80.60% [1008350/1251000] [806.0/1000.0] [batch_t 0.368 (0.492)] [data_t 0.015] [optim_t 0.353] [lr 0.000297] [CE 3.471 (3.836)] [KD 1.699 (1.914)] +2024-10-20 08:22:24,590 - Train: 80.61% [1008400/1251000] [806.1/1000.0] [batch_t 0.468 (0.432)] [data_t 0.015] [optim_t 0.453] [lr 0.000297] [CE 3.808 (3.826)] [KD 1.903 (1.910)] +2024-10-20 08:22:44,961 - Train: 80.61% [1008450/1251000] [806.1/1000.0] [batch_t 0.412 (0.407)] [data_t 0.015] [optim_t 0.397] [lr 0.000297] [CE 3.773 (3.819)] [KD 1.974 (1.920)] +2024-10-20 08:23:06,023 - Train: 80.62% [1008500/1251000] [806.2/1000.0] [batch_t 0.447 (0.421)] [data_t 0.015] [optim_t 0.432] [lr 0.000297] [CE 4.374 (3.864)] [KD 2.267 (1.933)] +2024-10-20 08:23:27,617 - Train: 80.62% [1008550/1251000] [806.2/1000.0] [batch_t 0.398 (0.432)] [data_t 0.016] [optim_t 0.383] [lr 0.000297] [CE 3.711 (3.892)] [KD 1.769 (1.923)] +2024-10-20 08:23:48,979 - Train: 80.62% [1008600/1251000] [806.2/1000.0] [batch_t 0.433 (0.427)] [data_t 0.016] [optim_t 0.416] [lr 0.000297] [CE 3.520 (3.804)] [KD 1.649 (1.911)] +2024-10-20 08:24:10,418 - Train: 80.63% [1008650/1251000] [806.3/1000.0] [batch_t 0.492 (0.429)] [data_t 0.016] [optim_t 0.476] [lr 0.000297] [CE 3.207 (3.889)] [KD 1.634 (1.995)] +2024-10-20 08:24:32,028 - Train: 80.63% [1008700/1251000] [806.3/1000.0] [batch_t 0.369 (0.432)] [data_t 0.016] [optim_t 0.353] [lr 0.000297] [CE 3.930 (3.857)] [KD 1.889 (1.952)] +2024-10-20 08:24:53,687 - Train: 80.64% [1008750/1251000] [806.4/1000.0] [batch_t 0.366 (0.433)] [data_t 0.016] [optim_t 0.350] [lr 0.000296] [CE 4.162 (3.825)] [KD 1.999 (1.932)] +2024-10-20 08:25:15,278 - Train: 80.64% [1008800/1251000] [806.4/1000.0] [batch_t 0.363 (0.432)] [data_t 0.016] [optim_t 0.347] [lr 0.000296] [CE 3.807 (3.861)] [KD 1.831 (1.925)] +2024-10-20 08:25:36,508 - Train: 80.64% [1008850/1251000] [806.4/1000.0] [batch_t 0.442 (0.424)] [data_t 0.016] [optim_t 0.426] [lr 0.000296] [CE 4.116 (3.892)] [KD 2.054 (1.944)] +2024-10-20 08:25:57,584 - Train: 80.65% [1008900/1251000] [806.5/1000.0] [batch_t 0.421 (0.421)] [data_t 0.016] [optim_t 0.405] [lr 0.000296] [CE 4.372 (3.878)] [KD 2.104 (1.940)] +2024-10-20 08:26:18,942 - Train: 80.65% [1008950/1251000] [806.5/1000.0] [batch_t 0.362 (0.427)] [data_t 0.016] [optim_t 0.347] [lr 0.000296] [CE 3.570 (3.845)] [KD 1.793 (1.923)] +2024-10-20 08:26:40,507 - Train: 80.66% [1009000/1251000] [806.6/1000.0] [batch_t 0.380 (0.431)] [data_t 0.015] [optim_t 0.365] [lr 0.000296] [CE 3.846 (3.876)] [KD 1.933 (1.955)] +2024-10-20 08:27:02,254 - Train: 80.66% [1009050/1251000] [806.6/1000.0] [batch_t 0.513 (0.435)] [data_t 0.016] [optim_t 0.497] [lr 0.000296] [CE 3.919 (3.875)] [KD 1.948 (1.973)] +2024-10-20 08:27:23,291 - Train: 80.66% [1009100/1251000] [806.6/1000.0] [batch_t 0.416 (0.421)] [data_t 0.016] [optim_t 0.400] [lr 0.000296] [CE 4.049 (3.871)] [KD 1.922 (1.949)] +2024-10-20 08:27:45,356 - Train: 80.67% [1009150/1251000] [806.7/1000.0] [batch_t 0.366 (0.441)] [data_t 0.015] [optim_t 0.350] [lr 0.000296] [CE 3.696 (3.814)] [KD 1.717 (1.893)] +2024-10-20 08:28:06,739 - Train: 80.67% [1009200/1251000] [806.7/1000.0] [batch_t 0.388 (0.427)] [data_t 0.016] [optim_t 0.372] [lr 0.000295] [CE 3.902 (3.843)] [KD 1.991 (1.919)] +2024-10-20 08:28:28,396 - Train: 80.68% [1009250/1251000] [806.8/1000.0] [batch_t 0.468 (0.433)] [data_t 0.016] [optim_t 0.452] [lr 0.000295] [CE 3.580 (3.964)] [KD 1.713 (1.990)] +2024-10-20 08:28:50,631 - Train: 80.68% [1009300/1251000] [806.8/1000.0] [batch_t 0.400 (0.445)] [data_t 0.016] [optim_t 0.384] [lr 0.000295] [CE 3.841 (3.884)] [KD 2.063 (1.927)] +2024-10-20 08:29:12,443 - Train: 80.68% [1009350/1251000] [806.8/1000.0] [batch_t 0.420 (0.436)] [data_t 0.015] [optim_t 0.405] [lr 0.000295] [CE 3.586 (3.796)] [KD 1.747 (1.880)] +2024-10-20 08:29:33,790 - Train: 80.69% [1009400/1251000] [806.9/1000.0] [batch_t 0.376 (0.427)] [data_t 0.016] [optim_t 0.360] [lr 0.000295] [CE 3.679 (3.845)] [KD 1.853 (1.914)] +2024-10-20 08:29:55,303 - Train: 80.69% [1009450/1251000] [806.9/1000.0] [batch_t 0.460 (0.430)] [data_t 0.016] [optim_t 0.444] [lr 0.000295] [CE 3.937 (3.877)] [KD 1.922 (1.929)] +2024-10-20 08:30:17,460 - Train: 80.70% [1009500/1251000] [807.0/1000.0] [batch_t 0.458 (0.443)] [data_t 0.016] [optim_t 0.442] [lr 0.000295] [CE 4.296 (3.751)] [KD 1.996 (1.857)] +2024-10-20 08:30:39,261 - Train: 80.70% [1009550/1251000] [807.0/1000.0] [batch_t 0.359 (0.436)] [data_t 0.015] [optim_t 0.344] [lr 0.000295] [CE 4.220 (3.805)] [KD 2.177 (1.910)] +2024-10-20 08:31:03,961 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 40876] [top5_cnt 47960] [top_all 50000] +2024-10-20 08:31:03,961 - net: 81.752 (95.920) +2024-10-20 08:31:25,346 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 41453] [top5_cnt 48190] [top_all 50000] +2024-10-20 08:31:25,346 - net_E: 82.906 (96.380) +2024-10-20 08:31:25,503 - Max [top1: 81.776 (epoch: 804)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 08:31:25,503 - ==> Total time: 5 days, 8:49:34 Eta: 1 day, 6:48:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 08:31:48,318 - Train: 80.70% [1009600/1251000] [807.0/1000.0] [batch_t 0.364 (0.496)] [data_t 0.016] [optim_t 0.349] [lr 0.000295] [CE 3.761 (3.879)] [KD 1.899 (1.959)] +2024-10-20 08:32:09,997 - Train: 80.71% [1009650/1251000] [807.1/1000.0] [batch_t 0.465 (0.433)] [data_t 0.015] [optim_t 0.450] [lr 0.000295] [CE 3.895 (3.859)] [KD 1.996 (1.931)] +2024-10-20 08:32:31,611 - Train: 80.71% [1009700/1251000] [807.1/1000.0] [batch_t 0.393 (0.432)] [data_t 0.015] [optim_t 0.378] [lr 0.000294] [CE 4.075 (3.876)] [KD 2.013 (1.924)] +2024-10-20 08:32:53,158 - Train: 80.72% [1009750/1251000] [807.2/1000.0] [batch_t 0.421 (0.431)] [data_t 0.015] [optim_t 0.405] [lr 0.000294] [CE 3.761 (3.912)] [KD 1.904 (1.938)] +2024-10-20 08:33:14,072 - Train: 80.72% [1009800/1251000] [807.2/1000.0] [batch_t 0.472 (0.418)] [data_t 0.130] [optim_t 0.343] [lr 0.000294] [CE 3.643 (3.892)] [KD 1.857 (1.937)] +2024-10-20 08:33:35,601 - Train: 80.72% [1009850/1251000] [807.2/1000.0] [batch_t 0.371 (0.430)] [data_t 0.028] [optim_t 0.343] [lr 0.000294] [CE 3.357 (3.784)] [KD 1.755 (1.875)] +2024-10-20 08:33:56,341 - Train: 80.73% [1009900/1251000] [807.3/1000.0] [batch_t 0.378 (0.415)] [data_t 0.030] [optim_t 0.348] [lr 0.000294] [CE 3.933 (3.830)] [KD 2.002 (1.930)] +2024-10-20 08:34:17,525 - Train: 80.73% [1009950/1251000] [807.3/1000.0] [batch_t 0.375 (0.424)] [data_t 0.029] [optim_t 0.346] [lr 0.000294] [CE 3.880 (3.824)] [KD 2.006 (1.898)] +2024-10-20 08:34:39,262 - Train: 80.74% [1010000/1251000] [807.4/1000.0] [batch_t 0.458 (0.435)] [data_t 0.109] [optim_t 0.349] [lr 0.000294] [CE 3.697 (3.802)] [KD 1.873 (1.914)] +2024-10-20 08:35:00,303 - Train: 80.74% [1010050/1251000] [807.4/1000.0] [batch_t 0.463 (0.421)] [data_t 0.112] [optim_t 0.352] [lr 0.000294] [CE 3.778 (3.820)] [KD 1.926 (1.925)] +2024-10-20 08:35:20,630 - Train: 80.74% [1010100/1251000] [807.4/1000.0] [batch_t 0.367 (0.406)] [data_t 0.022] [optim_t 0.345] [lr 0.000294] [CE 4.128 (3.889)] [KD 2.095 (1.957)] +2024-10-20 08:35:41,896 - Train: 80.75% [1010150/1251000] [807.5/1000.0] [batch_t 0.482 (0.425)] [data_t 0.135] [optim_t 0.347] [lr 0.000293] [CE 3.729 (3.903)] [KD 1.906 (1.942)] +2024-10-20 08:36:03,078 - Train: 80.75% [1010200/1251000] [807.5/1000.0] [batch_t 0.375 (0.424)] [data_t 0.015] [optim_t 0.359] [lr 0.000293] [CE 4.270 (3.772)] [KD 2.026 (1.874)] +2024-10-20 08:36:24,509 - Train: 80.76% [1010250/1251000] [807.6/1000.0] [batch_t 0.461 (0.428)] [data_t 0.015] [optim_t 0.445] [lr 0.000293] [CE 3.302 (3.865)] [KD 1.611 (1.927)] +2024-10-20 08:36:46,275 - Train: 80.76% [1010300/1251000] [807.6/1000.0] [batch_t 0.872 (0.435)] [data_t 0.016] [optim_t 0.856] [lr 0.000293] [CE 3.545 (3.854)] [KD 1.783 (1.926)] +2024-10-20 08:37:06,871 - Train: 80.76% [1010350/1251000] [807.6/1000.0] [batch_t 0.409 (0.412)] [data_t 0.015] [optim_t 0.394] [lr 0.000293] [CE 3.900 (3.807)] [KD 1.929 (1.915)] +2024-10-20 08:37:28,593 - Train: 80.77% [1010400/1251000] [807.7/1000.0] [batch_t 0.419 (0.434)] [data_t 0.075] [optim_t 0.344] [lr 0.000293] [CE 3.816 (3.967)] [KD 1.764 (1.964)] +2024-10-20 08:37:51,077 - Train: 80.77% [1010450/1251000] [807.7/1000.0] [batch_t 0.363 (0.450)] [data_t 0.015] [optim_t 0.347] [lr 0.000293] [CE 3.340 (3.832)] [KD 1.607 (1.913)] +2024-10-20 08:38:12,401 - Train: 80.78% [1010500/1251000] [807.8/1000.0] [batch_t 0.375 (0.426)] [data_t 0.032] [optim_t 0.343] [lr 0.000293] [CE 4.086 (3.815)] [KD 2.117 (1.918)] +2024-10-20 08:38:33,768 - Train: 80.78% [1010550/1251000] [807.8/1000.0] [batch_t 0.470 (0.427)] [data_t 0.125] [optim_t 0.345] [lr 0.000293] [CE 3.811 (3.854)] [KD 1.812 (1.914)] +2024-10-20 08:38:54,730 - Train: 80.78% [1010600/1251000] [807.8/1000.0] [batch_t 0.447 (0.419)] [data_t 0.102] [optim_t 0.345] [lr 0.000292] [CE 4.189 (3.961)] [KD 2.132 (1.971)] +2024-10-20 08:39:15,370 - Train: 80.79% [1010650/1251000] [807.9/1000.0] [batch_t 0.458 (0.413)] [data_t 0.115] [optim_t 0.343] [lr 0.000292] [CE 3.619 (3.837)] [KD 1.855 (1.937)] +2024-10-20 08:39:37,063 - Train: 80.79% [1010700/1251000] [807.9/1000.0] [batch_t 0.489 (0.434)] [data_t 0.015] [optim_t 0.473] [lr 0.000292] [CE 4.158 (3.813)] [KD 2.046 (1.894)] +2024-10-20 08:39:59,001 - Train: 80.80% [1010750/1251000] [808.0/1000.0] [batch_t 0.365 (0.439)] [data_t 0.016] [optim_t 0.350] [lr 0.000292] [CE 3.908 (3.879)] [KD 1.937 (1.922)] +2024-10-20 08:40:20,616 - Train: 80.80% [1010800/1251000] [808.0/1000.0] [batch_t 0.359 (0.432)] [data_t 0.015] [optim_t 0.344] [lr 0.000292] [CE 3.904 (3.786)] [KD 1.942 (1.891)] +2024-10-20 08:40:45,314 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40842] [top5_cnt 47937] [top_all 50000] +2024-10-20 08:40:45,314 - net: 81.684 (95.874) +2024-10-20 08:41:06,844 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41445] [top5_cnt 48188] [top_all 50000] +2024-10-20 08:41:06,845 - net_E: 82.890 (96.376) +2024-10-20 08:41:07,011 - Max [top1: 81.776 (epoch: 804)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 08:41:07,011 - ==> Total time: 5 days, 8:59:15 Eta: 1 day, 6:39:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 08:41:29,061 - Train: 80.80% [1010850/1251000] [808.0/1000.0] [batch_t 0.359 (0.491)] [data_t 0.016] [optim_t 0.343] [lr 0.000292] [CE 3.827 (3.845)] [KD 1.868 (1.903)] +2024-10-20 08:41:50,140 - Train: 80.81% [1010900/1251000] [808.1/1000.0] [batch_t 0.425 (0.421)] [data_t 0.016] [optim_t 0.410] [lr 0.000292] [CE 3.983 (3.869)] [KD 1.853 (1.921)] +2024-10-20 08:42:10,917 - Train: 80.81% [1010950/1251000] [808.1/1000.0] [batch_t 0.410 (0.415)] [data_t 0.015] [optim_t 0.394] [lr 0.000292] [CE 4.067 (3.810)] [KD 2.032 (1.898)] +2024-10-20 08:42:31,855 - Train: 80.82% [1011000/1251000] [808.2/1000.0] [batch_t 0.366 (0.419)] [data_t 0.015] [optim_t 0.350] [lr 0.000292] [CE 3.660 (3.878)] [KD 1.779 (1.952)] +2024-10-20 08:42:52,962 - Train: 80.82% [1011050/1251000] [808.2/1000.0] [batch_t 0.460 (0.422)] [data_t 0.015] [optim_t 0.445] [lr 0.000292] [CE 3.447 (3.825)] [KD 1.788 (1.903)] +2024-10-20 08:43:14,036 - Train: 80.82% [1011100/1251000] [808.2/1000.0] [batch_t 0.380 (0.421)] [data_t 0.015] [optim_t 0.365] [lr 0.000291] [CE 3.598 (3.872)] [KD 1.753 (1.940)] +2024-10-20 08:43:35,514 - Train: 80.83% [1011150/1251000] [808.3/1000.0] [batch_t 0.396 (0.429)] [data_t 0.015] [optim_t 0.381] [lr 0.000291] [CE 3.604 (3.790)] [KD 1.608 (1.890)] +2024-10-20 08:43:56,999 - Train: 80.83% [1011200/1251000] [808.3/1000.0] [batch_t 0.364 (0.430)] [data_t 0.015] [optim_t 0.349] [lr 0.000291] [CE 4.367 (3.889)] [KD 2.132 (1.970)] +2024-10-20 08:44:18,193 - Train: 80.84% [1011250/1251000] [808.4/1000.0] [batch_t 0.417 (0.424)] [data_t 0.016] [optim_t 0.401] [lr 0.000291] [CE 3.701 (3.862)] [KD 1.843 (1.909)] +2024-10-20 08:44:38,977 - Train: 80.84% [1011300/1251000] [808.4/1000.0] [batch_t 0.365 (0.416)] [data_t 0.016] [optim_t 0.349] [lr 0.000291] [CE 3.510 (3.849)] [KD 1.789 (1.932)] +2024-10-20 08:45:01,031 - Train: 80.84% [1011350/1251000] [808.4/1000.0] [batch_t 0.506 (0.441)] [data_t 0.155] [optim_t 0.351] [lr 0.000291] [CE 3.768 (3.867)] [KD 1.834 (1.953)] +2024-10-20 08:45:22,797 - Train: 80.85% [1011400/1251000] [808.5/1000.0] [batch_t 0.388 (0.435)] [data_t 0.015] [optim_t 0.372] [lr 0.000291] [CE 3.682 (3.854)] [KD 1.846 (1.920)] +2024-10-20 08:45:44,392 - Train: 80.85% [1011450/1251000] [808.5/1000.0] [batch_t 0.454 (0.432)] [data_t 0.015] [optim_t 0.439] [lr 0.000291] [CE 3.872 (3.851)] [KD 1.947 (1.955)] +2024-10-20 08:46:05,775 - Train: 80.86% [1011500/1251000] [808.6/1000.0] [batch_t 0.368 (0.428)] [data_t 0.016] [optim_t 0.352] [lr 0.000291] [CE 3.468 (3.795)] [KD 1.721 (1.907)] +2024-10-20 08:46:27,308 - Train: 80.86% [1011550/1251000] [808.6/1000.0] [batch_t 0.458 (0.431)] [data_t 0.015] [optim_t 0.443] [lr 0.000290] [CE 4.248 (3.815)] [KD 2.134 (1.923)] +2024-10-20 08:46:49,181 - Train: 80.86% [1011600/1251000] [808.6/1000.0] [batch_t 0.424 (0.437)] [data_t 0.016] [optim_t 0.408] [lr 0.000290] [CE 4.377 (3.866)] [KD 2.358 (1.948)] +2024-10-20 08:47:11,088 - Train: 80.87% [1011650/1251000] [808.7/1000.0] [batch_t 0.464 (0.438)] [data_t 0.016] [optim_t 0.448] [lr 0.000290] [CE 3.598 (3.884)] [KD 1.803 (1.918)] +2024-10-20 08:47:32,764 - Train: 80.87% [1011700/1251000] [808.7/1000.0] [batch_t 0.373 (0.433)] [data_t 0.016] [optim_t 0.357] [lr 0.000290] [CE 3.515 (3.876)] [KD 1.675 (1.962)] +2024-10-20 08:47:54,376 - Train: 80.88% [1011750/1251000] [808.8/1000.0] [batch_t 0.474 (0.432)] [data_t 0.016] [optim_t 0.459] [lr 0.000290] [CE 3.976 (3.819)] [KD 2.018 (1.923)] +2024-10-20 08:48:16,640 - Train: 80.88% [1011800/1251000] [808.8/1000.0] [batch_t 0.494 (0.445)] [data_t 0.016] [optim_t 0.479] [lr 0.000290] [CE 3.669 (3.768)] [KD 1.902 (1.887)] +2024-10-20 08:48:38,630 - Train: 80.88% [1011850/1251000] [808.8/1000.0] [batch_t 0.365 (0.440)] [data_t 0.016] [optim_t 0.349] [lr 0.000290] [CE 4.125 (3.880)] [KD 2.034 (1.939)] +2024-10-20 08:49:00,781 - Train: 80.89% [1011900/1251000] [808.9/1000.0] [batch_t 0.461 (0.443)] [data_t 0.016] [optim_t 0.445] [lr 0.000290] [CE 3.640 (3.884)] [KD 1.877 (1.946)] +2024-10-20 08:49:22,583 - Train: 80.89% [1011950/1251000] [808.9/1000.0] [batch_t 0.420 (0.436)] [data_t 0.016] [optim_t 0.404] [lr 0.000290] [CE 3.458 (3.804)] [KD 1.759 (1.908)] +2024-10-20 08:49:44,700 - Train: 80.90% [1012000/1251000] [809.0/1000.0] [batch_t 0.464 (0.442)] [data_t 0.015] [optim_t 0.449] [lr 0.000290] [CE 4.076 (3.827)] [KD 2.168 (1.932)] +2024-10-20 08:50:06,788 - Train: 80.90% [1012050/1251000] [809.0/1000.0] [batch_t 0.361 (0.442)] [data_t 0.015] [optim_t 0.346] [lr 0.000289] [CE 4.005 (3.842)] [KD 1.990 (1.921)] +2024-10-20 08:50:32,014 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 40896] [top5_cnt 47923] [top_all 50000] +2024-10-20 08:50:32,014 - net: 81.792 (95.846) +2024-10-20 08:50:53,492 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41451] [top5_cnt 48180] [top_all 50000] +2024-10-20 08:50:53,493 - net_E: 82.902 (96.360) +2024-10-20 08:50:53,646 - Max [top1: 81.792 (epoch: 809)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 08:50:53,646 - ==> Total time: 5 days, 9:09:02 Eta: 1 day, 6:29:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 08:51:17,204 - Train: 80.90% [1012100/1251000] [809.0/1000.0] [batch_t 0.361 (0.469)] [data_t 0.015] [optim_t 0.345] [lr 0.000289] [CE 4.280 (3.892)] [KD 2.192 (1.926)] +2024-10-20 08:51:38,693 - Train: 80.91% [1012150/1251000] [809.1/1000.0] [batch_t 0.473 (0.430)] [data_t 0.015] [optim_t 0.457] [lr 0.000289] [CE 3.875 (3.870)] [KD 1.917 (1.929)] +2024-10-20 08:52:00,527 - Train: 80.91% [1012200/1251000] [809.1/1000.0] [batch_t 0.433 (0.437)] [data_t 0.015] [optim_t 0.417] [lr 0.000289] [CE 3.706 (3.823)] [KD 1.868 (1.909)] +2024-10-20 08:52:21,719 - Train: 80.92% [1012250/1251000] [809.2/1000.0] [batch_t 0.440 (0.424)] [data_t 0.015] [optim_t 0.424] [lr 0.000289] [CE 3.211 (3.848)] [KD 1.665 (1.934)] +2024-10-20 08:52:43,884 - Train: 80.92% [1012300/1251000] [809.2/1000.0] [batch_t 0.495 (0.443)] [data_t 0.154] [optim_t 0.341] [lr 0.000289] [CE 3.936 (3.869)] [KD 2.015 (1.914)] +2024-10-20 08:53:05,649 - Train: 80.92% [1012350/1251000] [809.2/1000.0] [batch_t 0.387 (0.435)] [data_t 0.043] [optim_t 0.343] [lr 0.000289] [CE 4.258 (3.846)] [KD 2.140 (1.932)] +2024-10-20 08:53:26,731 - Train: 80.93% [1012400/1251000] [809.3/1000.0] [batch_t 0.372 (0.422)] [data_t 0.027] [optim_t 0.345] [lr 0.000289] [CE 4.027 (3.795)] [KD 1.849 (1.859)] +2024-10-20 08:53:47,842 - Train: 80.93% [1012450/1251000] [809.3/1000.0] [batch_t 0.371 (0.422)] [data_t 0.029] [optim_t 0.343] [lr 0.000289] [CE 3.787 (3.810)] [KD 1.839 (1.890)] +2024-10-20 08:54:09,757 - Train: 80.94% [1012500/1251000] [809.4/1000.0] [batch_t 0.524 (0.438)] [data_t 0.181] [optim_t 0.344] [lr 0.000288] [CE 3.890 (3.814)] [KD 2.001 (1.899)] +2024-10-20 08:54:31,508 - Train: 80.94% [1012550/1251000] [809.4/1000.0] [batch_t 0.401 (0.435)] [data_t 0.057] [optim_t 0.345] [lr 0.000288] [CE 4.226 (3.929)] [KD 2.205 (1.947)] +2024-10-20 08:54:53,485 - Train: 80.94% [1012600/1251000] [809.4/1000.0] [batch_t 0.363 (0.439)] [data_t 0.015] [optim_t 0.348] [lr 0.000288] [CE 3.643 (3.794)] [KD 1.744 (1.899)] +2024-10-20 08:55:14,506 - Train: 80.95% [1012650/1251000] [809.5/1000.0] [batch_t 0.427 (0.420)] [data_t 0.086] [optim_t 0.341] [lr 0.000288] [CE 3.661 (3.806)] [KD 1.739 (1.893)] +2024-10-20 08:55:36,827 - Train: 80.95% [1012700/1251000] [809.5/1000.0] [batch_t 0.441 (0.446)] [data_t 0.097] [optim_t 0.344] [lr 0.000288] [CE 4.283 (3.916)] [KD 2.158 (1.962)] +2024-10-20 08:55:57,896 - Train: 80.96% [1012750/1251000] [809.6/1000.0] [batch_t 0.358 (0.421)] [data_t 0.016] [optim_t 0.343] [lr 0.000288] [CE 3.213 (3.809)] [KD 1.472 (1.924)] +2024-10-20 08:56:18,987 - Train: 80.96% [1012800/1251000] [809.6/1000.0] [batch_t 0.456 (0.422)] [data_t 0.112] [optim_t 0.343] [lr 0.000288] [CE 3.252 (3.851)] [KD 1.671 (1.916)] +2024-10-20 08:56:40,213 - Train: 80.96% [1012850/1251000] [809.6/1000.0] [batch_t 0.436 (0.424)] [data_t 0.095] [optim_t 0.341] [lr 0.000288] [CE 4.026 (3.845)] [KD 1.930 (1.928)] +2024-10-20 08:57:02,080 - Train: 80.97% [1012900/1251000] [809.7/1000.0] [batch_t 0.363 (0.437)] [data_t 0.015] [optim_t 0.348] [lr 0.000288] [CE 3.689 (3.825)] [KD 1.768 (1.913)] +2024-10-20 08:57:23,461 - Train: 80.97% [1012950/1251000] [809.7/1000.0] [batch_t 0.448 (0.428)] [data_t 0.103] [optim_t 0.345] [lr 0.000288] [CE 3.683 (3.874)] [KD 1.855 (1.935)] +2024-10-20 08:57:45,203 - Train: 80.98% [1013000/1251000] [809.8/1000.0] [batch_t 0.457 (0.435)] [data_t 0.114] [optim_t 0.343] [lr 0.000287] [CE 3.628 (3.882)] [KD 1.856 (1.944)] +2024-10-20 08:58:07,268 - Train: 80.98% [1013050/1251000] [809.8/1000.0] [batch_t 0.519 (0.441)] [data_t 0.175] [optim_t 0.344] [lr 0.000287] [CE 3.942 (3.865)] [KD 1.947 (1.908)] +2024-10-20 08:58:29,215 - Train: 80.98% [1013100/1251000] [809.8/1000.0] [batch_t 0.465 (0.439)] [data_t 0.124] [optim_t 0.341] [lr 0.000287] [CE 4.260 (3.820)] [KD 2.051 (1.897)] +2024-10-20 08:58:50,973 - Train: 80.99% [1013150/1251000] [809.9/1000.0] [batch_t 0.365 (0.435)] [data_t 0.015] [optim_t 0.350] [lr 0.000287] [CE 3.989 (3.934)] [KD 1.942 (1.966)] +2024-10-20 08:59:12,827 - Train: 80.99% [1013200/1251000] [809.9/1000.0] [batch_t 0.441 (0.437)] [data_t 0.097] [optim_t 0.344] [lr 0.000287] [CE 3.865 (3.750)] [KD 1.929 (1.870)] +2024-10-20 08:59:33,636 - Train: 81.00% [1013250/1251000] [810.0/1000.0] [batch_t 0.415 (0.416)] [data_t 0.073] [optim_t 0.342] [lr 0.000287] [CE 4.050 (3.920)] [KD 2.076 (1.924)] +2024-10-20 08:59:54,718 - Train: 81.00% [1013300/1251000] [810.0/1000.0] [batch_t 0.358 (0.422)] [data_t 0.015] [optim_t 0.343] [lr 0.000287] [CE 3.957 (3.900)] [KD 2.012 (1.923)] +2024-10-20 09:00:19,749 - Test (net): 100.00% [50/50] [batch_t 0.131 (0.425)] [top1_cnt 40855] [top5_cnt 47911] [top_all 50000] +2024-10-20 09:00:19,750 - net: 81.710 (95.822) +2024-10-20 09:00:41,989 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 41458] [top5_cnt 48182] [top_all 50000] +2024-10-20 09:00:41,990 - net_E: 82.916 (96.364) +2024-10-20 09:00:42,127 - Max [top1: 81.792 (epoch: 809)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 09:00:42,128 - ==> Total time: 5 days, 9:18:50 Eta: 1 day, 6:19:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 09:01:04,953 - Train: 81.00% [1013350/1251000] [810.0/1000.0] [batch_t 0.359 (0.468)] [data_t 0.015] [optim_t 0.344] [lr 0.000287] [CE 3.889 (3.881)] [KD 1.971 (1.932)] +2024-10-20 09:01:25,946 - Train: 81.01% [1013400/1251000] [810.1/1000.0] [batch_t 0.565 (0.420)] [data_t 0.016] [optim_t 0.550] [lr 0.000287] [CE 4.261 (3.868)] [KD 1.975 (1.924)] +2024-10-20 09:01:47,137 - Train: 81.01% [1013450/1251000] [810.1/1000.0] [batch_t 0.425 (0.424)] [data_t 0.015] [optim_t 0.409] [lr 0.000286] [CE 4.275 (3.834)] [KD 2.076 (1.901)] +2024-10-20 09:02:09,292 - Train: 81.02% [1013500/1251000] [810.2/1000.0] [batch_t 0.487 (0.443)] [data_t 0.015] [optim_t 0.472] [lr 0.000286] [CE 4.085 (3.850)] [KD 2.016 (1.916)] +2024-10-20 09:02:30,801 - Train: 81.02% [1013550/1251000] [810.2/1000.0] [batch_t 0.377 (0.430)] [data_t 0.015] [optim_t 0.362] [lr 0.000286] [CE 4.125 (3.813)] [KD 2.107 (1.902)] +2024-10-20 09:02:51,992 - Train: 81.02% [1013600/1251000] [810.2/1000.0] [batch_t 0.408 (0.424)] [data_t 0.015] [optim_t 0.393] [lr 0.000286] [CE 4.152 (3.851)] [KD 1.991 (1.916)] +2024-10-20 09:03:13,500 - Train: 81.03% [1013650/1251000] [810.3/1000.0] [batch_t 0.532 (0.430)] [data_t 0.015] [optim_t 0.516] [lr 0.000286] [CE 4.130 (3.829)] [KD 1.966 (1.902)] +2024-10-20 09:03:35,037 - Train: 81.03% [1013700/1251000] [810.3/1000.0] [batch_t 0.376 (0.431)] [data_t 0.015] [optim_t 0.360] [lr 0.000286] [CE 3.380 (3.839)] [KD 1.794 (1.912)] +2024-10-20 09:03:56,231 - Train: 81.04% [1013750/1251000] [810.4/1000.0] [batch_t 0.428 (0.424)] [data_t 0.015] [optim_t 0.413] [lr 0.000286] [CE 4.000 (3.815)] [KD 2.091 (1.907)] +2024-10-20 09:04:17,654 - Train: 81.04% [1013800/1251000] [810.4/1000.0] [batch_t 0.405 (0.428)] [data_t 0.016] [optim_t 0.390] [lr 0.000286] [CE 3.802 (3.821)] [KD 1.804 (1.901)] +2024-10-20 09:04:39,501 - Train: 81.04% [1013850/1251000] [810.4/1000.0] [batch_t 0.496 (0.437)] [data_t 0.015] [optim_t 0.481] [lr 0.000286] [CE 3.932 (3.750)] [KD 1.871 (1.870)] +2024-10-20 09:05:01,251 - Train: 81.05% [1013900/1251000] [810.5/1000.0] [batch_t 0.412 (0.435)] [data_t 0.015] [optim_t 0.396] [lr 0.000286] [CE 4.159 (3.823)] [KD 1.972 (1.897)] +2024-10-20 09:05:22,493 - Train: 81.05% [1013950/1251000] [810.5/1000.0] [batch_t 0.430 (0.425)] [data_t 0.015] [optim_t 0.415] [lr 0.000285] [CE 4.078 (3.837)] [KD 2.057 (1.905)] +2024-10-20 09:05:43,552 - Train: 81.06% [1014000/1251000] [810.6/1000.0] [batch_t 0.392 (0.421)] [data_t 0.016] [optim_t 0.376] [lr 0.000285] [CE 4.084 (3.772)] [KD 1.915 (1.853)] +2024-10-20 09:06:04,891 - Train: 81.06% [1014050/1251000] [810.6/1000.0] [batch_t 0.480 (0.427)] [data_t 0.015] [optim_t 0.465] [lr 0.000285] [CE 3.831 (3.819)] [KD 1.914 (1.893)] +2024-10-20 09:06:26,253 - Train: 81.06% [1014100/1251000] [810.6/1000.0] [batch_t 0.492 (0.427)] [data_t 0.015] [optim_t 0.476] [lr 0.000285] [CE 3.408 (3.838)] [KD 1.661 (1.901)] +2024-10-20 09:06:48,466 - Train: 81.07% [1014150/1251000] [810.7/1000.0] [batch_t 0.409 (0.444)] [data_t 0.015] [optim_t 0.394] [lr 0.000285] [CE 3.661 (3.799)] [KD 1.880 (1.877)] +2024-10-20 09:07:09,771 - Train: 81.07% [1014200/1251000] [810.7/1000.0] [batch_t 0.451 (0.426)] [data_t 0.015] [optim_t 0.435] [lr 0.000285] [CE 3.971 (3.865)] [KD 1.994 (1.921)] +2024-10-20 09:07:31,500 - Train: 81.08% [1014250/1251000] [810.8/1000.0] [batch_t 0.464 (0.434)] [data_t 0.015] [optim_t 0.449] [lr 0.000285] [CE 3.902 (3.767)] [KD 1.984 (1.878)] +2024-10-20 09:07:52,931 - Train: 81.08% [1014300/1251000] [810.8/1000.0] [batch_t 0.431 (0.429)] [data_t 0.015] [optim_t 0.415] [lr 0.000285] [CE 3.641 (3.833)] [KD 1.927 (1.908)] +2024-10-20 09:08:14,707 - Train: 81.08% [1014350/1251000] [810.8/1000.0] [batch_t 0.413 (0.435)] [data_t 0.015] [optim_t 0.398] [lr 0.000285] [CE 3.647 (3.845)] [KD 1.858 (1.888)] +2024-10-20 09:08:36,853 - Train: 81.09% [1014400/1251000] [810.9/1000.0] [batch_t 0.479 (0.443)] [data_t 0.015] [optim_t 0.463] [lr 0.000285] [CE 3.474 (3.913)] [KD 1.732 (1.946)] +2024-10-20 09:08:58,450 - Train: 81.09% [1014450/1251000] [810.9/1000.0] [batch_t 0.415 (0.432)] [data_t 0.015] [optim_t 0.400] [lr 0.000284] [CE 3.535 (3.838)] [KD 1.800 (1.894)] +2024-10-20 09:09:19,601 - Train: 81.10% [1014500/1251000] [811.0/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.000284] [CE 3.450 (3.842)] [KD 1.736 (1.921)] +2024-10-20 09:09:40,931 - Train: 81.10% [1014550/1251000] [811.0/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.000284] [CE 3.879 (3.857)] [KD 1.955 (1.933)] +2024-10-20 09:10:06,818 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 40780] [top5_cnt 47880] [top_all 50000] +2024-10-20 09:10:06,819 - net: 81.560 (95.760) +2024-10-20 09:10:28,518 - Test (net_E): 100.00% [50/50] [batch_t 0.143 (0.428)] [top1_cnt 41479] [top5_cnt 48177] [top_all 50000] +2024-10-20 09:10:28,519 - net_E: 82.958 (96.354) +2024-10-20 09:10:28,683 - Max [top1: 81.792 (epoch: 809)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 09:10:28,683 - ==> Total time: 5 days, 9:28:37 Eta: 1 day, 6:10:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 09:10:49,374 - Train: 81.10% [1014600/1251000] [811.0/1000.0] [batch_t 0.369 (0.496)] [data_t 0.015] [optim_t 0.353] [lr 0.000284] [CE 3.706 (3.863)] [KD 1.914 (1.922)] +2024-10-20 09:11:12,020 - Train: 81.11% [1014650/1251000] [811.1/1000.0] [batch_t 0.523 (0.453)] [data_t 0.015] [optim_t 0.508] [lr 0.000284] [CE 3.761 (3.859)] [KD 2.125 (1.920)] +2024-10-20 09:11:34,428 - Train: 81.11% [1014700/1251000] [811.1/1000.0] [batch_t 0.456 (0.448)] [data_t 0.016] [optim_t 0.440] [lr 0.000284] [CE 3.916 (3.864)] [KD 1.958 (1.931)] +2024-10-20 09:11:56,435 - Train: 81.12% [1014750/1251000] [811.2/1000.0] [batch_t 0.475 (0.440)] [data_t 0.015] [optim_t 0.459] [lr 0.000284] [CE 4.383 (3.860)] [KD 2.174 (1.915)] +2024-10-20 09:12:18,413 - Train: 81.12% [1014800/1251000] [811.2/1000.0] [batch_t 0.473 (0.439)] [data_t 0.015] [optim_t 0.457] [lr 0.000284] [CE 4.376 (3.836)] [KD 2.111 (1.897)] +2024-10-20 09:12:38,116 - Train: 81.12% [1014850/1251000] [811.2/1000.0] [batch_t 0.405 (0.394)] [data_t 0.015] [optim_t 0.390] [lr 0.000284] [CE 3.541 (3.826)] [KD 1.685 (1.889)] +2024-10-20 09:12:58,098 - Train: 81.13% [1014900/1251000] [811.3/1000.0] [batch_t 0.363 (0.400)] [data_t 0.015] [optim_t 0.347] [lr 0.000283] [CE 3.812 (3.785)] [KD 1.805 (1.869)] +2024-10-20 09:13:18,922 - Train: 81.13% [1014950/1251000] [811.3/1000.0] [batch_t 0.451 (0.416)] [data_t 0.015] [optim_t 0.436] [lr 0.000283] [CE 3.880 (3.869)] [KD 1.912 (1.918)] +2024-10-20 09:13:40,361 - Train: 81.14% [1015000/1251000] [811.4/1000.0] [batch_t 0.468 (0.429)] [data_t 0.015] [optim_t 0.452] [lr 0.000283] [CE 4.167 (3.897)] [KD 2.072 (1.938)] +2024-10-20 09:14:01,366 - Train: 81.14% [1015050/1251000] [811.4/1000.0] [batch_t 0.364 (0.420)] [data_t 0.016] [optim_t 0.348] [lr 0.000283] [CE 4.091 (3.897)] [KD 2.025 (1.944)] +2024-10-20 09:14:22,575 - Train: 81.14% [1015100/1251000] [811.4/1000.0] [batch_t 0.444 (0.424)] [data_t 0.015] [optim_t 0.429] [lr 0.000283] [CE 3.874 (3.802)] [KD 1.975 (1.881)] +2024-10-20 09:14:43,669 - Train: 81.15% [1015150/1251000] [811.5/1000.0] [batch_t 0.493 (0.422)] [data_t 0.015] [optim_t 0.477] [lr 0.000283] [CE 3.789 (3.868)] [KD 1.851 (1.903)] +2024-10-20 09:15:05,495 - Train: 81.15% [1015200/1251000] [811.5/1000.0] [batch_t 0.445 (0.436)] [data_t 0.015] [optim_t 0.429] [lr 0.000283] [CE 3.346 (3.866)] [KD 1.615 (1.923)] +2024-10-20 09:15:27,209 - Train: 81.16% [1015250/1251000] [811.6/1000.0] [batch_t 0.419 (0.434)] [data_t 0.016] [optim_t 0.404] [lr 0.000283] [CE 4.021 (3.842)] [KD 1.920 (1.898)] +2024-10-20 09:15:49,070 - Train: 81.16% [1015300/1251000] [811.6/1000.0] [batch_t 0.387 (0.437)] [data_t 0.016] [optim_t 0.371] [lr 0.000283] [CE 3.884 (3.780)] [KD 1.951 (1.888)] +2024-10-20 09:16:10,775 - Train: 81.16% [1015350/1251000] [811.6/1000.0] [batch_t 0.483 (0.434)] [data_t 0.016] [optim_t 0.468] [lr 0.000283] [CE 4.109 (3.840)] [KD 2.140 (1.905)] +2024-10-20 09:16:32,497 - Train: 81.17% [1015400/1251000] [811.7/1000.0] [batch_t 0.425 (0.434)] [data_t 0.016] [optim_t 0.409] [lr 0.000282] [CE 3.814 (3.837)] [KD 1.978 (1.924)] +2024-10-20 09:16:53,882 - Train: 81.17% [1015450/1251000] [811.7/1000.0] [batch_t 0.438 (0.428)] [data_t 0.016] [optim_t 0.422] [lr 0.000282] [CE 3.877 (3.843)] [KD 1.892 (1.896)] +2024-10-20 09:17:15,766 - Train: 81.18% [1015500/1251000] [811.8/1000.0] [batch_t 0.453 (0.438)] [data_t 0.016] [optim_t 0.438] [lr 0.000282] [CE 3.658 (3.827)] [KD 1.889 (1.915)] +2024-10-20 09:17:36,932 - Train: 81.18% [1015550/1251000] [811.8/1000.0] [batch_t 0.431 (0.423)] [data_t 0.015] [optim_t 0.416] [lr 0.000282] [CE 3.849 (3.870)] [KD 2.013 (1.927)] +2024-10-20 09:17:58,035 - Train: 81.18% [1015600/1251000] [811.8/1000.0] [batch_t 0.463 (0.422)] [data_t 0.016] [optim_t 0.447] [lr 0.000282] [CE 3.437 (3.883)] [KD 1.781 (1.935)] +2024-10-20 09:18:20,106 - Train: 81.19% [1015650/1251000] [811.9/1000.0] [batch_t 0.433 (0.441)] [data_t 0.015] [optim_t 0.417] [lr 0.000282] [CE 3.972 (3.840)] [KD 2.012 (1.914)] +2024-10-20 09:18:41,649 - Train: 81.19% [1015700/1251000] [811.9/1000.0] [batch_t 0.373 (0.431)] [data_t 0.016] [optim_t 0.357] [lr 0.000282] [CE 3.860 (3.872)] [KD 1.932 (1.932)] +2024-10-20 09:19:03,530 - Train: 81.20% [1015750/1251000] [812.0/1000.0] [batch_t 0.401 (0.437)] [data_t 0.016] [optim_t 0.385] [lr 0.000282] [CE 3.885 (3.812)] [KD 1.978 (1.886)] +2024-10-20 09:19:25,707 - Train: 81.20% [1015800/1251000] [812.0/1000.0] [batch_t 0.447 (0.443)] [data_t 0.015] [optim_t 0.432] [lr 0.000282] [CE 3.443 (3.797)] [KD 1.756 (1.900)] +2024-10-20 09:19:52,014 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 40892] [top5_cnt 47932] [top_all 50000] +2024-10-20 09:19:52,015 - net: 81.784 (95.864) +2024-10-20 09:20:13,046 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 41488] [top5_cnt 48191] [top_all 50000] +2024-10-20 09:20:13,047 - net_E: 82.976 (96.382) +2024-10-20 09:20:13,212 - Max [top1: 81.792 (epoch: 809)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 09:20:13,213 - ==> Total time: 5 days, 9:38:21 Eta: 1 day, 6:00:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 09:20:33,683 - Train: 81.20% [1015850/1251000] [812.0/1000.0] [batch_t 0.365 (0.497)] [data_t 0.015] [optim_t 0.349] [lr 0.000281] [CE 4.077 (3.896)] [KD 1.999 (1.926)] +2024-10-20 09:20:53,905 - Train: 81.21% [1015900/1251000] [812.1/1000.0] [batch_t 0.362 (0.404)] [data_t 0.015] [optim_t 0.346] [lr 0.000281] [CE 3.578 (3.815)] [KD 1.821 (1.894)] +2024-10-20 09:21:15,056 - Train: 81.21% [1015950/1251000] [812.1/1000.0] [batch_t 0.391 (0.423)] [data_t 0.050] [optim_t 0.342] [lr 0.000281] [CE 3.878 (3.842)] [KD 1.973 (1.910)] +2024-10-20 09:21:37,372 - Train: 81.22% [1016000/1251000] [812.2/1000.0] [batch_t 0.464 (0.446)] [data_t 0.016] [optim_t 0.449] [lr 0.000281] [CE 3.968 (3.754)] [KD 2.021 (1.874)] +2024-10-20 09:21:59,020 - Train: 81.22% [1016050/1251000] [812.2/1000.0] [batch_t 0.361 (0.433)] [data_t 0.015] [optim_t 0.346] [lr 0.000281] [CE 3.846 (3.832)] [KD 2.063 (1.900)] +2024-10-20 09:22:20,098 - Train: 81.22% [1016100/1251000] [812.2/1000.0] [batch_t 0.397 (0.421)] [data_t 0.015] [optim_t 0.382] [lr 0.000281] [CE 3.368 (3.902)] [KD 1.660 (1.930)] +2024-10-20 09:22:41,003 - Train: 81.23% [1016150/1251000] [812.3/1000.0] [batch_t 0.362 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.000281] [CE 4.096 (3.856)] [KD 1.970 (1.923)] +2024-10-20 09:23:03,007 - Train: 81.23% [1016200/1251000] [812.3/1000.0] [batch_t 0.441 (0.440)] [data_t 0.015] [optim_t 0.425] [lr 0.000281] [CE 3.890 (3.819)] [KD 1.939 (1.894)] +2024-10-20 09:23:25,557 - Train: 81.24% [1016250/1251000] [812.4/1000.0] [batch_t 0.501 (0.451)] [data_t 0.015] [optim_t 0.485] [lr 0.000281] [CE 3.100 (3.875)] [KD 1.430 (1.928)] +2024-10-20 09:23:47,250 - Train: 81.24% [1016300/1251000] [812.4/1000.0] [batch_t 0.400 (0.434)] [data_t 0.015] [optim_t 0.384] [lr 0.000281] [CE 3.523 (3.847)] [KD 1.754 (1.905)] +2024-10-20 09:24:08,217 - Train: 81.24% [1016350/1251000] [812.4/1000.0] [batch_t 0.515 (0.419)] [data_t 0.170] [optim_t 0.345] [lr 0.000280] [CE 3.471 (3.854)] [KD 1.779 (1.901)] +2024-10-20 09:24:30,143 - Train: 81.25% [1016400/1251000] [812.5/1000.0] [batch_t 0.449 (0.438)] [data_t 0.015] [optim_t 0.434] [lr 0.000280] [CE 3.954 (3.857)] [KD 1.966 (1.892)] +2024-10-20 09:24:53,166 - Train: 81.25% [1016450/1251000] [812.5/1000.0] [batch_t 0.478 (0.460)] [data_t 0.015] [optim_t 0.462] [lr 0.000280] [CE 4.052 (3.836)] [KD 1.937 (1.896)] +2024-10-20 09:25:15,398 - Train: 81.25% [1016500/1251000] [812.5/1000.0] [batch_t 0.368 (0.445)] [data_t 0.016] [optim_t 0.352] [lr 0.000280] [CE 3.765 (3.852)] [KD 1.902 (1.922)] +2024-10-20 09:25:38,149 - Train: 81.26% [1016550/1251000] [812.6/1000.0] [batch_t 0.500 (0.455)] [data_t 0.015] [optim_t 0.485] [lr 0.000280] [CE 4.112 (3.871)] [KD 2.129 (1.926)] +2024-10-20 09:26:00,812 - Train: 81.26% [1016600/1251000] [812.6/1000.0] [batch_t 0.507 (0.453)] [data_t 0.015] [optim_t 0.491] [lr 0.000280] [CE 3.936 (3.830)] [KD 1.853 (1.923)] +2024-10-20 09:26:23,056 - Train: 81.27% [1016650/1251000] [812.7/1000.0] [batch_t 0.418 (0.445)] [data_t 0.015] [optim_t 0.402] [lr 0.000280] [CE 3.659 (3.880)] [KD 1.843 (1.922)] +2024-10-20 09:26:44,046 - Train: 81.27% [1016700/1251000] [812.7/1000.0] [batch_t 0.423 (0.420)] [data_t 0.016] [optim_t 0.408] [lr 0.000280] [CE 3.580 (3.858)] [KD 1.775 (1.909)] +2024-10-20 09:27:05,058 - Train: 81.27% [1016750/1251000] [812.7/1000.0] [batch_t 0.411 (0.420)] [data_t 0.016] [optim_t 0.396] [lr 0.000280] [CE 4.388 (3.837)] [KD 2.293 (1.915)] +2024-10-20 09:27:26,192 - Train: 81.28% [1016800/1251000] [812.8/1000.0] [batch_t 0.361 (0.423)] [data_t 0.016] [optim_t 0.346] [lr 0.000280] [CE 3.567 (3.777)] [KD 1.760 (1.869)] +2024-10-20 09:27:47,283 - Train: 81.28% [1016850/1251000] [812.8/1000.0] [batch_t 0.420 (0.422)] [data_t 0.015] [optim_t 0.405] [lr 0.000279] [CE 3.318 (3.826)] [KD 1.654 (1.902)] +2024-10-20 09:28:10,024 - Train: 81.29% [1016900/1251000] [812.9/1000.0] [batch_t 0.494 (0.455)] [data_t 0.015] [optim_t 0.479] [lr 0.000279] [CE 3.612 (3.805)] [KD 1.817 (1.912)] +2024-10-20 09:28:32,461 - Train: 81.29% [1016950/1251000] [812.9/1000.0] [batch_t 0.421 (0.449)] [data_t 0.016] [optim_t 0.405] [lr 0.000279] [CE 3.997 (3.842)] [KD 1.975 (1.897)] +2024-10-20 09:28:54,120 - Train: 81.29% [1017000/1251000] [812.9/1000.0] [batch_t 0.386 (0.433)] [data_t 0.016] [optim_t 0.370] [lr 0.000279] [CE 3.897 (3.795)] [KD 1.860 (1.880)] +2024-10-20 09:29:15,102 - Train: 81.30% [1017050/1251000] [813.0/1000.0] [batch_t 0.482 (0.420)] [data_t 0.015] [optim_t 0.467] [lr 0.000279] [CE 3.856 (3.748)] [KD 1.860 (1.876)] +2024-10-20 09:29:41,881 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 40875] [top5_cnt 47986] [top_all 50000] +2024-10-20 09:29:41,882 - net: 81.750 (95.972) +2024-10-20 09:30:03,669 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41501] [top5_cnt 48191] [top_all 50000] +2024-10-20 09:30:03,669 - net_E: 83.002 (96.382) +2024-10-20 09:30:03,831 - Max [top1: 81.792 (epoch: 809)] [top1-ema: 83.010 (epoch: 798)] +2024-10-20 09:30:03,831 - ==> Total time: 5 days, 9:48:12 Eta: 1 day, 5:51:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 09:30:25,439 - Train: 81.30% [1017100/1251000] [813.0/1000.0] [batch_t 0.363 (0.468)] [data_t 0.015] [optim_t 0.347] [lr 0.000279] [CE 4.008 (3.890)] [KD 2.117 (1.931)] +2024-10-20 09:30:48,386 - Train: 81.31% [1017150/1251000] [813.1/1000.0] [batch_t 0.493 (0.459)] [data_t 0.015] [optim_t 0.478] [lr 0.000279] [CE 3.646 (3.805)] [KD 1.831 (1.888)] +2024-10-20 09:31:10,560 - Train: 81.31% [1017200/1251000] [813.1/1000.0] [batch_t 0.475 (0.443)] [data_t 0.015] [optim_t 0.460] [lr 0.000279] [CE 4.114 (3.876)] [KD 2.151 (1.926)] +2024-10-20 09:31:32,794 - Train: 81.31% [1017250/1251000] [813.1/1000.0] [batch_t 0.444 (0.445)] [data_t 0.015] [optim_t 0.429] [lr 0.000279] [CE 3.728 (3.870)] [KD 1.944 (1.921)] +2024-10-20 09:31:55,175 - Train: 81.32% [1017300/1251000] [813.2/1000.0] [batch_t 0.485 (0.448)] [data_t 0.015] [optim_t 0.470] [lr 0.000278] [CE 3.754 (3.839)] [KD 1.893 (1.910)] +2024-10-20 09:32:17,535 - Train: 81.32% [1017350/1251000] [813.2/1000.0] [batch_t 0.453 (0.447)] [data_t 0.016] [optim_t 0.438] [lr 0.000278] [CE 4.278 (3.889)] [KD 1.968 (1.903)] +2024-10-20 09:32:39,467 - Train: 81.33% [1017400/1251000] [813.3/1000.0] [batch_t 0.480 (0.439)] [data_t 0.015] [optim_t 0.464] [lr 0.000278] [CE 4.211 (3.842)] [KD 2.149 (1.897)] +2024-10-20 09:33:01,162 - Train: 81.33% [1017450/1251000] [813.3/1000.0] [batch_t 0.433 (0.434)] [data_t 0.016] [optim_t 0.417] [lr 0.000278] [CE 3.542 (3.841)] [KD 1.812 (1.905)] +2024-10-20 09:33:22,406 - Train: 81.33% [1017500/1251000] [813.3/1000.0] [batch_t 0.413 (0.425)] [data_t 0.015] [optim_t 0.398] [lr 0.000278] [CE 3.505 (3.859)] [KD 1.738 (1.918)] +2024-10-20 09:33:43,694 - Train: 81.34% [1017550/1251000] [813.4/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.000278] [CE 4.057 (3.909)] [KD 2.162 (1.959)] +2024-10-20 09:34:04,787 - Train: 81.34% [1017600/1251000] [813.4/1000.0] [batch_t 0.428 (0.422)] [data_t 0.015] [optim_t 0.413] [lr 0.000278] [CE 3.977 (3.925)] [KD 1.931 (1.966)] +2024-10-20 09:34:26,006 - Train: 81.35% [1017650/1251000] [813.5/1000.0] [batch_t 0.558 (0.424)] [data_t 0.216] [optim_t 0.341] [lr 0.000278] [CE 3.537 (3.843)] [KD 1.743 (1.919)] +2024-10-20 09:34:48,050 - Train: 81.35% [1017700/1251000] [813.5/1000.0] [batch_t 0.430 (0.441)] [data_t 0.084] [optim_t 0.346] [lr 0.000278] [CE 4.280 (3.881)] [KD 2.077 (1.921)] +2024-10-20 09:35:10,062 - Train: 81.35% [1017750/1251000] [813.5/1000.0] [batch_t 0.454 (0.440)] [data_t 0.015] [optim_t 0.439] [lr 0.000278] [CE 3.516 (3.922)] [KD 1.675 (1.938)] +2024-10-20 09:35:32,278 - Train: 81.36% [1017800/1251000] [813.6/1000.0] [batch_t 0.517 (0.444)] [data_t 0.015] [optim_t 0.502] [lr 0.000277] [CE 3.193 (3.923)] [KD 1.637 (1.952)] +2024-10-20 09:35:54,120 - Train: 81.36% [1017850/1251000] [813.6/1000.0] [batch_t 0.365 (0.437)] [data_t 0.015] [optim_t 0.350] [lr 0.000277] [CE 3.603 (3.880)] [KD 1.821 (1.949)] +2024-10-20 09:36:15,699 - Train: 81.37% [1017900/1251000] [813.7/1000.0] [batch_t 0.449 (0.431)] [data_t 0.015] [optim_t 0.434] [lr 0.000277] [CE 4.345 (3.811)] [KD 2.140 (1.904)] +2024-10-20 09:36:37,201 - Train: 81.37% [1017950/1251000] [813.7/1000.0] [batch_t 0.364 (0.430)] [data_t 0.015] [optim_t 0.349] [lr 0.000277] [CE 3.562 (3.896)] [KD 1.656 (1.923)] +2024-10-20 09:36:58,490 - Train: 81.37% [1018000/1251000] [813.7/1000.0] [batch_t 0.417 (0.426)] [data_t 0.069] [optim_t 0.348] [lr 0.000277] [CE 3.415 (3.867)] [KD 1.660 (1.935)] +2024-10-20 09:37:20,370 - Train: 81.38% [1018050/1251000] [813.8/1000.0] [batch_t 0.363 (0.437)] [data_t 0.016] [optim_t 0.347] [lr 0.000277] [CE 4.188 (3.845)] [KD 2.194 (1.902)] +2024-10-20 09:37:41,967 - Train: 81.38% [1018100/1251000] [813.8/1000.0] [batch_t 0.372 (0.432)] [data_t 0.016] [optim_t 0.356] [lr 0.000277] [CE 3.254 (3.728)] [KD 1.783 (1.833)] +2024-10-20 09:38:03,924 - Train: 81.39% [1018150/1251000] [813.9/1000.0] [batch_t 0.367 (0.439)] [data_t 0.022] [optim_t 0.346] [lr 0.000277] [CE 4.047 (3.822)] [KD 2.023 (1.888)] +2024-10-20 09:38:25,981 - Train: 81.39% [1018200/1251000] [813.9/1000.0] [batch_t 0.367 (0.441)] [data_t 0.016] [optim_t 0.351] [lr 0.000277] [CE 3.926 (3.834)] [KD 1.965 (1.889)] +2024-10-20 09:38:48,216 - Train: 81.39% [1018250/1251000] [813.9/1000.0] [batch_t 0.400 (0.445)] [data_t 0.016] [optim_t 0.385] [lr 0.000277] [CE 3.627 (3.771)] [KD 1.819 (1.867)] +2024-10-20 09:39:10,443 - Train: 81.40% [1018300/1251000] [814.0/1000.0] [batch_t 0.448 (0.444)] [data_t 0.015] [optim_t 0.433] [lr 0.000276] [CE 4.027 (3.871)] [KD 1.914 (1.905)] +2024-10-20 09:39:36,661 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 40819] [top5_cnt 47972] [top_all 50000] +2024-10-20 09:39:36,662 - net: 81.638 (95.944) +2024-10-20 09:39:58,193 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.423)] [top1_cnt 41514] [top5_cnt 48184] [top_all 50000] +2024-10-20 09:39:58,193 - net_E: 83.028 (96.368) +2024-10-20 09:39:58,369 - Max [top1: 81.792 (epoch: 809)] [top1-ema: 83.028 (epoch: 814)] +2024-10-20 09:39:58,369 - ==> Total time: 5 days, 9:58:06 Eta: 1 day, 5:41:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 09:40:21,817 - Train: 81.40% [1018350/1251000] [814.0/1000.0] [batch_t 0.365 (0.415)] [data_t 0.015] [optim_t 0.350] [lr 0.000276] [CE 3.946 (3.833)] [KD 1.994 (1.877)] +2024-10-20 09:40:43,751 - Train: 81.41% [1018400/1251000] [814.1/1000.0] [batch_t 0.437 (0.439)] [data_t 0.016] [optim_t 0.422] [lr 0.000276] [CE 3.698 (3.862)] [KD 1.890 (1.907)] +2024-10-20 09:41:04,590 - Train: 81.41% [1018450/1251000] [814.1/1000.0] [batch_t 0.414 (0.417)] [data_t 0.016] [optim_t 0.399] [lr 0.000276] [CE 3.725 (3.880)] [KD 1.812 (1.921)] +2024-10-20 09:41:25,634 - Train: 81.41% [1018500/1251000] [814.1/1000.0] [batch_t 0.420 (0.421)] [data_t 0.016] [optim_t 0.405] [lr 0.000276] [CE 3.663 (3.827)] [KD 1.745 (1.904)] +2024-10-20 09:41:46,661 - Train: 81.42% [1018550/1251000] [814.2/1000.0] [batch_t 0.387 (0.420)] [data_t 0.015] [optim_t 0.372] [lr 0.000276] [CE 3.881 (3.804)] [KD 1.950 (1.902)] +2024-10-20 09:42:07,822 - Train: 81.42% [1018600/1251000] [814.2/1000.0] [batch_t 0.429 (0.423)] [data_t 0.015] [optim_t 0.414] [lr 0.000276] [CE 4.215 (3.814)] [KD 2.077 (1.890)] +2024-10-20 09:42:29,071 - Train: 81.43% [1018650/1251000] [814.3/1000.0] [batch_t 0.428 (0.425)] [data_t 0.086] [optim_t 0.342] [lr 0.000276] [CE 4.277 (3.817)] [KD 2.084 (1.897)] +2024-10-20 09:42:50,624 - Train: 81.43% [1018700/1251000] [814.3/1000.0] [batch_t 0.515 (0.431)] [data_t 0.170] [optim_t 0.345] [lr 0.000276] [CE 3.828 (3.859)] [KD 1.974 (1.930)] +2024-10-20 09:43:12,850 - Train: 81.43% [1018750/1251000] [814.3/1000.0] [batch_t 0.359 (0.444)] [data_t 0.015] [optim_t 0.343] [lr 0.000275] [CE 4.126 (3.855)] [KD 2.042 (1.909)] +2024-10-20 09:43:33,916 - Train: 81.44% [1018800/1251000] [814.4/1000.0] [batch_t 0.388 (0.421)] [data_t 0.042] [optim_t 0.346] [lr 0.000275] [CE 3.719 (3.863)] [KD 1.841 (1.904)] +2024-10-20 09:43:55,509 - Train: 81.44% [1018850/1251000] [814.4/1000.0] [batch_t 0.368 (0.432)] [data_t 0.016] [optim_t 0.353] [lr 0.000275] [CE 4.023 (3.809)] [KD 2.054 (1.904)] +2024-10-20 09:44:16,218 - Train: 81.45% [1018900/1251000] [814.5/1000.0] [batch_t 0.370 (0.414)] [data_t 0.016] [optim_t 0.355] [lr 0.000275] [CE 3.632 (3.855)] [KD 1.745 (1.903)] +2024-10-20 09:44:37,845 - Train: 81.45% [1018950/1251000] [814.5/1000.0] [batch_t 0.514 (0.432)] [data_t 0.167] [optim_t 0.347] [lr 0.000275] [CE 3.925 (3.881)] [KD 2.083 (1.920)] +2024-10-20 09:44:58,779 - Train: 81.45% [1019000/1251000] [814.5/1000.0] [batch_t 0.387 (0.419)] [data_t 0.026] [optim_t 0.361] [lr 0.000275] [CE 4.012 (3.768)] [KD 1.855 (1.876)] +2024-10-20 09:45:20,356 - Train: 81.46% [1019050/1251000] [814.6/1000.0] [batch_t 0.462 (0.431)] [data_t 0.114] [optim_t 0.349] [lr 0.000275] [CE 3.575 (3.850)] [KD 1.925 (1.911)] +2024-10-20 09:45:41,824 - Train: 81.46% [1019100/1251000] [814.6/1000.0] [batch_t 0.433 (0.429)] [data_t 0.080] [optim_t 0.352] [lr 0.000275] [CE 3.430 (3.796)] [KD 1.816 (1.882)] +2024-10-20 09:46:03,346 - Train: 81.47% [1019150/1251000] [814.7/1000.0] [batch_t 0.445 (0.430)] [data_t 0.099] [optim_t 0.346] [lr 0.000275] [CE 3.733 (3.810)] [KD 1.844 (1.897)] +2024-10-20 09:46:24,692 - Train: 81.47% [1019200/1251000] [814.7/1000.0] [batch_t 0.455 (0.427)] [data_t 0.111] [optim_t 0.344] [lr 0.000275] [CE 3.545 (3.897)] [KD 1.750 (1.939)] +2024-10-20 09:46:46,578 - Train: 81.47% [1019250/1251000] [814.7/1000.0] [batch_t 0.364 (0.438)] [data_t 0.015] [optim_t 0.349] [lr 0.000274] [CE 3.574 (3.843)] [KD 1.796 (1.902)] +2024-10-20 09:47:08,295 - Train: 81.48% [1019300/1251000] [814.8/1000.0] [batch_t 0.471 (0.434)] [data_t 0.015] [optim_t 0.455] [lr 0.000274] [CE 3.770 (3.795)] [KD 1.832 (1.872)] +2024-10-20 09:47:30,298 - Train: 81.48% [1019350/1251000] [814.8/1000.0] [batch_t 0.467 (0.440)] [data_t 0.015] [optim_t 0.452] [lr 0.000274] [CE 3.623 (3.833)] [KD 1.704 (1.906)] +2024-10-20 09:47:52,505 - Train: 81.49% [1019400/1251000] [814.9/1000.0] [batch_t 0.454 (0.444)] [data_t 0.016] [optim_t 0.439] [lr 0.000274] [CE 3.582 (3.834)] [KD 1.818 (1.911)] +2024-10-20 09:48:14,362 - Train: 81.49% [1019450/1251000] [814.9/1000.0] [batch_t 0.433 (0.437)] [data_t 0.015] [optim_t 0.417] [lr 0.000274] [CE 3.454 (3.906)] [KD 1.613 (1.929)] +2024-10-20 09:48:36,138 - Train: 81.49% [1019500/1251000] [814.9/1000.0] [batch_t 0.413 (0.435)] [data_t 0.016] [optim_t 0.397] [lr 0.000274] [CE 3.604 (3.855)] [KD 1.826 (1.913)] +2024-10-20 09:48:58,284 - Train: 81.50% [1019550/1251000] [815.0/1000.0] [batch_t 0.431 (0.443)] [data_t 0.030] [optim_t 0.401] [lr 0.000274] [CE 3.068 (3.872)] [KD 1.413 (1.932)] +2024-10-20 09:49:25,384 - Test (net): 100.00% [50/50] [batch_t 0.148 (0.424)] [top1_cnt 40788] [top5_cnt 47925] [top_all 50000] +2024-10-20 09:49:25,385 - net: 81.576 (95.850) +2024-10-20 09:49:47,165 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41503] [top5_cnt 48186] [top_all 50000] +2024-10-20 09:49:47,165 - net_E: 83.006 (96.372) +2024-10-20 09:49:47,352 - Max [top1: 81.792 (epoch: 809)] [top1-ema: 83.028 (epoch: 814)] +2024-10-20 09:49:47,352 - ==> Total time: 5 days, 10:07:55 Eta: 1 day, 5:32:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 09:50:06,472 - Train: 81.50% [1019600/1251000] [815.0/1000.0] [batch_t 0.366 (0.501)] [data_t 0.016] [optim_t 0.350] [lr 0.000274] [CE 3.639 (3.817)] [KD 1.742 (1.896)] +2024-10-20 09:50:27,788 - Train: 81.51% [1019650/1251000] [815.1/1000.0] [batch_t 0.722 (0.426)] [data_t 0.015] [optim_t 0.707] [lr 0.000274] [CE 3.809 (3.860)] [KD 1.918 (1.902)] +2024-10-20 09:50:49,155 - Train: 81.51% [1019700/1251000] [815.1/1000.0] [batch_t 0.608 (0.427)] [data_t 0.016] [optim_t 0.592] [lr 0.000274] [CE 3.404 (3.869)] [KD 1.670 (1.891)] +2024-10-20 09:51:09,802 - Train: 81.51% [1019750/1251000] [815.1/1000.0] [batch_t 0.432 (0.413)] [data_t 0.081] [optim_t 0.351] [lr 0.000273] [CE 3.313 (3.842)] [KD 1.614 (1.895)] +2024-10-20 09:51:31,130 - Train: 81.52% [1019800/1251000] [815.2/1000.0] [batch_t 0.530 (0.426)] [data_t 0.160] [optim_t 0.370] [lr 0.000273] [CE 3.253 (3.829)] [KD 1.552 (1.903)] +2024-10-20 09:51:53,002 - Train: 81.52% [1019850/1251000] [815.2/1000.0] [batch_t 0.401 (0.437)] [data_t 0.016] [optim_t 0.385] [lr 0.000273] [CE 3.916 (3.850)] [KD 1.859 (1.895)] +2024-10-20 09:52:14,593 - Train: 81.53% [1019900/1251000] [815.3/1000.0] [batch_t 0.474 (0.432)] [data_t 0.129] [optim_t 0.345] [lr 0.000273] [CE 3.842 (3.878)] [KD 1.879 (1.922)] +2024-10-20 09:52:36,331 - Train: 81.53% [1019950/1251000] [815.3/1000.0] [batch_t 0.440 (0.435)] [data_t 0.097] [optim_t 0.343] [lr 0.000273] [CE 3.745 (3.771)] [KD 1.878 (1.863)] +2024-10-20 09:52:57,890 - Train: 81.53% [1020000/1251000] [815.3/1000.0] [batch_t 0.504 (0.431)] [data_t 0.161] [optim_t 0.344] [lr 0.000273] [CE 4.135 (3.870)] [KD 2.051 (1.905)] +2024-10-20 09:53:19,083 - Train: 81.54% [1020050/1251000] [815.4/1000.0] [batch_t 0.391 (0.424)] [data_t 0.046] [optim_t 0.345] [lr 0.000273] [CE 3.421 (3.770)] [KD 1.642 (1.864)] +2024-10-20 09:53:40,882 - Train: 81.54% [1020100/1251000] [815.4/1000.0] [batch_t 0.490 (0.436)] [data_t 0.147] [optim_t 0.343] [lr 0.000273] [CE 3.793 (3.856)] [KD 1.762 (1.898)] +2024-10-20 09:54:02,783 - Train: 81.55% [1020150/1251000] [815.5/1000.0] [batch_t 0.413 (0.438)] [data_t 0.064] [optim_t 0.349] [lr 0.000273] [CE 3.564 (3.884)] [KD 1.754 (1.924)] +2024-10-20 09:54:25,416 - Train: 81.55% [1020200/1251000] [815.5/1000.0] [batch_t 0.361 (0.453)] [data_t 0.016] [optim_t 0.345] [lr 0.000273] [CE 3.851 (3.865)] [KD 2.007 (1.918)] +2024-10-20 09:54:46,890 - Train: 81.55% [1020250/1251000] [815.5/1000.0] [batch_t 0.412 (0.429)] [data_t 0.016] [optim_t 0.397] [lr 0.000272] [CE 4.235 (3.854)] [KD 2.183 (1.926)] +2024-10-20 09:55:09,072 - Train: 81.56% [1020300/1251000] [815.6/1000.0] [batch_t 0.431 (0.444)] [data_t 0.015] [optim_t 0.415] [lr 0.000272] [CE 3.704 (3.817)] [KD 1.784 (1.883)] +2024-10-20 09:55:31,105 - Train: 81.56% [1020350/1251000] [815.6/1000.0] [batch_t 0.401 (0.441)] [data_t 0.015] [optim_t 0.385] [lr 0.000272] [CE 3.558 (3.877)] [KD 1.832 (1.915)] +2024-10-20 09:55:53,681 - Train: 81.57% [1020400/1251000] [815.7/1000.0] [batch_t 0.390 (0.451)] [data_t 0.015] [optim_t 0.374] [lr 0.000272] [CE 3.929 (3.817)] [KD 2.070 (1.888)] +2024-10-20 09:56:15,966 - Train: 81.57% [1020450/1251000] [815.7/1000.0] [batch_t 0.445 (0.446)] [data_t 0.016] [optim_t 0.430] [lr 0.000272] [CE 3.774 (3.765)] [KD 1.787 (1.844)] +2024-10-20 09:56:37,225 - Train: 81.57% [1020500/1251000] [815.7/1000.0] [batch_t 0.391 (0.425)] [data_t 0.015] [optim_t 0.376] [lr 0.000272] [CE 3.950 (3.865)] [KD 1.966 (1.913)] +2024-10-20 09:56:59,525 - Train: 81.58% [1020550/1251000] [815.8/1000.0] [batch_t 0.432 (0.446)] [data_t 0.015] [optim_t 0.417] [lr 0.000272] [CE 3.282 (3.728)] [KD 1.516 (1.856)] +2024-10-20 09:57:21,715 - Train: 81.58% [1020600/1251000] [815.8/1000.0] [batch_t 0.432 (0.444)] [data_t 0.015] [optim_t 0.416] [lr 0.000272] [CE 3.845 (3.809)] [KD 1.885 (1.903)] +2024-10-20 09:57:42,914 - Train: 81.59% [1020650/1251000] [815.9/1000.0] [batch_t 0.457 (0.424)] [data_t 0.016] [optim_t 0.442] [lr 0.000272] [CE 3.424 (3.846)] [KD 1.716 (1.899)] +2024-10-20 09:58:03,874 - Train: 81.59% [1020700/1251000] [815.9/1000.0] [batch_t 0.413 (0.419)] [data_t 0.015] [optim_t 0.398] [lr 0.000272] [CE 4.117 (3.871)] [KD 1.984 (1.911)] +2024-10-20 09:58:25,198 - Train: 81.59% [1020750/1251000] [815.9/1000.0] [batch_t 0.385 (0.426)] [data_t 0.015] [optim_t 0.369] [lr 0.000271] [CE 3.972 (3.791)] [KD 1.997 (1.892)] +2024-10-20 09:58:47,263 - Train: 81.60% [1020800/1251000] [816.0/1000.0] [batch_t 0.443 (0.441)] [data_t 0.100] [optim_t 0.342] [lr 0.000271] [CE 3.822 (3.818)] [KD 1.785 (1.891)] +2024-10-20 09:59:15,074 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 40781] [top5_cnt 47944] [top_all 50000] +2024-10-20 09:59:15,075 - net: 81.562 (95.888) +2024-10-20 09:59:36,410 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.419)] [top1_cnt 41494] [top5_cnt 48178] [top_all 50000] +2024-10-20 09:59:36,410 - net_E: 82.988 (96.356) +2024-10-20 09:59:36,601 - Max [top1: 81.792 (epoch: 809)] [top1-ema: 83.028 (epoch: 814)] +2024-10-20 09:59:36,602 - ==> Total time: 5 days, 10:17:45 Eta: 1 day, 5:22:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 09:59:56,041 - Train: 81.60% [1020850/1251000] [816.0/1000.0] [batch_t 0.364 (0.532)] [data_t 0.015] [optim_t 0.349] [lr 0.000271] [CE 3.583 (3.774)] [KD 1.835 (1.888)] +2024-10-20 10:00:17,444 - Train: 81.61% [1020900/1251000] [816.1/1000.0] [batch_t 0.364 (0.428)] [data_t 0.015] [optim_t 0.348] [lr 0.000271] [CE 4.524 (3.849)] [KD 2.259 (1.898)] +2024-10-20 10:00:39,702 - Train: 81.61% [1020950/1251000] [816.1/1000.0] [batch_t 0.476 (0.445)] [data_t 0.015] [optim_t 0.461] [lr 0.000271] [CE 3.748 (3.790)] [KD 1.941 (1.867)] +2024-10-20 10:01:01,278 - Train: 81.61% [1021000/1251000] [816.1/1000.0] [batch_t 0.431 (0.431)] [data_t 0.015] [optim_t 0.416] [lr 0.000271] [CE 3.806 (3.827)] [KD 1.699 (1.882)] +2024-10-20 10:01:22,851 - Train: 81.62% [1021050/1251000] [816.2/1000.0] [batch_t 0.469 (0.431)] [data_t 0.015] [optim_t 0.454] [lr 0.000271] [CE 3.787 (3.771)] [KD 1.874 (1.868)] +2024-10-20 10:01:44,226 - Train: 81.62% [1021100/1251000] [816.2/1000.0] [batch_t 0.390 (0.427)] [data_t 0.015] [optim_t 0.375] [lr 0.000271] [CE 3.769 (3.891)] [KD 1.819 (1.926)] +2024-10-20 10:02:05,726 - Train: 81.63% [1021150/1251000] [816.3/1000.0] [batch_t 0.409 (0.430)] [data_t 0.015] [optim_t 0.394] [lr 0.000271] [CE 3.853 (3.876)] [KD 2.048 (1.917)] +2024-10-20 10:02:27,123 - Train: 81.63% [1021200/1251000] [816.3/1000.0] [batch_t 0.398 (0.428)] [data_t 0.015] [optim_t 0.382] [lr 0.000270] [CE 3.672 (3.735)] [KD 1.723 (1.851)] +2024-10-20 10:02:48,915 - Train: 81.63% [1021250/1251000] [816.3/1000.0] [batch_t 0.490 (0.436)] [data_t 0.015] [optim_t 0.475] [lr 0.000270] [CE 4.273 (3.769)] [KD 2.098 (1.850)] +2024-10-20 10:03:10,721 - Train: 81.64% [1021300/1251000] [816.4/1000.0] [batch_t 0.428 (0.436)] [data_t 0.015] [optim_t 0.412] [lr 0.000270] [CE 3.902 (3.840)] [KD 1.779 (1.899)] +2024-10-20 10:03:32,035 - Train: 81.64% [1021350/1251000] [816.4/1000.0] [batch_t 0.429 (0.426)] [data_t 0.015] [optim_t 0.414] [lr 0.000270] [CE 3.653 (3.878)] [KD 1.891 (1.925)] +2024-10-20 10:03:53,531 - Train: 81.65% [1021400/1251000] [816.5/1000.0] [batch_t 0.443 (0.430)] [data_t 0.015] [optim_t 0.427] [lr 0.000270] [CE 3.547 (3.781)] [KD 1.699 (1.866)] +2024-10-20 10:04:14,832 - Train: 81.65% [1021450/1251000] [816.5/1000.0] [batch_t 0.435 (0.426)] [data_t 0.015] [optim_t 0.420] [lr 0.000270] [CE 4.130 (3.793)] [KD 2.026 (1.868)] +2024-10-20 10:04:36,548 - Train: 81.65% [1021500/1251000] [816.5/1000.0] [batch_t 0.440 (0.434)] [data_t 0.015] [optim_t 0.424] [lr 0.000270] [CE 3.651 (3.805)] [KD 1.807 (1.884)] +2024-10-20 10:04:58,018 - Train: 81.66% [1021550/1251000] [816.6/1000.0] [batch_t 0.409 (0.429)] [data_t 0.015] [optim_t 0.393] [lr 0.000270] [CE 3.287 (3.880)] [KD 1.605 (1.917)] +2024-10-20 10:05:19,093 - Train: 81.66% [1021600/1251000] [816.6/1000.0] [batch_t 0.359 (0.421)] [data_t 0.016] [optim_t 0.344] [lr 0.000270] [CE 4.220 (3.853)] [KD 2.036 (1.885)] +2024-10-20 10:05:41,410 - Train: 81.67% [1021650/1251000] [816.7/1000.0] [batch_t 0.468 (0.446)] [data_t 0.015] [optim_t 0.453] [lr 0.000270] [CE 3.660 (3.867)] [KD 1.754 (1.935)] +2024-10-20 10:06:02,695 - Train: 81.67% [1021700/1251000] [816.7/1000.0] [batch_t 0.479 (0.426)] [data_t 0.015] [optim_t 0.463] [lr 0.000269] [CE 3.686 (3.863)] [KD 1.874 (1.911)] +2024-10-20 10:06:23,705 - Train: 81.67% [1021750/1251000] [816.7/1000.0] [batch_t 0.454 (0.420)] [data_t 0.016] [optim_t 0.438] [lr 0.000269] [CE 3.755 (3.806)] [KD 1.753 (1.868)] +2024-10-20 10:06:45,054 - Train: 81.68% [1021800/1251000] [816.8/1000.0] [batch_t 0.367 (0.427)] [data_t 0.015] [optim_t 0.351] [lr 0.000269] [CE 3.846 (3.837)] [KD 1.828 (1.900)] +2024-10-20 10:07:06,451 - Train: 81.68% [1021850/1251000] [816.8/1000.0] [batch_t 0.466 (0.428)] [data_t 0.016] [optim_t 0.450] [lr 0.000269] [CE 3.576 (3.874)] [KD 1.830 (1.889)] +2024-10-20 10:07:28,313 - Train: 81.69% [1021900/1251000] [816.9/1000.0] [batch_t 0.508 (0.437)] [data_t 0.016] [optim_t 0.492] [lr 0.000269] [CE 4.415 (3.799)] [KD 2.325 (1.872)] +2024-10-20 10:07:49,406 - Train: 81.69% [1021950/1251000] [816.9/1000.0] [batch_t 0.430 (0.422)] [data_t 0.016] [optim_t 0.414] [lr 0.000269] [CE 4.118 (3.843)] [KD 2.129 (1.906)] +2024-10-20 10:08:10,945 - Train: 81.69% [1022000/1251000] [816.9/1000.0] [batch_t 0.379 (0.431)] [data_t 0.016] [optim_t 0.363] [lr 0.000269] [CE 3.785 (3.880)] [KD 1.902 (1.923)] +2024-10-20 10:08:32,635 - Train: 81.70% [1022050/1251000] [817.0/1000.0] [batch_t 0.429 (0.434)] [data_t 0.016] [optim_t 0.414] [lr 0.000269] [CE 4.299 (3.892)] [KD 2.037 (1.917)] +2024-10-20 10:09:00,284 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.417)] [top1_cnt 40903] [top5_cnt 47929] [top_all 50000] +2024-10-20 10:09:00,284 - net: 81.806 (95.858) +2024-10-20 10:09:22,018 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41517] [top5_cnt 48187] [top_all 50000] +2024-10-20 10:09:22,018 - net_E: 83.034 (96.374) +2024-10-20 10:09:22,185 - Max [top1: 81.806 (epoch: 817)] [top1-ema: 83.034 (epoch: 817)] +2024-10-20 10:09:22,186 - ==> Total time: 5 days, 10:27:30 Eta: 1 day, 5:13:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 10:09:43,070 - Train: 81.70% [1022100/1251000] [817.0/1000.0] [batch_t 0.366 (0.456)] [data_t 0.015] [optim_t 0.351] [lr 0.000269] [CE 3.851 (3.710)] [KD 1.891 (1.824)] +2024-10-20 10:10:04,990 - Train: 81.71% [1022150/1251000] [817.1/1000.0] [batch_t 0.415 (0.438)] [data_t 0.015] [optim_t 0.400] [lr 0.000269] [CE 3.976 (3.834)] [KD 2.060 (1.879)] +2024-10-20 10:10:27,187 - Train: 81.71% [1022200/1251000] [817.1/1000.0] [batch_t 0.386 (0.444)] [data_t 0.015] [optim_t 0.371] [lr 0.000268] [CE 4.014 (3.905)] [KD 2.040 (1.919)] +2024-10-20 10:10:49,963 - Train: 81.71% [1022250/1251000] [817.1/1000.0] [batch_t 0.503 (0.455)] [data_t 0.015] [optim_t 0.488] [lr 0.000268] [CE 3.398 (3.753)] [KD 1.696 (1.831)] +2024-10-20 10:11:11,718 - Train: 81.72% [1022300/1251000] [817.2/1000.0] [batch_t 0.359 (0.435)] [data_t 0.015] [optim_t 0.344] [lr 0.000268] [CE 4.086 (3.835)] [KD 2.140 (1.913)] +2024-10-20 10:11:33,382 - Train: 81.72% [1022350/1251000] [817.2/1000.0] [batch_t 0.413 (0.433)] [data_t 0.015] [optim_t 0.397] [lr 0.000268] [CE 3.989 (3.803)] [KD 2.049 (1.872)] +2024-10-20 10:11:55,094 - Train: 81.73% [1022400/1251000] [817.3/1000.0] [batch_t 0.472 (0.434)] [data_t 0.015] [optim_t 0.457] [lr 0.000268] [CE 3.831 (3.865)] [KD 1.888 (1.914)] +2024-10-20 10:12:16,943 - Train: 81.73% [1022450/1251000] [817.3/1000.0] [batch_t 0.499 (0.437)] [data_t 0.016] [optim_t 0.483] [lr 0.000268] [CE 4.139 (3.846)] [KD 1.932 (1.897)] +2024-10-20 10:12:38,467 - Train: 81.73% [1022500/1251000] [817.3/1000.0] [batch_t 0.401 (0.430)] [data_t 0.015] [optim_t 0.386] [lr 0.000268] [CE 3.849 (3.845)] [KD 1.973 (1.898)] +2024-10-20 10:13:00,432 - Train: 81.74% [1022550/1251000] [817.4/1000.0] [batch_t 0.359 (0.439)] [data_t 0.015] [optim_t 0.344] [lr 0.000268] [CE 3.791 (3.852)] [KD 1.882 (1.918)] +2024-10-20 10:13:21,739 - Train: 81.74% [1022600/1251000] [817.4/1000.0] [batch_t 0.414 (0.426)] [data_t 0.015] [optim_t 0.398] [lr 0.000268] [CE 3.554 (3.806)] [KD 1.734 (1.886)] +2024-10-20 10:13:42,915 - Train: 81.75% [1022650/1251000] [817.5/1000.0] [batch_t 0.407 (0.423)] [data_t 0.015] [optim_t 0.391] [lr 0.000268] [CE 3.479 (3.753)] [KD 1.725 (1.850)] +2024-10-20 10:14:04,539 - Train: 81.75% [1022700/1251000] [817.5/1000.0] [batch_t 0.418 (0.432)] [data_t 0.015] [optim_t 0.403] [lr 0.000267] [CE 3.565 (3.873)] [KD 1.946 (1.892)] +2024-10-20 10:14:25,782 - Train: 81.75% [1022750/1251000] [817.5/1000.0] [batch_t 0.445 (0.425)] [data_t 0.015] [optim_t 0.430] [lr 0.000267] [CE 4.140 (3.846)] [KD 2.068 (1.894)] +2024-10-20 10:14:47,363 - Train: 81.76% [1022800/1251000] [817.6/1000.0] [batch_t 0.459 (0.432)] [data_t 0.015] [optim_t 0.443] [lr 0.000267] [CE 4.095 (3.829)] [KD 2.072 (1.887)] +2024-10-20 10:15:08,950 - Train: 81.76% [1022850/1251000] [817.6/1000.0] [batch_t 0.401 (0.432)] [data_t 0.016] [optim_t 0.386] [lr 0.000267] [CE 4.530 (3.881)] [KD 2.165 (1.927)] +2024-10-20 10:15:30,376 - Train: 81.77% [1022900/1251000] [817.7/1000.0] [batch_t 0.454 (0.428)] [data_t 0.015] [optim_t 0.439] [lr 0.000267] [CE 3.785 (3.799)] [KD 1.921 (1.863)] +2024-10-20 10:15:51,753 - Train: 81.77% [1022950/1251000] [817.7/1000.0] [batch_t 0.372 (0.427)] [data_t 0.015] [optim_t 0.356] [lr 0.000267] [CE 4.128 (3.891)] [KD 2.006 (1.928)] +2024-10-20 10:16:13,061 - Train: 81.77% [1023000/1251000] [817.7/1000.0] [batch_t 0.405 (0.426)] [data_t 0.015] [optim_t 0.390] [lr 0.000267] [CE 4.049 (3.813)] [KD 1.995 (1.894)] +2024-10-20 10:16:34,434 - Train: 81.78% [1023050/1251000] [817.8/1000.0] [batch_t 0.390 (0.427)] [data_t 0.016] [optim_t 0.375] [lr 0.000267] [CE 3.994 (3.872)] [KD 2.089 (1.917)] +2024-10-20 10:16:55,930 - Train: 81.78% [1023100/1251000] [817.8/1000.0] [batch_t 0.433 (0.430)] [data_t 0.015] [optim_t 0.418] [lr 0.000267] [CE 3.673 (3.860)] [KD 1.765 (1.914)] +2024-10-20 10:17:17,587 - Train: 81.79% [1023150/1251000] [817.9/1000.0] [batch_t 0.362 (0.433)] [data_t 0.016] [optim_t 0.346] [lr 0.000267] [CE 3.368 (3.846)] [KD 1.701 (1.904)] +2024-10-20 10:17:38,980 - Train: 81.79% [1023200/1251000] [817.9/1000.0] [batch_t 0.431 (0.428)] [data_t 0.015] [optim_t 0.415] [lr 0.000266] [CE 4.468 (3.861)] [KD 2.131 (1.895)] +2024-10-20 10:18:00,694 - Train: 81.79% [1023250/1251000] [817.9/1000.0] [batch_t 0.504 (0.434)] [data_t 0.015] [optim_t 0.488] [lr 0.000266] [CE 3.840 (3.888)] [KD 1.886 (1.910)] +2024-10-20 10:18:22,128 - Train: 81.80% [1023300/1251000] [818.0/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.349] [lr 0.000266] [CE 3.256 (3.841)] [KD 1.591 (1.909)] +2024-10-20 10:18:50,164 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 40908] [top5_cnt 47968] [top_all 50000] +2024-10-20 10:18:50,164 - net: 81.816 (95.936) +2024-10-20 10:19:11,747 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41518] [top5_cnt 48197] [top_all 50000] +2024-10-20 10:19:11,748 - net_E: 83.036 (96.394) +2024-10-20 10:19:11,918 - Max [top1: 81.816 (epoch: 818)] [top1-ema: 83.036 (epoch: 818)] +2024-10-20 10:19:11,918 - ==> Total time: 5 days, 10:37:20 Eta: 1 day, 5:03:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 10:19:32,843 - Train: 81.80% [1023350/1251000] [818.0/1000.0] [batch_t 0.362 (0.431)] [data_t 0.015] [optim_t 0.347] [lr 0.000266] [CE 3.577 (3.941)] [KD 1.658 (1.940)] +2024-10-20 10:19:54,574 - Train: 81.81% [1023400/1251000] [818.1/1000.0] [batch_t 0.448 (0.434)] [data_t 0.104] [optim_t 0.345] [lr 0.000266] [CE 4.149 (3.825)] [KD 2.065 (1.863)] +2024-10-20 10:20:16,536 - Train: 81.81% [1023450/1251000] [818.1/1000.0] [batch_t 0.366 (0.439)] [data_t 0.016] [optim_t 0.350] [lr 0.000266] [CE 3.513 (3.810)] [KD 1.799 (1.863)] +2024-10-20 10:20:36,959 - Train: 81.81% [1023500/1251000] [818.1/1000.0] [batch_t 0.361 (0.408)] [data_t 0.015] [optim_t 0.346] [lr 0.000266] [CE 3.884 (3.869)] [KD 1.824 (1.904)] +2024-10-20 10:20:58,097 - Train: 81.82% [1023550/1251000] [818.2/1000.0] [batch_t 0.456 (0.423)] [data_t 0.016] [optim_t 0.440] [lr 0.000266] [CE 4.024 (3.848)] [KD 1.998 (1.915)] +2024-10-20 10:21:20,007 - Train: 81.82% [1023600/1251000] [818.2/1000.0] [batch_t 0.401 (0.438)] [data_t 0.016] [optim_t 0.385] [lr 0.000266] [CE 3.826 (3.869)] [KD 1.889 (1.908)] +2024-10-20 10:21:41,715 - Train: 81.83% [1023650/1251000] [818.3/1000.0] [batch_t 0.362 (0.434)] [data_t 0.016] [optim_t 0.346] [lr 0.000266] [CE 4.246 (3.842)] [KD 2.137 (1.884)] +2024-10-20 10:22:02,481 - Train: 81.83% [1023700/1251000] [818.3/1000.0] [batch_t 0.371 (0.415)] [data_t 0.016] [optim_t 0.356] [lr 0.000265] [CE 3.801 (3.802)] [KD 1.735 (1.860)] +2024-10-20 10:22:24,207 - Train: 81.83% [1023750/1251000] [818.3/1000.0] [batch_t 0.428 (0.434)] [data_t 0.015] [optim_t 0.413] [lr 0.000265] [CE 4.305 (3.824)] [KD 2.147 (1.877)] +2024-10-20 10:22:45,949 - Train: 81.84% [1023800/1251000] [818.4/1000.0] [batch_t 0.446 (0.435)] [data_t 0.016] [optim_t 0.430] [lr 0.000265] [CE 4.125 (3.861)] [KD 2.031 (1.874)] +2024-10-20 10:23:07,815 - Train: 81.84% [1023850/1251000] [818.4/1000.0] [batch_t 0.450 (0.437)] [data_t 0.016] [optim_t 0.434] [lr 0.000265] [CE 4.068 (3.872)] [KD 2.136 (1.899)] +2024-10-20 10:23:29,551 - Train: 81.85% [1023900/1251000] [818.5/1000.0] [batch_t 0.400 (0.435)] [data_t 0.016] [optim_t 0.385] [lr 0.000265] [CE 3.516 (3.829)] [KD 1.776 (1.868)] +2024-10-20 10:23:50,934 - Train: 81.85% [1023950/1251000] [818.5/1000.0] [batch_t 0.381 (0.428)] [data_t 0.016] [optim_t 0.365] [lr 0.000265] [CE 4.176 (3.842)] [KD 2.134 (1.895)] +2024-10-20 10:24:12,200 - Train: 81.85% [1024000/1251000] [818.5/1000.0] [batch_t 0.424 (0.425)] [data_t 0.015] [optim_t 0.408] [lr 0.000265] [CE 3.262 (3.787)] [KD 1.624 (1.879)] +2024-10-20 10:24:33,397 - Train: 81.86% [1024050/1251000] [818.6/1000.0] [batch_t 0.440 (0.424)] [data_t 0.016] [optim_t 0.424] [lr 0.000265] [CE 4.183 (3.849)] [KD 2.049 (1.904)] +2024-10-20 10:24:54,588 - Train: 81.86% [1024100/1251000] [818.6/1000.0] [batch_t 0.366 (0.424)] [data_t 0.016] [optim_t 0.350] [lr 0.000265] [CE 4.028 (3.919)] [KD 1.943 (1.923)] +2024-10-20 10:25:16,489 - Train: 81.87% [1024150/1251000] [818.7/1000.0] [batch_t 0.457 (0.438)] [data_t 0.016] [optim_t 0.442] [lr 0.000265] [CE 3.533 (3.774)] [KD 1.646 (1.847)] +2024-10-20 10:25:37,996 - Train: 81.87% [1024200/1251000] [818.7/1000.0] [batch_t 0.552 (0.430)] [data_t 0.016] [optim_t 0.536] [lr 0.000264] [CE 4.212 (3.878)] [KD 2.359 (1.924)] +2024-10-20 10:25:59,548 - Train: 81.87% [1024250/1251000] [818.7/1000.0] [batch_t 0.387 (0.431)] [data_t 0.016] [optim_t 0.372] [lr 0.000264] [CE 3.801 (3.836)] [KD 1.777 (1.876)] +2024-10-20 10:26:20,741 - Train: 81.88% [1024300/1251000] [818.8/1000.0] [batch_t 0.413 (0.424)] [data_t 0.015] [optim_t 0.398] [lr 0.000264] [CE 4.004 (3.777)] [KD 1.953 (1.867)] +2024-10-20 10:26:42,596 - Train: 81.88% [1024350/1251000] [818.8/1000.0] [batch_t 0.546 (0.437)] [data_t 0.016] [optim_t 0.531] [lr 0.000264] [CE 3.878 (3.847)] [KD 1.977 (1.894)] +2024-10-20 10:27:04,336 - Train: 81.89% [1024400/1251000] [818.9/1000.0] [batch_t 0.402 (0.435)] [data_t 0.015] [optim_t 0.386] [lr 0.000264] [CE 3.842 (3.850)] [KD 1.880 (1.903)] +2024-10-20 10:27:26,259 - Train: 81.89% [1024450/1251000] [818.9/1000.0] [batch_t 0.363 (0.438)] [data_t 0.016] [optim_t 0.347] [lr 0.000264] [CE 3.428 (3.818)] [KD 1.746 (1.885)] +2024-10-20 10:27:47,788 - Train: 81.89% [1024500/1251000] [818.9/1000.0] [batch_t 0.486 (0.430)] [data_t 0.016] [optim_t 0.471] [lr 0.000264] [CE 3.614 (3.827)] [KD 1.752 (1.897)] +2024-10-20 10:28:08,881 - Train: 81.90% [1024550/1251000] [819.0/1000.0] [batch_t 0.440 (0.422)] [data_t 0.015] [optim_t 0.425] [lr 0.000264] [CE 4.024 (3.805)] [KD 2.024 (1.876)] +2024-10-20 10:28:37,240 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.416)] [top1_cnt 40926] [top5_cnt 47913] [top_all 50000] +2024-10-20 10:28:37,240 - net: 81.852 (95.826) +2024-10-20 10:28:58,430 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 41495] [top5_cnt 48193] [top_all 50000] +2024-10-20 10:28:58,431 - net_E: 82.990 (96.386) +2024-10-20 10:28:58,617 - Max [top1: 81.852 (epoch: 819)] [top1-ema: 83.036 (epoch: 818)] +2024-10-20 10:28:58,617 - ==> Total time: 5 days, 10:47:07 Eta: 1 day, 4:54:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 10:29:20,146 - Train: 81.90% [1024600/1251000] [819.0/1000.0] [batch_t 0.366 (0.420)] [data_t 0.016] [optim_t 0.350] [lr 0.000264] [CE 3.306 (3.758)] [KD 1.585 (1.836)] +2024-10-20 10:29:41,072 - Train: 81.91% [1024650/1251000] [819.1/1000.0] [batch_t 0.843 (0.418)] [data_t 0.499] [optim_t 0.344] [lr 0.000264] [CE 4.046 (3.794)] [KD 1.993 (1.859)] +2024-10-20 10:30:02,150 - Train: 81.91% [1024700/1251000] [819.1/1000.0] [batch_t 0.435 (0.421)] [data_t 0.088] [optim_t 0.346] [lr 0.000263] [CE 3.912 (3.854)] [KD 1.960 (1.914)] +2024-10-20 10:30:23,189 - Train: 81.91% [1024750/1251000] [819.1/1000.0] [batch_t 0.473 (0.421)] [data_t 0.016] [optim_t 0.457] [lr 0.000263] [CE 3.887 (3.852)] [KD 1.859 (1.892)] +2024-10-20 10:30:45,289 - Train: 81.92% [1024800/1251000] [819.2/1000.0] [batch_t 0.412 (0.442)] [data_t 0.015] [optim_t 0.396] [lr 0.000263] [CE 4.209 (3.829)] [KD 2.216 (1.885)] +2024-10-20 10:31:07,175 - Train: 81.92% [1024850/1251000] [819.2/1000.0] [batch_t 0.406 (0.438)] [data_t 0.015] [optim_t 0.391] [lr 0.000263] [CE 3.551 (3.853)] [KD 1.761 (1.895)] +2024-10-20 10:31:28,909 - Train: 81.93% [1024900/1251000] [819.3/1000.0] [batch_t 0.511 (0.435)] [data_t 0.015] [optim_t 0.495] [lr 0.000263] [CE 4.080 (3.795)] [KD 1.938 (1.861)] +2024-10-20 10:31:50,500 - Train: 81.93% [1024950/1251000] [819.3/1000.0] [batch_t 0.449 (0.432)] [data_t 0.016] [optim_t 0.434] [lr 0.000263] [CE 4.074 (3.752)] [KD 1.978 (1.853)] +2024-10-20 10:32:12,171 - Train: 81.93% [1025000/1251000] [819.3/1000.0] [batch_t 0.364 (0.433)] [data_t 0.015] [optim_t 0.349] [lr 0.000263] [CE 3.564 (3.889)] [KD 1.861 (1.919)] +2024-10-20 10:32:33,693 - Train: 81.94% [1025050/1251000] [819.4/1000.0] [batch_t 0.406 (0.430)] [data_t 0.015] [optim_t 0.391] [lr 0.000263] [CE 3.280 (3.816)] [KD 1.682 (1.893)] +2024-10-20 10:32:55,204 - Train: 81.94% [1025100/1251000] [819.4/1000.0] [batch_t 0.487 (0.430)] [data_t 0.015] [optim_t 0.472] [lr 0.000263] [CE 3.951 (3.862)] [KD 1.908 (1.910)] +2024-10-20 10:33:17,163 - Train: 81.95% [1025150/1251000] [819.5/1000.0] [batch_t 0.432 (0.439)] [data_t 0.016] [optim_t 0.416] [lr 0.000263] [CE 4.276 (3.856)] [KD 2.167 (1.899)] +2024-10-20 10:33:38,938 - Train: 81.95% [1025200/1251000] [819.5/1000.0] [batch_t 0.475 (0.435)] [data_t 0.015] [optim_t 0.459] [lr 0.000262] [CE 4.147 (3.793)] [KD 2.028 (1.862)] +2024-10-20 10:34:00,686 - Train: 81.95% [1025250/1251000] [819.5/1000.0] [batch_t 0.387 (0.435)] [data_t 0.015] [optim_t 0.371] [lr 0.000262] [CE 3.817 (3.811)] [KD 1.874 (1.885)] +2024-10-20 10:34:22,458 - Train: 81.96% [1025300/1251000] [819.6/1000.0] [batch_t 0.386 (0.435)] [data_t 0.015] [optim_t 0.371] [lr 0.000262] [CE 4.256 (3.870)] [KD 2.146 (1.905)] +2024-10-20 10:34:43,809 - Train: 81.96% [1025350/1251000] [819.6/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.000262] [CE 3.994 (3.757)] [KD 2.020 (1.869)] +2024-10-20 10:35:05,599 - Train: 81.97% [1025400/1251000] [819.7/1000.0] [batch_t 0.403 (0.436)] [data_t 0.015] [optim_t 0.387] [lr 0.000262] [CE 3.840 (3.837)] [KD 1.790 (1.890)] +2024-10-20 10:35:27,109 - Train: 81.97% [1025450/1251000] [819.7/1000.0] [batch_t 0.388 (0.430)] [data_t 0.015] [optim_t 0.372] [lr 0.000262] [CE 4.278 (3.840)] [KD 2.265 (1.889)] +2024-10-20 10:35:48,837 - Train: 81.97% [1025500/1251000] [819.7/1000.0] [batch_t 0.462 (0.434)] [data_t 0.016] [optim_t 0.446] [lr 0.000262] [CE 4.079 (3.815)] [KD 1.977 (1.881)] +2024-10-20 10:36:10,875 - Train: 81.98% [1025550/1251000] [819.8/1000.0] [batch_t 0.413 (0.441)] [data_t 0.015] [optim_t 0.397] [lr 0.000262] [CE 3.585 (3.854)] [KD 1.852 (1.896)] +2024-10-20 10:36:32,785 - Train: 81.98% [1025600/1251000] [819.8/1000.0] [batch_t 0.408 (0.438)] [data_t 0.015] [optim_t 0.393] [lr 0.000262] [CE 3.701 (3.833)] [KD 1.728 (1.888)] +2024-10-20 10:36:54,856 - Train: 81.99% [1025650/1251000] [819.9/1000.0] [batch_t 0.365 (0.441)] [data_t 0.015] [optim_t 0.350] [lr 0.000262] [CE 3.923 (3.891)] [KD 1.919 (1.921)] +2024-10-20 10:37:16,887 - Train: 81.99% [1025700/1251000] [819.9/1000.0] [batch_t 0.413 (0.441)] [data_t 0.016] [optim_t 0.397] [lr 0.000261] [CE 4.041 (3.893)] [KD 2.118 (1.898)] +2024-10-20 10:37:38,300 - Train: 81.99% [1025750/1251000] [819.9/1000.0] [batch_t 0.423 (0.428)] [data_t 0.015] [optim_t 0.407] [lr 0.000261] [CE 4.340 (3.833)] [KD 2.118 (1.874)] +2024-10-20 10:37:59,916 - Train: 82.00% [1025800/1251000] [820.0/1000.0] [batch_t 0.431 (0.432)] [data_t 0.016] [optim_t 0.415] [lr 0.000261] [CE 3.952 (3.831)] [KD 1.976 (1.889)] +2024-10-20 10:38:30,056 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.440)] [top1_cnt 40893] [top5_cnt 47961] [top_all 50000] +2024-10-20 10:38:30,057 - net: 81.786 (95.922) +2024-10-20 10:38:51,545 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 41514] [top5_cnt 48202] [top_all 50000] +2024-10-20 10:38:51,545 - net_E: 83.028 (96.404) +2024-10-20 10:38:51,710 - Max [top1: 81.852 (epoch: 819)] [top1-ema: 83.036 (epoch: 818)] +2024-10-20 10:38:51,711 - ==> Total time: 5 days, 10:57:00 Eta: 1 day, 4:44:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 10:39:09,215 - Train: 82.00% [1025850/1251000] [820.0/1000.0] [batch_t 0.363 (0.533)] [data_t 0.015] [optim_t 0.347] [lr 0.000261] [CE 3.451 (3.722)] [KD 1.636 (1.812)] +2024-10-20 10:39:30,373 - Train: 82.01% [1025900/1251000] [820.1/1000.0] [batch_t 0.431 (0.423)] [data_t 0.015] [optim_t 0.415] [lr 0.000261] [CE 3.893 (3.810)] [KD 1.828 (1.865)] +2024-10-20 10:39:52,233 - Train: 82.01% [1025950/1251000] [820.1/1000.0] [batch_t 0.367 (0.437)] [data_t 0.016] [optim_t 0.352] [lr 0.000261] [CE 3.400 (3.821)] [KD 1.662 (1.876)] +2024-10-20 10:40:14,393 - Train: 82.01% [1026000/1251000] [820.1/1000.0] [batch_t 0.499 (0.443)] [data_t 0.015] [optim_t 0.484] [lr 0.000261] [CE 3.758 (3.869)] [KD 1.817 (1.897)] +2024-10-20 10:40:36,721 - Train: 82.02% [1026050/1251000] [820.2/1000.0] [batch_t 0.522 (0.446)] [data_t 0.015] [optim_t 0.507] [lr 0.000261] [CE 4.545 (3.855)] [KD 2.306 (1.883)] +2024-10-20 10:40:58,845 - Train: 82.02% [1026100/1251000] [820.2/1000.0] [batch_t 0.429 (0.442)] [data_t 0.015] [optim_t 0.414] [lr 0.000261] [CE 3.887 (3.837)] [KD 1.787 (1.868)] +2024-10-20 10:41:20,827 - Train: 82.03% [1026150/1251000] [820.3/1000.0] [batch_t 0.496 (0.440)] [data_t 0.015] [optim_t 0.481] [lr 0.000261] [CE 4.226 (3.941)] [KD 2.119 (1.936)] +2024-10-20 10:41:42,842 - Train: 82.03% [1026200/1251000] [820.3/1000.0] [batch_t 0.368 (0.440)] [data_t 0.015] [optim_t 0.352] [lr 0.000260] [CE 4.114 (3.870)] [KD 2.087 (1.876)] +2024-10-20 10:42:04,020 - Train: 82.03% [1026250/1251000] [820.3/1000.0] [batch_t 0.434 (0.423)] [data_t 0.015] [optim_t 0.419] [lr 0.000260] [CE 3.727 (3.832)] [KD 1.723 (1.870)] +2024-10-20 10:42:24,950 - Train: 82.04% [1026300/1251000] [820.4/1000.0] [batch_t 0.415 (0.418)] [data_t 0.015] [optim_t 0.399] [lr 0.000260] [CE 3.523 (3.829)] [KD 1.750 (1.875)] +2024-10-20 10:42:46,194 - Train: 82.04% [1026350/1251000] [820.4/1000.0] [batch_t 0.384 (0.425)] [data_t 0.015] [optim_t 0.369] [lr 0.000260] [CE 3.907 (3.866)] [KD 1.901 (1.886)] +2024-10-20 10:43:08,111 - Train: 82.05% [1026400/1251000] [820.5/1000.0] [batch_t 0.465 (0.438)] [data_t 0.015] [optim_t 0.450] [lr 0.000260] [CE 3.588 (3.795)] [KD 1.742 (1.848)] +2024-10-20 10:43:30,037 - Train: 82.05% [1026450/1251000] [820.5/1000.0] [batch_t 0.364 (0.438)] [data_t 0.016] [optim_t 0.349] [lr 0.000260] [CE 4.321 (3.836)] [KD 2.108 (1.865)] +2024-10-20 10:43:51,533 - Train: 82.05% [1026500/1251000] [820.5/1000.0] [batch_t 0.440 (0.430)] [data_t 0.015] [optim_t 0.424] [lr 0.000260] [CE 3.764 (3.802)] [KD 1.843 (1.893)] +2024-10-20 10:44:13,361 - Train: 82.06% [1026550/1251000] [820.6/1000.0] [batch_t 0.910 (0.436)] [data_t 0.015] [optim_t 0.895] [lr 0.000260] [CE 3.695 (3.839)] [KD 1.683 (1.867)] +2024-10-20 10:44:33,965 - Train: 82.06% [1026600/1251000] [820.6/1000.0] [batch_t 0.365 (0.412)] [data_t 0.015] [optim_t 0.350] [lr 0.000260] [CE 3.862 (3.829)] [KD 1.985 (1.873)] +2024-10-20 10:44:55,298 - Train: 82.07% [1026650/1251000] [820.7/1000.0] [batch_t 0.487 (0.427)] [data_t 0.140] [optim_t 0.348] [lr 0.000260] [CE 4.417 (3.837)] [KD 2.135 (1.857)] +2024-10-20 10:45:17,404 - Train: 82.07% [1026700/1251000] [820.7/1000.0] [batch_t 0.362 (0.442)] [data_t 0.015] [optim_t 0.347] [lr 0.000259] [CE 4.239 (3.794)] [KD 1.998 (1.880)] +2024-10-20 10:45:39,417 - Train: 82.07% [1026750/1251000] [820.7/1000.0] [batch_t 0.403 (0.440)] [data_t 0.016] [optim_t 0.388] [lr 0.000259] [CE 3.366 (3.831)] [KD 1.678 (1.876)] +2024-10-20 10:46:00,469 - Train: 82.08% [1026800/1251000] [820.8/1000.0] [batch_t 0.435 (0.421)] [data_t 0.088] [optim_t 0.347] [lr 0.000259] [CE 3.643 (3.833)] [KD 1.664 (1.877)] +2024-10-20 10:46:22,329 - Train: 82.08% [1026850/1251000] [820.8/1000.0] [batch_t 0.453 (0.437)] [data_t 0.108] [optim_t 0.344] [lr 0.000259] [CE 3.713 (3.880)] [KD 1.836 (1.921)] +2024-10-20 10:46:44,309 - Train: 82.09% [1026900/1251000] [820.9/1000.0] [batch_t 0.455 (0.439)] [data_t 0.112] [optim_t 0.343] [lr 0.000259] [CE 3.542 (3.846)] [KD 1.845 (1.907)] +2024-10-20 10:47:05,779 - Train: 82.09% [1026950/1251000] [820.9/1000.0] [batch_t 0.413 (0.429)] [data_t 0.069] [optim_t 0.344] [lr 0.000259] [CE 3.992 (3.833)] [KD 1.873 (1.876)] +2024-10-20 10:47:27,097 - Train: 82.09% [1027000/1251000] [820.9/1000.0] [batch_t 0.410 (0.426)] [data_t 0.066] [optim_t 0.345] [lr 0.000259] [CE 3.408 (3.837)] [KD 1.654 (1.884)] +2024-10-20 10:47:48,526 - Train: 82.10% [1027050/1251000] [821.0/1000.0] [batch_t 0.421 (0.428)] [data_t 0.077] [optim_t 0.344] [lr 0.000259] [CE 4.012 (3.872)] [KD 1.964 (1.907)] +2024-10-20 10:48:19,280 - Test (net): 100.00% [50/50] [batch_t 0.145 (0.438)] [top1_cnt 40857] [top5_cnt 47993] [top_all 50000] +2024-10-20 10:48:19,280 - net: 81.714 (95.986) +2024-10-20 10:48:40,944 - Test (net_E): 100.00% [50/50] [batch_t 0.136 (0.426)] [top1_cnt 41521] [top5_cnt 48222] [top_all 50000] +2024-10-20 10:48:40,945 - net_E: 83.042 (96.444) +2024-10-20 10:48:41,100 - Max [top1: 81.852 (epoch: 819)] [top1-ema: 83.042 (epoch: 821)] +2024-10-20 10:48:41,100 - ==> Total time: 5 days, 11:06:49 Eta: 1 day, 4:35:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 10:48:58,952 - Train: 82.10% [1027100/1251000] [821.0/1000.0] [batch_t 0.360 (0.468)] [data_t 0.015] [optim_t 0.345] [lr 0.000259] [CE 3.747 (3.888)] [KD 1.801 (1.916)] +2024-10-20 10:49:19,790 - Train: 82.11% [1027150/1251000] [821.1/1000.0] [batch_t 0.361 (0.417)] [data_t 0.015] [optim_t 0.346] [lr 0.000259] [CE 3.546 (3.824)] [KD 1.778 (1.863)] +2024-10-20 10:49:41,710 - Train: 82.11% [1027200/1251000] [821.1/1000.0] [batch_t 0.456 (0.438)] [data_t 0.015] [optim_t 0.440] [lr 0.000258] [CE 3.779 (3.856)] [KD 1.840 (1.884)] +2024-10-20 10:50:03,968 - Train: 82.11% [1027250/1251000] [821.1/1000.0] [batch_t 0.394 (0.445)] [data_t 0.015] [optim_t 0.379] [lr 0.000258] [CE 4.260 (3.867)] [KD 2.101 (1.872)] +2024-10-20 10:50:25,276 - Train: 82.12% [1027300/1251000] [821.2/1000.0] [batch_t 0.432 (0.426)] [data_t 0.015] [optim_t 0.417] [lr 0.000258] [CE 3.389 (3.828)] [KD 1.577 (1.861)] +2024-10-20 10:50:46,666 - Train: 82.12% [1027350/1251000] [821.2/1000.0] [batch_t 0.364 (0.428)] [data_t 0.015] [optim_t 0.349] [lr 0.000258] [CE 3.874 (3.824)] [KD 1.893 (1.881)] +2024-10-20 10:51:08,170 - Train: 82.13% [1027400/1251000] [821.3/1000.0] [batch_t 0.414 (0.430)] [data_t 0.015] [optim_t 0.399] [lr 0.000258] [CE 3.941 (3.870)] [KD 1.988 (1.883)] +2024-10-20 10:51:29,489 - Train: 82.13% [1027450/1251000] [821.3/1000.0] [batch_t 0.459 (0.426)] [data_t 0.015] [optim_t 0.443] [lr 0.000258] [CE 3.623 (3.827)] [KD 1.741 (1.872)] +2024-10-20 10:51:51,249 - Train: 82.13% [1027500/1251000] [821.3/1000.0] [batch_t 0.452 (0.435)] [data_t 0.015] [optim_t 0.437] [lr 0.000258] [CE 3.491 (3.815)] [KD 1.617 (1.858)] +2024-10-20 10:52:12,386 - Train: 82.14% [1027550/1251000] [821.4/1000.0] [batch_t 0.375 (0.423)] [data_t 0.015] [optim_t 0.360] [lr 0.000258] [CE 3.408 (3.827)] [KD 1.743 (1.885)] +2024-10-20 10:52:34,267 - Train: 82.14% [1027600/1251000] [821.4/1000.0] [batch_t 0.426 (0.438)] [data_t 0.081] [optim_t 0.345] [lr 0.000258] [CE 3.758 (3.810)] [KD 1.829 (1.858)] +2024-10-20 10:52:55,795 - Train: 82.15% [1027650/1251000] [821.5/1000.0] [batch_t 0.432 (0.430)] [data_t 0.087] [optim_t 0.344] [lr 0.000258] [CE 3.943 (3.859)] [KD 1.941 (1.897)] +2024-10-20 10:53:17,861 - Train: 82.15% [1027700/1251000] [821.5/1000.0] [batch_t 0.429 (0.441)] [data_t 0.079] [optim_t 0.350] [lr 0.000257] [CE 3.879 (3.725)] [KD 1.975 (1.843)] +2024-10-20 10:53:38,488 - Train: 82.15% [1027750/1251000] [821.5/1000.0] [batch_t 0.424 (0.412)] [data_t 0.074] [optim_t 0.349] [lr 0.000257] [CE 3.004 (3.830)] [KD 1.415 (1.879)] +2024-10-20 10:53:59,998 - Train: 82.16% [1027800/1251000] [821.6/1000.0] [batch_t 0.491 (0.430)] [data_t 0.015] [optim_t 0.476] [lr 0.000257] [CE 4.094 (3.770)] [KD 2.006 (1.845)] +2024-10-20 10:54:21,514 - Train: 82.16% [1027850/1251000] [821.6/1000.0] [batch_t 0.433 (0.430)] [data_t 0.016] [optim_t 0.417] [lr 0.000257] [CE 3.805 (3.780)] [KD 1.830 (1.837)] +2024-10-20 10:54:42,754 - Train: 82.17% [1027900/1251000] [821.7/1000.0] [batch_t 0.367 (0.425)] [data_t 0.015] [optim_t 0.352] [lr 0.000257] [CE 3.532 (3.796)] [KD 1.686 (1.856)] +2024-10-20 10:55:04,012 - Train: 82.17% [1027950/1251000] [821.7/1000.0] [batch_t 0.465 (0.425)] [data_t 0.016] [optim_t 0.450] [lr 0.000257] [CE 3.519 (3.812)] [KD 1.701 (1.881)] +2024-10-20 10:55:25,224 - Train: 82.17% [1028000/1251000] [821.7/1000.0] [batch_t 0.469 (0.424)] [data_t 0.015] [optim_t 0.454] [lr 0.000257] [CE 4.027 (3.762)] [KD 1.881 (1.829)] +2024-10-20 10:55:46,966 - Train: 82.18% [1028050/1251000] [821.8/1000.0] [batch_t 0.364 (0.435)] [data_t 0.016] [optim_t 0.349] [lr 0.000257] [CE 3.768 (3.889)] [KD 1.812 (1.892)] +2024-10-20 10:56:08,412 - Train: 82.18% [1028100/1251000] [821.8/1000.0] [batch_t 0.427 (0.429)] [data_t 0.016] [optim_t 0.412] [lr 0.000257] [CE 4.207 (3.880)] [KD 2.024 (1.917)] +2024-10-20 10:56:30,433 - Train: 82.19% [1028150/1251000] [821.9/1000.0] [batch_t 0.425 (0.440)] [data_t 0.016] [optim_t 0.410] [lr 0.000257] [CE 4.480 (3.861)] [KD 2.063 (1.907)] +2024-10-20 10:56:51,958 - Train: 82.19% [1028200/1251000] [821.9/1000.0] [batch_t 0.443 (0.430)] [data_t 0.016] [optim_t 0.427] [lr 0.000256] [CE 3.362 (3.883)] [KD 1.647 (1.886)] +2024-10-20 10:57:13,354 - Train: 82.19% [1028250/1251000] [821.9/1000.0] [batch_t 0.464 (0.428)] [data_t 0.016] [optim_t 0.449] [lr 0.000256] [CE 3.362 (3.819)] [KD 1.622 (1.868)] +2024-10-20 10:57:35,216 - Train: 82.20% [1028300/1251000] [822.0/1000.0] [batch_t 0.439 (0.437)] [data_t 0.015] [optim_t 0.424] [lr 0.000256] [CE 4.045 (3.864)] [KD 1.936 (1.903)] +2024-10-20 10:58:05,229 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 40905] [top5_cnt 47983] [top_all 50000] +2024-10-20 10:58:05,230 - net: 81.810 (95.966) +2024-10-20 10:58:27,757 - Test (net_E): 100.00% [50/50] [batch_t 0.135 (0.443)] [top1_cnt 41502] [top5_cnt 48211] [top_all 50000] +2024-10-20 10:58:27,758 - net_E: 83.004 (96.422) +2024-10-20 10:58:27,922 - Max [top1: 81.852 (epoch: 819)] [top1-ema: 83.042 (epoch: 821)] +2024-10-20 10:58:27,922 - ==> Total time: 5 days, 11:16:36 Eta: 1 day, 4:25:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 10:58:44,832 - Train: 82.20% [1028350/1251000] [822.0/1000.0] [batch_t 0.364 (0.555)] [data_t 0.016] [optim_t 0.348] [lr 0.000256] [CE 3.741 (3.745)] [KD 1.980 (1.815)] +2024-10-20 10:59:06,154 - Train: 82.21% [1028400/1251000] [822.1/1000.0] [batch_t 0.440 (0.426)] [data_t 0.095] [optim_t 0.344] [lr 0.000256] [CE 3.952 (3.867)] [KD 1.905 (1.885)] +2024-10-20 10:59:26,731 - Train: 82.21% [1028450/1251000] [822.1/1000.0] [batch_t 0.412 (0.411)] [data_t 0.070] [optim_t 0.342] [lr 0.000256] [CE 3.795 (3.763)] [KD 1.935 (1.817)] +2024-10-20 10:59:47,225 - Train: 82.21% [1028500/1251000] [822.1/1000.0] [batch_t 0.429 (0.410)] [data_t 0.084] [optim_t 0.344] [lr 0.000256] [CE 3.681 (3.782)] [KD 1.743 (1.852)] +2024-10-20 11:00:07,641 - Train: 82.22% [1028550/1251000] [822.2/1000.0] [batch_t 0.382 (0.408)] [data_t 0.039] [optim_t 0.343] [lr 0.000256] [CE 3.998 (3.863)] [KD 2.057 (1.909)] +2024-10-20 11:00:28,589 - Train: 82.22% [1028600/1251000] [822.2/1000.0] [batch_t 0.434 (0.419)] [data_t 0.087] [optim_t 0.347] [lr 0.000256] [CE 3.545 (3.872)] [KD 1.725 (1.866)] +2024-10-20 11:00:49,249 - Train: 82.23% [1028650/1251000] [822.3/1000.0] [batch_t 0.402 (0.413)] [data_t 0.059] [optim_t 0.343] [lr 0.000256] [CE 3.958 (3.843)] [KD 1.847 (1.857)] +2024-10-20 11:01:10,252 - Train: 82.23% [1028700/1251000] [822.3/1000.0] [batch_t 0.405 (0.420)] [data_t 0.062] [optim_t 0.343] [lr 0.000255] [CE 3.268 (3.864)] [KD 1.571 (1.873)] +2024-10-20 11:01:31,224 - Train: 82.23% [1028750/1251000] [822.3/1000.0] [batch_t 0.477 (0.419)] [data_t 0.015] [optim_t 0.462] [lr 0.000255] [CE 3.645 (3.796)] [KD 1.865 (1.857)] +2024-10-20 11:01:52,699 - Train: 82.24% [1028800/1251000] [822.4/1000.0] [batch_t 0.401 (0.429)] [data_t 0.015] [optim_t 0.386] [lr 0.000255] [CE 3.814 (3.874)] [KD 1.887 (1.907)] +2024-10-20 11:02:13,752 - Train: 82.24% [1028850/1251000] [822.4/1000.0] [batch_t 0.427 (0.421)] [data_t 0.015] [optim_t 0.412] [lr 0.000255] [CE 3.762 (3.843)] [KD 1.866 (1.859)] +2024-10-20 11:02:34,556 - Train: 82.25% [1028900/1251000] [822.5/1000.0] [batch_t 0.396 (0.416)] [data_t 0.016] [optim_t 0.380] [lr 0.000255] [CE 4.426 (3.774)] [KD 2.112 (1.860)] +2024-10-20 11:02:55,669 - Train: 82.25% [1028950/1251000] [822.5/1000.0] [batch_t 0.402 (0.422)] [data_t 0.015] [optim_t 0.387] [lr 0.000255] [CE 3.975 (3.879)] [KD 1.979 (1.895)] +2024-10-20 11:03:16,541 - Train: 82.25% [1029000/1251000] [822.5/1000.0] [batch_t 0.448 (0.417)] [data_t 0.015] [optim_t 0.433] [lr 0.000255] [CE 3.757 (3.859)] [KD 1.864 (1.880)] +2024-10-20 11:03:37,284 - Train: 82.26% [1029050/1251000] [822.6/1000.0] [batch_t 0.418 (0.415)] [data_t 0.015] [optim_t 0.403] [lr 0.000255] [CE 4.124 (3.822)] [KD 1.949 (1.890)] +2024-10-20 11:03:59,014 - Train: 82.26% [1029100/1251000] [822.6/1000.0] [batch_t 0.465 (0.434)] [data_t 0.015] [optim_t 0.450] [lr 0.000255] [CE 3.471 (3.811)] [KD 1.771 (1.871)] +2024-10-20 11:04:21,053 - Train: 82.27% [1029150/1251000] [822.7/1000.0] [batch_t 0.501 (0.441)] [data_t 0.016] [optim_t 0.485] [lr 0.000255] [CE 3.920 (3.930)] [KD 1.897 (1.924)] +2024-10-20 11:04:42,192 - Train: 82.27% [1029200/1251000] [822.7/1000.0] [batch_t 0.391 (0.423)] [data_t 0.015] [optim_t 0.376] [lr 0.000254] [CE 3.865 (3.825)] [KD 1.902 (1.894)] +2024-10-20 11:05:03,633 - Train: 82.27% [1029250/1251000] [822.7/1000.0] [batch_t 0.459 (0.429)] [data_t 0.015] [optim_t 0.444] [lr 0.000254] [CE 4.017 (3.750)] [KD 1.896 (1.840)] +2024-10-20 11:05:25,484 - Train: 82.28% [1029300/1251000] [822.8/1000.0] [batch_t 0.456 (0.437)] [data_t 0.015] [optim_t 0.440] [lr 0.000254] [CE 3.837 (3.795)] [KD 2.040 (1.857)] +2024-10-20 11:05:47,687 - Train: 82.28% [1029350/1251000] [822.8/1000.0] [batch_t 0.433 (0.444)] [data_t 0.015] [optim_t 0.418] [lr 0.000254] [CE 3.692 (3.831)] [KD 1.788 (1.904)] +2024-10-20 11:06:09,597 - Train: 82.29% [1029400/1251000] [822.9/1000.0] [batch_t 0.368 (0.438)] [data_t 0.015] [optim_t 0.352] [lr 0.000254] [CE 3.752 (3.858)] [KD 1.710 (1.900)] +2024-10-20 11:06:30,995 - Train: 82.29% [1029450/1251000] [822.9/1000.0] [batch_t 0.363 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.000254] [CE 3.863 (3.889)] [KD 1.929 (1.889)] +2024-10-20 11:06:52,275 - Train: 82.29% [1029500/1251000] [822.9/1000.0] [batch_t 0.407 (0.425)] [data_t 0.015] [optim_t 0.392] [lr 0.000254] [CE 3.964 (3.794)] [KD 1.937 (1.871)] +2024-10-20 11:07:13,534 - Train: 82.30% [1029550/1251000] [823.0/1000.0] [batch_t 0.442 (0.425)] [data_t 0.015] [optim_t 0.427] [lr 0.000254] [CE 4.458 (3.840)] [KD 2.082 (1.898)] +2024-10-20 11:07:44,364 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.434)] [top1_cnt 40918] [top5_cnt 47993] [top_all 50000] +2024-10-20 11:07:44,365 - net: 81.836 (95.986) +2024-10-20 11:08:05,843 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41505] [top5_cnt 48215] [top_all 50000] +2024-10-20 11:08:05,844 - net_E: 83.010 (96.430) +2024-10-20 11:08:06,056 - Max [top1: 81.852 (epoch: 819)] [top1-ema: 83.042 (epoch: 821)] +2024-10-20 11:08:06,057 - ==> Total time: 5 days, 11:26:14 Eta: 1 day, 4:16:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 11:08:22,705 - Train: 82.30% [1029600/1251000] [823.0/1000.0] [batch_t 0.361 (0.533)] [data_t 0.015] [optim_t 0.346] [lr 0.000254] [CE 4.106 (3.841)] [KD 1.967 (1.880)] +2024-10-20 11:08:44,509 - Train: 82.31% [1029650/1251000] [823.1/1000.0] [batch_t 0.374 (0.436)] [data_t 0.015] [optim_t 0.358] [lr 0.000254] [CE 3.831 (3.810)] [KD 1.877 (1.873)] +2024-10-20 11:09:06,382 - Train: 82.31% [1029700/1251000] [823.1/1000.0] [batch_t 0.424 (0.437)] [data_t 0.015] [optim_t 0.409] [lr 0.000253] [CE 3.885 (3.871)] [KD 1.881 (1.876)] +2024-10-20 11:09:27,867 - Train: 82.31% [1029750/1251000] [823.1/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.000253] [CE 4.008 (3.787)] [KD 2.044 (1.855)] +2024-10-20 11:09:49,351 - Train: 82.32% [1029800/1251000] [823.2/1000.0] [batch_t 0.454 (0.430)] [data_t 0.015] [optim_t 0.439] [lr 0.000253] [CE 4.323 (3.822)] [KD 2.180 (1.875)] +2024-10-20 11:10:10,811 - Train: 82.32% [1029850/1251000] [823.2/1000.0] [batch_t 0.381 (0.429)] [data_t 0.015] [optim_t 0.366] [lr 0.000253] [CE 4.070 (3.793)] [KD 1.987 (1.845)] +2024-10-20 11:10:32,642 - Train: 82.33% [1029900/1251000] [823.3/1000.0] [batch_t 0.468 (0.437)] [data_t 0.015] [optim_t 0.452] [lr 0.000253] [CE 3.701 (3.854)] [KD 1.708 (1.879)] +2024-10-20 11:10:54,356 - Train: 82.33% [1029950/1251000] [823.3/1000.0] [batch_t 0.426 (0.434)] [data_t 0.015] [optim_t 0.411] [lr 0.000253] [CE 3.527 (3.848)] [KD 1.749 (1.858)] +2024-10-20 11:11:15,997 - Train: 82.33% [1030000/1251000] [823.3/1000.0] [batch_t 0.424 (0.433)] [data_t 0.015] [optim_t 0.409] [lr 0.000253] [CE 4.043 (3.782)] [KD 2.003 (1.841)] +2024-10-20 11:11:37,906 - Train: 82.34% [1030050/1251000] [823.4/1000.0] [batch_t 0.480 (0.438)] [data_t 0.015] [optim_t 0.464] [lr 0.000253] [CE 3.951 (3.753)] [KD 1.895 (1.827)] +2024-10-20 11:11:59,201 - Train: 82.34% [1030100/1251000] [823.4/1000.0] [batch_t 0.409 (0.426)] [data_t 0.015] [optim_t 0.393] [lr 0.000253] [CE 3.560 (3.775)] [KD 1.725 (1.826)] +2024-10-20 11:12:20,321 - Train: 82.35% [1030150/1251000] [823.5/1000.0] [batch_t 0.390 (0.422)] [data_t 0.015] [optim_t 0.375] [lr 0.000253] [CE 4.289 (3.883)] [KD 1.962 (1.888)] +2024-10-20 11:12:41,858 - Train: 82.35% [1030200/1251000] [823.5/1000.0] [batch_t 0.429 (0.431)] [data_t 0.015] [optim_t 0.413] [lr 0.000252] [CE 4.153 (3.848)] [KD 1.984 (1.858)] +2024-10-20 11:13:03,192 - Train: 82.35% [1030250/1251000] [823.5/1000.0] [batch_t 0.395 (0.427)] [data_t 0.015] [optim_t 0.379] [lr 0.000252] [CE 3.459 (3.777)] [KD 1.633 (1.859)] +2024-10-20 11:13:24,649 - Train: 82.36% [1030300/1251000] [823.6/1000.0] [batch_t 0.401 (0.429)] [data_t 0.015] [optim_t 0.386] [lr 0.000252] [CE 3.639 (3.699)] [KD 1.712 (1.812)] +2024-10-20 11:13:45,948 - Train: 82.36% [1030350/1251000] [823.6/1000.0] [batch_t 0.426 (0.426)] [data_t 0.015] [optim_t 0.410] [lr 0.000252] [CE 3.628 (3.826)] [KD 1.843 (1.868)] +2024-10-20 11:14:07,389 - Train: 82.37% [1030400/1251000] [823.7/1000.0] [batch_t 0.417 (0.429)] [data_t 0.016] [optim_t 0.401] [lr 0.000252] [CE 3.920 (3.789)] [KD 1.977 (1.857)] +2024-10-20 11:14:29,431 - Train: 82.37% [1030450/1251000] [823.7/1000.0] [batch_t 0.455 (0.441)] [data_t 0.016] [optim_t 0.439] [lr 0.000252] [CE 3.644 (3.803)] [KD 1.681 (1.849)] +2024-10-20 11:14:50,783 - Train: 82.37% [1030500/1251000] [823.7/1000.0] [batch_t 0.466 (0.427)] [data_t 0.015] [optim_t 0.451] [lr 0.000252] [CE 3.841 (3.800)] [KD 1.878 (1.832)] +2024-10-20 11:15:12,244 - Train: 82.38% [1030550/1251000] [823.8/1000.0] [batch_t 0.464 (0.429)] [data_t 0.015] [optim_t 0.449] [lr 0.000252] [CE 3.722 (3.832)] [KD 1.867 (1.891)] +2024-10-20 11:15:34,176 - Train: 82.38% [1030600/1251000] [823.8/1000.0] [batch_t 0.465 (0.439)] [data_t 0.015] [optim_t 0.450] [lr 0.000252] [CE 3.473 (3.803)] [KD 1.674 (1.866)] +2024-10-20 11:15:55,858 - Train: 82.39% [1030650/1251000] [823.9/1000.0] [batch_t 0.373 (0.434)] [data_t 0.015] [optim_t 0.357] [lr 0.000252] [CE 4.095 (3.815)] [KD 1.870 (1.854)] +2024-10-20 11:16:17,729 - Train: 82.39% [1030700/1251000] [823.9/1000.0] [batch_t 0.401 (0.437)] [data_t 0.016] [optim_t 0.385] [lr 0.000252] [CE 3.728 (3.801)] [KD 1.909 (1.864)] +2024-10-20 11:16:39,741 - Train: 82.39% [1030750/1251000] [823.9/1000.0] [batch_t 0.372 (0.440)] [data_t 0.015] [optim_t 0.356] [lr 0.000251] [CE 3.854 (3.854)] [KD 1.888 (1.907)] +2024-10-20 11:17:01,271 - Train: 82.40% [1030800/1251000] [824.0/1000.0] [batch_t 0.386 (0.431)] [data_t 0.015] [optim_t 0.371] [lr 0.000251] [CE 3.537 (3.837)] [KD 1.746 (1.908)] +2024-10-20 11:17:32,794 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 40910] [top5_cnt 48020] [top_all 50000] +2024-10-20 11:17:32,795 - net: 81.820 (96.040) +2024-10-20 11:17:54,424 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41499] [top5_cnt 48210] [top_all 50000] +2024-10-20 11:17:54,424 - net_E: 82.998 (96.420) +2024-10-20 11:17:54,591 - Max [top1: 81.852 (epoch: 819)] [top1-ema: 83.042 (epoch: 821)] +2024-10-20 11:17:54,592 - ==> Total time: 5 days, 11:36:03 Eta: 1 day, 4:06:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 11:18:10,476 - Train: 82.40% [1030850/1251000] [824.0/1000.0] [batch_t 0.361 (0.544)] [data_t 0.016] [optim_t 0.346] [lr 0.000251] [CE 3.818 (3.765)] [KD 1.880 (1.840)] +2024-10-20 11:18:31,576 - Train: 82.41% [1030900/1251000] [824.1/1000.0] [batch_t 0.488 (0.422)] [data_t 0.143] [optim_t 0.345] [lr 0.000251] [CE 3.857 (3.863)] [KD 1.775 (1.879)] +2024-10-20 11:18:53,234 - Train: 82.41% [1030950/1251000] [824.1/1000.0] [batch_t 0.455 (0.433)] [data_t 0.033] [optim_t 0.421] [lr 0.000251] [CE 3.815 (3.867)] [KD 1.715 (1.885)] +2024-10-20 11:19:15,473 - Train: 82.41% [1031000/1251000] [824.1/1000.0] [batch_t 0.439 (0.445)] [data_t 0.015] [optim_t 0.424] [lr 0.000251] [CE 4.189 (3.830)] [KD 1.986 (1.877)] +2024-10-20 11:19:36,682 - Train: 82.42% [1031050/1251000] [824.2/1000.0] [batch_t 0.435 (0.424)] [data_t 0.015] [optim_t 0.420] [lr 0.000251] [CE 3.995 (3.879)] [KD 1.808 (1.891)] +2024-10-20 11:19:58,101 - Train: 82.42% [1031100/1251000] [824.2/1000.0] [batch_t 0.416 (0.428)] [data_t 0.016] [optim_t 0.400] [lr 0.000251] [CE 3.582 (3.816)] [KD 1.746 (1.882)] +2024-10-20 11:20:19,607 - Train: 82.43% [1031150/1251000] [824.3/1000.0] [batch_t 0.398 (0.430)] [data_t 0.016] [optim_t 0.382] [lr 0.000251] [CE 3.555 (3.744)] [KD 1.791 (1.832)] +2024-10-20 11:20:40,961 - Train: 82.43% [1031200/1251000] [824.3/1000.0] [batch_t 0.492 (0.427)] [data_t 0.015] [optim_t 0.477] [lr 0.000251] [CE 3.955 (3.837)] [KD 2.001 (1.881)] +2024-10-20 11:21:02,289 - Train: 82.43% [1031250/1251000] [824.3/1000.0] [batch_t 0.434 (0.426)] [data_t 0.015] [optim_t 0.419] [lr 0.000250] [CE 4.222 (3.814)] [KD 1.978 (1.850)] +2024-10-20 11:21:23,464 - Train: 82.44% [1031300/1251000] [824.4/1000.0] [batch_t 0.365 (0.423)] [data_t 0.015] [optim_t 0.350] [lr 0.000250] [CE 3.966 (3.836)] [KD 1.950 (1.881)] +2024-10-20 11:21:45,063 - Train: 82.44% [1031350/1251000] [824.4/1000.0] [batch_t 0.364 (0.432)] [data_t 0.016] [optim_t 0.348] [lr 0.000250] [CE 3.351 (3.804)] [KD 1.464 (1.850)] +2024-10-20 11:22:06,423 - Train: 82.45% [1031400/1251000] [824.5/1000.0] [batch_t 0.471 (0.427)] [data_t 0.016] [optim_t 0.455] [lr 0.000250] [CE 3.927 (3.797)] [KD 1.961 (1.842)] +2024-10-20 11:22:28,042 - Train: 82.45% [1031450/1251000] [824.5/1000.0] [batch_t 0.413 (0.432)] [data_t 0.066] [optim_t 0.347] [lr 0.000250] [CE 3.381 (3.899)] [KD 1.623 (1.911)] +2024-10-20 11:22:49,785 - Train: 82.45% [1031500/1251000] [824.5/1000.0] [batch_t 0.429 (0.435)] [data_t 0.082] [optim_t 0.347] [lr 0.000250] [CE 4.217 (3.834)] [KD 2.051 (1.905)] +2024-10-20 11:23:12,058 - Train: 82.46% [1031550/1251000] [824.6/1000.0] [batch_t 0.405 (0.445)] [data_t 0.055] [optim_t 0.350] [lr 0.000250] [CE 4.218 (3.838)] [KD 2.048 (1.880)] +2024-10-20 11:23:34,385 - Train: 82.46% [1031600/1251000] [824.6/1000.0] [batch_t 0.431 (0.446)] [data_t 0.087] [optim_t 0.345] [lr 0.000250] [CE 4.050 (3.863)] [KD 2.069 (1.901)] +2024-10-20 11:23:56,767 - Train: 82.47% [1031650/1251000] [824.7/1000.0] [batch_t 0.477 (0.448)] [data_t 0.130] [optim_t 0.347] [lr 0.000250] [CE 4.496 (3.822)] [KD 2.167 (1.849)] +2024-10-20 11:24:18,317 - Train: 82.47% [1031700/1251000] [824.7/1000.0] [batch_t 0.422 (0.431)] [data_t 0.076] [optim_t 0.346] [lr 0.000250] [CE 3.826 (3.849)] [KD 1.722 (1.872)] +2024-10-20 11:24:40,122 - Train: 82.47% [1031750/1251000] [824.7/1000.0] [batch_t 0.521 (0.436)] [data_t 0.016] [optim_t 0.506] [lr 0.000249] [CE 3.618 (3.763)] [KD 1.789 (1.818)] +2024-10-20 11:25:00,795 - Train: 82.48% [1031800/1251000] [824.8/1000.0] [batch_t 0.370 (0.413)] [data_t 0.016] [optim_t 0.355] [lr 0.000249] [CE 3.687 (3.779)] [KD 1.751 (1.850)] +2024-10-20 11:25:22,830 - Train: 82.48% [1031850/1251000] [824.8/1000.0] [batch_t 0.421 (0.441)] [data_t 0.074] [optim_t 0.346] [lr 0.000249] [CE 4.043 (3.808)] [KD 1.994 (1.857)] +2024-10-20 11:25:44,196 - Train: 82.49% [1031900/1251000] [824.9/1000.0] [batch_t 0.391 (0.427)] [data_t 0.044] [optim_t 0.347] [lr 0.000249] [CE 4.112 (3.754)] [KD 2.026 (1.826)] +2024-10-20 11:26:05,889 - Train: 82.49% [1031950/1251000] [824.9/1000.0] [batch_t 0.424 (0.434)] [data_t 0.079] [optim_t 0.345] [lr 0.000249] [CE 3.859 (3.905)] [KD 1.874 (1.900)] +2024-10-20 11:26:27,402 - Train: 82.49% [1032000/1251000] [824.9/1000.0] [batch_t 0.396 (0.430)] [data_t 0.047] [optim_t 0.349] [lr 0.000249] [CE 4.172 (3.873)] [KD 1.856 (1.896)] +2024-10-20 11:26:49,094 - Train: 82.50% [1032050/1251000] [825.0/1000.0] [batch_t 0.456 (0.434)] [data_t 0.114] [optim_t 0.342] [lr 0.000249] [CE 3.876 (3.833)] [KD 1.913 (1.878)] +2024-10-20 11:27:21,036 - Test (net): 100.00% [50/50] [batch_t 0.140 (0.433)] [top1_cnt 40950] [top5_cnt 48002] [top_all 50000] +2024-10-20 11:27:21,037 - net: 81.900 (96.004) +2024-10-20 11:27:43,051 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 41515] [top5_cnt 48220] [top_all 50000] +2024-10-20 11:27:43,052 - net_E: 83.030 (96.440) +2024-10-20 11:27:43,205 - Max [top1: 81.900 (epoch: 825)] [top1-ema: 83.042 (epoch: 821)] +2024-10-20 11:27:43,205 - ==> Total time: 5 days, 11:45:51 Eta: 1 day, 3:57:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 11:28:00,665 - Train: 82.50% [1032100/1251000] [825.0/1000.0] [batch_t 0.362 (0.490)] [data_t 0.015] [optim_t 0.346] [lr 0.000249] [CE 3.906 (3.855)] [KD 1.964 (1.887)] +2024-10-20 11:28:20,285 - Train: 82.51% [1032150/1251000] [825.1/1000.0] [batch_t 0.406 (0.392)] [data_t 0.061] [optim_t 0.345] [lr 0.000249] [CE 3.993 (3.796)] [KD 1.847 (1.837)] +2024-10-20 11:28:41,966 - Train: 82.51% [1032200/1251000] [825.1/1000.0] [batch_t 0.626 (0.434)] [data_t 0.015] [optim_t 0.611] [lr 0.000249] [CE 3.849 (3.838)] [KD 1.890 (1.879)] +2024-10-20 11:29:03,938 - Train: 82.51% [1032250/1251000] [825.1/1000.0] [batch_t 0.469 (0.439)] [data_t 0.015] [optim_t 0.453] [lr 0.000248] [CE 4.344 (3.886)] [KD 1.937 (1.870)] +2024-10-20 11:29:25,513 - Train: 82.52% [1032300/1251000] [825.2/1000.0] [batch_t 0.394 (0.431)] [data_t 0.015] [optim_t 0.378] [lr 0.000248] [CE 4.174 (3.837)] [KD 2.047 (1.865)] +2024-10-20 11:29:47,511 - Train: 82.52% [1032350/1251000] [825.2/1000.0] [batch_t 0.457 (0.440)] [data_t 0.015] [optim_t 0.442] [lr 0.000248] [CE 4.257 (3.822)] [KD 2.042 (1.863)] +2024-10-20 11:30:09,398 - Train: 82.53% [1032400/1251000] [825.3/1000.0] [batch_t 0.453 (0.438)] [data_t 0.016] [optim_t 0.437] [lr 0.000248] [CE 3.605 (3.860)] [KD 1.653 (1.874)] +2024-10-20 11:30:31,340 - Train: 82.53% [1032450/1251000] [825.3/1000.0] [batch_t 0.457 (0.439)] [data_t 0.015] [optim_t 0.442] [lr 0.000248] [CE 3.762 (3.771)] [KD 1.838 (1.843)] +2024-10-20 11:30:52,145 - Train: 82.53% [1032500/1251000] [825.3/1000.0] [batch_t 0.360 (0.416)] [data_t 0.016] [optim_t 0.344] [lr 0.000248] [CE 3.545 (3.849)] [KD 1.693 (1.891)] +2024-10-20 11:31:12,881 - Train: 82.54% [1032550/1251000] [825.4/1000.0] [batch_t 0.416 (0.415)] [data_t 0.015] [optim_t 0.401] [lr 0.000248] [CE 4.213 (3.832)] [KD 2.030 (1.884)] +2024-10-20 11:31:34,952 - Train: 82.54% [1032600/1251000] [825.4/1000.0] [batch_t 0.396 (0.441)] [data_t 0.015] [optim_t 0.380] [lr 0.000248] [CE 3.556 (3.842)] [KD 1.881 (1.890)] +2024-10-20 11:31:55,641 - Train: 82.55% [1032650/1251000] [825.5/1000.0] [batch_t 0.403 (0.414)] [data_t 0.015] [optim_t 0.388] [lr 0.000248] [CE 4.460 (3.828)] [KD 2.175 (1.865)] +2024-10-20 11:32:16,833 - Train: 82.55% [1032700/1251000] [825.5/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.000248] [CE 4.216 (3.814)] [KD 2.189 (1.863)] +2024-10-20 11:32:38,186 - Train: 82.55% [1032750/1251000] [825.5/1000.0] [batch_t 0.532 (0.427)] [data_t 0.015] [optim_t 0.517] [lr 0.000248] [CE 3.490 (3.807)] [KD 1.678 (1.844)] +2024-10-20 11:32:59,974 - Train: 82.56% [1032800/1251000] [825.6/1000.0] [batch_t 0.421 (0.436)] [data_t 0.016] [optim_t 0.406] [lr 0.000247] [CE 3.182 (3.821)] [KD 1.563 (1.850)] +2024-10-20 11:33:21,529 - Train: 82.56% [1032850/1251000] [825.6/1000.0] [batch_t 0.448 (0.431)] [data_t 0.015] [optim_t 0.432] [lr 0.000247] [CE 3.887 (3.791)] [KD 1.813 (1.840)] +2024-10-20 11:33:42,818 - Train: 82.57% [1032900/1251000] [825.7/1000.0] [batch_t 0.548 (0.426)] [data_t 0.016] [optim_t 0.532] [lr 0.000247] [CE 3.960 (3.847)] [KD 1.881 (1.858)] +2024-10-20 11:34:04,740 - Train: 82.57% [1032950/1251000] [825.7/1000.0] [batch_t 0.504 (0.438)] [data_t 0.016] [optim_t 0.488] [lr 0.000247] [CE 3.802 (3.850)] [KD 1.856 (1.896)] +2024-10-20 11:34:26,058 - Train: 82.57% [1033000/1251000] [825.7/1000.0] [batch_t 0.418 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.000247] [CE 4.459 (3.828)] [KD 2.107 (1.865)] +2024-10-20 11:34:47,257 - Train: 82.58% [1033050/1251000] [825.8/1000.0] [batch_t 0.358 (0.424)] [data_t 0.015] [optim_t 0.343] [lr 0.000247] [CE 3.648 (3.806)] [KD 1.691 (1.859)] +2024-10-20 11:35:08,949 - Train: 82.58% [1033100/1251000] [825.8/1000.0] [batch_t 0.454 (0.434)] [data_t 0.015] [optim_t 0.438] [lr 0.000247] [CE 3.510 (3.746)] [KD 1.654 (1.823)] +2024-10-20 11:35:30,399 - Train: 82.59% [1033150/1251000] [825.9/1000.0] [batch_t 0.429 (0.429)] [data_t 0.015] [optim_t 0.413] [lr 0.000247] [CE 3.760 (3.831)] [KD 1.838 (1.862)] +2024-10-20 11:35:51,745 - Train: 82.59% [1033200/1251000] [825.9/1000.0] [batch_t 0.410 (0.427)] [data_t 0.016] [optim_t 0.395] [lr 0.000247] [CE 3.919 (3.845)] [KD 2.003 (1.882)] +2024-10-20 11:36:13,084 - Train: 82.59% [1033250/1251000] [825.9/1000.0] [batch_t 0.397 (0.427)] [data_t 0.015] [optim_t 0.382] [lr 0.000247] [CE 3.623 (3.795)] [KD 1.761 (1.861)] +2024-10-20 11:36:34,749 - Train: 82.60% [1033300/1251000] [826.0/1000.0] [batch_t 0.439 (0.433)] [data_t 0.015] [optim_t 0.423] [lr 0.000246] [CE 4.108 (3.868)] [KD 2.065 (1.877)] +2024-10-20 11:37:06,350 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 40936] [top5_cnt 47986] [top_all 50000] +2024-10-20 11:37:06,351 - net: 81.872 (95.972) +2024-10-20 11:37:28,291 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41525] [top5_cnt 48232] [top_all 50000] +2024-10-20 11:37:28,292 - net_E: 83.050 (96.464) +2024-10-20 11:37:28,443 - Max [top1: 81.900 (epoch: 825)] [top1-ema: 83.050 (epoch: 826)] +2024-10-20 11:37:28,443 - ==> Total time: 5 days, 11:55:37 Eta: 1 day, 3:47:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 11:37:44,729 - Train: 82.60% [1033350/1251000] [826.0/1000.0] [batch_t 0.361 (0.485)] [data_t 0.016] [optim_t 0.345] [lr 0.000246] [CE 3.461 (3.823)] [KD 1.701 (1.871)] +2024-10-20 11:38:06,295 - Train: 82.61% [1033400/1251000] [826.1/1000.0] [batch_t 0.454 (0.431)] [data_t 0.110] [optim_t 0.344] [lr 0.000246] [CE 4.013 (3.841)] [KD 2.063 (1.856)] +2024-10-20 11:38:27,587 - Train: 82.61% [1033450/1251000] [826.1/1000.0] [batch_t 0.421 (0.426)] [data_t 0.076] [optim_t 0.345] [lr 0.000246] [CE 3.722 (3.838)] [KD 1.845 (1.868)] +2024-10-20 11:38:48,720 - Train: 82.61% [1033500/1251000] [826.1/1000.0] [batch_t 0.379 (0.423)] [data_t 0.034] [optim_t 0.344] [lr 0.000246] [CE 4.303 (3.853)] [KD 2.079 (1.862)] +2024-10-20 11:39:09,646 - Train: 82.62% [1033550/1251000] [826.2/1000.0] [batch_t 0.447 (0.418)] [data_t 0.104] [optim_t 0.342] [lr 0.000246] [CE 3.605 (3.735)] [KD 1.921 (1.812)] +2024-10-20 11:39:31,283 - Train: 82.62% [1033600/1251000] [826.2/1000.0] [batch_t 0.439 (0.433)] [data_t 0.096] [optim_t 0.343] [lr 0.000246] [CE 3.955 (3.813)] [KD 1.905 (1.847)] +2024-10-20 11:39:52,889 - Train: 82.63% [1033650/1251000] [826.3/1000.0] [batch_t 0.366 (0.432)] [data_t 0.015] [optim_t 0.350] [lr 0.000246] [CE 3.626 (3.812)] [KD 1.752 (1.872)] +2024-10-20 11:40:14,237 - Train: 82.63% [1033700/1251000] [826.3/1000.0] [batch_t 0.438 (0.427)] [data_t 0.086] [optim_t 0.352] [lr 0.000246] [CE 4.132 (3.815)] [KD 2.066 (1.843)] +2024-10-20 11:40:35,711 - Train: 82.63% [1033750/1251000] [826.3/1000.0] [batch_t 0.374 (0.429)] [data_t 0.033] [optim_t 0.341] [lr 0.000246] [CE 3.961 (3.876)] [KD 1.803 (1.877)] +2024-10-20 11:40:56,669 - Train: 82.64% [1033800/1251000] [826.4/1000.0] [batch_t 0.362 (0.419)] [data_t 0.016] [optim_t 0.346] [lr 0.000245] [CE 3.626 (3.867)] [KD 1.817 (1.873)] +2024-10-20 11:41:17,863 - Train: 82.64% [1033850/1251000] [826.4/1000.0] [batch_t 0.584 (0.424)] [data_t 0.243] [optim_t 0.341] [lr 0.000245] [CE 3.510 (3.818)] [KD 1.772 (1.880)] +2024-10-20 11:41:39,537 - Train: 82.65% [1033900/1251000] [826.5/1000.0] [batch_t 0.471 (0.433)] [data_t 0.015] [optim_t 0.455] [lr 0.000245] [CE 3.847 (3.808)] [KD 1.932 (1.866)] +2024-10-20 11:42:00,969 - Train: 82.65% [1033950/1251000] [826.5/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.344] [lr 0.000245] [CE 3.346 (3.865)] [KD 1.721 (1.886)] +2024-10-20 11:42:22,185 - Train: 82.65% [1034000/1251000] [826.5/1000.0] [batch_t 0.423 (0.424)] [data_t 0.016] [optim_t 0.407] [lr 0.000245] [CE 3.441 (3.871)] [KD 1.726 (1.886)] +2024-10-20 11:42:43,610 - Train: 82.66% [1034050/1251000] [826.6/1000.0] [batch_t 0.481 (0.428)] [data_t 0.016] [optim_t 0.465] [lr 0.000245] [CE 3.677 (3.839)] [KD 1.897 (1.863)] +2024-10-20 11:43:05,139 - Train: 82.66% [1034100/1251000] [826.6/1000.0] [batch_t 0.422 (0.430)] [data_t 0.016] [optim_t 0.407] [lr 0.000245] [CE 3.938 (3.792)] [KD 1.782 (1.838)] +2024-10-20 11:43:27,786 - Train: 82.67% [1034150/1251000] [826.7/1000.0] [batch_t 0.359 (0.453)] [data_t 0.015] [optim_t 0.343] [lr 0.000245] [CE 3.926 (3.776)] [KD 1.914 (1.837)] +2024-10-20 11:43:49,181 - Train: 82.67% [1034200/1251000] [826.7/1000.0] [batch_t 0.392 (0.428)] [data_t 0.016] [optim_t 0.377] [lr 0.000245] [CE 3.791 (3.813)] [KD 1.801 (1.842)] +2024-10-20 11:44:10,839 - Train: 82.67% [1034250/1251000] [826.7/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.346] [lr 0.000245] [CE 3.714 (3.796)] [KD 1.740 (1.840)] +2024-10-20 11:44:32,509 - Train: 82.68% [1034300/1251000] [826.8/1000.0] [batch_t 0.471 (0.433)] [data_t 0.015] [optim_t 0.455] [lr 0.000245] [CE 3.571 (3.854)] [KD 1.747 (1.875)] +2024-10-20 11:44:54,092 - Train: 82.68% [1034350/1251000] [826.8/1000.0] [batch_t 0.387 (0.432)] [data_t 0.015] [optim_t 0.372] [lr 0.000244] [CE 3.982 (3.822)] [KD 1.893 (1.862)] +2024-10-20 11:45:15,640 - Train: 82.69% [1034400/1251000] [826.9/1000.0] [batch_t 0.439 (0.431)] [data_t 0.016] [optim_t 0.424] [lr 0.000244] [CE 3.735 (3.794)] [KD 1.782 (1.848)] +2024-10-20 11:45:37,219 - Train: 82.69% [1034450/1251000] [826.9/1000.0] [batch_t 0.527 (0.431)] [data_t 0.016] [optim_t 0.511] [lr 0.000244] [CE 3.935 (3.798)] [KD 1.794 (1.864)] +2024-10-20 11:45:59,058 - Train: 82.69% [1034500/1251000] [826.9/1000.0] [batch_t 0.418 (0.437)] [data_t 0.016] [optim_t 0.403] [lr 0.000244] [CE 3.854 (3.885)] [KD 1.821 (1.884)] +2024-10-20 11:46:20,642 - Train: 82.70% [1034550/1251000] [827.0/1000.0] [batch_t 0.364 (0.432)] [data_t 0.016] [optim_t 0.349] [lr 0.000244] [CE 3.578 (3.843)] [KD 1.593 (1.863)] +2024-10-20 11:46:53,870 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.446)] [top1_cnt 40978] [top5_cnt 48055] [top_all 50000] +2024-10-20 11:46:53,870 - net: 81.956 (96.110) +2024-10-20 11:47:15,613 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41549] [top5_cnt 48217] [top_all 50000] +2024-10-20 11:47:15,614 - net_E: 83.098 (96.434) +2024-10-20 11:47:15,782 - Max [top1: 81.956 (epoch: 827)] [top1-ema: 83.098 (epoch: 827)] +2024-10-20 11:47:15,782 - ==> Total time: 5 days, 12:05:24 Eta: 1 day, 3:37:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 11:47:33,222 - Train: 82.70% [1034600/1251000] [827.0/1000.0] [batch_t 0.365 (0.523)] [data_t 0.015] [optim_t 0.349] [lr 0.000244] [CE 3.397 (3.702)] [KD 1.525 (1.807)] +2024-10-20 11:47:52,853 - Train: 82.71% [1034650/1251000] [827.1/1000.0] [batch_t 0.439 (0.392)] [data_t 0.015] [optim_t 0.424] [lr 0.000244] [CE 4.500 (3.804)] [KD 1.953 (1.845)] +2024-10-20 11:48:14,940 - Train: 82.71% [1034700/1251000] [827.1/1000.0] [batch_t 0.361 (0.442)] [data_t 0.016] [optim_t 0.345] [lr 0.000244] [CE 3.822 (3.792)] [KD 1.980 (1.839)] +2024-10-20 11:48:37,234 - Train: 82.71% [1034750/1251000] [827.1/1000.0] [batch_t 0.365 (0.446)] [data_t 0.016] [optim_t 0.350] [lr 0.000244] [CE 3.784 (3.816)] [KD 1.861 (1.853)] +2024-10-20 11:48:57,964 - Train: 82.72% [1034800/1251000] [827.2/1000.0] [batch_t 0.471 (0.414)] [data_t 0.015] [optim_t 0.455] [lr 0.000244] [CE 3.963 (3.868)] [KD 2.113 (1.889)] +2024-10-20 11:49:19,502 - Train: 82.72% [1034850/1251000] [827.2/1000.0] [batch_t 0.394 (0.431)] [data_t 0.015] [optim_t 0.378] [lr 0.000243] [CE 3.461 (3.838)] [KD 1.614 (1.853)] +2024-10-20 11:49:40,983 - Train: 82.73% [1034900/1251000] [827.3/1000.0] [batch_t 0.371 (0.430)] [data_t 0.015] [optim_t 0.355] [lr 0.000243] [CE 3.737 (3.780)] [KD 1.884 (1.833)] +2024-10-20 11:50:02,611 - Train: 82.73% [1034950/1251000] [827.3/1000.0] [batch_t 0.426 (0.432)] [data_t 0.015] [optim_t 0.411] [lr 0.000243] [CE 3.913 (3.867)] [KD 1.905 (1.870)] +2024-10-20 11:50:23,919 - Train: 82.73% [1035000/1251000] [827.3/1000.0] [batch_t 0.398 (0.426)] [data_t 0.016] [optim_t 0.382] [lr 0.000243] [CE 3.945 (3.825)] [KD 1.969 (1.851)] +2024-10-20 11:50:45,773 - Train: 82.74% [1035050/1251000] [827.4/1000.0] [batch_t 0.366 (0.437)] [data_t 0.015] [optim_t 0.350] [lr 0.000243] [CE 3.936 (3.841)] [KD 1.903 (1.870)] +2024-10-20 11:51:08,038 - Train: 82.74% [1035100/1251000] [827.4/1000.0] [batch_t 0.434 (0.445)] [data_t 0.015] [optim_t 0.419] [lr 0.000243] [CE 3.896 (3.809)] [KD 1.966 (1.840)] +2024-10-20 11:51:30,220 - Train: 82.75% [1035150/1251000] [827.5/1000.0] [batch_t 0.438 (0.444)] [data_t 0.016] [optim_t 0.423] [lr 0.000243] [CE 3.866 (3.860)] [KD 1.912 (1.873)] +2024-10-20 11:51:51,388 - Train: 82.75% [1035200/1251000] [827.5/1000.0] [batch_t 0.403 (0.423)] [data_t 0.015] [optim_t 0.388] [lr 0.000243] [CE 4.153 (3.811)] [KD 2.008 (1.866)] +2024-10-20 11:52:12,987 - Train: 82.75% [1035250/1251000] [827.5/1000.0] [batch_t 0.439 (0.432)] [data_t 0.015] [optim_t 0.423] [lr 0.000243] [CE 3.902 (3.758)] [KD 2.022 (1.831)] +2024-10-20 11:52:33,998 - Train: 82.76% [1035300/1251000] [827.6/1000.0] [batch_t 0.431 (0.420)] [data_t 0.016] [optim_t 0.416] [lr 0.000243] [CE 3.359 (3.712)] [KD 1.524 (1.804)] +2024-10-20 11:52:55,704 - Train: 82.76% [1035350/1251000] [827.6/1000.0] [batch_t 0.413 (0.434)] [data_t 0.015] [optim_t 0.397] [lr 0.000242] [CE 3.565 (3.791)] [KD 1.849 (1.854)] +2024-10-20 11:53:17,865 - Train: 82.77% [1035400/1251000] [827.7/1000.0] [batch_t 0.465 (0.443)] [data_t 0.015] [optim_t 0.450] [lr 0.000242] [CE 3.398 (3.862)] [KD 1.700 (1.889)] +2024-10-20 11:53:39,403 - Train: 82.77% [1035450/1251000] [827.7/1000.0] [batch_t 0.367 (0.431)] [data_t 0.015] [optim_t 0.351] [lr 0.000242] [CE 3.319 (3.814)] [KD 1.459 (1.873)] +2024-10-20 11:54:00,823 - Train: 82.77% [1035500/1251000] [827.7/1000.0] [batch_t 0.379 (0.428)] [data_t 0.016] [optim_t 0.363] [lr 0.000242] [CE 4.033 (3.875)] [KD 1.899 (1.880)] +2024-10-20 11:54:22,657 - Train: 82.78% [1035550/1251000] [827.8/1000.0] [batch_t 0.415 (0.437)] [data_t 0.016] [optim_t 0.399] [lr 0.000242] [CE 3.857 (3.822)] [KD 1.917 (1.860)] +2024-10-20 11:54:44,357 - Train: 82.78% [1035600/1251000] [827.8/1000.0] [batch_t 0.406 (0.434)] [data_t 0.015] [optim_t 0.390] [lr 0.000242] [CE 4.242 (3.820)] [KD 2.030 (1.836)] +2024-10-20 11:55:06,083 - Train: 82.79% [1035650/1251000] [827.9/1000.0] [batch_t 0.512 (0.434)] [data_t 0.015] [optim_t 0.497] [lr 0.000242] [CE 4.178 (3.834)] [KD 2.000 (1.871)] +2024-10-20 11:55:28,334 - Train: 82.79% [1035700/1251000] [827.9/1000.0] [batch_t 0.456 (0.445)] [data_t 0.015] [optim_t 0.440] [lr 0.000242] [CE 3.899 (3.797)] [KD 1.949 (1.850)] +2024-10-20 11:55:50,310 - Train: 82.79% [1035750/1251000] [827.9/1000.0] [batch_t 0.483 (0.439)] [data_t 0.015] [optim_t 0.468] [lr 0.000242] [CE 3.931 (3.855)] [KD 1.895 (1.886)] +2024-10-20 11:56:11,548 - Train: 82.80% [1035800/1251000] [828.0/1000.0] [batch_t 0.429 (0.425)] [data_t 0.015] [optim_t 0.414] [lr 0.000242] [CE 3.531 (3.820)] [KD 1.714 (1.859)] +2024-10-20 11:56:44,292 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 41021] [top5_cnt 47998] [top_all 50000] +2024-10-20 11:56:44,293 - net: 82.042 (95.996) +2024-10-20 11:57:05,570 - Test (net_E): 100.00% [50/50] [batch_t 0.131 (0.417)] [top1_cnt 41565] [top5_cnt 48222] [top_all 50000] +2024-10-20 11:57:05,570 - net_E: 83.130 (96.444) +2024-10-20 11:57:05,726 - Max [top1: 82.042 (epoch: 828)] [top1-ema: 83.130 (epoch: 828)] +2024-10-20 11:57:05,726 - ==> Total time: 5 days, 12:15:14 Eta: 1 day, 3:28:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 11:57:24,082 - Train: 82.80% [1035850/1251000] [828.0/1000.0] [batch_t 0.362 (0.474)] [data_t 0.016] [optim_t 0.346] [lr 0.000242] [CE 4.147 (3.788)] [KD 1.953 (1.855)] +2024-10-20 11:57:44,699 - Train: 82.81% [1035900/1251000] [828.1/1000.0] [batch_t 0.455 (0.412)] [data_t 0.016] [optim_t 0.440] [lr 0.000241] [CE 3.600 (3.849)] [KD 1.819 (1.881)] +2024-10-20 11:58:06,848 - Train: 82.81% [1035950/1251000] [828.1/1000.0] [batch_t 0.468 (0.443)] [data_t 0.015] [optim_t 0.452] [lr 0.000241] [CE 4.219 (3.842)] [KD 2.015 (1.866)] +2024-10-20 11:58:29,176 - Train: 82.81% [1036000/1251000] [828.1/1000.0] [batch_t 0.361 (0.446)] [data_t 0.015] [optim_t 0.345] [lr 0.000241] [CE 3.540 (3.739)] [KD 1.898 (1.812)] +2024-10-20 11:58:50,716 - Train: 82.82% [1036050/1251000] [828.2/1000.0] [batch_t 0.511 (0.431)] [data_t 0.016] [optim_t 0.496] [lr 0.000241] [CE 4.152 (3.800)] [KD 2.071 (1.827)] +2024-10-20 11:59:12,327 - Train: 82.82% [1036100/1251000] [828.2/1000.0] [batch_t 0.464 (0.432)] [data_t 0.015] [optim_t 0.448] [lr 0.000241] [CE 3.773 (3.758)] [KD 1.694 (1.832)] +2024-10-20 11:59:34,066 - Train: 82.83% [1036150/1251000] [828.3/1000.0] [batch_t 0.417 (0.435)] [data_t 0.072] [optim_t 0.345] [lr 0.000241] [CE 3.939 (3.802)] [KD 2.113 (1.842)] +2024-10-20 11:59:55,859 - Train: 82.83% [1036200/1251000] [828.3/1000.0] [batch_t 0.527 (0.436)] [data_t 0.183] [optim_t 0.344] [lr 0.000241] [CE 3.820 (3.761)] [KD 1.888 (1.835)] +2024-10-20 12:00:18,057 - Train: 82.83% [1036250/1251000] [828.3/1000.0] [batch_t 0.503 (0.444)] [data_t 0.158] [optim_t 0.346] [lr 0.000241] [CE 3.621 (3.785)] [KD 1.711 (1.825)] +2024-10-20 12:00:39,767 - Train: 82.84% [1036300/1251000] [828.4/1000.0] [batch_t 0.449 (0.434)] [data_t 0.105] [optim_t 0.343] [lr 0.000241] [CE 4.149 (3.901)] [KD 1.901 (1.884)] +2024-10-20 12:01:01,272 - Train: 82.84% [1036350/1251000] [828.4/1000.0] [batch_t 0.434 (0.430)] [data_t 0.093] [optim_t 0.341] [lr 0.000241] [CE 3.804 (3.780)] [KD 1.912 (1.826)] +2024-10-20 12:01:22,790 - Train: 82.85% [1036400/1251000] [828.5/1000.0] [batch_t 0.494 (0.430)] [data_t 0.151] [optim_t 0.342] [lr 0.000240] [CE 4.147 (3.783)] [KD 1.967 (1.843)] +2024-10-20 12:01:44,402 - Train: 82.85% [1036450/1251000] [828.5/1000.0] [batch_t 0.361 (0.432)] [data_t 0.015] [optim_t 0.345] [lr 0.000240] [CE 3.789 (3.808)] [KD 1.879 (1.854)] +2024-10-20 12:02:06,247 - Train: 82.85% [1036500/1251000] [828.5/1000.0] [batch_t 0.460 (0.437)] [data_t 0.118] [optim_t 0.342] [lr 0.000240] [CE 3.870 (3.818)] [KD 2.007 (1.841)] +2024-10-20 12:02:27,945 - Train: 82.86% [1036550/1251000] [828.6/1000.0] [batch_t 0.359 (0.434)] [data_t 0.016] [optim_t 0.343] [lr 0.000240] [CE 4.123 (3.833)] [KD 2.165 (1.876)] +2024-10-20 12:02:49,650 - Train: 82.86% [1036600/1251000] [828.6/1000.0] [batch_t 0.419 (0.434)] [data_t 0.076] [optim_t 0.343] [lr 0.000240] [CE 3.572 (3.839)] [KD 1.788 (1.865)] +2024-10-20 12:03:10,831 - Train: 82.87% [1036650/1251000] [828.7/1000.0] [batch_t 0.413 (0.424)] [data_t 0.070] [optim_t 0.343] [lr 0.000240] [CE 3.848 (3.777)] [KD 1.896 (1.835)] +2024-10-20 12:03:32,226 - Train: 82.87% [1036700/1251000] [828.7/1000.0] [batch_t 0.417 (0.428)] [data_t 0.076] [optim_t 0.342] [lr 0.000240] [CE 4.043 (3.791)] [KD 1.872 (1.826)] +2024-10-20 12:03:54,377 - Train: 82.87% [1036750/1251000] [828.7/1000.0] [batch_t 0.400 (0.443)] [data_t 0.056] [optim_t 0.344] [lr 0.000240] [CE 3.964 (3.853)] [KD 1.866 (1.878)] +2024-10-20 12:04:16,753 - Train: 82.88% [1036800/1251000] [828.8/1000.0] [batch_t 0.411 (0.447)] [data_t 0.070] [optim_t 0.341] [lr 0.000240] [CE 3.877 (3.875)] [KD 1.870 (1.895)] +2024-10-20 12:04:39,185 - Train: 82.88% [1036850/1251000] [828.8/1000.0] [batch_t 0.443 (0.449)] [data_t 0.099] [optim_t 0.344] [lr 0.000240] [CE 3.859 (3.879)] [KD 1.803 (1.872)] +2024-10-20 12:05:01,079 - Train: 82.89% [1036900/1251000] [828.9/1000.0] [batch_t 0.484 (0.438)] [data_t 0.141] [optim_t 0.342] [lr 0.000240] [CE 3.664 (3.808)] [KD 1.740 (1.833)] +2024-10-20 12:05:23,538 - Train: 82.89% [1036950/1251000] [828.9/1000.0] [batch_t 0.512 (0.449)] [data_t 0.015] [optim_t 0.496] [lr 0.000239] [CE 4.130 (3.868)] [KD 1.944 (1.864)] +2024-10-20 12:05:45,228 - Train: 82.89% [1037000/1251000] [828.9/1000.0] [batch_t 0.430 (0.434)] [data_t 0.089] [optim_t 0.341] [lr 0.000239] [CE 3.692 (3.844)] [KD 1.773 (1.866)] +2024-10-20 12:06:07,503 - Train: 82.90% [1037050/1251000] [829.0/1000.0] [batch_t 0.487 (0.445)] [data_t 0.142] [optim_t 0.345] [lr 0.000239] [CE 3.921 (3.826)] [KD 1.893 (1.858)] +2024-10-20 12:06:43,003 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.470)] [top1_cnt 40992] [top5_cnt 48002] [top_all 50000] +2024-10-20 12:06:43,004 - net: 81.984 (96.004) +2024-10-20 12:07:06,577 - Test (net_E): 100.00% [50/50] [batch_t 0.137 (0.465)] [top1_cnt 41558] [top5_cnt 48228] [top_all 50000] +2024-10-20 12:07:06,578 - net_E: 83.116 (96.456) +2024-10-20 12:07:06,809 - Max [top1: 82.042 (epoch: 828)] [top1-ema: 83.130 (epoch: 828)] +2024-10-20 12:07:06,809 - ==> Total time: 5 days, 12:25:15 Eta: 1 day, 3:18:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 12:07:21,373 - Train: 82.90% [1037100/1251000] [829.0/1000.0] [batch_t 0.358 (0.610)] [data_t 0.016] [optim_t 0.343] [lr 0.000239] [CE 3.799 (3.817)] [KD 1.929 (1.849)] +2024-10-20 12:07:43,174 - Train: 82.91% [1037150/1251000] [829.1/1000.0] [batch_t 0.423 (0.436)] [data_t 0.015] [optim_t 0.408] [lr 0.000239] [CE 3.225 (3.852)] [KD 1.540 (1.858)] +2024-10-20 12:08:04,435 - Train: 82.91% [1037200/1251000] [829.1/1000.0] [batch_t 0.448 (0.425)] [data_t 0.015] [optim_t 0.432] [lr 0.000239] [CE 3.716 (3.801)] [KD 1.770 (1.856)] +2024-10-20 12:08:26,479 - Train: 82.91% [1037250/1251000] [829.1/1000.0] [batch_t 0.516 (0.441)] [data_t 0.016] [optim_t 0.501] [lr 0.000239] [CE 3.802 (3.849)] [KD 1.748 (1.857)] +2024-10-20 12:08:47,398 - Train: 82.92% [1037300/1251000] [829.2/1000.0] [batch_t 0.386 (0.418)] [data_t 0.044] [optim_t 0.343] [lr 0.000239] [CE 3.594 (3.834)] [KD 1.752 (1.862)] +2024-10-20 12:09:09,656 - Train: 82.92% [1037350/1251000] [829.2/1000.0] [batch_t 0.483 (0.445)] [data_t 0.141] [optim_t 0.342] [lr 0.000239] [CE 4.296 (3.743)] [KD 2.072 (1.803)] +2024-10-20 12:09:31,848 - Train: 82.93% [1037400/1251000] [829.3/1000.0] [batch_t 0.479 (0.444)] [data_t 0.134] [optim_t 0.345] [lr 0.000239] [CE 3.854 (3.858)] [KD 1.827 (1.853)] +2024-10-20 12:09:54,079 - Train: 82.93% [1037450/1251000] [829.3/1000.0] [batch_t 0.362 (0.445)] [data_t 0.015] [optim_t 0.347] [lr 0.000238] [CE 3.721 (3.788)] [KD 1.740 (1.833)] +2024-10-20 12:10:16,254 - Train: 82.93% [1037500/1251000] [829.3/1000.0] [batch_t 0.460 (0.443)] [data_t 0.115] [optim_t 0.345] [lr 0.000238] [CE 3.690 (3.884)] [KD 1.631 (1.890)] +2024-10-20 12:10:38,298 - Train: 82.94% [1037550/1251000] [829.4/1000.0] [batch_t 0.460 (0.441)] [data_t 0.117] [optim_t 0.343] [lr 0.000238] [CE 3.988 (3.893)] [KD 1.886 (1.893)] +2024-10-20 12:10:59,948 - Train: 82.94% [1037600/1251000] [829.4/1000.0] [batch_t 0.453 (0.433)] [data_t 0.109] [optim_t 0.344] [lr 0.000238] [CE 4.044 (3.814)] [KD 2.054 (1.844)] +2024-10-20 12:11:21,992 - Train: 82.95% [1037650/1251000] [829.5/1000.0] [batch_t 0.406 (0.441)] [data_t 0.062] [optim_t 0.344] [lr 0.000238] [CE 3.342 (3.862)] [KD 1.547 (1.872)] +2024-10-20 12:11:44,227 - Train: 82.95% [1037700/1251000] [829.5/1000.0] [batch_t 0.375 (0.445)] [data_t 0.034] [optim_t 0.340] [lr 0.000238] [CE 3.497 (3.785)] [KD 1.779 (1.841)] +2024-10-20 12:12:06,114 - Train: 82.95% [1037750/1251000] [829.5/1000.0] [batch_t 0.436 (0.438)] [data_t 0.094] [optim_t 0.342] [lr 0.000238] [CE 3.593 (3.823)] [KD 1.720 (1.873)] +2024-10-20 12:12:28,288 - Train: 82.96% [1037800/1251000] [829.6/1000.0] [batch_t 0.384 (0.443)] [data_t 0.042] [optim_t 0.342] [lr 0.000238] [CE 3.535 (3.832)] [KD 1.815 (1.875)] +2024-10-20 12:12:50,593 - Train: 82.96% [1037850/1251000] [829.6/1000.0] [batch_t 0.363 (0.446)] [data_t 0.015] [optim_t 0.348] [lr 0.000238] [CE 4.003 (3.794)] [KD 1.842 (1.842)] +2024-10-20 12:13:12,783 - Train: 82.97% [1037900/1251000] [829.7/1000.0] [batch_t 0.477 (0.444)] [data_t 0.132] [optim_t 0.345] [lr 0.000238] [CE 3.981 (3.839)] [KD 1.954 (1.859)] +2024-10-20 12:13:35,333 - Train: 82.97% [1037950/1251000] [829.7/1000.0] [batch_t 0.420 (0.451)] [data_t 0.077] [optim_t 0.343] [lr 0.000238] [CE 3.871 (3.835)] [KD 1.789 (1.843)] +2024-10-20 12:13:56,323 - Train: 82.97% [1038000/1251000] [829.7/1000.0] [batch_t 0.409 (0.420)] [data_t 0.066] [optim_t 0.343] [lr 0.000237] [CE 3.854 (3.834)] [KD 1.918 (1.872)] +2024-10-20 12:14:17,694 - Train: 82.98% [1038050/1251000] [829.8/1000.0] [batch_t 0.498 (0.427)] [data_t 0.153] [optim_t 0.346] [lr 0.000237] [CE 3.591 (3.779)] [KD 1.688 (1.837)] +2024-10-20 12:14:39,106 - Train: 82.98% [1038100/1251000] [829.8/1000.0] [batch_t 0.531 (0.428)] [data_t 0.191] [optim_t 0.340] [lr 0.000237] [CE 3.869 (3.791)] [KD 2.081 (1.845)] +2024-10-20 12:15:01,025 - Train: 82.99% [1038150/1251000] [829.9/1000.0] [batch_t 0.513 (0.438)] [data_t 0.015] [optim_t 0.497] [lr 0.000237] [CE 3.205 (3.834)] [KD 1.485 (1.864)] +2024-10-20 12:15:23,456 - Train: 82.99% [1038200/1251000] [829.9/1000.0] [batch_t 0.377 (0.448)] [data_t 0.015] [optim_t 0.362] [lr 0.000237] [CE 3.645 (3.796)] [KD 1.704 (1.834)] +2024-10-20 12:15:45,538 - Train: 82.99% [1038250/1251000] [829.9/1000.0] [batch_t 0.383 (0.442)] [data_t 0.016] [optim_t 0.367] [lr 0.000237] [CE 4.111 (3.865)] [KD 1.919 (1.869)] +2024-10-20 12:16:07,768 - Train: 83.00% [1038300/1251000] [830.0/1000.0] [batch_t 0.445 (0.444)] [data_t 0.015] [optim_t 0.430] [lr 0.000237] [CE 3.553 (3.831)] [KD 1.670 (1.858)] +2024-10-20 12:16:41,189 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 40945] [top5_cnt 48032] [top_all 50000] +2024-10-20 12:16:41,189 - net: 81.890 (96.064) +2024-10-20 12:17:02,339 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 41572] [top5_cnt 48221] [top_all 50000] +2024-10-20 12:17:02,339 - net_E: 83.144 (96.442) +2024-10-20 12:17:02,484 - Max [top1: 82.042 (epoch: 828)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 12:17:02,485 - ==> Total time: 5 days, 12:35:11 Eta: 1 day, 3:09:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 12:17:20,285 - Train: 83.00% [1038350/1251000] [830.0/1000.0] [batch_t 0.361 (0.459)] [data_t 0.015] [optim_t 0.345] [lr 0.000237] [CE 3.984 (3.819)] [KD 2.017 (1.830)] +2024-10-20 12:17:40,509 - Train: 83.01% [1038400/1251000] [830.1/1000.0] [batch_t 0.485 (0.404)] [data_t 0.015] [optim_t 0.470] [lr 0.000237] [CE 3.470 (3.828)] [KD 1.762 (1.859)] +2024-10-20 12:18:02,561 - Train: 83.01% [1038450/1251000] [830.1/1000.0] [batch_t 0.476 (0.441)] [data_t 0.016] [optim_t 0.461] [lr 0.000237] [CE 3.854 (3.867)] [KD 1.804 (1.872)] +2024-10-20 12:18:25,140 - Train: 83.01% [1038500/1251000] [830.1/1000.0] [batch_t 0.440 (0.451)] [data_t 0.015] [optim_t 0.425] [lr 0.000236] [CE 3.830 (3.853)] [KD 1.878 (1.861)] +2024-10-20 12:18:47,859 - Train: 83.02% [1038550/1251000] [830.2/1000.0] [batch_t 0.534 (0.454)] [data_t 0.015] [optim_t 0.518] [lr 0.000236] [CE 3.946 (3.853)] [KD 1.980 (1.856)] +2024-10-20 12:19:08,919 - Train: 83.02% [1038600/1251000] [830.2/1000.0] [batch_t 0.443 (0.421)] [data_t 0.016] [optim_t 0.427] [lr 0.000236] [CE 3.546 (3.870)] [KD 1.867 (1.876)] +2024-10-20 12:19:30,538 - Train: 83.03% [1038650/1251000] [830.3/1000.0] [batch_t 0.365 (0.432)] [data_t 0.015] [optim_t 0.350] [lr 0.000236] [CE 3.853 (3.887)] [KD 1.885 (1.900)] +2024-10-20 12:19:51,582 - Train: 83.03% [1038700/1251000] [830.3/1000.0] [batch_t 0.425 (0.421)] [data_t 0.080] [optim_t 0.346] [lr 0.000236] [CE 3.934 (3.751)] [KD 1.947 (1.844)] +2024-10-20 12:20:13,827 - Train: 83.03% [1038750/1251000] [830.3/1000.0] [batch_t 0.478 (0.445)] [data_t 0.134] [optim_t 0.343] [lr 0.000236] [CE 4.036 (3.844)] [KD 1.936 (1.880)] +2024-10-20 12:20:34,919 - Train: 83.04% [1038800/1251000] [830.4/1000.0] [batch_t 0.459 (0.422)] [data_t 0.116] [optim_t 0.343] [lr 0.000236] [CE 3.975 (3.790)] [KD 1.797 (1.844)] +2024-10-20 12:20:56,468 - Train: 83.04% [1038850/1251000] [830.4/1000.0] [batch_t 0.414 (0.431)] [data_t 0.058] [optim_t 0.356] [lr 0.000236] [CE 3.813 (3.821)] [KD 1.850 (1.843)] +2024-10-20 12:21:18,315 - Train: 83.05% [1038900/1251000] [830.5/1000.0] [batch_t 0.430 (0.437)] [data_t 0.015] [optim_t 0.414] [lr 0.000236] [CE 4.284 (3.933)] [KD 2.169 (1.908)] +2024-10-20 12:21:40,819 - Train: 83.05% [1038950/1251000] [830.5/1000.0] [batch_t 0.443 (0.450)] [data_t 0.015] [optim_t 0.428] [lr 0.000236] [CE 3.939 (3.777)] [KD 2.052 (1.822)] +2024-10-20 12:22:03,337 - Train: 83.05% [1039000/1251000] [830.5/1000.0] [batch_t 0.502 (0.450)] [data_t 0.015] [optim_t 0.487] [lr 0.000236] [CE 4.080 (3.820)] [KD 1.806 (1.821)] +2024-10-20 12:22:25,052 - Train: 83.06% [1039050/1251000] [830.6/1000.0] [batch_t 0.435 (0.434)] [data_t 0.015] [optim_t 0.420] [lr 0.000235] [CE 4.120 (3.796)] [KD 2.074 (1.845)] +2024-10-20 12:22:46,753 - Train: 83.06% [1039100/1251000] [830.6/1000.0] [batch_t 0.400 (0.434)] [data_t 0.016] [optim_t 0.384] [lr 0.000235] [CE 3.513 (3.784)] [KD 1.634 (1.829)] +2024-10-20 12:23:08,668 - Train: 83.07% [1039150/1251000] [830.7/1000.0] [batch_t 0.489 (0.438)] [data_t 0.015] [optim_t 0.474] [lr 0.000235] [CE 4.150 (3.870)] [KD 2.023 (1.885)] +2024-10-20 12:23:30,269 - Train: 83.07% [1039200/1251000] [830.7/1000.0] [batch_t 0.469 (0.432)] [data_t 0.015] [optim_t 0.454] [lr 0.000235] [CE 4.373 (3.917)] [KD 2.081 (1.870)] +2024-10-20 12:23:52,057 - Train: 83.07% [1039250/1251000] [830.7/1000.0] [batch_t 0.457 (0.436)] [data_t 0.015] [optim_t 0.442] [lr 0.000235] [CE 3.435 (3.821)] [KD 1.679 (1.834)] +2024-10-20 12:24:13,898 - Train: 83.08% [1039300/1251000] [830.8/1000.0] [batch_t 0.384 (0.437)] [data_t 0.016] [optim_t 0.369] [lr 0.000235] [CE 4.209 (3.893)] [KD 2.018 (1.894)] +2024-10-20 12:24:35,612 - Train: 83.08% [1039350/1251000] [830.8/1000.0] [batch_t 0.393 (0.434)] [data_t 0.016] [optim_t 0.377] [lr 0.000235] [CE 3.469 (3.813)] [KD 1.692 (1.856)] +2024-10-20 12:24:57,734 - Train: 83.09% [1039400/1251000] [830.9/1000.0] [batch_t 0.453 (0.442)] [data_t 0.015] [optim_t 0.438] [lr 0.000235] [CE 4.070 (3.859)] [KD 1.985 (1.871)] +2024-10-20 12:25:19,774 - Train: 83.09% [1039450/1251000] [830.9/1000.0] [batch_t 0.404 (0.441)] [data_t 0.015] [optim_t 0.388] [lr 0.000235] [CE 4.166 (3.802)] [KD 2.094 (1.853)] +2024-10-20 12:25:42,717 - Train: 83.09% [1039500/1251000] [830.9/1000.0] [batch_t 0.396 (0.459)] [data_t 0.015] [optim_t 0.380] [lr 0.000235] [CE 4.078 (3.783)] [KD 1.967 (1.824)] +2024-10-20 12:26:04,851 - Train: 83.10% [1039550/1251000] [831.0/1000.0] [batch_t 0.417 (0.443)] [data_t 0.015] [optim_t 0.401] [lr 0.000234] [CE 3.910 (3.838)] [KD 1.849 (1.869)] +2024-10-20 12:26:38,827 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 40949] [top5_cnt 47982] [top_all 50000] +2024-10-20 12:26:38,828 - net: 81.898 (95.964) +2024-10-20 12:27:00,658 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 41561] [top5_cnt 48220] [top_all 50000] +2024-10-20 12:27:00,659 - net_E: 83.122 (96.440) +2024-10-20 12:27:00,836 - Max [top1: 82.042 (epoch: 828)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 12:27:00,836 - ==> Total time: 5 days, 12:45:09 Eta: 1 day, 2:59:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 12:27:14,583 - Train: 83.10% [1039600/1251000] [831.0/1000.0] [batch_t 0.361 (0.640)] [data_t 0.016] [optim_t 0.345] [lr 0.000234] [CE 3.448 (3.882)] [KD 1.642 (1.871)] +2024-10-20 12:27:35,871 - Train: 83.11% [1039650/1251000] [831.1/1000.0] [batch_t 0.425 (0.426)] [data_t 0.015] [optim_t 0.410] [lr 0.000234] [CE 3.934 (3.819)] [KD 1.929 (1.838)] +2024-10-20 12:27:58,448 - Train: 83.11% [1039700/1251000] [831.1/1000.0] [batch_t 0.370 (0.451)] [data_t 0.015] [optim_t 0.355] [lr 0.000234] [CE 4.008 (3.773)] [KD 1.876 (1.832)] +2024-10-20 12:28:21,219 - Train: 83.11% [1039750/1251000] [831.1/1000.0] [batch_t 0.462 (0.455)] [data_t 0.015] [optim_t 0.447] [lr 0.000234] [CE 3.740 (3.844)] [KD 1.782 (1.874)] +2024-10-20 12:28:43,317 - Train: 83.12% [1039800/1251000] [831.2/1000.0] [batch_t 0.455 (0.442)] [data_t 0.015] [optim_t 0.439] [lr 0.000234] [CE 3.967 (3.777)] [KD 1.994 (1.829)] +2024-10-20 12:29:05,125 - Train: 83.12% [1039850/1251000] [831.2/1000.0] [batch_t 0.426 (0.436)] [data_t 0.015] [optim_t 0.410] [lr 0.000234] [CE 3.839 (3.850)] [KD 1.771 (1.862)] +2024-10-20 12:29:26,567 - Train: 83.13% [1039900/1251000] [831.3/1000.0] [batch_t 0.456 (0.429)] [data_t 0.015] [optim_t 0.441] [lr 0.000234] [CE 3.902 (3.784)] [KD 1.887 (1.815)] +2024-10-20 12:29:49,178 - Train: 83.13% [1039950/1251000] [831.3/1000.0] [batch_t 0.425 (0.452)] [data_t 0.015] [optim_t 0.409] [lr 0.000234] [CE 3.639 (3.797)] [KD 1.759 (1.845)] +2024-10-20 12:30:12,691 - Train: 83.13% [1040000/1251000] [831.3/1000.0] [batch_t 0.487 (0.470)] [data_t 0.015] [optim_t 0.471] [lr 0.000234] [CE 3.447 (3.887)] [KD 1.670 (1.875)] +2024-10-20 12:30:34,101 - Train: 83.14% [1040050/1251000] [831.4/1000.0] [batch_t 0.417 (0.428)] [data_t 0.016] [optim_t 0.402] [lr 0.000234] [CE 3.853 (3.785)] [KD 1.772 (1.834)] +2024-10-20 12:30:55,950 - Train: 83.14% [1040100/1251000] [831.4/1000.0] [batch_t 0.517 (0.437)] [data_t 0.015] [optim_t 0.502] [lr 0.000233] [CE 4.054 (3.847)] [KD 1.906 (1.854)] +2024-10-20 12:31:17,404 - Train: 83.15% [1040150/1251000] [831.5/1000.0] [batch_t 0.506 (0.429)] [data_t 0.015] [optim_t 0.491] [lr 0.000233] [CE 4.218 (3.832)] [KD 2.059 (1.846)] +2024-10-20 12:31:39,711 - Train: 83.15% [1040200/1251000] [831.5/1000.0] [batch_t 0.429 (0.446)] [data_t 0.015] [optim_t 0.414] [lr 0.000233] [CE 4.179 (3.885)] [KD 2.062 (1.872)] +2024-10-20 12:32:01,823 - Train: 83.15% [1040250/1251000] [831.5/1000.0] [batch_t 0.405 (0.442)] [data_t 0.015] [optim_t 0.389] [lr 0.000233] [CE 3.820 (3.831)] [KD 1.750 (1.845)] +2024-10-20 12:32:24,897 - Train: 83.16% [1040300/1251000] [831.6/1000.0] [batch_t 0.406 (0.461)] [data_t 0.016] [optim_t 0.390] [lr 0.000233] [CE 3.961 (3.775)] [KD 1.827 (1.830)] +2024-10-20 12:32:47,868 - Train: 83.16% [1040350/1251000] [831.6/1000.0] [batch_t 0.480 (0.459)] [data_t 0.015] [optim_t 0.465] [lr 0.000233] [CE 3.860 (3.792)] [KD 1.721 (1.836)] +2024-10-20 12:33:10,308 - Train: 83.17% [1040400/1251000] [831.7/1000.0] [batch_t 0.547 (0.449)] [data_t 0.015] [optim_t 0.532] [lr 0.000233] [CE 4.365 (3.831)] [KD 1.999 (1.844)] +2024-10-20 12:33:32,408 - Train: 83.17% [1040450/1251000] [831.7/1000.0] [batch_t 0.399 (0.442)] [data_t 0.015] [optim_t 0.384] [lr 0.000233] [CE 4.069 (3.831)] [KD 1.979 (1.848)] +2024-10-20 12:33:54,899 - Train: 83.17% [1040500/1251000] [831.7/1000.0] [batch_t 0.363 (0.450)] [data_t 0.015] [optim_t 0.347] [lr 0.000233] [CE 3.914 (3.865)] [KD 1.931 (1.860)] +2024-10-20 12:34:17,165 - Train: 83.18% [1040550/1251000] [831.8/1000.0] [batch_t 0.418 (0.445)] [data_t 0.015] [optim_t 0.403] [lr 0.000233] [CE 4.098 (3.819)] [KD 2.016 (1.847)] +2024-10-20 12:34:39,543 - Train: 83.18% [1040600/1251000] [831.8/1000.0] [batch_t 0.469 (0.447)] [data_t 0.016] [optim_t 0.453] [lr 0.000233] [CE 3.846 (3.802)] [KD 1.864 (1.830)] +2024-10-20 12:35:01,205 - Train: 83.19% [1040650/1251000] [831.9/1000.0] [batch_t 0.433 (0.433)] [data_t 0.016] [optim_t 0.417] [lr 0.000232] [CE 3.645 (3.874)] [KD 1.924 (1.873)] +2024-10-20 12:35:22,748 - Train: 83.19% [1040700/1251000] [831.9/1000.0] [batch_t 0.460 (0.431)] [data_t 0.016] [optim_t 0.445] [lr 0.000232] [CE 3.985 (3.826)] [KD 1.786 (1.832)] +2024-10-20 12:35:43,966 - Train: 83.19% [1040750/1251000] [831.9/1000.0] [batch_t 0.407 (0.424)] [data_t 0.016] [optim_t 0.391] [lr 0.000232] [CE 3.735 (3.880)] [KD 1.886 (1.898)] +2024-10-20 12:36:05,457 - Train: 83.20% [1040800/1251000] [832.0/1000.0] [batch_t 0.362 (0.430)] [data_t 0.016] [optim_t 0.346] [lr 0.000232] [CE 3.769 (3.800)] [KD 1.717 (1.834)] +2024-10-20 12:36:40,186 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 40982] [top5_cnt 48052] [top_all 50000] +2024-10-20 12:36:40,186 - net: 81.964 (96.104) +2024-10-20 12:37:01,962 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41563] [top5_cnt 48218] [top_all 50000] +2024-10-20 12:37:01,963 - net_E: 83.126 (96.436) +2024-10-20 12:37:02,130 - Max [top1: 82.042 (epoch: 828)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 12:37:02,130 - ==> Total time: 5 days, 12:55:10 Eta: 1 day, 2:50:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 12:37:17,654 - Train: 83.20% [1040850/1251000] [832.0/1000.0] [batch_t 0.364 (0.499)] [data_t 0.016] [optim_t 0.349] [lr 0.000232] [CE 3.958 (3.753)] [KD 1.907 (1.797)] +2024-10-20 12:37:37,541 - Train: 83.21% [1040900/1251000] [832.1/1000.0] [batch_t 0.363 (0.398)] [data_t 0.015] [optim_t 0.347] [lr 0.000232] [CE 3.590 (3.791)] [KD 1.611 (1.838)] +2024-10-20 12:37:58,424 - Train: 83.21% [1040950/1251000] [832.1/1000.0] [batch_t 0.362 (0.418)] [data_t 0.016] [optim_t 0.346] [lr 0.000232] [CE 3.558 (3.802)] [KD 1.753 (1.837)] +2024-10-20 12:38:20,339 - Train: 83.21% [1041000/1251000] [832.1/1000.0] [batch_t 0.448 (0.438)] [data_t 0.015] [optim_t 0.433] [lr 0.000232] [CE 3.947 (3.751)] [KD 1.844 (1.799)] +2024-10-20 12:38:42,448 - Train: 83.22% [1041050/1251000] [832.2/1000.0] [batch_t 0.446 (0.442)] [data_t 0.015] [optim_t 0.431] [lr 0.000232] [CE 3.862 (3.882)] [KD 1.821 (1.864)] +2024-10-20 12:39:03,629 - Train: 83.22% [1041100/1251000] [832.2/1000.0] [batch_t 0.415 (0.424)] [data_t 0.016] [optim_t 0.400] [lr 0.000232] [CE 3.287 (3.859)] [KD 1.654 (1.850)] +2024-10-20 12:39:24,440 - Train: 83.23% [1041150/1251000] [832.3/1000.0] [batch_t 0.422 (0.416)] [data_t 0.015] [optim_t 0.406] [lr 0.000231] [CE 3.639 (3.826)] [KD 1.704 (1.860)] +2024-10-20 12:39:46,182 - Train: 83.23% [1041200/1251000] [832.3/1000.0] [batch_t 0.463 (0.435)] [data_t 0.015] [optim_t 0.447] [lr 0.000231] [CE 3.832 (3.787)] [KD 1.963 (1.839)] +2024-10-20 12:40:07,757 - Train: 83.23% [1041250/1251000] [832.3/1000.0] [batch_t 0.407 (0.431)] [data_t 0.015] [optim_t 0.392] [lr 0.000231] [CE 3.729 (3.775)] [KD 1.801 (1.814)] +2024-10-20 12:40:29,493 - Train: 83.24% [1041300/1251000] [832.4/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.347] [lr 0.000231] [CE 3.760 (3.832)] [KD 1.752 (1.836)] +2024-10-20 12:40:51,210 - Train: 83.24% [1041350/1251000] [832.4/1000.0] [batch_t 0.363 (0.434)] [data_t 0.015] [optim_t 0.347] [lr 0.000231] [CE 3.549 (3.917)] [KD 1.720 (1.886)] +2024-10-20 12:41:12,572 - Train: 83.25% [1041400/1251000] [832.5/1000.0] [batch_t 0.404 (0.427)] [data_t 0.015] [optim_t 0.389] [lr 0.000231] [CE 3.443 (3.775)] [KD 1.712 (1.820)] +2024-10-20 12:41:33,493 - Train: 83.25% [1041450/1251000] [832.5/1000.0] [batch_t 0.363 (0.418)] [data_t 0.016] [optim_t 0.348] [lr 0.000231] [CE 3.793 (3.739)] [KD 1.854 (1.808)] +2024-10-20 12:41:54,769 - Train: 83.25% [1041500/1251000] [832.5/1000.0] [batch_t 0.387 (0.425)] [data_t 0.015] [optim_t 0.372] [lr 0.000231] [CE 3.654 (3.861)] [KD 1.911 (1.869)] +2024-10-20 12:42:15,756 - Train: 83.26% [1041550/1251000] [832.6/1000.0] [batch_t 0.502 (0.420)] [data_t 0.016] [optim_t 0.486] [lr 0.000231] [CE 3.864 (3.831)] [KD 1.783 (1.857)] +2024-10-20 12:42:37,251 - Train: 83.26% [1041600/1251000] [832.6/1000.0] [batch_t 0.373 (0.430)] [data_t 0.015] [optim_t 0.357] [lr 0.000231] [CE 3.528 (3.754)] [KD 1.696 (1.817)] +2024-10-20 12:42:59,411 - Train: 83.27% [1041650/1251000] [832.7/1000.0] [batch_t 0.464 (0.443)] [data_t 0.015] [optim_t 0.448] [lr 0.000231] [CE 3.732 (3.873)] [KD 1.827 (1.871)] +2024-10-20 12:43:21,236 - Train: 83.27% [1041700/1251000] [832.7/1000.0] [batch_t 0.432 (0.436)] [data_t 0.015] [optim_t 0.417] [lr 0.000230] [CE 4.456 (3.878)] [KD 2.085 (1.861)] +2024-10-20 12:43:42,694 - Train: 83.27% [1041750/1251000] [832.7/1000.0] [batch_t 0.372 (0.429)] [data_t 0.016] [optim_t 0.357] [lr 0.000230] [CE 3.781 (3.858)] [KD 1.801 (1.855)] +2024-10-20 12:44:04,623 - Train: 83.28% [1041800/1251000] [832.8/1000.0] [batch_t 0.429 (0.438)] [data_t 0.015] [optim_t 0.414] [lr 0.000230] [CE 4.159 (3.850)] [KD 1.948 (1.874)] +2024-10-20 12:44:26,186 - Train: 83.28% [1041850/1251000] [832.8/1000.0] [batch_t 0.455 (0.431)] [data_t 0.015] [optim_t 0.439] [lr 0.000230] [CE 3.800 (3.857)] [KD 1.663 (1.864)] +2024-10-20 12:44:47,988 - Train: 83.29% [1041900/1251000] [832.9/1000.0] [batch_t 0.420 (0.436)] [data_t 0.016] [optim_t 0.404] [lr 0.000230] [CE 3.959 (3.861)] [KD 2.011 (1.876)] +2024-10-20 12:45:10,387 - Train: 83.29% [1041950/1251000] [832.9/1000.0] [batch_t 0.471 (0.448)] [data_t 0.016] [optim_t 0.455] [lr 0.000230] [CE 3.727 (3.827)] [KD 1.765 (1.839)] +2024-10-20 12:45:32,650 - Train: 83.29% [1042000/1251000] [832.9/1000.0] [batch_t 0.466 (0.445)] [data_t 0.015] [optim_t 0.451] [lr 0.000230] [CE 3.801 (3.841)] [KD 1.968 (1.844)] +2024-10-20 12:45:54,237 - Train: 83.30% [1042050/1251000] [833.0/1000.0] [batch_t 0.402 (0.432)] [data_t 0.015] [optim_t 0.387] [lr 0.000230] [CE 3.998 (3.788)] [KD 1.877 (1.842)] +2024-10-20 12:46:29,423 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 40949] [top5_cnt 48015] [top_all 50000] +2024-10-20 12:46:29,424 - net: 81.898 (96.030) +2024-10-20 12:46:51,158 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.427)] [top1_cnt 41572] [top5_cnt 48225] [top_all 50000] +2024-10-20 12:46:51,158 - net_E: 83.144 (96.450) +2024-10-20 12:46:51,304 - Max [top1: 82.042 (epoch: 828)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 12:46:51,304 - ==> Total time: 5 days, 13:04:59 Eta: 1 day, 2:40:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 12:47:03,594 - Train: 83.30% [1042100/1251000] [833.0/1000.0] [batch_t 0.363 (0.639)] [data_t 0.015] [optim_t 0.348] [lr 0.000230] [CE 3.058 (3.714)] [KD 1.492 (1.791)] +2024-10-20 12:47:25,654 - Train: 83.31% [1042150/1251000] [833.1/1000.0] [batch_t 0.358 (0.441)] [data_t 0.015] [optim_t 0.343] [lr 0.000230] [CE 3.460 (3.785)] [KD 1.631 (1.821)] +2024-10-20 12:47:47,794 - Train: 83.31% [1042200/1251000] [833.1/1000.0] [batch_t 0.392 (0.443)] [data_t 0.016] [optim_t 0.376] [lr 0.000230] [CE 3.378 (3.746)] [KD 1.525 (1.798)] +2024-10-20 12:48:09,020 - Train: 83.31% [1042250/1251000] [833.1/1000.0] [batch_t 0.387 (0.424)] [data_t 0.016] [optim_t 0.372] [lr 0.000229] [CE 4.049 (3.880)] [KD 2.076 (1.887)] +2024-10-20 12:48:29,339 - Train: 83.32% [1042300/1251000] [833.2/1000.0] [batch_t 0.447 (0.406)] [data_t 0.015] [optim_t 0.431] [lr 0.000229] [CE 4.155 (3.865)] [KD 1.946 (1.860)] +2024-10-20 12:48:50,657 - Train: 83.32% [1042350/1251000] [833.2/1000.0] [batch_t 0.369 (0.426)] [data_t 0.015] [optim_t 0.354] [lr 0.000229] [CE 3.620 (3.833)] [KD 1.707 (1.835)] +2024-10-20 12:49:12,157 - Train: 83.33% [1042400/1251000] [833.3/1000.0] [batch_t 0.376 (0.430)] [data_t 0.016] [optim_t 0.361] [lr 0.000229] [CE 3.696 (3.842)] [KD 1.951 (1.853)] +2024-10-20 12:49:33,758 - Train: 83.33% [1042450/1251000] [833.3/1000.0] [batch_t 0.575 (0.432)] [data_t 0.016] [optim_t 0.559] [lr 0.000229] [CE 3.557 (3.834)] [KD 1.663 (1.855)] +2024-10-20 12:49:55,779 - Train: 83.33% [1042500/1251000] [833.3/1000.0] [batch_t 0.359 (0.440)] [data_t 0.015] [optim_t 0.344] [lr 0.000229] [CE 3.630 (3.777)] [KD 1.787 (1.828)] +2024-10-20 12:50:16,750 - Train: 83.34% [1042550/1251000] [833.4/1000.0] [batch_t 0.516 (0.419)] [data_t 0.016] [optim_t 0.500] [lr 0.000229] [CE 4.084 (3.769)] [KD 1.981 (1.824)] +2024-10-20 12:50:38,954 - Train: 83.34% [1042600/1251000] [833.4/1000.0] [batch_t 0.503 (0.444)] [data_t 0.015] [optim_t 0.488] [lr 0.000229] [CE 3.980 (3.827)] [KD 1.855 (1.838)] +2024-10-20 12:51:01,254 - Train: 83.35% [1042650/1251000] [833.5/1000.0] [batch_t 0.471 (0.446)] [data_t 0.015] [optim_t 0.455] [lr 0.000229] [CE 4.136 (3.797)] [KD 2.053 (1.849)] +2024-10-20 12:51:22,792 - Train: 83.35% [1042700/1251000] [833.5/1000.0] [batch_t 0.427 (0.431)] [data_t 0.016] [optim_t 0.411] [lr 0.000229] [CE 3.676 (3.838)] [KD 1.716 (1.853)] +2024-10-20 12:51:44,520 - Train: 83.35% [1042750/1251000] [833.5/1000.0] [batch_t 0.418 (0.434)] [data_t 0.016] [optim_t 0.402] [lr 0.000228] [CE 4.012 (3.807)] [KD 2.001 (1.831)] +2024-10-20 12:52:05,770 - Train: 83.36% [1042800/1251000] [833.6/1000.0] [batch_t 0.431 (0.425)] [data_t 0.015] [optim_t 0.416] [lr 0.000228] [CE 3.667 (3.864)] [KD 1.670 (1.867)] +2024-10-20 12:52:27,621 - Train: 83.36% [1042850/1251000] [833.6/1000.0] [batch_t 0.404 (0.437)] [data_t 0.016] [optim_t 0.388] [lr 0.000228] [CE 3.943 (3.843)] [KD 1.907 (1.844)] +2024-10-20 12:52:48,884 - Train: 83.37% [1042900/1251000] [833.7/1000.0] [batch_t 0.396 (0.425)] [data_t 0.015] [optim_t 0.381] [lr 0.000228] [CE 3.943 (3.830)] [KD 1.835 (1.830)] +2024-10-20 12:53:10,446 - Train: 83.37% [1042950/1251000] [833.7/1000.0] [batch_t 0.473 (0.431)] [data_t 0.015] [optim_t 0.457] [lr 0.000228] [CE 4.269 (3.836)] [KD 2.070 (1.838)] +2024-10-20 12:53:31,634 - Train: 83.37% [1043000/1251000] [833.7/1000.0] [batch_t 0.364 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.000228] [CE 4.500 (3.778)] [KD 2.116 (1.817)] +2024-10-20 12:53:53,236 - Train: 83.38% [1043050/1251000] [833.8/1000.0] [batch_t 0.510 (0.432)] [data_t 0.016] [optim_t 0.494] [lr 0.000228] [CE 4.002 (3.842)] [KD 1.919 (1.838)] +2024-10-20 12:54:15,210 - Train: 83.38% [1043100/1251000] [833.8/1000.0] [batch_t 0.427 (0.439)] [data_t 0.016] [optim_t 0.411] [lr 0.000228] [CE 3.744 (3.794)] [KD 1.848 (1.816)] +2024-10-20 12:54:36,858 - Train: 83.39% [1043150/1251000] [833.9/1000.0] [batch_t 0.361 (0.433)] [data_t 0.015] [optim_t 0.346] [lr 0.000228] [CE 3.990 (3.768)] [KD 1.757 (1.818)] +2024-10-20 12:54:58,115 - Train: 83.39% [1043200/1251000] [833.9/1000.0] [batch_t 0.364 (0.425)] [data_t 0.015] [optim_t 0.348] [lr 0.000228] [CE 3.871 (3.919)] [KD 1.827 (1.889)] +2024-10-20 12:55:20,173 - Train: 83.39% [1043250/1251000] [833.9/1000.0] [batch_t 0.514 (0.441)] [data_t 0.015] [optim_t 0.498] [lr 0.000228] [CE 3.770 (3.809)] [KD 1.828 (1.841)] +2024-10-20 12:55:41,587 - Train: 83.40% [1043300/1251000] [834.0/1000.0] [batch_t 0.411 (0.428)] [data_t 0.015] [optim_t 0.396] [lr 0.000227] [CE 4.014 (3.821)] [KD 1.851 (1.833)] +2024-10-20 12:56:16,720 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 40913] [top5_cnt 48003] [top_all 50000] +2024-10-20 12:56:16,720 - net: 81.826 (96.006) +2024-10-20 12:56:39,125 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 41563] [top5_cnt 48226] [top_all 50000] +2024-10-20 12:56:39,126 - net_E: 83.126 (96.452) +2024-10-20 12:56:39,295 - Max [top1: 82.042 (epoch: 828)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 12:56:39,296 - ==> Total time: 5 days, 13:14:47 Eta: 1 day, 2:31:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 12:56:52,125 - Train: 83.40% [1043350/1251000] [834.0/1000.0] [batch_t 0.360 (0.712)] [data_t 0.015] [optim_t 0.344] [lr 0.000227] [CE 3.805 (3.733)] [KD 1.950 (1.811)] +2024-10-20 12:57:11,650 - Train: 83.41% [1043400/1251000] [834.1/1000.0] [batch_t 0.402 (0.390)] [data_t 0.056] [optim_t 0.346] [lr 0.000227] [CE 4.333 (3.898)] [KD 2.097 (1.872)] +2024-10-20 12:57:33,659 - Train: 83.41% [1043450/1251000] [834.1/1000.0] [batch_t 0.494 (0.440)] [data_t 0.015] [optim_t 0.478] [lr 0.000227] [CE 3.978 (3.792)] [KD 2.021 (1.819)] +2024-10-20 12:57:55,454 - Train: 83.41% [1043500/1251000] [834.1/1000.0] [batch_t 0.366 (0.436)] [data_t 0.015] [optim_t 0.351] [lr 0.000227] [CE 3.863 (3.827)] [KD 1.890 (1.805)] +2024-10-20 12:58:17,152 - Train: 83.42% [1043550/1251000] [834.2/1000.0] [batch_t 0.460 (0.434)] [data_t 0.015] [optim_t 0.444] [lr 0.000227] [CE 3.811 (3.828)] [KD 1.764 (1.856)] +2024-10-20 12:58:39,482 - Train: 83.42% [1043600/1251000] [834.2/1000.0] [batch_t 0.456 (0.446)] [data_t 0.016] [optim_t 0.441] [lr 0.000227] [CE 3.587 (3.803)] [KD 1.692 (1.832)] +2024-10-20 12:59:01,541 - Train: 83.43% [1043650/1251000] [834.3/1000.0] [batch_t 0.427 (0.441)] [data_t 0.016] [optim_t 0.412] [lr 0.000227] [CE 3.883 (3.769)] [KD 1.850 (1.809)] +2024-10-20 12:59:24,006 - Train: 83.43% [1043700/1251000] [834.3/1000.0] [batch_t 0.455 (0.449)] [data_t 0.016] [optim_t 0.439] [lr 0.000227] [CE 3.650 (3.768)] [KD 1.797 (1.803)] +2024-10-20 12:59:45,825 - Train: 83.43% [1043750/1251000] [834.3/1000.0] [batch_t 0.458 (0.436)] [data_t 0.016] [optim_t 0.442] [lr 0.000227] [CE 3.828 (3.784)] [KD 1.811 (1.814)] +2024-10-20 13:00:07,808 - Train: 83.44% [1043800/1251000] [834.4/1000.0] [batch_t 0.512 (0.440)] [data_t 0.015] [optim_t 0.496] [lr 0.000227] [CE 3.868 (3.859)] [KD 1.920 (1.842)] +2024-10-20 13:00:30,056 - Train: 83.44% [1043850/1251000] [834.4/1000.0] [batch_t 0.505 (0.445)] [data_t 0.015] [optim_t 0.489] [lr 0.000226] [CE 3.582 (3.817)] [KD 1.757 (1.833)] +2024-10-20 13:00:51,930 - Train: 83.45% [1043900/1251000] [834.5/1000.0] [batch_t 0.420 (0.437)] [data_t 0.015] [optim_t 0.405] [lr 0.000226] [CE 4.155 (3.792)] [KD 1.964 (1.798)] +2024-10-20 13:01:14,038 - Train: 83.45% [1043950/1251000] [834.5/1000.0] [batch_t 0.476 (0.442)] [data_t 0.015] [optim_t 0.460] [lr 0.000226] [CE 3.377 (3.899)] [KD 1.554 (1.849)] +2024-10-20 13:01:36,453 - Train: 83.45% [1044000/1251000] [834.5/1000.0] [batch_t 0.361 (0.448)] [data_t 0.015] [optim_t 0.346] [lr 0.000226] [CE 4.100 (3.839)] [KD 2.057 (1.868)] +2024-10-20 13:01:58,629 - Train: 83.46% [1044050/1251000] [834.6/1000.0] [batch_t 0.401 (0.443)] [data_t 0.016] [optim_t 0.385] [lr 0.000226] [CE 3.305 (3.840)] [KD 1.553 (1.858)] +2024-10-20 13:02:20,644 - Train: 83.46% [1044100/1251000] [834.6/1000.0] [batch_t 0.419 (0.440)] [data_t 0.016] [optim_t 0.403] [lr 0.000226] [CE 3.590 (3.774)] [KD 1.723 (1.823)] +2024-10-20 13:02:43,208 - Train: 83.47% [1044150/1251000] [834.7/1000.0] [batch_t 0.491 (0.451)] [data_t 0.016] [optim_t 0.476] [lr 0.000226] [CE 4.386 (3.811)] [KD 1.972 (1.835)] +2024-10-20 13:03:04,850 - Train: 83.47% [1044200/1251000] [834.7/1000.0] [batch_t 0.409 (0.433)] [data_t 0.015] [optim_t 0.394] [lr 0.000226] [CE 3.983 (3.814)] [KD 1.815 (1.859)] +2024-10-20 13:03:26,287 - Train: 83.47% [1044250/1251000] [834.7/1000.0] [batch_t 0.409 (0.429)] [data_t 0.015] [optim_t 0.393] [lr 0.000226] [CE 3.966 (3.881)] [KD 1.897 (1.862)] +2024-10-20 13:03:48,251 - Train: 83.48% [1044300/1251000] [834.8/1000.0] [batch_t 0.366 (0.439)] [data_t 0.015] [optim_t 0.350] [lr 0.000226] [CE 3.898 (3.826)] [KD 1.800 (1.839)] +2024-10-20 13:04:09,968 - Train: 83.48% [1044350/1251000] [834.8/1000.0] [batch_t 0.439 (0.434)] [data_t 0.015] [optim_t 0.423] [lr 0.000226] [CE 3.565 (3.793)] [KD 1.782 (1.824)] +2024-10-20 13:04:32,253 - Train: 83.49% [1044400/1251000] [834.9/1000.0] [batch_t 0.414 (0.446)] [data_t 0.015] [optim_t 0.399] [lr 0.000225] [CE 3.940 (3.794)] [KD 1.759 (1.837)] +2024-10-20 13:04:54,354 - Train: 83.49% [1044450/1251000] [834.9/1000.0] [batch_t 0.392 (0.442)] [data_t 0.015] [optim_t 0.377] [lr 0.000225] [CE 4.376 (3.781)] [KD 2.162 (1.814)] +2024-10-20 13:05:16,287 - Train: 83.49% [1044500/1251000] [834.9/1000.0] [batch_t 0.498 (0.439)] [data_t 0.015] [optim_t 0.483] [lr 0.000225] [CE 3.679 (3.787)] [KD 1.640 (1.814)] +2024-10-20 13:05:38,191 - Train: 83.50% [1044550/1251000] [835.0/1000.0] [batch_t 0.366 (0.438)] [data_t 0.016] [optim_t 0.350] [lr 0.000225] [CE 3.483 (3.879)] [KD 1.611 (1.858)] +2024-10-20 13:06:14,261 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41051] [top5_cnt 47999] [top_all 50000] +2024-10-20 13:06:14,262 - net: 82.102 (95.998) +2024-10-20 13:06:35,339 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 41536] [top5_cnt 48225] [top_all 50000] +2024-10-20 13:06:35,339 - net_E: 83.072 (96.450) +2024-10-20 13:06:35,490 - Max [top1: 82.102 (epoch: 835)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 13:06:35,491 - ==> Total time: 5 days, 13:24:44 Eta: 1 day, 2:21:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 13:06:49,555 - Train: 83.50% [1044600/1251000] [835.0/1000.0] [batch_t 0.361 (0.637)] [data_t 0.015] [optim_t 0.346] [lr 0.000225] [CE 3.724 (3.837)] [KD 1.749 (1.831)] +2024-10-20 13:07:09,977 - Train: 83.51% [1044650/1251000] [835.1/1000.0] [batch_t 0.398 (0.408)] [data_t 0.016] [optim_t 0.383] [lr 0.000225] [CE 3.920 (3.802)] [KD 2.005 (1.818)] +2024-10-20 13:07:31,989 - Train: 83.51% [1044700/1251000] [835.1/1000.0] [batch_t 0.437 (0.440)] [data_t 0.016] [optim_t 0.421] [lr 0.000225] [CE 3.746 (3.814)] [KD 1.866 (1.828)] +2024-10-20 13:07:53,005 - Train: 83.51% [1044750/1251000] [835.1/1000.0] [batch_t 0.439 (0.420)] [data_t 0.015] [optim_t 0.424] [lr 0.000225] [CE 4.184 (3.805)] [KD 1.993 (1.841)] +2024-10-20 13:08:13,752 - Train: 83.52% [1044800/1251000] [835.2/1000.0] [batch_t 0.428 (0.415)] [data_t 0.016] [optim_t 0.413] [lr 0.000225] [CE 3.793 (3.800)] [KD 1.679 (1.819)] +2024-10-20 13:08:35,136 - Train: 83.52% [1044850/1251000] [835.2/1000.0] [batch_t 0.434 (0.428)] [data_t 0.089] [optim_t 0.345] [lr 0.000225] [CE 3.709 (3.756)] [KD 1.754 (1.802)] +2024-10-20 13:08:56,430 - Train: 83.53% [1044900/1251000] [835.3/1000.0] [batch_t 0.433 (0.426)] [data_t 0.086] [optim_t 0.347] [lr 0.000225] [CE 3.927 (3.810)] [KD 1.894 (1.846)] +2024-10-20 13:09:18,761 - Train: 83.53% [1044950/1251000] [835.3/1000.0] [batch_t 0.457 (0.447)] [data_t 0.015] [optim_t 0.441] [lr 0.000224] [CE 3.906 (3.800)] [KD 1.887 (1.822)] +2024-10-20 13:09:40,551 - Train: 83.53% [1045000/1251000] [835.3/1000.0] [batch_t 0.454 (0.436)] [data_t 0.015] [optim_t 0.438] [lr 0.000224] [CE 3.995 (3.803)] [KD 1.866 (1.811)] +2024-10-20 13:10:02,416 - Train: 83.54% [1045050/1251000] [835.4/1000.0] [batch_t 0.458 (0.437)] [data_t 0.015] [optim_t 0.443] [lr 0.000224] [CE 3.890 (3.851)] [KD 1.926 (1.847)] +2024-10-20 13:10:23,373 - Train: 83.54% [1045100/1251000] [835.4/1000.0] [batch_t 0.430 (0.419)] [data_t 0.016] [optim_t 0.415] [lr 0.000224] [CE 4.371 (3.832)] [KD 2.220 (1.856)] +2024-10-20 13:10:44,974 - Train: 83.55% [1045150/1251000] [835.5/1000.0] [batch_t 0.470 (0.432)] [data_t 0.015] [optim_t 0.455] [lr 0.000224] [CE 3.852 (3.783)] [KD 1.948 (1.830)] +2024-10-20 13:11:06,546 - Train: 83.55% [1045200/1251000] [835.5/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.000224] [CE 3.467 (3.820)] [KD 1.644 (1.819)] +2024-10-20 13:11:27,904 - Train: 83.55% [1045250/1251000] [835.5/1000.0] [batch_t 0.428 (0.427)] [data_t 0.016] [optim_t 0.413] [lr 0.000224] [CE 3.712 (3.769)] [KD 1.806 (1.818)] +2024-10-20 13:11:49,194 - Train: 83.56% [1045300/1251000] [835.6/1000.0] [batch_t 0.494 (0.426)] [data_t 0.148] [optim_t 0.345] [lr 0.000224] [CE 4.047 (3.766)] [KD 1.809 (1.811)] +2024-10-20 13:12:10,815 - Train: 83.56% [1045350/1251000] [835.6/1000.0] [batch_t 0.407 (0.432)] [data_t 0.062] [optim_t 0.345] [lr 0.000224] [CE 3.862 (3.813)] [KD 1.983 (1.819)] +2024-10-20 13:12:32,553 - Train: 83.57% [1045400/1251000] [835.7/1000.0] [batch_t 0.443 (0.435)] [data_t 0.097] [optim_t 0.347] [lr 0.000224] [CE 4.087 (3.885)] [KD 2.017 (1.890)] +2024-10-20 13:12:54,323 - Train: 83.57% [1045450/1251000] [835.7/1000.0] [batch_t 0.399 (0.435)] [data_t 0.054] [optim_t 0.345] [lr 0.000223] [CE 3.983 (3.767)] [KD 1.865 (1.807)] +2024-10-20 13:13:15,550 - Train: 83.57% [1045500/1251000] [835.7/1000.0] [batch_t 0.419 (0.424)] [data_t 0.075] [optim_t 0.344] [lr 0.000223] [CE 4.037 (3.842)] [KD 1.804 (1.838)] +2024-10-20 13:13:37,553 - Train: 83.58% [1045550/1251000] [835.8/1000.0] [batch_t 0.441 (0.440)] [data_t 0.095] [optim_t 0.346] [lr 0.000223] [CE 3.809 (3.848)] [KD 1.720 (1.866)] +2024-10-20 13:13:59,083 - Train: 83.58% [1045600/1251000] [835.8/1000.0] [batch_t 0.483 (0.430)] [data_t 0.136] [optim_t 0.346] [lr 0.000223] [CE 4.002 (3.822)] [KD 1.969 (1.844)] +2024-10-20 13:14:20,508 - Train: 83.59% [1045650/1251000] [835.9/1000.0] [batch_t 0.450 (0.428)] [data_t 0.097] [optim_t 0.352] [lr 0.000223] [CE 4.140 (3.824)] [KD 1.886 (1.847)] +2024-10-20 13:14:42,182 - Train: 83.59% [1045700/1251000] [835.9/1000.0] [batch_t 0.434 (0.433)] [data_t 0.088] [optim_t 0.346] [lr 0.000223] [CE 3.559 (3.792)] [KD 1.755 (1.827)] +2024-10-20 13:15:03,879 - Train: 83.59% [1045750/1251000] [835.9/1000.0] [batch_t 0.513 (0.434)] [data_t 0.167] [optim_t 0.346] [lr 0.000223] [CE 3.299 (3.725)] [KD 1.473 (1.772)] +2024-10-20 13:15:25,619 - Train: 83.60% [1045800/1251000] [836.0/1000.0] [batch_t 0.439 (0.435)] [data_t 0.092] [optim_t 0.347] [lr 0.000223] [CE 4.339 (3.822)] [KD 2.036 (1.818)] +2024-10-20 13:16:02,544 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 40978] [top5_cnt 48025] [top_all 50000] +2024-10-20 13:16:02,545 - net: 81.956 (96.050) +2024-10-20 13:16:24,395 - Test (net_E): 100.00% [50/50] [batch_t 0.149 (0.429)] [top1_cnt 41539] [top5_cnt 48234] [top_all 50000] +2024-10-20 13:16:24,395 - net_E: 83.078 (96.468) +2024-10-20 13:16:24,585 - Max [top1: 82.102 (epoch: 835)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 13:16:24,586 - ==> Total time: 5 days, 13:34:33 Eta: 1 day, 2:12:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 13:16:36,311 - Train: 83.60% [1045850/1251000] [836.0/1000.0] [batch_t 0.362 (0.738)] [data_t 0.016] [optim_t 0.346] [lr 0.000223] [CE 3.751 (3.875)] [KD 1.875 (1.862)] +2024-10-20 13:16:57,444 - Train: 83.61% [1045900/1251000] [836.1/1000.0] [batch_t 0.496 (0.423)] [data_t 0.015] [optim_t 0.480] [lr 0.000223] [CE 3.696 (3.843)] [KD 1.782 (1.852)] +2024-10-20 13:17:18,744 - Train: 83.61% [1045950/1251000] [836.1/1000.0] [batch_t 0.470 (0.426)] [data_t 0.015] [optim_t 0.455] [lr 0.000223] [CE 3.877 (3.741)] [KD 1.920 (1.811)] +2024-10-20 13:17:40,585 - Train: 83.61% [1046000/1251000] [836.1/1000.0] [batch_t 0.406 (0.437)] [data_t 0.016] [optim_t 0.391] [lr 0.000222] [CE 3.603 (3.790)] [KD 1.713 (1.813)] +2024-10-20 13:18:02,051 - Train: 83.62% [1046050/1251000] [836.2/1000.0] [batch_t 0.361 (0.429)] [data_t 0.015] [optim_t 0.346] [lr 0.000222] [CE 4.145 (3.796)] [KD 1.996 (1.835)] +2024-10-20 13:18:22,852 - Train: 83.62% [1046100/1251000] [836.2/1000.0] [batch_t 0.417 (0.416)] [data_t 0.015] [optim_t 0.402] [lr 0.000222] [CE 3.616 (3.843)] [KD 1.735 (1.830)] +2024-10-20 13:18:44,397 - Train: 83.63% [1046150/1251000] [836.3/1000.0] [batch_t 0.409 (0.431)] [data_t 0.015] [optim_t 0.394] [lr 0.000222] [CE 4.023 (3.840)] [KD 2.048 (1.835)] +2024-10-20 13:19:05,794 - Train: 83.63% [1046200/1251000] [836.3/1000.0] [batch_t 0.366 (0.428)] [data_t 0.015] [optim_t 0.350] [lr 0.000222] [CE 3.880 (3.875)] [KD 1.891 (1.840)] +2024-10-20 13:19:27,314 - Train: 83.63% [1046250/1251000] [836.3/1000.0] [batch_t 0.410 (0.430)] [data_t 0.015] [optim_t 0.395] [lr 0.000222] [CE 3.373 (3.780)] [KD 1.533 (1.814)] +2024-10-20 13:19:48,629 - Train: 83.64% [1046300/1251000] [836.4/1000.0] [batch_t 0.432 (0.426)] [data_t 0.016] [optim_t 0.416] [lr 0.000222] [CE 3.642 (3.787)] [KD 1.595 (1.810)] +2024-10-20 13:20:10,165 - Train: 83.64% [1046350/1251000] [836.4/1000.0] [batch_t 0.420 (0.431)] [data_t 0.015] [optim_t 0.405] [lr 0.000222] [CE 3.908 (3.791)] [KD 1.891 (1.805)] +2024-10-20 13:20:31,494 - Train: 83.65% [1046400/1251000] [836.5/1000.0] [batch_t 0.465 (0.426)] [data_t 0.015] [optim_t 0.449] [lr 0.000222] [CE 3.708 (3.787)] [KD 1.771 (1.826)] +2024-10-20 13:20:52,857 - Train: 83.65% [1046450/1251000] [836.5/1000.0] [batch_t 0.415 (0.427)] [data_t 0.015] [optim_t 0.400] [lr 0.000222] [CE 4.389 (3.790)] [KD 2.040 (1.818)] +2024-10-20 13:21:14,516 - Train: 83.65% [1046500/1251000] [836.5/1000.0] [batch_t 0.468 (0.433)] [data_t 0.015] [optim_t 0.453] [lr 0.000222] [CE 4.009 (3.799)] [KD 1.945 (1.814)] +2024-10-20 13:21:36,209 - Train: 83.66% [1046550/1251000] [836.6/1000.0] [batch_t 0.435 (0.434)] [data_t 0.015] [optim_t 0.419] [lr 0.000221] [CE 3.655 (3.815)] [KD 1.727 (1.841)] +2024-10-20 13:21:57,907 - Train: 83.66% [1046600/1251000] [836.6/1000.0] [batch_t 0.468 (0.434)] [data_t 0.015] [optim_t 0.453] [lr 0.000221] [CE 3.449 (3.825)] [KD 1.703 (1.818)] +2024-10-20 13:22:19,286 - Train: 83.67% [1046650/1251000] [836.7/1000.0] [batch_t 0.383 (0.427)] [data_t 0.015] [optim_t 0.368] [lr 0.000221] [CE 4.040 (3.820)] [KD 1.981 (1.831)] +2024-10-20 13:22:41,124 - Train: 83.67% [1046700/1251000] [836.7/1000.0] [batch_t 0.444 (0.437)] [data_t 0.015] [optim_t 0.428] [lr 0.000221] [CE 3.824 (3.803)] [KD 1.849 (1.814)] +2024-10-20 13:23:03,267 - Train: 83.67% [1046750/1251000] [836.7/1000.0] [batch_t 0.479 (0.443)] [data_t 0.016] [optim_t 0.464] [lr 0.000221] [CE 3.938 (3.835)] [KD 1.924 (1.830)] +2024-10-20 13:23:24,591 - Train: 83.68% [1046800/1251000] [836.8/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.000221] [CE 3.730 (3.806)] [KD 1.651 (1.834)] +2024-10-20 13:23:46,016 - Train: 83.68% [1046850/1251000] [836.8/1000.0] [batch_t 0.441 (0.428)] [data_t 0.016] [optim_t 0.425] [lr 0.000221] [CE 3.919 (3.793)] [KD 1.828 (1.792)] +2024-10-20 13:24:07,456 - Train: 83.69% [1046900/1251000] [836.9/1000.0] [batch_t 0.469 (0.429)] [data_t 0.015] [optim_t 0.454] [lr 0.000221] [CE 4.083 (3.903)] [KD 2.003 (1.865)] +2024-10-20 13:24:29,159 - Train: 83.69% [1046950/1251000] [836.9/1000.0] [batch_t 0.395 (0.434)] [data_t 0.016] [optim_t 0.379] [lr 0.000221] [CE 3.751 (3.827)] [KD 1.738 (1.822)] +2024-10-20 13:24:51,046 - Train: 83.69% [1047000/1251000] [836.9/1000.0] [batch_t 0.423 (0.438)] [data_t 0.015] [optim_t 0.407] [lr 0.000221] [CE 3.943 (3.841)] [KD 1.891 (1.826)] +2024-10-20 13:25:13,040 - Train: 83.70% [1047050/1251000] [837.0/1000.0] [batch_t 0.514 (0.440)] [data_t 0.015] [optim_t 0.498] [lr 0.000221] [CE 3.709 (3.800)] [KD 1.866 (1.827)] +2024-10-20 13:25:50,026 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 40945] [top5_cnt 47996] [top_all 50000] +2024-10-20 13:25:50,026 - net: 81.890 (95.992) +2024-10-20 13:26:11,892 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 41553] [top5_cnt 48236] [top_all 50000] +2024-10-20 13:26:11,892 - net_E: 83.106 (96.472) +2024-10-20 13:26:12,058 - Max [top1: 82.102 (epoch: 835)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 13:26:12,058 - ==> Total time: 5 days, 13:44:20 Eta: 1 day, 2:02:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 13:26:22,891 - Train: 83.70% [1047100/1251000] [837.0/1000.0] [batch_t 0.366 (0.727)] [data_t 0.015] [optim_t 0.350] [lr 0.000220] [CE 3.887 (3.741)] [KD 1.946 (1.790)] +2024-10-20 13:26:44,061 - Train: 83.71% [1047150/1251000] [837.1/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.000220] [CE 3.699 (3.788)] [KD 1.890 (1.831)] +2024-10-20 13:27:05,291 - Train: 83.71% [1047200/1251000] [837.1/1000.0] [batch_t 0.499 (0.425)] [data_t 0.015] [optim_t 0.483] [lr 0.000220] [CE 3.505 (3.737)] [KD 1.664 (1.770)] +2024-10-20 13:27:26,283 - Train: 83.71% [1047250/1251000] [837.1/1000.0] [batch_t 0.450 (0.420)] [data_t 0.015] [optim_t 0.435] [lr 0.000220] [CE 4.203 (3.816)] [KD 1.958 (1.832)] +2024-10-20 13:27:47,534 - Train: 83.72% [1047300/1251000] [837.2/1000.0] [batch_t 0.431 (0.425)] [data_t 0.015] [optim_t 0.416] [lr 0.000220] [CE 3.523 (3.804)] [KD 1.858 (1.820)] +2024-10-20 13:28:08,531 - Train: 83.72% [1047350/1251000] [837.2/1000.0] [batch_t 0.566 (0.420)] [data_t 0.015] [optim_t 0.551] [lr 0.000220] [CE 4.126 (3.809)] [KD 1.967 (1.832)] +2024-10-20 13:28:29,283 - Train: 83.73% [1047400/1251000] [837.3/1000.0] [batch_t 0.406 (0.415)] [data_t 0.015] [optim_t 0.391] [lr 0.000220] [CE 3.187 (3.779)] [KD 1.551 (1.809)] +2024-10-20 13:28:50,852 - Train: 83.73% [1047450/1251000] [837.3/1000.0] [batch_t 0.427 (0.431)] [data_t 0.079] [optim_t 0.348] [lr 0.000220] [CE 3.641 (3.812)] [KD 1.721 (1.817)] +2024-10-20 13:29:12,089 - Train: 83.73% [1047500/1251000] [837.3/1000.0] [batch_t 0.418 (0.425)] [data_t 0.075] [optim_t 0.343] [lr 0.000220] [CE 3.539 (3.814)] [KD 1.651 (1.816)] +2024-10-20 13:29:33,295 - Train: 83.74% [1047550/1251000] [837.4/1000.0] [batch_t 0.369 (0.424)] [data_t 0.022] [optim_t 0.346] [lr 0.000220] [CE 4.144 (3.852)] [KD 2.043 (1.840)] +2024-10-20 13:29:54,893 - Train: 83.74% [1047600/1251000] [837.4/1000.0] [batch_t 0.413 (0.432)] [data_t 0.065] [optim_t 0.348] [lr 0.000220] [CE 3.923 (3.794)] [KD 1.859 (1.807)] +2024-10-20 13:30:16,587 - Train: 83.75% [1047650/1251000] [837.5/1000.0] [batch_t 0.465 (0.434)] [data_t 0.120] [optim_t 0.345] [lr 0.000219] [CE 4.251 (3.859)] [KD 1.986 (1.845)] +2024-10-20 13:30:37,770 - Train: 83.75% [1047700/1251000] [837.5/1000.0] [batch_t 0.436 (0.424)] [data_t 0.092] [optim_t 0.344] [lr 0.000219] [CE 3.822 (3.823)] [KD 1.884 (1.806)] +2024-10-20 13:30:58,964 - Train: 83.75% [1047750/1251000] [837.5/1000.0] [batch_t 0.446 (0.424)] [data_t 0.104] [optim_t 0.342] [lr 0.000219] [CE 3.729 (3.837)] [KD 1.836 (1.832)] +2024-10-20 13:31:20,193 - Train: 83.76% [1047800/1251000] [837.6/1000.0] [batch_t 0.391 (0.424)] [data_t 0.045] [optim_t 0.346] [lr 0.000219] [CE 4.009 (3.843)] [KD 2.077 (1.832)] +2024-10-20 13:31:41,860 - Train: 83.76% [1047850/1251000] [837.6/1000.0] [batch_t 0.475 (0.433)] [data_t 0.132] [optim_t 0.342] [lr 0.000219] [CE 3.766 (3.824)] [KD 1.861 (1.843)] +2024-10-20 13:32:03,690 - Train: 83.76% [1047900/1251000] [837.6/1000.0] [batch_t 0.360 (0.436)] [data_t 0.015] [optim_t 0.345] [lr 0.000219] [CE 3.945 (3.840)] [KD 1.785 (1.836)] +2024-10-20 13:32:24,838 - Train: 83.77% [1047950/1251000] [837.7/1000.0] [batch_t 0.383 (0.423)] [data_t 0.035] [optim_t 0.348] [lr 0.000219] [CE 4.139 (3.769)] [KD 2.026 (1.814)] +2024-10-20 13:32:46,285 - Train: 83.77% [1048000/1251000] [837.7/1000.0] [batch_t 0.452 (0.429)] [data_t 0.108] [optim_t 0.344] [lr 0.000219] [CE 3.746 (3.787)] [KD 1.867 (1.800)] +2024-10-20 13:33:07,868 - Train: 83.78% [1048050/1251000] [837.8/1000.0] [batch_t 0.394 (0.432)] [data_t 0.050] [optim_t 0.344] [lr 0.000219] [CE 3.714 (3.822)] [KD 1.779 (1.822)] +2024-10-20 13:33:29,319 - Train: 83.78% [1048100/1251000] [837.8/1000.0] [batch_t 0.410 (0.429)] [data_t 0.065] [optim_t 0.345] [lr 0.000219] [CE 3.747 (3.794)] [KD 1.749 (1.807)] +2024-10-20 13:33:50,763 - Train: 83.78% [1048150/1251000] [837.8/1000.0] [batch_t 0.393 (0.429)] [data_t 0.050] [optim_t 0.343] [lr 0.000219] [CE 3.748 (3.800)] [KD 1.908 (1.812)] +2024-10-20 13:34:11,990 - Train: 83.79% [1048200/1251000] [837.9/1000.0] [batch_t 0.448 (0.424)] [data_t 0.102] [optim_t 0.346] [lr 0.000218] [CE 3.887 (3.857)] [KD 1.819 (1.868)] +2024-10-20 13:34:33,673 - Train: 83.79% [1048250/1251000] [837.9/1000.0] [batch_t 0.419 (0.434)] [data_t 0.074] [optim_t 0.344] [lr 0.000218] [CE 4.229 (3.850)] [KD 1.975 (1.845)] +2024-10-20 13:34:55,599 - Train: 83.80% [1048300/1251000] [838.0/1000.0] [batch_t 0.481 (0.438)] [data_t 0.138] [optim_t 0.343] [lr 0.000218] [CE 4.109 (3.804)] [KD 2.220 (1.837)] +2024-10-20 13:35:32,928 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 41036] [top5_cnt 48033] [top_all 50000] +2024-10-20 13:35:32,928 - net: 82.072 (96.066) +2024-10-20 13:35:55,403 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 41537] [top5_cnt 48223] [top_all 50000] +2024-10-20 13:35:55,404 - net_E: 83.074 (96.446) +2024-10-20 13:35:55,566 - Max [top1: 82.102 (epoch: 835)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 13:35:55,567 - ==> Total time: 5 days, 13:54:04 Eta: 1 day, 1:53:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 13:36:06,555 - Train: 83.80% [1048350/1251000] [838.0/1000.0] [batch_t 0.358 (0.780)] [data_t 0.016] [optim_t 0.342] [lr 0.000218] [CE 3.827 (3.756)] [KD 1.875 (1.783)] +2024-10-20 13:36:26,893 - Train: 83.80% [1048400/1251000] [838.0/1000.0] [batch_t 0.462 (0.407)] [data_t 0.016] [optim_t 0.446] [lr 0.000218] [CE 3.398 (3.833)] [KD 1.649 (1.851)] +2024-10-20 13:36:49,577 - Train: 83.81% [1048450/1251000] [838.1/1000.0] [batch_t 0.472 (0.454)] [data_t 0.015] [optim_t 0.457] [lr 0.000218] [CE 4.340 (3.837)] [KD 1.934 (1.839)] +2024-10-20 13:37:13,153 - Train: 83.81% [1048500/1251000] [838.1/1000.0] [batch_t 0.558 (0.471)] [data_t 0.015] [optim_t 0.542] [lr 0.000218] [CE 3.508 (3.874)] [KD 1.644 (1.852)] +2024-10-20 13:37:35,778 - Train: 83.82% [1048550/1251000] [838.2/1000.0] [batch_t 0.415 (0.452)] [data_t 0.015] [optim_t 0.399] [lr 0.000218] [CE 3.273 (3.787)] [KD 1.556 (1.824)] +2024-10-20 13:37:58,022 - Train: 83.82% [1048600/1251000] [838.2/1000.0] [batch_t 0.480 (0.445)] [data_t 0.015] [optim_t 0.464] [lr 0.000218] [CE 3.390 (3.828)] [KD 1.552 (1.835)] +2024-10-20 13:38:20,262 - Train: 83.82% [1048650/1251000] [838.2/1000.0] [batch_t 0.443 (0.445)] [data_t 0.015] [optim_t 0.427] [lr 0.000218] [CE 3.594 (3.767)] [KD 1.718 (1.804)] +2024-10-20 13:38:42,788 - Train: 83.83% [1048700/1251000] [838.3/1000.0] [batch_t 0.406 (0.450)] [data_t 0.015] [optim_t 0.390] [lr 0.000218] [CE 3.898 (3.797)] [KD 1.839 (1.813)] +2024-10-20 13:39:05,099 - Train: 83.83% [1048750/1251000] [838.3/1000.0] [batch_t 0.464 (0.446)] [data_t 0.016] [optim_t 0.448] [lr 0.000217] [CE 3.975 (3.829)] [KD 1.843 (1.850)] +2024-10-20 13:39:27,683 - Train: 83.84% [1048800/1251000] [838.4/1000.0] [batch_t 0.499 (0.452)] [data_t 0.015] [optim_t 0.484] [lr 0.000217] [CE 3.746 (3.811)] [KD 1.795 (1.833)] +2024-10-20 13:39:50,539 - Train: 83.84% [1048850/1251000] [838.4/1000.0] [batch_t 0.363 (0.457)] [data_t 0.015] [optim_t 0.348] [lr 0.000217] [CE 4.480 (3.853)] [KD 2.153 (1.845)] +2024-10-20 13:40:13,651 - Train: 83.84% [1048900/1251000] [838.4/1000.0] [batch_t 0.460 (0.462)] [data_t 0.015] [optim_t 0.445] [lr 0.000217] [CE 4.068 (3.854)] [KD 1.940 (1.849)] +2024-10-20 13:40:35,026 - Train: 83.85% [1048950/1251000] [838.5/1000.0] [batch_t 0.425 (0.427)] [data_t 0.015] [optim_t 0.410] [lr 0.000217] [CE 3.966 (3.805)] [KD 1.944 (1.811)] +2024-10-20 13:40:57,656 - Train: 83.85% [1049000/1251000] [838.5/1000.0] [batch_t 0.477 (0.452)] [data_t 0.015] [optim_t 0.461] [lr 0.000217] [CE 3.936 (3.825)] [KD 2.023 (1.853)] +2024-10-20 13:41:20,678 - Train: 83.86% [1049050/1251000] [838.6/1000.0] [batch_t 0.477 (0.460)] [data_t 0.016] [optim_t 0.462] [lr 0.000217] [CE 3.662 (3.736)] [KD 1.693 (1.804)] +2024-10-20 13:41:44,459 - Train: 83.86% [1049100/1251000] [838.6/1000.0] [batch_t 0.448 (0.475)] [data_t 0.015] [optim_t 0.432] [lr 0.000217] [CE 4.068 (3.770)] [KD 1.943 (1.806)] +2024-10-20 13:42:07,385 - Train: 83.86% [1049150/1251000] [838.6/1000.0] [batch_t 0.442 (0.458)] [data_t 0.016] [optim_t 0.427] [lr 0.000217] [CE 3.576 (3.866)] [KD 1.711 (1.851)] +2024-10-20 13:42:30,306 - Train: 83.87% [1049200/1251000] [838.7/1000.0] [batch_t 0.404 (0.458)] [data_t 0.015] [optim_t 0.388] [lr 0.000217] [CE 3.780 (3.806)] [KD 1.722 (1.821)] +2024-10-20 13:42:53,116 - Train: 83.87% [1049250/1251000] [838.7/1000.0] [batch_t 0.427 (0.456)] [data_t 0.016] [optim_t 0.412] [lr 0.000217] [CE 3.828 (3.836)] [KD 1.788 (1.822)] +2024-10-20 13:43:16,167 - Train: 83.88% [1049300/1251000] [838.8/1000.0] [batch_t 0.458 (0.461)] [data_t 0.016] [optim_t 0.442] [lr 0.000216] [CE 3.974 (3.840)] [KD 1.831 (1.831)] +2024-10-20 13:43:39,058 - Train: 83.88% [1049350/1251000] [838.8/1000.0] [batch_t 0.435 (0.458)] [data_t 0.016] [optim_t 0.419] [lr 0.000216] [CE 3.670 (3.860)] [KD 1.679 (1.856)] +2024-10-20 13:44:01,589 - Train: 83.88% [1049400/1251000] [838.8/1000.0] [batch_t 0.465 (0.450)] [data_t 0.016] [optim_t 0.449] [lr 0.000216] [CE 3.760 (3.833)] [KD 1.919 (1.819)] +2024-10-20 13:44:24,332 - Train: 83.89% [1049450/1251000] [838.9/1000.0] [batch_t 0.520 (0.455)] [data_t 0.016] [optim_t 0.504] [lr 0.000216] [CE 4.109 (3.816)] [KD 1.901 (1.814)] +2024-10-20 13:44:48,476 - Train: 83.89% [1049500/1251000] [838.9/1000.0] [batch_t 0.463 (0.483)] [data_t 0.015] [optim_t 0.447] [lr 0.000216] [CE 4.024 (3.813)] [KD 1.994 (1.823)] +2024-10-20 13:45:10,716 - Train: 83.90% [1049550/1251000] [839.0/1000.0] [batch_t 0.395 (0.445)] [data_t 0.015] [optim_t 0.380] [lr 0.000216] [CE 3.751 (3.758)] [KD 1.934 (1.801)] +2024-10-20 13:45:49,541 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.454)] [top1_cnt 41025] [top5_cnt 48045] [top_all 50000] +2024-10-20 13:45:49,541 - net: 82.050 (96.090) +2024-10-20 13:46:12,487 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.452)] [top1_cnt 41536] [top5_cnt 48238] [top_all 50000] +2024-10-20 13:46:12,487 - net_E: 83.072 (96.476) +2024-10-20 13:46:12,660 - Max [top1: 82.102 (epoch: 835)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 13:46:12,661 - ==> Total time: 5 days, 14:04:21 Eta: 1 day, 1:43:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 13:46:23,767 - Train: 83.90% [1049600/1251000] [839.0/1000.0] [batch_t 0.370 (0.874)] [data_t 0.015] [optim_t 0.355] [lr 0.000216] [CE 3.452 (3.716)] [KD 1.668 (1.748)] +2024-10-20 13:46:44,237 - Train: 83.90% [1049650/1251000] [839.0/1000.0] [batch_t 0.491 (0.409)] [data_t 0.148] [optim_t 0.343] [lr 0.000216] [CE 3.772 (3.773)] [KD 1.790 (1.800)] +2024-10-20 13:47:08,545 - Train: 83.91% [1049700/1251000] [839.1/1000.0] [batch_t 0.560 (0.486)] [data_t 0.218] [optim_t 0.343] [lr 0.000216] [CE 3.437 (3.845)] [KD 1.659 (1.822)] +2024-10-20 13:47:30,577 - Train: 83.91% [1049750/1251000] [839.1/1000.0] [batch_t 0.544 (0.441)] [data_t 0.200] [optim_t 0.344] [lr 0.000216] [CE 3.694 (3.785)] [KD 1.687 (1.807)] +2024-10-20 13:47:53,053 - Train: 83.92% [1049800/1251000] [839.2/1000.0] [batch_t 0.511 (0.449)] [data_t 0.171] [optim_t 0.340] [lr 0.000216] [CE 3.891 (3.840)] [KD 1.809 (1.819)] +2024-10-20 13:48:16,109 - Train: 83.92% [1049850/1251000] [839.2/1000.0] [batch_t 0.454 (0.461)] [data_t 0.111] [optim_t 0.343] [lr 0.000215] [CE 3.783 (3.773)] [KD 1.836 (1.807)] +2024-10-20 13:48:38,828 - Train: 83.92% [1049900/1251000] [839.2/1000.0] [batch_t 0.432 (0.454)] [data_t 0.086] [optim_t 0.347] [lr 0.000215] [CE 4.571 (3.839)] [KD 2.210 (1.823)] +2024-10-20 13:49:01,449 - Train: 83.93% [1049950/1251000] [839.3/1000.0] [batch_t 0.456 (0.452)] [data_t 0.112] [optim_t 0.344] [lr 0.000215] [CE 3.821 (3.824)] [KD 1.844 (1.821)] +2024-10-20 13:49:24,154 - Train: 83.93% [1050000/1251000] [839.3/1000.0] [batch_t 0.478 (0.454)] [data_t 0.137] [optim_t 0.341] [lr 0.000215] [CE 3.591 (3.727)] [KD 1.725 (1.768)] +2024-10-20 13:49:46,761 - Train: 83.94% [1050050/1251000] [839.4/1000.0] [batch_t 0.437 (0.452)] [data_t 0.096] [optim_t 0.341] [lr 0.000215] [CE 3.954 (3.847)] [KD 1.909 (1.814)] +2024-10-20 13:50:10,307 - Train: 83.94% [1050100/1251000] [839.4/1000.0] [batch_t 0.449 (0.471)] [data_t 0.106] [optim_t 0.343] [lr 0.000215] [CE 3.636 (3.754)] [KD 1.824 (1.782)] +2024-10-20 13:50:33,462 - Train: 83.94% [1050150/1251000] [839.4/1000.0] [batch_t 0.362 (0.463)] [data_t 0.015] [optim_t 0.346] [lr 0.000215] [CE 4.101 (3.838)] [KD 2.027 (1.842)] +2024-10-20 13:50:56,491 - Train: 83.95% [1050200/1251000] [839.5/1000.0] [batch_t 0.493 (0.460)] [data_t 0.146] [optim_t 0.347] [lr 0.000215] [CE 3.691 (3.860)] [KD 1.570 (1.828)] +2024-10-20 13:51:18,293 - Train: 83.95% [1050250/1251000] [839.5/1000.0] [batch_t 0.393 (0.436)] [data_t 0.049] [optim_t 0.344] [lr 0.000215] [CE 3.711 (3.798)] [KD 1.754 (1.822)] +2024-10-20 13:51:39,215 - Train: 83.96% [1050300/1251000] [839.6/1000.0] [batch_t 0.362 (0.418)] [data_t 0.016] [optim_t 0.346] [lr 0.000215] [CE 4.021 (3.853)] [KD 1.998 (1.837)] +2024-10-20 13:52:02,377 - Train: 83.96% [1050350/1251000] [839.6/1000.0] [batch_t 0.504 (0.463)] [data_t 0.016] [optim_t 0.488] [lr 0.000215] [CE 3.679 (3.837)] [KD 1.750 (1.828)] +2024-10-20 13:52:25,976 - Train: 83.96% [1050400/1251000] [839.6/1000.0] [batch_t 0.412 (0.472)] [data_t 0.016] [optim_t 0.397] [lr 0.000214] [CE 4.044 (3.759)] [KD 1.988 (1.806)] +2024-10-20 13:52:48,775 - Train: 83.97% [1050450/1251000] [839.7/1000.0] [batch_t 0.532 (0.456)] [data_t 0.016] [optim_t 0.516] [lr 0.000214] [CE 4.305 (3.792)] [KD 1.907 (1.807)] +2024-10-20 13:53:11,864 - Train: 83.97% [1050500/1251000] [839.7/1000.0] [batch_t 0.432 (0.462)] [data_t 0.016] [optim_t 0.417] [lr 0.000214] [CE 4.011 (3.792)] [KD 1.873 (1.814)] +2024-10-20 13:53:33,934 - Train: 83.98% [1050550/1251000] [839.8/1000.0] [batch_t 0.477 (0.441)] [data_t 0.016] [optim_t 0.462] [lr 0.000214] [CE 3.716 (3.769)] [KD 1.726 (1.784)] +2024-10-20 13:53:57,110 - Train: 83.98% [1050600/1251000] [839.8/1000.0] [batch_t 0.437 (0.463)] [data_t 0.015] [optim_t 0.422] [lr 0.000214] [CE 3.485 (3.781)] [KD 1.758 (1.802)] +2024-10-20 13:54:18,803 - Train: 83.98% [1050650/1251000] [839.8/1000.0] [batch_t 0.398 (0.434)] [data_t 0.016] [optim_t 0.383] [lr 0.000214] [CE 3.711 (3.861)] [KD 1.830 (1.849)] +2024-10-20 13:54:40,162 - Train: 83.99% [1050700/1251000] [839.9/1000.0] [batch_t 0.431 (0.427)] [data_t 0.015] [optim_t 0.416] [lr 0.000214] [CE 3.380 (3.843)] [KD 1.531 (1.825)] +2024-10-20 13:55:02,026 - Train: 83.99% [1050750/1251000] [839.9/1000.0] [batch_t 0.420 (0.437)] [data_t 0.016] [optim_t 0.404] [lr 0.000214] [CE 3.918 (3.827)] [KD 2.002 (1.800)] +2024-10-20 13:55:23,220 - Train: 84.00% [1050800/1251000] [840.0/1000.0] [batch_t 0.434 (0.424)] [data_t 0.015] [optim_t 0.418] [lr 0.000214] [CE 4.105 (3.818)] [KD 1.961 (1.811)] +2024-10-20 13:56:01,879 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.446)] [top1_cnt 41012] [top5_cnt 48037] [top_all 50000] +2024-10-20 13:56:01,879 - net: 82.024 (96.074) +2024-10-20 13:56:23,635 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41551] [top5_cnt 48243] [top_all 50000] +2024-10-20 13:56:23,636 - net_E: 83.102 (96.486) +2024-10-20 13:56:23,816 - Max [top1: 82.102 (epoch: 835)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 13:56:23,816 - ==> Total time: 5 days, 14:14:32 Eta: 1 day, 1:34:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 13:56:35,750 - Train: 84.00% [1050850/1251000] [840.0/1000.0] [batch_t 0.364 (0.689)] [data_t 0.016] [optim_t 0.349] [lr 0.000214] [CE 3.991 (3.919)] [KD 1.839 (1.881)] +2024-10-20 13:56:55,561 - Train: 84.00% [1050900/1251000] [840.0/1000.0] [batch_t 0.383 (0.396)] [data_t 0.015] [optim_t 0.367] [lr 0.000214] [CE 4.085 (3.858)] [KD 1.947 (1.842)] +2024-10-20 13:57:18,253 - Train: 84.01% [1050950/1251000] [840.1/1000.0] [batch_t 0.475 (0.454)] [data_t 0.015] [optim_t 0.459] [lr 0.000213] [CE 3.580 (3.795)] [KD 1.802 (1.820)] +2024-10-20 13:57:40,911 - Train: 84.01% [1051000/1251000] [840.1/1000.0] [batch_t 0.547 (0.453)] [data_t 0.015] [optim_t 0.531] [lr 0.000213] [CE 3.855 (3.859)] [KD 1.906 (1.829)] +2024-10-20 13:58:02,013 - Train: 84.02% [1051050/1251000] [840.2/1000.0] [batch_t 0.489 (0.422)] [data_t 0.016] [optim_t 0.473] [lr 0.000213] [CE 4.010 (3.885)] [KD 1.846 (1.855)] +2024-10-20 13:58:23,692 - Train: 84.02% [1051100/1251000] [840.2/1000.0] [batch_t 0.386 (0.433)] [data_t 0.015] [optim_t 0.370] [lr 0.000213] [CE 4.122 (3.798)] [KD 2.004 (1.804)] +2024-10-20 13:58:45,071 - Train: 84.02% [1051150/1251000] [840.2/1000.0] [batch_t 0.537 (0.427)] [data_t 0.016] [optim_t 0.521] [lr 0.000213] [CE 4.362 (3.732)] [KD 2.008 (1.766)] +2024-10-20 13:59:07,543 - Train: 84.03% [1051200/1251000] [840.3/1000.0] [batch_t 0.485 (0.449)] [data_t 0.016] [optim_t 0.469] [lr 0.000213] [CE 3.886 (3.856)] [KD 1.841 (1.836)] +2024-10-20 13:59:29,792 - Train: 84.03% [1051250/1251000] [840.3/1000.0] [batch_t 0.539 (0.445)] [data_t 0.015] [optim_t 0.524] [lr 0.000213] [CE 3.990 (3.785)] [KD 1.898 (1.787)] +2024-10-20 13:59:51,724 - Train: 84.04% [1051300/1251000] [840.4/1000.0] [batch_t 0.392 (0.439)] [data_t 0.015] [optim_t 0.377] [lr 0.000213] [CE 3.748 (3.750)] [KD 1.802 (1.777)] +2024-10-20 14:00:13,725 - Train: 84.04% [1051350/1251000] [840.4/1000.0] [batch_t 0.425 (0.440)] [data_t 0.015] [optim_t 0.410] [lr 0.000213] [CE 3.551 (3.800)] [KD 1.783 (1.804)] +2024-10-20 14:00:35,949 - Train: 84.04% [1051400/1251000] [840.4/1000.0] [batch_t 0.505 (0.444)] [data_t 0.015] [optim_t 0.489] [lr 0.000213] [CE 3.966 (3.853)] [KD 1.818 (1.829)] +2024-10-20 14:00:58,243 - Train: 84.05% [1051450/1251000] [840.5/1000.0] [batch_t 0.434 (0.446)] [data_t 0.015] [optim_t 0.419] [lr 0.000213] [CE 3.533 (3.758)] [KD 1.806 (1.800)] +2024-10-20 14:01:20,351 - Train: 84.05% [1051500/1251000] [840.5/1000.0] [batch_t 0.477 (0.442)] [data_t 0.015] [optim_t 0.462] [lr 0.000213] [CE 3.427 (3.836)] [KD 1.692 (1.839)] +2024-10-20 14:01:41,591 - Train: 84.06% [1051550/1251000] [840.6/1000.0] [batch_t 0.432 (0.425)] [data_t 0.015] [optim_t 0.417] [lr 0.000212] [CE 3.640 (3.843)] [KD 1.679 (1.836)] +2024-10-20 14:02:03,441 - Train: 84.06% [1051600/1251000] [840.6/1000.0] [batch_t 0.505 (0.437)] [data_t 0.015] [optim_t 0.489] [lr 0.000212] [CE 4.102 (3.779)] [KD 1.878 (1.765)] +2024-10-20 14:02:25,330 - Train: 84.06% [1051650/1251000] [840.6/1000.0] [batch_t 0.359 (0.438)] [data_t 0.016] [optim_t 0.344] [lr 0.000212] [CE 4.232 (3.788)] [KD 2.106 (1.772)] +2024-10-20 14:02:47,720 - Train: 84.07% [1051700/1251000] [840.7/1000.0] [batch_t 0.527 (0.448)] [data_t 0.015] [optim_t 0.511] [lr 0.000212] [CE 3.845 (3.747)] [KD 1.925 (1.785)] +2024-10-20 14:03:10,346 - Train: 84.07% [1051750/1251000] [840.7/1000.0] [batch_t 0.467 (0.452)] [data_t 0.015] [optim_t 0.452] [lr 0.000212] [CE 3.966 (3.851)] [KD 1.949 (1.829)] +2024-10-20 14:03:32,865 - Train: 84.08% [1051800/1251000] [840.8/1000.0] [batch_t 0.464 (0.450)] [data_t 0.015] [optim_t 0.449] [lr 0.000212] [CE 3.555 (3.821)] [KD 1.698 (1.827)] +2024-10-20 14:03:55,983 - Train: 84.08% [1051850/1251000] [840.8/1000.0] [batch_t 0.480 (0.462)] [data_t 0.015] [optim_t 0.464] [lr 0.000212] [CE 3.901 (3.770)] [KD 1.889 (1.806)] +2024-10-20 14:04:19,190 - Train: 84.08% [1051900/1251000] [840.8/1000.0] [batch_t 0.455 (0.464)] [data_t 0.015] [optim_t 0.440] [lr 0.000212] [CE 3.525 (3.823)] [KD 1.646 (1.826)] +2024-10-20 14:04:42,395 - Train: 84.09% [1051950/1251000] [840.9/1000.0] [batch_t 0.428 (0.464)] [data_t 0.015] [optim_t 0.413] [lr 0.000212] [CE 3.267 (3.738)] [KD 1.545 (1.775)] +2024-10-20 14:05:05,427 - Train: 84.09% [1052000/1251000] [840.9/1000.0] [batch_t 0.380 (0.461)] [data_t 0.015] [optim_t 0.364] [lr 0.000212] [CE 4.070 (3.773)] [KD 1.827 (1.787)] +2024-10-20 14:05:28,093 - Train: 84.10% [1052050/1251000] [841.0/1000.0] [batch_t 0.478 (0.453)] [data_t 0.015] [optim_t 0.462] [lr 0.000212] [CE 4.236 (3.846)] [KD 2.126 (1.848)] +2024-10-20 14:06:07,817 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.444)] [top1_cnt 41132] [top5_cnt 48053] [top_all 50000] +2024-10-20 14:06:07,818 - net: 82.264 (96.106) +2024-10-20 14:06:29,702 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 41550] [top5_cnt 48239] [top_all 50000] +2024-10-20 14:06:29,702 - net_E: 83.100 (96.478) +2024-10-20 14:06:29,882 - Max [top1: 82.264 (epoch: 841)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 14:06:29,882 - ==> Total time: 5 days, 14:24:38 Eta: 1 day, 1:24:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 14:06:41,385 - Train: 84.10% [1052100/1251000] [841.0/1000.0] [batch_t 0.363 (0.743)] [data_t 0.016] [optim_t 0.348] [lr 0.000211] [CE 4.182 (3.817)] [KD 2.105 (1.802)] +2024-10-20 14:07:00,874 - Train: 84.10% [1052150/1251000] [841.0/1000.0] [batch_t 0.360 (0.390)] [data_t 0.015] [optim_t 0.344] [lr 0.000211] [CE 3.933 (3.833)] [KD 1.981 (1.841)] +2024-10-20 14:07:22,376 - Train: 84.11% [1052200/1251000] [841.1/1000.0] [batch_t 0.366 (0.430)] [data_t 0.015] [optim_t 0.350] [lr 0.000211] [CE 3.809 (3.828)] [KD 1.831 (1.814)] +2024-10-20 14:07:44,017 - Train: 84.11% [1052250/1251000] [841.1/1000.0] [batch_t 0.374 (0.433)] [data_t 0.016] [optim_t 0.358] [lr 0.000211] [CE 3.979 (3.745)] [KD 1.909 (1.773)] +2024-10-20 14:08:06,308 - Train: 84.12% [1052300/1251000] [841.2/1000.0] [batch_t 0.427 (0.446)] [data_t 0.015] [optim_t 0.412] [lr 0.000211] [CE 3.317 (3.803)] [KD 1.527 (1.811)] +2024-10-20 14:08:28,960 - Train: 84.12% [1052350/1251000] [841.2/1000.0] [batch_t 0.523 (0.453)] [data_t 0.016] [optim_t 0.507] [lr 0.000211] [CE 3.632 (3.857)] [KD 1.771 (1.848)] +2024-10-20 14:08:51,270 - Train: 84.12% [1052400/1251000] [841.2/1000.0] [batch_t 0.508 (0.446)] [data_t 0.016] [optim_t 0.493] [lr 0.000211] [CE 3.487 (3.733)] [KD 1.761 (1.763)] +2024-10-20 14:09:12,666 - Train: 84.13% [1052450/1251000] [841.3/1000.0] [batch_t 0.496 (0.428)] [data_t 0.015] [optim_t 0.481] [lr 0.000211] [CE 3.324 (3.767)] [KD 1.498 (1.788)] +2024-10-20 14:09:34,491 - Train: 84.13% [1052500/1251000] [841.3/1000.0] [batch_t 0.466 (0.436)] [data_t 0.016] [optim_t 0.450] [lr 0.000211] [CE 3.317 (3.883)] [KD 1.520 (1.856)] +2024-10-20 14:09:55,893 - Train: 84.14% [1052550/1251000] [841.4/1000.0] [batch_t 0.362 (0.428)] [data_t 0.016] [optim_t 0.347] [lr 0.000211] [CE 3.926 (3.840)] [KD 1.938 (1.838)] +2024-10-20 14:10:18,316 - Train: 84.14% [1052600/1251000] [841.4/1000.0] [batch_t 0.416 (0.448)] [data_t 0.016] [optim_t 0.400] [lr 0.000211] [CE 3.233 (3.801)] [KD 1.543 (1.829)] +2024-10-20 14:10:39,526 - Train: 84.14% [1052650/1251000] [841.4/1000.0] [batch_t 0.382 (0.424)] [data_t 0.016] [optim_t 0.366] [lr 0.000210] [CE 3.842 (3.883)] [KD 1.957 (1.840)] +2024-10-20 14:11:01,157 - Train: 84.15% [1052700/1251000] [841.5/1000.0] [batch_t 0.510 (0.432)] [data_t 0.016] [optim_t 0.495] [lr 0.000210] [CE 3.531 (3.810)] [KD 1.721 (1.815)] +2024-10-20 14:11:22,910 - Train: 84.15% [1052750/1251000] [841.5/1000.0] [batch_t 0.629 (0.435)] [data_t 0.016] [optim_t 0.613] [lr 0.000210] [CE 4.023 (3.763)] [KD 1.809 (1.783)] +2024-10-20 14:11:44,094 - Train: 84.16% [1052800/1251000] [841.6/1000.0] [batch_t 0.460 (0.424)] [data_t 0.016] [optim_t 0.444] [lr 0.000210] [CE 4.082 (3.768)] [KD 1.892 (1.773)] +2024-10-20 14:12:05,448 - Train: 84.16% [1052850/1251000] [841.6/1000.0] [batch_t 0.396 (0.427)] [data_t 0.016] [optim_t 0.380] [lr 0.000210] [CE 3.817 (3.800)] [KD 1.976 (1.809)] +2024-10-20 14:12:26,652 - Train: 84.16% [1052900/1251000] [841.6/1000.0] [batch_t 0.368 (0.424)] [data_t 0.016] [optim_t 0.352] [lr 0.000210] [CE 3.728 (3.829)] [KD 1.836 (1.841)] +2024-10-20 14:12:48,551 - Train: 84.17% [1052950/1251000] [841.7/1000.0] [batch_t 0.445 (0.438)] [data_t 0.016] [optim_t 0.429] [lr 0.000210] [CE 3.780 (3.774)] [KD 1.897 (1.791)] +2024-10-20 14:13:10,795 - Train: 84.17% [1053000/1251000] [841.7/1000.0] [batch_t 0.366 (0.445)] [data_t 0.015] [optim_t 0.351] [lr 0.000210] [CE 3.426 (3.887)] [KD 1.496 (1.835)] +2024-10-20 14:13:32,796 - Train: 84.18% [1053050/1251000] [841.8/1000.0] [batch_t 0.470 (0.440)] [data_t 0.016] [optim_t 0.455] [lr 0.000210] [CE 3.313 (3.831)] [KD 1.576 (1.828)] +2024-10-20 14:13:54,711 - Train: 84.18% [1053100/1251000] [841.8/1000.0] [batch_t 0.466 (0.438)] [data_t 0.016] [optim_t 0.451] [lr 0.000210] [CE 3.624 (3.780)] [KD 1.739 (1.803)] +2024-10-20 14:14:16,368 - Train: 84.18% [1053150/1251000] [841.8/1000.0] [batch_t 0.411 (0.433)] [data_t 0.016] [optim_t 0.396] [lr 0.000210] [CE 3.941 (3.868)] [KD 1.790 (1.839)] +2024-10-20 14:14:38,077 - Train: 84.19% [1053200/1251000] [841.9/1000.0] [batch_t 0.504 (0.434)] [data_t 0.016] [optim_t 0.489] [lr 0.000209] [CE 3.548 (3.745)] [KD 1.756 (1.787)] +2024-10-20 14:14:59,191 - Train: 84.19% [1053250/1251000] [841.9/1000.0] [batch_t 0.413 (0.422)] [data_t 0.016] [optim_t 0.397] [lr 0.000209] [CE 3.743 (3.751)] [KD 1.824 (1.780)] +2024-10-20 14:15:20,951 - Train: 84.20% [1053300/1251000] [842.0/1000.0] [batch_t 0.470 (0.435)] [data_t 0.016] [optim_t 0.454] [lr 0.000209] [CE 4.191 (3.808)] [KD 2.000 (1.815)] +2024-10-20 14:16:00,902 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.450)] [top1_cnt 41026] [top5_cnt 48068] [top_all 50000] +2024-10-20 14:16:00,903 - net: 82.052 (96.136) +2024-10-20 14:16:22,786 - Test (net_E): 100.00% [50/50] [batch_t 0.152 (0.430)] [top1_cnt 41543] [top5_cnt 48230] [top_all 50000] +2024-10-20 14:16:22,786 - net_E: 83.086 (96.460) +2024-10-20 14:16:22,958 - Max [top1: 82.264 (epoch: 841)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 14:16:22,959 - ==> Total time: 5 days, 14:34:31 Eta: 1 day, 1:15:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 14:16:32,221 - Train: 84.20% [1053350/1251000] [842.0/1000.0] [batch_t 0.363 (0.958)] [data_t 0.015] [optim_t 0.348] [lr 0.000209] [CE 3.536 (3.826)] [KD 1.767 (1.805)] +2024-10-20 14:16:51,478 - Train: 84.20% [1053400/1251000] [842.0/1000.0] [batch_t 0.381 (0.385)] [data_t 0.016] [optim_t 0.365] [lr 0.000209] [CE 4.130 (3.851)] [KD 1.898 (1.833)] +2024-10-20 14:17:12,698 - Train: 84.21% [1053450/1251000] [842.1/1000.0] [batch_t 0.505 (0.424)] [data_t 0.015] [optim_t 0.489] [lr 0.000209] [CE 3.758 (3.765)] [KD 1.704 (1.800)] +2024-10-20 14:17:34,797 - Train: 84.21% [1053500/1251000] [842.1/1000.0] [batch_t 0.418 (0.442)] [data_t 0.015] [optim_t 0.402] [lr 0.000209] [CE 4.188 (3.893)] [KD 1.924 (1.852)] +2024-10-20 14:17:56,342 - Train: 84.22% [1053550/1251000] [842.2/1000.0] [batch_t 0.377 (0.431)] [data_t 0.015] [optim_t 0.362] [lr 0.000209] [CE 3.737 (3.745)] [KD 1.757 (1.782)] +2024-10-20 14:18:18,312 - Train: 84.22% [1053600/1251000] [842.2/1000.0] [batch_t 0.360 (0.439)] [data_t 0.016] [optim_t 0.345] [lr 0.000209] [CE 3.858 (3.800)] [KD 1.888 (1.800)] +2024-10-20 14:18:39,551 - Train: 84.22% [1053650/1251000] [842.2/1000.0] [batch_t 0.431 (0.425)] [data_t 0.015] [optim_t 0.415] [lr 0.000209] [CE 3.584 (3.788)] [KD 1.607 (1.792)] +2024-10-20 14:19:00,960 - Train: 84.23% [1053700/1251000] [842.3/1000.0] [batch_t 0.525 (0.428)] [data_t 0.015] [optim_t 0.509] [lr 0.000209] [CE 3.939 (3.847)] [KD 1.932 (1.830)] +2024-10-20 14:19:22,194 - Train: 84.23% [1053750/1251000] [842.3/1000.0] [batch_t 0.505 (0.425)] [data_t 0.015] [optim_t 0.490] [lr 0.000208] [CE 3.748 (3.842)] [KD 1.739 (1.820)] +2024-10-20 14:19:43,391 - Train: 84.24% [1053800/1251000] [842.4/1000.0] [batch_t 0.446 (0.424)] [data_t 0.016] [optim_t 0.430] [lr 0.000208] [CE 3.473 (3.795)] [KD 1.661 (1.775)] +2024-10-20 14:20:04,349 - Train: 84.24% [1053850/1251000] [842.4/1000.0] [batch_t 0.421 (0.419)] [data_t 0.015] [optim_t 0.406] [lr 0.000208] [CE 3.492 (3.852)] [KD 1.696 (1.821)] +2024-10-20 14:20:25,594 - Train: 84.24% [1053900/1251000] [842.4/1000.0] [batch_t 0.469 (0.425)] [data_t 0.015] [optim_t 0.454] [lr 0.000208] [CE 4.186 (3.768)] [KD 2.023 (1.794)] +2024-10-20 14:20:47,496 - Train: 84.25% [1053950/1251000] [842.5/1000.0] [batch_t 0.387 (0.438)] [data_t 0.015] [optim_t 0.371] [lr 0.000208] [CE 3.335 (3.831)] [KD 1.633 (1.837)] +2024-10-20 14:21:09,155 - Train: 84.25% [1054000/1251000] [842.5/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.348] [lr 0.000208] [CE 4.237 (3.807)] [KD 2.120 (1.814)] +2024-10-20 14:21:30,893 - Train: 84.26% [1054050/1251000] [842.6/1000.0] [batch_t 0.462 (0.435)] [data_t 0.015] [optim_t 0.447] [lr 0.000208] [CE 3.347 (3.716)] [KD 1.499 (1.764)] +2024-10-20 14:21:52,625 - Train: 84.26% [1054100/1251000] [842.6/1000.0] [batch_t 0.400 (0.435)] [data_t 0.015] [optim_t 0.385] [lr 0.000208] [CE 3.396 (3.875)] [KD 1.590 (1.833)] +2024-10-20 14:22:14,752 - Train: 84.26% [1054150/1251000] [842.6/1000.0] [batch_t 0.520 (0.442)] [data_t 0.015] [optim_t 0.505] [lr 0.000208] [CE 3.764 (3.843)] [KD 1.751 (1.807)] +2024-10-20 14:22:36,168 - Train: 84.27% [1054200/1251000] [842.7/1000.0] [batch_t 0.422 (0.428)] [data_t 0.015] [optim_t 0.406] [lr 0.000208] [CE 3.783 (3.795)] [KD 1.933 (1.807)] +2024-10-20 14:22:57,992 - Train: 84.27% [1054250/1251000] [842.7/1000.0] [batch_t 0.444 (0.436)] [data_t 0.015] [optim_t 0.428] [lr 0.000208] [CE 3.485 (3.769)] [KD 1.723 (1.783)] +2024-10-20 14:23:20,492 - Train: 84.28% [1054300/1251000] [842.8/1000.0] [batch_t 0.440 (0.450)] [data_t 0.015] [optim_t 0.425] [lr 0.000208] [CE 3.676 (3.852)] [KD 1.669 (1.829)] +2024-10-20 14:23:41,773 - Train: 84.28% [1054350/1251000] [842.8/1000.0] [batch_t 0.471 (0.426)] [data_t 0.015] [optim_t 0.456] [lr 0.000207] [CE 3.931 (3.875)] [KD 1.808 (1.848)] +2024-10-20 14:24:03,223 - Train: 84.28% [1054400/1251000] [842.8/1000.0] [batch_t 0.411 (0.429)] [data_t 0.015] [optim_t 0.396] [lr 0.000207] [CE 3.531 (3.799)] [KD 1.751 (1.801)] +2024-10-20 14:24:24,946 - Train: 84.29% [1054450/1251000] [842.9/1000.0] [batch_t 0.494 (0.434)] [data_t 0.015] [optim_t 0.479] [lr 0.000207] [CE 4.048 (3.779)] [KD 1.865 (1.799)] +2024-10-20 14:24:46,602 - Train: 84.29% [1054500/1251000] [842.9/1000.0] [batch_t 0.457 (0.433)] [data_t 0.015] [optim_t 0.442] [lr 0.000207] [CE 3.485 (3.755)] [KD 1.684 (1.790)] +2024-10-20 14:25:07,785 - Train: 84.30% [1054550/1251000] [843.0/1000.0] [batch_t 0.447 (0.424)] [data_t 0.015] [optim_t 0.432] [lr 0.000207] [CE 3.860 (3.856)] [KD 1.879 (1.826)] +2024-10-20 14:25:46,387 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 41055] [top5_cnt 48070] [top_all 50000] +2024-10-20 14:25:46,387 - net: 82.110 (96.140) +2024-10-20 14:26:08,569 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 41556] [top5_cnt 48245] [top_all 50000] +2024-10-20 14:26:08,570 - net_E: 83.112 (96.490) +2024-10-20 14:26:08,707 - Max [top1: 82.264 (epoch: 841)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 14:26:08,707 - ==> Total time: 5 days, 14:44:17 Eta: 1 day, 1:05:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 14:26:17,371 - Train: 84.30% [1054600/1251000] [843.0/1000.0] [batch_t 0.362 (1.048)] [data_t 0.016] [optim_t 0.346] [lr 0.000207] [CE 3.410 (3.694)] [KD 1.666 (1.764)] +2024-10-20 14:26:37,321 - Train: 84.30% [1054650/1251000] [843.0/1000.0] [batch_t 0.359 (0.399)] [data_t 0.015] [optim_t 0.344] [lr 0.000207] [CE 3.816 (3.744)] [KD 1.906 (1.776)] +2024-10-20 14:26:59,083 - Train: 84.31% [1054700/1251000] [843.1/1000.0] [batch_t 0.579 (0.435)] [data_t 0.015] [optim_t 0.563] [lr 0.000207] [CE 3.744 (3.786)] [KD 1.703 (1.797)] +2024-10-20 14:27:20,399 - Train: 84.31% [1054750/1251000] [843.1/1000.0] [batch_t 0.453 (0.426)] [data_t 0.015] [optim_t 0.437] [lr 0.000207] [CE 3.555 (3.794)] [KD 1.689 (1.803)] +2024-10-20 14:27:42,051 - Train: 84.32% [1054800/1251000] [843.2/1000.0] [batch_t 0.380 (0.433)] [data_t 0.015] [optim_t 0.365] [lr 0.000207] [CE 3.689 (3.820)] [KD 1.840 (1.816)] +2024-10-20 14:28:04,047 - Train: 84.32% [1054850/1251000] [843.2/1000.0] [batch_t 0.503 (0.440)] [data_t 0.015] [optim_t 0.488] [lr 0.000207] [CE 3.624 (3.880)] [KD 1.676 (1.842)] +2024-10-20 14:28:26,589 - Train: 84.32% [1054900/1251000] [843.2/1000.0] [batch_t 0.431 (0.451)] [data_t 0.015] [optim_t 0.415] [lr 0.000206] [CE 3.978 (3.778)] [KD 1.720 (1.804)] +2024-10-20 14:28:49,251 - Train: 84.33% [1054950/1251000] [843.3/1000.0] [batch_t 0.440 (0.453)] [data_t 0.015] [optim_t 0.425] [lr 0.000206] [CE 4.019 (3.885)] [KD 2.067 (1.824)] +2024-10-20 14:29:11,287 - Train: 84.33% [1055000/1251000] [843.3/1000.0] [batch_t 0.485 (0.441)] [data_t 0.015] [optim_t 0.470] [lr 0.000206] [CE 3.824 (3.857)] [KD 1.848 (1.838)] +2024-10-20 14:29:33,333 - Train: 84.34% [1055050/1251000] [843.4/1000.0] [batch_t 0.437 (0.441)] [data_t 0.015] [optim_t 0.422] [lr 0.000206] [CE 4.020 (3.762)] [KD 1.942 (1.790)] +2024-10-20 14:29:55,626 - Train: 84.34% [1055100/1251000] [843.4/1000.0] [batch_t 0.412 (0.446)] [data_t 0.015] [optim_t 0.397] [lr 0.000206] [CE 3.986 (3.818)] [KD 1.986 (1.825)] +2024-10-20 14:30:17,919 - Train: 84.34% [1055150/1251000] [843.4/1000.0] [batch_t 0.435 (0.446)] [data_t 0.015] [optim_t 0.419] [lr 0.000206] [CE 3.747 (3.844)] [KD 1.732 (1.825)] +2024-10-20 14:30:39,567 - Train: 84.35% [1055200/1251000] [843.5/1000.0] [batch_t 0.419 (0.433)] [data_t 0.015] [optim_t 0.404] [lr 0.000206] [CE 4.100 (3.803)] [KD 2.066 (1.813)] +2024-10-20 14:31:00,853 - Train: 84.35% [1055250/1251000] [843.5/1000.0] [batch_t 0.369 (0.426)] [data_t 0.016] [optim_t 0.353] [lr 0.000206] [CE 4.396 (3.825)] [KD 2.018 (1.825)] +2024-10-20 14:31:22,904 - Train: 84.36% [1055300/1251000] [843.6/1000.0] [batch_t 0.379 (0.441)] [data_t 0.015] [optim_t 0.364] [lr 0.000206] [CE 3.533 (3.797)] [KD 1.572 (1.802)] +2024-10-20 14:31:45,426 - Train: 84.36% [1055350/1251000] [843.6/1000.0] [batch_t 0.387 (0.450)] [data_t 0.015] [optim_t 0.372] [lr 0.000206] [CE 4.036 (3.739)] [KD 1.813 (1.758)] +2024-10-20 14:32:07,433 - Train: 84.36% [1055400/1251000] [843.6/1000.0] [batch_t 0.440 (0.440)] [data_t 0.015] [optim_t 0.425] [lr 0.000206] [CE 4.016 (3.827)] [KD 1.825 (1.816)] +2024-10-20 14:32:28,751 - Train: 84.37% [1055450/1251000] [843.7/1000.0] [batch_t 0.420 (0.426)] [data_t 0.015] [optim_t 0.405] [lr 0.000205] [CE 4.263 (3.750)] [KD 2.126 (1.780)] +2024-10-20 14:32:49,822 - Train: 84.37% [1055500/1251000] [843.7/1000.0] [batch_t 0.433 (0.421)] [data_t 0.015] [optim_t 0.418] [lr 0.000205] [CE 3.773 (3.791)] [KD 1.734 (1.809)] +2024-10-20 14:33:11,435 - Train: 84.38% [1055550/1251000] [843.8/1000.0] [batch_t 0.378 (0.432)] [data_t 0.015] [optim_t 0.362] [lr 0.000205] [CE 3.776 (3.758)] [KD 1.670 (1.775)] +2024-10-20 14:33:32,984 - Train: 84.38% [1055600/1251000] [843.8/1000.0] [batch_t 0.400 (0.431)] [data_t 0.015] [optim_t 0.384] [lr 0.000205] [CE 3.602 (3.786)] [KD 1.756 (1.797)] +2024-10-20 14:33:54,596 - Train: 84.38% [1055650/1251000] [843.8/1000.0] [batch_t 0.588 (0.432)] [data_t 0.015] [optim_t 0.573] [lr 0.000205] [CE 4.005 (3.800)] [KD 1.790 (1.797)] +2024-10-20 14:34:16,119 - Train: 84.39% [1055700/1251000] [843.9/1000.0] [batch_t 0.433 (0.430)] [data_t 0.015] [optim_t 0.418] [lr 0.000205] [CE 4.056 (3.848)] [KD 1.847 (1.819)] +2024-10-20 14:34:37,779 - Train: 84.39% [1055750/1251000] [843.9/1000.0] [batch_t 0.421 (0.433)] [data_t 0.015] [optim_t 0.405] [lr 0.000205] [CE 3.368 (3.747)] [KD 1.485 (1.762)] +2024-10-20 14:34:59,314 - Train: 84.40% [1055800/1251000] [844.0/1000.0] [batch_t 0.415 (0.431)] [data_t 0.015] [optim_t 0.399] [lr 0.000205] [CE 3.173 (3.803)] [KD 1.577 (1.802)] +2024-10-20 14:35:40,170 - Test (net): 100.00% [50/50] [batch_t 0.183 (0.447)] [top1_cnt 41101] [top5_cnt 48033] [top_all 50000] +2024-10-20 14:35:40,170 - net: 82.202 (96.066) +2024-10-20 14:36:01,229 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 41555] [top5_cnt 48240] [top_all 50000] +2024-10-20 14:36:01,229 - net_E: 83.110 (96.480) +2024-10-20 14:36:01,410 - Max [top1: 82.264 (epoch: 841)] [top1-ema: 83.144 (epoch: 830)] +2024-10-20 14:36:01,410 - ==> Total time: 5 days, 14:54:10 Eta: 1 day, 0:56:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 14:36:12,161 - Train: 84.40% [1055850/1251000] [844.0/1000.0] [batch_t 0.360 (0.741)] [data_t 0.015] [optim_t 0.344] [lr 0.000205] [CE 3.998 (4.048)] [KD 1.740 (1.878)] +2024-10-20 14:36:31,939 - Train: 84.40% [1055900/1251000] [844.0/1000.0] [batch_t 0.593 (0.395)] [data_t 0.016] [optim_t 0.578] [lr 0.000205] [CE 3.729 (3.795)] [KD 1.628 (1.803)] +2024-10-20 14:36:53,629 - Train: 84.41% [1055950/1251000] [844.1/1000.0] [batch_t 0.419 (0.434)] [data_t 0.015] [optim_t 0.403] [lr 0.000205] [CE 3.664 (3.764)] [KD 1.700 (1.773)] +2024-10-20 14:37:15,127 - Train: 84.41% [1056000/1251000] [844.1/1000.0] [batch_t 0.408 (0.430)] [data_t 0.015] [optim_t 0.392] [lr 0.000205] [CE 3.481 (3.813)] [KD 1.682 (1.807)] +2024-10-20 14:37:36,967 - Train: 84.42% [1056050/1251000] [844.2/1000.0] [batch_t 0.471 (0.437)] [data_t 0.015] [optim_t 0.456] [lr 0.000204] [CE 4.484 (3.813)] [KD 2.059 (1.788)] +2024-10-20 14:37:58,795 - Train: 84.42% [1056100/1251000] [844.2/1000.0] [batch_t 0.385 (0.436)] [data_t 0.015] [optim_t 0.369] [lr 0.000204] [CE 4.193 (3.869)] [KD 1.996 (1.830)] +2024-10-20 14:38:20,714 - Train: 84.42% [1056150/1251000] [844.2/1000.0] [batch_t 0.427 (0.438)] [data_t 0.015] [optim_t 0.412] [lr 0.000204] [CE 3.603 (3.837)] [KD 1.695 (1.820)] +2024-10-20 14:38:42,496 - Train: 84.43% [1056200/1251000] [844.3/1000.0] [batch_t 0.406 (0.436)] [data_t 0.016] [optim_t 0.391] [lr 0.000204] [CE 3.081 (3.764)] [KD 1.438 (1.779)] +2024-10-20 14:39:04,073 - Train: 84.43% [1056250/1251000] [844.3/1000.0] [batch_t 0.367 (0.431)] [data_t 0.015] [optim_t 0.351] [lr 0.000204] [CE 3.937 (3.847)] [KD 1.919 (1.828)] +2024-10-20 14:39:26,620 - Train: 84.44% [1056300/1251000] [844.4/1000.0] [batch_t 0.361 (0.451)] [data_t 0.015] [optim_t 0.346] [lr 0.000204] [CE 3.719 (3.827)] [KD 1.836 (1.837)] +2024-10-20 14:39:48,593 - Train: 84.44% [1056350/1251000] [844.4/1000.0] [batch_t 0.360 (0.439)] [data_t 0.015] [optim_t 0.345] [lr 0.000204] [CE 3.948 (3.868)] [KD 1.936 (1.830)] +2024-10-20 14:40:10,600 - Train: 84.44% [1056400/1251000] [844.4/1000.0] [batch_t 0.435 (0.440)] [data_t 0.015] [optim_t 0.420] [lr 0.000204] [CE 3.823 (3.875)] [KD 1.901 (1.846)] +2024-10-20 14:40:32,104 - Train: 84.45% [1056450/1251000] [844.5/1000.0] [batch_t 0.377 (0.430)] [data_t 0.015] [optim_t 0.362] [lr 0.000204] [CE 4.014 (3.792)] [KD 2.038 (1.787)] +2024-10-20 14:40:53,271 - Train: 84.45% [1056500/1251000] [844.5/1000.0] [batch_t 0.428 (0.423)] [data_t 0.015] [optim_t 0.413] [lr 0.000204] [CE 4.176 (3.835)] [KD 2.073 (1.816)] +2024-10-20 14:41:15,316 - Train: 84.46% [1056550/1251000] [844.6/1000.0] [batch_t 0.384 (0.441)] [data_t 0.015] [optim_t 0.368] [lr 0.000204] [CE 3.871 (3.865)] [KD 1.851 (1.830)] +2024-10-20 14:41:36,919 - Train: 84.46% [1056600/1251000] [844.6/1000.0] [batch_t 0.477 (0.432)] [data_t 0.015] [optim_t 0.461] [lr 0.000203] [CE 3.902 (3.864)] [KD 1.830 (1.813)] +2024-10-20 14:41:58,510 - Train: 84.46% [1056650/1251000] [844.6/1000.0] [batch_t 0.439 (0.432)] [data_t 0.016] [optim_t 0.424] [lr 0.000203] [CE 3.770 (3.792)] [KD 1.844 (1.800)] +2024-10-20 14:42:20,624 - Train: 84.47% [1056700/1251000] [844.7/1000.0] [batch_t 0.499 (0.442)] [data_t 0.015] [optim_t 0.483] [lr 0.000203] [CE 4.222 (3.871)] [KD 1.962 (1.820)] +2024-10-20 14:42:43,076 - Train: 84.47% [1056750/1251000] [844.7/1000.0] [batch_t 0.453 (0.449)] [data_t 0.015] [optim_t 0.437] [lr 0.000203] [CE 4.026 (3.809)] [KD 1.864 (1.801)] +2024-10-20 14:43:06,366 - Train: 84.48% [1056800/1251000] [844.8/1000.0] [batch_t 0.468 (0.466)] [data_t 0.015] [optim_t 0.453] [lr 0.000203] [CE 3.880 (3.852)] [KD 1.840 (1.840)] +2024-10-20 14:43:29,187 - Train: 84.48% [1056850/1251000] [844.8/1000.0] [batch_t 0.465 (0.456)] [data_t 0.016] [optim_t 0.449] [lr 0.000203] [CE 3.842 (3.814)] [KD 1.819 (1.796)] +2024-10-20 14:43:51,743 - Train: 84.48% [1056900/1251000] [844.8/1000.0] [batch_t 0.416 (0.451)] [data_t 0.015] [optim_t 0.401] [lr 0.000203] [CE 4.096 (3.826)] [KD 1.861 (1.825)] +2024-10-20 14:44:14,188 - Train: 84.49% [1056950/1251000] [844.9/1000.0] [batch_t 0.398 (0.449)] [data_t 0.015] [optim_t 0.382] [lr 0.000203] [CE 4.022 (3.833)] [KD 1.967 (1.824)] +2024-10-20 14:44:36,087 - Train: 84.49% [1057000/1251000] [844.9/1000.0] [batch_t 0.415 (0.438)] [data_t 0.016] [optim_t 0.399] [lr 0.000203] [CE 3.650 (3.769)] [KD 1.679 (1.778)] +2024-10-20 14:44:57,634 - Train: 84.50% [1057050/1251000] [845.0/1000.0] [batch_t 0.377 (0.431)] [data_t 0.016] [optim_t 0.361] [lr 0.000203] [CE 3.592 (3.853)] [KD 1.736 (1.823)] +2024-10-20 14:45:38,137 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 41086] [top5_cnt 48039] [top_all 50000] +2024-10-20 14:45:38,137 - net: 82.172 (96.078) +2024-10-20 14:45:59,885 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41582] [top5_cnt 48244] [top_all 50000] +2024-10-20 14:45:59,886 - net_E: 83.164 (96.488) +2024-10-20 14:46:00,107 - Max [top1: 82.264 (epoch: 841)] [top1-ema: 83.164 (epoch: 845)] +2024-10-20 14:46:00,108 - ==> Total time: 5 days, 15:04:08 Eta: 1 day, 0:46:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 14:46:11,560 - Train: 84.50% [1057100/1251000] [845.0/1000.0] [batch_t 0.359 (0.754)] [data_t 0.016] [optim_t 0.343] [lr 0.000203] [CE 3.808 (3.908)] [KD 1.845 (1.845)] +2024-10-20 14:46:30,832 - Train: 84.50% [1057150/1251000] [845.0/1000.0] [batch_t 0.495 (0.385)] [data_t 0.015] [optim_t 0.480] [lr 0.000203] [CE 3.578 (3.822)] [KD 1.689 (1.815)] +2024-10-20 14:46:53,853 - Train: 84.51% [1057200/1251000] [845.1/1000.0] [batch_t 0.457 (0.460)] [data_t 0.016] [optim_t 0.441] [lr 0.000202] [CE 3.112 (3.788)] [KD 1.559 (1.781)] +2024-10-20 14:47:15,719 - Train: 84.51% [1057250/1251000] [845.1/1000.0] [batch_t 0.456 (0.437)] [data_t 0.015] [optim_t 0.441] [lr 0.000202] [CE 3.614 (3.774)] [KD 1.737 (1.779)] +2024-10-20 14:47:37,857 - Train: 84.52% [1057300/1251000] [845.2/1000.0] [batch_t 0.427 (0.443)] [data_t 0.015] [optim_t 0.412] [lr 0.000202] [CE 3.549 (3.861)] [KD 1.653 (1.838)] +2024-10-20 14:47:59,940 - Train: 84.52% [1057350/1251000] [845.2/1000.0] [batch_t 0.456 (0.442)] [data_t 0.015] [optim_t 0.440] [lr 0.000202] [CE 3.624 (3.710)] [KD 1.692 (1.760)] +2024-10-20 14:48:22,329 - Train: 84.52% [1057400/1251000] [845.2/1000.0] [batch_t 0.451 (0.448)] [data_t 0.015] [optim_t 0.435] [lr 0.000202] [CE 3.618 (3.792)] [KD 1.657 (1.768)] +2024-10-20 14:48:44,617 - Train: 84.53% [1057450/1251000] [845.3/1000.0] [batch_t 0.518 (0.446)] [data_t 0.016] [optim_t 0.503] [lr 0.000202] [CE 4.225 (3.826)] [KD 1.956 (1.803)] +2024-10-20 14:49:06,866 - Train: 84.53% [1057500/1251000] [845.3/1000.0] [batch_t 0.473 (0.445)] [data_t 0.016] [optim_t 0.458] [lr 0.000202] [CE 3.741 (3.793)] [KD 1.707 (1.767)] +2024-10-20 14:49:28,690 - Train: 84.54% [1057550/1251000] [845.4/1000.0] [batch_t 0.468 (0.436)] [data_t 0.015] [optim_t 0.452] [lr 0.000202] [CE 3.778 (3.838)] [KD 1.865 (1.809)] +2024-10-20 14:49:50,603 - Train: 84.54% [1057600/1251000] [845.4/1000.0] [batch_t 0.440 (0.438)] [data_t 0.016] [optim_t 0.424] [lr 0.000202] [CE 4.064 (3.782)] [KD 2.000 (1.786)] +2024-10-20 14:50:12,486 - Train: 84.54% [1057650/1251000] [845.4/1000.0] [batch_t 0.496 (0.438)] [data_t 0.015] [optim_t 0.480] [lr 0.000202] [CE 4.103 (3.862)] [KD 1.796 (1.815)] +2024-10-20 14:50:34,038 - Train: 84.55% [1057700/1251000] [845.5/1000.0] [batch_t 0.360 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.000202] [CE 3.802 (3.789)] [KD 1.753 (1.797)] +2024-10-20 14:50:55,317 - Train: 84.55% [1057750/1251000] [845.5/1000.0] [batch_t 0.384 (0.425)] [data_t 0.015] [optim_t 0.369] [lr 0.000201] [CE 3.953 (3.835)] [KD 1.902 (1.805)] +2024-10-20 14:51:15,944 - Train: 84.56% [1057800/1251000] [845.6/1000.0] [batch_t 0.401 (0.412)] [data_t 0.016] [optim_t 0.385] [lr 0.000201] [CE 3.649 (3.767)] [KD 1.725 (1.794)] +2024-10-20 14:51:37,762 - Train: 84.56% [1057850/1251000] [845.6/1000.0] [batch_t 0.359 (0.436)] [data_t 0.016] [optim_t 0.344] [lr 0.000201] [CE 3.608 (3.774)] [KD 1.620 (1.777)] +2024-10-20 14:51:59,270 - Train: 84.56% [1057900/1251000] [845.6/1000.0] [batch_t 0.458 (0.430)] [data_t 0.016] [optim_t 0.442] [lr 0.000201] [CE 3.789 (3.758)] [KD 1.908 (1.765)] +2024-10-20 14:52:21,291 - Train: 84.57% [1057950/1251000] [845.7/1000.0] [batch_t 0.493 (0.440)] [data_t 0.015] [optim_t 0.478] [lr 0.000201] [CE 3.942 (3.827)] [KD 2.048 (1.809)] +2024-10-20 14:52:42,941 - Train: 84.57% [1058000/1251000] [845.7/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.345] [lr 0.000201] [CE 4.269 (3.868)] [KD 1.994 (1.822)] +2024-10-20 14:53:03,875 - Train: 84.58% [1058050/1251000] [845.8/1000.0] [batch_t 0.416 (0.419)] [data_t 0.016] [optim_t 0.400] [lr 0.000201] [CE 4.005 (3.790)] [KD 2.056 (1.804)] +2024-10-20 14:53:25,378 - Train: 84.58% [1058100/1251000] [845.8/1000.0] [batch_t 0.361 (0.430)] [data_t 0.016] [optim_t 0.346] [lr 0.000201] [CE 3.787 (3.870)] [KD 1.776 (1.822)] +2024-10-20 14:53:47,375 - Train: 84.58% [1058150/1251000] [845.8/1000.0] [batch_t 0.433 (0.440)] [data_t 0.085] [optim_t 0.348] [lr 0.000201] [CE 4.049 (3.811)] [KD 2.023 (1.818)] +2024-10-20 14:54:09,662 - Train: 84.59% [1058200/1251000] [845.9/1000.0] [batch_t 0.470 (0.446)] [data_t 0.122] [optim_t 0.349] [lr 0.000201] [CE 3.674 (3.848)] [KD 1.724 (1.810)] +2024-10-20 14:54:32,161 - Train: 84.59% [1058250/1251000] [845.9/1000.0] [batch_t 0.840 (0.450)] [data_t 0.496] [optim_t 0.344] [lr 0.000201] [CE 3.849 (3.778)] [KD 1.820 (1.792)] +2024-10-20 14:54:53,077 - Train: 84.60% [1058300/1251000] [846.0/1000.0] [batch_t 0.432 (0.418)] [data_t 0.085] [optim_t 0.346] [lr 0.000201] [CE 3.435 (3.818)] [KD 1.635 (1.807)] +2024-10-20 14:55:33,237 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41024] [top5_cnt 48044] [top_all 50000] +2024-10-20 14:55:33,237 - net: 82.048 (96.088) +2024-10-20 14:55:55,588 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.440)] [top1_cnt 41589] [top5_cnt 48239] [top_all 50000] +2024-10-20 14:55:55,589 - net_E: 83.178 (96.478) +2024-10-20 14:55:55,784 - Max [top1: 82.264 (epoch: 841)] [top1-ema: 83.178 (epoch: 846)] +2024-10-20 14:55:55,784 - ==> Total time: 5 days, 15:14:04 Eta: 1 day, 0:37:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 14:56:05,199 - Train: 84.60% [1058350/1251000] [846.0/1000.0] [batch_t 0.357 (1.199)] [data_t 0.016] [optim_t 0.342] [lr 0.000200] [CE 3.513 (3.986)] [KD 1.672 (1.868)] +2024-10-20 14:56:24,812 - Train: 84.60% [1058400/1251000] [846.0/1000.0] [batch_t 0.485 (0.392)] [data_t 0.144] [optim_t 0.341] [lr 0.000200] [CE 3.653 (3.885)] [KD 1.622 (1.844)] +2024-10-20 14:56:47,316 - Train: 84.61% [1058450/1251000] [846.1/1000.0] [batch_t 0.471 (0.450)] [data_t 0.128] [optim_t 0.344] [lr 0.000200] [CE 3.378 (3.886)] [KD 1.504 (1.835)] +2024-10-20 14:57:09,699 - Train: 84.61% [1058500/1251000] [846.1/1000.0] [batch_t 0.458 (0.448)] [data_t 0.115] [optim_t 0.344] [lr 0.000200] [CE 3.434 (3.790)] [KD 1.374 (1.766)] +2024-10-20 14:57:31,475 - Train: 84.62% [1058550/1251000] [846.2/1000.0] [batch_t 0.405 (0.435)] [data_t 0.062] [optim_t 0.343] [lr 0.000200] [CE 3.851 (3.766)] [KD 1.720 (1.789)] +2024-10-20 14:57:53,807 - Train: 84.62% [1058600/1251000] [846.2/1000.0] [batch_t 0.417 (0.447)] [data_t 0.074] [optim_t 0.343] [lr 0.000200] [CE 3.921 (3.795)] [KD 1.834 (1.805)] +2024-10-20 14:58:15,071 - Train: 84.62% [1058650/1251000] [846.2/1000.0] [batch_t 0.360 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.000200] [CE 3.585 (3.757)] [KD 1.642 (1.773)] +2024-10-20 14:58:35,659 - Train: 84.63% [1058700/1251000] [846.3/1000.0] [batch_t 0.425 (0.412)] [data_t 0.078] [optim_t 0.347] [lr 0.000200] [CE 3.779 (3.819)] [KD 1.707 (1.792)] +2024-10-20 14:58:57,066 - Train: 84.63% [1058750/1251000] [846.3/1000.0] [batch_t 0.396 (0.428)] [data_t 0.016] [optim_t 0.380] [lr 0.000200] [CE 3.557 (3.804)] [KD 1.614 (1.797)] +2024-10-20 14:59:17,922 - Train: 84.64% [1058800/1251000] [846.4/1000.0] [batch_t 0.421 (0.417)] [data_t 0.015] [optim_t 0.406] [lr 0.000200] [CE 3.389 (3.784)] [KD 1.542 (1.793)] +2024-10-20 14:59:38,722 - Train: 84.64% [1058850/1251000] [846.4/1000.0] [batch_t 0.508 (0.416)] [data_t 0.016] [optim_t 0.493] [lr 0.000200] [CE 4.030 (3.756)] [KD 1.851 (1.766)] +2024-10-20 14:59:59,579 - Train: 84.64% [1058900/1251000] [846.4/1000.0] [batch_t 0.432 (0.417)] [data_t 0.016] [optim_t 0.417] [lr 0.000199] [CE 3.551 (3.765)] [KD 1.756 (1.791)] +2024-10-20 15:00:20,560 - Train: 84.65% [1058950/1251000] [846.5/1000.0] [batch_t 0.435 (0.419)] [data_t 0.016] [optim_t 0.420] [lr 0.000199] [CE 3.878 (3.843)] [KD 1.931 (1.826)] +2024-10-20 15:00:41,586 - Train: 84.65% [1059000/1251000] [846.5/1000.0] [batch_t 0.431 (0.420)] [data_t 0.015] [optim_t 0.415] [lr 0.000199] [CE 3.508 (3.785)] [KD 1.624 (1.788)] +2024-10-20 15:01:02,573 - Train: 84.66% [1059050/1251000] [846.6/1000.0] [batch_t 0.422 (0.420)] [data_t 0.015] [optim_t 0.406] [lr 0.000199] [CE 4.017 (3.784)] [KD 1.925 (1.769)] +2024-10-20 15:01:23,772 - Train: 84.66% [1059100/1251000] [846.6/1000.0] [batch_t 0.406 (0.424)] [data_t 0.015] [optim_t 0.391] [lr 0.000199] [CE 3.979 (3.889)] [KD 1.844 (1.841)] +2024-10-20 15:01:45,314 - Train: 84.66% [1059150/1251000] [846.6/1000.0] [batch_t 0.489 (0.431)] [data_t 0.015] [optim_t 0.474] [lr 0.000199] [CE 3.893 (3.838)] [KD 1.821 (1.810)] +2024-10-20 15:02:06,975 - Train: 84.67% [1059200/1251000] [846.7/1000.0] [batch_t 0.476 (0.433)] [data_t 0.015] [optim_t 0.461] [lr 0.000199] [CE 3.390 (3.802)] [KD 1.636 (1.794)] +2024-10-20 15:02:28,222 - Train: 84.67% [1059250/1251000] [846.7/1000.0] [batch_t 0.379 (0.425)] [data_t 0.015] [optim_t 0.363] [lr 0.000199] [CE 3.792 (3.847)] [KD 1.929 (1.821)] +2024-10-20 15:02:49,713 - Train: 84.68% [1059300/1251000] [846.8/1000.0] [batch_t 0.386 (0.430)] [data_t 0.015] [optim_t 0.371] [lr 0.000199] [CE 3.947 (3.794)] [KD 1.854 (1.789)] +2024-10-20 15:03:11,297 - Train: 84.68% [1059350/1251000] [846.8/1000.0] [batch_t 0.413 (0.432)] [data_t 0.016] [optim_t 0.397] [lr 0.000199] [CE 4.024 (3.771)] [KD 1.818 (1.785)] +2024-10-20 15:03:32,942 - Train: 84.68% [1059400/1251000] [846.8/1000.0] [batch_t 0.365 (0.433)] [data_t 0.015] [optim_t 0.349] [lr 0.000199] [CE 3.274 (3.785)] [KD 1.459 (1.785)] +2024-10-20 15:03:54,580 - Train: 84.69% [1059450/1251000] [846.9/1000.0] [batch_t 0.426 (0.433)] [data_t 0.015] [optim_t 0.411] [lr 0.000199] [CE 3.856 (3.776)] [KD 1.851 (1.788)] +2024-10-20 15:04:16,372 - Train: 84.69% [1059500/1251000] [846.9/1000.0] [batch_t 0.427 (0.436)] [data_t 0.015] [optim_t 0.412] [lr 0.000198] [CE 4.149 (3.763)] [KD 1.930 (1.765)] +2024-10-20 15:04:38,541 - Train: 84.70% [1059550/1251000] [847.0/1000.0] [batch_t 0.474 (0.443)] [data_t 0.015] [optim_t 0.459] [lr 0.000198] [CE 3.461 (3.847)] [KD 1.673 (1.812)] +2024-10-20 15:05:19,194 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41031] [top5_cnt 48027] [top_all 50000] +2024-10-20 15:05:19,195 - net: 82.062 (96.054) +2024-10-20 15:05:41,152 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 41581] [top5_cnt 48245] [top_all 50000] +2024-10-20 15:05:41,153 - net_E: 83.162 (96.490) +2024-10-20 15:05:41,310 - Max [top1: 82.264 (epoch: 841)] [top1-ema: 83.178 (epoch: 846)] +2024-10-20 15:05:41,310 - ==> Total time: 5 days, 15:23:49 Eta: 1 day, 0:27:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 15:05:48,998 - Train: 84.70% [1059600/1251000] [847.0/1000.0] [batch_t 0.369 (2.084)] [data_t 0.016] [optim_t 0.353] [lr 0.000198] [CE 4.093 (3.845)] [KD 1.926 (1.840)] +2024-10-20 15:06:08,722 - Train: 84.70% [1059650/1251000] [847.0/1000.0] [batch_t 0.526 (0.394)] [data_t 0.015] [optim_t 0.510] [lr 0.000198] [CE 3.867 (3.710)] [KD 1.798 (1.739)] +2024-10-20 15:06:31,138 - Train: 84.71% [1059700/1251000] [847.1/1000.0] [batch_t 0.438 (0.448)] [data_t 0.015] [optim_t 0.422] [lr 0.000198] [CE 3.798 (3.801)] [KD 1.868 (1.779)] +2024-10-20 15:06:52,903 - Train: 84.71% [1059750/1251000] [847.1/1000.0] [batch_t 0.453 (0.435)] [data_t 0.015] [optim_t 0.437] [lr 0.000198] [CE 4.061 (3.809)] [KD 1.941 (1.803)] +2024-10-20 15:07:13,612 - Train: 84.72% [1059800/1251000] [847.2/1000.0] [batch_t 0.415 (0.414)] [data_t 0.015] [optim_t 0.399] [lr 0.000198] [CE 3.406 (3.755)] [KD 1.553 (1.762)] +2024-10-20 15:07:35,869 - Train: 84.72% [1059850/1251000] [847.2/1000.0] [batch_t 0.445 (0.445)] [data_t 0.015] [optim_t 0.430] [lr 0.000198] [CE 3.533 (3.814)] [KD 1.753 (1.774)] +2024-10-20 15:07:57,788 - Train: 84.72% [1059900/1251000] [847.2/1000.0] [batch_t 0.363 (0.438)] [data_t 0.015] [optim_t 0.348] [lr 0.000198] [CE 3.874 (3.808)] [KD 1.706 (1.789)] +2024-10-20 15:08:20,180 - Train: 84.73% [1059950/1251000] [847.3/1000.0] [batch_t 0.468 (0.448)] [data_t 0.015] [optim_t 0.453] [lr 0.000198] [CE 3.547 (3.739)] [KD 1.766 (1.775)] +2024-10-20 15:08:42,511 - Train: 84.73% [1060000/1251000] [847.3/1000.0] [batch_t 0.448 (0.447)] [data_t 0.015] [optim_t 0.433] [lr 0.000198] [CE 4.216 (3.759)] [KD 1.798 (1.769)] +2024-10-20 15:09:04,560 - Train: 84.74% [1060050/1251000] [847.4/1000.0] [batch_t 0.459 (0.441)] [data_t 0.015] [optim_t 0.444] [lr 0.000197] [CE 3.910 (3.897)] [KD 1.829 (1.837)] +2024-10-20 15:09:26,711 - Train: 84.74% [1060100/1251000] [847.4/1000.0] [batch_t 0.375 (0.443)] [data_t 0.015] [optim_t 0.359] [lr 0.000197] [CE 3.373 (3.753)] [KD 1.445 (1.780)] +2024-10-20 15:09:48,555 - Train: 84.74% [1060150/1251000] [847.4/1000.0] [batch_t 0.456 (0.437)] [data_t 0.015] [optim_t 0.440] [lr 0.000197] [CE 3.635 (3.812)] [KD 1.755 (1.799)] +2024-10-20 15:10:08,913 - Train: 84.75% [1060200/1251000] [847.5/1000.0] [batch_t 0.472 (0.407)] [data_t 0.015] [optim_t 0.457] [lr 0.000197] [CE 3.505 (3.804)] [KD 1.622 (1.814)] +2024-10-20 15:10:30,604 - Train: 84.75% [1060250/1251000] [847.5/1000.0] [batch_t 0.450 (0.434)] [data_t 0.015] [optim_t 0.435] [lr 0.000197] [CE 3.640 (3.835)] [KD 1.704 (1.803)] +2024-10-20 15:10:52,473 - Train: 84.76% [1060300/1251000] [847.6/1000.0] [batch_t 0.408 (0.437)] [data_t 0.015] [optim_t 0.393] [lr 0.000197] [CE 4.153 (3.748)] [KD 1.909 (1.765)] +2024-10-20 15:11:13,627 - Train: 84.76% [1060350/1251000] [847.6/1000.0] [batch_t 0.403 (0.423)] [data_t 0.016] [optim_t 0.387] [lr 0.000197] [CE 3.957 (3.765)] [KD 1.853 (1.783)] +2024-10-20 15:11:35,275 - Train: 84.76% [1060400/1251000] [847.6/1000.0] [batch_t 0.393 (0.433)] [data_t 0.016] [optim_t 0.377] [lr 0.000197] [CE 3.386 (3.852)] [KD 1.470 (1.822)] +2024-10-20 15:11:57,286 - Train: 84.77% [1060450/1251000] [847.7/1000.0] [batch_t 0.444 (0.440)] [data_t 0.015] [optim_t 0.428] [lr 0.000197] [CE 3.729 (3.801)] [KD 1.941 (1.793)] +2024-10-20 15:12:18,914 - Train: 84.77% [1060500/1251000] [847.7/1000.0] [batch_t 0.489 (0.432)] [data_t 0.015] [optim_t 0.473] [lr 0.000197] [CE 3.793 (3.834)] [KD 1.764 (1.800)] +2024-10-20 15:12:40,823 - Train: 84.78% [1060550/1251000] [847.8/1000.0] [batch_t 0.426 (0.438)] [data_t 0.015] [optim_t 0.411] [lr 0.000197] [CE 3.987 (3.831)] [KD 1.907 (1.781)] +2024-10-20 15:13:02,338 - Train: 84.78% [1060600/1251000] [847.8/1000.0] [batch_t 0.401 (0.430)] [data_t 0.015] [optim_t 0.385] [lr 0.000197] [CE 3.582 (3.805)] [KD 1.686 (1.810)] +2024-10-20 15:13:23,598 - Train: 84.78% [1060650/1251000] [847.8/1000.0] [batch_t 0.452 (0.425)] [data_t 0.015] [optim_t 0.437] [lr 0.000196] [CE 3.813 (3.797)] [KD 1.823 (1.781)] +2024-10-20 15:13:45,944 - Train: 84.79% [1060700/1251000] [847.9/1000.0] [batch_t 0.422 (0.447)] [data_t 0.015] [optim_t 0.407] [lr 0.000196] [CE 3.609 (3.821)] [KD 1.638 (1.812)] +2024-10-20 15:14:07,983 - Train: 84.79% [1060750/1251000] [847.9/1000.0] [batch_t 0.452 (0.441)] [data_t 0.015] [optim_t 0.437] [lr 0.000196] [CE 4.332 (3.805)] [KD 1.942 (1.801)] +2024-10-20 15:14:30,312 - Train: 84.80% [1060800/1251000] [848.0/1000.0] [batch_t 0.403 (0.446)] [data_t 0.016] [optim_t 0.388] [lr 0.000196] [CE 3.784 (3.757)] [KD 1.858 (1.754)] +2024-10-20 15:15:12,335 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.435)] [top1_cnt 41063] [top5_cnt 48024] [top_all 50000] +2024-10-20 15:15:12,336 - net: 82.126 (96.048) +2024-10-20 15:15:33,849 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41582] [top5_cnt 48226] [top_all 50000] +2024-10-20 15:15:33,849 - net_E: 83.164 (96.452) +2024-10-20 15:15:34,024 - Max [top1: 82.264 (epoch: 841)] [top1-ema: 83.178 (epoch: 846)] +2024-10-20 15:15:34,024 - ==> Total time: 5 days, 15:33:42 Eta: 1 day, 0:17:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 15:15:41,434 - Train: 84.80% [1060850/1251000] [848.0/1000.0] [batch_t 0.364 (2.980)] [data_t 0.016] [optim_t 0.349] [lr 0.000196] [CE 3.207 (3.187)] [KD 1.506 (1.490)] +2024-10-20 15:16:00,194 - Train: 84.80% [1060900/1251000] [848.0/1000.0] [batch_t 0.363 (0.375)] [data_t 0.015] [optim_t 0.348] [lr 0.000196] [CE 4.224 (3.836)] [KD 1.954 (1.811)] +2024-10-20 15:16:22,171 - Train: 84.81% [1060950/1251000] [848.1/1000.0] [batch_t 0.441 (0.439)] [data_t 0.016] [optim_t 0.426] [lr 0.000196] [CE 3.980 (3.802)] [KD 1.928 (1.789)] +2024-10-20 15:16:44,452 - Train: 84.81% [1061000/1251000] [848.1/1000.0] [batch_t 0.434 (0.446)] [data_t 0.015] [optim_t 0.419] [lr 0.000196] [CE 3.610 (3.812)] [KD 1.591 (1.809)] +2024-10-20 15:17:05,722 - Train: 84.82% [1061050/1251000] [848.2/1000.0] [batch_t 0.411 (0.425)] [data_t 0.015] [optim_t 0.395] [lr 0.000196] [CE 3.710 (3.813)] [KD 1.634 (1.811)] +2024-10-20 15:17:26,511 - Train: 84.82% [1061100/1251000] [848.2/1000.0] [batch_t 0.387 (0.416)] [data_t 0.015] [optim_t 0.371] [lr 0.000196] [CE 3.694 (3.778)] [KD 1.786 (1.788)] +2024-10-20 15:17:47,095 - Train: 84.82% [1061150/1251000] [848.2/1000.0] [batch_t 0.386 (0.412)] [data_t 0.015] [optim_t 0.371] [lr 0.000196] [CE 3.906 (3.814)] [KD 1.795 (1.791)] +2024-10-20 15:18:07,670 - Train: 84.83% [1061200/1251000] [848.3/1000.0] [batch_t 0.362 (0.411)] [data_t 0.015] [optim_t 0.346] [lr 0.000196] [CE 3.803 (3.722)] [KD 1.835 (1.724)] +2024-10-20 15:18:29,068 - Train: 84.83% [1061250/1251000] [848.3/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.345] [lr 0.000195] [CE 3.293 (3.822)] [KD 1.610 (1.790)] +2024-10-20 15:18:49,564 - Train: 84.84% [1061300/1251000] [848.4/1000.0] [batch_t 0.374 (0.410)] [data_t 0.016] [optim_t 0.358] [lr 0.000195] [CE 4.082 (3.919)] [KD 1.908 (1.854)] +2024-10-20 15:19:10,373 - Train: 84.84% [1061350/1251000] [848.4/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.346] [lr 0.000195] [CE 4.148 (3.812)] [KD 2.000 (1.782)] +2024-10-20 15:19:32,138 - Train: 84.84% [1061400/1251000] [848.4/1000.0] [batch_t 0.425 (0.435)] [data_t 0.015] [optim_t 0.410] [lr 0.000195] [CE 3.880 (3.821)] [KD 1.911 (1.807)] +2024-10-20 15:19:54,015 - Train: 84.85% [1061450/1251000] [848.5/1000.0] [batch_t 0.364 (0.437)] [data_t 0.015] [optim_t 0.348] [lr 0.000195] [CE 3.102 (3.796)] [KD 1.411 (1.796)] +2024-10-20 15:20:16,159 - Train: 84.85% [1061500/1251000] [848.5/1000.0] [batch_t 0.437 (0.443)] [data_t 0.015] [optim_t 0.421] [lr 0.000195] [CE 4.165 (3.839)] [KD 1.993 (1.819)] +2024-10-20 15:20:37,542 - Train: 84.86% [1061550/1251000] [848.6/1000.0] [batch_t 0.477 (0.428)] [data_t 0.015] [optim_t 0.461] [lr 0.000195] [CE 3.748 (3.786)] [KD 1.822 (1.795)] +2024-10-20 15:20:58,825 - Train: 84.86% [1061600/1251000] [848.6/1000.0] [batch_t 0.489 (0.426)] [data_t 0.015] [optim_t 0.474] [lr 0.000195] [CE 3.838 (3.776)] [KD 1.800 (1.790)] +2024-10-20 15:21:20,619 - Train: 84.86% [1061650/1251000] [848.6/1000.0] [batch_t 0.510 (0.436)] [data_t 0.015] [optim_t 0.495] [lr 0.000195] [CE 3.936 (3.758)] [KD 1.680 (1.769)] +2024-10-20 15:21:42,611 - Train: 84.87% [1061700/1251000] [848.7/1000.0] [batch_t 0.404 (0.440)] [data_t 0.015] [optim_t 0.389] [lr 0.000195] [CE 3.502 (3.755)] [KD 1.651 (1.763)] +2024-10-20 15:22:04,506 - Train: 84.87% [1061750/1251000] [848.7/1000.0] [batch_t 0.430 (0.438)] [data_t 0.015] [optim_t 0.414] [lr 0.000195] [CE 3.747 (3.723)] [KD 1.752 (1.746)] +2024-10-20 15:22:26,963 - Train: 84.88% [1061800/1251000] [848.8/1000.0] [batch_t 0.403 (0.449)] [data_t 0.015] [optim_t 0.388] [lr 0.000194] [CE 3.898 (3.881)] [KD 1.810 (1.849)] +2024-10-20 15:22:49,215 - Train: 84.88% [1061850/1251000] [848.8/1000.0] [batch_t 0.444 (0.445)] [data_t 0.015] [optim_t 0.428] [lr 0.000194] [CE 3.618 (3.883)] [KD 1.683 (1.846)] +2024-10-20 15:23:11,454 - Train: 84.88% [1061900/1251000] [848.8/1000.0] [batch_t 0.475 (0.445)] [data_t 0.016] [optim_t 0.460] [lr 0.000194] [CE 3.545 (3.808)] [KD 1.728 (1.791)] +2024-10-20 15:23:32,812 - Train: 84.89% [1061950/1251000] [848.9/1000.0] [batch_t 0.379 (0.427)] [data_t 0.015] [optim_t 0.363] [lr 0.000194] [CE 3.589 (3.830)] [KD 1.615 (1.802)] +2024-10-20 15:23:54,462 - Train: 84.89% [1062000/1251000] [848.9/1000.0] [batch_t 0.448 (0.433)] [data_t 0.016] [optim_t 0.433] [lr 0.000194] [CE 4.343 (3.756)] [KD 2.031 (1.760)] +2024-10-20 15:24:16,341 - Train: 84.90% [1062050/1251000] [849.0/1000.0] [batch_t 0.510 (0.437)] [data_t 0.015] [optim_t 0.494] [lr 0.000194] [CE 3.455 (3.835)] [KD 1.582 (1.798)] +2024-10-20 15:24:59,534 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 41138] [top5_cnt 48090] [top_all 50000] +2024-10-20 15:24:59,535 - net: 82.276 (96.180) +2024-10-20 15:25:21,479 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 41557] [top5_cnt 48234] [top_all 50000] +2024-10-20 15:25:21,480 - net_E: 83.114 (96.468) +2024-10-20 15:25:21,651 - Max [top1: 82.276 (epoch: 849)] [top1-ema: 83.178 (epoch: 846)] +2024-10-20 15:25:21,651 - ==> Total time: 5 days, 15:43:30 Eta: 1 day, 0:08:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 15:25:30,351 - Train: 84.90% [1062100/1251000] [849.0/1000.0] [batch_t 4.123 (4.123)] [data_t 3.779] [optim_t 0.344] [lr 0.000194] [CE 3.152 (3.152)] [KD 1.526 (1.526)] +2024-10-20 15:25:50,085 - Train: 84.90% [1062150/1251000] [849.0/1000.0] [batch_t 0.437 (0.395)] [data_t 0.015] [optim_t 0.422] [lr 0.000194] [CE 3.990 (3.829)] [KD 1.981 (1.800)] +2024-10-20 15:26:12,825 - Train: 84.91% [1062200/1251000] [849.1/1000.0] [batch_t 0.465 (0.455)] [data_t 0.015] [optim_t 0.449] [lr 0.000194] [CE 3.695 (3.857)] [KD 1.656 (1.813)] +2024-10-20 15:26:35,082 - Train: 84.91% [1062250/1251000] [849.1/1000.0] [batch_t 0.471 (0.445)] [data_t 0.015] [optim_t 0.456] [lr 0.000194] [CE 3.475 (3.883)] [KD 1.638 (1.832)] +2024-10-20 15:26:57,051 - Train: 84.92% [1062300/1251000] [849.2/1000.0] [batch_t 0.409 (0.439)] [data_t 0.015] [optim_t 0.394] [lr 0.000194] [CE 4.184 (3.828)] [KD 1.985 (1.799)] +2024-10-20 15:27:19,092 - Train: 84.92% [1062350/1251000] [849.2/1000.0] [batch_t 0.426 (0.441)] [data_t 0.015] [optim_t 0.411] [lr 0.000194] [CE 3.278 (3.788)] [KD 1.636 (1.776)] +2024-10-20 15:27:40,862 - Train: 84.92% [1062400/1251000] [849.2/1000.0] [batch_t 0.437 (0.435)] [data_t 0.015] [optim_t 0.422] [lr 0.000193] [CE 3.744 (3.746)] [KD 1.742 (1.765)] +2024-10-20 15:28:03,128 - Train: 84.93% [1062450/1251000] [849.3/1000.0] [batch_t 0.449 (0.445)] [data_t 0.015] [optim_t 0.434] [lr 0.000193] [CE 4.000 (3.746)] [KD 1.793 (1.750)] +2024-10-20 15:28:24,880 - Train: 84.93% [1062500/1251000] [849.3/1000.0] [batch_t 0.483 (0.435)] [data_t 0.016] [optim_t 0.468] [lr 0.000193] [CE 4.495 (3.891)] [KD 2.072 (1.833)] +2024-10-20 15:28:46,334 - Train: 84.94% [1062550/1251000] [849.4/1000.0] [batch_t 0.378 (0.429)] [data_t 0.016] [optim_t 0.363] [lr 0.000193] [CE 4.073 (3.730)] [KD 1.937 (1.752)] +2024-10-20 15:29:07,815 - Train: 84.94% [1062600/1251000] [849.4/1000.0] [batch_t 0.430 (0.430)] [data_t 0.015] [optim_t 0.415] [lr 0.000193] [CE 3.693 (3.832)] [KD 1.846 (1.789)] +2024-10-20 15:29:30,011 - Train: 84.94% [1062650/1251000] [849.4/1000.0] [batch_t 0.492 (0.444)] [data_t 0.149] [optim_t 0.343] [lr 0.000193] [CE 3.534 (3.801)] [KD 1.523 (1.779)] +2024-10-20 15:29:52,612 - Train: 84.95% [1062700/1251000] [849.5/1000.0] [batch_t 0.362 (0.452)] [data_t 0.015] [optim_t 0.346] [lr 0.000193] [CE 3.583 (3.782)] [KD 1.681 (1.777)] +2024-10-20 15:30:13,344 - Train: 84.95% [1062750/1251000] [849.5/1000.0] [batch_t 0.383 (0.415)] [data_t 0.040] [optim_t 0.343] [lr 0.000193] [CE 3.648 (3.752)] [KD 1.754 (1.747)] +2024-10-20 15:30:34,679 - Train: 84.96% [1062800/1251000] [849.6/1000.0] [batch_t 0.399 (0.427)] [data_t 0.015] [optim_t 0.383] [lr 0.000193] [CE 3.830 (3.878)] [KD 1.815 (1.816)] +2024-10-20 15:30:56,305 - Train: 84.96% [1062850/1251000] [849.6/1000.0] [batch_t 0.413 (0.432)] [data_t 0.015] [optim_t 0.398] [lr 0.000193] [CE 4.049 (3.809)] [KD 1.947 (1.791)] +2024-10-20 15:31:18,735 - Train: 84.96% [1062900/1251000] [849.6/1000.0] [batch_t 0.451 (0.448)] [data_t 0.015] [optim_t 0.435] [lr 0.000193] [CE 4.250 (3.789)] [KD 2.003 (1.793)] +2024-10-20 15:31:40,102 - Train: 84.97% [1062950/1251000] [849.7/1000.0] [batch_t 0.472 (0.427)] [data_t 0.015] [optim_t 0.456] [lr 0.000193] [CE 3.516 (3.776)] [KD 1.737 (1.777)] +2024-10-20 15:32:01,745 - Train: 84.97% [1063000/1251000] [849.7/1000.0] [batch_t 0.414 (0.433)] [data_t 0.016] [optim_t 0.398] [lr 0.000192] [CE 3.516 (3.831)] [KD 1.494 (1.800)] +2024-10-20 15:32:23,582 - Train: 84.98% [1063050/1251000] [849.8/1000.0] [batch_t 0.492 (0.437)] [data_t 0.015] [optim_t 0.476] [lr 0.000192] [CE 3.019 (3.733)] [KD 1.429 (1.750)] +2024-10-20 15:32:45,984 - Train: 84.98% [1063100/1251000] [849.8/1000.0] [batch_t 0.453 (0.448)] [data_t 0.016] [optim_t 0.437] [lr 0.000192] [CE 4.019 (3.797)] [KD 1.971 (1.781)] +2024-10-20 15:33:07,404 - Train: 84.98% [1063150/1251000] [849.8/1000.0] [batch_t 0.461 (0.428)] [data_t 0.015] [optim_t 0.446] [lr 0.000192] [CE 4.185 (3.849)] [KD 1.936 (1.800)] +2024-10-20 15:33:28,709 - Train: 84.99% [1063200/1251000] [849.9/1000.0] [batch_t 0.399 (0.426)] [data_t 0.015] [optim_t 0.383] [lr 0.000192] [CE 3.717 (3.834)] [KD 1.841 (1.812)] +2024-10-20 15:33:50,252 - Train: 84.99% [1063250/1251000] [849.9/1000.0] [batch_t 0.505 (0.431)] [data_t 0.015] [optim_t 0.490] [lr 0.000192] [CE 3.765 (3.827)] [KD 1.811 (1.810)] +2024-10-20 15:34:11,953 - Train: 85.00% [1063300/1251000] [850.0/1000.0] [batch_t 0.365 (0.434)] [data_t 0.015] [optim_t 0.350] [lr 0.000192] [CE 4.291 (3.850)] [KD 2.119 (1.817)] +2024-10-20 15:34:32,992 - Train: 85.00% [1063350/1251000] [850.0/1000.0] [batch_t 0.359 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.000192] [CE 3.490 (3.783)] [KD 1.613 (1.780)] +2024-10-20 15:34:54,408 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41246] [top5_cnt 48094] [top_all 50000] +2024-10-20 15:34:54,408 - net: 82.492 (96.188) +2024-10-20 15:35:16,447 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 41553] [top5_cnt 48231] [top_all 50000] +2024-10-20 15:35:16,448 - net_E: 83.106 (96.462) +2024-10-20 15:35:16,586 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.178 (epoch: 846)] +2024-10-20 15:35:16,586 - ==> Total time: 5 days, 15:53:25 Eta: 23:58:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 15:35:43,582 - Train: 85.00% [1063400/1251000] [850.0/1000.0] [batch_t 0.458 (0.454)] [data_t 0.015] [optim_t 0.443] [lr 0.000192] [CE 3.717 (3.785)] [KD 1.757 (1.785)] +2024-10-20 15:36:06,566 - Train: 85.01% [1063450/1251000] [850.1/1000.0] [batch_t 0.360 (0.460)] [data_t 0.015] [optim_t 0.345] [lr 0.000192] [CE 3.579 (3.753)] [KD 1.684 (1.766)] +2024-10-20 15:36:29,703 - Train: 85.01% [1063500/1251000] [850.1/1000.0] [batch_t 0.458 (0.463)] [data_t 0.015] [optim_t 0.443] [lr 0.000192] [CE 3.838 (3.810)] [KD 1.852 (1.783)] +2024-10-20 15:36:52,817 - Train: 85.02% [1063550/1251000] [850.2/1000.0] [batch_t 0.490 (0.462)] [data_t 0.015] [optim_t 0.475] [lr 0.000192] [CE 3.932 (3.785)] [KD 1.894 (1.779)] +2024-10-20 15:37:15,414 - Train: 85.02% [1063600/1251000] [850.2/1000.0] [batch_t 0.526 (0.452)] [data_t 0.015] [optim_t 0.511] [lr 0.000191] [CE 3.719 (3.764)] [KD 1.799 (1.754)] +2024-10-20 15:37:38,169 - Train: 85.02% [1063650/1251000] [850.2/1000.0] [batch_t 0.499 (0.455)] [data_t 0.015] [optim_t 0.484] [lr 0.000191] [CE 3.514 (3.741)] [KD 1.584 (1.757)] +2024-10-20 15:38:00,641 - Train: 85.03% [1063700/1251000] [850.3/1000.0] [batch_t 0.498 (0.449)] [data_t 0.016] [optim_t 0.482] [lr 0.000191] [CE 3.606 (3.877)] [KD 1.740 (1.832)] +2024-10-20 15:38:22,142 - Train: 85.03% [1063750/1251000] [850.3/1000.0] [batch_t 0.446 (0.430)] [data_t 0.015] [optim_t 0.431] [lr 0.000191] [CE 3.818 (3.823)] [KD 1.875 (1.805)] +2024-10-20 15:38:44,164 - Train: 85.04% [1063800/1251000] [850.4/1000.0] [batch_t 0.437 (0.440)] [data_t 0.015] [optim_t 0.422] [lr 0.000191] [CE 3.992 (3.839)] [KD 1.904 (1.805)] +2024-10-20 15:39:07,568 - Train: 85.04% [1063850/1251000] [850.4/1000.0] [batch_t 0.528 (0.468)] [data_t 0.015] [optim_t 0.513] [lr 0.000191] [CE 3.404 (3.868)] [KD 1.635 (1.812)] +2024-10-20 15:39:30,412 - Train: 85.04% [1063900/1251000] [850.4/1000.0] [batch_t 0.522 (0.457)] [data_t 0.015] [optim_t 0.507] [lr 0.000191] [CE 4.079 (3.807)] [KD 1.966 (1.777)] +2024-10-20 15:39:51,354 - Train: 85.05% [1063950/1251000] [850.5/1000.0] [batch_t 0.504 (0.419)] [data_t 0.015] [optim_t 0.489] [lr 0.000191] [CE 4.044 (3.811)] [KD 1.857 (1.793)] +2024-10-20 15:40:13,532 - Train: 85.05% [1064000/1251000] [850.5/1000.0] [batch_t 0.430 (0.443)] [data_t 0.015] [optim_t 0.414] [lr 0.000191] [CE 3.240 (3.876)] [KD 1.467 (1.827)] +2024-10-20 15:40:35,420 - Train: 85.06% [1064050/1251000] [850.6/1000.0] [batch_t 0.489 (0.438)] [data_t 0.015] [optim_t 0.473] [lr 0.000191] [CE 4.390 (3.795)] [KD 2.165 (1.769)] +2024-10-20 15:40:57,082 - Train: 85.06% [1064100/1251000] [850.6/1000.0] [batch_t 0.381 (0.433)] [data_t 0.015] [optim_t 0.366] [lr 0.000191] [CE 4.125 (3.801)] [KD 1.922 (1.766)] +2024-10-20 15:41:19,247 - Train: 85.06% [1064150/1251000] [850.6/1000.0] [batch_t 0.401 (0.443)] [data_t 0.015] [optim_t 0.385] [lr 0.000191] [CE 3.917 (3.712)] [KD 1.819 (1.736)] +2024-10-20 15:41:41,589 - Train: 85.07% [1064200/1251000] [850.7/1000.0] [batch_t 0.455 (0.447)] [data_t 0.015] [optim_t 0.440] [lr 0.000190] [CE 4.109 (3.726)] [KD 2.024 (1.771)] +2024-10-20 15:42:03,488 - Train: 85.07% [1064250/1251000] [850.7/1000.0] [batch_t 0.457 (0.438)] [data_t 0.015] [optim_t 0.442] [lr 0.000190] [CE 4.183 (3.765)] [KD 1.930 (1.746)] +2024-10-20 15:42:24,976 - Train: 85.08% [1064300/1251000] [850.8/1000.0] [batch_t 0.402 (0.430)] [data_t 0.015] [optim_t 0.387] [lr 0.000190] [CE 3.512 (3.877)] [KD 1.747 (1.800)] +2024-10-20 15:42:46,924 - Train: 85.08% [1064350/1251000] [850.8/1000.0] [batch_t 0.435 (0.439)] [data_t 0.015] [optim_t 0.420] [lr 0.000190] [CE 4.087 (3.847)] [KD 2.013 (1.809)] +2024-10-20 15:43:08,225 - Train: 85.08% [1064400/1251000] [850.8/1000.0] [batch_t 0.466 (0.426)] [data_t 0.015] [optim_t 0.451] [lr 0.000190] [CE 3.662 (3.850)] [KD 1.653 (1.806)] +2024-10-20 15:43:29,850 - Train: 85.09% [1064450/1251000] [850.9/1000.0] [batch_t 0.445 (0.432)] [data_t 0.015] [optim_t 0.430] [lr 0.000190] [CE 4.155 (3.800)] [KD 1.953 (1.788)] +2024-10-20 15:43:51,236 - Train: 85.09% [1064500/1251000] [850.9/1000.0] [batch_t 0.450 (0.428)] [data_t 0.015] [optim_t 0.435] [lr 0.000190] [CE 3.816 (3.804)] [KD 1.736 (1.785)] +2024-10-20 15:44:13,479 - Train: 85.10% [1064550/1251000] [851.0/1000.0] [batch_t 0.425 (0.445)] [data_t 0.015] [optim_t 0.410] [lr 0.000190] [CE 3.953 (3.809)] [KD 1.863 (1.800)] +2024-10-20 15:44:34,610 - Train: 85.10% [1064600/1251000] [851.0/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.343] [lr 0.000190] [CE 3.661 (3.835)] [KD 1.658 (1.779)] +2024-10-20 15:44:57,023 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 41161] [top5_cnt 48085] [top_all 50000] +2024-10-20 15:44:57,024 - net: 82.322 (96.170) +2024-10-20 15:45:18,552 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41567] [top5_cnt 48249] [top_all 50000] +2024-10-20 15:45:18,552 - net_E: 83.134 (96.498) +2024-10-20 15:45:18,681 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.178 (epoch: 846)] +2024-10-20 15:45:18,681 - ==> Total time: 5 days, 16:03:27 Eta: 23:49:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 15:45:43,938 - Train: 85.10% [1064650/1251000] [851.0/1000.0] [batch_t 0.359 (0.481)] [data_t 0.015] [optim_t 0.344] [lr 0.000190] [CE 4.403 (3.837)] [KD 2.041 (1.802)] +2024-10-20 15:46:05,852 - Train: 85.11% [1064700/1251000] [851.1/1000.0] [batch_t 0.457 (0.434)] [data_t 0.015] [optim_t 0.442] [lr 0.000190] [CE 4.447 (3.804)] [KD 2.097 (1.781)] +2024-10-20 15:46:27,558 - Train: 85.11% [1064750/1251000] [851.1/1000.0] [batch_t 0.386 (0.434)] [data_t 0.015] [optim_t 0.370] [lr 0.000189] [CE 3.451 (3.784)] [KD 1.570 (1.802)] +2024-10-20 15:46:48,810 - Train: 85.12% [1064800/1251000] [851.2/1000.0] [batch_t 0.436 (0.425)] [data_t 0.016] [optim_t 0.421] [lr 0.000189] [CE 3.768 (3.797)] [KD 1.815 (1.792)] +2024-10-20 15:47:10,755 - Train: 85.12% [1064850/1251000] [851.2/1000.0] [batch_t 0.516 (0.439)] [data_t 0.015] [optim_t 0.500] [lr 0.000189] [CE 3.297 (3.818)] [KD 1.523 (1.779)] +2024-10-20 15:47:32,376 - Train: 85.12% [1064900/1251000] [851.2/1000.0] [batch_t 0.485 (0.432)] [data_t 0.016] [optim_t 0.469] [lr 0.000189] [CE 3.405 (3.830)] [KD 1.580 (1.792)] +2024-10-20 15:47:53,624 - Train: 85.13% [1064950/1251000] [851.3/1000.0] [batch_t 0.490 (0.424)] [data_t 0.015] [optim_t 0.475] [lr 0.000189] [CE 3.760 (3.842)] [KD 1.762 (1.776)] +2024-10-20 15:48:14,886 - Train: 85.13% [1065000/1251000] [851.3/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.346] [lr 0.000189] [CE 3.561 (3.820)] [KD 1.601 (1.785)] +2024-10-20 15:48:36,317 - Train: 85.14% [1065050/1251000] [851.4/1000.0] [batch_t 0.371 (0.429)] [data_t 0.015] [optim_t 0.356] [lr 0.000189] [CE 3.833 (3.809)] [KD 1.847 (1.795)] +2024-10-20 15:48:57,703 - Train: 85.14% [1065100/1251000] [851.4/1000.0] [batch_t 0.382 (0.428)] [data_t 0.015] [optim_t 0.367] [lr 0.000189] [CE 3.915 (3.826)] [KD 1.861 (1.808)] +2024-10-20 15:49:19,734 - Train: 85.14% [1065150/1251000] [851.4/1000.0] [batch_t 0.424 (0.441)] [data_t 0.015] [optim_t 0.408] [lr 0.000189] [CE 4.322 (3.882)] [KD 2.011 (1.829)] +2024-10-20 15:49:41,580 - Train: 85.15% [1065200/1251000] [851.5/1000.0] [batch_t 0.456 (0.437)] [data_t 0.015] [optim_t 0.441] [lr 0.000189] [CE 4.020 (3.804)] [KD 2.028 (1.795)] +2024-10-20 15:50:03,596 - Train: 85.15% [1065250/1251000] [851.5/1000.0] [batch_t 0.459 (0.440)] [data_t 0.015] [optim_t 0.444] [lr 0.000189] [CE 3.749 (3.841)] [KD 1.754 (1.806)] +2024-10-20 15:50:25,897 - Train: 85.16% [1065300/1251000] [851.6/1000.0] [batch_t 0.454 (0.446)] [data_t 0.015] [optim_t 0.439] [lr 0.000189] [CE 3.644 (3.845)] [KD 1.753 (1.784)] +2024-10-20 15:50:47,488 - Train: 85.16% [1065350/1251000] [851.6/1000.0] [batch_t 0.413 (0.432)] [data_t 0.015] [optim_t 0.398] [lr 0.000188] [CE 4.251 (3.868)] [KD 2.012 (1.800)] +2024-10-20 15:51:08,853 - Train: 85.16% [1065400/1251000] [851.6/1000.0] [batch_t 0.436 (0.427)] [data_t 0.015] [optim_t 0.421] [lr 0.000188] [CE 3.271 (3.841)] [KD 1.563 (1.801)] +2024-10-20 15:51:30,983 - Train: 85.17% [1065450/1251000] [851.7/1000.0] [batch_t 0.421 (0.442)] [data_t 0.016] [optim_t 0.406] [lr 0.000188] [CE 4.117 (3.812)] [KD 1.832 (1.793)] +2024-10-20 15:51:52,739 - Train: 85.17% [1065500/1251000] [851.7/1000.0] [batch_t 0.436 (0.435)] [data_t 0.015] [optim_t 0.421] [lr 0.000188] [CE 3.839 (3.793)] [KD 1.749 (1.751)] +2024-10-20 15:52:14,570 - Train: 85.18% [1065550/1251000] [851.8/1000.0] [batch_t 0.428 (0.437)] [data_t 0.015] [optim_t 0.413] [lr 0.000188] [CE 3.735 (3.837)] [KD 1.737 (1.809)] +2024-10-20 15:52:36,215 - Train: 85.18% [1065600/1251000] [851.8/1000.0] [batch_t 0.358 (0.433)] [data_t 0.015] [optim_t 0.343] [lr 0.000188] [CE 3.810 (3.823)] [KD 1.902 (1.785)] +2024-10-20 15:52:57,516 - Train: 85.18% [1065650/1251000] [851.8/1000.0] [batch_t 0.419 (0.426)] [data_t 0.016] [optim_t 0.404] [lr 0.000188] [CE 3.811 (3.928)] [KD 1.724 (1.821)] +2024-10-20 15:53:19,051 - Train: 85.19% [1065700/1251000] [851.9/1000.0] [batch_t 0.398 (0.431)] [data_t 0.015] [optim_t 0.383] [lr 0.000188] [CE 4.026 (3.860)] [KD 1.967 (1.807)] +2024-10-20 15:53:40,485 - Train: 85.19% [1065750/1251000] [851.9/1000.0] [batch_t 0.445 (0.429)] [data_t 0.015] [optim_t 0.430] [lr 0.000188] [CE 4.442 (3.791)] [KD 2.079 (1.785)] +2024-10-20 15:54:02,524 - Train: 85.20% [1065800/1251000] [852.0/1000.0] [batch_t 0.429 (0.441)] [data_t 0.086] [optim_t 0.343] [lr 0.000188] [CE 3.839 (3.842)] [KD 1.879 (1.789)] +2024-10-20 15:54:23,679 - Train: 85.20% [1065850/1251000] [852.0/1000.0] [batch_t 0.359 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.000188] [CE 4.372 (3.704)] [KD 2.120 (1.733)] +2024-10-20 15:54:46,295 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41156] [top5_cnt 48084] [top_all 50000] +2024-10-20 15:54:46,295 - net: 82.312 (96.168) +2024-10-20 15:55:07,873 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41571] [top5_cnt 48246] [top_all 50000] +2024-10-20 15:55:07,874 - net_E: 83.142 (96.492) +2024-10-20 15:55:08,001 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.178 (epoch: 846)] +2024-10-20 15:55:08,002 - ==> Total time: 5 days, 16:13:16 Eta: 23:39:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 15:55:33,462 - Train: 85.20% [1065900/1251000] [852.0/1000.0] [batch_t 0.362 (0.502)] [data_t 0.015] [optim_t 0.346] [lr 0.000188] [CE 4.256 (3.770)] [KD 1.978 (1.745)] +2024-10-20 15:55:54,393 - Train: 85.21% [1065950/1251000] [852.1/1000.0] [batch_t 0.459 (0.419)] [data_t 0.015] [optim_t 0.443] [lr 0.000187] [CE 3.748 (3.782)] [KD 1.802 (1.759)] +2024-10-20 15:56:15,615 - Train: 85.21% [1066000/1251000] [852.1/1000.0] [batch_t 0.501 (0.424)] [data_t 0.016] [optim_t 0.486] [lr 0.000187] [CE 4.084 (3.807)] [KD 1.959 (1.793)] +2024-10-20 15:56:38,117 - Train: 85.22% [1066050/1251000] [852.2/1000.0] [batch_t 0.481 (0.450)] [data_t 0.015] [optim_t 0.465] [lr 0.000187] [CE 4.039 (3.748)] [KD 1.817 (1.746)] +2024-10-20 15:57:00,309 - Train: 85.22% [1066100/1251000] [852.2/1000.0] [batch_t 0.481 (0.444)] [data_t 0.015] [optim_t 0.465] [lr 0.000187] [CE 3.556 (3.810)] [KD 1.599 (1.779)] +2024-10-20 15:57:22,314 - Train: 85.22% [1066150/1251000] [852.2/1000.0] [batch_t 0.469 (0.440)] [data_t 0.015] [optim_t 0.454] [lr 0.000187] [CE 4.124 (3.797)] [KD 1.958 (1.766)] +2024-10-20 15:57:44,637 - Train: 85.23% [1066200/1251000] [852.3/1000.0] [batch_t 0.506 (0.446)] [data_t 0.015] [optim_t 0.491] [lr 0.000187] [CE 3.881 (3.819)] [KD 1.857 (1.789)] +2024-10-20 15:58:07,129 - Train: 85.23% [1066250/1251000] [852.3/1000.0] [batch_t 0.363 (0.450)] [data_t 0.015] [optim_t 0.347] [lr 0.000187] [CE 3.682 (3.787)] [KD 1.705 (1.796)] +2024-10-20 15:58:28,507 - Train: 85.24% [1066300/1251000] [852.4/1000.0] [batch_t 0.491 (0.427)] [data_t 0.015] [optim_t 0.475] [lr 0.000187] [CE 3.751 (3.778)] [KD 1.725 (1.768)] +2024-10-20 15:58:49,611 - Train: 85.24% [1066350/1251000] [852.4/1000.0] [batch_t 0.388 (0.422)] [data_t 0.015] [optim_t 0.372] [lr 0.000187] [CE 3.712 (3.803)] [KD 1.755 (1.772)] +2024-10-20 15:59:11,439 - Train: 85.24% [1066400/1251000] [852.4/1000.0] [batch_t 0.423 (0.436)] [data_t 0.015] [optim_t 0.407] [lr 0.000187] [CE 3.698 (3.792)] [KD 1.662 (1.790)] +2024-10-20 15:59:32,292 - Train: 85.25% [1066450/1251000] [852.5/1000.0] [batch_t 0.427 (0.417)] [data_t 0.015] [optim_t 0.412] [lr 0.000187] [CE 3.340 (3.790)] [KD 1.528 (1.761)] +2024-10-20 15:59:53,142 - Train: 85.25% [1066500/1251000] [852.5/1000.0] [batch_t 0.391 (0.417)] [data_t 0.015] [optim_t 0.375] [lr 0.000187] [CE 3.849 (3.795)] [KD 1.803 (1.776)] +2024-10-20 16:00:14,638 - Train: 85.26% [1066550/1251000] [852.6/1000.0] [batch_t 0.422 (0.430)] [data_t 0.016] [optim_t 0.406] [lr 0.000186] [CE 3.501 (3.832)] [KD 1.722 (1.790)] +2024-10-20 16:00:34,737 - Train: 85.26% [1066600/1251000] [852.6/1000.0] [batch_t 0.419 (0.402)] [data_t 0.015] [optim_t 0.403] [lr 0.000186] [CE 4.186 (3.879)] [KD 1.876 (1.816)] +2024-10-20 16:00:55,192 - Train: 85.26% [1066650/1251000] [852.6/1000.0] [batch_t 0.361 (0.409)] [data_t 0.016] [optim_t 0.345] [lr 0.000186] [CE 3.566 (3.750)] [KD 1.681 (1.755)] +2024-10-20 16:01:15,378 - Train: 85.27% [1066700/1251000] [852.7/1000.0] [batch_t 0.432 (0.404)] [data_t 0.015] [optim_t 0.417] [lr 0.000186] [CE 4.445 (3.758)] [KD 2.021 (1.754)] +2024-10-20 16:01:36,278 - Train: 85.27% [1066750/1251000] [852.7/1000.0] [batch_t 0.361 (0.418)] [data_t 0.016] [optim_t 0.346] [lr 0.000186] [CE 3.962 (3.764)] [KD 1.948 (1.752)] +2024-10-20 16:01:57,141 - Train: 85.28% [1066800/1251000] [852.8/1000.0] [batch_t 0.378 (0.417)] [data_t 0.016] [optim_t 0.362] [lr 0.000186] [CE 3.741 (3.800)] [KD 1.699 (1.772)] +2024-10-20 16:02:18,840 - Train: 85.28% [1066850/1251000] [852.8/1000.0] [batch_t 0.373 (0.434)] [data_t 0.016] [optim_t 0.357] [lr 0.000186] [CE 4.267 (3.821)] [KD 2.028 (1.776)] +2024-10-20 16:02:40,727 - Train: 85.28% [1066900/1251000] [852.8/1000.0] [batch_t 0.478 (0.438)] [data_t 0.016] [optim_t 0.462] [lr 0.000186] [CE 3.610 (3.785)] [KD 1.791 (1.766)] +2024-10-20 16:03:02,825 - Train: 85.29% [1066950/1251000] [852.9/1000.0] [batch_t 0.368 (0.442)] [data_t 0.016] [optim_t 0.352] [lr 0.000186] [CE 4.301 (3.816)] [KD 1.948 (1.773)] +2024-10-20 16:03:23,060 - Train: 85.29% [1067000/1251000] [852.9/1000.0] [batch_t 0.373 (0.405)] [data_t 0.016] [optim_t 0.357] [lr 0.000186] [CE 3.319 (3.806)] [KD 1.612 (1.805)] +2024-10-20 16:03:45,526 - Train: 85.30% [1067050/1251000] [853.0/1000.0] [batch_t 0.368 (0.449)] [data_t 0.016] [optim_t 0.352] [lr 0.000186] [CE 3.765 (3.795)] [KD 1.741 (1.771)] +2024-10-20 16:04:06,300 - Train: 85.30% [1067100/1251000] [853.0/1000.0] [batch_t 0.365 (0.415)] [data_t 0.015] [optim_t 0.350] [lr 0.000186] [CE 2.903 (3.797)] [KD 1.400 (1.785)] +2024-10-20 16:04:29,984 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.446)] [top1_cnt 41109] [top5_cnt 48072] [top_all 50000] +2024-10-20 16:04:29,984 - net: 82.218 (96.144) +2024-10-20 16:04:52,226 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41580] [top5_cnt 48246] [top_all 50000] +2024-10-20 16:04:52,226 - net_E: 83.160 (96.492) +2024-10-20 16:04:52,400 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.178 (epoch: 846)] +2024-10-20 16:04:52,400 - ==> Total time: 5 days, 16:23:01 Eta: 23:30:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 16:05:17,325 - Train: 85.30% [1067150/1251000] [853.0/1000.0] [batch_t 0.427 (0.488)] [data_t 0.080] [optim_t 0.347] [lr 0.000185] [CE 3.846 (3.756)] [KD 1.930 (1.754)] +2024-10-20 16:05:39,509 - Train: 85.31% [1067200/1251000] [853.1/1000.0] [batch_t 0.478 (0.444)] [data_t 0.128] [optim_t 0.350] [lr 0.000185] [CE 3.946 (3.804)] [KD 1.883 (1.772)] +2024-10-20 16:06:01,162 - Train: 85.31% [1067250/1251000] [853.1/1000.0] [batch_t 0.425 (0.433)] [data_t 0.078] [optim_t 0.348] [lr 0.000185] [CE 3.638 (3.854)] [KD 1.675 (1.794)] +2024-10-20 16:06:22,852 - Train: 85.32% [1067300/1251000] [853.2/1000.0] [batch_t 0.493 (0.434)] [data_t 0.149] [optim_t 0.344] [lr 0.000185] [CE 3.898 (3.775)] [KD 1.899 (1.757)] +2024-10-20 16:06:44,567 - Train: 85.32% [1067350/1251000] [853.2/1000.0] [batch_t 0.382 (0.434)] [data_t 0.037] [optim_t 0.345] [lr 0.000185] [CE 3.465 (3.781)] [KD 1.686 (1.758)] +2024-10-20 16:07:06,903 - Train: 85.32% [1067400/1251000] [853.2/1000.0] [batch_t 0.527 (0.447)] [data_t 0.183] [optim_t 0.343] [lr 0.000185] [CE 3.701 (3.832)] [KD 1.682 (1.776)] +2024-10-20 16:07:28,219 - Train: 85.33% [1067450/1251000] [853.3/1000.0] [batch_t 0.475 (0.426)] [data_t 0.133] [optim_t 0.342] [lr 0.000185] [CE 3.568 (3.805)] [KD 1.706 (1.776)] +2024-10-20 16:07:49,788 - Train: 85.33% [1067500/1251000] [853.3/1000.0] [batch_t 0.456 (0.431)] [data_t 0.015] [optim_t 0.441] [lr 0.000185] [CE 3.796 (3.777)] [KD 1.703 (1.775)] +2024-10-20 16:08:11,084 - Train: 85.34% [1067550/1251000] [853.4/1000.0] [batch_t 0.493 (0.426)] [data_t 0.015] [optim_t 0.477] [lr 0.000185] [CE 3.145 (3.800)] [KD 1.499 (1.778)] +2024-10-20 16:08:32,629 - Train: 85.34% [1067600/1251000] [853.4/1000.0] [batch_t 0.550 (0.431)] [data_t 0.016] [optim_t 0.535] [lr 0.000185] [CE 3.812 (3.818)] [KD 1.731 (1.770)] +2024-10-20 16:08:53,806 - Train: 85.34% [1067650/1251000] [853.4/1000.0] [batch_t 0.476 (0.423)] [data_t 0.015] [optim_t 0.461] [lr 0.000185] [CE 3.600 (3.803)] [KD 1.619 (1.762)] +2024-10-20 16:09:14,748 - Train: 85.35% [1067700/1251000] [853.5/1000.0] [batch_t 0.404 (0.419)] [data_t 0.015] [optim_t 0.388] [lr 0.000185] [CE 3.602 (3.810)] [KD 1.559 (1.776)] +2024-10-20 16:09:35,601 - Train: 85.35% [1067750/1251000] [853.5/1000.0] [batch_t 0.425 (0.417)] [data_t 0.015] [optim_t 0.409] [lr 0.000184] [CE 3.978 (3.751)] [KD 1.840 (1.745)] +2024-10-20 16:09:56,530 - Train: 85.36% [1067800/1251000] [853.6/1000.0] [batch_t 0.455 (0.418)] [data_t 0.015] [optim_t 0.439] [lr 0.000184] [CE 4.253 (3.817)] [KD 2.124 (1.785)] +2024-10-20 16:10:18,254 - Train: 85.36% [1067850/1251000] [853.6/1000.0] [batch_t 0.480 (0.434)] [data_t 0.015] [optim_t 0.464] [lr 0.000184] [CE 3.381 (3.774)] [KD 1.518 (1.784)] +2024-10-20 16:10:39,310 - Train: 85.36% [1067900/1251000] [853.6/1000.0] [batch_t 0.398 (0.421)] [data_t 0.015] [optim_t 0.383] [lr 0.000184] [CE 3.877 (3.763)] [KD 1.858 (1.754)] +2024-10-20 16:11:00,549 - Train: 85.37% [1067950/1251000] [853.7/1000.0] [batch_t 0.465 (0.425)] [data_t 0.015] [optim_t 0.450] [lr 0.000184] [CE 4.266 (3.813)] [KD 1.867 (1.775)] +2024-10-20 16:11:22,074 - Train: 85.37% [1068000/1251000] [853.7/1000.0] [batch_t 0.430 (0.430)] [data_t 0.016] [optim_t 0.415] [lr 0.000184] [CE 3.627 (3.805)] [KD 1.689 (1.788)] +2024-10-20 16:11:44,201 - Train: 85.38% [1068050/1251000] [853.8/1000.0] [batch_t 0.362 (0.442)] [data_t 0.015] [optim_t 0.347] [lr 0.000184] [CE 3.525 (3.751)] [KD 1.725 (1.753)] +2024-10-20 16:12:06,077 - Train: 85.38% [1068100/1251000] [853.8/1000.0] [batch_t 0.820 (0.437)] [data_t 0.015] [optim_t 0.804] [lr 0.000184] [CE 3.509 (3.770)] [KD 1.697 (1.775)] +2024-10-20 16:12:26,936 - Train: 85.38% [1068150/1251000] [853.8/1000.0] [batch_t 0.366 (0.417)] [data_t 0.016] [optim_t 0.351] [lr 0.000184] [CE 3.402 (3.732)] [KD 1.481 (1.745)] +2024-10-20 16:12:48,550 - Train: 85.39% [1068200/1251000] [853.9/1000.0] [batch_t 0.369 (0.432)] [data_t 0.016] [optim_t 0.354] [lr 0.000184] [CE 4.253 (3.831)] [KD 2.014 (1.797)] +2024-10-20 16:13:09,916 - Train: 85.39% [1068250/1251000] [853.9/1000.0] [batch_t 0.364 (0.427)] [data_t 0.016] [optim_t 0.349] [lr 0.000184] [CE 3.225 (3.758)] [KD 1.489 (1.758)] +2024-10-20 16:13:31,410 - Train: 85.40% [1068300/1251000] [854.0/1000.0] [batch_t 0.484 (0.430)] [data_t 0.015] [optim_t 0.468] [lr 0.000184] [CE 3.524 (3.798)] [KD 1.535 (1.765)] +2024-10-20 16:13:52,302 - Train: 85.40% [1068350/1251000] [854.0/1000.0] [batch_t 0.363 (0.418)] [data_t 0.015] [optim_t 0.348] [lr 0.000183] [CE 3.903 (3.737)] [KD 1.845 (1.752)] +2024-10-20 16:14:15,798 - Test (net): 100.00% [50/50] [batch_t 0.148 (0.438)] [top1_cnt 41110] [top5_cnt 48067] [top_all 50000] +2024-10-20 16:14:15,798 - net: 82.220 (96.134) +2024-10-20 16:14:37,292 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41581] [top5_cnt 48252] [top_all 50000] +2024-10-20 16:14:37,292 - net_E: 83.162 (96.504) +2024-10-20 16:14:37,439 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.178 (epoch: 846)] +2024-10-20 16:14:37,440 - ==> Total time: 5 days, 16:32:46 Eta: 23:20:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 16:15:01,488 - Train: 85.40% [1068400/1251000] [854.0/1000.0] [batch_t 0.463 (0.484)] [data_t 0.015] [optim_t 0.447] [lr 0.000183] [CE 3.352 (3.834)] [KD 1.462 (1.781)] +2024-10-20 16:15:23,585 - Train: 85.41% [1068450/1251000] [854.1/1000.0] [batch_t 0.414 (0.442)] [data_t 0.015] [optim_t 0.399] [lr 0.000183] [CE 3.782 (3.803)] [KD 1.538 (1.763)] +2024-10-20 16:15:45,671 - Train: 85.41% [1068500/1251000] [854.1/1000.0] [batch_t 0.487 (0.442)] [data_t 0.068] [optim_t 0.419] [lr 0.000183] [CE 3.119 (3.769)] [KD 1.579 (1.756)] +2024-10-20 16:16:07,808 - Train: 85.42% [1068550/1251000] [854.2/1000.0] [batch_t 0.500 (0.443)] [data_t 0.158] [optim_t 0.342] [lr 0.000183] [CE 4.036 (3.811)] [KD 1.850 (1.780)] +2024-10-20 16:16:29,323 - Train: 85.42% [1068600/1251000] [854.2/1000.0] [batch_t 0.442 (0.430)] [data_t 0.100] [optim_t 0.343] [lr 0.000183] [CE 4.254 (3.793)] [KD 2.095 (1.770)] +2024-10-20 16:16:50,953 - Train: 85.42% [1068650/1251000] [854.2/1000.0] [batch_t 0.371 (0.432)] [data_t 0.031] [optim_t 0.339] [lr 0.000183] [CE 4.072 (3.845)] [KD 1.973 (1.784)] +2024-10-20 16:17:12,638 - Train: 85.43% [1068700/1251000] [854.3/1000.0] [batch_t 0.384 (0.434)] [data_t 0.043] [optim_t 0.342] [lr 0.000183] [CE 3.870 (3.807)] [KD 1.751 (1.772)] +2024-10-20 16:17:34,602 - Train: 85.43% [1068750/1251000] [854.3/1000.0] [batch_t 0.370 (0.439)] [data_t 0.030] [optim_t 0.341] [lr 0.000183] [CE 3.693 (3.800)] [KD 1.688 (1.763)] +2024-10-20 16:17:56,211 - Train: 85.44% [1068800/1251000] [854.4/1000.0] [batch_t 0.386 (0.432)] [data_t 0.042] [optim_t 0.344] [lr 0.000183] [CE 3.891 (3.754)] [KD 1.721 (1.743)] +2024-10-20 16:18:17,509 - Train: 85.44% [1068850/1251000] [854.4/1000.0] [batch_t 0.736 (0.426)] [data_t 0.393] [optim_t 0.342] [lr 0.000183] [CE 3.660 (3.738)] [KD 1.780 (1.738)] +2024-10-20 16:18:38,403 - Train: 85.44% [1068900/1251000] [854.4/1000.0] [batch_t 0.371 (0.418)] [data_t 0.028] [optim_t 0.343] [lr 0.000183] [CE 3.563 (3.817)] [KD 1.539 (1.791)] +2024-10-20 16:18:59,572 - Train: 85.45% [1068950/1251000] [854.5/1000.0] [batch_t 0.463 (0.423)] [data_t 0.122] [optim_t 0.341] [lr 0.000183] [CE 4.114 (3.807)] [KD 1.895 (1.771)] +2024-10-20 16:19:21,034 - Train: 85.45% [1069000/1251000] [854.5/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.000182] [CE 4.067 (3.808)] [KD 1.869 (1.768)] +2024-10-20 16:19:42,159 - Train: 85.46% [1069050/1251000] [854.6/1000.0] [batch_t 0.410 (0.422)] [data_t 0.016] [optim_t 0.394] [lr 0.000182] [CE 3.909 (3.828)] [KD 1.772 (1.768)] +2024-10-20 16:20:03,323 - Train: 85.46% [1069100/1251000] [854.6/1000.0] [batch_t 0.372 (0.423)] [data_t 0.015] [optim_t 0.357] [lr 0.000182] [CE 4.136 (3.788)] [KD 2.048 (1.768)] +2024-10-20 16:20:24,646 - Train: 85.46% [1069150/1251000] [854.6/1000.0] [batch_t 0.417 (0.426)] [data_t 0.015] [optim_t 0.402] [lr 0.000182] [CE 3.623 (3.802)] [KD 1.729 (1.767)] +2024-10-20 16:20:45,848 - Train: 85.47% [1069200/1251000] [854.7/1000.0] [batch_t 0.436 (0.424)] [data_t 0.015] [optim_t 0.421] [lr 0.000182] [CE 3.251 (3.806)] [KD 1.403 (1.769)] +2024-10-20 16:21:06,878 - Train: 85.47% [1069250/1251000] [854.7/1000.0] [batch_t 0.478 (0.421)] [data_t 0.015] [optim_t 0.463] [lr 0.000182] [CE 3.737 (3.809)] [KD 1.582 (1.768)] +2024-10-20 16:21:27,767 - Train: 85.48% [1069300/1251000] [854.8/1000.0] [batch_t 0.382 (0.418)] [data_t 0.015] [optim_t 0.366] [lr 0.000182] [CE 4.001 (3.843)] [KD 1.816 (1.789)] +2024-10-20 16:21:49,183 - Train: 85.48% [1069350/1251000] [854.8/1000.0] [batch_t 0.435 (0.428)] [data_t 0.015] [optim_t 0.419] [lr 0.000182] [CE 3.928 (3.781)] [KD 1.751 (1.767)] +2024-10-20 16:22:11,183 - Train: 85.48% [1069400/1251000] [854.8/1000.0] [batch_t 0.414 (0.440)] [data_t 0.015] [optim_t 0.398] [lr 0.000182] [CE 3.738 (3.790)] [KD 1.895 (1.742)] +2024-10-20 16:22:33,871 - Train: 85.49% [1069450/1251000] [854.9/1000.0] [batch_t 0.447 (0.454)] [data_t 0.015] [optim_t 0.432] [lr 0.000182] [CE 3.904 (3.857)] [KD 1.711 (1.789)] +2024-10-20 16:22:55,193 - Train: 85.49% [1069500/1251000] [854.9/1000.0] [batch_t 0.364 (0.426)] [data_t 0.015] [optim_t 0.349] [lr 0.000182] [CE 3.607 (3.769)] [KD 1.714 (1.751)] +2024-10-20 16:23:17,640 - Train: 85.50% [1069550/1251000] [855.0/1000.0] [batch_t 0.484 (0.449)] [data_t 0.015] [optim_t 0.468] [lr 0.000182] [CE 3.950 (3.782)] [KD 1.882 (1.769)] +2024-10-20 16:23:38,844 - Train: 85.50% [1069600/1251000] [855.0/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.000181] [CE 4.399 (3.791)] [KD 1.993 (1.767)] +2024-10-20 16:24:03,683 - Test (net): 100.00% [50/50] [batch_t 0.142 (0.457)] [top1_cnt 41172] [top5_cnt 48072] [top_all 50000] +2024-10-20 16:24:03,684 - net: 82.344 (96.144) +2024-10-20 16:24:26,161 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.443)] [top1_cnt 41593] [top5_cnt 48248] [top_all 50000] +2024-10-20 16:24:26,161 - net_E: 83.186 (96.496) +2024-10-20 16:24:26,370 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.186 (epoch: 855)] +2024-10-20 16:24:26,370 - ==> Total time: 5 days, 16:42:34 Eta: 23:11:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 16:24:51,328 - Train: 85.50% [1069650/1251000] [855.0/1000.0] [batch_t 0.425 (0.440)] [data_t 0.015] [optim_t 0.410] [lr 0.000181] [CE 4.241 (3.759)] [KD 2.099 (1.761)] +2024-10-20 16:25:13,667 - Train: 85.51% [1069700/1251000] [855.1/1000.0] [batch_t 0.413 (0.447)] [data_t 0.015] [optim_t 0.398] [lr 0.000181] [CE 3.738 (3.806)] [KD 1.718 (1.768)] +2024-10-20 16:25:36,466 - Train: 85.51% [1069750/1251000] [855.1/1000.0] [batch_t 0.427 (0.456)] [data_t 0.015] [optim_t 0.412] [lr 0.000181] [CE 3.769 (3.791)] [KD 1.618 (1.771)] +2024-10-20 16:25:58,741 - Train: 85.52% [1069800/1251000] [855.2/1000.0] [batch_t 0.444 (0.445)] [data_t 0.015] [optim_t 0.429] [lr 0.000181] [CE 3.681 (3.783)] [KD 1.657 (1.774)] +2024-10-20 16:26:21,270 - Train: 85.52% [1069850/1251000] [855.2/1000.0] [batch_t 0.502 (0.450)] [data_t 0.016] [optim_t 0.486] [lr 0.000181] [CE 3.859 (3.761)] [KD 1.741 (1.767)] +2024-10-20 16:26:43,260 - Train: 85.52% [1069900/1251000] [855.2/1000.0] [batch_t 0.465 (0.440)] [data_t 0.016] [optim_t 0.450] [lr 0.000181] [CE 3.925 (3.795)] [KD 1.902 (1.758)] +2024-10-20 16:27:05,496 - Train: 85.53% [1069950/1251000] [855.3/1000.0] [batch_t 0.408 (0.445)] [data_t 0.015] [optim_t 0.392] [lr 0.000181] [CE 4.166 (3.824)] [KD 1.905 (1.782)] +2024-10-20 16:27:28,029 - Train: 85.53% [1070000/1251000] [855.3/1000.0] [batch_t 0.471 (0.451)] [data_t 0.015] [optim_t 0.455] [lr 0.000181] [CE 4.076 (3.831)] [KD 1.949 (1.787)] +2024-10-20 16:27:50,650 - Train: 85.54% [1070050/1251000] [855.4/1000.0] [batch_t 0.446 (0.452)] [data_t 0.015] [optim_t 0.431] [lr 0.000181] [CE 4.168 (3.784)] [KD 1.910 (1.759)] +2024-10-20 16:28:13,560 - Train: 85.54% [1070100/1251000] [855.4/1000.0] [batch_t 0.485 (0.458)] [data_t 0.016] [optim_t 0.469] [lr 0.000181] [CE 3.666 (3.752)] [KD 1.753 (1.754)] +2024-10-20 16:28:36,298 - Train: 85.54% [1070150/1251000] [855.4/1000.0] [batch_t 0.397 (0.455)] [data_t 0.016] [optim_t 0.381] [lr 0.000181] [CE 4.011 (3.756)] [KD 1.880 (1.742)] +2024-10-20 16:28:58,430 - Train: 85.55% [1070200/1251000] [855.5/1000.0] [batch_t 0.398 (0.442)] [data_t 0.015] [optim_t 0.383] [lr 0.000180] [CE 4.366 (3.821)] [KD 2.163 (1.786)] +2024-10-20 16:29:20,653 - Train: 85.55% [1070250/1251000] [855.5/1000.0] [batch_t 0.467 (0.444)] [data_t 0.016] [optim_t 0.451] [lr 0.000180] [CE 4.146 (3.741)] [KD 1.961 (1.744)] +2024-10-20 16:29:44,233 - Train: 85.56% [1070300/1251000] [855.6/1000.0] [batch_t 0.923 (0.471)] [data_t 0.016] [optim_t 0.908] [lr 0.000180] [CE 3.520 (3.753)] [KD 1.627 (1.753)] +2024-10-20 16:30:07,167 - Train: 85.56% [1070350/1251000] [855.6/1000.0] [batch_t 0.403 (0.459)] [data_t 0.016] [optim_t 0.387] [lr 0.000180] [CE 3.600 (3.759)] [KD 1.508 (1.755)] +2024-10-20 16:30:29,407 - Train: 85.56% [1070400/1251000] [855.6/1000.0] [batch_t 0.362 (0.445)] [data_t 0.016] [optim_t 0.347] [lr 0.000180] [CE 3.839 (3.847)] [KD 1.787 (1.800)] +2024-10-20 16:30:51,929 - Train: 85.57% [1070450/1251000] [855.7/1000.0] [batch_t 0.440 (0.450)] [data_t 0.016] [optim_t 0.425] [lr 0.000180] [CE 3.527 (3.770)] [KD 1.659 (1.753)] +2024-10-20 16:31:14,742 - Train: 85.57% [1070500/1251000] [855.7/1000.0] [batch_t 0.523 (0.456)] [data_t 0.015] [optim_t 0.508] [lr 0.000180] [CE 3.857 (3.849)] [KD 1.859 (1.809)] +2024-10-20 16:31:37,973 - Train: 85.58% [1070550/1251000] [855.8/1000.0] [batch_t 0.410 (0.464)] [data_t 0.016] [optim_t 0.395] [lr 0.000180] [CE 4.099 (3.793)] [KD 1.985 (1.764)] +2024-10-20 16:32:00,206 - Train: 85.58% [1070600/1251000] [855.8/1000.0] [batch_t 0.362 (0.445)] [data_t 0.016] [optim_t 0.346] [lr 0.000180] [CE 3.490 (3.780)] [KD 1.624 (1.781)] +2024-10-20 16:32:22,710 - Train: 85.58% [1070650/1251000] [855.8/1000.0] [batch_t 0.462 (0.450)] [data_t 0.016] [optim_t 0.446] [lr 0.000180] [CE 3.132 (3.807)] [KD 1.372 (1.767)] +2024-10-20 16:32:45,136 - Train: 85.59% [1070700/1251000] [855.9/1000.0] [batch_t 0.687 (0.448)] [data_t 0.016] [optim_t 0.671] [lr 0.000180] [CE 4.104 (3.757)] [KD 1.989 (1.753)] +2024-10-20 16:33:07,136 - Train: 85.59% [1070750/1251000] [855.9/1000.0] [batch_t 0.438 (0.440)] [data_t 0.015] [optim_t 0.423] [lr 0.000180] [CE 3.878 (3.835)] [KD 1.975 (1.807)] +2024-10-20 16:33:29,913 - Train: 85.60% [1070800/1251000] [856.0/1000.0] [batch_t 0.530 (0.455)] [data_t 0.016] [optim_t 0.515] [lr 0.000179] [CE 3.810 (3.841)] [KD 1.837 (1.810)] +2024-10-20 16:33:51,552 - Train: 85.60% [1070850/1251000] [856.0/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.347] [lr 0.000179] [CE 3.795 (3.765)] [KD 1.741 (1.739)] +2024-10-20 16:34:17,643 - Test (net): 100.00% [50/50] [batch_t 0.215 (0.473)] [top1_cnt 41133] [top5_cnt 48028] [top_all 50000] +2024-10-20 16:34:17,644 - net: 82.266 (96.056) +2024-10-20 16:34:39,040 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.420)] [top1_cnt 41565] [top5_cnt 48227] [top_all 50000] +2024-10-20 16:34:39,040 - net_E: 83.130 (96.454) +2024-10-20 16:34:39,211 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.186 (epoch: 855)] +2024-10-20 16:34:39,211 - ==> Total time: 5 days, 16:52:47 Eta: 23:01:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 16:35:03,511 - Train: 85.60% [1070900/1251000] [856.0/1000.0] [batch_t 0.449 (0.514)] [data_t 0.015] [optim_t 0.433] [lr 0.000179] [CE 3.537 (3.905)] [KD 1.667 (1.832)] +2024-10-20 16:35:26,605 - Train: 85.61% [1070950/1251000] [856.1/1000.0] [batch_t 0.482 (0.462)] [data_t 0.015] [optim_t 0.466] [lr 0.000179] [CE 3.974 (3.842)] [KD 2.030 (1.801)] +2024-10-20 16:35:49,449 - Train: 85.61% [1071000/1251000] [856.1/1000.0] [batch_t 0.411 (0.457)] [data_t 0.016] [optim_t 0.396] [lr 0.000179] [CE 4.096 (3.792)] [KD 1.934 (1.771)] +2024-10-20 16:36:11,024 - Train: 85.62% [1071050/1251000] [856.2/1000.0] [batch_t 0.421 (0.431)] [data_t 0.015] [optim_t 0.406] [lr 0.000179] [CE 3.861 (3.765)] [KD 1.675 (1.761)] +2024-10-20 16:36:32,923 - Train: 85.62% [1071100/1251000] [856.2/1000.0] [batch_t 0.546 (0.438)] [data_t 0.016] [optim_t 0.530] [lr 0.000179] [CE 3.751 (3.757)] [KD 1.694 (1.761)] +2024-10-20 16:36:54,144 - Train: 85.62% [1071150/1251000] [856.2/1000.0] [batch_t 0.445 (0.424)] [data_t 0.015] [optim_t 0.430] [lr 0.000179] [CE 3.677 (3.771)] [KD 1.808 (1.749)] +2024-10-20 16:37:15,740 - Train: 85.63% [1071200/1251000] [856.3/1000.0] [batch_t 0.396 (0.432)] [data_t 0.016] [optim_t 0.381] [lr 0.000179] [CE 3.529 (3.875)] [KD 1.572 (1.807)] +2024-10-20 16:37:37,406 - Train: 85.63% [1071250/1251000] [856.3/1000.0] [batch_t 0.399 (0.433)] [data_t 0.015] [optim_t 0.383] [lr 0.000179] [CE 3.822 (3.806)] [KD 1.823 (1.780)] +2024-10-20 16:37:59,555 - Train: 85.64% [1071300/1251000] [856.4/1000.0] [batch_t 0.477 (0.443)] [data_t 0.015] [optim_t 0.462] [lr 0.000179] [CE 3.847 (3.753)] [KD 1.706 (1.748)] +2024-10-20 16:38:21,559 - Train: 85.64% [1071350/1251000] [856.4/1000.0] [batch_t 0.430 (0.440)] [data_t 0.016] [optim_t 0.414] [lr 0.000179] [CE 3.831 (3.849)] [KD 1.868 (1.798)] +2024-10-20 16:38:43,885 - Train: 85.64% [1071400/1251000] [856.4/1000.0] [batch_t 0.537 (0.446)] [data_t 0.015] [optim_t 0.522] [lr 0.000178] [CE 3.936 (3.813)] [KD 1.771 (1.771)] +2024-10-20 16:39:06,698 - Train: 85.65% [1071450/1251000] [856.5/1000.0] [batch_t 0.471 (0.456)] [data_t 0.015] [optim_t 0.455] [lr 0.000178] [CE 4.088 (3.815)] [KD 1.988 (1.761)] +2024-10-20 16:39:29,195 - Train: 85.65% [1071500/1251000] [856.5/1000.0] [batch_t 0.466 (0.450)] [data_t 0.015] [optim_t 0.450] [lr 0.000178] [CE 3.306 (3.787)] [KD 1.631 (1.759)] +2024-10-20 16:39:51,207 - Train: 85.66% [1071550/1251000] [856.6/1000.0] [batch_t 0.505 (0.440)] [data_t 0.015] [optim_t 0.490] [lr 0.000178] [CE 3.459 (3.747)] [KD 1.682 (1.734)] +2024-10-20 16:40:13,244 - Train: 85.66% [1071600/1251000] [856.6/1000.0] [batch_t 0.420 (0.441)] [data_t 0.015] [optim_t 0.405] [lr 0.000178] [CE 3.537 (3.828)] [KD 1.705 (1.786)] +2024-10-20 16:40:35,032 - Train: 85.66% [1071650/1251000] [856.6/1000.0] [batch_t 0.417 (0.436)] [data_t 0.015] [optim_t 0.402] [lr 0.000178] [CE 3.574 (3.735)] [KD 1.686 (1.749)] +2024-10-20 16:40:56,833 - Train: 85.67% [1071700/1251000] [856.7/1000.0] [batch_t 0.407 (0.436)] [data_t 0.015] [optim_t 0.391] [lr 0.000178] [CE 3.628 (3.757)] [KD 1.615 (1.746)] +2024-10-20 16:41:18,369 - Train: 85.67% [1071750/1251000] [856.7/1000.0] [batch_t 0.469 (0.431)] [data_t 0.016] [optim_t 0.454] [lr 0.000178] [CE 3.940 (3.808)] [KD 1.866 (1.774)] +2024-10-20 16:41:40,390 - Train: 85.68% [1071800/1251000] [856.8/1000.0] [batch_t 0.441 (0.440)] [data_t 0.015] [optim_t 0.426] [lr 0.000178] [CE 3.441 (3.747)] [KD 1.484 (1.732)] +2024-10-20 16:42:02,767 - Train: 85.68% [1071850/1251000] [856.8/1000.0] [batch_t 0.391 (0.447)] [data_t 0.015] [optim_t 0.375] [lr 0.000178] [CE 3.930 (3.796)] [KD 1.790 (1.776)] +2024-10-20 16:42:24,616 - Train: 85.68% [1071900/1251000] [856.8/1000.0] [batch_t 0.418 (0.437)] [data_t 0.015] [optim_t 0.403] [lr 0.000178] [CE 3.870 (3.834)] [KD 1.786 (1.792)] +2024-10-20 16:42:46,353 - Train: 85.69% [1071950/1251000] [856.9/1000.0] [batch_t 0.365 (0.435)] [data_t 0.015] [optim_t 0.350] [lr 0.000178] [CE 4.051 (3.827)] [KD 1.922 (1.780)] +2024-10-20 16:43:08,981 - Train: 85.69% [1072000/1251000] [856.9/1000.0] [batch_t 0.409 (0.452)] [data_t 0.015] [optim_t 0.393] [lr 0.000178] [CE 3.746 (3.811)] [KD 1.730 (1.774)] +2024-10-20 16:43:31,014 - Train: 85.70% [1072050/1251000] [857.0/1000.0] [batch_t 0.453 (0.441)] [data_t 0.015] [optim_t 0.437] [lr 0.000177] [CE 3.830 (3.869)] [KD 1.794 (1.798)] +2024-10-20 16:43:51,616 - Train: 85.70% [1072100/1251000] [857.0/1000.0] [batch_t 0.357 (0.412)] [data_t 0.015] [optim_t 0.342] [lr 0.000177] [CE 3.657 (3.782)] [KD 1.721 (1.752)] +2024-10-20 16:44:15,987 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 41206] [top5_cnt 48053] [top_all 50000] +2024-10-20 16:44:15,987 - net: 82.412 (96.106) +2024-10-20 16:44:38,036 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 41562] [top5_cnt 48238] [top_all 50000] +2024-10-20 16:44:38,036 - net_E: 83.124 (96.476) +2024-10-20 16:44:38,199 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.186 (epoch: 855)] +2024-10-20 16:44:38,200 - ==> Total time: 5 days, 17:02:46 Eta: 22:52:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 16:45:00,829 - Train: 85.70% [1072150/1251000] [857.0/1000.0] [batch_t 0.362 (0.489)] [data_t 0.015] [optim_t 0.347] [lr 0.000177] [CE 3.725 (3.916)] [KD 1.745 (1.827)] +2024-10-20 16:45:22,055 - Train: 85.71% [1072200/1251000] [857.1/1000.0] [batch_t 0.404 (0.424)] [data_t 0.015] [optim_t 0.389] [lr 0.000177] [CE 3.767 (3.760)] [KD 1.772 (1.741)] +2024-10-20 16:45:44,134 - Train: 85.71% [1072250/1251000] [857.1/1000.0] [batch_t 0.462 (0.441)] [data_t 0.015] [optim_t 0.447] [lr 0.000177] [CE 3.496 (3.777)] [KD 1.681 (1.761)] +2024-10-20 16:46:05,816 - Train: 85.72% [1072300/1251000] [857.2/1000.0] [batch_t 0.451 (0.434)] [data_t 0.015] [optim_t 0.435] [lr 0.000177] [CE 4.424 (3.855)] [KD 2.168 (1.784)] +2024-10-20 16:46:27,649 - Train: 85.72% [1072350/1251000] [857.2/1000.0] [batch_t 0.471 (0.437)] [data_t 0.016] [optim_t 0.456] [lr 0.000177] [CE 3.752 (3.821)] [KD 1.643 (1.770)] +2024-10-20 16:46:49,161 - Train: 85.72% [1072400/1251000] [857.2/1000.0] [batch_t 0.389 (0.430)] [data_t 0.015] [optim_t 0.374] [lr 0.000177] [CE 3.865 (3.779)] [KD 1.825 (1.745)] +2024-10-20 16:47:10,724 - Train: 85.73% [1072450/1251000] [857.3/1000.0] [batch_t 0.450 (0.431)] [data_t 0.016] [optim_t 0.434] [lr 0.000177] [CE 4.203 (3.868)] [KD 1.837 (1.795)] +2024-10-20 16:47:32,025 - Train: 85.73% [1072500/1251000] [857.3/1000.0] [batch_t 0.468 (0.426)] [data_t 0.015] [optim_t 0.453] [lr 0.000177] [CE 3.725 (3.789)] [KD 1.620 (1.766)] +2024-10-20 16:47:53,511 - Train: 85.74% [1072550/1251000] [857.4/1000.0] [batch_t 0.385 (0.430)] [data_t 0.015] [optim_t 0.369] [lr 0.000177] [CE 3.413 (3.825)] [KD 1.661 (1.779)] +2024-10-20 16:48:15,279 - Train: 85.74% [1072600/1251000] [857.4/1000.0] [batch_t 0.492 (0.435)] [data_t 0.015] [optim_t 0.476] [lr 0.000177] [CE 3.253 (3.729)] [KD 1.465 (1.717)] +2024-10-20 16:48:36,795 - Train: 85.74% [1072650/1251000] [857.4/1000.0] [batch_t 0.428 (0.430)] [data_t 0.015] [optim_t 0.412] [lr 0.000176] [CE 4.101 (3.765)] [KD 1.902 (1.748)] +2024-10-20 16:48:58,597 - Train: 85.75% [1072700/1251000] [857.5/1000.0] [batch_t 0.467 (0.436)] [data_t 0.015] [optim_t 0.452] [lr 0.000176] [CE 3.358 (3.802)] [KD 1.475 (1.763)] +2024-10-20 16:49:20,270 - Train: 85.75% [1072750/1251000] [857.5/1000.0] [batch_t 0.427 (0.433)] [data_t 0.015] [optim_t 0.412] [lr 0.000176] [CE 3.677 (3.750)] [KD 1.697 (1.709)] +2024-10-20 16:49:42,145 - Train: 85.76% [1072800/1251000] [857.6/1000.0] [batch_t 0.477 (0.437)] [data_t 0.015] [optim_t 0.462] [lr 0.000176] [CE 3.759 (3.772)] [KD 1.724 (1.730)] +2024-10-20 16:50:03,442 - Train: 85.76% [1072850/1251000] [857.6/1000.0] [batch_t 0.386 (0.426)] [data_t 0.015] [optim_t 0.371] [lr 0.000176] [CE 3.728 (3.752)] [KD 1.679 (1.737)] +2024-10-20 16:50:25,040 - Train: 85.76% [1072900/1251000] [857.6/1000.0] [batch_t 0.420 (0.432)] [data_t 0.016] [optim_t 0.405] [lr 0.000176] [CE 3.709 (3.793)] [KD 1.687 (1.755)] +2024-10-20 16:50:46,701 - Train: 85.77% [1072950/1251000] [857.7/1000.0] [batch_t 0.449 (0.433)] [data_t 0.015] [optim_t 0.434] [lr 0.000176] [CE 3.458 (3.810)] [KD 1.538 (1.778)] +2024-10-20 16:51:09,213 - Train: 85.77% [1073000/1251000] [857.7/1000.0] [batch_t 0.367 (0.450)] [data_t 0.016] [optim_t 0.352] [lr 0.000176] [CE 3.570 (3.710)] [KD 1.638 (1.721)] +2024-10-20 16:51:31,389 - Train: 85.78% [1073050/1251000] [857.8/1000.0] [batch_t 0.420 (0.443)] [data_t 0.016] [optim_t 0.404] [lr 0.000176] [CE 3.834 (3.836)] [KD 1.794 (1.771)] +2024-10-20 16:51:53,067 - Train: 85.78% [1073100/1251000] [857.8/1000.0] [batch_t 0.376 (0.433)] [data_t 0.016] [optim_t 0.361] [lr 0.000176] [CE 3.925 (3.756)] [KD 2.030 (1.739)] +2024-10-20 16:52:15,260 - Train: 85.78% [1073150/1251000] [857.8/1000.0] [batch_t 0.516 (0.444)] [data_t 0.015] [optim_t 0.500] [lr 0.000176] [CE 3.755 (3.782)] [KD 1.680 (1.767)] +2024-10-20 16:52:37,351 - Train: 85.79% [1073200/1251000] [857.9/1000.0] [batch_t 0.483 (0.442)] [data_t 0.015] [optim_t 0.468] [lr 0.000176] [CE 3.416 (3.844)] [KD 1.528 (1.790)] +2024-10-20 16:52:59,711 - Train: 85.79% [1073250/1251000] [857.9/1000.0] [batch_t 0.553 (0.447)] [data_t 0.015] [optim_t 0.537] [lr 0.000176] [CE 3.850 (3.861)] [KD 1.818 (1.805)] +2024-10-20 16:53:21,888 - Train: 85.80% [1073300/1251000] [858.0/1000.0] [batch_t 0.483 (0.443)] [data_t 0.015] [optim_t 0.467] [lr 0.000175] [CE 4.408 (3.855)] [KD 2.080 (1.797)] +2024-10-20 16:53:43,588 - Train: 85.80% [1073350/1251000] [858.0/1000.0] [batch_t 0.357 (0.434)] [data_t 0.015] [optim_t 0.341] [lr 0.000175] [CE 4.046 (3.720)] [KD 1.892 (1.725)] +2024-10-20 16:54:08,778 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 41038] [top5_cnt 48045] [top_all 50000] +2024-10-20 16:54:08,779 - net: 82.076 (96.090) +2024-10-20 16:54:31,282 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 41561] [top5_cnt 48246] [top_all 50000] +2024-10-20 16:54:31,282 - net_E: 83.122 (96.492) +2024-10-20 16:54:31,444 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.186 (epoch: 855)] +2024-10-20 16:54:31,444 - ==> Total time: 5 days, 17:12:40 Eta: 22:42:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 16:54:53,702 - Train: 85.80% [1073400/1251000] [858.0/1000.0] [batch_t 0.509 (0.496)] [data_t 0.163] [optim_t 0.347] [lr 0.000175] [CE 3.814 (3.853)] [KD 1.782 (1.763)] +2024-10-20 16:55:15,861 - Train: 85.81% [1073450/1251000] [858.1/1000.0] [batch_t 0.502 (0.443)] [data_t 0.015] [optim_t 0.486] [lr 0.000175] [CE 4.020 (3.742)] [KD 1.816 (1.736)] +2024-10-20 16:55:37,881 - Train: 85.81% [1073500/1251000] [858.1/1000.0] [batch_t 0.425 (0.440)] [data_t 0.015] [optim_t 0.410] [lr 0.000175] [CE 3.852 (3.808)] [KD 1.798 (1.758)] +2024-10-20 16:55:59,454 - Train: 85.82% [1073550/1251000] [858.2/1000.0] [batch_t 0.478 (0.431)] [data_t 0.015] [optim_t 0.463] [lr 0.000175] [CE 2.864 (3.781)] [KD 1.324 (1.758)] +2024-10-20 16:56:21,294 - Train: 85.82% [1073600/1251000] [858.2/1000.0] [batch_t 0.441 (0.437)] [data_t 0.015] [optim_t 0.425] [lr 0.000175] [CE 3.921 (3.796)] [KD 1.836 (1.752)] +2024-10-20 16:56:42,990 - Train: 85.82% [1073650/1251000] [858.2/1000.0] [batch_t 0.479 (0.434)] [data_t 0.015] [optim_t 0.464] [lr 0.000175] [CE 3.655 (3.752)] [KD 1.694 (1.744)] +2024-10-20 16:57:04,627 - Train: 85.83% [1073700/1251000] [858.3/1000.0] [batch_t 0.489 (0.433)] [data_t 0.016] [optim_t 0.473] [lr 0.000175] [CE 4.014 (3.806)] [KD 1.797 (1.763)] +2024-10-20 16:57:25,832 - Train: 85.83% [1073750/1251000] [858.3/1000.0] [batch_t 0.422 (0.424)] [data_t 0.016] [optim_t 0.406] [lr 0.000175] [CE 3.964 (3.811)] [KD 1.820 (1.771)] +2024-10-20 16:57:47,614 - Train: 85.84% [1073800/1251000] [858.4/1000.0] [batch_t 0.448 (0.436)] [data_t 0.015] [optim_t 0.433] [lr 0.000175] [CE 3.721 (3.788)] [KD 1.658 (1.746)] +2024-10-20 16:58:09,632 - Train: 85.84% [1073850/1251000] [858.4/1000.0] [batch_t 0.505 (0.440)] [data_t 0.015] [optim_t 0.490] [lr 0.000175] [CE 4.013 (3.774)] [KD 1.906 (1.747)] +2024-10-20 16:58:31,004 - Train: 85.84% [1073900/1251000] [858.4/1000.0] [batch_t 0.440 (0.427)] [data_t 0.016] [optim_t 0.425] [lr 0.000174] [CE 3.773 (3.838)] [KD 1.686 (1.793)] +2024-10-20 16:58:52,993 - Train: 85.85% [1073950/1251000] [858.5/1000.0] [batch_t 0.500 (0.440)] [data_t 0.015] [optim_t 0.485] [lr 0.000174] [CE 3.945 (3.809)] [KD 1.815 (1.756)] +2024-10-20 16:59:14,536 - Train: 85.85% [1074000/1251000] [858.5/1000.0] [batch_t 0.496 (0.431)] [data_t 0.015] [optim_t 0.481] [lr 0.000174] [CE 3.794 (3.837)] [KD 1.658 (1.769)] +2024-10-20 16:59:36,672 - Train: 85.86% [1074050/1251000] [858.6/1000.0] [batch_t 0.418 (0.443)] [data_t 0.015] [optim_t 0.402] [lr 0.000174] [CE 4.068 (3.735)] [KD 1.810 (1.735)] +2024-10-20 16:59:58,493 - Train: 85.86% [1074100/1251000] [858.6/1000.0] [batch_t 0.459 (0.436)] [data_t 0.015] [optim_t 0.443] [lr 0.000174] [CE 4.034 (3.812)] [KD 1.768 (1.743)] +2024-10-20 17:00:20,556 - Train: 85.86% [1074150/1251000] [858.6/1000.0] [batch_t 0.428 (0.441)] [data_t 0.015] [optim_t 0.412] [lr 0.000174] [CE 3.919 (3.896)] [KD 1.783 (1.810)] +2024-10-20 17:00:42,010 - Train: 85.87% [1074200/1251000] [858.7/1000.0] [batch_t 0.491 (0.429)] [data_t 0.015] [optim_t 0.476] [lr 0.000174] [CE 3.487 (3.802)] [KD 1.657 (1.770)] +2024-10-20 17:01:03,135 - Train: 85.87% [1074250/1251000] [858.7/1000.0] [batch_t 0.382 (0.422)] [data_t 0.015] [optim_t 0.367] [lr 0.000174] [CE 3.630 (3.782)] [KD 1.703 (1.757)] +2024-10-20 17:01:24,948 - Train: 85.88% [1074300/1251000] [858.8/1000.0] [batch_t 0.458 (0.436)] [data_t 0.015] [optim_t 0.442] [lr 0.000174] [CE 4.314 (3.777)] [KD 2.117 (1.755)] +2024-10-20 17:01:46,316 - Train: 85.88% [1074350/1251000] [858.8/1000.0] [batch_t 0.483 (0.427)] [data_t 0.015] [optim_t 0.467] [lr 0.000174] [CE 3.807 (3.761)] [KD 1.803 (1.758)] +2024-10-20 17:02:07,580 - Train: 85.88% [1074400/1251000] [858.8/1000.0] [batch_t 0.500 (0.425)] [data_t 0.016] [optim_t 0.484] [lr 0.000174] [CE 4.165 (3.818)] [KD 1.986 (1.762)] +2024-10-20 17:02:29,415 - Train: 85.89% [1074450/1251000] [858.9/1000.0] [batch_t 0.364 (0.437)] [data_t 0.015] [optim_t 0.349] [lr 0.000174] [CE 3.606 (3.804)] [KD 1.658 (1.780)] +2024-10-20 17:02:51,358 - Train: 85.89% [1074500/1251000] [858.9/1000.0] [batch_t 0.470 (0.439)] [data_t 0.015] [optim_t 0.455] [lr 0.000174] [CE 4.114 (3.775)] [KD 1.906 (1.735)] +2024-10-20 17:03:13,025 - Train: 85.90% [1074550/1251000] [859.0/1000.0] [batch_t 0.413 (0.433)] [data_t 0.015] [optim_t 0.398] [lr 0.000173] [CE 3.741 (3.781)] [KD 1.624 (1.760)] +2024-10-20 17:03:34,575 - Train: 85.90% [1074600/1251000] [859.0/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.000173] [CE 3.732 (3.821)] [KD 1.803 (1.765)] +2024-10-20 17:04:00,895 - Test (net): 100.00% [50/50] [batch_t 0.154 (0.456)] [top1_cnt 41223] [top5_cnt 48095] [top_all 50000] +2024-10-20 17:04:00,896 - net: 82.446 (96.190) +2024-10-20 17:04:23,875 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.451)] [top1_cnt 41575] [top5_cnt 48244] [top_all 50000] +2024-10-20 17:04:23,876 - net_E: 83.150 (96.488) +2024-10-20 17:04:24,092 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.186 (epoch: 855)] +2024-10-20 17:04:24,092 - ==> Total time: 5 days, 17:22:32 Eta: 22:32:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 17:04:46,190 - Train: 85.90% [1074650/1251000] [859.0/1000.0] [batch_t 0.625 (0.501)] [data_t 0.015] [optim_t 0.609] [lr 0.000173] [CE 3.850 (3.805)] [KD 1.788 (1.749)] +2024-10-20 17:05:07,854 - Train: 85.91% [1074700/1251000] [859.1/1000.0] [batch_t 0.454 (0.433)] [data_t 0.015] [optim_t 0.439] [lr 0.000173] [CE 4.184 (3.819)] [KD 2.052 (1.762)] +2024-10-20 17:05:29,943 - Train: 85.91% [1074750/1251000] [859.1/1000.0] [batch_t 0.414 (0.442)] [data_t 0.015] [optim_t 0.398] [lr 0.000173] [CE 3.720 (3.819)] [KD 1.801 (1.800)] +2024-10-20 17:05:51,690 - Train: 85.92% [1074800/1251000] [859.2/1000.0] [batch_t 0.436 (0.435)] [data_t 0.015] [optim_t 0.421] [lr 0.000173] [CE 3.952 (3.765)] [KD 1.920 (1.750)] +2024-10-20 17:06:13,226 - Train: 85.92% [1074850/1251000] [859.2/1000.0] [batch_t 0.434 (0.431)] [data_t 0.015] [optim_t 0.418] [lr 0.000173] [CE 3.671 (3.742)] [KD 1.677 (1.730)] +2024-10-20 17:06:34,981 - Train: 85.92% [1074900/1251000] [859.2/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.348] [lr 0.000173] [CE 3.259 (3.731)] [KD 1.437 (1.729)] +2024-10-20 17:06:56,545 - Train: 85.93% [1074950/1251000] [859.3/1000.0] [batch_t 0.404 (0.431)] [data_t 0.015] [optim_t 0.388] [lr 0.000173] [CE 3.389 (3.738)] [KD 1.542 (1.717)] +2024-10-20 17:07:18,219 - Train: 85.93% [1075000/1251000] [859.3/1000.0] [batch_t 0.411 (0.433)] [data_t 0.015] [optim_t 0.396] [lr 0.000173] [CE 4.152 (3.811)] [KD 1.803 (1.758)] +2024-10-20 17:07:40,263 - Train: 85.94% [1075050/1251000] [859.4/1000.0] [batch_t 0.426 (0.441)] [data_t 0.015] [optim_t 0.411] [lr 0.000173] [CE 3.920 (3.746)] [KD 1.710 (1.731)] +2024-10-20 17:08:02,505 - Train: 85.94% [1075100/1251000] [859.4/1000.0] [batch_t 0.394 (0.445)] [data_t 0.015] [optim_t 0.379] [lr 0.000173] [CE 4.054 (3.764)] [KD 1.814 (1.751)] +2024-10-20 17:08:24,175 - Train: 85.94% [1075150/1251000] [859.4/1000.0] [batch_t 0.436 (0.433)] [data_t 0.015] [optim_t 0.421] [lr 0.000172] [CE 3.465 (3.690)] [KD 1.612 (1.698)] +2024-10-20 17:08:45,475 - Train: 85.95% [1075200/1251000] [859.5/1000.0] [batch_t 0.465 (0.426)] [data_t 0.015] [optim_t 0.450] [lr 0.000172] [CE 3.881 (3.880)] [KD 1.658 (1.801)] +2024-10-20 17:09:07,402 - Train: 85.95% [1075250/1251000] [859.5/1000.0] [batch_t 0.422 (0.438)] [data_t 0.015] [optim_t 0.407] [lr 0.000172] [CE 3.943 (3.812)] [KD 1.792 (1.769)] +2024-10-20 17:09:29,172 - Train: 85.96% [1075300/1251000] [859.6/1000.0] [batch_t 0.460 (0.435)] [data_t 0.015] [optim_t 0.445] [lr 0.000172] [CE 3.679 (3.754)] [KD 1.674 (1.735)] +2024-10-20 17:09:50,743 - Train: 85.96% [1075350/1251000] [859.6/1000.0] [batch_t 0.415 (0.431)] [data_t 0.016] [optim_t 0.400] [lr 0.000172] [CE 4.074 (3.874)] [KD 1.893 (1.796)] +2024-10-20 17:10:12,105 - Train: 85.96% [1075400/1251000] [859.6/1000.0] [batch_t 0.428 (0.427)] [data_t 0.015] [optim_t 0.413] [lr 0.000172] [CE 3.520 (3.761)] [KD 1.661 (1.744)] +2024-10-20 17:10:33,855 - Train: 85.97% [1075450/1251000] [859.7/1000.0] [batch_t 0.453 (0.435)] [data_t 0.015] [optim_t 0.437] [lr 0.000172] [CE 3.551 (3.740)] [KD 1.617 (1.740)] +2024-10-20 17:10:56,001 - Train: 85.97% [1075500/1251000] [859.7/1000.0] [batch_t 0.521 (0.443)] [data_t 0.015] [optim_t 0.505] [lr 0.000172] [CE 3.621 (3.852)] [KD 1.557 (1.784)] +2024-10-20 17:11:16,902 - Train: 85.98% [1075550/1251000] [859.8/1000.0] [batch_t 0.365 (0.418)] [data_t 0.015] [optim_t 0.349] [lr 0.000172] [CE 4.055 (3.752)] [KD 1.838 (1.730)] +2024-10-20 17:11:37,837 - Train: 85.98% [1075600/1251000] [859.8/1000.0] [batch_t 0.491 (0.419)] [data_t 0.015] [optim_t 0.475] [lr 0.000172] [CE 4.104 (3.814)] [KD 1.985 (1.763)] +2024-10-20 17:11:59,227 - Train: 85.98% [1075650/1251000] [859.8/1000.0] [batch_t 0.460 (0.428)] [data_t 0.015] [optim_t 0.445] [lr 0.000172] [CE 3.890 (3.825)] [KD 1.776 (1.774)] +2024-10-20 17:12:22,014 - Train: 85.99% [1075700/1251000] [859.9/1000.0] [batch_t 0.429 (0.456)] [data_t 0.016] [optim_t 0.414] [lr 0.000172] [CE 4.349 (3.782)] [KD 1.970 (1.742)] +2024-10-20 17:12:44,047 - Train: 85.99% [1075750/1251000] [859.9/1000.0] [batch_t 0.424 (0.441)] [data_t 0.015] [optim_t 0.409] [lr 0.000172] [CE 4.029 (3.794)] [KD 1.848 (1.760)] +2024-10-20 17:13:05,130 - Train: 86.00% [1075800/1251000] [860.0/1000.0] [batch_t 0.362 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.000171] [CE 3.535 (3.897)] [KD 1.640 (1.786)] +2024-10-20 17:13:26,240 - Train: 86.00% [1075850/1251000] [860.0/1000.0] [batch_t 0.357 (0.422)] [data_t 0.015] [optim_t 0.342] [lr 0.000171] [CE 3.638 (3.760)] [KD 1.605 (1.728)] +2024-10-20 17:13:51,568 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.431)] [top1_cnt 41143] [top5_cnt 48059] [top_all 50000] +2024-10-20 17:13:51,568 - net: 82.286 (96.118) +2024-10-20 17:14:12,934 - Test (net_E): 100.00% [50/50] [batch_t 0.139 (0.421)] [top1_cnt 41566] [top5_cnt 48245] [top_all 50000] +2024-10-20 17:14:12,934 - net_E: 83.132 (96.490) +2024-10-20 17:14:13,091 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.186 (epoch: 855)] +2024-10-20 17:14:13,091 - ==> Total time: 5 days, 17:32:21 Eta: 22:23:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 17:14:34,398 - Train: 86.00% [1075900/1251000] [860.0/1000.0] [batch_t 0.363 (0.488)] [data_t 0.015] [optim_t 0.347] [lr 0.000171] [CE 3.751 (3.846)] [KD 1.911 (1.777)] +2024-10-20 17:14:55,161 - Train: 86.01% [1075950/1251000] [860.1/1000.0] [batch_t 0.507 (0.415)] [data_t 0.015] [optim_t 0.492] [lr 0.000171] [CE 3.800 (3.759)] [KD 1.834 (1.732)] +2024-10-20 17:15:16,224 - Train: 86.01% [1076000/1251000] [860.1/1000.0] [batch_t 0.456 (0.421)] [data_t 0.015] [optim_t 0.441] [lr 0.000171] [CE 3.947 (3.794)] [KD 1.727 (1.753)] +2024-10-20 17:15:38,213 - Train: 86.02% [1076050/1251000] [860.2/1000.0] [batch_t 0.451 (0.436)] [data_t 0.015] [optim_t 0.436] [lr 0.000171] [CE 3.214 (3.754)] [KD 1.544 (1.747)] +2024-10-20 17:16:00,005 - Train: 86.02% [1076100/1251000] [860.2/1000.0] [batch_t 0.372 (0.436)] [data_t 0.015] [optim_t 0.356] [lr 0.000171] [CE 3.750 (3.847)] [KD 1.596 (1.779)] +2024-10-20 17:16:21,739 - Train: 86.02% [1076150/1251000] [860.2/1000.0] [batch_t 0.467 (0.435)] [data_t 0.015] [optim_t 0.451] [lr 0.000171] [CE 3.454 (3.762)] [KD 1.549 (1.714)] +2024-10-20 17:16:43,268 - Train: 86.03% [1076200/1251000] [860.3/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.000171] [CE 3.550 (3.843)] [KD 1.715 (1.773)] +2024-10-20 17:17:04,809 - Train: 86.03% [1076250/1251000] [860.3/1000.0] [batch_t 0.423 (0.431)] [data_t 0.015] [optim_t 0.408] [lr 0.000171] [CE 3.987 (3.734)] [KD 1.902 (1.715)] +2024-10-20 17:17:26,685 - Train: 86.04% [1076300/1251000] [860.4/1000.0] [batch_t 0.391 (0.437)] [data_t 0.015] [optim_t 0.375] [lr 0.000171] [CE 3.987 (3.742)] [KD 1.814 (1.740)] +2024-10-20 17:17:48,033 - Train: 86.04% [1076350/1251000] [860.4/1000.0] [batch_t 0.478 (0.427)] [data_t 0.016] [optim_t 0.462] [lr 0.000171] [CE 3.913 (3.831)] [KD 1.921 (1.777)] +2024-10-20 17:18:09,784 - Train: 86.04% [1076400/1251000] [860.4/1000.0] [batch_t 0.462 (0.435)] [data_t 0.015] [optim_t 0.447] [lr 0.000170] [CE 3.397 (3.731)] [KD 1.577 (1.706)] +2024-10-20 17:18:31,456 - Train: 86.05% [1076450/1251000] [860.5/1000.0] [batch_t 0.431 (0.433)] [data_t 0.015] [optim_t 0.416] [lr 0.000170] [CE 3.440 (3.816)] [KD 1.560 (1.759)] +2024-10-20 17:18:53,066 - Train: 86.05% [1076500/1251000] [860.5/1000.0] [batch_t 0.429 (0.432)] [data_t 0.015] [optim_t 0.413] [lr 0.000170] [CE 3.831 (3.783)] [KD 1.680 (1.770)] +2024-10-20 17:19:15,193 - Train: 86.06% [1076550/1251000] [860.6/1000.0] [batch_t 0.410 (0.442)] [data_t 0.015] [optim_t 0.394] [lr 0.000170] [CE 3.553 (3.806)] [KD 1.696 (1.759)] +2024-10-20 17:19:36,541 - Train: 86.06% [1076600/1251000] [860.6/1000.0] [batch_t 0.399 (0.427)] [data_t 0.016] [optim_t 0.383] [lr 0.000170] [CE 3.579 (3.837)] [KD 1.671 (1.767)] +2024-10-20 17:19:58,798 - Train: 86.06% [1076650/1251000] [860.6/1000.0] [batch_t 0.491 (0.445)] [data_t 0.015] [optim_t 0.476] [lr 0.000170] [CE 4.079 (3.742)] [KD 1.916 (1.723)] +2024-10-20 17:20:20,340 - Train: 86.07% [1076700/1251000] [860.7/1000.0] [batch_t 0.366 (0.431)] [data_t 0.015] [optim_t 0.351] [lr 0.000170] [CE 4.356 (3.806)] [KD 1.946 (1.747)] +2024-10-20 17:20:42,065 - Train: 86.07% [1076750/1251000] [860.7/1000.0] [batch_t 0.445 (0.434)] [data_t 0.015] [optim_t 0.429] [lr 0.000170] [CE 3.901 (3.745)] [KD 1.858 (1.744)] +2024-10-20 17:21:03,730 - Train: 86.08% [1076800/1251000] [860.8/1000.0] [batch_t 0.495 (0.433)] [data_t 0.153] [optim_t 0.342] [lr 0.000170] [CE 3.813 (3.756)] [KD 1.767 (1.746)] +2024-10-20 17:21:25,449 - Train: 86.08% [1076850/1251000] [860.8/1000.0] [batch_t 0.549 (0.434)] [data_t 0.205] [optim_t 0.344] [lr 0.000170] [CE 3.284 (3.849)] [KD 1.574 (1.793)] +2024-10-20 17:21:47,790 - Train: 86.08% [1076900/1251000] [860.8/1000.0] [batch_t 0.521 (0.447)] [data_t 0.090] [optim_t 0.431] [lr 0.000170] [CE 3.219 (3.809)] [KD 1.406 (1.732)] +2024-10-20 17:22:08,978 - Train: 86.09% [1076950/1251000] [860.9/1000.0] [batch_t 0.474 (0.424)] [data_t 0.129] [optim_t 0.345] [lr 0.000170] [CE 3.617 (3.814)] [KD 1.574 (1.770)] +2024-10-20 17:22:29,936 - Train: 86.09% [1077000/1251000] [860.9/1000.0] [batch_t 0.362 (0.419)] [data_t 0.015] [optim_t 0.347] [lr 0.000170] [CE 3.717 (3.794)] [KD 1.787 (1.761)] +2024-10-20 17:22:52,012 - Train: 86.10% [1077050/1251000] [861.0/1000.0] [batch_t 0.392 (0.441)] [data_t 0.049] [optim_t 0.343] [lr 0.000169] [CE 3.476 (3.842)] [KD 1.559 (1.773)] +2024-10-20 17:23:13,806 - Train: 86.10% [1077100/1251000] [861.0/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.346] [lr 0.000169] [CE 3.546 (3.787)] [KD 1.671 (1.751)] +2024-10-20 17:23:39,608 - Test (net): 100.00% [50/50] [batch_t 0.134 (0.432)] [top1_cnt 41137] [top5_cnt 48081] [top_all 50000] +2024-10-20 17:23:39,608 - net: 82.274 (96.162) +2024-10-20 17:24:01,258 - Test (net_E): 100.00% [50/50] [batch_t 0.151 (0.425)] [top1_cnt 41593] [top5_cnt 48246] [top_all 50000] +2024-10-20 17:24:01,258 - net_E: 83.186 (96.492) +2024-10-20 17:24:01,433 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.186 (epoch: 855)] +2024-10-20 17:24:01,433 - ==> Total time: 5 days, 17:42:10 Eta: 22:13:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 17:24:25,884 - Train: 86.10% [1077150/1251000] [861.0/1000.0] [batch_t 0.965 (0.458)] [data_t 0.624] [optim_t 0.342] [lr 0.000169] [CE 3.788 (3.727)] [KD 1.746 (1.707)] +2024-10-20 17:24:47,469 - Train: 86.11% [1077200/1251000] [861.1/1000.0] [batch_t 0.364 (0.432)] [data_t 0.015] [optim_t 0.348] [lr 0.000169] [CE 4.025 (3.754)] [KD 1.817 (1.727)] +2024-10-20 17:25:08,140 - Train: 86.11% [1077250/1251000] [861.1/1000.0] [batch_t 0.444 (0.413)] [data_t 0.015] [optim_t 0.428] [lr 0.000169] [CE 4.316 (3.765)] [KD 2.084 (1.729)] +2024-10-20 17:25:30,367 - Train: 86.12% [1077300/1251000] [861.2/1000.0] [batch_t 0.446 (0.444)] [data_t 0.015] [optim_t 0.431] [lr 0.000169] [CE 4.020 (3.758)] [KD 1.829 (1.731)] +2024-10-20 17:25:52,135 - Train: 86.12% [1077350/1251000] [861.2/1000.0] [batch_t 0.456 (0.435)] [data_t 0.015] [optim_t 0.440] [lr 0.000169] [CE 3.963 (3.850)] [KD 1.727 (1.776)] +2024-10-20 17:26:13,866 - Train: 86.12% [1077400/1251000] [861.2/1000.0] [batch_t 0.365 (0.435)] [data_t 0.015] [optim_t 0.350] [lr 0.000169] [CE 3.549 (3.726)] [KD 1.730 (1.721)] +2024-10-20 17:26:34,861 - Train: 86.13% [1077450/1251000] [861.3/1000.0] [batch_t 0.368 (0.420)] [data_t 0.015] [optim_t 0.352] [lr 0.000169] [CE 3.482 (3.755)] [KD 1.455 (1.737)] +2024-10-20 17:26:54,955 - Train: 86.13% [1077500/1251000] [861.3/1000.0] [batch_t 0.397 (0.402)] [data_t 0.015] [optim_t 0.382] [lr 0.000169] [CE 4.160 (3.829)] [KD 1.889 (1.764)] +2024-10-20 17:27:15,640 - Train: 86.14% [1077550/1251000] [861.4/1000.0] [batch_t 0.411 (0.414)] [data_t 0.015] [optim_t 0.396] [lr 0.000169] [CE 3.975 (3.873)] [KD 1.643 (1.795)] +2024-10-20 17:27:36,805 - Train: 86.14% [1077600/1251000] [861.4/1000.0] [batch_t 0.514 (0.423)] [data_t 0.015] [optim_t 0.498] [lr 0.000169] [CE 3.992 (3.807)] [KD 1.891 (1.752)] +2024-10-20 17:27:57,903 - Train: 86.14% [1077650/1251000] [861.4/1000.0] [batch_t 0.386 (0.422)] [data_t 0.016] [optim_t 0.370] [lr 0.000169] [CE 3.591 (3.731)] [KD 1.727 (1.706)] +2024-10-20 17:28:18,632 - Train: 86.15% [1077700/1251000] [861.5/1000.0] [batch_t 0.405 (0.414)] [data_t 0.015] [optim_t 0.389] [lr 0.000168] [CE 4.128 (3.818)] [KD 1.883 (1.749)] +2024-10-20 17:28:39,639 - Train: 86.15% [1077750/1251000] [861.5/1000.0] [batch_t 0.431 (0.420)] [data_t 0.015] [optim_t 0.415] [lr 0.000168] [CE 3.951 (3.771)] [KD 1.807 (1.752)] +2024-10-20 17:29:00,535 - Train: 86.16% [1077800/1251000] [861.6/1000.0] [batch_t 0.361 (0.418)] [data_t 0.015] [optim_t 0.345] [lr 0.000168] [CE 3.748 (3.741)] [KD 1.880 (1.723)] +2024-10-20 17:29:21,993 - Train: 86.16% [1077850/1251000] [861.6/1000.0] [batch_t 0.494 (0.429)] [data_t 0.015] [optim_t 0.479] [lr 0.000168] [CE 3.415 (3.794)] [KD 1.620 (1.749)] +2024-10-20 17:29:43,828 - Train: 86.16% [1077900/1251000] [861.6/1000.0] [batch_t 0.455 (0.437)] [data_t 0.015] [optim_t 0.440] [lr 0.000168] [CE 3.571 (3.792)] [KD 1.631 (1.763)] +2024-10-20 17:30:05,112 - Train: 86.17% [1077950/1251000] [861.7/1000.0] [batch_t 0.441 (0.426)] [data_t 0.015] [optim_t 0.425] [lr 0.000168] [CE 3.956 (3.797)] [KD 1.769 (1.763)] +2024-10-20 17:30:26,482 - Train: 86.17% [1078000/1251000] [861.7/1000.0] [batch_t 0.408 (0.427)] [data_t 0.016] [optim_t 0.392] [lr 0.000168] [CE 3.585 (3.825)] [KD 1.590 (1.765)] +2024-10-20 17:30:48,046 - Train: 86.18% [1078050/1251000] [861.8/1000.0] [batch_t 0.363 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.000168] [CE 4.179 (3.737)] [KD 1.837 (1.730)] +2024-10-20 17:31:09,742 - Train: 86.18% [1078100/1251000] [861.8/1000.0] [batch_t 0.466 (0.434)] [data_t 0.015] [optim_t 0.451] [lr 0.000168] [CE 3.749 (3.798)] [KD 1.654 (1.751)] +2024-10-20 17:31:31,171 - Train: 86.18% [1078150/1251000] [861.8/1000.0] [batch_t 0.485 (0.428)] [data_t 0.015] [optim_t 0.470] [lr 0.000168] [CE 3.657 (3.758)] [KD 1.646 (1.739)] +2024-10-20 17:31:52,656 - Train: 86.19% [1078200/1251000] [861.9/1000.0] [batch_t 0.501 (0.430)] [data_t 0.016] [optim_t 0.485] [lr 0.000168] [CE 4.196 (3.706)] [KD 1.868 (1.715)] +2024-10-20 17:32:13,981 - Train: 86.19% [1078250/1251000] [861.9/1000.0] [batch_t 0.477 (0.426)] [data_t 0.016] [optim_t 0.462] [lr 0.000168] [CE 3.855 (3.793)] [KD 1.854 (1.761)] +2024-10-20 17:32:35,380 - Train: 86.20% [1078300/1251000] [862.0/1000.0] [batch_t 0.447 (0.428)] [data_t 0.015] [optim_t 0.432] [lr 0.000167] [CE 3.828 (3.777)] [KD 1.856 (1.736)] +2024-10-20 17:32:57,142 - Train: 86.20% [1078350/1251000] [862.0/1000.0] [batch_t 0.422 (0.435)] [data_t 0.015] [optim_t 0.407] [lr 0.000167] [CE 3.791 (3.821)] [KD 1.647 (1.763)] +2024-10-20 17:33:23,215 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41204] [top5_cnt 48097] [top_all 50000] +2024-10-20 17:33:23,216 - net: 82.408 (96.194) +2024-10-20 17:33:44,541 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 41609] [top5_cnt 48247] [top_all 50000] +2024-10-20 17:33:44,542 - net_E: 83.218 (96.494) +2024-10-20 17:33:44,711 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.218 (epoch: 862)] +2024-10-20 17:33:44,711 - ==> Total time: 5 days, 17:51:53 Eta: 22:04:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 17:34:06,995 - Train: 86.20% [1078400/1251000] [862.0/1000.0] [batch_t 0.364 (0.447)] [data_t 0.015] [optim_t 0.349] [lr 0.000167] [CE 4.030 (3.762)] [KD 1.943 (1.745)] +2024-10-20 17:34:28,309 - Train: 86.21% [1078450/1251000] [862.1/1000.0] [batch_t 0.493 (0.426)] [data_t 0.015] [optim_t 0.477] [lr 0.000167] [CE 3.727 (3.800)] [KD 1.572 (1.753)] +2024-10-20 17:34:49,565 - Train: 86.21% [1078500/1251000] [862.1/1000.0] [batch_t 0.380 (0.425)] [data_t 0.016] [optim_t 0.365] [lr 0.000167] [CE 3.184 (3.763)] [KD 1.511 (1.729)] +2024-10-20 17:35:11,280 - Train: 86.22% [1078550/1251000] [862.2/1000.0] [batch_t 0.401 (0.434)] [data_t 0.056] [optim_t 0.346] [lr 0.000167] [CE 3.836 (3.797)] [KD 1.747 (1.739)] +2024-10-20 17:35:32,738 - Train: 86.22% [1078600/1251000] [862.2/1000.0] [batch_t 0.364 (0.429)] [data_t 0.015] [optim_t 0.348] [lr 0.000167] [CE 4.025 (3.733)] [KD 1.813 (1.705)] +2024-10-20 17:35:54,167 - Train: 86.22% [1078650/1251000] [862.2/1000.0] [batch_t 0.493 (0.428)] [data_t 0.015] [optim_t 0.478] [lr 0.000167] [CE 4.105 (3.888)] [KD 1.908 (1.795)] +2024-10-20 17:36:15,483 - Train: 86.23% [1078700/1251000] [862.3/1000.0] [batch_t 0.443 (0.426)] [data_t 0.016] [optim_t 0.428] [lr 0.000167] [CE 3.917 (3.785)] [KD 1.765 (1.752)] +2024-10-20 17:36:36,087 - Train: 86.23% [1078750/1251000] [862.3/1000.0] [batch_t 0.392 (0.412)] [data_t 0.016] [optim_t 0.376] [lr 0.000167] [CE 3.635 (3.769)] [KD 1.637 (1.741)] +2024-10-20 17:36:56,829 - Train: 86.24% [1078800/1251000] [862.4/1000.0] [batch_t 0.411 (0.415)] [data_t 0.016] [optim_t 0.395] [lr 0.000167] [CE 3.463 (3.793)] [KD 1.620 (1.745)] +2024-10-20 17:37:17,757 - Train: 86.24% [1078850/1251000] [862.4/1000.0] [batch_t 0.388 (0.418)] [data_t 0.016] [optim_t 0.372] [lr 0.000167] [CE 3.569 (3.767)] [KD 1.524 (1.730)] +2024-10-20 17:37:38,912 - Train: 86.24% [1078900/1251000] [862.4/1000.0] [batch_t 0.409 (0.423)] [data_t 0.016] [optim_t 0.393] [lr 0.000167] [CE 3.565 (3.791)] [KD 1.532 (1.753)] +2024-10-20 17:38:00,435 - Train: 86.25% [1078950/1251000] [862.5/1000.0] [batch_t 0.404 (0.430)] [data_t 0.015] [optim_t 0.389] [lr 0.000166] [CE 3.480 (3.785)] [KD 1.617 (1.738)] +2024-10-20 17:38:22,316 - Train: 86.25% [1079000/1251000] [862.5/1000.0] [batch_t 0.401 (0.438)] [data_t 0.015] [optim_t 0.386] [lr 0.000166] [CE 2.972 (3.883)] [KD 1.417 (1.802)] +2024-10-20 17:38:43,683 - Train: 86.25% [1079050/1251000] [862.5/1000.0] [batch_t 0.463 (0.427)] [data_t 0.015] [optim_t 0.447] [lr 0.000166] [CE 3.564 (3.806)] [KD 1.695 (1.740)] +2024-10-20 17:39:05,341 - Train: 86.26% [1079100/1251000] [862.6/1000.0] [batch_t 0.465 (0.433)] [data_t 0.016] [optim_t 0.450] [lr 0.000166] [CE 3.808 (3.752)] [KD 1.713 (1.718)] +2024-10-20 17:39:27,199 - Train: 86.26% [1079150/1251000] [862.6/1000.0] [batch_t 0.846 (0.437)] [data_t 0.015] [optim_t 0.831] [lr 0.000166] [CE 3.746 (3.796)] [KD 1.671 (1.757)] +2024-10-20 17:39:48,096 - Train: 86.27% [1079200/1251000] [862.7/1000.0] [batch_t 0.409 (0.418)] [data_t 0.016] [optim_t 0.394] [lr 0.000166] [CE 3.616 (3.844)] [KD 1.673 (1.769)] +2024-10-20 17:40:09,630 - Train: 86.27% [1079250/1251000] [862.7/1000.0] [batch_t 0.481 (0.431)] [data_t 0.015] [optim_t 0.466] [lr 0.000166] [CE 4.037 (3.779)] [KD 1.730 (1.728)] +2024-10-20 17:40:31,540 - Train: 86.27% [1079300/1251000] [862.7/1000.0] [batch_t 0.479 (0.438)] [data_t 0.015] [optim_t 0.464] [lr 0.000166] [CE 3.999 (3.762)] [KD 1.784 (1.731)] +2024-10-20 17:40:53,361 - Train: 86.28% [1079350/1251000] [862.8/1000.0] [batch_t 0.407 (0.436)] [data_t 0.015] [optim_t 0.392] [lr 0.000166] [CE 3.240 (3.806)] [KD 1.604 (1.748)] +2024-10-20 17:41:15,144 - Train: 86.28% [1079400/1251000] [862.8/1000.0] [batch_t 0.449 (0.436)] [data_t 0.015] [optim_t 0.434] [lr 0.000166] [CE 3.856 (3.749)] [KD 1.797 (1.720)] +2024-10-20 17:41:37,470 - Train: 86.29% [1079450/1251000] [862.9/1000.0] [batch_t 0.461 (0.446)] [data_t 0.016] [optim_t 0.445] [lr 0.000166] [CE 4.011 (3.828)] [KD 1.897 (1.783)] +2024-10-20 17:41:59,198 - Train: 86.29% [1079500/1251000] [862.9/1000.0] [batch_t 0.446 (0.434)] [data_t 0.016] [optim_t 0.430] [lr 0.000166] [CE 3.758 (3.850)] [KD 1.845 (1.769)] +2024-10-20 17:42:20,929 - Train: 86.29% [1079550/1251000] [862.9/1000.0] [batch_t 0.402 (0.435)] [data_t 0.015] [optim_t 0.387] [lr 0.000166] [CE 3.718 (3.823)] [KD 1.624 (1.762)] +2024-10-20 17:42:42,429 - Train: 86.30% [1079600/1251000] [863.0/1000.0] [batch_t 0.411 (0.430)] [data_t 0.015] [optim_t 0.396] [lr 0.000165] [CE 3.666 (3.835)] [KD 1.689 (1.770)] +2024-10-20 17:43:08,739 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41158] [top5_cnt 48074] [top_all 50000] +2024-10-20 17:43:08,740 - net: 82.316 (96.148) +2024-10-20 17:43:30,641 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.428)] [top1_cnt 41599] [top5_cnt 48253] [top_all 50000] +2024-10-20 17:43:30,641 - net_E: 83.198 (96.506) +2024-10-20 17:43:30,819 - Max [top1: 82.492 (epoch: 850)] [top1-ema: 83.218 (epoch: 862)] +2024-10-20 17:43:30,819 - ==> Total time: 5 days, 18:01:39 Eta: 21:54:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 17:43:51,315 - Train: 86.30% [1079650/1251000] [863.0/1000.0] [batch_t 0.364 (0.509)] [data_t 0.015] [optim_t 0.349] [lr 0.000165] [CE 3.905 (3.679)] [KD 1.675 (1.663)] +2024-10-20 17:44:14,033 - Train: 86.31% [1079700/1251000] [863.1/1000.0] [batch_t 0.367 (0.454)] [data_t 0.015] [optim_t 0.351] [lr 0.000165] [CE 3.161 (3.836)] [KD 1.628 (1.756)] +2024-10-20 17:44:35,965 - Train: 86.31% [1079750/1251000] [863.1/1000.0] [batch_t 0.460 (0.439)] [data_t 0.015] [optim_t 0.445] [lr 0.000165] [CE 3.972 (3.836)] [KD 1.783 (1.763)] +2024-10-20 17:44:58,276 - Train: 86.31% [1079800/1251000] [863.1/1000.0] [batch_t 0.400 (0.446)] [data_t 0.015] [optim_t 0.384] [lr 0.000165] [CE 3.626 (3.789)] [KD 1.543 (1.737)] +2024-10-20 17:45:20,453 - Train: 86.32% [1079850/1251000] [863.2/1000.0] [batch_t 0.458 (0.443)] [data_t 0.015] [optim_t 0.442] [lr 0.000165] [CE 3.812 (3.822)] [KD 1.717 (1.759)] +2024-10-20 17:45:43,151 - Train: 86.32% [1079900/1251000] [863.2/1000.0] [batch_t 0.539 (0.454)] [data_t 0.015] [optim_t 0.524] [lr 0.000165] [CE 3.953 (3.736)] [KD 1.679 (1.709)] +2024-10-20 17:46:06,006 - Train: 86.33% [1079950/1251000] [863.3/1000.0] [batch_t 0.473 (0.457)] [data_t 0.015] [optim_t 0.457] [lr 0.000165] [CE 3.611 (3.692)] [KD 1.618 (1.692)] +2024-10-20 17:46:28,229 - Train: 86.33% [1080000/1251000] [863.3/1000.0] [batch_t 0.491 (0.444)] [data_t 0.015] [optim_t 0.475] [lr 0.000165] [CE 3.654 (3.779)] [KD 1.793 (1.742)] +2024-10-20 17:46:49,838 - Train: 86.33% [1080050/1251000] [863.3/1000.0] [batch_t 0.452 (0.432)] [data_t 0.015] [optim_t 0.437] [lr 0.000165] [CE 4.147 (3.874)] [KD 1.915 (1.783)] +2024-10-20 17:47:12,644 - Train: 86.34% [1080100/1251000] [863.4/1000.0] [batch_t 0.378 (0.456)] [data_t 0.015] [optim_t 0.362] [lr 0.000165] [CE 3.727 (3.747)] [KD 1.700 (1.724)] +2024-10-20 17:47:34,744 - Train: 86.34% [1080150/1251000] [863.4/1000.0] [batch_t 0.486 (0.442)] [data_t 0.015] [optim_t 0.470] [lr 0.000165] [CE 4.193 (3.785)] [KD 1.996 (1.723)] +2024-10-20 17:47:56,768 - Train: 86.35% [1080200/1251000] [863.5/1000.0] [batch_t 0.402 (0.440)] [data_t 0.015] [optim_t 0.386] [lr 0.000165] [CE 4.178 (3.810)] [KD 1.862 (1.750)] +2024-10-20 17:48:18,558 - Train: 86.35% [1080250/1251000] [863.5/1000.0] [batch_t 0.475 (0.436)] [data_t 0.015] [optim_t 0.460] [lr 0.000164] [CE 4.367 (3.789)] [KD 2.038 (1.736)] +2024-10-20 17:48:40,184 - Train: 86.35% [1080300/1251000] [863.5/1000.0] [batch_t 0.406 (0.432)] [data_t 0.015] [optim_t 0.391] [lr 0.000164] [CE 4.061 (3.791)] [KD 1.801 (1.739)] +2024-10-20 17:49:01,821 - Train: 86.36% [1080350/1251000] [863.6/1000.0] [batch_t 0.411 (0.433)] [data_t 0.015] [optim_t 0.395] [lr 0.000164] [CE 3.360 (3.795)] [KD 1.549 (1.739)] +2024-10-20 17:49:23,565 - Train: 86.36% [1080400/1251000] [863.6/1000.0] [batch_t 0.433 (0.435)] [data_t 0.016] [optim_t 0.417] [lr 0.000164] [CE 3.980 (3.733)] [KD 1.894 (1.712)] +2024-10-20 17:49:44,919 - Train: 86.37% [1080450/1251000] [863.7/1000.0] [batch_t 0.416 (0.427)] [data_t 0.016] [optim_t 0.401] [lr 0.000164] [CE 3.566 (3.783)] [KD 1.585 (1.757)] +2024-10-20 17:50:06,549 - Train: 86.37% [1080500/1251000] [863.7/1000.0] [batch_t 0.512 (0.432)] [data_t 0.015] [optim_t 0.496] [lr 0.000164] [CE 3.928 (3.819)] [KD 1.778 (1.750)] +2024-10-20 17:50:28,282 - Train: 86.37% [1080550/1251000] [863.7/1000.0] [batch_t 0.409 (0.435)] [data_t 0.015] [optim_t 0.394] [lr 0.000164] [CE 3.647 (3.792)] [KD 1.530 (1.737)] +2024-10-20 17:50:49,781 - Train: 86.38% [1080600/1251000] [863.8/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.000164] [CE 3.865 (3.759)] [KD 1.749 (1.725)] +2024-10-20 17:51:11,317 - Train: 86.38% [1080650/1251000] [863.8/1000.0] [batch_t 0.459 (0.431)] [data_t 0.015] [optim_t 0.444] [lr 0.000164] [CE 3.765 (3.779)] [KD 1.739 (1.733)] +2024-10-20 17:51:33,065 - Train: 86.39% [1080700/1251000] [863.9/1000.0] [batch_t 0.396 (0.435)] [data_t 0.015] [optim_t 0.381] [lr 0.000164] [CE 4.292 (3.741)] [KD 2.032 (1.724)] +2024-10-20 17:51:54,856 - Train: 86.39% [1080750/1251000] [863.9/1000.0] [batch_t 0.414 (0.436)] [data_t 0.015] [optim_t 0.399] [lr 0.000164] [CE 3.175 (3.785)] [KD 1.435 (1.742)] +2024-10-20 17:52:17,019 - Train: 86.39% [1080800/1251000] [863.9/1000.0] [batch_t 0.432 (0.443)] [data_t 0.015] [optim_t 0.416] [lr 0.000164] [CE 4.073 (3.729)] [KD 1.918 (1.707)] +2024-10-20 17:52:38,886 - Train: 86.40% [1080850/1251000] [864.0/1000.0] [batch_t 0.404 (0.437)] [data_t 0.015] [optim_t 0.389] [lr 0.000164] [CE 3.740 (3.764)] [KD 1.788 (1.727)] +2024-10-20 17:53:06,214 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.440)] [top1_cnt 41248] [top5_cnt 48148] [top_all 50000] +2024-10-20 17:53:06,214 - net: 82.496 (96.296) +2024-10-20 17:53:28,529 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 41581] [top5_cnt 48255] [top_all 50000] +2024-10-20 17:53:28,529 - net_E: 83.162 (96.510) +2024-10-20 17:53:28,727 - Max [top1: 82.496 (epoch: 864)] [top1-ema: 83.218 (epoch: 862)] +2024-10-20 17:53:28,727 - ==> Total time: 5 days, 18:11:37 Eta: 21:45:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 17:53:50,174 - Train: 86.40% [1080900/1251000] [864.0/1000.0] [batch_t 0.361 (0.467)] [data_t 0.015] [optim_t 0.345] [lr 0.000163] [CE 3.502 (3.754)] [KD 1.645 (1.724)] +2024-10-20 17:54:11,712 - Train: 86.41% [1080950/1251000] [864.1/1000.0] [batch_t 0.415 (0.431)] [data_t 0.015] [optim_t 0.399] [lr 0.000163] [CE 3.874 (3.753)] [KD 1.909 (1.712)] +2024-10-20 17:54:33,850 - Train: 86.41% [1081000/1251000] [864.1/1000.0] [batch_t 0.469 (0.443)] [data_t 0.015] [optim_t 0.453] [lr 0.000163] [CE 3.929 (3.700)] [KD 1.784 (1.680)] +2024-10-20 17:54:56,096 - Train: 86.41% [1081050/1251000] [864.1/1000.0] [batch_t 0.421 (0.445)] [data_t 0.016] [optim_t 0.406] [lr 0.000163] [CE 3.597 (3.795)] [KD 1.632 (1.733)] +2024-10-20 17:55:18,305 - Train: 86.42% [1081100/1251000] [864.2/1000.0] [batch_t 0.398 (0.444)] [data_t 0.015] [optim_t 0.383] [lr 0.000163] [CE 3.843 (3.786)] [KD 1.763 (1.737)] +2024-10-20 17:55:41,432 - Train: 86.42% [1081150/1251000] [864.2/1000.0] [batch_t 0.414 (0.462)] [data_t 0.015] [optim_t 0.398] [lr 0.000163] [CE 3.692 (3.795)] [KD 1.632 (1.738)] +2024-10-20 17:56:03,539 - Train: 86.43% [1081200/1251000] [864.3/1000.0] [batch_t 0.470 (0.442)] [data_t 0.015] [optim_t 0.454] [lr 0.000163] [CE 3.956 (3.824)] [KD 1.724 (1.753)] +2024-10-20 17:56:25,784 - Train: 86.43% [1081250/1251000] [864.3/1000.0] [batch_t 0.475 (0.445)] [data_t 0.016] [optim_t 0.459] [lr 0.000163] [CE 3.780 (3.857)] [KD 1.690 (1.778)] +2024-10-20 17:56:49,591 - Train: 86.43% [1081300/1251000] [864.3/1000.0] [batch_t 0.454 (0.476)] [data_t 0.015] [optim_t 0.439] [lr 0.000163] [CE 4.306 (3.834)] [KD 1.932 (1.776)] +2024-10-20 17:57:11,961 - Train: 86.44% [1081350/1251000] [864.4/1000.0] [batch_t 0.482 (0.447)] [data_t 0.140] [optim_t 0.342] [lr 0.000163] [CE 3.757 (3.757)] [KD 1.717 (1.732)] +2024-10-20 17:57:33,897 - Train: 86.44% [1081400/1251000] [864.4/1000.0] [batch_t 0.419 (0.439)] [data_t 0.075] [optim_t 0.344] [lr 0.000163] [CE 3.988 (3.805)] [KD 1.808 (1.755)] +2024-10-20 17:57:55,916 - Train: 86.45% [1081450/1251000] [864.5/1000.0] [batch_t 0.444 (0.440)] [data_t 0.100] [optim_t 0.344] [lr 0.000163] [CE 3.538 (3.778)] [KD 1.560 (1.720)] +2024-10-20 17:58:17,098 - Train: 86.45% [1081500/1251000] [864.5/1000.0] [batch_t 0.413 (0.424)] [data_t 0.067] [optim_t 0.346] [lr 0.000163] [CE 3.243 (3.727)] [KD 1.423 (1.685)] +2024-10-20 17:58:37,938 - Train: 86.45% [1081550/1251000] [864.5/1000.0] [batch_t 0.452 (0.417)] [data_t 0.107] [optim_t 0.346] [lr 0.000162] [CE 3.482 (3.793)] [KD 1.525 (1.739)] +2024-10-20 17:58:59,142 - Train: 86.46% [1081600/1251000] [864.6/1000.0] [batch_t 0.445 (0.424)] [data_t 0.015] [optim_t 0.430] [lr 0.000162] [CE 3.967 (3.782)] [KD 1.783 (1.727)] +2024-10-20 17:59:21,010 - Train: 86.46% [1081650/1251000] [864.6/1000.0] [batch_t 0.424 (0.437)] [data_t 0.016] [optim_t 0.408] [lr 0.000162] [CE 3.785 (3.733)] [KD 1.796 (1.714)] +2024-10-20 17:59:42,520 - Train: 86.47% [1081700/1251000] [864.7/1000.0] [batch_t 0.362 (0.430)] [data_t 0.016] [optim_t 0.347] [lr 0.000162] [CE 3.825 (3.743)] [KD 1.726 (1.734)] +2024-10-20 18:00:03,856 - Train: 86.47% [1081750/1251000] [864.7/1000.0] [batch_t 0.362 (0.427)] [data_t 0.015] [optim_t 0.347] [lr 0.000162] [CE 4.250 (3.867)] [KD 1.995 (1.796)] +2024-10-20 18:00:25,751 - Train: 86.47% [1081800/1251000] [864.7/1000.0] [batch_t 0.453 (0.438)] [data_t 0.016] [optim_t 0.437] [lr 0.000162] [CE 3.956 (3.769)] [KD 1.869 (1.709)] +2024-10-20 18:00:47,304 - Train: 86.48% [1081850/1251000] [864.8/1000.0] [batch_t 0.431 (0.431)] [data_t 0.016] [optim_t 0.416] [lr 0.000162] [CE 3.812 (3.829)] [KD 1.702 (1.750)] +2024-10-20 18:01:09,067 - Train: 86.48% [1081900/1251000] [864.8/1000.0] [batch_t 0.368 (0.435)] [data_t 0.016] [optim_t 0.352] [lr 0.000162] [CE 3.938 (3.827)] [KD 1.750 (1.767)] +2024-10-20 18:01:31,011 - Train: 86.49% [1081950/1251000] [864.9/1000.0] [batch_t 0.375 (0.439)] [data_t 0.016] [optim_t 0.360] [lr 0.000162] [CE 3.772 (3.824)] [KD 1.814 (1.754)] +2024-10-20 18:01:52,586 - Train: 86.49% [1082000/1251000] [864.9/1000.0] [batch_t 0.454 (0.431)] [data_t 0.015] [optim_t 0.438] [lr 0.000162] [CE 4.044 (3.843)] [KD 1.756 (1.784)] +2024-10-20 18:02:14,501 - Train: 86.49% [1082050/1251000] [864.9/1000.0] [batch_t 0.511 (0.438)] [data_t 0.016] [optim_t 0.495] [lr 0.000162] [CE 3.910 (3.822)] [KD 1.673 (1.761)] +2024-10-20 18:02:36,432 - Train: 86.50% [1082100/1251000] [865.0/1000.0] [batch_t 0.660 (0.438)] [data_t 0.080] [optim_t 0.580] [lr 0.000162] [CE 3.366 (3.761)] [KD 1.404 (1.721)] +2024-10-20 18:03:04,035 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 41188] [top5_cnt 48122] [top_all 50000] +2024-10-20 18:03:04,036 - net: 82.376 (96.244) +2024-10-20 18:03:25,284 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 41594] [top5_cnt 48260] [top_all 50000] +2024-10-20 18:03:25,285 - net_E: 83.188 (96.520) +2024-10-20 18:03:25,452 - Max [top1: 82.496 (epoch: 864)] [top1-ema: 83.218 (epoch: 862)] +2024-10-20 18:03:25,452 - ==> Total time: 5 days, 18:21:34 Eta: 21:35:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 18:03:44,914 - Train: 86.50% [1082150/1251000] [865.0/1000.0] [batch_t 0.362 (0.518)] [data_t 0.015] [optim_t 0.347] [lr 0.000162] [CE 3.968 (3.855)] [KD 1.735 (1.766)] +2024-10-20 18:04:06,826 - Train: 86.51% [1082200/1251000] [865.1/1000.0] [batch_t 0.412 (0.438)] [data_t 0.015] [optim_t 0.396] [lr 0.000161] [CE 3.858 (3.728)] [KD 1.825 (1.691)] +2024-10-20 18:04:29,235 - Train: 86.51% [1082250/1251000] [865.1/1000.0] [batch_t 0.363 (0.448)] [data_t 0.015] [optim_t 0.348] [lr 0.000161] [CE 3.337 (3.796)] [KD 1.465 (1.721)] +2024-10-20 18:04:50,668 - Train: 86.51% [1082300/1251000] [865.1/1000.0] [batch_t 0.435 (0.429)] [data_t 0.016] [optim_t 0.419] [lr 0.000161] [CE 3.895 (3.816)] [KD 1.874 (1.757)] +2024-10-20 18:05:12,370 - Train: 86.52% [1082350/1251000] [865.2/1000.0] [batch_t 0.441 (0.434)] [data_t 0.015] [optim_t 0.425] [lr 0.000161] [CE 3.344 (3.814)] [KD 1.589 (1.761)] +2024-10-20 18:05:33,403 - Train: 86.52% [1082400/1251000] [865.2/1000.0] [batch_t 0.427 (0.421)] [data_t 0.015] [optim_t 0.412] [lr 0.000161] [CE 3.929 (3.834)] [KD 1.779 (1.757)] +2024-10-20 18:05:55,162 - Train: 86.53% [1082450/1251000] [865.3/1000.0] [batch_t 0.420 (0.435)] [data_t 0.016] [optim_t 0.405] [lr 0.000161] [CE 3.484 (3.747)] [KD 1.664 (1.698)] +2024-10-20 18:06:17,285 - Train: 86.53% [1082500/1251000] [865.3/1000.0] [batch_t 0.428 (0.442)] [data_t 0.016] [optim_t 0.412] [lr 0.000161] [CE 3.974 (3.796)] [KD 1.855 (1.749)] +2024-10-20 18:06:39,662 - Train: 86.53% [1082550/1251000] [865.3/1000.0] [batch_t 0.430 (0.447)] [data_t 0.015] [optim_t 0.414] [lr 0.000161] [CE 3.838 (3.825)] [KD 1.769 (1.776)] +2024-10-20 18:07:01,280 - Train: 86.54% [1082600/1251000] [865.4/1000.0] [batch_t 0.415 (0.432)] [data_t 0.016] [optim_t 0.399] [lr 0.000161] [CE 3.341 (3.796)] [KD 1.561 (1.749)] +2024-10-20 18:07:22,962 - Train: 86.54% [1082650/1251000] [865.4/1000.0] [batch_t 0.471 (0.434)] [data_t 0.016] [optim_t 0.455] [lr 0.000161] [CE 4.209 (3.776)] [KD 1.982 (1.716)] +2024-10-20 18:07:45,051 - Train: 86.55% [1082700/1251000] [865.5/1000.0] [batch_t 0.476 (0.442)] [data_t 0.016] [optim_t 0.460] [lr 0.000161] [CE 3.814 (3.807)] [KD 1.766 (1.748)] +2024-10-20 18:08:07,301 - Train: 86.55% [1082750/1251000] [865.5/1000.0] [batch_t 0.361 (0.445)] [data_t 0.016] [optim_t 0.346] [lr 0.000161] [CE 4.066 (3.773)] [KD 1.877 (1.726)] +2024-10-20 18:08:29,776 - Train: 86.55% [1082800/1251000] [865.5/1000.0] [batch_t 0.419 (0.449)] [data_t 0.015] [optim_t 0.404] [lr 0.000161] [CE 3.747 (3.755)] [KD 1.845 (1.717)] +2024-10-20 18:08:51,857 - Train: 86.56% [1082850/1251000] [865.6/1000.0] [batch_t 0.458 (0.441)] [data_t 0.015] [optim_t 0.442] [lr 0.000160] [CE 3.554 (3.803)] [KD 1.622 (1.740)] +2024-10-20 18:09:13,695 - Train: 86.56% [1082900/1251000] [865.6/1000.0] [batch_t 0.454 (0.437)] [data_t 0.015] [optim_t 0.439] [lr 0.000160] [CE 4.078 (3.772)] [KD 1.787 (1.731)] +2024-10-20 18:09:35,951 - Train: 86.57% [1082950/1251000] [865.7/1000.0] [batch_t 0.372 (0.445)] [data_t 0.016] [optim_t 0.356] [lr 0.000160] [CE 3.675 (3.782)] [KD 1.604 (1.741)] +2024-10-20 18:09:58,058 - Train: 86.57% [1083000/1251000] [865.7/1000.0] [batch_t 0.453 (0.442)] [data_t 0.016] [optim_t 0.437] [lr 0.000160] [CE 4.061 (3.808)] [KD 2.020 (1.758)] +2024-10-20 18:10:20,040 - Train: 86.57% [1083050/1251000] [865.7/1000.0] [batch_t 0.443 (0.440)] [data_t 0.015] [optim_t 0.427] [lr 0.000160] [CE 3.955 (3.763)] [KD 1.871 (1.730)] +2024-10-20 18:10:41,777 - Train: 86.58% [1083100/1251000] [865.8/1000.0] [batch_t 0.399 (0.435)] [data_t 0.015] [optim_t 0.384] [lr 0.000160] [CE 4.119 (3.748)] [KD 1.870 (1.719)] +2024-10-20 18:11:03,668 - Train: 86.58% [1083150/1251000] [865.8/1000.0] [batch_t 0.393 (0.438)] [data_t 0.015] [optim_t 0.377] [lr 0.000160] [CE 3.895 (3.756)] [KD 1.694 (1.717)] +2024-10-20 18:11:26,654 - Train: 86.59% [1083200/1251000] [865.9/1000.0] [batch_t 0.451 (0.460)] [data_t 0.015] [optim_t 0.435] [lr 0.000160] [CE 3.895 (3.810)] [KD 1.859 (1.747)] +2024-10-20 18:11:49,690 - Train: 86.59% [1083250/1251000] [865.9/1000.0] [batch_t 0.435 (0.461)] [data_t 0.015] [optim_t 0.419] [lr 0.000160] [CE 3.994 (3.826)] [KD 1.862 (1.754)] +2024-10-20 18:12:11,973 - Train: 86.59% [1083300/1251000] [865.9/1000.0] [batch_t 0.444 (0.446)] [data_t 0.015] [optim_t 0.429] [lr 0.000160] [CE 3.489 (3.817)] [KD 1.610 (1.756)] +2024-10-20 18:12:33,127 - Train: 86.60% [1083350/1251000] [866.0/1000.0] [batch_t 0.547 (0.423)] [data_t 0.015] [optim_t 0.532] [lr 0.000160] [CE 3.530 (3.751)] [KD 1.586 (1.737)] +2024-10-20 18:13:01,132 - Test (net): 100.00% [50/50] [batch_t 0.203 (0.427)] [top1_cnt 41290] [top5_cnt 48087] [top_all 50000] +2024-10-20 18:13:01,133 - net: 82.580 (96.174) +2024-10-20 18:13:23,374 - Test (net_E): 100.00% [50/50] [batch_t 0.144 (0.437)] [top1_cnt 41618] [top5_cnt 48258] [top_all 50000] +2024-10-20 18:13:23,375 - net_E: 83.236 (96.516) +2024-10-20 18:13:23,526 - Max [top1: 82.580 (epoch: 866)] [top1-ema: 83.236 (epoch: 866)] +2024-10-20 18:13:23,526 - ==> Total time: 5 days, 18:31:32 Eta: 21:26:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 18:13:45,157 - Train: 86.60% [1083400/1251000] [866.0/1000.0] [batch_t 0.362 (0.470)] [data_t 0.015] [optim_t 0.347] [lr 0.000160] [CE 3.820 (3.832)] [KD 1.773 (1.753)] +2024-10-20 18:14:07,790 - Train: 86.61% [1083450/1251000] [866.1/1000.0] [batch_t 0.460 (0.453)] [data_t 0.119] [optim_t 0.342] [lr 0.000160] [CE 4.110 (3.893)] [KD 1.846 (1.784)] +2024-10-20 18:14:29,214 - Train: 86.61% [1083500/1251000] [866.1/1000.0] [batch_t 0.483 (0.428)] [data_t 0.138] [optim_t 0.344] [lr 0.000159] [CE 3.953 (3.733)] [KD 1.765 (1.706)] +2024-10-20 18:14:50,658 - Train: 86.61% [1083550/1251000] [866.1/1000.0] [batch_t 0.424 (0.429)] [data_t 0.080] [optim_t 0.344] [lr 0.000159] [CE 3.725 (3.687)] [KD 1.836 (1.692)] +2024-10-20 18:15:12,149 - Train: 86.62% [1083600/1251000] [866.2/1000.0] [batch_t 0.402 (0.430)] [data_t 0.060] [optim_t 0.342] [lr 0.000159] [CE 4.015 (3.774)] [KD 1.888 (1.736)] +2024-10-20 18:15:33,942 - Train: 86.62% [1083650/1251000] [866.2/1000.0] [batch_t 0.428 (0.436)] [data_t 0.086] [optim_t 0.342] [lr 0.000159] [CE 3.806 (3.747)] [KD 1.643 (1.692)] +2024-10-20 18:15:55,989 - Train: 86.63% [1083700/1251000] [866.3/1000.0] [batch_t 0.415 (0.441)] [data_t 0.016] [optim_t 0.399] [lr 0.000159] [CE 3.980 (3.799)] [KD 1.764 (1.743)] +2024-10-20 18:16:17,034 - Train: 86.63% [1083750/1251000] [866.3/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.000159] [CE 3.612 (3.793)] [KD 1.677 (1.741)] +2024-10-20 18:16:38,763 - Train: 86.63% [1083800/1251000] [866.3/1000.0] [batch_t 0.904 (0.434)] [data_t 0.016] [optim_t 0.889] [lr 0.000159] [CE 4.118 (3.805)] [KD 1.903 (1.735)] +2024-10-20 18:17:00,681 - Train: 86.64% [1083850/1251000] [866.4/1000.0] [batch_t 0.383 (0.438)] [data_t 0.015] [optim_t 0.367] [lr 0.000159] [CE 3.760 (3.721)] [KD 1.683 (1.688)] +2024-10-20 18:17:22,255 - Train: 86.64% [1083900/1251000] [866.4/1000.0] [batch_t 0.459 (0.431)] [data_t 0.015] [optim_t 0.444] [lr 0.000159] [CE 3.634 (3.824)] [KD 1.688 (1.744)] +2024-10-20 18:17:44,078 - Train: 86.65% [1083950/1251000] [866.5/1000.0] [batch_t 0.421 (0.436)] [data_t 0.015] [optim_t 0.406] [lr 0.000159] [CE 3.650 (3.784)] [KD 1.663 (1.729)] +2024-10-20 18:18:04,917 - Train: 86.65% [1084000/1251000] [866.5/1000.0] [batch_t 0.388 (0.417)] [data_t 0.016] [optim_t 0.372] [lr 0.000159] [CE 3.323 (3.804)] [KD 1.558 (1.742)] +2024-10-20 18:18:26,372 - Train: 86.65% [1084050/1251000] [866.5/1000.0] [batch_t 0.370 (0.429)] [data_t 0.016] [optim_t 0.354] [lr 0.000159] [CE 3.911 (3.797)] [KD 1.822 (1.731)] +2024-10-20 18:18:48,055 - Train: 86.66% [1084100/1251000] [866.6/1000.0] [batch_t 0.395 (0.434)] [data_t 0.015] [optim_t 0.379] [lr 0.000159] [CE 4.029 (3.776)] [KD 1.892 (1.726)] +2024-10-20 18:19:09,557 - Train: 86.66% [1084150/1251000] [866.6/1000.0] [batch_t 0.425 (0.430)] [data_t 0.015] [optim_t 0.409] [lr 0.000158] [CE 3.905 (3.806)] [KD 1.850 (1.744)] +2024-10-20 18:19:31,606 - Train: 86.67% [1084200/1251000] [866.7/1000.0] [batch_t 0.477 (0.441)] [data_t 0.016] [optim_t 0.462] [lr 0.000158] [CE 3.632 (3.799)] [KD 1.587 (1.756)] +2024-10-20 18:19:54,042 - Train: 86.67% [1084250/1251000] [866.7/1000.0] [batch_t 0.436 (0.449)] [data_t 0.016] [optim_t 0.420] [lr 0.000158] [CE 3.942 (3.736)] [KD 1.882 (1.707)] +2024-10-20 18:20:16,641 - Train: 86.67% [1084300/1251000] [866.7/1000.0] [batch_t 0.449 (0.452)] [data_t 0.016] [optim_t 0.434] [lr 0.000158] [CE 3.842 (3.820)] [KD 1.761 (1.766)] +2024-10-20 18:20:38,296 - Train: 86.68% [1084350/1251000] [866.8/1000.0] [batch_t 0.445 (0.433)] [data_t 0.016] [optim_t 0.429] [lr 0.000158] [CE 4.200 (3.864)] [KD 1.964 (1.755)] +2024-10-20 18:20:59,893 - Train: 86.68% [1084400/1251000] [866.8/1000.0] [batch_t 0.468 (0.432)] [data_t 0.016] [optim_t 0.452] [lr 0.000158] [CE 3.652 (3.805)] [KD 1.687 (1.749)] +2024-10-20 18:21:21,765 - Train: 86.69% [1084450/1251000] [866.9/1000.0] [batch_t 0.420 (0.437)] [data_t 0.015] [optim_t 0.404] [lr 0.000158] [CE 4.234 (3.700)] [KD 1.975 (1.696)] +2024-10-20 18:21:43,605 - Train: 86.69% [1084500/1251000] [866.9/1000.0] [batch_t 0.404 (0.437)] [data_t 0.016] [optim_t 0.388] [lr 0.000158] [CE 3.516 (3.824)] [KD 1.741 (1.753)] +2024-10-20 18:22:05,399 - Train: 86.69% [1084550/1251000] [866.9/1000.0] [batch_t 0.418 (0.436)] [data_t 0.015] [optim_t 0.403] [lr 0.000158] [CE 3.279 (3.776)] [KD 1.604 (1.729)] +2024-10-20 18:22:26,972 - Train: 86.70% [1084600/1251000] [867.0/1000.0] [batch_t 0.413 (0.431)] [data_t 0.016] [optim_t 0.397] [lr 0.000158] [CE 3.373 (3.680)] [KD 1.589 (1.678)] +2024-10-20 18:22:55,153 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41258] [top5_cnt 48093] [top_all 50000] +2024-10-20 18:22:55,154 - net: 82.516 (96.186) +2024-10-20 18:23:17,209 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 41621] [top5_cnt 48266] [top_all 50000] +2024-10-20 18:23:17,209 - net_E: 83.242 (96.532) +2024-10-20 18:23:17,378 - Max [top1: 82.580 (epoch: 866)] [top1-ema: 83.242 (epoch: 867)] +2024-10-20 18:23:17,378 - ==> Total time: 5 days, 18:41:25 Eta: 21:16:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 18:23:37,108 - Train: 86.70% [1084650/1251000] [867.0/1000.0] [batch_t 0.364 (0.444)] [data_t 0.016] [optim_t 0.349] [lr 0.000158] [CE 3.645 (3.786)] [KD 1.602 (1.720)] +2024-10-20 18:23:58,242 - Train: 86.71% [1084700/1251000] [867.1/1000.0] [batch_t 0.478 (0.423)] [data_t 0.016] [optim_t 0.463] [lr 0.000158] [CE 4.244 (3.799)] [KD 1.943 (1.750)] +2024-10-20 18:24:20,338 - Train: 86.71% [1084750/1251000] [867.1/1000.0] [batch_t 0.361 (0.442)] [data_t 0.016] [optim_t 0.346] [lr 0.000158] [CE 3.594 (3.763)] [KD 1.614 (1.706)] +2024-10-20 18:24:42,637 - Train: 86.71% [1084800/1251000] [867.1/1000.0] [batch_t 0.456 (0.446)] [data_t 0.015] [optim_t 0.441] [lr 0.000157] [CE 3.871 (3.790)] [KD 1.734 (1.731)] +2024-10-20 18:25:04,969 - Train: 86.72% [1084850/1251000] [867.2/1000.0] [batch_t 0.434 (0.447)] [data_t 0.016] [optim_t 0.419] [lr 0.000157] [CE 3.535 (3.797)] [KD 1.633 (1.733)] +2024-10-20 18:25:26,753 - Train: 86.72% [1084900/1251000] [867.2/1000.0] [batch_t 0.440 (0.436)] [data_t 0.015] [optim_t 0.424] [lr 0.000157] [CE 3.802 (3.783)] [KD 1.735 (1.718)] +2024-10-20 18:25:48,765 - Train: 86.73% [1084950/1251000] [867.3/1000.0] [batch_t 0.406 (0.440)] [data_t 0.015] [optim_t 0.390] [lr 0.000157] [CE 4.140 (3.812)] [KD 1.999 (1.745)] +2024-10-20 18:26:10,783 - Train: 86.73% [1085000/1251000] [867.3/1000.0] [batch_t 0.414 (0.440)] [data_t 0.016] [optim_t 0.398] [lr 0.000157] [CE 3.994 (3.833)] [KD 1.804 (1.765)] +2024-10-20 18:26:31,980 - Train: 86.73% [1085050/1251000] [867.3/1000.0] [batch_t 0.362 (0.424)] [data_t 0.016] [optim_t 0.346] [lr 0.000157] [CE 3.715 (3.830)] [KD 1.796 (1.757)] +2024-10-20 18:26:53,300 - Train: 86.74% [1085100/1251000] [867.4/1000.0] [batch_t 0.450 (0.426)] [data_t 0.015] [optim_t 0.435] [lr 0.000157] [CE 3.833 (3.738)] [KD 1.761 (1.716)] +2024-10-20 18:27:14,863 - Train: 86.74% [1085150/1251000] [867.4/1000.0] [batch_t 0.379 (0.431)] [data_t 0.016] [optim_t 0.363] [lr 0.000157] [CE 3.738 (3.842)] [KD 1.747 (1.759)] +2024-10-20 18:27:36,296 - Train: 86.75% [1085200/1251000] [867.5/1000.0] [batch_t 0.452 (0.429)] [data_t 0.016] [optim_t 0.437] [lr 0.000157] [CE 3.833 (3.795)] [KD 1.705 (1.726)] +2024-10-20 18:27:57,757 - Train: 86.75% [1085250/1251000] [867.5/1000.0] [batch_t 0.449 (0.429)] [data_t 0.015] [optim_t 0.433] [lr 0.000157] [CE 4.159 (3.864)] [KD 1.946 (1.755)] +2024-10-20 18:28:19,253 - Train: 86.75% [1085300/1251000] [867.5/1000.0] [batch_t 0.417 (0.430)] [data_t 0.015] [optim_t 0.401] [lr 0.000157] [CE 3.663 (3.782)] [KD 1.646 (1.740)] +2024-10-20 18:28:41,363 - Train: 86.76% [1085350/1251000] [867.6/1000.0] [batch_t 0.462 (0.442)] [data_t 0.016] [optim_t 0.446] [lr 0.000157] [CE 3.830 (3.789)] [KD 1.781 (1.739)] +2024-10-20 18:29:03,895 - Train: 86.76% [1085400/1251000] [867.6/1000.0] [batch_t 0.411 (0.451)] [data_t 0.015] [optim_t 0.395] [lr 0.000157] [CE 3.089 (3.738)] [KD 1.457 (1.713)] +2024-10-20 18:29:26,849 - Train: 86.77% [1085450/1251000] [867.7/1000.0] [batch_t 0.360 (0.459)] [data_t 0.015] [optim_t 0.345] [lr 0.000156] [CE 3.853 (3.771)] [KD 1.801 (1.730)] +2024-10-20 18:29:49,255 - Train: 86.77% [1085500/1251000] [867.7/1000.0] [batch_t 0.460 (0.448)] [data_t 0.015] [optim_t 0.445] [lr 0.000156] [CE 3.946 (3.794)] [KD 1.798 (1.750)] +2024-10-20 18:30:10,699 - Train: 86.77% [1085550/1251000] [867.7/1000.0] [batch_t 0.439 (0.429)] [data_t 0.015] [optim_t 0.424] [lr 0.000156] [CE 3.802 (3.761)] [KD 1.765 (1.716)] +2024-10-20 18:30:32,551 - Train: 86.78% [1085600/1251000] [867.8/1000.0] [batch_t 0.393 (0.437)] [data_t 0.015] [optim_t 0.378] [lr 0.000156] [CE 3.759 (3.834)] [KD 1.655 (1.765)] +2024-10-20 18:30:54,893 - Train: 86.78% [1085650/1251000] [867.8/1000.0] [batch_t 0.425 (0.447)] [data_t 0.015] [optim_t 0.410] [lr 0.000156] [CE 3.845 (3.772)] [KD 1.679 (1.702)] +2024-10-20 18:31:16,492 - Train: 86.79% [1085700/1251000] [867.9/1000.0] [batch_t 0.566 (0.432)] [data_t 0.016] [optim_t 0.551] [lr 0.000156] [CE 3.816 (3.774)] [KD 1.689 (1.730)] +2024-10-20 18:31:39,034 - Train: 86.79% [1085750/1251000] [867.9/1000.0] [batch_t 0.364 (0.451)] [data_t 0.015] [optim_t 0.348] [lr 0.000156] [CE 3.413 (3.734)] [KD 1.476 (1.705)] +2024-10-20 18:32:01,648 - Train: 86.79% [1085800/1251000] [867.9/1000.0] [batch_t 0.399 (0.452)] [data_t 0.015] [optim_t 0.384] [lr 0.000156] [CE 3.808 (3.776)] [KD 1.747 (1.721)] +2024-10-20 18:32:23,445 - Train: 86.80% [1085850/1251000] [868.0/1000.0] [batch_t 0.390 (0.436)] [data_t 0.016] [optim_t 0.374] [lr 0.000156] [CE 3.590 (3.765)] [KD 1.754 (1.738)] +2024-10-20 18:32:51,576 - Test (net): 100.00% [50/50] [batch_t 0.132 (0.422)] [top1_cnt 41234] [top5_cnt 48106] [top_all 50000] +2024-10-20 18:32:51,577 - net: 82.468 (96.212) +2024-10-20 18:33:13,052 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41628] [top5_cnt 48266] [top_all 50000] +2024-10-20 18:33:13,052 - net_E: 83.256 (96.532) +2024-10-20 18:33:13,190 - Max [top1: 82.580 (epoch: 866)] [top1-ema: 83.256 (epoch: 868)] +2024-10-20 18:33:13,191 - ==> Total time: 5 days, 18:51:21 Eta: 21:06:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 18:33:32,588 - Train: 86.80% [1085900/1251000] [868.0/1000.0] [batch_t 0.364 (0.462)] [data_t 0.015] [optim_t 0.348] [lr 0.000156] [CE 3.960 (3.721)] [KD 1.691 (1.683)] +2024-10-20 18:33:52,800 - Train: 86.81% [1085950/1251000] [868.1/1000.0] [batch_t 0.426 (0.404)] [data_t 0.016] [optim_t 0.411] [lr 0.000156] [CE 3.949 (3.789)] [KD 1.854 (1.752)] +2024-10-20 18:34:13,677 - Train: 86.81% [1086000/1251000] [868.1/1000.0] [batch_t 0.362 (0.417)] [data_t 0.015] [optim_t 0.347] [lr 0.000156] [CE 3.773 (3.804)] [KD 1.725 (1.723)] +2024-10-20 18:34:35,038 - Train: 86.81% [1086050/1251000] [868.1/1000.0] [batch_t 0.425 (0.427)] [data_t 0.015] [optim_t 0.410] [lr 0.000156] [CE 3.901 (3.733)] [KD 1.720 (1.699)] +2024-10-20 18:34:56,510 - Train: 86.82% [1086100/1251000] [868.2/1000.0] [batch_t 0.471 (0.429)] [data_t 0.015] [optim_t 0.455] [lr 0.000156] [CE 3.585 (3.770)] [KD 1.613 (1.722)] +2024-10-20 18:35:18,766 - Train: 86.82% [1086150/1251000] [868.2/1000.0] [batch_t 0.424 (0.445)] [data_t 0.016] [optim_t 0.408] [lr 0.000155] [CE 4.074 (3.809)] [KD 1.859 (1.742)] +2024-10-20 18:35:39,824 - Train: 86.83% [1086200/1251000] [868.3/1000.0] [batch_t 0.464 (0.421)] [data_t 0.015] [optim_t 0.448] [lr 0.000155] [CE 3.663 (3.767)] [KD 1.607 (1.729)] +2024-10-20 18:36:01,135 - Train: 86.83% [1086250/1251000] [868.3/1000.0] [batch_t 0.405 (0.426)] [data_t 0.015] [optim_t 0.389] [lr 0.000155] [CE 3.734 (3.693)] [KD 1.667 (1.689)] +2024-10-20 18:36:22,576 - Train: 86.83% [1086300/1251000] [868.3/1000.0] [batch_t 0.422 (0.429)] [data_t 0.015] [optim_t 0.406] [lr 0.000155] [CE 4.051 (3.812)] [KD 1.933 (1.719)] +2024-10-20 18:36:44,291 - Train: 86.84% [1086350/1251000] [868.4/1000.0] [batch_t 0.363 (0.434)] [data_t 0.015] [optim_t 0.348] [lr 0.000155] [CE 3.766 (3.742)] [KD 1.763 (1.705)] +2024-10-20 18:37:05,620 - Train: 86.84% [1086400/1251000] [868.4/1000.0] [batch_t 0.381 (0.426)] [data_t 0.015] [optim_t 0.365] [lr 0.000155] [CE 3.891 (3.751)] [KD 1.794 (1.713)] +2024-10-20 18:37:27,433 - Train: 86.85% [1086450/1251000] [868.5/1000.0] [batch_t 0.474 (0.436)] [data_t 0.015] [optim_t 0.459] [lr 0.000155] [CE 3.762 (3.813)] [KD 1.938 (1.754)] +2024-10-20 18:37:49,380 - Train: 86.85% [1086500/1251000] [868.5/1000.0] [batch_t 0.414 (0.439)] [data_t 0.015] [optim_t 0.399] [lr 0.000155] [CE 3.689 (3.758)] [KD 1.556 (1.705)] +2024-10-20 18:38:10,973 - Train: 86.85% [1086550/1251000] [868.5/1000.0] [batch_t 0.474 (0.432)] [data_t 0.015] [optim_t 0.459] [lr 0.000155] [CE 3.242 (3.798)] [KD 1.514 (1.737)] +2024-10-20 18:38:32,819 - Train: 86.86% [1086600/1251000] [868.6/1000.0] [batch_t 0.498 (0.437)] [data_t 0.015] [optim_t 0.483] [lr 0.000155] [CE 3.934 (3.814)] [KD 1.703 (1.759)] +2024-10-20 18:38:54,610 - Train: 86.86% [1086650/1251000] [868.6/1000.0] [batch_t 0.685 (0.436)] [data_t 0.015] [optim_t 0.670] [lr 0.000155] [CE 4.126 (3.829)] [KD 1.870 (1.744)] +2024-10-20 18:39:16,051 - Train: 86.87% [1086700/1251000] [868.7/1000.0] [batch_t 0.372 (0.429)] [data_t 0.015] [optim_t 0.357] [lr 0.000155] [CE 3.448 (3.791)] [KD 1.699 (1.736)] +2024-10-20 18:39:37,566 - Train: 86.87% [1086750/1251000] [868.7/1000.0] [batch_t 0.388 (0.430)] [data_t 0.016] [optim_t 0.372] [lr 0.000155] [CE 3.185 (3.755)] [KD 1.399 (1.715)] +2024-10-20 18:39:59,227 - Train: 86.87% [1086800/1251000] [868.7/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.347] [lr 0.000154] [CE 3.661 (3.813)] [KD 1.650 (1.731)] +2024-10-20 18:40:20,975 - Train: 86.88% [1086850/1251000] [868.8/1000.0] [batch_t 0.420 (0.435)] [data_t 0.015] [optim_t 0.405] [lr 0.000154] [CE 3.190 (3.761)] [KD 1.477 (1.701)] +2024-10-20 18:40:42,570 - Train: 86.88% [1086900/1251000] [868.8/1000.0] [batch_t 0.420 (0.432)] [data_t 0.015] [optim_t 0.404] [lr 0.000154] [CE 4.014 (3.733)] [KD 1.827 (1.698)] +2024-10-20 18:41:04,358 - Train: 86.89% [1086950/1251000] [868.9/1000.0] [batch_t 0.430 (0.436)] [data_t 0.016] [optim_t 0.414] [lr 0.000154] [CE 3.903 (3.735)] [KD 1.699 (1.705)] +2024-10-20 18:41:25,728 - Train: 86.89% [1087000/1251000] [868.9/1000.0] [batch_t 0.365 (0.427)] [data_t 0.015] [optim_t 0.349] [lr 0.000154] [CE 4.089 (3.847)] [KD 1.951 (1.763)] +2024-10-20 18:41:47,330 - Train: 86.89% [1087050/1251000] [868.9/1000.0] [batch_t 0.424 (0.432)] [data_t 0.015] [optim_t 0.409] [lr 0.000154] [CE 3.980 (3.758)] [KD 1.898 (1.727)] +2024-10-20 18:42:09,145 - Train: 86.90% [1087100/1251000] [869.0/1000.0] [batch_t 0.442 (0.436)] [data_t 0.016] [optim_t 0.426] [lr 0.000154] [CE 3.716 (3.812)] [KD 1.652 (1.726)] +2024-10-20 18:42:38,686 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 41142] [top5_cnt 48078] [top_all 50000] +2024-10-20 18:42:38,686 - net: 82.284 (96.156) +2024-10-20 18:43:00,361 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41593] [top5_cnt 48268] [top_all 50000] +2024-10-20 18:43:00,362 - net_E: 83.186 (96.536) +2024-10-20 18:43:00,517 - Max [top1: 82.580 (epoch: 866)] [top1-ema: 83.256 (epoch: 868)] +2024-10-20 18:43:00,517 - ==> Total time: 5 days, 19:01:09 Eta: 20:57:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 18:43:18,055 - Train: 86.90% [1087150/1251000] [869.0/1000.0] [batch_t 0.361 (0.518)] [data_t 0.015] [optim_t 0.346] [lr 0.000154] [CE 3.789 (3.776)] [KD 1.699 (1.716)] +2024-10-20 18:43:39,303 - Train: 86.91% [1087200/1251000] [869.1/1000.0] [batch_t 0.362 (0.425)] [data_t 0.015] [optim_t 0.347] [lr 0.000154] [CE 3.757 (3.806)] [KD 1.696 (1.764)] +2024-10-20 18:44:00,999 - Train: 86.91% [1087250/1251000] [869.1/1000.0] [batch_t 0.392 (0.434)] [data_t 0.016] [optim_t 0.377] [lr 0.000154] [CE 4.194 (3.811)] [KD 1.824 (1.741)] +2024-10-20 18:44:22,832 - Train: 86.91% [1087300/1251000] [869.1/1000.0] [batch_t 0.415 (0.437)] [data_t 0.015] [optim_t 0.399] [lr 0.000154] [CE 3.989 (3.792)] [KD 1.762 (1.730)] +2024-10-20 18:44:44,428 - Train: 86.92% [1087350/1251000] [869.2/1000.0] [batch_t 0.443 (0.432)] [data_t 0.015] [optim_t 0.428] [lr 0.000154] [CE 3.820 (3.747)] [KD 1.621 (1.694)] +2024-10-20 18:45:06,104 - Train: 86.92% [1087400/1251000] [869.2/1000.0] [batch_t 0.370 (0.433)] [data_t 0.016] [optim_t 0.354] [lr 0.000154] [CE 3.477 (3.742)] [KD 1.635 (1.696)] +2024-10-20 18:45:26,869 - Train: 86.93% [1087450/1251000] [869.3/1000.0] [batch_t 0.407 (0.415)] [data_t 0.016] [optim_t 0.392] [lr 0.000154] [CE 3.324 (3.826)] [KD 1.599 (1.755)] +2024-10-20 18:45:48,047 - Train: 86.93% [1087500/1251000] [869.3/1000.0] [batch_t 0.484 (0.423)] [data_t 0.016] [optim_t 0.469] [lr 0.000153] [CE 3.884 (3.745)] [KD 1.889 (1.706)] +2024-10-20 18:46:08,799 - Train: 86.93% [1087550/1251000] [869.3/1000.0] [batch_t 0.363 (0.415)] [data_t 0.015] [optim_t 0.347] [lr 0.000153] [CE 4.017 (3.736)] [KD 1.849 (1.686)] +2024-10-20 18:46:30,694 - Train: 86.94% [1087600/1251000] [869.4/1000.0] [batch_t 0.479 (0.438)] [data_t 0.015] [optim_t 0.464] [lr 0.000153] [CE 3.763 (3.717)] [KD 1.618 (1.680)] +2024-10-20 18:46:52,715 - Train: 86.94% [1087650/1251000] [869.4/1000.0] [batch_t 0.403 (0.440)] [data_t 0.016] [optim_t 0.388] [lr 0.000153] [CE 3.006 (3.833)] [KD 1.375 (1.751)] +2024-10-20 18:47:15,316 - Train: 86.95% [1087700/1251000] [869.5/1000.0] [batch_t 0.362 (0.452)] [data_t 0.015] [optim_t 0.346] [lr 0.000153] [CE 3.283 (3.825)] [KD 1.534 (1.746)] +2024-10-20 18:47:36,100 - Train: 86.95% [1087750/1251000] [869.5/1000.0] [batch_t 0.399 (0.416)] [data_t 0.016] [optim_t 0.383] [lr 0.000153] [CE 3.892 (3.767)] [KD 1.822 (1.711)] +2024-10-20 18:47:57,493 - Train: 86.95% [1087800/1251000] [869.5/1000.0] [batch_t 0.465 (0.428)] [data_t 0.016] [optim_t 0.449] [lr 0.000153] [CE 3.857 (3.744)] [KD 1.959 (1.697)] +2024-10-20 18:48:18,604 - Train: 86.96% [1087850/1251000] [869.6/1000.0] [batch_t 0.366 (0.422)] [data_t 0.015] [optim_t 0.351] [lr 0.000153] [CE 4.317 (3.822)] [KD 1.915 (1.719)] +2024-10-20 18:48:40,850 - Train: 86.96% [1087900/1251000] [869.6/1000.0] [batch_t 0.464 (0.445)] [data_t 0.116] [optim_t 0.348] [lr 0.000153] [CE 3.831 (3.788)] [KD 1.837 (1.729)] +2024-10-20 18:49:02,522 - Train: 86.97% [1087950/1251000] [869.7/1000.0] [batch_t 0.472 (0.433)] [data_t 0.124] [optim_t 0.348] [lr 0.000153] [CE 3.994 (3.803)] [KD 1.756 (1.745)] +2024-10-20 18:49:24,225 - Train: 86.97% [1088000/1251000] [869.7/1000.0] [batch_t 0.406 (0.434)] [data_t 0.061] [optim_t 0.344] [lr 0.000153] [CE 3.975 (3.824)] [KD 1.786 (1.732)] +2024-10-20 18:49:46,265 - Train: 86.97% [1088050/1251000] [869.7/1000.0] [batch_t 0.403 (0.441)] [data_t 0.057] [optim_t 0.345] [lr 0.000153] [CE 3.738 (3.794)] [KD 1.774 (1.727)] +2024-10-20 18:50:08,313 - Train: 86.98% [1088100/1251000] [869.8/1000.0] [batch_t 0.488 (0.441)] [data_t 0.140] [optim_t 0.348] [lr 0.000153] [CE 3.866 (3.840)] [KD 1.681 (1.778)] +2024-10-20 18:50:30,372 - Train: 86.98% [1088150/1251000] [869.8/1000.0] [batch_t 0.500 (0.441)] [data_t 0.153] [optim_t 0.346] [lr 0.000152] [CE 3.939 (3.753)] [KD 1.863 (1.729)] +2024-10-20 18:50:52,643 - Train: 86.99% [1088200/1251000] [869.9/1000.0] [batch_t 0.417 (0.445)] [data_t 0.068] [optim_t 0.348] [lr 0.000152] [CE 4.042 (3.777)] [KD 1.831 (1.721)] +2024-10-20 18:51:14,568 - Train: 86.99% [1088250/1251000] [869.9/1000.0] [batch_t 0.426 (0.438)] [data_t 0.080] [optim_t 0.346] [lr 0.000152] [CE 3.686 (3.725)] [KD 1.652 (1.692)] +2024-10-20 18:51:36,091 - Train: 86.99% [1088300/1251000] [869.9/1000.0] [batch_t 0.365 (0.430)] [data_t 0.016] [optim_t 0.350] [lr 0.000152] [CE 3.695 (3.860)] [KD 1.651 (1.771)] +2024-10-20 18:51:58,580 - Train: 87.00% [1088350/1251000] [870.0/1000.0] [batch_t 0.466 (0.450)] [data_t 0.117] [optim_t 0.349] [lr 0.000152] [CE 4.257 (3.796)] [KD 1.917 (1.730)] +2024-10-20 18:52:28,300 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41239] [top5_cnt 48128] [top_all 50000] +2024-10-20 18:52:28,300 - net: 82.478 (96.256) +2024-10-20 18:52:50,857 - Test (net_E): 100.00% [50/50] [batch_t 0.144 (0.443)] [top1_cnt 41586] [top5_cnt 48263] [top_all 50000] +2024-10-20 18:52:50,857 - net_E: 83.172 (96.526) +2024-10-20 18:52:51,032 - Max [top1: 82.580 (epoch: 866)] [top1-ema: 83.256 (epoch: 868)] +2024-10-20 18:52:51,033 - ==> Total time: 5 days, 19:10:59 Eta: 20:47:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 18:53:09,383 - Train: 87.00% [1088400/1251000] [870.0/1000.0] [batch_t 0.368 (0.485)] [data_t 0.015] [optim_t 0.352] [lr 0.000152] [CE 4.043 (3.730)] [KD 1.926 (1.712)] +2024-10-20 18:53:30,902 - Train: 87.01% [1088450/1251000] [870.1/1000.0] [batch_t 0.482 (0.430)] [data_t 0.015] [optim_t 0.467] [lr 0.000152] [CE 3.593 (3.763)] [KD 1.648 (1.720)] +2024-10-20 18:53:53,311 - Train: 87.01% [1088500/1251000] [870.1/1000.0] [batch_t 0.572 (0.448)] [data_t 0.015] [optim_t 0.557] [lr 0.000152] [CE 3.950 (3.776)] [KD 1.819 (1.716)] +2024-10-20 18:54:15,404 - Train: 87.01% [1088550/1251000] [870.1/1000.0] [batch_t 0.459 (0.442)] [data_t 0.015] [optim_t 0.444] [lr 0.000152] [CE 3.802 (3.775)] [KD 1.675 (1.731)] +2024-10-20 18:54:37,725 - Train: 87.02% [1088600/1251000] [870.2/1000.0] [batch_t 0.438 (0.446)] [data_t 0.015] [optim_t 0.423] [lr 0.000152] [CE 3.607 (3.789)] [KD 1.626 (1.714)] +2024-10-20 18:54:58,511 - Train: 87.02% [1088650/1251000] [870.2/1000.0] [batch_t 0.366 (0.416)] [data_t 0.016] [optim_t 0.351] [lr 0.000152] [CE 3.452 (3.743)] [KD 1.596 (1.705)] +2024-10-20 18:55:18,997 - Train: 87.03% [1088700/1251000] [870.3/1000.0] [batch_t 0.474 (0.410)] [data_t 0.015] [optim_t 0.458] [lr 0.000152] [CE 4.142 (3.808)] [KD 1.976 (1.722)] +2024-10-20 18:55:40,445 - Train: 87.03% [1088750/1251000] [870.3/1000.0] [batch_t 0.377 (0.429)] [data_t 0.015] [optim_t 0.361] [lr 0.000152] [CE 4.030 (3.762)] [KD 1.759 (1.713)] +2024-10-20 18:56:02,020 - Train: 87.03% [1088800/1251000] [870.3/1000.0] [batch_t 0.475 (0.431)] [data_t 0.015] [optim_t 0.459] [lr 0.000151] [CE 3.707 (3.822)] [KD 1.631 (1.750)] +2024-10-20 18:56:23,345 - Train: 87.04% [1088850/1251000] [870.4/1000.0] [batch_t 0.363 (0.426)] [data_t 0.015] [optim_t 0.348] [lr 0.000151] [CE 3.900 (3.773)] [KD 1.759 (1.734)] +2024-10-20 18:56:44,909 - Train: 87.04% [1088900/1251000] [870.4/1000.0] [batch_t 0.506 (0.431)] [data_t 0.015] [optim_t 0.491] [lr 0.000151] [CE 4.159 (3.771)] [KD 1.878 (1.723)] +2024-10-20 18:57:06,211 - Train: 87.05% [1088950/1251000] [870.5/1000.0] [batch_t 0.418 (0.426)] [data_t 0.015] [optim_t 0.402] [lr 0.000151] [CE 3.439 (3.755)] [KD 1.464 (1.707)] +2024-10-20 18:57:29,136 - Train: 87.05% [1089000/1251000] [870.5/1000.0] [batch_t 0.478 (0.458)] [data_t 0.015] [optim_t 0.462] [lr 0.000151] [CE 3.728 (3.759)] [KD 1.685 (1.705)] +2024-10-20 18:57:50,871 - Train: 87.05% [1089050/1251000] [870.5/1000.0] [batch_t 0.538 (0.435)] [data_t 0.016] [optim_t 0.522] [lr 0.000151] [CE 3.797 (3.792)] [KD 1.874 (1.725)] +2024-10-20 18:58:12,140 - Train: 87.06% [1089100/1251000] [870.6/1000.0] [batch_t 0.496 (0.425)] [data_t 0.016] [optim_t 0.481] [lr 0.000151] [CE 4.170 (3.812)] [KD 1.993 (1.748)] +2024-10-20 18:58:33,575 - Train: 87.06% [1089150/1251000] [870.6/1000.0] [batch_t 0.438 (0.429)] [data_t 0.016] [optim_t 0.422] [lr 0.000151] [CE 4.223 (3.846)] [KD 2.137 (1.753)] +2024-10-20 18:58:55,406 - Train: 87.07% [1089200/1251000] [870.7/1000.0] [batch_t 0.396 (0.437)] [data_t 0.016] [optim_t 0.381] [lr 0.000151] [CE 4.045 (3.791)] [KD 1.845 (1.707)] +2024-10-20 18:59:17,047 - Train: 87.07% [1089250/1251000] [870.7/1000.0] [batch_t 0.366 (0.433)] [data_t 0.015] [optim_t 0.350] [lr 0.000151] [CE 4.193 (3.821)] [KD 1.760 (1.731)] +2024-10-20 18:59:38,361 - Train: 87.07% [1089300/1251000] [870.7/1000.0] [batch_t 0.520 (0.426)] [data_t 0.016] [optim_t 0.504] [lr 0.000151] [CE 3.684 (3.737)] [KD 1.681 (1.708)] +2024-10-20 19:00:00,438 - Train: 87.08% [1089350/1251000] [870.8/1000.0] [batch_t 0.469 (0.441)] [data_t 0.015] [optim_t 0.453] [lr 0.000151] [CE 4.097 (3.772)] [KD 1.901 (1.712)] +2024-10-20 19:00:22,389 - Train: 87.08% [1089400/1251000] [870.8/1000.0] [batch_t 0.423 (0.439)] [data_t 0.015] [optim_t 0.408] [lr 0.000151] [CE 3.949 (3.759)] [KD 1.882 (1.729)] +2024-10-20 19:00:44,798 - Train: 87.09% [1089450/1251000] [870.9/1000.0] [batch_t 0.466 (0.448)] [data_t 0.015] [optim_t 0.450] [lr 0.000151] [CE 4.139 (3.799)] [KD 1.877 (1.725)] +2024-10-20 19:01:06,829 - Train: 87.09% [1089500/1251000] [870.9/1000.0] [batch_t 0.409 (0.441)] [data_t 0.015] [optim_t 0.394] [lr 0.000150] [CE 3.983 (3.766)] [KD 1.782 (1.719)] +2024-10-20 19:01:28,903 - Train: 87.09% [1089550/1251000] [870.9/1000.0] [batch_t 0.436 (0.441)] [data_t 0.015] [optim_t 0.421] [lr 0.000150] [CE 3.349 (3.747)] [KD 1.572 (1.704)] +2024-10-20 19:01:51,269 - Train: 87.10% [1089600/1251000] [871.0/1000.0] [batch_t 0.453 (0.447)] [data_t 0.015] [optim_t 0.438] [lr 0.000150] [CE 3.656 (3.790)] [KD 1.540 (1.742)] +2024-10-20 19:02:22,384 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.454)] [top1_cnt 41239] [top5_cnt 48113] [top_all 50000] +2024-10-20 19:02:22,385 - net: 82.478 (96.226) +2024-10-20 19:02:43,889 - Test (net_E): 100.00% [50/50] [batch_t 0.131 (0.422)] [top1_cnt 41596] [top5_cnt 48270] [top_all 50000] +2024-10-20 19:02:43,890 - net_E: 83.192 (96.540) +2024-10-20 19:02:44,064 - Max [top1: 82.580 (epoch: 866)] [top1-ema: 83.256 (epoch: 868)] +2024-10-20 19:02:44,065 - ==> Total time: 5 days, 19:20:52 Eta: 20:38:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 19:03:01,566 - Train: 87.10% [1089650/1251000] [871.0/1000.0] [batch_t 0.362 (0.546)] [data_t 0.016] [optim_t 0.346] [lr 0.000150] [CE 3.238 (3.743)] [KD 1.558 (1.706)] +2024-10-20 19:03:24,065 - Train: 87.11% [1089700/1251000] [871.1/1000.0] [batch_t 0.394 (0.450)] [data_t 0.015] [optim_t 0.378] [lr 0.000150] [CE 4.207 (3.768)] [KD 1.984 (1.703)] +2024-10-20 19:03:46,294 - Train: 87.11% [1089750/1251000] [871.1/1000.0] [batch_t 0.457 (0.444)] [data_t 0.015] [optim_t 0.442] [lr 0.000150] [CE 3.709 (3.748)] [KD 1.728 (1.692)] +2024-10-20 19:04:08,580 - Train: 87.11% [1089800/1251000] [871.1/1000.0] [batch_t 0.406 (0.446)] [data_t 0.016] [optim_t 0.390] [lr 0.000150] [CE 4.003 (3.783)] [KD 1.855 (1.722)] +2024-10-20 19:04:30,887 - Train: 87.12% [1089850/1251000] [871.2/1000.0] [batch_t 0.435 (0.446)] [data_t 0.016] [optim_t 0.419] [lr 0.000150] [CE 3.915 (3.720)] [KD 1.863 (1.699)] +2024-10-20 19:04:53,060 - Train: 87.12% [1089900/1251000] [871.2/1000.0] [batch_t 0.463 (0.443)] [data_t 0.015] [optim_t 0.447] [lr 0.000150] [CE 3.531 (3.844)] [KD 1.644 (1.750)] +2024-10-20 19:05:14,884 - Train: 87.13% [1089950/1251000] [871.3/1000.0] [batch_t 0.443 (0.436)] [data_t 0.016] [optim_t 0.427] [lr 0.000150] [CE 3.500 (3.809)] [KD 1.580 (1.746)] +2024-10-20 19:05:36,971 - Train: 87.13% [1090000/1251000] [871.3/1000.0] [batch_t 0.452 (0.442)] [data_t 0.016] [optim_t 0.436] [lr 0.000150] [CE 3.523 (3.770)] [KD 1.652 (1.693)] +2024-10-20 19:05:59,136 - Train: 87.13% [1090050/1251000] [871.3/1000.0] [batch_t 0.437 (0.443)] [data_t 0.015] [optim_t 0.421] [lr 0.000150] [CE 3.847 (3.813)] [KD 1.754 (1.726)] +2024-10-20 19:06:21,358 - Train: 87.14% [1090100/1251000] [871.4/1000.0] [batch_t 0.471 (0.444)] [data_t 0.016] [optim_t 0.456] [lr 0.000150] [CE 4.012 (3.835)] [KD 1.907 (1.749)] +2024-10-20 19:06:42,578 - Train: 87.14% [1090150/1251000] [871.4/1000.0] [batch_t 0.429 (0.424)] [data_t 0.015] [optim_t 0.413] [lr 0.000150] [CE 4.221 (3.820)] [KD 2.045 (1.736)] +2024-10-20 19:07:03,729 - Train: 87.15% [1090200/1251000] [871.5/1000.0] [batch_t 0.392 (0.423)] [data_t 0.016] [optim_t 0.376] [lr 0.000149] [CE 3.362 (3.851)] [KD 1.548 (1.753)] +2024-10-20 19:07:24,851 - Train: 87.15% [1090250/1251000] [871.5/1000.0] [batch_t 0.376 (0.422)] [data_t 0.015] [optim_t 0.360] [lr 0.000149] [CE 3.940 (3.752)] [KD 1.764 (1.711)] +2024-10-20 19:07:46,240 - Train: 87.15% [1090300/1251000] [871.5/1000.0] [batch_t 0.443 (0.428)] [data_t 0.015] [optim_t 0.427] [lr 0.000149] [CE 3.623 (3.767)] [KD 1.732 (1.711)] +2024-10-20 19:08:07,264 - Train: 87.16% [1090350/1251000] [871.6/1000.0] [batch_t 0.379 (0.420)] [data_t 0.015] [optim_t 0.364] [lr 0.000149] [CE 3.681 (3.762)] [KD 1.729 (1.695)] +2024-10-20 19:08:29,009 - Train: 87.16% [1090400/1251000] [871.6/1000.0] [batch_t 0.364 (0.435)] [data_t 0.015] [optim_t 0.348] [lr 0.000149] [CE 3.940 (3.764)] [KD 1.720 (1.714)] +2024-10-20 19:08:50,583 - Train: 87.17% [1090450/1251000] [871.7/1000.0] [batch_t 0.417 (0.431)] [data_t 0.016] [optim_t 0.401] [lr 0.000149] [CE 4.094 (3.804)] [KD 1.778 (1.716)] +2024-10-20 19:09:12,063 - Train: 87.17% [1090500/1251000] [871.7/1000.0] [batch_t 0.378 (0.429)] [data_t 0.016] [optim_t 0.362] [lr 0.000149] [CE 3.821 (3.754)] [KD 1.736 (1.680)] +2024-10-20 19:09:33,894 - Train: 87.17% [1090550/1251000] [871.7/1000.0] [batch_t 0.444 (0.436)] [data_t 0.015] [optim_t 0.428] [lr 0.000149] [CE 3.550 (3.727)] [KD 1.533 (1.690)] +2024-10-20 19:09:55,606 - Train: 87.18% [1090600/1251000] [871.8/1000.0] [batch_t 0.407 (0.434)] [data_t 0.016] [optim_t 0.391] [lr 0.000149] [CE 4.259 (3.762)] [KD 1.949 (1.720)] +2024-10-20 19:10:17,669 - Train: 87.18% [1090650/1251000] [871.8/1000.0] [batch_t 0.483 (0.441)] [data_t 0.015] [optim_t 0.468] [lr 0.000149] [CE 4.234 (3.777)] [KD 1.929 (1.715)] +2024-10-20 19:10:39,348 - Train: 87.19% [1090700/1251000] [871.9/1000.0] [batch_t 0.444 (0.433)] [data_t 0.015] [optim_t 0.428] [lr 0.000149] [CE 3.787 (3.825)] [KD 1.677 (1.741)] +2024-10-20 19:11:00,973 - Train: 87.19% [1090750/1251000] [871.9/1000.0] [batch_t 0.427 (0.432)] [data_t 0.016] [optim_t 0.411] [lr 0.000149] [CE 4.448 (3.772)] [KD 2.072 (1.721)] +2024-10-20 19:11:22,336 - Train: 87.19% [1090800/1251000] [871.9/1000.0] [batch_t 0.407 (0.427)] [data_t 0.015] [optim_t 0.392] [lr 0.000149] [CE 3.655 (3.719)] [KD 1.737 (1.700)] +2024-10-20 19:11:44,093 - Train: 87.20% [1090850/1251000] [872.0/1000.0] [batch_t 0.419 (0.435)] [data_t 0.016] [optim_t 0.404] [lr 0.000148] [CE 4.073 (3.772)] [KD 1.840 (1.706)] +2024-10-20 19:12:15,278 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.445)] [top1_cnt 41214] [top5_cnt 48114] [top_all 50000] +2024-10-20 19:12:15,278 - net: 82.428 (96.228) +2024-10-20 19:12:37,244 - Test (net_E): 100.00% [50/50] [batch_t 0.136 (0.433)] [top1_cnt 41593] [top5_cnt 48259] [top_all 50000] +2024-10-20 19:12:37,245 - net_E: 83.186 (96.518) +2024-10-20 19:12:37,389 - Max [top1: 82.580 (epoch: 866)] [top1-ema: 83.256 (epoch: 868)] +2024-10-20 19:12:37,390 - ==> Total time: 5 days, 19:30:46 Eta: 20:28:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 19:12:54,003 - Train: 87.20% [1090900/1251000] [872.0/1000.0] [batch_t 0.370 (0.544)] [data_t 0.015] [optim_t 0.354] [lr 0.000148] [CE 4.088 (3.766)] [KD 1.825 (1.705)] +2024-10-20 19:13:16,217 - Train: 87.21% [1090950/1251000] [872.1/1000.0] [batch_t 0.475 (0.444)] [data_t 0.015] [optim_t 0.459] [lr 0.000148] [CE 4.035 (3.751)] [KD 1.841 (1.694)] +2024-10-20 19:13:37,751 - Train: 87.21% [1091000/1251000] [872.1/1000.0] [batch_t 0.434 (0.431)] [data_t 0.015] [optim_t 0.419] [lr 0.000148] [CE 3.818 (3.794)] [KD 1.752 (1.730)] +2024-10-20 19:13:58,446 - Train: 87.21% [1091050/1251000] [872.1/1000.0] [batch_t 0.439 (0.414)] [data_t 0.015] [optim_t 0.424] [lr 0.000148] [CE 3.528 (3.752)] [KD 1.602 (1.689)] +2024-10-20 19:14:20,516 - Train: 87.22% [1091100/1251000] [872.2/1000.0] [batch_t 0.473 (0.441)] [data_t 0.015] [optim_t 0.458] [lr 0.000148] [CE 3.773 (3.779)] [KD 1.700 (1.696)] +2024-10-20 19:14:41,796 - Train: 87.22% [1091150/1251000] [872.2/1000.0] [batch_t 0.383 (0.426)] [data_t 0.015] [optim_t 0.367] [lr 0.000148] [CE 3.601 (3.743)] [KD 1.601 (1.690)] +2024-10-20 19:15:02,346 - Train: 87.23% [1091200/1251000] [872.3/1000.0] [batch_t 0.431 (0.411)] [data_t 0.016] [optim_t 0.416] [lr 0.000148] [CE 4.120 (3.772)] [KD 1.759 (1.715)] +2024-10-20 19:15:22,977 - Train: 87.23% [1091250/1251000] [872.3/1000.0] [batch_t 0.396 (0.413)] [data_t 0.015] [optim_t 0.381] [lr 0.000148] [CE 3.995 (3.848)] [KD 1.688 (1.738)] +2024-10-20 19:15:43,532 - Train: 87.23% [1091300/1251000] [872.3/1000.0] [batch_t 0.435 (0.411)] [data_t 0.016] [optim_t 0.420] [lr 0.000148] [CE 4.055 (3.838)] [KD 1.920 (1.727)] +2024-10-20 19:16:05,753 - Train: 87.24% [1091350/1251000] [872.4/1000.0] [batch_t 0.527 (0.444)] [data_t 0.016] [optim_t 0.511] [lr 0.000148] [CE 3.865 (3.797)] [KD 1.701 (1.722)] +2024-10-20 19:16:28,081 - Train: 87.24% [1091400/1251000] [872.4/1000.0] [batch_t 0.386 (0.446)] [data_t 0.016] [optim_t 0.370] [lr 0.000148] [CE 2.988 (3.750)] [KD 1.366 (1.709)] +2024-10-20 19:16:50,326 - Train: 87.25% [1091450/1251000] [872.5/1000.0] [batch_t 0.540 (0.445)] [data_t 0.015] [optim_t 0.525] [lr 0.000148] [CE 3.682 (3.820)] [KD 1.586 (1.731)] +2024-10-20 19:17:11,614 - Train: 87.25% [1091500/1251000] [872.5/1000.0] [batch_t 0.398 (0.426)] [data_t 0.016] [optim_t 0.383] [lr 0.000148] [CE 3.609 (3.790)] [KD 1.636 (1.714)] +2024-10-20 19:17:33,587 - Train: 87.25% [1091550/1251000] [872.5/1000.0] [batch_t 0.443 (0.439)] [data_t 0.016] [optim_t 0.427] [lr 0.000147] [CE 3.296 (3.746)] [KD 1.425 (1.704)] +2024-10-20 19:17:55,435 - Train: 87.26% [1091600/1251000] [872.6/1000.0] [batch_t 0.396 (0.437)] [data_t 0.016] [optim_t 0.381] [lr 0.000147] [CE 3.816 (3.738)] [KD 1.779 (1.688)] +2024-10-20 19:18:17,861 - Train: 87.26% [1091650/1251000] [872.6/1000.0] [batch_t 0.479 (0.448)] [data_t 0.015] [optim_t 0.464] [lr 0.000147] [CE 3.578 (3.746)] [KD 1.583 (1.706)] +2024-10-20 19:18:39,974 - Train: 87.27% [1091700/1251000] [872.7/1000.0] [batch_t 0.417 (0.442)] [data_t 0.016] [optim_t 0.401] [lr 0.000147] [CE 3.852 (3.807)] [KD 1.692 (1.726)] +2024-10-20 19:19:02,616 - Train: 87.27% [1091750/1251000] [872.7/1000.0] [batch_t 0.405 (0.453)] [data_t 0.016] [optim_t 0.390] [lr 0.000147] [CE 3.559 (3.742)] [KD 1.541 (1.684)] +2024-10-20 19:19:24,573 - Train: 87.27% [1091800/1251000] [872.7/1000.0] [batch_t 0.420 (0.439)] [data_t 0.016] [optim_t 0.404] [lr 0.000147] [CE 4.006 (3.779)] [KD 1.738 (1.709)] +2024-10-20 19:19:46,789 - Train: 87.28% [1091850/1251000] [872.8/1000.0] [batch_t 0.456 (0.444)] [data_t 0.016] [optim_t 0.440] [lr 0.000147] [CE 3.675 (3.765)] [KD 1.708 (1.710)] +2024-10-20 19:20:08,991 - Train: 87.28% [1091900/1251000] [872.8/1000.0] [batch_t 0.454 (0.444)] [data_t 0.015] [optim_t 0.438] [lr 0.000147] [CE 4.158 (3.726)] [KD 1.864 (1.697)] +2024-10-20 19:20:31,599 - Train: 87.29% [1091950/1251000] [872.9/1000.0] [batch_t 0.508 (0.452)] [data_t 0.015] [optim_t 0.492] [lr 0.000147] [CE 3.556 (3.809)] [KD 1.612 (1.737)] +2024-10-20 19:20:53,552 - Train: 87.29% [1092000/1251000] [872.9/1000.0] [batch_t 0.384 (0.439)] [data_t 0.016] [optim_t 0.368] [lr 0.000147] [CE 3.745 (3.771)] [KD 1.770 (1.703)] +2024-10-20 19:21:16,074 - Train: 87.29% [1092050/1251000] [872.9/1000.0] [batch_t 0.444 (0.450)] [data_t 0.016] [optim_t 0.428] [lr 0.000147] [CE 3.794 (3.698)] [KD 1.790 (1.683)] +2024-10-20 19:21:37,257 - Train: 87.30% [1092100/1251000] [873.0/1000.0] [batch_t 0.423 (0.424)] [data_t 0.016] [optim_t 0.407] [lr 0.000147] [CE 4.299 (3.784)] [KD 1.875 (1.718)] +2024-10-20 19:22:07,828 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.427)] [top1_cnt 41259] [top5_cnt 48157] [top_all 50000] +2024-10-20 19:22:07,829 - net: 82.518 (96.314) +2024-10-20 19:22:30,310 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 41602] [top5_cnt 48264] [top_all 50000] +2024-10-20 19:22:30,311 - net_E: 83.204 (96.528) +2024-10-20 19:22:30,499 - Max [top1: 82.580 (epoch: 866)] [top1-ema: 83.256 (epoch: 868)] +2024-10-20 19:22:30,500 - ==> Total time: 5 days, 19:40:39 Eta: 20:19:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 19:22:46,639 - Train: 87.30% [1092150/1251000] [873.0/1000.0] [batch_t 0.360 (0.545)] [data_t 0.015] [optim_t 0.344] [lr 0.000147] [CE 3.814 (3.775)] [KD 1.708 (1.728)] +2024-10-20 19:23:08,509 - Train: 87.31% [1092200/1251000] [873.1/1000.0] [batch_t 0.361 (0.437)] [data_t 0.015] [optim_t 0.346] [lr 0.000147] [CE 3.787 (3.819)] [KD 1.717 (1.729)] +2024-10-20 19:23:29,696 - Train: 87.31% [1092250/1251000] [873.1/1000.0] [batch_t 0.430 (0.424)] [data_t 0.086] [optim_t 0.344] [lr 0.000146] [CE 3.580 (3.752)] [KD 1.577 (1.700)] +2024-10-20 19:23:50,770 - Train: 87.31% [1092300/1251000] [873.1/1000.0] [batch_t 0.416 (0.421)] [data_t 0.072] [optim_t 0.344] [lr 0.000146] [CE 3.666 (3.790)] [KD 1.711 (1.727)] +2024-10-20 19:24:12,382 - Train: 87.32% [1092350/1251000] [873.2/1000.0] [batch_t 0.436 (0.432)] [data_t 0.091] [optim_t 0.344] [lr 0.000146] [CE 3.667 (3.805)] [KD 1.687 (1.712)] +2024-10-20 19:24:33,160 - Train: 87.32% [1092400/1251000] [873.2/1000.0] [batch_t 0.403 (0.415)] [data_t 0.053] [optim_t 0.350] [lr 0.000146] [CE 3.475 (3.684)] [KD 1.635 (1.668)] +2024-10-20 19:24:54,985 - Train: 87.33% [1092450/1251000] [873.3/1000.0] [batch_t 0.470 (0.436)] [data_t 0.015] [optim_t 0.455] [lr 0.000146] [CE 3.358 (3.767)] [KD 1.624 (1.717)] +2024-10-20 19:25:16,980 - Train: 87.33% [1092500/1251000] [873.3/1000.0] [batch_t 0.434 (0.440)] [data_t 0.015] [optim_t 0.419] [lr 0.000146] [CE 4.008 (3.763)] [KD 1.852 (1.710)] +2024-10-20 19:25:39,015 - Train: 87.33% [1092550/1251000] [873.3/1000.0] [batch_t 0.367 (0.441)] [data_t 0.015] [optim_t 0.352] [lr 0.000146] [CE 3.918 (3.787)] [KD 1.822 (1.707)] +2024-10-20 19:26:00,557 - Train: 87.34% [1092600/1251000] [873.4/1000.0] [batch_t 0.428 (0.431)] [data_t 0.015] [optim_t 0.412] [lr 0.000146] [CE 3.311 (3.795)] [KD 1.460 (1.725)] +2024-10-20 19:26:22,114 - Train: 87.34% [1092650/1251000] [873.4/1000.0] [batch_t 0.431 (0.431)] [data_t 0.016] [optim_t 0.415] [lr 0.000146] [CE 4.170 (3.832)] [KD 1.920 (1.722)] +2024-10-20 19:26:44,151 - Train: 87.35% [1092700/1251000] [873.5/1000.0] [batch_t 0.453 (0.441)] [data_t 0.015] [optim_t 0.437] [lr 0.000146] [CE 4.430 (3.875)] [KD 2.037 (1.759)] +2024-10-20 19:27:05,983 - Train: 87.35% [1092750/1251000] [873.5/1000.0] [batch_t 0.445 (0.437)] [data_t 0.016] [optim_t 0.429] [lr 0.000146] [CE 3.535 (3.782)] [KD 1.462 (1.712)] +2024-10-20 19:27:27,120 - Train: 87.35% [1092800/1251000] [873.5/1000.0] [batch_t 0.394 (0.423)] [data_t 0.016] [optim_t 0.378] [lr 0.000146] [CE 3.819 (3.802)] [KD 1.667 (1.721)] +2024-10-20 19:27:47,869 - Train: 87.36% [1092850/1251000] [873.6/1000.0] [batch_t 0.545 (0.415)] [data_t 0.015] [optim_t 0.530] [lr 0.000146] [CE 4.568 (3.802)] [KD 2.003 (1.709)] +2024-10-20 19:28:07,556 - Train: 87.36% [1092900/1251000] [873.6/1000.0] [batch_t 0.398 (0.394)] [data_t 0.016] [optim_t 0.383] [lr 0.000146] [CE 4.263 (3.780)] [KD 1.931 (1.721)] +2024-10-20 19:28:28,704 - Train: 87.37% [1092950/1251000] [873.7/1000.0] [batch_t 0.407 (0.423)] [data_t 0.062] [optim_t 0.345] [lr 0.000145] [CE 3.573 (3.832)] [KD 1.547 (1.728)] +2024-10-20 19:28:50,084 - Train: 87.37% [1093000/1251000] [873.7/1000.0] [batch_t 0.458 (0.427)] [data_t 0.111] [optim_t 0.347] [lr 0.000145] [CE 4.123 (3.857)] [KD 2.044 (1.744)] +2024-10-20 19:29:11,621 - Train: 87.37% [1093050/1251000] [873.7/1000.0] [batch_t 0.460 (0.431)] [data_t 0.115] [optim_t 0.345] [lr 0.000145] [CE 3.481 (3.774)] [KD 1.516 (1.716)] +2024-10-20 19:29:32,718 - Train: 87.38% [1093100/1251000] [873.8/1000.0] [batch_t 0.392 (0.422)] [data_t 0.044] [optim_t 0.347] [lr 0.000145] [CE 3.817 (3.766)] [KD 1.663 (1.708)] +2024-10-20 19:29:53,917 - Train: 87.38% [1093150/1251000] [873.8/1000.0] [batch_t 0.417 (0.424)] [data_t 0.072] [optim_t 0.345] [lr 0.000145] [CE 4.258 (3.779)] [KD 2.120 (1.712)] +2024-10-20 19:30:15,377 - Train: 87.39% [1093200/1251000] [873.9/1000.0] [batch_t 0.446 (0.429)] [data_t 0.101] [optim_t 0.344] [lr 0.000145] [CE 3.404 (3.670)] [KD 1.436 (1.665)] +2024-10-20 19:30:36,585 - Train: 87.39% [1093250/1251000] [873.9/1000.0] [batch_t 0.429 (0.424)] [data_t 0.079] [optim_t 0.350] [lr 0.000145] [CE 3.760 (3.839)] [KD 1.762 (1.748)] +2024-10-20 19:30:58,184 - Train: 87.39% [1093300/1251000] [873.9/1000.0] [batch_t 0.464 (0.432)] [data_t 0.119] [optim_t 0.345] [lr 0.000145] [CE 3.762 (3.744)] [KD 1.561 (1.701)] +2024-10-20 19:31:19,764 - Train: 87.40% [1093350/1251000] [874.0/1000.0] [batch_t 0.472 (0.431)] [data_t 0.130] [optim_t 0.343] [lr 0.000145] [CE 3.640 (3.780)] [KD 1.656 (1.697)] +2024-10-20 19:31:51,541 - Test (net): 100.00% [50/50] [batch_t 0.156 (0.441)] [top1_cnt 41266] [top5_cnt 48096] [top_all 50000] +2024-10-20 19:31:51,542 - net: 82.532 (96.192) +2024-10-20 19:32:13,315 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41617] [top5_cnt 48258] [top_all 50000] +2024-10-20 19:32:13,316 - net_E: 83.234 (96.516) +2024-10-20 19:32:13,510 - Max [top1: 82.580 (epoch: 866)] [top1-ema: 83.256 (epoch: 868)] +2024-10-20 19:32:13,511 - ==> Total time: 5 days, 19:50:22 Eta: 20:09:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 19:32:29,628 - Train: 87.40% [1093400/1251000] [874.0/1000.0] [batch_t 0.361 (0.567)] [data_t 0.016] [optim_t 0.346] [lr 0.000145] [CE 3.690 (3.744)] [KD 1.679 (1.688)] +2024-10-20 19:32:51,410 - Train: 87.41% [1093450/1251000] [874.1/1000.0] [batch_t 0.480 (0.435)] [data_t 0.015] [optim_t 0.464] [lr 0.000145] [CE 4.109 (3.808)] [KD 1.925 (1.720)] +2024-10-20 19:33:14,235 - Train: 87.41% [1093500/1251000] [874.1/1000.0] [batch_t 0.526 (0.456)] [data_t 0.015] [optim_t 0.510] [lr 0.000145] [CE 4.291 (3.703)] [KD 2.156 (1.672)] +2024-10-20 19:33:36,392 - Train: 87.41% [1093550/1251000] [874.1/1000.0] [batch_t 0.404 (0.443)] [data_t 0.015] [optim_t 0.389] [lr 0.000145] [CE 4.053 (3.765)] [KD 1.790 (1.699)] +2024-10-20 19:33:58,530 - Train: 87.42% [1093600/1251000] [874.2/1000.0] [batch_t 0.452 (0.443)] [data_t 0.016] [optim_t 0.436] [lr 0.000145] [CE 3.957 (3.822)] [KD 1.769 (1.745)] +2024-10-20 19:34:21,154 - Train: 87.42% [1093650/1251000] [874.2/1000.0] [batch_t 0.481 (0.452)] [data_t 0.015] [optim_t 0.466] [lr 0.000144] [CE 3.460 (3.832)] [KD 1.515 (1.739)] +2024-10-20 19:34:42,720 - Train: 87.43% [1093700/1251000] [874.3/1000.0] [batch_t 0.380 (0.431)] [data_t 0.015] [optim_t 0.364] [lr 0.000144] [CE 3.860 (3.773)] [KD 1.784 (1.717)] +2024-10-20 19:35:04,561 - Train: 87.43% [1093750/1251000] [874.3/1000.0] [batch_t 0.523 (0.437)] [data_t 0.016] [optim_t 0.507] [lr 0.000144] [CE 3.567 (3.831)] [KD 1.662 (1.748)] +2024-10-20 19:35:26,129 - Train: 87.43% [1093800/1251000] [874.3/1000.0] [batch_t 0.427 (0.431)] [data_t 0.016] [optim_t 0.411] [lr 0.000144] [CE 3.708 (3.701)] [KD 1.789 (1.667)] +2024-10-20 19:35:48,022 - Train: 87.44% [1093850/1251000] [874.4/1000.0] [batch_t 0.460 (0.438)] [data_t 0.015] [optim_t 0.444] [lr 0.000144] [CE 3.652 (3.717)] [KD 1.619 (1.675)] +2024-10-20 19:36:09,970 - Train: 87.44% [1093900/1251000] [874.4/1000.0] [batch_t 0.441 (0.439)] [data_t 0.016] [optim_t 0.426] [lr 0.000144] [CE 3.775 (3.791)] [KD 1.681 (1.714)] +2024-10-20 19:36:31,613 - Train: 87.45% [1093950/1251000] [874.5/1000.0] [batch_t 0.424 (0.433)] [data_t 0.015] [optim_t 0.408] [lr 0.000144] [CE 3.948 (3.860)] [KD 1.884 (1.750)] +2024-10-20 19:36:53,600 - Train: 87.45% [1094000/1251000] [874.5/1000.0] [batch_t 0.368 (0.440)] [data_t 0.016] [optim_t 0.353] [lr 0.000144] [CE 4.083 (3.784)] [KD 1.835 (1.695)] +2024-10-20 19:37:15,824 - Train: 87.45% [1094050/1251000] [874.5/1000.0] [batch_t 0.361 (0.444)] [data_t 0.016] [optim_t 0.346] [lr 0.000144] [CE 3.777 (3.770)] [KD 1.719 (1.700)] +2024-10-20 19:37:38,962 - Train: 87.46% [1094100/1251000] [874.6/1000.0] [batch_t 0.361 (0.463)] [data_t 0.015] [optim_t 0.346] [lr 0.000144] [CE 4.303 (3.768)] [KD 1.979 (1.689)] +2024-10-20 19:38:00,907 - Train: 87.46% [1094150/1251000] [874.6/1000.0] [batch_t 0.437 (0.439)] [data_t 0.016] [optim_t 0.421] [lr 0.000144] [CE 3.890 (3.743)] [KD 1.904 (1.676)] +2024-10-20 19:38:22,828 - Train: 87.47% [1094200/1251000] [874.7/1000.0] [batch_t 0.462 (0.438)] [data_t 0.015] [optim_t 0.447] [lr 0.000144] [CE 3.530 (3.753)] [KD 1.611 (1.701)] +2024-10-20 19:38:44,918 - Train: 87.47% [1094250/1251000] [874.7/1000.0] [batch_t 0.424 (0.442)] [data_t 0.016] [optim_t 0.408] [lr 0.000144] [CE 3.109 (3.741)] [KD 1.433 (1.688)] +2024-10-20 19:39:06,638 - Train: 87.47% [1094300/1251000] [874.7/1000.0] [batch_t 0.477 (0.434)] [data_t 0.016] [optim_t 0.461] [lr 0.000144] [CE 3.739 (3.791)] [KD 1.787 (1.707)] +2024-10-20 19:39:29,428 - Train: 87.48% [1094350/1251000] [874.8/1000.0] [batch_t 0.462 (0.456)] [data_t 0.015] [optim_t 0.447] [lr 0.000143] [CE 3.897 (3.759)] [KD 1.870 (1.694)] +2024-10-20 19:39:52,638 - Train: 87.48% [1094400/1251000] [874.8/1000.0] [batch_t 0.423 (0.464)] [data_t 0.015] [optim_t 0.408] [lr 0.000143] [CE 3.608 (3.809)] [KD 1.633 (1.724)] +2024-10-20 19:40:14,031 - Train: 87.49% [1094450/1251000] [874.9/1000.0] [batch_t 0.495 (0.428)] [data_t 0.015] [optim_t 0.480] [lr 0.000143] [CE 3.450 (3.770)] [KD 1.612 (1.705)] +2024-10-20 19:40:36,015 - Train: 87.49% [1094500/1251000] [874.9/1000.0] [batch_t 0.505 (0.440)] [data_t 0.159] [optim_t 0.346] [lr 0.000143] [CE 4.131 (3.801)] [KD 1.835 (1.726)] +2024-10-20 19:40:58,134 - Train: 87.49% [1094550/1251000] [874.9/1000.0] [batch_t 0.441 (0.442)] [data_t 0.095] [optim_t 0.346] [lr 0.000143] [CE 3.868 (3.836)] [KD 1.722 (1.726)] +2024-10-20 19:41:20,739 - Train: 87.50% [1094600/1251000] [875.0/1000.0] [batch_t 0.432 (0.452)] [data_t 0.085] [optim_t 0.347] [lr 0.000143] [CE 3.320 (3.723)] [KD 1.569 (1.697)] +2024-10-20 19:41:53,132 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 41326] [top5_cnt 48108] [top_all 50000] +2024-10-20 19:41:53,133 - net: 82.652 (96.216) +2024-10-20 19:42:15,288 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41620] [top5_cnt 48247] [top_all 50000] +2024-10-20 19:42:15,289 - net_E: 83.240 (96.494) +2024-10-20 19:42:15,456 - Max [top1: 82.652 (epoch: 875)] [top1-ema: 83.256 (epoch: 868)] +2024-10-20 19:42:15,456 - ==> Total time: 5 days, 20:00:24 Eta: 20:00:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 19:42:33,032 - Train: 87.50% [1094650/1251000] [875.0/1000.0] [batch_t 0.364 (0.509)] [data_t 0.016] [optim_t 0.348] [lr 0.000143] [CE 3.398 (3.837)] [KD 1.577 (1.736)] +2024-10-20 19:42:52,789 - Train: 87.51% [1094700/1251000] [875.1/1000.0] [batch_t 0.398 (0.395)] [data_t 0.015] [optim_t 0.383] [lr 0.000143] [CE 3.743 (3.767)] [KD 1.722 (1.688)] +2024-10-20 19:43:13,885 - Train: 87.51% [1094750/1251000] [875.1/1000.0] [batch_t 0.418 (0.422)] [data_t 0.015] [optim_t 0.402] [lr 0.000143] [CE 3.705 (3.708)] [KD 1.737 (1.665)] +2024-10-20 19:43:35,226 - Train: 87.51% [1094800/1251000] [875.1/1000.0] [batch_t 0.395 (0.427)] [data_t 0.015] [optim_t 0.380] [lr 0.000143] [CE 3.636 (3.746)] [KD 1.567 (1.697)] +2024-10-20 19:43:56,932 - Train: 87.52% [1094850/1251000] [875.2/1000.0] [batch_t 0.361 (0.434)] [data_t 0.015] [optim_t 0.346] [lr 0.000143] [CE 4.383 (3.778)] [KD 1.962 (1.690)] +2024-10-20 19:44:18,954 - Train: 87.52% [1094900/1251000] [875.2/1000.0] [batch_t 0.393 (0.440)] [data_t 0.015] [optim_t 0.378] [lr 0.000143] [CE 3.571 (3.695)] [KD 1.506 (1.652)] +2024-10-20 19:44:40,961 - Train: 87.53% [1094950/1251000] [875.3/1000.0] [batch_t 0.361 (0.440)] [data_t 0.015] [optim_t 0.346] [lr 0.000143] [CE 3.469 (3.740)] [KD 1.478 (1.688)] +2024-10-20 19:45:02,466 - Train: 87.53% [1095000/1251000] [875.3/1000.0] [batch_t 0.479 (0.430)] [data_t 0.015] [optim_t 0.464] [lr 0.000143] [CE 3.823 (3.775)] [KD 1.770 (1.703)] +2024-10-20 19:45:23,361 - Train: 87.53% [1095050/1251000] [875.3/1000.0] [batch_t 0.443 (0.418)] [data_t 0.016] [optim_t 0.427] [lr 0.000142] [CE 3.710 (3.733)] [KD 1.612 (1.689)] +2024-10-20 19:45:45,290 - Train: 87.54% [1095100/1251000] [875.4/1000.0] [batch_t 0.444 (0.438)] [data_t 0.091] [optim_t 0.354] [lr 0.000142] [CE 3.661 (3.678)] [KD 1.744 (1.686)] +2024-10-20 19:46:07,629 - Train: 87.54% [1095150/1251000] [875.4/1000.0] [batch_t 0.448 (0.447)] [data_t 0.103] [optim_t 0.345] [lr 0.000142] [CE 3.567 (3.837)] [KD 1.568 (1.728)] +2024-10-20 19:46:29,699 - Train: 87.55% [1095200/1251000] [875.5/1000.0] [batch_t 0.449 (0.441)] [data_t 0.104] [optim_t 0.345] [lr 0.000142] [CE 3.684 (3.707)] [KD 1.600 (1.664)] +2024-10-20 19:46:51,790 - Train: 87.55% [1095250/1251000] [875.5/1000.0] [batch_t 0.398 (0.442)] [data_t 0.051] [optim_t 0.348] [lr 0.000142] [CE 4.171 (3.758)] [KD 1.897 (1.695)] +2024-10-20 19:47:13,678 - Train: 87.55% [1095300/1251000] [875.5/1000.0] [batch_t 0.396 (0.438)] [data_t 0.050] [optim_t 0.345] [lr 0.000142] [CE 3.576 (3.717)] [KD 1.468 (1.667)] +2024-10-20 19:47:35,370 - Train: 87.56% [1095350/1251000] [875.6/1000.0] [batch_t 0.459 (0.434)] [data_t 0.115] [optim_t 0.344] [lr 0.000142] [CE 3.721 (3.719)] [KD 1.619 (1.675)] +2024-10-20 19:47:57,757 - Train: 87.56% [1095400/1251000] [875.6/1000.0] [batch_t 0.444 (0.448)] [data_t 0.099] [optim_t 0.345] [lr 0.000142] [CE 3.923 (3.842)] [KD 1.787 (1.730)] +2024-10-20 19:48:19,495 - Train: 87.57% [1095450/1251000] [875.7/1000.0] [batch_t 0.393 (0.435)] [data_t 0.049] [optim_t 0.343] [lr 0.000142] [CE 3.709 (3.682)] [KD 1.650 (1.666)] +2024-10-20 19:48:41,742 - Train: 87.57% [1095500/1251000] [875.7/1000.0] [batch_t 0.419 (0.445)] [data_t 0.075] [optim_t 0.344] [lr 0.000142] [CE 4.005 (3.768)] [KD 1.795 (1.697)] +2024-10-20 19:49:04,256 - Train: 87.57% [1095550/1251000] [875.7/1000.0] [batch_t 0.361 (0.450)] [data_t 0.015] [optim_t 0.345] [lr 0.000142] [CE 3.787 (3.726)] [KD 1.820 (1.678)] +2024-10-20 19:49:26,556 - Train: 87.58% [1095600/1251000] [875.8/1000.0] [batch_t 0.451 (0.446)] [data_t 0.105] [optim_t 0.347] [lr 0.000142] [CE 3.854 (3.806)] [KD 1.773 (1.724)] +2024-10-20 19:49:49,022 - Train: 87.58% [1095650/1251000] [875.8/1000.0] [batch_t 0.920 (0.449)] [data_t 0.575] [optim_t 0.344] [lr 0.000142] [CE 4.068 (3.795)] [KD 1.996 (1.714)] +2024-10-20 19:50:10,948 - Train: 87.59% [1095700/1251000] [875.9/1000.0] [batch_t 0.480 (0.438)] [data_t 0.015] [optim_t 0.465] [lr 0.000142] [CE 3.265 (3.816)] [KD 1.483 (1.732)] +2024-10-20 19:50:32,974 - Train: 87.59% [1095750/1251000] [875.9/1000.0] [batch_t 0.452 (0.440)] [data_t 0.069] [optim_t 0.383] [lr 0.000141] [CE 3.670 (3.795)] [KD 1.718 (1.703)] +2024-10-20 19:50:55,370 - Train: 87.59% [1095800/1251000] [875.9/1000.0] [batch_t 0.405 (0.448)] [data_t 0.016] [optim_t 0.390] [lr 0.000141] [CE 3.999 (3.717)] [KD 1.865 (1.669)] +2024-10-20 19:51:16,996 - Train: 87.60% [1095850/1251000] [876.0/1000.0] [batch_t 0.362 (0.432)] [data_t 0.016] [optim_t 0.347] [lr 0.000141] [CE 3.224 (3.730)] [KD 1.416 (1.665)] +2024-10-20 19:51:48,844 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41206] [top5_cnt 48122] [top_all 50000] +2024-10-20 19:51:48,845 - net: 82.412 (96.244) +2024-10-20 19:52:10,594 - Test (net_E): 100.00% [50/50] [batch_t 0.130 (0.426)] [top1_cnt 41615] [top5_cnt 48254] [top_all 50000] +2024-10-20 19:52:10,595 - net_E: 83.230 (96.508) +2024-10-20 19:52:10,756 - Max [top1: 82.652 (epoch: 875)] [top1-ema: 83.256 (epoch: 868)] +2024-10-20 19:52:10,756 - ==> Total time: 5 days, 20:10:19 Eta: 19:50:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 19:52:26,411 - Train: 87.60% [1095900/1251000] [876.0/1000.0] [batch_t 0.362 (0.585)] [data_t 0.016] [optim_t 0.346] [lr 0.000141] [CE 4.203 (3.762)] [KD 1.879 (1.686)] +2024-10-20 19:52:47,726 - Train: 87.61% [1095950/1251000] [876.1/1000.0] [batch_t 0.502 (0.426)] [data_t 0.015] [optim_t 0.487] [lr 0.000141] [CE 4.098 (3.721)] [KD 1.788 (1.683)] +2024-10-20 19:53:09,937 - Train: 87.61% [1096000/1251000] [876.1/1000.0] [batch_t 0.447 (0.444)] [data_t 0.015] [optim_t 0.431] [lr 0.000141] [CE 3.571 (3.767)] [KD 1.682 (1.691)] +2024-10-20 19:53:31,723 - Train: 87.61% [1096050/1251000] [876.1/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.346] [lr 0.000141] [CE 4.171 (3.769)] [KD 1.966 (1.696)] +2024-10-20 19:53:53,125 - Train: 87.62% [1096100/1251000] [876.2/1000.0] [batch_t 0.446 (0.428)] [data_t 0.015] [optim_t 0.430] [lr 0.000141] [CE 3.785 (3.746)] [KD 1.803 (1.668)] +2024-10-20 19:54:14,420 - Train: 87.62% [1096150/1251000] [876.2/1000.0] [batch_t 0.383 (0.426)] [data_t 0.015] [optim_t 0.368] [lr 0.000141] [CE 3.960 (3.769)] [KD 1.821 (1.700)] +2024-10-20 19:54:36,084 - Train: 87.63% [1096200/1251000] [876.3/1000.0] [batch_t 0.373 (0.433)] [data_t 0.015] [optim_t 0.357] [lr 0.000141] [CE 3.656 (3.697)] [KD 1.631 (1.656)] +2024-10-20 19:54:57,773 - Train: 87.63% [1096250/1251000] [876.3/1000.0] [batch_t 0.407 (0.434)] [data_t 0.015] [optim_t 0.392] [lr 0.000141] [CE 3.711 (3.742)] [KD 1.766 (1.689)] +2024-10-20 19:55:19,871 - Train: 87.63% [1096300/1251000] [876.3/1000.0] [batch_t 0.420 (0.442)] [data_t 0.015] [optim_t 0.405] [lr 0.000141] [CE 3.713 (3.805)] [KD 1.757 (1.699)] +2024-10-20 19:55:41,489 - Train: 87.64% [1096350/1251000] [876.4/1000.0] [batch_t 0.440 (0.432)] [data_t 0.015] [optim_t 0.424] [lr 0.000141] [CE 3.851 (3.800)] [KD 1.770 (1.719)] +2024-10-20 19:56:03,405 - Train: 87.64% [1096400/1251000] [876.4/1000.0] [batch_t 0.486 (0.438)] [data_t 0.015] [optim_t 0.471] [lr 0.000141] [CE 3.517 (3.782)] [KD 1.632 (1.701)] +2024-10-20 19:56:25,273 - Train: 87.65% [1096450/1251000] [876.5/1000.0] [batch_t 0.442 (0.437)] [data_t 0.015] [optim_t 0.426] [lr 0.000140] [CE 4.155 (3.772)] [KD 1.852 (1.689)] +2024-10-20 19:56:46,951 - Train: 87.65% [1096500/1251000] [876.5/1000.0] [batch_t 0.382 (0.433)] [data_t 0.015] [optim_t 0.366] [lr 0.000140] [CE 3.827 (3.789)] [KD 1.701 (1.717)] +2024-10-20 19:57:09,115 - Train: 87.65% [1096550/1251000] [876.5/1000.0] [batch_t 0.417 (0.443)] [data_t 0.015] [optim_t 0.402] [lr 0.000140] [CE 3.605 (3.756)] [KD 1.644 (1.674)] +2024-10-20 19:57:30,794 - Train: 87.66% [1096600/1251000] [876.6/1000.0] [batch_t 0.475 (0.433)] [data_t 0.015] [optim_t 0.459] [lr 0.000140] [CE 3.618 (3.788)] [KD 1.757 (1.704)] +2024-10-20 19:57:52,622 - Train: 87.66% [1096650/1251000] [876.6/1000.0] [batch_t 0.445 (0.436)] [data_t 0.015] [optim_t 0.430] [lr 0.000140] [CE 3.946 (3.793)] [KD 1.825 (1.691)] +2024-10-20 19:58:14,436 - Train: 87.67% [1096700/1251000] [876.7/1000.0] [batch_t 0.514 (0.436)] [data_t 0.015] [optim_t 0.499] [lr 0.000140] [CE 3.502 (3.801)] [KD 1.597 (1.717)] +2024-10-20 19:58:35,299 - Train: 87.67% [1096750/1251000] [876.7/1000.0] [batch_t 0.489 (0.417)] [data_t 0.015] [optim_t 0.474] [lr 0.000140] [CE 3.800 (3.853)] [KD 1.709 (1.743)] +2024-10-20 19:58:56,670 - Train: 87.67% [1096800/1251000] [876.7/1000.0] [batch_t 0.480 (0.427)] [data_t 0.015] [optim_t 0.465] [lr 0.000140] [CE 3.664 (3.864)] [KD 1.564 (1.756)] +2024-10-20 19:59:17,429 - Train: 87.68% [1096850/1251000] [876.8/1000.0] [batch_t 0.423 (0.415)] [data_t 0.016] [optim_t 0.408] [lr 0.000140] [CE 4.085 (3.744)] [KD 1.877 (1.689)] +2024-10-20 19:59:38,860 - Train: 87.68% [1096900/1251000] [876.8/1000.0] [batch_t 0.479 (0.429)] [data_t 0.015] [optim_t 0.464] [lr 0.000140] [CE 3.923 (3.823)] [KD 1.813 (1.730)] +2024-10-20 20:00:00,337 - Train: 87.69% [1096950/1251000] [876.9/1000.0] [batch_t 0.413 (0.429)] [data_t 0.015] [optim_t 0.398] [lr 0.000140] [CE 3.816 (3.801)] [KD 1.618 (1.720)] +2024-10-20 20:00:22,488 - Train: 87.69% [1097000/1251000] [876.9/1000.0] [batch_t 0.408 (0.443)] [data_t 0.015] [optim_t 0.393] [lr 0.000140] [CE 3.863 (3.821)] [KD 1.717 (1.696)] +2024-10-20 20:00:44,645 - Train: 87.69% [1097050/1251000] [876.9/1000.0] [batch_t 0.389 (0.443)] [data_t 0.015] [optim_t 0.374] [lr 0.000140] [CE 3.582 (3.822)] [KD 1.546 (1.720)] +2024-10-20 20:01:06,847 - Train: 87.70% [1097100/1251000] [877.0/1000.0] [batch_t 0.404 (0.444)] [data_t 0.015] [optim_t 0.389] [lr 0.000140] [CE 3.450 (3.767)] [KD 1.502 (1.693)] +2024-10-20 20:01:39,308 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41275] [top5_cnt 48125] [top_all 50000] +2024-10-20 20:01:39,308 - net: 82.550 (96.250) +2024-10-20 20:02:01,118 - Test (net_E): 100.00% [50/50] [batch_t 0.145 (0.429)] [top1_cnt 41626] [top5_cnt 48244] [top_all 50000] +2024-10-20 20:02:01,118 - net_E: 83.252 (96.488) +2024-10-20 20:02:01,263 - Max [top1: 82.652 (epoch: 875)] [top1-ema: 83.256 (epoch: 868)] +2024-10-20 20:02:01,264 - ==> Total time: 5 days, 20:20:09 Eta: 19:40:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 20:02:16,288 - Train: 87.70% [1097150/1251000] [877.0/1000.0] [batch_t 0.366 (0.592)] [data_t 0.015] [optim_t 0.350] [lr 0.000139] [CE 3.879 (3.746)] [KD 1.844 (1.665)] +2024-10-20 20:02:38,416 - Train: 87.71% [1097200/1251000] [877.1/1000.0] [batch_t 0.366 (0.442)] [data_t 0.015] [optim_t 0.350] [lr 0.000139] [CE 4.156 (3.805)] [KD 1.811 (1.715)] +2024-10-20 20:03:00,292 - Train: 87.71% [1097250/1251000] [877.1/1000.0] [batch_t 0.492 (0.437)] [data_t 0.015] [optim_t 0.477] [lr 0.000139] [CE 3.839 (3.807)] [KD 1.693 (1.722)] +2024-10-20 20:03:22,710 - Train: 87.71% [1097300/1251000] [877.1/1000.0] [batch_t 0.439 (0.448)] [data_t 0.016] [optim_t 0.423] [lr 0.000139] [CE 3.679 (3.746)] [KD 1.723 (1.675)] +2024-10-20 20:03:45,457 - Train: 87.72% [1097350/1251000] [877.2/1000.0] [batch_t 0.626 (0.455)] [data_t 0.015] [optim_t 0.611] [lr 0.000139] [CE 3.169 (3.820)] [KD 1.437 (1.721)] +2024-10-20 20:04:07,204 - Train: 87.72% [1097400/1251000] [877.2/1000.0] [batch_t 0.387 (0.435)] [data_t 0.015] [optim_t 0.372] [lr 0.000139] [CE 3.748 (3.826)] [KD 1.689 (1.717)] +2024-10-20 20:04:29,520 - Train: 87.73% [1097450/1251000] [877.3/1000.0] [batch_t 0.476 (0.446)] [data_t 0.015] [optim_t 0.460] [lr 0.000139] [CE 3.200 (3.732)] [KD 1.397 (1.685)] +2024-10-20 20:04:51,252 - Train: 87.73% [1097500/1251000] [877.3/1000.0] [batch_t 0.452 (0.435)] [data_t 0.015] [optim_t 0.437] [lr 0.000139] [CE 3.605 (3.825)] [KD 1.604 (1.731)] +2024-10-20 20:05:13,156 - Train: 87.73% [1097550/1251000] [877.3/1000.0] [batch_t 0.485 (0.438)] [data_t 0.015] [optim_t 0.469] [lr 0.000139] [CE 3.983 (3.831)] [KD 1.786 (1.727)] +2024-10-20 20:05:34,824 - Train: 87.74% [1097600/1251000] [877.4/1000.0] [batch_t 0.363 (0.433)] [data_t 0.016] [optim_t 0.347] [lr 0.000139] [CE 3.700 (3.755)] [KD 1.604 (1.679)] +2024-10-20 20:05:56,353 - Train: 87.74% [1097650/1251000] [877.4/1000.0] [batch_t 0.423 (0.430)] [data_t 0.015] [optim_t 0.407] [lr 0.000139] [CE 3.758 (3.808)] [KD 1.676 (1.714)] +2024-10-20 20:06:18,316 - Train: 87.75% [1097700/1251000] [877.5/1000.0] [batch_t 0.441 (0.439)] [data_t 0.016] [optim_t 0.425] [lr 0.000139] [CE 3.767 (3.740)] [KD 1.768 (1.682)] +2024-10-20 20:06:41,061 - Train: 87.75% [1097750/1251000] [877.5/1000.0] [batch_t 0.358 (0.455)] [data_t 0.016] [optim_t 0.343] [lr 0.000139] [CE 3.784 (3.740)] [KD 1.750 (1.675)] +2024-10-20 20:07:02,900 - Train: 87.75% [1097800/1251000] [877.5/1000.0] [batch_t 0.364 (0.437)] [data_t 0.015] [optim_t 0.349] [lr 0.000139] [CE 3.955 (3.750)] [KD 1.669 (1.691)] +2024-10-20 20:07:24,572 - Train: 87.76% [1097850/1251000] [877.6/1000.0] [batch_t 0.424 (0.433)] [data_t 0.015] [optim_t 0.408] [lr 0.000138] [CE 3.924 (3.818)] [KD 1.718 (1.727)] +2024-10-20 20:07:46,435 - Train: 87.76% [1097900/1251000] [877.6/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.000138] [CE 4.056 (3.806)] [KD 1.882 (1.711)] +2024-10-20 20:08:07,844 - Train: 87.77% [1097950/1251000] [877.7/1000.0] [batch_t 0.481 (0.428)] [data_t 0.015] [optim_t 0.465] [lr 0.000138] [CE 3.785 (3.804)] [KD 1.731 (1.714)] +2024-10-20 20:08:29,323 - Train: 87.77% [1098000/1251000] [877.7/1000.0] [batch_t 0.416 (0.429)] [data_t 0.015] [optim_t 0.401] [lr 0.000138] [CE 3.536 (3.749)] [KD 1.601 (1.674)] +2024-10-20 20:08:51,578 - Train: 87.77% [1098050/1251000] [877.7/1000.0] [batch_t 0.363 (0.445)] [data_t 0.015] [optim_t 0.348] [lr 0.000138] [CE 3.214 (3.770)] [KD 1.313 (1.687)] +2024-10-20 20:09:13,548 - Train: 87.78% [1098100/1251000] [877.8/1000.0] [batch_t 0.453 (0.439)] [data_t 0.015] [optim_t 0.437] [lr 0.000138] [CE 3.361 (3.751)] [KD 1.541 (1.682)] +2024-10-20 20:09:35,372 - Train: 87.78% [1098150/1251000] [877.8/1000.0] [batch_t 0.467 (0.436)] [data_t 0.015] [optim_t 0.452] [lr 0.000138] [CE 4.283 (3.825)] [KD 1.879 (1.730)] +2024-10-20 20:09:56,728 - Train: 87.79% [1098200/1251000] [877.9/1000.0] [batch_t 0.373 (0.427)] [data_t 0.015] [optim_t 0.358] [lr 0.000138] [CE 3.991 (3.733)] [KD 1.824 (1.702)] +2024-10-20 20:10:18,973 - Train: 87.79% [1098250/1251000] [877.9/1000.0] [batch_t 0.494 (0.445)] [data_t 0.015] [optim_t 0.478] [lr 0.000138] [CE 3.735 (3.794)] [KD 1.527 (1.722)] +2024-10-20 20:10:41,544 - Train: 87.79% [1098300/1251000] [877.9/1000.0] [batch_t 0.363 (0.451)] [data_t 0.016] [optim_t 0.348] [lr 0.000138] [CE 3.367 (3.774)] [KD 1.403 (1.703)] +2024-10-20 20:11:03,603 - Train: 87.80% [1098350/1251000] [878.0/1000.0] [batch_t 0.490 (0.441)] [data_t 0.015] [optim_t 0.474] [lr 0.000138] [CE 3.574 (3.743)] [KD 1.661 (1.677)] +2024-10-20 20:11:36,760 - Test (net): 100.00% [50/50] [batch_t 0.164 (0.440)] [top1_cnt 41286] [top5_cnt 48133] [top_all 50000] +2024-10-20 20:11:36,761 - net: 82.572 (96.266) +2024-10-20 20:11:58,618 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 41618] [top5_cnt 48256] [top_all 50000] +2024-10-20 20:11:58,619 - net_E: 83.236 (96.512) +2024-10-20 20:11:58,775 - Max [top1: 82.652 (epoch: 875)] [top1-ema: 83.256 (epoch: 868)] +2024-10-20 20:11:58,776 - ==> Total time: 5 days, 20:30:07 Eta: 19:31:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 20:12:13,403 - Train: 87.80% [1098400/1251000] [878.0/1000.0] [batch_t 0.359 (0.602)] [data_t 0.015] [optim_t 0.344] [lr 0.000138] [CE 4.348 (3.812)] [KD 2.018 (1.741)] +2024-10-20 20:12:35,261 - Train: 87.81% [1098450/1251000] [878.1/1000.0] [batch_t 0.475 (0.437)] [data_t 0.132] [optim_t 0.342] [lr 0.000138] [CE 3.740 (3.768)] [KD 1.559 (1.686)] +2024-10-20 20:12:58,022 - Train: 87.81% [1098500/1251000] [878.1/1000.0] [batch_t 0.438 (0.455)] [data_t 0.091] [optim_t 0.346] [lr 0.000138] [CE 3.679 (3.683)] [KD 1.555 (1.641)] +2024-10-20 20:13:20,177 - Train: 87.81% [1098550/1251000] [878.1/1000.0] [batch_t 0.433 (0.443)] [data_t 0.093] [optim_t 0.340] [lr 0.000138] [CE 3.785 (3.782)] [KD 1.619 (1.694)] +2024-10-20 20:13:41,732 - Train: 87.82% [1098600/1251000] [878.2/1000.0] [batch_t 0.421 (0.431)] [data_t 0.079] [optim_t 0.342] [lr 0.000137] [CE 3.840 (3.813)] [KD 1.712 (1.726)] +2024-10-20 20:14:02,920 - Train: 87.82% [1098650/1251000] [878.2/1000.0] [batch_t 0.433 (0.424)] [data_t 0.091] [optim_t 0.342] [lr 0.000137] [CE 3.796 (3.776)] [KD 1.767 (1.685)] +2024-10-20 20:14:24,257 - Train: 87.83% [1098700/1251000] [878.3/1000.0] [batch_t 0.456 (0.427)] [data_t 0.015] [optim_t 0.441] [lr 0.000137] [CE 3.763 (3.735)] [KD 1.619 (1.668)] +2024-10-20 20:14:46,559 - Train: 87.83% [1098750/1251000] [878.3/1000.0] [batch_t 0.362 (0.446)] [data_t 0.015] [optim_t 0.347] [lr 0.000137] [CE 3.521 (3.684)] [KD 1.545 (1.661)] +2024-10-20 20:15:08,680 - Train: 87.83% [1098800/1251000] [878.3/1000.0] [batch_t 0.360 (0.442)] [data_t 0.015] [optim_t 0.344] [lr 0.000137] [CE 3.819 (3.747)] [KD 1.630 (1.694)] +2024-10-20 20:15:29,851 - Train: 87.84% [1098850/1251000] [878.4/1000.0] [batch_t 0.521 (0.423)] [data_t 0.016] [optim_t 0.505] [lr 0.000137] [CE 3.848 (3.766)] [KD 1.648 (1.709)] +2024-10-20 20:15:50,799 - Train: 87.84% [1098900/1251000] [878.4/1000.0] [batch_t 0.466 (0.419)] [data_t 0.015] [optim_t 0.451] [lr 0.000137] [CE 3.553 (3.770)] [KD 1.489 (1.683)] +2024-10-20 20:16:12,135 - Train: 87.85% [1098950/1251000] [878.5/1000.0] [batch_t 0.363 (0.427)] [data_t 0.015] [optim_t 0.348] [lr 0.000137] [CE 3.356 (3.699)] [KD 1.447 (1.642)] +2024-10-20 20:16:34,054 - Train: 87.85% [1099000/1251000] [878.5/1000.0] [batch_t 0.386 (0.438)] [data_t 0.016] [optim_t 0.370] [lr 0.000137] [CE 3.691 (3.795)] [KD 1.684 (1.700)] +2024-10-20 20:16:55,830 - Train: 87.85% [1099050/1251000] [878.5/1000.0] [batch_t 0.477 (0.435)] [data_t 0.015] [optim_t 0.462] [lr 0.000137] [CE 4.210 (3.757)] [KD 2.042 (1.691)] +2024-10-20 20:17:17,580 - Train: 87.86% [1099100/1251000] [878.6/1000.0] [batch_t 0.402 (0.435)] [data_t 0.015] [optim_t 0.386] [lr 0.000137] [CE 3.918 (3.775)] [KD 1.855 (1.709)] +2024-10-20 20:17:38,455 - Train: 87.86% [1099150/1251000] [878.6/1000.0] [batch_t 0.453 (0.417)] [data_t 0.015] [optim_t 0.437] [lr 0.000137] [CE 4.287 (3.841)] [KD 1.937 (1.725)] +2024-10-20 20:17:59,557 - Train: 87.87% [1099200/1251000] [878.7/1000.0] [batch_t 0.400 (0.422)] [data_t 0.015] [optim_t 0.385] [lr 0.000137] [CE 3.661 (3.749)] [KD 1.666 (1.680)] +2024-10-20 20:18:20,547 - Train: 87.87% [1099250/1251000] [878.7/1000.0] [batch_t 0.407 (0.420)] [data_t 0.015] [optim_t 0.392] [lr 0.000137] [CE 3.922 (3.784)] [KD 1.879 (1.696)] +2024-10-20 20:18:41,578 - Train: 87.87% [1099300/1251000] [878.7/1000.0] [batch_t 0.400 (0.421)] [data_t 0.015] [optim_t 0.385] [lr 0.000136] [CE 3.555 (3.831)] [KD 1.632 (1.724)] +2024-10-20 20:19:02,867 - Train: 87.88% [1099350/1251000] [878.8/1000.0] [batch_t 0.473 (0.426)] [data_t 0.015] [optim_t 0.458] [lr 0.000136] [CE 4.102 (3.856)] [KD 1.743 (1.723)] +2024-10-20 20:19:23,820 - Train: 87.88% [1099400/1251000] [878.8/1000.0] [batch_t 0.372 (0.419)] [data_t 0.015] [optim_t 0.356] [lr 0.000136] [CE 3.855 (3.692)] [KD 1.656 (1.666)] +2024-10-20 20:19:45,028 - Train: 87.89% [1099450/1251000] [878.9/1000.0] [batch_t 0.400 (0.424)] [data_t 0.015] [optim_t 0.384] [lr 0.000136] [CE 2.942 (3.814)] [KD 1.372 (1.721)] +2024-10-20 20:20:06,213 - Train: 87.89% [1099500/1251000] [878.9/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.349] [lr 0.000136] [CE 4.245 (3.777)] [KD 1.910 (1.684)] +2024-10-20 20:20:27,496 - Train: 87.89% [1099550/1251000] [878.9/1000.0] [batch_t 0.402 (0.426)] [data_t 0.016] [optim_t 0.387] [lr 0.000136] [CE 3.783 (3.834)] [KD 1.781 (1.724)] +2024-10-20 20:20:49,035 - Train: 87.90% [1099600/1251000] [879.0/1000.0] [batch_t 0.422 (0.431)] [data_t 0.016] [optim_t 0.406] [lr 0.000136] [CE 3.926 (3.763)] [KD 1.776 (1.686)] +2024-10-20 20:21:22,769 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 41385] [top5_cnt 48166] [top_all 50000] +2024-10-20 20:21:22,770 - net: 82.770 (96.332) +2024-10-20 20:21:44,590 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.431)] [top1_cnt 41633] [top5_cnt 48262] [top_all 50000] +2024-10-20 20:21:44,591 - net_E: 83.266 (96.524) +2024-10-20 20:21:44,785 - Max [top1: 82.770 (epoch: 879)] [top1-ema: 83.266 (epoch: 879)] +2024-10-20 20:21:44,785 - ==> Total time: 5 days, 20:39:53 Eta: 19:21:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 20:22:00,715 - Train: 87.90% [1099650/1251000] [879.0/1000.0] [batch_t 0.362 (0.476)] [data_t 0.015] [optim_t 0.347] [lr 0.000136] [CE 3.647 (3.734)] [KD 1.701 (1.680)] +2024-10-20 20:22:20,471 - Train: 87.91% [1099700/1251000] [879.1/1000.0] [batch_t 0.485 (0.395)] [data_t 0.015] [optim_t 0.470] [lr 0.000136] [CE 3.772 (3.743)] [KD 1.656 (1.667)] +2024-10-20 20:22:42,745 - Train: 87.91% [1099750/1251000] [879.1/1000.0] [batch_t 0.372 (0.445)] [data_t 0.016] [optim_t 0.357] [lr 0.000136] [CE 3.844 (3.860)] [KD 1.851 (1.731)] +2024-10-20 20:23:04,672 - Train: 87.91% [1099800/1251000] [879.1/1000.0] [batch_t 0.464 (0.438)] [data_t 0.015] [optim_t 0.449] [lr 0.000136] [CE 3.690 (3.748)] [KD 1.629 (1.660)] +2024-10-20 20:23:26,271 - Train: 87.92% [1099850/1251000] [879.2/1000.0] [batch_t 0.498 (0.432)] [data_t 0.015] [optim_t 0.483] [lr 0.000136] [CE 4.182 (3.756)] [KD 1.826 (1.695)] +2024-10-20 20:23:47,960 - Train: 87.92% [1099900/1251000] [879.2/1000.0] [batch_t 0.419 (0.434)] [data_t 0.015] [optim_t 0.404] [lr 0.000136] [CE 4.224 (3.762)] [KD 2.054 (1.688)] +2024-10-20 20:24:09,804 - Train: 87.93% [1099950/1251000] [879.3/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.000136] [CE 4.006 (3.799)] [KD 1.723 (1.723)] +2024-10-20 20:24:31,760 - Train: 87.93% [1100000/1251000] [879.3/1000.0] [batch_t 0.436 (0.439)] [data_t 0.016] [optim_t 0.420] [lr 0.000135] [CE 3.645 (3.728)] [KD 1.641 (1.678)] +2024-10-20 20:24:54,183 - Train: 87.93% [1100050/1251000] [879.3/1000.0] [batch_t 0.361 (0.448)] [data_t 0.015] [optim_t 0.346] [lr 0.000135] [CE 3.448 (3.805)] [KD 1.574 (1.707)] +2024-10-20 20:25:16,699 - Train: 87.94% [1100100/1251000] [879.4/1000.0] [batch_t 0.408 (0.450)] [data_t 0.015] [optim_t 0.393] [lr 0.000135] [CE 3.727 (3.826)] [KD 1.560 (1.712)] +2024-10-20 20:25:38,696 - Train: 87.94% [1100150/1251000] [879.4/1000.0] [batch_t 0.406 (0.440)] [data_t 0.015] [optim_t 0.391] [lr 0.000135] [CE 3.452 (3.775)] [KD 1.562 (1.687)] +2024-10-20 20:26:01,198 - Train: 87.95% [1100200/1251000] [879.5/1000.0] [batch_t 0.442 (0.450)] [data_t 0.015] [optim_t 0.427] [lr 0.000135] [CE 4.158 (3.829)] [KD 1.860 (1.728)] +2024-10-20 20:26:22,890 - Train: 87.95% [1100250/1251000] [879.5/1000.0] [batch_t 0.439 (0.434)] [data_t 0.015] [optim_t 0.423] [lr 0.000135] [CE 3.612 (3.745)] [KD 1.580 (1.679)] +2024-10-20 20:26:45,081 - Train: 87.95% [1100300/1251000] [879.5/1000.0] [batch_t 0.473 (0.444)] [data_t 0.015] [optim_t 0.458] [lr 0.000135] [CE 3.952 (3.788)] [KD 1.734 (1.685)] +2024-10-20 20:27:06,314 - Train: 87.96% [1100350/1251000] [879.6/1000.0] [batch_t 0.535 (0.425)] [data_t 0.015] [optim_t 0.519] [lr 0.000135] [CE 3.440 (3.723)] [KD 1.487 (1.685)] +2024-10-20 20:27:27,843 - Train: 87.96% [1100400/1251000] [879.6/1000.0] [batch_t 0.446 (0.430)] [data_t 0.015] [optim_t 0.431] [lr 0.000135] [CE 3.163 (3.745)] [KD 1.370 (1.659)] +2024-10-20 20:27:50,285 - Train: 87.97% [1100450/1251000] [879.7/1000.0] [batch_t 0.448 (0.449)] [data_t 0.015] [optim_t 0.433] [lr 0.000135] [CE 3.469 (3.759)] [KD 1.589 (1.674)] +2024-10-20 20:28:13,219 - Train: 87.97% [1100500/1251000] [879.7/1000.0] [batch_t 0.452 (0.459)] [data_t 0.015] [optim_t 0.437] [lr 0.000135] [CE 3.306 (3.752)] [KD 1.499 (1.685)] +2024-10-20 20:28:36,420 - Train: 87.97% [1100550/1251000] [879.7/1000.0] [batch_t 0.361 (0.464)] [data_t 0.015] [optim_t 0.346] [lr 0.000135] [CE 3.294 (3.780)] [KD 1.651 (1.694)] +2024-10-20 20:28:59,302 - Train: 87.98% [1100600/1251000] [879.8/1000.0] [batch_t 0.410 (0.458)] [data_t 0.015] [optim_t 0.395] [lr 0.000135] [CE 4.362 (3.772)] [KD 2.033 (1.695)] +2024-10-20 20:29:22,412 - Train: 87.98% [1100650/1251000] [879.8/1000.0] [batch_t 0.436 (0.462)] [data_t 0.016] [optim_t 0.421] [lr 0.000135] [CE 4.209 (3.742)] [KD 1.760 (1.676)] +2024-10-20 20:29:44,204 - Train: 87.99% [1100700/1251000] [879.9/1000.0] [batch_t 0.494 (0.436)] [data_t 0.015] [optim_t 0.479] [lr 0.000135] [CE 3.348 (3.758)] [KD 1.411 (1.664)] +2024-10-20 20:30:05,422 - Train: 87.99% [1100750/1251000] [879.9/1000.0] [batch_t 0.392 (0.424)] [data_t 0.015] [optim_t 0.377] [lr 0.000134] [CE 3.671 (3.765)] [KD 1.715 (1.694)] +2024-10-20 20:30:26,615 - Train: 87.99% [1100800/1251000] [879.9/1000.0] [batch_t 0.438 (0.424)] [data_t 0.015] [optim_t 0.423] [lr 0.000134] [CE 3.610 (3.823)] [KD 1.778 (1.709)] +2024-10-20 20:30:47,926 - Train: 88.00% [1100850/1251000] [880.0/1000.0] [batch_t 0.429 (0.426)] [data_t 0.015] [optim_t 0.414] [lr 0.000134] [CE 3.475 (3.728)] [KD 1.607 (1.673)] +2024-10-20 20:31:22,853 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.451)] [top1_cnt 41230] [top5_cnt 48124] [top_all 50000] +2024-10-20 20:31:22,853 - net: 82.460 (96.248) +2024-10-20 20:31:45,361 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.443)] [top1_cnt 41629] [top5_cnt 48270] [top_all 50000] +2024-10-20 20:31:45,361 - net_E: 83.258 (96.540) +2024-10-20 20:31:45,558 - Max [top1: 82.770 (epoch: 879)] [top1-ema: 83.266 (epoch: 879)] +2024-10-20 20:31:45,559 - ==> Total time: 5 days, 20:49:54 Eta: 19:12:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 20:31:59,796 - Train: 88.00% [1100900/1251000] [880.0/1000.0] [batch_t 0.363 (0.619)] [data_t 0.016] [optim_t 0.347] [lr 0.000134] [CE 4.125 (3.794)] [KD 1.735 (1.669)] +2024-10-20 20:32:21,147 - Train: 88.01% [1100950/1251000] [880.1/1000.0] [batch_t 0.362 (0.427)] [data_t 0.016] [optim_t 0.347] [lr 0.000134] [CE 3.475 (3.720)] [KD 1.640 (1.670)] +2024-10-20 20:32:43,608 - Train: 88.01% [1101000/1251000] [880.1/1000.0] [batch_t 0.475 (0.449)] [data_t 0.016] [optim_t 0.459] [lr 0.000134] [CE 3.743 (3.780)] [KD 1.773 (1.687)] +2024-10-20 20:33:04,627 - Train: 88.01% [1101050/1251000] [880.1/1000.0] [batch_t 0.454 (0.420)] [data_t 0.016] [optim_t 0.438] [lr 0.000134] [CE 3.733 (3.691)] [KD 1.719 (1.649)] +2024-10-20 20:33:26,042 - Train: 88.02% [1101100/1251000] [880.2/1000.0] [batch_t 0.380 (0.428)] [data_t 0.015] [optim_t 0.364] [lr 0.000134] [CE 3.877 (3.788)] [KD 1.660 (1.684)] +2024-10-20 20:33:48,000 - Train: 88.02% [1101150/1251000] [880.2/1000.0] [batch_t 0.364 (0.439)] [data_t 0.015] [optim_t 0.349] [lr 0.000134] [CE 3.672 (3.801)] [KD 1.621 (1.711)] +2024-10-20 20:34:10,338 - Train: 88.03% [1101200/1251000] [880.3/1000.0] [batch_t 0.362 (0.447)] [data_t 0.016] [optim_t 0.347] [lr 0.000134] [CE 3.533 (3.786)] [KD 1.599 (1.685)] +2024-10-20 20:34:32,662 - Train: 88.03% [1101250/1251000] [880.3/1000.0] [batch_t 0.500 (0.446)] [data_t 0.015] [optim_t 0.484] [lr 0.000134] [CE 3.585 (3.738)] [KD 1.710 (1.673)] +2024-10-20 20:34:54,609 - Train: 88.03% [1101300/1251000] [880.3/1000.0] [batch_t 0.452 (0.439)] [data_t 0.015] [optim_t 0.436] [lr 0.000134] [CE 3.394 (3.782)] [KD 1.580 (1.699)] +2024-10-20 20:35:16,212 - Train: 88.04% [1101350/1251000] [880.4/1000.0] [batch_t 0.703 (0.432)] [data_t 0.015] [optim_t 0.687] [lr 0.000134] [CE 3.912 (3.789)] [KD 1.832 (1.694)] +2024-10-20 20:35:37,938 - Train: 88.04% [1101400/1251000] [880.4/1000.0] [batch_t 0.457 (0.434)] [data_t 0.112] [optim_t 0.345] [lr 0.000134] [CE 3.570 (3.721)] [KD 1.603 (1.673)] +2024-10-20 20:35:59,725 - Train: 88.05% [1101450/1251000] [880.5/1000.0] [batch_t 0.453 (0.436)] [data_t 0.107] [optim_t 0.346] [lr 0.000134] [CE 3.516 (3.678)] [KD 1.572 (1.642)] +2024-10-20 20:36:21,848 - Train: 88.05% [1101500/1251000] [880.5/1000.0] [batch_t 0.500 (0.442)] [data_t 0.154] [optim_t 0.346] [lr 0.000133] [CE 4.275 (3.796)] [KD 1.850 (1.694)] +2024-10-20 20:36:43,758 - Train: 88.05% [1101550/1251000] [880.5/1000.0] [batch_t 0.418 (0.438)] [data_t 0.071] [optim_t 0.347] [lr 0.000133] [CE 3.913 (3.740)] [KD 1.788 (1.682)] +2024-10-20 20:37:05,442 - Train: 88.06% [1101600/1251000] [880.6/1000.0] [batch_t 0.366 (0.434)] [data_t 0.015] [optim_t 0.350] [lr 0.000133] [CE 4.027 (3.807)] [KD 1.714 (1.696)] +2024-10-20 20:37:27,375 - Train: 88.06% [1101650/1251000] [880.6/1000.0] [batch_t 0.414 (0.439)] [data_t 0.070] [optim_t 0.344] [lr 0.000133] [CE 3.916 (3.819)] [KD 1.757 (1.700)] +2024-10-20 20:37:48,979 - Train: 88.07% [1101700/1251000] [880.7/1000.0] [batch_t 0.432 (0.432)] [data_t 0.087] [optim_t 0.345] [lr 0.000133] [CE 3.438 (3.790)] [KD 1.510 (1.694)] +2024-10-20 20:38:10,647 - Train: 88.07% [1101750/1251000] [880.7/1000.0] [batch_t 0.363 (0.433)] [data_t 0.016] [optim_t 0.347] [lr 0.000133] [CE 3.428 (3.725)] [KD 1.421 (1.664)] +2024-10-20 20:38:32,926 - Train: 88.07% [1101800/1251000] [880.7/1000.0] [batch_t 0.427 (0.445)] [data_t 0.082] [optim_t 0.346] [lr 0.000133] [CE 3.820 (3.727)] [KD 1.662 (1.679)] +2024-10-20 20:38:55,368 - Train: 88.08% [1101850/1251000] [880.8/1000.0] [batch_t 0.462 (0.449)] [data_t 0.119] [optim_t 0.343] [lr 0.000133] [CE 3.661 (3.756)] [KD 1.650 (1.687)] +2024-10-20 20:39:17,415 - Train: 88.08% [1101900/1251000] [880.8/1000.0] [batch_t 0.459 (0.441)] [data_t 0.111] [optim_t 0.348] [lr 0.000133] [CE 3.285 (3.790)] [KD 1.463 (1.685)] +2024-10-20 20:39:39,287 - Train: 88.09% [1101950/1251000] [880.9/1000.0] [batch_t 0.420 (0.437)] [data_t 0.076] [optim_t 0.344] [lr 0.000133] [CE 3.513 (3.692)] [KD 1.530 (1.661)] +2024-10-20 20:40:01,333 - Train: 88.09% [1102000/1251000] [880.9/1000.0] [batch_t 0.531 (0.441)] [data_t 0.182] [optim_t 0.348] [lr 0.000133] [CE 3.870 (3.681)] [KD 1.761 (1.642)] +2024-10-20 20:40:23,262 - Train: 88.09% [1102050/1251000] [880.9/1000.0] [batch_t 0.441 (0.438)] [data_t 0.093] [optim_t 0.348] [lr 0.000133] [CE 4.096 (3.777)] [KD 1.897 (1.697)] +2024-10-20 20:40:45,469 - Train: 88.10% [1102100/1251000] [881.0/1000.0] [batch_t 0.432 (0.444)] [data_t 0.088] [optim_t 0.344] [lr 0.000133] [CE 4.064 (3.808)] [KD 1.881 (1.711)] +2024-10-20 20:41:20,205 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 41345] [top5_cnt 48150] [top_all 50000] +2024-10-20 20:41:20,206 - net: 82.690 (96.300) +2024-10-20 20:41:41,607 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 41615] [top5_cnt 48285] [top_all 50000] +2024-10-20 20:41:41,607 - net_E: 83.230 (96.570) +2024-10-20 20:41:41,740 - Max [top1: 82.770 (epoch: 879)] [top1-ema: 83.266 (epoch: 879)] +2024-10-20 20:41:41,740 - ==> Total time: 5 days, 20:59:50 Eta: 19:02:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 20:41:55,582 - Train: 88.10% [1102150/1251000] [881.0/1000.0] [batch_t 0.361 (0.646)] [data_t 0.015] [optim_t 0.346] [lr 0.000133] [CE 3.842 (3.774)] [KD 1.639 (1.677)] +2024-10-20 20:42:16,117 - Train: 88.11% [1102200/1251000] [881.1/1000.0] [batch_t 0.461 (0.411)] [data_t 0.015] [optim_t 0.445] [lr 0.000132] [CE 4.078 (3.752)] [KD 1.879 (1.672)] +2024-10-20 20:42:38,240 - Train: 88.11% [1102250/1251000] [881.1/1000.0] [batch_t 0.389 (0.442)] [data_t 0.015] [optim_t 0.374] [lr 0.000132] [CE 3.565 (3.761)] [KD 1.649 (1.668)] +2024-10-20 20:43:00,097 - Train: 88.11% [1102300/1251000] [881.1/1000.0] [batch_t 0.442 (0.437)] [data_t 0.015] [optim_t 0.427] [lr 0.000132] [CE 3.165 (3.804)] [KD 1.441 (1.689)] +2024-10-20 20:43:22,040 - Train: 88.12% [1102350/1251000] [881.2/1000.0] [batch_t 0.483 (0.439)] [data_t 0.015] [optim_t 0.467] [lr 0.000132] [CE 3.724 (3.785)] [KD 1.668 (1.702)] +2024-10-20 20:43:44,492 - Train: 88.12% [1102400/1251000] [881.2/1000.0] [batch_t 0.496 (0.449)] [data_t 0.015] [optim_t 0.481] [lr 0.000132] [CE 3.632 (3.796)] [KD 1.678 (1.694)] +2024-10-20 20:44:05,793 - Train: 88.13% [1102450/1251000] [881.3/1000.0] [batch_t 0.459 (0.426)] [data_t 0.015] [optim_t 0.443] [lr 0.000132] [CE 3.630 (3.803)] [KD 1.577 (1.712)] +2024-10-20 20:44:27,020 - Train: 88.13% [1102500/1251000] [881.3/1000.0] [batch_t 0.445 (0.424)] [data_t 0.015] [optim_t 0.430] [lr 0.000132] [CE 3.671 (3.769)] [KD 1.785 (1.685)] +2024-10-20 20:44:48,715 - Train: 88.13% [1102550/1251000] [881.3/1000.0] [batch_t 0.485 (0.434)] [data_t 0.016] [optim_t 0.470] [lr 0.000132] [CE 3.675 (3.791)] [KD 1.484 (1.692)] +2024-10-20 20:45:09,902 - Train: 88.14% [1102600/1251000] [881.4/1000.0] [batch_t 0.448 (0.424)] [data_t 0.015] [optim_t 0.433] [lr 0.000132] [CE 4.058 (3.750)] [KD 1.784 (1.672)] +2024-10-20 20:45:30,961 - Train: 88.14% [1102650/1251000] [881.4/1000.0] [batch_t 0.368 (0.421)] [data_t 0.015] [optim_t 0.353] [lr 0.000132] [CE 3.378 (3.780)] [KD 1.557 (1.686)] +2024-10-20 20:45:52,280 - Train: 88.15% [1102700/1251000] [881.5/1000.0] [batch_t 0.391 (0.426)] [data_t 0.015] [optim_t 0.376] [lr 0.000132] [CE 3.990 (3.723)] [KD 1.893 (1.665)] +2024-10-20 20:46:13,416 - Train: 88.15% [1102750/1251000] [881.5/1000.0] [batch_t 0.423 (0.423)] [data_t 0.015] [optim_t 0.407] [lr 0.000132] [CE 3.872 (3.784)] [KD 1.738 (1.698)] +2024-10-20 20:46:34,638 - Train: 88.15% [1102800/1251000] [881.5/1000.0] [batch_t 0.410 (0.424)] [data_t 0.015] [optim_t 0.394] [lr 0.000132] [CE 3.504 (3.756)] [KD 1.404 (1.673)] +2024-10-20 20:46:56,177 - Train: 88.16% [1102850/1251000] [881.6/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.000132] [CE 3.755 (3.761)] [KD 1.659 (1.680)] +2024-10-20 20:47:17,769 - Train: 88.16% [1102900/1251000] [881.6/1000.0] [batch_t 0.448 (0.432)] [data_t 0.015] [optim_t 0.433] [lr 0.000132] [CE 3.983 (3.715)] [KD 1.760 (1.663)] +2024-10-20 20:47:39,339 - Train: 88.17% [1102950/1251000] [881.7/1000.0] [batch_t 0.462 (0.431)] [data_t 0.015] [optim_t 0.447] [lr 0.000131] [CE 4.118 (3.748)] [KD 1.819 (1.692)] +2024-10-20 20:48:00,560 - Train: 88.17% [1103000/1251000] [881.7/1000.0] [batch_t 0.519 (0.424)] [data_t 0.015] [optim_t 0.503] [lr 0.000131] [CE 3.339 (3.748)] [KD 1.508 (1.692)] +2024-10-20 20:48:21,741 - Train: 88.17% [1103050/1251000] [881.7/1000.0] [batch_t 0.437 (0.424)] [data_t 0.015] [optim_t 0.421] [lr 0.000131] [CE 3.333 (3.776)] [KD 1.543 (1.702)] +2024-10-20 20:48:43,980 - Train: 88.18% [1103100/1251000] [881.8/1000.0] [batch_t 0.450 (0.445)] [data_t 0.015] [optim_t 0.434] [lr 0.000131] [CE 4.227 (3.844)] [KD 1.997 (1.728)] +2024-10-20 20:49:05,662 - Train: 88.18% [1103150/1251000] [881.8/1000.0] [batch_t 0.452 (0.434)] [data_t 0.016] [optim_t 0.436] [lr 0.000131] [CE 3.930 (3.786)] [KD 1.738 (1.691)] +2024-10-20 20:49:27,602 - Train: 88.19% [1103200/1251000] [881.9/1000.0] [batch_t 0.490 (0.439)] [data_t 0.016] [optim_t 0.474] [lr 0.000131] [CE 3.547 (3.748)] [KD 1.493 (1.689)] +2024-10-20 20:49:49,219 - Train: 88.19% [1103250/1251000] [881.9/1000.0] [batch_t 0.435 (0.432)] [data_t 0.015] [optim_t 0.419] [lr 0.000131] [CE 4.095 (3.751)] [KD 1.799 (1.678)] +2024-10-20 20:50:10,882 - Train: 88.19% [1103300/1251000] [881.9/1000.0] [batch_t 0.410 (0.433)] [data_t 0.015] [optim_t 0.394] [lr 0.000131] [CE 3.710 (3.852)] [KD 1.519 (1.721)] +2024-10-20 20:50:32,886 - Train: 88.20% [1103350/1251000] [882.0/1000.0] [batch_t 0.452 (0.440)] [data_t 0.015] [optim_t 0.437] [lr 0.000131] [CE 3.799 (3.794)] [KD 1.681 (1.703)] +2024-10-20 20:51:08,719 - Test (net): 100.00% [50/50] [batch_t 0.130 (0.452)] [top1_cnt 41361] [top5_cnt 48139] [top_all 50000] +2024-10-20 20:51:08,719 - net: 82.722 (96.278) +2024-10-20 20:51:31,432 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.448)] [top1_cnt 41634] [top5_cnt 48280] [top_all 50000] +2024-10-20 20:51:31,432 - net_E: 83.268 (96.560) +2024-10-20 20:51:31,593 - Max [top1: 82.770 (epoch: 879)] [top1-ema: 83.268 (epoch: 882)] +2024-10-20 20:51:31,593 - ==> Total time: 5 days, 21:09:40 Eta: 18:53:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 20:51:45,455 - Train: 88.20% [1103400/1251000] [882.0/1000.0] [batch_t 0.363 (0.535)] [data_t 0.015] [optim_t 0.347] [lr 0.000131] [CE 3.758 (3.813)] [KD 1.690 (1.701)] +2024-10-20 20:52:05,151 - Train: 88.21% [1103450/1251000] [882.1/1000.0] [batch_t 0.429 (0.394)] [data_t 0.015] [optim_t 0.414] [lr 0.000131] [CE 3.586 (3.751)] [KD 1.596 (1.678)] +2024-10-20 20:52:26,763 - Train: 88.21% [1103500/1251000] [882.1/1000.0] [batch_t 0.488 (0.432)] [data_t 0.015] [optim_t 0.473] [lr 0.000131] [CE 3.933 (3.748)] [KD 1.783 (1.661)] +2024-10-20 20:52:47,818 - Train: 88.21% [1103550/1251000] [882.1/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.000131] [CE 4.058 (3.781)] [KD 1.765 (1.688)] +2024-10-20 20:53:08,610 - Train: 88.22% [1103600/1251000] [882.2/1000.0] [batch_t 0.370 (0.416)] [data_t 0.016] [optim_t 0.354] [lr 0.000131] [CE 3.467 (3.705)] [KD 1.541 (1.645)] +2024-10-20 20:53:29,616 - Train: 88.22% [1103650/1251000] [882.2/1000.0] [batch_t 0.393 (0.420)] [data_t 0.015] [optim_t 0.378] [lr 0.000131] [CE 3.306 (3.769)] [KD 1.482 (1.672)] +2024-10-20 20:53:51,037 - Train: 88.23% [1103700/1251000] [882.3/1000.0] [batch_t 0.430 (0.428)] [data_t 0.015] [optim_t 0.414] [lr 0.000130] [CE 4.227 (3.799)] [KD 2.075 (1.716)] +2024-10-20 20:54:12,429 - Train: 88.23% [1103750/1251000] [882.3/1000.0] [batch_t 0.360 (0.428)] [data_t 0.015] [optim_t 0.344] [lr 0.000130] [CE 3.496 (3.758)] [KD 1.611 (1.686)] +2024-10-20 20:54:33,614 - Train: 88.23% [1103800/1251000] [882.3/1000.0] [batch_t 0.453 (0.424)] [data_t 0.015] [optim_t 0.437] [lr 0.000130] [CE 3.423 (3.775)] [KD 1.475 (1.697)] +2024-10-20 20:54:54,898 - Train: 88.24% [1103850/1251000] [882.4/1000.0] [batch_t 0.418 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.000130] [CE 3.917 (3.820)] [KD 1.770 (1.707)] +2024-10-20 20:55:16,055 - Train: 88.24% [1103900/1251000] [882.4/1000.0] [batch_t 0.403 (0.423)] [data_t 0.015] [optim_t 0.387] [lr 0.000130] [CE 3.325 (3.761)] [KD 1.552 (1.675)] +2024-10-20 20:55:38,187 - Train: 88.25% [1103950/1251000] [882.5/1000.0] [batch_t 0.419 (0.443)] [data_t 0.015] [optim_t 0.404] [lr 0.000130] [CE 3.284 (3.804)] [KD 1.339 (1.677)] +2024-10-20 20:56:00,071 - Train: 88.25% [1104000/1251000] [882.5/1000.0] [batch_t 0.425 (0.438)] [data_t 0.015] [optim_t 0.409] [lr 0.000130] [CE 3.528 (3.848)] [KD 1.510 (1.724)] +2024-10-20 20:56:21,655 - Train: 88.25% [1104050/1251000] [882.5/1000.0] [batch_t 0.470 (0.432)] [data_t 0.015] [optim_t 0.455] [lr 0.000130] [CE 3.827 (3.805)] [KD 1.766 (1.695)] +2024-10-20 20:56:43,534 - Train: 88.26% [1104100/1251000] [882.6/1000.0] [batch_t 0.461 (0.437)] [data_t 0.015] [optim_t 0.445] [lr 0.000130] [CE 3.898 (3.763)] [KD 1.760 (1.670)] +2024-10-20 20:57:04,731 - Train: 88.26% [1104150/1251000] [882.6/1000.0] [batch_t 0.366 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.000130] [CE 3.350 (3.693)] [KD 1.497 (1.641)] +2024-10-20 20:57:26,355 - Train: 88.27% [1104200/1251000] [882.7/1000.0] [batch_t 0.444 (0.432)] [data_t 0.015] [optim_t 0.429] [lr 0.000130] [CE 3.911 (3.788)] [KD 1.832 (1.690)] +2024-10-20 20:57:48,187 - Train: 88.27% [1104250/1251000] [882.7/1000.0] [batch_t 0.475 (0.437)] [data_t 0.016] [optim_t 0.459] [lr 0.000130] [CE 4.248 (3.767)] [KD 1.852 (1.686)] +2024-10-20 20:58:09,977 - Train: 88.27% [1104300/1251000] [882.7/1000.0] [batch_t 0.432 (0.436)] [data_t 0.015] [optim_t 0.416] [lr 0.000130] [CE 3.711 (3.760)] [KD 1.597 (1.692)] +2024-10-20 20:58:30,954 - Train: 88.28% [1104350/1251000] [882.8/1000.0] [batch_t 0.457 (0.419)] [data_t 0.015] [optim_t 0.442] [lr 0.000130] [CE 3.250 (3.751)] [KD 1.361 (1.687)] +2024-10-20 20:58:52,274 - Train: 88.28% [1104400/1251000] [882.8/1000.0] [batch_t 0.492 (0.426)] [data_t 0.015] [optim_t 0.477] [lr 0.000130] [CE 3.590 (3.722)] [KD 1.581 (1.666)] +2024-10-20 20:59:13,643 - Train: 88.29% [1104450/1251000] [882.9/1000.0] [batch_t 0.460 (0.427)] [data_t 0.015] [optim_t 0.445] [lr 0.000129] [CE 3.946 (3.792)] [KD 1.654 (1.682)] +2024-10-20 20:59:35,893 - Train: 88.29% [1104500/1251000] [882.9/1000.0] [batch_t 0.496 (0.445)] [data_t 0.015] [optim_t 0.481] [lr 0.000129] [CE 3.928 (3.772)] [KD 1.708 (1.678)] +2024-10-20 20:59:57,196 - Train: 88.29% [1104550/1251000] [882.9/1000.0] [batch_t 0.420 (0.426)] [data_t 0.015] [optim_t 0.405] [lr 0.000129] [CE 3.689 (3.767)] [KD 1.701 (1.673)] +2024-10-20 21:00:18,060 - Train: 88.30% [1104600/1251000] [883.0/1000.0] [batch_t 0.437 (0.417)] [data_t 0.015] [optim_t 0.421] [lr 0.000129] [CE 4.103 (3.793)] [KD 1.753 (1.688)] +2024-10-20 21:00:51,715 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 41336] [top5_cnt 48149] [top_all 50000] +2024-10-20 21:00:51,716 - net: 82.672 (96.298) +2024-10-20 21:01:13,248 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41619] [top5_cnt 48283] [top_all 50000] +2024-10-20 21:01:13,249 - net_E: 83.238 (96.566) +2024-10-20 21:01:13,393 - Max [top1: 82.770 (epoch: 879)] [top1-ema: 83.268 (epoch: 882)] +2024-10-20 21:01:13,394 - ==> Total time: 5 days, 21:19:22 Eta: 18:43:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 21:01:26,344 - Train: 88.30% [1104650/1251000] [883.0/1000.0] [batch_t 0.361 (0.676)] [data_t 0.015] [optim_t 0.346] [lr 0.000129] [CE 3.610 (3.793)] [KD 1.598 (1.720)] +2024-10-20 21:01:46,812 - Train: 88.31% [1104700/1251000] [883.1/1000.0] [batch_t 0.420 (0.409)] [data_t 0.016] [optim_t 0.405] [lr 0.000129] [CE 3.982 (3.788)] [KD 1.680 (1.688)] +2024-10-20 21:02:08,916 - Train: 88.31% [1104750/1251000] [883.1/1000.0] [batch_t 0.360 (0.442)] [data_t 0.015] [optim_t 0.345] [lr 0.000129] [CE 3.781 (3.732)] [KD 1.918 (1.678)] +2024-10-20 21:02:30,430 - Train: 88.31% [1104800/1251000] [883.1/1000.0] [batch_t 0.566 (0.430)] [data_t 0.015] [optim_t 0.551] [lr 0.000129] [CE 3.834 (3.740)] [KD 1.681 (1.668)] +2024-10-20 21:02:52,143 - Train: 88.32% [1104850/1251000] [883.2/1000.0] [batch_t 0.403 (0.434)] [data_t 0.016] [optim_t 0.387] [lr 0.000129] [CE 3.729 (3.796)] [KD 1.734 (1.707)] +2024-10-20 21:03:13,278 - Train: 88.32% [1104900/1251000] [883.2/1000.0] [batch_t 0.421 (0.423)] [data_t 0.015] [optim_t 0.406] [lr 0.000129] [CE 4.193 (3.803)] [KD 1.717 (1.684)] +2024-10-20 21:03:34,403 - Train: 88.33% [1104950/1251000] [883.3/1000.0] [batch_t 0.445 (0.422)] [data_t 0.016] [optim_t 0.429] [lr 0.000129] [CE 3.725 (3.708)] [KD 1.570 (1.667)] +2024-10-20 21:03:55,245 - Train: 88.33% [1105000/1251000] [883.3/1000.0] [batch_t 0.398 (0.417)] [data_t 0.015] [optim_t 0.383] [lr 0.000129] [CE 3.824 (3.786)] [KD 1.746 (1.688)] +2024-10-20 21:04:16,025 - Train: 88.33% [1105050/1251000] [883.3/1000.0] [batch_t 0.455 (0.415)] [data_t 0.015] [optim_t 0.439] [lr 0.000129] [CE 3.837 (3.732)] [KD 1.783 (1.659)] +2024-10-20 21:04:37,822 - Train: 88.34% [1105100/1251000] [883.4/1000.0] [batch_t 0.466 (0.436)] [data_t 0.016] [optim_t 0.450] [lr 0.000129] [CE 3.511 (3.788)] [KD 1.540 (1.698)] +2024-10-20 21:04:59,860 - Train: 88.34% [1105150/1251000] [883.4/1000.0] [batch_t 0.424 (0.441)] [data_t 0.016] [optim_t 0.408] [lr 0.000129] [CE 3.848 (3.783)] [KD 1.726 (1.680)] +2024-10-20 21:05:21,682 - Train: 88.35% [1105200/1251000] [883.5/1000.0] [batch_t 0.451 (0.436)] [data_t 0.015] [optim_t 0.436] [lr 0.000128] [CE 4.228 (3.720)] [KD 1.801 (1.655)] +2024-10-20 21:05:43,649 - Train: 88.35% [1105250/1251000] [883.5/1000.0] [batch_t 0.454 (0.439)] [data_t 0.015] [optim_t 0.439] [lr 0.000128] [CE 3.761 (3.834)] [KD 1.716 (1.704)] +2024-10-20 21:06:04,834 - Train: 88.35% [1105300/1251000] [883.5/1000.0] [batch_t 0.360 (0.424)] [data_t 0.016] [optim_t 0.344] [lr 0.000128] [CE 3.449 (3.815)] [KD 1.489 (1.712)] +2024-10-20 21:06:26,590 - Train: 88.36% [1105350/1251000] [883.6/1000.0] [batch_t 0.409 (0.435)] [data_t 0.016] [optim_t 0.393] [lr 0.000128] [CE 3.291 (3.761)] [KD 1.347 (1.679)] +2024-10-20 21:06:48,586 - Train: 88.36% [1105400/1251000] [883.6/1000.0] [batch_t 0.471 (0.440)] [data_t 0.016] [optim_t 0.456] [lr 0.000128] [CE 3.593 (3.767)] [KD 1.640 (1.681)] +2024-10-20 21:07:09,899 - Train: 88.37% [1105450/1251000] [883.7/1000.0] [batch_t 0.437 (0.426)] [data_t 0.015] [optim_t 0.422] [lr 0.000128] [CE 4.155 (3.787)] [KD 1.923 (1.701)] +2024-10-20 21:07:30,894 - Train: 88.37% [1105500/1251000] [883.7/1000.0] [batch_t 0.426 (0.420)] [data_t 0.015] [optim_t 0.411] [lr 0.000128] [CE 3.534 (3.839)] [KD 1.485 (1.715)] +2024-10-20 21:07:51,946 - Train: 88.37% [1105550/1251000] [883.7/1000.0] [batch_t 0.485 (0.421)] [data_t 0.016] [optim_t 0.469] [lr 0.000128] [CE 3.361 (3.834)] [KD 1.435 (1.705)] +2024-10-20 21:08:13,364 - Train: 88.38% [1105600/1251000] [883.8/1000.0] [batch_t 0.400 (0.428)] [data_t 0.016] [optim_t 0.385] [lr 0.000128] [CE 3.336 (3.749)] [KD 1.510 (1.681)] +2024-10-20 21:08:35,548 - Train: 88.38% [1105650/1251000] [883.8/1000.0] [batch_t 0.412 (0.444)] [data_t 0.016] [optim_t 0.396] [lr 0.000128] [CE 3.469 (3.778)] [KD 1.418 (1.677)] +2024-10-20 21:08:57,603 - Train: 88.39% [1105700/1251000] [883.9/1000.0] [batch_t 0.433 (0.441)] [data_t 0.015] [optim_t 0.417] [lr 0.000128] [CE 3.828 (3.804)] [KD 1.786 (1.699)] +2024-10-20 21:09:19,244 - Train: 88.39% [1105750/1251000] [883.9/1000.0] [batch_t 0.430 (0.433)] [data_t 0.015] [optim_t 0.414] [lr 0.000128] [CE 3.624 (3.763)] [KD 1.613 (1.696)] +2024-10-20 21:09:41,154 - Train: 88.39% [1105800/1251000] [883.9/1000.0] [batch_t 0.366 (0.438)] [data_t 0.015] [optim_t 0.350] [lr 0.000128] [CE 3.260 (3.764)] [KD 1.482 (1.678)] +2024-10-20 21:10:02,273 - Train: 88.40% [1105850/1251000] [884.0/1000.0] [batch_t 0.389 (0.422)] [data_t 0.015] [optim_t 0.374] [lr 0.000128] [CE 3.769 (3.795)] [KD 1.638 (1.699)] +2024-10-20 21:10:37,730 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 41301] [top5_cnt 48162] [top_all 50000] +2024-10-20 21:10:37,731 - net: 82.602 (96.324) +2024-10-20 21:10:59,311 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41620] [top5_cnt 48289] [top_all 50000] +2024-10-20 21:10:59,312 - net_E: 83.240 (96.578) +2024-10-20 21:10:59,486 - Max [top1: 82.770 (epoch: 879)] [top1-ema: 83.268 (epoch: 882)] +2024-10-20 21:10:59,486 - ==> Total time: 5 days, 21:29:08 Eta: 18:33:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 21:11:11,797 - Train: 88.40% [1105900/1251000] [884.0/1000.0] [batch_t 0.361 (0.687)] [data_t 0.015] [optim_t 0.346] [lr 0.000128] [CE 3.890 (3.848)] [KD 1.773 (1.726)] +2024-10-20 21:11:33,468 - Train: 88.41% [1105950/1251000] [884.1/1000.0] [batch_t 0.480 (0.433)] [data_t 0.135] [optim_t 0.346] [lr 0.000127] [CE 4.012 (3.758)] [KD 1.745 (1.667)] +2024-10-20 21:11:54,282 - Train: 88.41% [1106000/1251000] [884.1/1000.0] [batch_t 0.424 (0.416)] [data_t 0.080] [optim_t 0.344] [lr 0.000127] [CE 4.293 (3.804)] [KD 1.862 (1.701)] +2024-10-20 21:12:15,419 - Train: 88.41% [1106050/1251000] [884.1/1000.0] [batch_t 0.445 (0.423)] [data_t 0.101] [optim_t 0.344] [lr 0.000127] [CE 3.726 (3.718)] [KD 1.559 (1.645)] +2024-10-20 21:12:36,294 - Train: 88.42% [1106100/1251000] [884.2/1000.0] [batch_t 0.385 (0.417)] [data_t 0.039] [optim_t 0.345] [lr 0.000127] [CE 3.096 (3.785)] [KD 1.347 (1.692)] +2024-10-20 21:12:57,294 - Train: 88.42% [1106150/1251000] [884.2/1000.0] [batch_t 0.429 (0.420)] [data_t 0.087] [optim_t 0.342] [lr 0.000127] [CE 3.899 (3.778)] [KD 1.845 (1.694)] +2024-10-20 21:13:18,498 - Train: 88.43% [1106200/1251000] [884.3/1000.0] [batch_t 0.405 (0.424)] [data_t 0.064] [optim_t 0.341] [lr 0.000127] [CE 4.144 (3.770)] [KD 1.873 (1.673)] +2024-10-20 21:13:39,305 - Train: 88.43% [1106250/1251000] [884.3/1000.0] [batch_t 0.427 (0.416)] [data_t 0.084] [optim_t 0.344] [lr 0.000127] [CE 3.461 (3.760)] [KD 1.610 (1.692)] +2024-10-20 21:14:01,348 - Train: 88.43% [1106300/1251000] [884.3/1000.0] [batch_t 0.443 (0.441)] [data_t 0.102] [optim_t 0.341] [lr 0.000127] [CE 3.460 (3.787)] [KD 1.558 (1.674)] +2024-10-20 21:14:22,483 - Train: 88.44% [1106350/1251000] [884.4/1000.0] [batch_t 0.400 (0.423)] [data_t 0.059] [optim_t 0.342] [lr 0.000127] [CE 3.959 (3.667)] [KD 1.811 (1.628)] +2024-10-20 21:14:42,789 - Train: 88.44% [1106400/1251000] [884.4/1000.0] [batch_t 0.425 (0.406)] [data_t 0.079] [optim_t 0.346] [lr 0.000127] [CE 3.676 (3.797)] [KD 1.615 (1.689)] +2024-10-20 21:15:04,049 - Train: 88.45% [1106450/1251000] [884.5/1000.0] [batch_t 0.448 (0.425)] [data_t 0.015] [optim_t 0.433] [lr 0.000127] [CE 4.188 (3.754)] [KD 1.992 (1.682)] +2024-10-20 21:15:26,322 - Train: 88.45% [1106500/1251000] [884.5/1000.0] [batch_t 0.415 (0.445)] [data_t 0.016] [optim_t 0.399] [lr 0.000127] [CE 3.483 (3.790)] [KD 1.428 (1.691)] +2024-10-20 21:15:48,716 - Train: 88.45% [1106550/1251000] [884.5/1000.0] [batch_t 0.440 (0.448)] [data_t 0.015] [optim_t 0.424] [lr 0.000127] [CE 3.984 (3.729)] [KD 1.782 (1.660)] +2024-10-20 21:16:10,355 - Train: 88.46% [1106600/1251000] [884.6/1000.0] [batch_t 0.425 (0.433)] [data_t 0.016] [optim_t 0.409] [lr 0.000127] [CE 3.751 (3.833)] [KD 1.558 (1.730)] +2024-10-20 21:16:32,168 - Train: 88.46% [1106650/1251000] [884.6/1000.0] [batch_t 0.401 (0.436)] [data_t 0.015] [optim_t 0.386] [lr 0.000127] [CE 4.069 (3.737)] [KD 1.903 (1.670)] +2024-10-20 21:16:55,714 - Train: 88.47% [1106700/1251000] [884.7/1000.0] [batch_t 0.431 (0.471)] [data_t 0.016] [optim_t 0.416] [lr 0.000126] [CE 3.673 (3.782)] [KD 1.626 (1.673)] +2024-10-20 21:17:17,294 - Train: 88.47% [1106750/1251000] [884.7/1000.0] [batch_t 0.403 (0.431)] [data_t 0.016] [optim_t 0.387] [lr 0.000126] [CE 3.805 (3.835)] [KD 1.709 (1.717)] +2024-10-20 21:17:39,394 - Train: 88.47% [1106800/1251000] [884.7/1000.0] [batch_t 0.431 (0.442)] [data_t 0.016] [optim_t 0.415] [lr 0.000126] [CE 3.621 (3.825)] [KD 1.615 (1.702)] +2024-10-20 21:18:00,103 - Train: 88.48% [1106850/1251000] [884.8/1000.0] [batch_t 0.404 (0.414)] [data_t 0.015] [optim_t 0.388] [lr 0.000126] [CE 4.045 (3.739)] [KD 1.805 (1.667)] +2024-10-20 21:18:21,487 - Train: 88.48% [1106900/1251000] [884.8/1000.0] [batch_t 0.396 (0.428)] [data_t 0.015] [optim_t 0.381] [lr 0.000126] [CE 3.346 (3.816)] [KD 1.427 (1.683)] +2024-10-20 21:18:42,330 - Train: 88.49% [1106950/1251000] [884.9/1000.0] [batch_t 0.429 (0.417)] [data_t 0.016] [optim_t 0.413] [lr 0.000126] [CE 3.812 (3.848)] [KD 1.694 (1.709)] +2024-10-20 21:19:03,877 - Train: 88.49% [1107000/1251000] [884.9/1000.0] [batch_t 0.522 (0.431)] [data_t 0.015] [optim_t 0.507] [lr 0.000126] [CE 3.609 (3.796)] [KD 1.584 (1.691)] +2024-10-20 21:19:25,234 - Train: 88.49% [1107050/1251000] [884.9/1000.0] [batch_t 0.412 (0.427)] [data_t 0.016] [optim_t 0.396] [lr 0.000126] [CE 3.816 (3.743)] [KD 1.629 (1.670)] +2024-10-20 21:19:46,441 - Train: 88.50% [1107100/1251000] [885.0/1000.0] [batch_t 0.483 (0.424)] [data_t 0.015] [optim_t 0.467] [lr 0.000126] [CE 3.595 (3.754)] [KD 1.533 (1.682)] +2024-10-20 21:20:22,254 - Test (net): 100.00% [50/50] [batch_t 0.154 (0.430)] [top1_cnt 41348] [top5_cnt 48197] [top_all 50000] +2024-10-20 21:20:22,255 - net: 82.696 (96.394) +2024-10-20 21:20:44,334 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41618] [top5_cnt 48277] [top_all 50000] +2024-10-20 21:20:44,334 - net_E: 83.236 (96.554) +2024-10-20 21:20:44,484 - Max [top1: 82.770 (epoch: 879)] [top1-ema: 83.268 (epoch: 882)] +2024-10-20 21:20:44,485 - ==> Total time: 5 days, 21:38:53 Eta: 18:24:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 21:20:58,503 - Train: 88.50% [1107150/1251000] [885.0/1000.0] [batch_t 0.366 (0.631)] [data_t 0.016] [optim_t 0.351] [lr 0.000126] [CE 3.685 (3.785)] [KD 1.697 (1.691)] +2024-10-20 21:21:19,185 - Train: 88.51% [1107200/1251000] [885.1/1000.0] [batch_t 0.433 (0.414)] [data_t 0.089] [optim_t 0.344] [lr 0.000126] [CE 4.059 (3.757)] [KD 1.855 (1.659)] +2024-10-20 21:21:42,678 - Train: 88.51% [1107250/1251000] [885.1/1000.0] [batch_t 0.564 (0.470)] [data_t 0.168] [optim_t 0.396] [lr 0.000126] [CE 3.842 (3.716)] [KD 1.725 (1.647)] +2024-10-20 21:22:04,659 - Train: 88.51% [1107300/1251000] [885.1/1000.0] [batch_t 0.396 (0.440)] [data_t 0.053] [optim_t 0.342] [lr 0.000126] [CE 3.376 (3.755)] [KD 1.633 (1.660)] +2024-10-20 21:22:27,197 - Train: 88.52% [1107350/1251000] [885.2/1000.0] [batch_t 0.449 (0.451)] [data_t 0.110] [optim_t 0.339] [lr 0.000126] [CE 3.574 (3.730)] [KD 1.539 (1.632)] +2024-10-20 21:22:48,605 - Train: 88.52% [1107400/1251000] [885.2/1000.0] [batch_t 0.431 (0.428)] [data_t 0.088] [optim_t 0.343] [lr 0.000126] [CE 3.707 (3.747)] [KD 1.652 (1.663)] +2024-10-20 21:23:09,067 - Train: 88.53% [1107450/1251000] [885.3/1000.0] [batch_t 0.516 (0.409)] [data_t 0.173] [optim_t 0.343] [lr 0.000125] [CE 3.803 (3.725)] [KD 1.696 (1.659)] +2024-10-20 21:23:30,998 - Train: 88.53% [1107500/1251000] [885.3/1000.0] [batch_t 0.362 (0.439)] [data_t 0.015] [optim_t 0.346] [lr 0.000125] [CE 3.872 (3.728)] [KD 1.803 (1.640)] +2024-10-20 21:23:53,205 - Train: 88.53% [1107550/1251000] [885.3/1000.0] [batch_t 0.410 (0.444)] [data_t 0.015] [optim_t 0.394] [lr 0.000125] [CE 3.558 (3.731)] [KD 1.513 (1.650)] +2024-10-20 21:24:14,684 - Train: 88.54% [1107600/1251000] [885.4/1000.0] [batch_t 0.443 (0.429)] [data_t 0.015] [optim_t 0.427] [lr 0.000125] [CE 3.771 (3.774)] [KD 1.720 (1.680)] +2024-10-20 21:24:36,352 - Train: 88.54% [1107650/1251000] [885.4/1000.0] [batch_t 0.400 (0.433)] [data_t 0.015] [optim_t 0.385] [lr 0.000125] [CE 3.473 (3.802)] [KD 1.405 (1.691)] +2024-10-20 21:24:57,851 - Train: 88.55% [1107700/1251000] [885.5/1000.0] [batch_t 0.468 (0.430)] [data_t 0.015] [optim_t 0.452] [lr 0.000125] [CE 3.951 (3.708)] [KD 1.885 (1.635)] +2024-10-20 21:25:19,778 - Train: 88.55% [1107750/1251000] [885.5/1000.0] [batch_t 0.422 (0.438)] [data_t 0.015] [optim_t 0.407] [lr 0.000125] [CE 3.822 (3.717)] [KD 1.803 (1.663)] +2024-10-20 21:25:41,494 - Train: 88.55% [1107800/1251000] [885.5/1000.0] [batch_t 0.459 (0.434)] [data_t 0.015] [optim_t 0.444] [lr 0.000125] [CE 3.677 (3.727)] [KD 1.606 (1.657)] +2024-10-20 21:26:03,353 - Train: 88.56% [1107850/1251000] [885.6/1000.0] [batch_t 0.507 (0.437)] [data_t 0.016] [optim_t 0.491] [lr 0.000125] [CE 4.081 (3.755)] [KD 1.765 (1.658)] +2024-10-20 21:26:24,650 - Train: 88.56% [1107900/1251000] [885.6/1000.0] [batch_t 0.418 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.000125] [CE 3.510 (3.768)] [KD 1.590 (1.674)] +2024-10-20 21:26:46,093 - Train: 88.57% [1107950/1251000] [885.7/1000.0] [batch_t 0.437 (0.429)] [data_t 0.015] [optim_t 0.421] [lr 0.000125] [CE 3.078 (3.753)] [KD 1.251 (1.671)] +2024-10-20 21:27:08,216 - Train: 88.57% [1108000/1251000] [885.7/1000.0] [batch_t 0.462 (0.442)] [data_t 0.015] [optim_t 0.447] [lr 0.000125] [CE 3.910 (3.793)] [KD 1.676 (1.673)] +2024-10-20 21:27:30,083 - Train: 88.57% [1108050/1251000] [885.7/1000.0] [batch_t 0.504 (0.437)] [data_t 0.015] [optim_t 0.488] [lr 0.000125] [CE 3.931 (3.782)] [KD 1.555 (1.688)] +2024-10-20 21:27:51,715 - Train: 88.58% [1108100/1251000] [885.8/1000.0] [batch_t 0.470 (0.433)] [data_t 0.015] [optim_t 0.455] [lr 0.000125] [CE 3.974 (3.788)] [KD 1.666 (1.684)] +2024-10-20 21:28:13,868 - Train: 88.58% [1108150/1251000] [885.8/1000.0] [batch_t 0.486 (0.443)] [data_t 0.015] [optim_t 0.471] [lr 0.000125] [CE 3.313 (3.735)] [KD 1.548 (1.656)] +2024-10-20 21:28:35,808 - Train: 88.59% [1108200/1251000] [885.9/1000.0] [batch_t 0.452 (0.439)] [data_t 0.015] [optim_t 0.437] [lr 0.000124] [CE 4.083 (3.802)] [KD 1.846 (1.703)] +2024-10-20 21:28:58,245 - Train: 88.59% [1108250/1251000] [885.9/1000.0] [batch_t 0.505 (0.449)] [data_t 0.015] [optim_t 0.490] [lr 0.000124] [CE 4.131 (3.721)] [KD 1.799 (1.650)] +2024-10-20 21:29:19,121 - Train: 88.59% [1108300/1251000] [885.9/1000.0] [batch_t 0.425 (0.417)] [data_t 0.015] [optim_t 0.410] [lr 0.000124] [CE 4.084 (3.748)] [KD 1.845 (1.678)] +2024-10-20 21:29:40,880 - Train: 88.60% [1108350/1251000] [886.0/1000.0] [batch_t 0.417 (0.435)] [data_t 0.015] [optim_t 0.402] [lr 0.000124] [CE 3.517 (3.797)] [KD 1.470 (1.677)] +2024-10-20 21:30:17,557 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41341] [top5_cnt 48193] [top_all 50000] +2024-10-20 21:30:17,558 - net: 82.682 (96.386) +2024-10-20 21:30:39,932 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.439)] [top1_cnt 41612] [top5_cnt 48283] [top_all 50000] +2024-10-20 21:30:39,933 - net_E: 83.224 (96.566) +2024-10-20 21:30:40,112 - Max [top1: 82.770 (epoch: 879)] [top1-ema: 83.268 (epoch: 882)] +2024-10-20 21:30:40,112 - ==> Total time: 5 days, 21:48:48 Eta: 18:14:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 21:30:51,862 - Train: 88.60% [1108400/1251000] [886.0/1000.0] [batch_t 0.361 (0.721)] [data_t 0.015] [optim_t 0.345] [lr 0.000124] [CE 3.518 (3.814)] [KD 1.657 (1.704)] +2024-10-20 21:31:12,759 - Train: 88.61% [1108450/1251000] [886.1/1000.0] [batch_t 0.459 (0.418)] [data_t 0.015] [optim_t 0.444] [lr 0.000124] [CE 4.044 (3.767)] [KD 1.743 (1.652)] +2024-10-20 21:31:34,502 - Train: 88.61% [1108500/1251000] [886.1/1000.0] [batch_t 0.423 (0.435)] [data_t 0.015] [optim_t 0.408] [lr 0.000124] [CE 3.622 (3.780)] [KD 1.613 (1.696)] +2024-10-20 21:31:56,116 - Train: 88.61% [1108550/1251000] [886.1/1000.0] [batch_t 0.484 (0.432)] [data_t 0.015] [optim_t 0.468] [lr 0.000124] [CE 3.347 (3.803)] [KD 1.331 (1.697)] +2024-10-20 21:32:18,222 - Train: 88.62% [1108600/1251000] [886.2/1000.0] [batch_t 0.434 (0.442)] [data_t 0.015] [optim_t 0.419] [lr 0.000124] [CE 4.195 (3.792)] [KD 1.946 (1.684)] +2024-10-20 21:32:39,617 - Train: 88.62% [1108650/1251000] [886.2/1000.0] [batch_t 0.361 (0.428)] [data_t 0.016] [optim_t 0.345] [lr 0.000124] [CE 3.957 (3.677)] [KD 1.850 (1.636)] +2024-10-20 21:33:00,695 - Train: 88.63% [1108700/1251000] [886.3/1000.0] [batch_t 0.364 (0.421)] [data_t 0.015] [optim_t 0.349] [lr 0.000124] [CE 3.659 (3.777)] [KD 1.678 (1.696)] +2024-10-20 21:33:22,542 - Train: 88.63% [1108750/1251000] [886.3/1000.0] [batch_t 0.397 (0.437)] [data_t 0.016] [optim_t 0.381] [lr 0.000124] [CE 3.632 (3.810)] [KD 1.548 (1.684)] +2024-10-20 21:33:45,061 - Train: 88.63% [1108800/1251000] [886.3/1000.0] [batch_t 0.467 (0.450)] [data_t 0.015] [optim_t 0.451] [lr 0.000124] [CE 3.546 (3.767)] [KD 1.595 (1.685)] +2024-10-20 21:34:07,115 - Train: 88.64% [1108850/1251000] [886.4/1000.0] [batch_t 0.407 (0.441)] [data_t 0.015] [optim_t 0.392] [lr 0.000124] [CE 3.855 (3.653)] [KD 1.735 (1.630)] +2024-10-20 21:34:28,795 - Train: 88.64% [1108900/1251000] [886.4/1000.0] [batch_t 0.399 (0.433)] [data_t 0.015] [optim_t 0.384] [lr 0.000124] [CE 3.793 (3.741)] [KD 1.669 (1.653)] +2024-10-20 21:34:50,568 - Train: 88.65% [1108950/1251000] [886.5/1000.0] [batch_t 0.378 (0.435)] [data_t 0.015] [optim_t 0.363] [lr 0.000123] [CE 3.471 (3.776)] [KD 1.497 (1.682)] +2024-10-20 21:35:12,881 - Train: 88.65% [1109000/1251000] [886.5/1000.0] [batch_t 0.925 (0.446)] [data_t 0.015] [optim_t 0.910] [lr 0.000123] [CE 3.149 (3.763)] [KD 1.390 (1.660)] +2024-10-20 21:35:33,912 - Train: 88.65% [1109050/1251000] [886.5/1000.0] [batch_t 0.365 (0.421)] [data_t 0.016] [optim_t 0.349] [lr 0.000123] [CE 3.448 (3.736)] [KD 1.532 (1.644)] +2024-10-20 21:35:56,305 - Train: 88.66% [1109100/1251000] [886.6/1000.0] [batch_t 0.366 (0.448)] [data_t 0.015] [optim_t 0.351] [lr 0.000123] [CE 3.570 (3.749)] [KD 1.612 (1.661)] +2024-10-20 21:36:18,892 - Train: 88.66% [1109150/1251000] [886.6/1000.0] [batch_t 0.457 (0.452)] [data_t 0.015] [optim_t 0.442] [lr 0.000123] [CE 4.356 (3.746)] [KD 2.013 (1.655)] +2024-10-20 21:36:41,062 - Train: 88.67% [1109200/1251000] [886.7/1000.0] [batch_t 0.451 (0.443)] [data_t 0.016] [optim_t 0.435] [lr 0.000123] [CE 3.878 (3.713)] [KD 1.795 (1.658)] +2024-10-20 21:37:03,152 - Train: 88.67% [1109250/1251000] [886.7/1000.0] [batch_t 0.362 (0.442)] [data_t 0.015] [optim_t 0.347] [lr 0.000123] [CE 3.993 (3.701)] [KD 1.829 (1.649)] +2024-10-20 21:37:23,291 - Train: 88.67% [1109300/1251000] [886.7/1000.0] [batch_t 0.362 (0.403)] [data_t 0.015] [optim_t 0.347] [lr 0.000123] [CE 3.400 (3.798)] [KD 1.627 (1.704)] +2024-10-20 21:37:46,276 - Train: 88.68% [1109350/1251000] [886.8/1000.0] [batch_t 0.460 (0.460)] [data_t 0.015] [optim_t 0.445] [lr 0.000123] [CE 3.608 (3.708)] [KD 1.446 (1.629)] +2024-10-20 21:38:06,763 - Train: 88.68% [1109400/1251000] [886.8/1000.0] [batch_t 0.398 (0.410)] [data_t 0.016] [optim_t 0.382] [lr 0.000123] [CE 4.169 (3.770)] [KD 1.739 (1.672)] +2024-10-20 21:38:28,506 - Train: 88.69% [1109450/1251000] [886.9/1000.0] [batch_t 0.361 (0.435)] [data_t 0.015] [optim_t 0.346] [lr 0.000123] [CE 4.156 (3.738)] [KD 1.942 (1.684)] +2024-10-20 21:38:50,464 - Train: 88.69% [1109500/1251000] [886.9/1000.0] [batch_t 0.374 (0.439)] [data_t 0.015] [optim_t 0.359] [lr 0.000123] [CE 3.915 (3.806)] [KD 1.760 (1.675)] +2024-10-20 21:39:13,810 - Train: 88.69% [1109550/1251000] [886.9/1000.0] [batch_t 0.521 (0.467)] [data_t 0.015] [optim_t 0.506] [lr 0.000123] [CE 3.486 (3.768)] [KD 1.525 (1.681)] +2024-10-20 21:39:35,351 - Train: 88.70% [1109600/1251000] [887.0/1000.0] [batch_t 0.765 (0.431)] [data_t 0.016] [optim_t 0.749] [lr 0.000123] [CE 3.588 (3.760)] [KD 1.580 (1.650)] +2024-10-20 21:40:11,403 - Test (net): 100.00% [50/50] [batch_t 0.135 (0.419)] [top1_cnt 41332] [top5_cnt 48134] [top_all 50000] +2024-10-20 21:40:11,403 - net: 82.664 (96.268) +2024-10-20 21:40:33,058 - Test (net_E): 100.00% [50/50] [batch_t 0.144 (0.426)] [top1_cnt 41640] [top5_cnt 48293] [top_all 50000] +2024-10-20 21:40:33,059 - net_E: 83.280 (96.586) +2024-10-20 21:40:33,242 - Max [top1: 82.770 (epoch: 879)] [top1-ema: 83.280 (epoch: 887)] +2024-10-20 21:40:33,242 - ==> Total time: 5 days, 21:58:41 Eta: 18:05:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 21:40:45,687 - Train: 88.70% [1109650/1251000] [887.0/1000.0] [batch_t 0.362 (0.588)] [data_t 0.016] [optim_t 0.346] [lr 0.000123] [CE 4.083 (3.811)] [KD 1.863 (1.680)] +2024-10-20 21:41:06,209 - Train: 88.71% [1109700/1251000] [887.1/1000.0] [batch_t 0.486 (0.410)] [data_t 0.142] [optim_t 0.343] [lr 0.000123] [CE 3.973 (3.822)] [KD 1.797 (1.694)] +2024-10-20 21:41:28,216 - Train: 88.71% [1109750/1251000] [887.1/1000.0] [batch_t 0.387 (0.440)] [data_t 0.038] [optim_t 0.349] [lr 0.000122] [CE 3.244 (3.683)] [KD 1.442 (1.649)] +2024-10-20 21:41:49,612 - Train: 88.71% [1109800/1251000] [887.1/1000.0] [batch_t 0.466 (0.428)] [data_t 0.123] [optim_t 0.343] [lr 0.000122] [CE 3.565 (3.793)] [KD 1.626 (1.674)] +2024-10-20 21:42:11,348 - Train: 88.72% [1109850/1251000] [887.2/1000.0] [batch_t 0.411 (0.435)] [data_t 0.066] [optim_t 0.345] [lr 0.000122] [CE 4.130 (3.785)] [KD 1.755 (1.682)] +2024-10-20 21:42:33,869 - Train: 88.72% [1109900/1251000] [887.2/1000.0] [batch_t 0.415 (0.450)] [data_t 0.072] [optim_t 0.343] [lr 0.000122] [CE 4.093 (3.745)] [KD 1.772 (1.652)] +2024-10-20 21:42:56,133 - Train: 88.73% [1109950/1251000] [887.3/1000.0] [batch_t 0.458 (0.445)] [data_t 0.114] [optim_t 0.344] [lr 0.000122] [CE 3.931 (3.695)] [KD 1.803 (1.635)] +2024-10-20 21:43:18,469 - Train: 88.73% [1110000/1251000] [887.3/1000.0] [batch_t 0.422 (0.447)] [data_t 0.076] [optim_t 0.346] [lr 0.000122] [CE 3.584 (3.753)] [KD 1.579 (1.664)] +2024-10-20 21:43:40,021 - Train: 88.73% [1110050/1251000] [887.3/1000.0] [batch_t 0.396 (0.431)] [data_t 0.053] [optim_t 0.344] [lr 0.000122] [CE 3.612 (3.761)] [KD 1.642 (1.662)] +2024-10-20 21:44:00,952 - Train: 88.74% [1110100/1251000] [887.4/1000.0] [batch_t 0.449 (0.419)] [data_t 0.105] [optim_t 0.344] [lr 0.000122] [CE 3.373 (3.675)] [KD 1.552 (1.623)] +2024-10-20 21:44:22,681 - Train: 88.74% [1110150/1251000] [887.4/1000.0] [batch_t 0.360 (0.434)] [data_t 0.016] [optim_t 0.345] [lr 0.000122] [CE 3.706 (3.784)] [KD 1.609 (1.657)] +2024-10-20 21:44:44,228 - Train: 88.75% [1110200/1251000] [887.5/1000.0] [batch_t 0.429 (0.431)] [data_t 0.015] [optim_t 0.414] [lr 0.000122] [CE 3.964 (3.732)] [KD 1.776 (1.668)] +2024-10-20 21:45:06,014 - Train: 88.75% [1110250/1251000] [887.5/1000.0] [batch_t 0.494 (0.436)] [data_t 0.015] [optim_t 0.479] [lr 0.000122] [CE 3.831 (3.791)] [KD 1.744 (1.687)] +2024-10-20 21:45:27,816 - Train: 88.75% [1110300/1251000] [887.5/1000.0] [batch_t 0.360 (0.436)] [data_t 0.015] [optim_t 0.345] [lr 0.000122] [CE 3.655 (3.799)] [KD 1.611 (1.686)] +2024-10-20 21:45:49,167 - Train: 88.76% [1110350/1251000] [887.6/1000.0] [batch_t 0.533 (0.427)] [data_t 0.015] [optim_t 0.518] [lr 0.000122] [CE 4.124 (3.662)] [KD 1.764 (1.623)] +2024-10-20 21:46:10,826 - Train: 88.76% [1110400/1251000] [887.6/1000.0] [batch_t 0.457 (0.433)] [data_t 0.015] [optim_t 0.442] [lr 0.000122] [CE 3.854 (3.698)] [KD 1.628 (1.630)] +2024-10-20 21:46:32,930 - Train: 88.76% [1110450/1251000] [887.6/1000.0] [batch_t 0.416 (0.442)] [data_t 0.015] [optim_t 0.401] [lr 0.000122] [CE 3.918 (3.842)] [KD 1.802 (1.695)] +2024-10-20 21:46:54,597 - Train: 88.77% [1110500/1251000] [887.7/1000.0] [batch_t 0.469 (0.433)] [data_t 0.015] [optim_t 0.453] [lr 0.000121] [CE 4.352 (3.708)] [KD 1.977 (1.644)] +2024-10-20 21:47:16,150 - Train: 88.77% [1110550/1251000] [887.7/1000.0] [batch_t 0.450 (0.431)] [data_t 0.015] [optim_t 0.434] [lr 0.000121] [CE 3.555 (3.843)] [KD 1.602 (1.696)] +2024-10-20 21:47:37,770 - Train: 88.78% [1110600/1251000] [887.8/1000.0] [batch_t 0.447 (0.432)] [data_t 0.015] [optim_t 0.432] [lr 0.000121] [CE 3.983 (3.778)] [KD 1.631 (1.673)] +2024-10-20 21:47:59,524 - Train: 88.78% [1110650/1251000] [887.8/1000.0] [batch_t 0.366 (0.435)] [data_t 0.015] [optim_t 0.350] [lr 0.000121] [CE 3.692 (3.747)] [KD 1.535 (1.649)] +2024-10-20 21:48:21,453 - Train: 88.78% [1110700/1251000] [887.8/1000.0] [batch_t 0.492 (0.438)] [data_t 0.015] [optim_t 0.477] [lr 0.000121] [CE 3.730 (3.805)] [KD 1.637 (1.699)] +2024-10-20 21:48:43,292 - Train: 88.79% [1110750/1251000] [887.9/1000.0] [batch_t 0.401 (0.437)] [data_t 0.015] [optim_t 0.386] [lr 0.000121] [CE 3.509 (3.749)] [KD 1.454 (1.657)] +2024-10-20 21:49:06,269 - Train: 88.79% [1110800/1251000] [887.9/1000.0] [batch_t 0.411 (0.459)] [data_t 0.015] [optim_t 0.396] [lr 0.000121] [CE 3.308 (3.771)] [KD 1.468 (1.651)] +2024-10-20 21:49:27,999 - Train: 88.80% [1110850/1251000] [888.0/1000.0] [batch_t 0.548 (0.434)] [data_t 0.015] [optim_t 0.532] [lr 0.000121] [CE 3.527 (3.724)] [KD 1.507 (1.647)] +2024-10-20 21:50:05,591 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41341] [top5_cnt 48153] [top_all 50000] +2024-10-20 21:50:05,591 - net: 82.682 (96.306) +2024-10-20 21:50:27,847 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 41644] [top5_cnt 48289] [top_all 50000] +2024-10-20 21:50:27,847 - net_E: 83.288 (96.578) +2024-10-20 21:50:28,029 - Max [top1: 82.770 (epoch: 879)] [top1-ema: 83.288 (epoch: 888)] +2024-10-20 21:50:28,029 - ==> Total time: 5 days, 22:08:36 Eta: 17:55:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 21:50:40,257 - Train: 88.80% [1110900/1251000] [888.0/1000.0] [batch_t 0.366 (0.623)] [data_t 0.015] [optim_t 0.351] [lr 0.000121] [CE 3.990 (3.637)] [KD 1.807 (1.596)] +2024-10-20 21:51:00,470 - Train: 88.80% [1110950/1251000] [888.0/1000.0] [batch_t 0.464 (0.404)] [data_t 0.078] [optim_t 0.386] [lr 0.000121] [CE 3.595 (3.725)] [KD 1.639 (1.645)] +2024-10-20 21:51:23,259 - Train: 88.81% [1111000/1251000] [888.1/1000.0] [batch_t 0.408 (0.456)] [data_t 0.016] [optim_t 0.392] [lr 0.000121] [CE 3.745 (3.755)] [KD 1.650 (1.663)] +2024-10-20 21:51:45,327 - Train: 88.81% [1111050/1251000] [888.1/1000.0] [batch_t 0.361 (0.441)] [data_t 0.015] [optim_t 0.346] [lr 0.000121] [CE 3.116 (3.750)] [KD 1.339 (1.658)] +2024-10-20 21:52:07,749 - Train: 88.82% [1111100/1251000] [888.2/1000.0] [batch_t 0.382 (0.448)] [data_t 0.015] [optim_t 0.366] [lr 0.000121] [CE 3.487 (3.794)] [KD 1.502 (1.686)] +2024-10-20 21:52:29,633 - Train: 88.82% [1111150/1251000] [888.2/1000.0] [batch_t 0.462 (0.438)] [data_t 0.015] [optim_t 0.447] [lr 0.000121] [CE 3.634 (3.748)] [KD 1.732 (1.662)] +2024-10-20 21:52:51,175 - Train: 88.82% [1111200/1251000] [888.2/1000.0] [batch_t 0.481 (0.431)] [data_t 0.015] [optim_t 0.466] [lr 0.000121] [CE 4.315 (3.781)] [KD 2.050 (1.671)] +2024-10-20 21:53:12,854 - Train: 88.83% [1111250/1251000] [888.3/1000.0] [batch_t 0.518 (0.433)] [data_t 0.016] [optim_t 0.503] [lr 0.000121] [CE 3.800 (3.709)] [KD 1.714 (1.660)] +2024-10-20 21:53:34,982 - Train: 88.83% [1111300/1251000] [888.3/1000.0] [batch_t 0.401 (0.442)] [data_t 0.015] [optim_t 0.386] [lr 0.000120] [CE 2.893 (3.724)] [KD 1.218 (1.650)] +2024-10-20 21:53:56,689 - Train: 88.84% [1111350/1251000] [888.4/1000.0] [batch_t 0.378 (0.434)] [data_t 0.015] [optim_t 0.363] [lr 0.000120] [CE 3.804 (3.811)] [KD 1.692 (1.670)] +2024-10-20 21:54:18,198 - Train: 88.84% [1111400/1251000] [888.4/1000.0] [batch_t 0.382 (0.430)] [data_t 0.015] [optim_t 0.366] [lr 0.000120] [CE 3.810 (3.710)] [KD 1.715 (1.644)] +2024-10-20 21:54:39,805 - Train: 88.84% [1111450/1251000] [888.4/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.000120] [CE 3.607 (3.711)] [KD 1.651 (1.648)] +2024-10-20 21:55:01,429 - Train: 88.85% [1111500/1251000] [888.5/1000.0] [batch_t 0.457 (0.432)] [data_t 0.015] [optim_t 0.442] [lr 0.000120] [CE 3.460 (3.743)] [KD 1.520 (1.673)] +2024-10-20 21:55:22,890 - Train: 88.85% [1111550/1251000] [888.5/1000.0] [batch_t 0.473 (0.429)] [data_t 0.016] [optim_t 0.457] [lr 0.000120] [CE 3.711 (3.774)] [KD 1.620 (1.684)] +2024-10-20 21:55:45,341 - Train: 88.86% [1111600/1251000] [888.6/1000.0] [batch_t 0.453 (0.449)] [data_t 0.107] [optim_t 0.346] [lr 0.000120] [CE 4.138 (3.787)] [KD 1.910 (1.668)] +2024-10-20 21:56:07,853 - Train: 88.86% [1111650/1251000] [888.6/1000.0] [batch_t 0.490 (0.450)] [data_t 0.147] [optim_t 0.342] [lr 0.000120] [CE 3.723 (3.742)] [KD 1.436 (1.644)] +2024-10-20 21:56:30,276 - Train: 88.86% [1111700/1251000] [888.6/1000.0] [batch_t 0.448 (0.448)] [data_t 0.103] [optim_t 0.345] [lr 0.000120] [CE 4.089 (3.776)] [KD 1.813 (1.659)] +2024-10-20 21:56:52,019 - Train: 88.87% [1111750/1251000] [888.7/1000.0] [batch_t 0.470 (0.435)] [data_t 0.123] [optim_t 0.348] [lr 0.000120] [CE 4.259 (3.808)] [KD 1.854 (1.672)] +2024-10-20 21:57:13,940 - Train: 88.87% [1111800/1251000] [888.7/1000.0] [batch_t 0.417 (0.438)] [data_t 0.073] [optim_t 0.344] [lr 0.000120] [CE 3.894 (3.743)] [KD 1.711 (1.644)] +2024-10-20 21:57:35,847 - Train: 88.88% [1111850/1251000] [888.8/1000.0] [batch_t 0.412 (0.438)] [data_t 0.066] [optim_t 0.346] [lr 0.000120] [CE 3.733 (3.742)] [KD 1.670 (1.662)] +2024-10-20 21:57:57,394 - Train: 88.88% [1111900/1251000] [888.8/1000.0] [batch_t 0.464 (0.431)] [data_t 0.118] [optim_t 0.346] [lr 0.000120] [CE 3.298 (3.720)] [KD 1.467 (1.652)] +2024-10-20 21:58:20,333 - Train: 88.88% [1111950/1251000] [888.8/1000.0] [batch_t 0.413 (0.459)] [data_t 0.070] [optim_t 0.343] [lr 0.000120] [CE 3.883 (3.793)] [KD 1.815 (1.678)] +2024-10-20 21:58:42,332 - Train: 88.89% [1112000/1251000] [888.9/1000.0] [batch_t 0.559 (0.440)] [data_t 0.218] [optim_t 0.341] [lr 0.000120] [CE 3.824 (3.742)] [KD 1.745 (1.649)] +2024-10-20 21:59:04,018 - Train: 88.89% [1112050/1251000] [888.9/1000.0] [batch_t 0.431 (0.434)] [data_t 0.086] [optim_t 0.345] [lr 0.000119] [CE 3.937 (3.796)] [KD 1.858 (1.666)] +2024-10-20 21:59:26,195 - Train: 88.90% [1112100/1251000] [889.0/1000.0] [batch_t 0.404 (0.443)] [data_t 0.059] [optim_t 0.345] [lr 0.000119] [CE 3.679 (3.781)] [KD 1.664 (1.662)] +2024-10-20 22:00:03,617 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41322] [top5_cnt 48102] [top_all 50000] +2024-10-20 22:00:03,618 - net: 82.644 (96.204) +2024-10-20 22:00:25,694 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 41642] [top5_cnt 48281] [top_all 50000] +2024-10-20 22:00:25,695 - net_E: 83.284 (96.562) +2024-10-20 22:00:25,863 - Max [top1: 82.770 (epoch: 879)] [top1-ema: 83.288 (epoch: 888)] +2024-10-20 22:00:25,863 - ==> Total time: 5 days, 22:18:34 Eta: 17:46:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 22:00:36,500 - Train: 88.90% [1112150/1251000] [889.0/1000.0] [batch_t 0.368 (0.833)] [data_t 0.015] [optim_t 0.353] [lr 0.000119] [CE 4.001 (3.638)] [KD 1.778 (1.615)] +2024-10-20 22:00:56,207 - Train: 88.90% [1112200/1251000] [889.0/1000.0] [batch_t 0.443 (0.394)] [data_t 0.015] [optim_t 0.428] [lr 0.000119] [CE 3.691 (3.807)] [KD 1.533 (1.689)] +2024-10-20 22:01:17,975 - Train: 88.91% [1112250/1251000] [889.1/1000.0] [batch_t 0.435 (0.435)] [data_t 0.015] [optim_t 0.419] [lr 0.000119] [CE 4.069 (3.740)] [KD 1.797 (1.654)] +2024-10-20 22:01:39,788 - Train: 88.91% [1112300/1251000] [889.1/1000.0] [batch_t 0.436 (0.436)] [data_t 0.015] [optim_t 0.421] [lr 0.000119] [CE 3.903 (3.742)] [KD 1.692 (1.650)] +2024-10-20 22:02:01,636 - Train: 88.92% [1112350/1251000] [889.2/1000.0] [batch_t 0.395 (0.437)] [data_t 0.015] [optim_t 0.380] [lr 0.000119] [CE 3.140 (3.762)] [KD 1.214 (1.665)] +2024-10-20 22:02:23,580 - Train: 88.92% [1112400/1251000] [889.2/1000.0] [batch_t 0.400 (0.439)] [data_t 0.015] [optim_t 0.384] [lr 0.000119] [CE 3.821 (3.798)] [KD 1.642 (1.674)] +2024-10-20 22:02:45,401 - Train: 88.92% [1112450/1251000] [889.2/1000.0] [batch_t 0.471 (0.436)] [data_t 0.015] [optim_t 0.455] [lr 0.000119] [CE 3.525 (3.754)] [KD 1.480 (1.663)] +2024-10-20 22:03:07,473 - Train: 88.93% [1112500/1251000] [889.3/1000.0] [batch_t 0.465 (0.441)] [data_t 0.015] [optim_t 0.449] [lr 0.000119] [CE 3.519 (3.771)] [KD 1.437 (1.648)] +2024-10-20 22:03:29,261 - Train: 88.93% [1112550/1251000] [889.3/1000.0] [batch_t 0.427 (0.436)] [data_t 0.016] [optim_t 0.411] [lr 0.000119] [CE 3.845 (3.813)] [KD 1.668 (1.680)] +2024-10-20 22:03:51,205 - Train: 88.94% [1112600/1251000] [889.4/1000.0] [batch_t 0.364 (0.439)] [data_t 0.015] [optim_t 0.349] [lr 0.000119] [CE 3.770 (3.798)] [KD 1.653 (1.682)] +2024-10-20 22:04:13,025 - Train: 88.94% [1112650/1251000] [889.4/1000.0] [batch_t 0.418 (0.436)] [data_t 0.015] [optim_t 0.403] [lr 0.000119] [CE 3.957 (3.694)] [KD 1.783 (1.626)] +2024-10-20 22:04:34,665 - Train: 88.94% [1112700/1251000] [889.4/1000.0] [batch_t 0.506 (0.433)] [data_t 0.015] [optim_t 0.491] [lr 0.000119] [CE 3.725 (3.769)] [KD 1.574 (1.648)] +2024-10-20 22:04:56,639 - Train: 88.95% [1112750/1251000] [889.5/1000.0] [batch_t 0.485 (0.439)] [data_t 0.015] [optim_t 0.469] [lr 0.000119] [CE 3.724 (3.760)] [KD 1.547 (1.685)] +2024-10-20 22:05:18,493 - Train: 88.95% [1112800/1251000] [889.5/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.346] [lr 0.000119] [CE 3.852 (3.707)] [KD 1.667 (1.651)] +2024-10-20 22:05:40,622 - Train: 88.96% [1112850/1251000] [889.6/1000.0] [batch_t 0.495 (0.442)] [data_t 0.150] [optim_t 0.344] [lr 0.000118] [CE 3.316 (3.743)] [KD 1.522 (1.660)] +2024-10-20 22:06:03,258 - Train: 88.96% [1112900/1251000] [889.6/1000.0] [batch_t 0.449 (0.453)] [data_t 0.105] [optim_t 0.345] [lr 0.000118] [CE 3.802 (3.762)] [KD 1.708 (1.659)] +2024-10-20 22:06:25,580 - Train: 88.96% [1112950/1251000] [889.6/1000.0] [batch_t 0.431 (0.446)] [data_t 0.088] [optim_t 0.344] [lr 0.000118] [CE 4.145 (3.799)] [KD 1.835 (1.678)] +2024-10-20 22:06:47,491 - Train: 88.97% [1113000/1251000] [889.7/1000.0] [batch_t 0.367 (0.438)] [data_t 0.016] [optim_t 0.352] [lr 0.000118] [CE 3.876 (3.717)] [KD 1.762 (1.648)] +2024-10-20 22:07:09,093 - Train: 88.97% [1113050/1251000] [889.7/1000.0] [batch_t 0.375 (0.432)] [data_t 0.025] [optim_t 0.350] [lr 0.000118] [CE 4.232 (3.768)] [KD 1.791 (1.659)] +2024-10-20 22:07:31,898 - Train: 88.98% [1113100/1251000] [889.8/1000.0] [batch_t 0.452 (0.456)] [data_t 0.016] [optim_t 0.437] [lr 0.000118] [CE 3.459 (3.735)] [KD 1.384 (1.647)] +2024-10-20 22:07:54,468 - Train: 88.98% [1113150/1251000] [889.8/1000.0] [batch_t 0.561 (0.451)] [data_t 0.016] [optim_t 0.545] [lr 0.000118] [CE 3.899 (3.817)] [KD 1.703 (1.676)] +2024-10-20 22:08:17,440 - Train: 88.98% [1113200/1251000] [889.8/1000.0] [batch_t 0.519 (0.459)] [data_t 0.015] [optim_t 0.504] [lr 0.000118] [CE 3.803 (3.763)] [KD 1.520 (1.659)] +2024-10-20 22:08:39,399 - Train: 88.99% [1113250/1251000] [889.9/1000.0] [batch_t 0.437 (0.439)] [data_t 0.016] [optim_t 0.422] [lr 0.000118] [CE 3.689 (3.785)] [KD 1.621 (1.670)] +2024-10-20 22:09:01,464 - Train: 88.99% [1113300/1251000] [889.9/1000.0] [batch_t 0.364 (0.441)] [data_t 0.015] [optim_t 0.348] [lr 0.000118] [CE 4.153 (3.769)] [KD 1.767 (1.662)] +2024-10-20 22:09:23,697 - Train: 89.00% [1113350/1251000] [890.0/1000.0] [batch_t 0.402 (0.445)] [data_t 0.016] [optim_t 0.386] [lr 0.000118] [CE 4.042 (3.761)] [KD 1.850 (1.648)] +2024-10-20 22:10:02,051 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 41427] [top5_cnt 48130] [top_all 50000] +2024-10-20 22:10:02,052 - net: 82.854 (96.260) +2024-10-20 22:10:24,358 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.438)] [top1_cnt 41651] [top5_cnt 48270] [top_all 50000] +2024-10-20 22:10:24,358 - net_E: 83.302 (96.540) +2024-10-20 22:10:24,526 - Max [top1: 82.854 (epoch: 890)] [top1-ema: 83.302 (epoch: 890)] +2024-10-20 22:10:24,527 - ==> Total time: 5 days, 22:28:33 Eta: 17:36:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 22:10:36,860 - Train: 89.00% [1113400/1251000] [890.0/1000.0] [batch_t 0.358 (0.717)] [data_t 0.015] [optim_t 0.343] [lr 0.000118] [CE 3.975 (3.734)] [KD 1.919 (1.675)] +2024-10-20 22:10:56,712 - Train: 89.00% [1113450/1251000] [890.0/1000.0] [batch_t 0.578 (0.397)] [data_t 0.016] [optim_t 0.562] [lr 0.000118] [CE 4.106 (3.709)] [KD 1.779 (1.648)] +2024-10-20 22:11:19,515 - Train: 89.01% [1113500/1251000] [890.1/1000.0] [batch_t 0.490 (0.456)] [data_t 0.015] [optim_t 0.475] [lr 0.000118] [CE 3.497 (3.764)] [KD 1.434 (1.653)] +2024-10-20 22:11:41,985 - Train: 89.01% [1113550/1251000] [890.1/1000.0] [batch_t 0.451 (0.449)] [data_t 0.016] [optim_t 0.435] [lr 0.000118] [CE 3.509 (3.776)] [KD 1.543 (1.675)] +2024-10-20 22:12:03,210 - Train: 89.02% [1113600/1251000] [890.2/1000.0] [batch_t 0.409 (0.424)] [data_t 0.015] [optim_t 0.393] [lr 0.000118] [CE 3.864 (3.798)] [KD 1.653 (1.673)] +2024-10-20 22:12:24,727 - Train: 89.02% [1113650/1251000] [890.2/1000.0] [batch_t 0.418 (0.430)] [data_t 0.015] [optim_t 0.403] [lr 0.000117] [CE 2.951 (3.760)] [KD 1.251 (1.657)] +2024-10-20 22:12:46,003 - Train: 89.02% [1113700/1251000] [890.2/1000.0] [batch_t 0.421 (0.425)] [data_t 0.016] [optim_t 0.406] [lr 0.000117] [CE 3.614 (3.748)] [KD 1.653 (1.644)] +2024-10-20 22:13:07,757 - Train: 89.03% [1113750/1251000] [890.3/1000.0] [batch_t 0.466 (0.435)] [data_t 0.016] [optim_t 0.450] [lr 0.000117] [CE 3.890 (3.758)] [KD 1.611 (1.638)] +2024-10-20 22:13:29,621 - Train: 89.03% [1113800/1251000] [890.3/1000.0] [batch_t 0.437 (0.437)] [data_t 0.016] [optim_t 0.422] [lr 0.000117] [CE 3.775 (3.718)] [KD 1.633 (1.634)] +2024-10-20 22:13:51,269 - Train: 89.04% [1113850/1251000] [890.4/1000.0] [batch_t 0.462 (0.433)] [data_t 0.015] [optim_t 0.446] [lr 0.000117] [CE 3.661 (3.769)] [KD 1.701 (1.673)] +2024-10-20 22:14:13,683 - Train: 89.04% [1113900/1251000] [890.4/1000.0] [batch_t 0.451 (0.448)] [data_t 0.015] [optim_t 0.436] [lr 0.000117] [CE 3.922 (3.704)] [KD 1.680 (1.625)] +2024-10-20 22:14:35,594 - Train: 89.04% [1113950/1251000] [890.4/1000.0] [batch_t 0.467 (0.438)] [data_t 0.015] [optim_t 0.451] [lr 0.000117] [CE 3.626 (3.755)] [KD 1.656 (1.640)] +2024-10-20 22:14:57,367 - Train: 89.05% [1114000/1251000] [890.5/1000.0] [batch_t 0.369 (0.435)] [data_t 0.015] [optim_t 0.354] [lr 0.000117] [CE 3.012 (3.756)] [KD 1.363 (1.679)] +2024-10-20 22:15:18,857 - Train: 89.05% [1114050/1251000] [890.5/1000.0] [batch_t 0.405 (0.430)] [data_t 0.015] [optim_t 0.389] [lr 0.000117] [CE 4.187 (3.766)] [KD 1.917 (1.678)] +2024-10-20 22:15:40,099 - Train: 89.06% [1114100/1251000] [890.6/1000.0] [batch_t 0.377 (0.425)] [data_t 0.016] [optim_t 0.362] [lr 0.000117] [CE 4.078 (3.719)] [KD 1.672 (1.651)] +2024-10-20 22:16:02,149 - Train: 89.06% [1114150/1251000] [890.6/1000.0] [batch_t 0.436 (0.441)] [data_t 0.015] [optim_t 0.420] [lr 0.000117] [CE 3.213 (3.769)] [KD 1.441 (1.678)] +2024-10-20 22:16:24,419 - Train: 89.06% [1114200/1251000] [890.6/1000.0] [batch_t 0.449 (0.445)] [data_t 0.015] [optim_t 0.434] [lr 0.000117] [CE 3.569 (3.757)] [KD 1.532 (1.669)] +2024-10-20 22:16:46,409 - Train: 89.07% [1114250/1251000] [890.7/1000.0] [batch_t 0.431 (0.440)] [data_t 0.016] [optim_t 0.415] [lr 0.000117] [CE 3.534 (3.756)] [KD 1.563 (1.670)] +2024-10-20 22:17:07,785 - Train: 89.07% [1114300/1251000] [890.7/1000.0] [batch_t 0.383 (0.427)] [data_t 0.016] [optim_t 0.368] [lr 0.000117] [CE 3.689 (3.738)] [KD 1.630 (1.641)] +2024-10-20 22:17:29,102 - Train: 89.08% [1114350/1251000] [890.8/1000.0] [batch_t 0.470 (0.426)] [data_t 0.016] [optim_t 0.454] [lr 0.000117] [CE 3.424 (3.709)] [KD 1.549 (1.633)] +2024-10-20 22:17:50,000 - Train: 89.08% [1114400/1251000] [890.8/1000.0] [batch_t 0.495 (0.418)] [data_t 0.016] [optim_t 0.479] [lr 0.000117] [CE 3.220 (3.757)] [KD 1.394 (1.653)] +2024-10-20 22:18:11,744 - Train: 89.08% [1114450/1251000] [890.8/1000.0] [batch_t 0.361 (0.435)] [data_t 0.016] [optim_t 0.345] [lr 0.000116] [CE 3.897 (3.832)] [KD 1.735 (1.696)] +2024-10-20 22:18:33,951 - Train: 89.09% [1114500/1251000] [890.9/1000.0] [batch_t 0.467 (0.444)] [data_t 0.015] [optim_t 0.451] [lr 0.000116] [CE 3.499 (3.807)] [KD 1.469 (1.682)] +2024-10-20 22:18:55,862 - Train: 89.09% [1114550/1251000] [890.9/1000.0] [batch_t 0.374 (0.438)] [data_t 0.015] [optim_t 0.359] [lr 0.000116] [CE 4.075 (3.799)] [KD 1.791 (1.674)] +2024-10-20 22:19:17,183 - Train: 89.10% [1114600/1251000] [891.0/1000.0] [batch_t 0.440 (0.426)] [data_t 0.015] [optim_t 0.424] [lr 0.000116] [CE 3.615 (3.819)] [KD 1.563 (1.685)] +2024-10-20 22:19:55,730 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41330] [top5_cnt 48133] [top_all 50000] +2024-10-20 22:19:55,731 - net: 82.660 (96.266) +2024-10-20 22:20:19,528 - Test (net_E): 100.00% [50/50] [batch_t 0.216 (0.470)] [top1_cnt 41634] [top5_cnt 48276] [top_all 50000] +2024-10-20 22:20:19,528 - net_E: 83.268 (96.552) +2024-10-20 22:20:19,678 - Max [top1: 82.854 (epoch: 890)] [top1-ema: 83.302 (epoch: 890)] +2024-10-20 22:20:19,679 - ==> Total time: 5 days, 22:38:28 Eta: 17:26:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 22:20:29,753 - Train: 89.10% [1114650/1251000] [891.0/1000.0] [batch_t 0.359 (0.966)] [data_t 0.016] [optim_t 0.343] [lr 0.000116] [CE 3.220 (3.556)] [KD 1.342 (1.519)] +2024-10-20 22:20:49,965 - Train: 89.10% [1114700/1251000] [891.0/1000.0] [batch_t 0.504 (0.404)] [data_t 0.015] [optim_t 0.489] [lr 0.000116] [CE 4.177 (3.738)] [KD 1.773 (1.655)] +2024-10-20 22:21:12,690 - Train: 89.11% [1114750/1251000] [891.1/1000.0] [batch_t 0.393 (0.454)] [data_t 0.016] [optim_t 0.377] [lr 0.000116] [CE 3.646 (3.792)] [KD 1.666 (1.680)] +2024-10-20 22:21:34,091 - Train: 89.11% [1114800/1251000] [891.1/1000.0] [batch_t 0.361 (0.428)] [data_t 0.016] [optim_t 0.346] [lr 0.000116] [CE 4.318 (3.792)] [KD 1.929 (1.679)] +2024-10-20 22:21:55,413 - Train: 89.12% [1114850/1251000] [891.2/1000.0] [batch_t 0.452 (0.426)] [data_t 0.016] [optim_t 0.436] [lr 0.000116] [CE 3.916 (3.791)] [KD 1.720 (1.674)] +2024-10-20 22:22:17,609 - Train: 89.12% [1114900/1251000] [891.2/1000.0] [batch_t 0.364 (0.444)] [data_t 0.016] [optim_t 0.348] [lr 0.000116] [CE 3.427 (3.721)] [KD 1.371 (1.615)] +2024-10-20 22:22:37,505 - Train: 89.12% [1114950/1251000] [891.2/1000.0] [batch_t 0.362 (0.398)] [data_t 0.016] [optim_t 0.347] [lr 0.000116] [CE 3.752 (3.801)] [KD 1.540 (1.688)] +2024-10-20 22:22:58,224 - Train: 89.13% [1115000/1251000] [891.3/1000.0] [batch_t 0.450 (0.414)] [data_t 0.015] [optim_t 0.435] [lr 0.000116] [CE 3.745 (3.776)] [KD 1.746 (1.681)] +2024-10-20 22:23:20,274 - Train: 89.13% [1115050/1251000] [891.3/1000.0] [batch_t 0.368 (0.441)] [data_t 0.016] [optim_t 0.352] [lr 0.000116] [CE 3.673 (3.748)] [KD 1.716 (1.628)] +2024-10-20 22:23:41,534 - Train: 89.14% [1115100/1251000] [891.4/1000.0] [batch_t 0.462 (0.425)] [data_t 0.015] [optim_t 0.447] [lr 0.000116] [CE 3.842 (3.740)] [KD 1.740 (1.655)] +2024-10-20 22:24:03,404 - Train: 89.14% [1115150/1251000] [891.4/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.347] [lr 0.000116] [CE 3.667 (3.867)] [KD 1.530 (1.721)] +2024-10-20 22:24:24,776 - Train: 89.14% [1115200/1251000] [891.4/1000.0] [batch_t 0.452 (0.427)] [data_t 0.016] [optim_t 0.437] [lr 0.000116] [CE 3.813 (3.781)] [KD 1.657 (1.677)] +2024-10-20 22:24:45,719 - Train: 89.15% [1115250/1251000] [891.5/1000.0] [batch_t 0.425 (0.419)] [data_t 0.016] [optim_t 0.410] [lr 0.000115] [CE 3.535 (3.754)] [KD 1.533 (1.650)] +2024-10-20 22:25:06,824 - Train: 89.15% [1115300/1251000] [891.5/1000.0] [batch_t 0.446 (0.422)] [data_t 0.015] [optim_t 0.431] [lr 0.000115] [CE 3.751 (3.774)] [KD 1.704 (1.660)] +2024-10-20 22:25:28,310 - Train: 89.16% [1115350/1251000] [891.6/1000.0] [batch_t 0.498 (0.430)] [data_t 0.016] [optim_t 0.483] [lr 0.000115] [CE 3.596 (3.729)] [KD 1.443 (1.637)] +2024-10-20 22:25:50,270 - Train: 89.16% [1115400/1251000] [891.6/1000.0] [batch_t 0.472 (0.439)] [data_t 0.015] [optim_t 0.457] [lr 0.000115] [CE 3.685 (3.778)] [KD 1.664 (1.665)] +2024-10-20 22:26:12,949 - Train: 89.16% [1115450/1251000] [891.6/1000.0] [batch_t 0.367 (0.453)] [data_t 0.015] [optim_t 0.351] [lr 0.000115] [CE 3.409 (3.684)] [KD 1.510 (1.612)] +2024-10-20 22:26:34,609 - Train: 89.17% [1115500/1251000] [891.7/1000.0] [batch_t 0.409 (0.433)] [data_t 0.015] [optim_t 0.393] [lr 0.000115] [CE 3.483 (3.745)] [KD 1.545 (1.643)] +2024-10-20 22:26:56,388 - Train: 89.17% [1115550/1251000] [891.7/1000.0] [batch_t 0.468 (0.435)] [data_t 0.015] [optim_t 0.452] [lr 0.000115] [CE 3.123 (3.759)] [KD 1.418 (1.644)] +2024-10-20 22:27:18,772 - Train: 89.18% [1115600/1251000] [891.8/1000.0] [batch_t 0.453 (0.448)] [data_t 0.015] [optim_t 0.438] [lr 0.000115] [CE 3.769 (3.741)] [KD 1.475 (1.650)] +2024-10-20 22:27:40,983 - Train: 89.18% [1115650/1251000] [891.8/1000.0] [batch_t 0.487 (0.444)] [data_t 0.016] [optim_t 0.472] [lr 0.000115] [CE 3.523 (3.744)] [KD 1.524 (1.644)] +2024-10-20 22:28:02,938 - Train: 89.18% [1115700/1251000] [891.8/1000.0] [batch_t 0.407 (0.439)] [data_t 0.016] [optim_t 0.391] [lr 0.000115] [CE 3.812 (3.740)] [KD 1.707 (1.654)] +2024-10-20 22:28:23,966 - Train: 89.19% [1115750/1251000] [891.9/1000.0] [batch_t 0.361 (0.420)] [data_t 0.016] [optim_t 0.345] [lr 0.000115] [CE 3.551 (3.716)] [KD 1.528 (1.607)] +2024-10-20 22:28:45,212 - Train: 89.19% [1115800/1251000] [891.9/1000.0] [batch_t 0.374 (0.425)] [data_t 0.016] [optim_t 0.359] [lr 0.000115] [CE 3.855 (3.731)] [KD 1.792 (1.661)] +2024-10-20 22:29:06,084 - Train: 89.20% [1115850/1251000] [892.0/1000.0] [batch_t 0.384 (0.417)] [data_t 0.016] [optim_t 0.368] [lr 0.000115] [CE 3.349 (3.758)] [KD 1.363 (1.650)] +2024-10-20 22:29:45,125 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 41406] [top5_cnt 48164] [top_all 50000] +2024-10-20 22:29:45,126 - net: 82.812 (96.328) +2024-10-20 22:30:07,334 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 41656] [top5_cnt 48274] [top_all 50000] +2024-10-20 22:30:07,334 - net_E: 83.312 (96.548) +2024-10-20 22:30:07,516 - Max [top1: 82.854 (epoch: 890)] [top1-ema: 83.312 (epoch: 892)] +2024-10-20 22:30:07,517 - ==> Total time: 5 days, 22:48:16 Eta: 17:17:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 22:30:18,268 - Train: 89.20% [1115900/1251000] [892.0/1000.0] [batch_t 0.363 (0.795)] [data_t 0.016] [optim_t 0.347] [lr 0.000115] [CE 4.106 (3.815)] [KD 1.811 (1.619)] +2024-10-20 22:30:37,580 - Train: 89.20% [1115950/1251000] [892.0/1000.0] [batch_t 0.423 (0.386)] [data_t 0.015] [optim_t 0.408] [lr 0.000115] [CE 3.739 (3.775)] [KD 1.537 (1.646)] +2024-10-20 22:30:59,650 - Train: 89.21% [1116000/1251000] [892.1/1000.0] [batch_t 0.386 (0.441)] [data_t 0.016] [optim_t 0.370] [lr 0.000115] [CE 3.571 (3.766)] [KD 1.494 (1.648)] +2024-10-20 22:31:21,189 - Train: 89.21% [1116050/1251000] [892.1/1000.0] [batch_t 0.385 (0.431)] [data_t 0.016] [optim_t 0.370] [lr 0.000114] [CE 3.510 (3.816)] [KD 1.611 (1.680)] +2024-10-20 22:31:42,422 - Train: 89.22% [1116100/1251000] [892.2/1000.0] [batch_t 0.480 (0.425)] [data_t 0.015] [optim_t 0.465] [lr 0.000114] [CE 3.642 (3.732)] [KD 1.529 (1.656)] +2024-10-20 22:32:03,551 - Train: 89.22% [1116150/1251000] [892.2/1000.0] [batch_t 0.402 (0.422)] [data_t 0.015] [optim_t 0.386] [lr 0.000114] [CE 3.551 (3.767)] [KD 1.495 (1.659)] +2024-10-20 22:32:24,417 - Train: 89.22% [1116200/1251000] [892.2/1000.0] [batch_t 0.466 (0.417)] [data_t 0.015] [optim_t 0.450] [lr 0.000114] [CE 3.913 (3.747)] [KD 1.702 (1.638)] +2024-10-20 22:32:45,871 - Train: 89.23% [1116250/1251000] [892.3/1000.0] [batch_t 0.359 (0.429)] [data_t 0.015] [optim_t 0.343] [lr 0.000114] [CE 3.172 (3.737)] [KD 1.384 (1.648)] +2024-10-20 22:33:06,820 - Train: 89.23% [1116300/1251000] [892.3/1000.0] [batch_t 0.472 (0.419)] [data_t 0.015] [optim_t 0.456] [lr 0.000114] [CE 3.774 (3.749)] [KD 1.682 (1.652)] +2024-10-20 22:33:28,524 - Train: 89.24% [1116350/1251000] [892.4/1000.0] [batch_t 0.391 (0.434)] [data_t 0.016] [optim_t 0.376] [lr 0.000114] [CE 3.665 (3.739)] [KD 1.505 (1.645)] +2024-10-20 22:33:50,178 - Train: 89.24% [1116400/1251000] [892.4/1000.0] [batch_t 0.411 (0.433)] [data_t 0.015] [optim_t 0.396] [lr 0.000114] [CE 3.560 (3.697)] [KD 1.553 (1.645)] +2024-10-20 22:34:11,914 - Train: 89.24% [1116450/1251000] [892.4/1000.0] [batch_t 0.419 (0.435)] [data_t 0.015] [optim_t 0.403] [lr 0.000114] [CE 4.003 (3.794)] [KD 1.920 (1.659)] +2024-10-20 22:34:33,930 - Train: 89.25% [1116500/1251000] [892.5/1000.0] [batch_t 0.400 (0.440)] [data_t 0.015] [optim_t 0.385] [lr 0.000114] [CE 4.463 (3.871)] [KD 1.905 (1.718)] +2024-10-20 22:34:55,354 - Train: 89.25% [1116550/1251000] [892.5/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.000114] [CE 3.311 (3.769)] [KD 1.443 (1.646)] +2024-10-20 22:35:16,217 - Train: 89.26% [1116600/1251000] [892.6/1000.0] [batch_t 0.361 (0.417)] [data_t 0.015] [optim_t 0.345] [lr 0.000114] [CE 4.056 (3.721)] [KD 1.881 (1.638)] +2024-10-20 22:35:37,548 - Train: 89.26% [1116650/1251000] [892.6/1000.0] [batch_t 0.362 (0.427)] [data_t 0.015] [optim_t 0.346] [lr 0.000114] [CE 3.705 (3.812)] [KD 1.620 (1.678)] +2024-10-20 22:35:59,456 - Train: 89.26% [1116700/1251000] [892.6/1000.0] [batch_t 0.504 (0.438)] [data_t 0.015] [optim_t 0.489] [lr 0.000114] [CE 3.759 (3.745)] [KD 1.638 (1.651)] +2024-10-20 22:36:21,769 - Train: 89.27% [1116750/1251000] [892.7/1000.0] [batch_t 0.453 (0.446)] [data_t 0.016] [optim_t 0.438] [lr 0.000114] [CE 4.011 (3.717)] [KD 1.702 (1.635)] +2024-10-20 22:36:43,559 - Train: 89.27% [1116800/1251000] [892.7/1000.0] [batch_t 0.418 (0.436)] [data_t 0.016] [optim_t 0.402] [lr 0.000114] [CE 4.179 (3.783)] [KD 1.849 (1.671)] +2024-10-20 22:37:06,253 - Train: 89.28% [1116850/1251000] [892.8/1000.0] [batch_t 0.473 (0.454)] [data_t 0.015] [optim_t 0.457] [lr 0.000113] [CE 3.806 (3.723)] [KD 1.627 (1.631)] +2024-10-20 22:37:28,299 - Train: 89.28% [1116900/1251000] [892.8/1000.0] [batch_t 0.417 (0.441)] [data_t 0.015] [optim_t 0.402] [lr 0.000113] [CE 4.341 (3.764)] [KD 1.992 (1.673)] +2024-10-20 22:37:49,885 - Train: 89.28% [1116950/1251000] [892.8/1000.0] [batch_t 0.442 (0.432)] [data_t 0.015] [optim_t 0.427] [lr 0.000113] [CE 3.428 (3.714)] [KD 1.520 (1.627)] +2024-10-20 22:38:11,128 - Train: 89.29% [1117000/1251000] [892.9/1000.0] [batch_t 0.403 (0.425)] [data_t 0.015] [optim_t 0.388] [lr 0.000113] [CE 3.953 (3.811)] [KD 1.816 (1.684)] +2024-10-20 22:38:31,889 - Train: 89.29% [1117050/1251000] [892.9/1000.0] [batch_t 0.368 (0.415)] [data_t 0.015] [optim_t 0.352] [lr 0.000113] [CE 3.468 (3.705)] [KD 1.572 (1.617)] +2024-10-20 22:38:53,121 - Train: 89.30% [1117100/1251000] [893.0/1000.0] [batch_t 0.430 (0.425)] [data_t 0.016] [optim_t 0.414] [lr 0.000113] [CE 3.713 (3.772)] [KD 1.714 (1.660)] +2024-10-20 22:39:33,937 - Test (net): 100.00% [50/50] [batch_t 0.175 (0.435)] [top1_cnt 41380] [top5_cnt 48161] [top_all 50000] +2024-10-20 22:39:33,938 - net: 82.760 (96.322) +2024-10-20 22:39:56,466 - Test (net_E): 100.00% [50/50] [batch_t 0.152 (0.444)] [top1_cnt 41648] [top5_cnt 48263] [top_all 50000] +2024-10-20 22:39:56,467 - net_E: 83.296 (96.526) +2024-10-20 22:39:56,668 - Max [top1: 82.854 (epoch: 890)] [top1-ema: 83.312 (epoch: 892)] +2024-10-20 22:39:56,669 - ==> Total time: 5 days, 22:58:05 Eta: 17:07:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 22:40:05,868 - Train: 89.30% [1117150/1251000] [893.0/1000.0] [batch_t 0.360 (1.115)] [data_t 0.015] [optim_t 0.345] [lr 0.000113] [CE 3.689 (3.664)] [KD 1.703 (1.652)] +2024-10-20 22:40:26,205 - Train: 89.30% [1117200/1251000] [893.0/1000.0] [batch_t 0.436 (0.407)] [data_t 0.015] [optim_t 0.421] [lr 0.000113] [CE 4.061 (3.737)] [KD 1.671 (1.628)] +2024-10-20 22:40:48,307 - Train: 89.31% [1117250/1251000] [893.1/1000.0] [batch_t 0.404 (0.442)] [data_t 0.015] [optim_t 0.389] [lr 0.000113] [CE 3.693 (3.762)] [KD 1.599 (1.648)] +2024-10-20 22:41:10,571 - Train: 89.31% [1117300/1251000] [893.1/1000.0] [batch_t 0.491 (0.445)] [data_t 0.015] [optim_t 0.476] [lr 0.000113] [CE 3.199 (3.756)] [KD 1.451 (1.663)] +2024-10-20 22:41:32,932 - Train: 89.32% [1117350/1251000] [893.2/1000.0] [batch_t 0.406 (0.447)] [data_t 0.015] [optim_t 0.390] [lr 0.000113] [CE 4.161 (3.783)] [KD 1.807 (1.659)] +2024-10-20 22:41:55,264 - Train: 89.32% [1117400/1251000] [893.2/1000.0] [batch_t 0.453 (0.447)] [data_t 0.015] [optim_t 0.437] [lr 0.000113] [CE 3.272 (3.770)] [KD 1.407 (1.655)] +2024-10-20 22:42:17,180 - Train: 89.32% [1117450/1251000] [893.2/1000.0] [batch_t 0.470 (0.438)] [data_t 0.015] [optim_t 0.455] [lr 0.000113] [CE 3.378 (3.754)] [KD 1.431 (1.646)] +2024-10-20 22:42:39,563 - Train: 89.33% [1117500/1251000] [893.3/1000.0] [batch_t 0.448 (0.448)] [data_t 0.015] [optim_t 0.432] [lr 0.000113] [CE 3.661 (3.788)] [KD 1.471 (1.652)] +2024-10-20 22:43:00,701 - Train: 89.33% [1117550/1251000] [893.3/1000.0] [batch_t 0.423 (0.423)] [data_t 0.015] [optim_t 0.408] [lr 0.000113] [CE 3.835 (3.729)] [KD 1.698 (1.651)] +2024-10-20 22:43:21,660 - Train: 89.34% [1117600/1251000] [893.4/1000.0] [batch_t 0.442 (0.419)] [data_t 0.015] [optim_t 0.427] [lr 0.000113] [CE 3.928 (3.760)] [KD 1.812 (1.657)] +2024-10-20 22:43:43,035 - Train: 89.34% [1117650/1251000] [893.4/1000.0] [batch_t 0.452 (0.427)] [data_t 0.015] [optim_t 0.436] [lr 0.000112] [CE 3.969 (3.776)] [KD 1.699 (1.652)] +2024-10-20 22:44:04,465 - Train: 89.34% [1117700/1251000] [893.4/1000.0] [batch_t 0.444 (0.429)] [data_t 0.015] [optim_t 0.428] [lr 0.000112] [CE 3.908 (3.794)] [KD 1.759 (1.681)] +2024-10-20 22:44:26,318 - Train: 89.35% [1117750/1251000] [893.5/1000.0] [batch_t 0.412 (0.437)] [data_t 0.015] [optim_t 0.397] [lr 0.000112] [CE 3.666 (3.785)] [KD 1.632 (1.670)] +2024-10-20 22:44:49,180 - Train: 89.35% [1117800/1251000] [893.5/1000.0] [batch_t 0.456 (0.457)] [data_t 0.016] [optim_t 0.440] [lr 0.000112] [CE 3.497 (3.800)] [KD 1.462 (1.666)] +2024-10-20 22:45:10,916 - Train: 89.36% [1117850/1251000] [893.6/1000.0] [batch_t 0.532 (0.435)] [data_t 0.015] [optim_t 0.517] [lr 0.000112] [CE 3.662 (3.762)] [KD 1.659 (1.654)] +2024-10-20 22:45:32,306 - Train: 89.36% [1117900/1251000] [893.6/1000.0] [batch_t 0.438 (0.428)] [data_t 0.015] [optim_t 0.422] [lr 0.000112] [CE 3.186 (3.725)] [KD 1.363 (1.645)] +2024-10-20 22:45:54,643 - Train: 89.36% [1117950/1251000] [893.6/1000.0] [batch_t 0.467 (0.447)] [data_t 0.093] [optim_t 0.374] [lr 0.000112] [CE 3.450 (3.768)] [KD 1.648 (1.664)] +2024-10-20 22:46:18,156 - Train: 89.37% [1118000/1251000] [893.7/1000.0] [batch_t 0.521 (0.470)] [data_t 0.176] [optim_t 0.345] [lr 0.000112] [CE 4.146 (3.773)] [KD 1.727 (1.651)] +2024-10-20 22:46:40,802 - Train: 89.37% [1118050/1251000] [893.7/1000.0] [batch_t 0.449 (0.453)] [data_t 0.108] [optim_t 0.341] [lr 0.000112] [CE 3.236 (3.624)] [KD 1.300 (1.598)] +2024-10-20 22:47:03,038 - Train: 89.38% [1118100/1251000] [893.8/1000.0] [batch_t 0.447 (0.445)] [data_t 0.102] [optim_t 0.345] [lr 0.000112] [CE 3.992 (3.750)] [KD 1.661 (1.632)] +2024-10-20 22:47:25,514 - Train: 89.38% [1118150/1251000] [893.8/1000.0] [batch_t 0.452 (0.449)] [data_t 0.102] [optim_t 0.350] [lr 0.000112] [CE 3.486 (3.733)] [KD 1.622 (1.634)] +2024-10-20 22:47:47,939 - Train: 89.38% [1118200/1251000] [893.8/1000.0] [batch_t 0.493 (0.448)] [data_t 0.149] [optim_t 0.343] [lr 0.000112] [CE 3.768 (3.833)] [KD 1.745 (1.678)] +2024-10-20 22:48:09,381 - Train: 89.39% [1118250/1251000] [893.9/1000.0] [batch_t 0.388 (0.429)] [data_t 0.045] [optim_t 0.343] [lr 0.000112] [CE 3.976 (3.692)] [KD 1.855 (1.618)] +2024-10-20 22:48:31,543 - Train: 89.39% [1118300/1251000] [893.9/1000.0] [batch_t 0.389 (0.443)] [data_t 0.042] [optim_t 0.346] [lr 0.000112] [CE 4.477 (3.721)] [KD 2.011 (1.631)] +2024-10-20 22:48:52,546 - Train: 89.40% [1118350/1251000] [894.0/1000.0] [batch_t 0.506 (0.420)] [data_t 0.160] [optim_t 0.346] [lr 0.000112] [CE 3.536 (3.777)] [KD 1.468 (1.652)] +2024-10-20 22:49:32,176 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.422)] [top1_cnt 41431] [top5_cnt 48151] [top_all 50000] +2024-10-20 22:49:32,177 - net: 82.862 (96.302) +2024-10-20 22:49:53,843 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41659] [top5_cnt 48268] [top_all 50000] +2024-10-20 22:49:53,844 - net_E: 83.318 (96.536) +2024-10-20 22:49:54,011 - Max [top1: 82.862 (epoch: 894)] [top1-ema: 83.318 (epoch: 894)] +2024-10-20 22:49:54,011 - ==> Total time: 5 days, 23:08:02 Eta: 16:58:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 22:50:04,357 - Train: 89.40% [1118400/1251000] [894.0/1000.0] [batch_t 0.361 (0.755)] [data_t 0.015] [optim_t 0.345] [lr 0.000112] [CE 3.927 (3.848)] [KD 1.729 (1.703)] +2024-10-20 22:50:23,590 - Train: 89.40% [1118450/1251000] [894.0/1000.0] [batch_t 0.401 (0.385)] [data_t 0.057] [optim_t 0.344] [lr 0.000112] [CE 3.879 (3.773)] [KD 1.582 (1.644)] +2024-10-20 22:50:44,476 - Train: 89.41% [1118500/1251000] [894.1/1000.0] [batch_t 0.422 (0.418)] [data_t 0.077] [optim_t 0.345] [lr 0.000111] [CE 3.991 (3.772)] [KD 1.763 (1.644)] +2024-10-20 22:51:06,170 - Train: 89.41% [1118550/1251000] [894.1/1000.0] [batch_t 0.415 (0.434)] [data_t 0.067] [optim_t 0.348] [lr 0.000111] [CE 3.575 (3.718)] [KD 1.582 (1.622)] +2024-10-20 22:51:27,673 - Train: 89.42% [1118600/1251000] [894.2/1000.0] [batch_t 0.455 (0.430)] [data_t 0.102] [optim_t 0.352] [lr 0.000111] [CE 3.724 (3.732)] [KD 1.767 (1.639)] +2024-10-20 22:51:50,086 - Train: 89.42% [1118650/1251000] [894.2/1000.0] [batch_t 0.510 (0.448)] [data_t 0.158] [optim_t 0.352] [lr 0.000111] [CE 3.758 (3.755)] [KD 1.658 (1.627)] +2024-10-20 22:52:12,087 - Train: 89.42% [1118700/1251000] [894.2/1000.0] [batch_t 0.820 (0.440)] [data_t 0.473] [optim_t 0.347] [lr 0.000111] [CE 4.114 (3.708)] [KD 1.953 (1.626)] +2024-10-20 22:52:32,719 - Train: 89.43% [1118750/1251000] [894.3/1000.0] [batch_t 0.362 (0.412)] [data_t 0.016] [optim_t 0.346] [lr 0.000111] [CE 3.878 (3.770)] [KD 1.707 (1.653)] +2024-10-20 22:52:53,960 - Train: 89.43% [1118800/1251000] [894.3/1000.0] [batch_t 0.464 (0.425)] [data_t 0.112] [optim_t 0.352] [lr 0.000111] [CE 3.597 (3.694)] [KD 1.643 (1.625)] +2024-10-20 22:53:16,175 - Train: 89.44% [1118850/1251000] [894.4/1000.0] [batch_t 0.498 (0.444)] [data_t 0.015] [optim_t 0.482] [lr 0.000111] [CE 3.666 (3.726)] [KD 1.643 (1.638)] +2024-10-20 22:53:39,451 - Train: 89.44% [1118900/1251000] [894.4/1000.0] [batch_t 0.524 (0.465)] [data_t 0.016] [optim_t 0.508] [lr 0.000111] [CE 3.586 (3.759)] [KD 1.564 (1.642)] +2024-10-20 22:54:03,333 - Train: 89.44% [1118950/1251000] [894.4/1000.0] [batch_t 0.372 (0.478)] [data_t 0.015] [optim_t 0.356] [lr 0.000111] [CE 3.989 (3.783)] [KD 1.742 (1.654)] +2024-10-20 22:54:24,028 - Train: 89.45% [1119000/1251000] [894.5/1000.0] [batch_t 0.419 (0.414)] [data_t 0.015] [optim_t 0.404] [lr 0.000111] [CE 4.075 (3.774)] [KD 1.869 (1.657)] +2024-10-20 22:54:45,321 - Train: 89.45% [1119050/1251000] [894.5/1000.0] [batch_t 0.415 (0.426)] [data_t 0.015] [optim_t 0.399] [lr 0.000111] [CE 3.983 (3.757)] [KD 1.800 (1.666)] +2024-10-20 22:55:06,256 - Train: 89.46% [1119100/1251000] [894.6/1000.0] [batch_t 0.459 (0.419)] [data_t 0.114] [optim_t 0.345] [lr 0.000111] [CE 4.252 (3.757)] [KD 1.766 (1.634)] +2024-10-20 22:55:28,615 - Train: 89.46% [1119150/1251000] [894.6/1000.0] [batch_t 0.541 (0.447)] [data_t 0.199] [optim_t 0.342] [lr 0.000111] [CE 3.966 (3.758)] [KD 1.785 (1.657)] +2024-10-20 22:55:50,835 - Train: 89.46% [1119200/1251000] [894.6/1000.0] [batch_t 0.468 (0.444)] [data_t 0.122] [optim_t 0.346] [lr 0.000111] [CE 3.820 (3.742)] [KD 1.626 (1.646)] +2024-10-20 22:56:13,095 - Train: 89.47% [1119250/1251000] [894.7/1000.0] [batch_t 0.393 (0.445)] [data_t 0.044] [optim_t 0.349] [lr 0.000111] [CE 3.763 (3.860)] [KD 1.638 (1.702)] +2024-10-20 22:56:35,314 - Train: 89.47% [1119300/1251000] [894.7/1000.0] [batch_t 0.458 (0.444)] [data_t 0.114] [optim_t 0.343] [lr 0.000110] [CE 4.216 (3.764)] [KD 1.981 (1.644)] +2024-10-20 22:56:56,899 - Train: 89.48% [1119350/1251000] [894.8/1000.0] [batch_t 0.519 (0.432)] [data_t 0.174] [optim_t 0.345] [lr 0.000110] [CE 3.675 (3.757)] [KD 1.754 (1.639)] +2024-10-20 22:57:18,776 - Train: 89.48% [1119400/1251000] [894.8/1000.0] [batch_t 0.388 (0.437)] [data_t 0.042] [optim_t 0.346] [lr 0.000110] [CE 3.958 (3.746)] [KD 1.755 (1.654)] +2024-10-20 22:57:40,867 - Train: 89.48% [1119450/1251000] [894.8/1000.0] [batch_t 0.410 (0.442)] [data_t 0.067] [optim_t 0.343] [lr 0.000110] [CE 3.758 (3.781)] [KD 1.637 (1.658)] +2024-10-20 22:58:03,053 - Train: 89.49% [1119500/1251000] [894.9/1000.0] [batch_t 0.509 (0.444)] [data_t 0.165] [optim_t 0.344] [lr 0.000110] [CE 3.282 (3.764)] [KD 1.480 (1.662)] +2024-10-20 22:58:24,858 - Train: 89.49% [1119550/1251000] [894.9/1000.0] [batch_t 0.500 (0.436)] [data_t 0.154] [optim_t 0.346] [lr 0.000110] [CE 3.718 (3.686)] [KD 1.623 (1.622)] +2024-10-20 22:58:46,736 - Train: 89.50% [1119600/1251000] [895.0/1000.0] [batch_t 0.442 (0.437)] [data_t 0.094] [optim_t 0.347] [lr 0.000110] [CE 4.221 (3.798)] [KD 1.898 (1.679)] +2024-10-20 22:59:28,412 - Test (net): 100.00% [50/50] [batch_t 0.146 (0.452)] [top1_cnt 41329] [top5_cnt 48166] [top_all 50000] +2024-10-20 22:59:28,413 - net: 82.658 (96.332) +2024-10-20 22:59:50,938 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 41677] [top5_cnt 48267] [top_all 50000] +2024-10-20 22:59:50,939 - net_E: 83.354 (96.534) +2024-10-20 22:59:51,100 - Max [top1: 82.862 (epoch: 894)] [top1-ema: 83.354 (epoch: 895)] +2024-10-20 22:59:51,100 - ==> Total time: 5 days, 23:17:59 Eta: 16:48:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 23:00:00,712 - Train: 89.50% [1119650/1251000] [895.0/1000.0] [batch_t 0.358 (0.942)] [data_t 0.015] [optim_t 0.342] [lr 0.000110] [CE 4.143 (3.980)] [KD 1.857 (1.751)] +2024-10-20 23:00:20,703 - Train: 89.50% [1119700/1251000] [895.0/1000.0] [batch_t 0.467 (0.400)] [data_t 0.123] [optim_t 0.345] [lr 0.000110] [CE 3.717 (3.797)] [KD 1.619 (1.673)] +2024-10-20 23:00:42,538 - Train: 89.51% [1119750/1251000] [895.1/1000.0] [batch_t 0.418 (0.437)] [data_t 0.070] [optim_t 0.348] [lr 0.000110] [CE 3.654 (3.715)] [KD 1.638 (1.645)] +2024-10-20 23:01:04,538 - Train: 89.51% [1119800/1251000] [895.1/1000.0] [batch_t 0.481 (0.440)] [data_t 0.133] [optim_t 0.348] [lr 0.000110] [CE 3.638 (3.818)] [KD 1.581 (1.667)] +2024-10-20 23:01:26,289 - Train: 89.52% [1119850/1251000] [895.2/1000.0] [batch_t 0.394 (0.435)] [data_t 0.044] [optim_t 0.349] [lr 0.000110] [CE 4.269 (3.742)] [KD 1.876 (1.632)] +2024-10-20 23:01:47,590 - Train: 89.52% [1119900/1251000] [895.2/1000.0] [batch_t 0.383 (0.426)] [data_t 0.037] [optim_t 0.346] [lr 0.000110] [CE 3.705 (3.738)] [KD 1.601 (1.636)] +2024-10-20 23:02:09,955 - Train: 89.52% [1119950/1251000] [895.2/1000.0] [batch_t 0.463 (0.447)] [data_t 0.116] [optim_t 0.347] [lr 0.000110] [CE 3.499 (3.704)] [KD 1.459 (1.620)] +2024-10-20 23:02:31,893 - Train: 89.53% [1120000/1251000] [895.3/1000.0] [batch_t 0.448 (0.439)] [data_t 0.102] [optim_t 0.345] [lr 0.000110] [CE 3.830 (3.784)] [KD 1.547 (1.665)] +2024-10-20 23:02:53,522 - Train: 89.53% [1120050/1251000] [895.3/1000.0] [batch_t 0.437 (0.432)] [data_t 0.094] [optim_t 0.342] [lr 0.000110] [CE 3.599 (3.749)] [KD 1.633 (1.642)] +2024-10-20 23:03:14,878 - Train: 89.54% [1120100/1251000] [895.4/1000.0] [batch_t 0.457 (0.427)] [data_t 0.113] [optim_t 0.344] [lr 0.000110] [CE 3.986 (3.721)] [KD 1.767 (1.632)] +2024-10-20 23:03:36,793 - Train: 89.54% [1120150/1251000] [895.4/1000.0] [batch_t 0.462 (0.438)] [data_t 0.101] [optim_t 0.360] [lr 0.000109] [CE 3.500 (3.688)] [KD 1.525 (1.615)] +2024-10-20 23:03:58,559 - Train: 89.54% [1120200/1251000] [895.4/1000.0] [batch_t 0.509 (0.435)] [data_t 0.158] [optim_t 0.351] [lr 0.000109] [CE 3.721 (3.699)] [KD 1.706 (1.641)] +2024-10-20 23:04:20,421 - Train: 89.55% [1120250/1251000] [895.5/1000.0] [batch_t 0.516 (0.437)] [data_t 0.170] [optim_t 0.346] [lr 0.000109] [CE 3.643 (3.800)] [KD 1.642 (1.673)] +2024-10-20 23:04:42,459 - Train: 89.55% [1120300/1251000] [895.5/1000.0] [batch_t 0.457 (0.441)] [data_t 0.113] [optim_t 0.344] [lr 0.000109] [CE 4.143 (3.712)] [KD 1.847 (1.642)] +2024-10-20 23:05:05,010 - Train: 89.56% [1120350/1251000] [895.6/1000.0] [batch_t 0.453 (0.451)] [data_t 0.107] [optim_t 0.346] [lr 0.000109] [CE 4.070 (3.767)] [KD 1.879 (1.659)] +2024-10-20 23:05:27,077 - Train: 89.56% [1120400/1251000] [895.6/1000.0] [batch_t 0.458 (0.441)] [data_t 0.110] [optim_t 0.348] [lr 0.000109] [CE 4.074 (3.714)] [KD 1.835 (1.620)] +2024-10-20 23:05:48,456 - Train: 89.56% [1120450/1251000] [895.6/1000.0] [batch_t 0.373 (0.427)] [data_t 0.026] [optim_t 0.347] [lr 0.000109] [CE 3.536 (3.699)] [KD 1.587 (1.624)] +2024-10-20 23:06:10,293 - Train: 89.57% [1120500/1251000] [895.7/1000.0] [batch_t 0.455 (0.437)] [data_t 0.111] [optim_t 0.345] [lr 0.000109] [CE 3.869 (3.755)] [KD 1.653 (1.657)] +2024-10-20 23:06:32,488 - Train: 89.57% [1120550/1251000] [895.7/1000.0] [batch_t 0.364 (0.444)] [data_t 0.015] [optim_t 0.349] [lr 0.000109] [CE 3.704 (3.737)] [KD 1.524 (1.634)] +2024-10-20 23:06:54,490 - Train: 89.58% [1120600/1251000] [895.8/1000.0] [batch_t 0.363 (0.440)] [data_t 0.016] [optim_t 0.348] [lr 0.000109] [CE 3.606 (3.771)] [KD 1.467 (1.633)] +2024-10-20 23:07:16,609 - Train: 89.58% [1120650/1251000] [895.8/1000.0] [batch_t 0.408 (0.442)] [data_t 0.065] [optim_t 0.343] [lr 0.000109] [CE 4.087 (3.784)] [KD 1.846 (1.658)] +2024-10-20 23:07:37,631 - Train: 89.58% [1120700/1251000] [895.8/1000.0] [batch_t 0.453 (0.420)] [data_t 0.107] [optim_t 0.346] [lr 0.000109] [CE 3.704 (3.781)] [KD 1.680 (1.643)] +2024-10-20 23:07:58,970 - Train: 89.59% [1120750/1251000] [895.9/1000.0] [batch_t 0.376 (0.427)] [data_t 0.034] [optim_t 0.342] [lr 0.000109] [CE 3.765 (3.779)] [KD 1.578 (1.672)] +2024-10-20 23:08:20,121 - Train: 89.59% [1120800/1251000] [895.9/1000.0] [batch_t 0.426 (0.423)] [data_t 0.083] [optim_t 0.343] [lr 0.000109] [CE 3.954 (3.779)] [KD 1.718 (1.669)] +2024-10-20 23:08:41,379 - Train: 89.60% [1120850/1251000] [896.0/1000.0] [batch_t 0.535 (0.425)] [data_t 0.192] [optim_t 0.343] [lr 0.000109] [CE 3.460 (3.736)] [KD 1.506 (1.627)] +2024-10-20 23:09:21,219 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41331] [top5_cnt 48165] [top_all 50000] +2024-10-20 23:09:21,219 - net: 82.662 (96.330) +2024-10-20 23:09:42,120 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 41665] [top5_cnt 48270] [top_all 50000] +2024-10-20 23:09:42,121 - net_E: 83.330 (96.540) +2024-10-20 23:09:42,287 - Max [top1: 82.862 (epoch: 894)] [top1-ema: 83.354 (epoch: 895)] +2024-10-20 23:09:42,288 - ==> Total time: 5 days, 23:27:50 Eta: 16:39:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 23:09:49,980 - Train: 89.60% [1120900/1251000] [896.0/1000.0] [batch_t 0.367 (1.561)] [data_t 0.015] [optim_t 0.351] [lr 0.000109] [CE 3.775 (3.827)] [KD 1.613 (1.709)] +2024-10-20 23:10:10,203 - Train: 89.60% [1120950/1251000] [896.0/1000.0] [batch_t 0.442 (0.404)] [data_t 0.099] [optim_t 0.343] [lr 0.000108] [CE 3.763 (3.665)] [KD 1.588 (1.600)] +2024-10-20 23:10:32,128 - Train: 89.61% [1121000/1251000] [896.1/1000.0] [batch_t 0.429 (0.438)] [data_t 0.084] [optim_t 0.345] [lr 0.000108] [CE 3.760 (3.795)] [KD 1.700 (1.663)] +2024-10-20 23:10:53,978 - Train: 89.61% [1121050/1251000] [896.1/1000.0] [batch_t 0.384 (0.437)] [data_t 0.043] [optim_t 0.341] [lr 0.000108] [CE 3.956 (3.690)] [KD 1.909 (1.596)] +2024-10-20 23:11:15,535 - Train: 89.62% [1121100/1251000] [896.2/1000.0] [batch_t 0.437 (0.431)] [data_t 0.095] [optim_t 0.341] [lr 0.000108] [CE 3.576 (3.774)] [KD 1.543 (1.666)] +2024-10-20 23:11:37,614 - Train: 89.62% [1121150/1251000] [896.2/1000.0] [batch_t 0.499 (0.441)] [data_t 0.153] [optim_t 0.346] [lr 0.000108] [CE 3.357 (3.699)] [KD 1.392 (1.616)] +2024-10-20 23:11:59,504 - Train: 89.62% [1121200/1251000] [896.2/1000.0] [batch_t 0.424 (0.438)] [data_t 0.080] [optim_t 0.344] [lr 0.000108] [CE 3.842 (3.778)] [KD 1.652 (1.648)] +2024-10-20 23:12:21,284 - Train: 89.63% [1121250/1251000] [896.3/1000.0] [batch_t 0.368 (0.435)] [data_t 0.016] [optim_t 0.353] [lr 0.000108] [CE 4.182 (3.751)] [KD 1.822 (1.633)] +2024-10-20 23:12:42,724 - Train: 89.63% [1121300/1251000] [896.3/1000.0] [batch_t 0.376 (0.429)] [data_t 0.030] [optim_t 0.347] [lr 0.000108] [CE 3.453 (3.751)] [KD 1.417 (1.646)] +2024-10-20 23:13:04,047 - Train: 89.64% [1121350/1251000] [896.4/1000.0] [batch_t 0.438 (0.426)] [data_t 0.091] [optim_t 0.347] [lr 0.000108] [CE 4.124 (3.783)] [KD 1.846 (1.641)] +2024-10-20 23:13:24,934 - Train: 89.64% [1121400/1251000] [896.4/1000.0] [batch_t 0.434 (0.418)] [data_t 0.092] [optim_t 0.342] [lr 0.000108] [CE 3.556 (3.770)] [KD 1.447 (1.636)] +2024-10-20 23:13:46,198 - Train: 89.64% [1121450/1251000] [896.4/1000.0] [batch_t 0.443 (0.425)] [data_t 0.099] [optim_t 0.343] [lr 0.000108] [CE 3.542 (3.762)] [KD 1.590 (1.638)] +2024-10-20 23:14:07,198 - Train: 89.65% [1121500/1251000] [896.5/1000.0] [batch_t 0.564 (0.420)] [data_t 0.064] [optim_t 0.500] [lr 0.000108] [CE 3.667 (3.672)] [KD 1.596 (1.603)] +2024-10-20 23:14:28,118 - Train: 89.65% [1121550/1251000] [896.5/1000.0] [batch_t 0.416 (0.418)] [data_t 0.073] [optim_t 0.343] [lr 0.000108] [CE 3.923 (3.758)] [KD 1.738 (1.645)] +2024-10-20 23:14:49,241 - Train: 89.66% [1121600/1251000] [896.6/1000.0] [batch_t 0.511 (0.422)] [data_t 0.167] [optim_t 0.343] [lr 0.000108] [CE 3.730 (3.764)] [KD 1.638 (1.645)] +2024-10-20 23:15:10,755 - Train: 89.66% [1121650/1251000] [896.6/1000.0] [batch_t 0.450 (0.430)] [data_t 0.105] [optim_t 0.344] [lr 0.000108] [CE 4.039 (3.689)] [KD 1.816 (1.616)] +2024-10-20 23:15:32,450 - Train: 89.66% [1121700/1251000] [896.6/1000.0] [batch_t 0.410 (0.434)] [data_t 0.067] [optim_t 0.343] [lr 0.000108] [CE 3.480 (3.749)] [KD 1.531 (1.649)] +2024-10-20 23:15:54,590 - Train: 89.67% [1121750/1251000] [896.7/1000.0] [batch_t 0.414 (0.443)] [data_t 0.015] [optim_t 0.399] [lr 0.000108] [CE 3.446 (3.703)] [KD 1.360 (1.606)] +2024-10-20 23:16:17,135 - Train: 89.67% [1121800/1251000] [896.7/1000.0] [batch_t 0.437 (0.451)] [data_t 0.016] [optim_t 0.422] [lr 0.000107] [CE 3.356 (3.761)] [KD 1.481 (1.645)] +2024-10-20 23:16:39,943 - Train: 89.68% [1121850/1251000] [896.8/1000.0] [batch_t 0.431 (0.456)] [data_t 0.015] [optim_t 0.415] [lr 0.000107] [CE 4.023 (3.745)] [KD 1.708 (1.654)] +2024-10-20 23:17:02,521 - Train: 89.68% [1121900/1251000] [896.8/1000.0] [batch_t 0.502 (0.451)] [data_t 0.016] [optim_t 0.486] [lr 0.000107] [CE 3.810 (3.709)] [KD 1.559 (1.630)] +2024-10-20 23:17:24,660 - Train: 89.68% [1121950/1251000] [896.8/1000.0] [batch_t 0.363 (0.443)] [data_t 0.016] [optim_t 0.347] [lr 0.000107] [CE 3.918 (3.791)] [KD 1.688 (1.663)] +2024-10-20 23:17:47,194 - Train: 89.69% [1122000/1251000] [896.9/1000.0] [batch_t 0.488 (0.451)] [data_t 0.015] [optim_t 0.472] [lr 0.000107] [CE 4.057 (3.798)] [KD 1.805 (1.676)] +2024-10-20 23:18:09,597 - Train: 89.69% [1122050/1251000] [896.9/1000.0] [batch_t 0.363 (0.448)] [data_t 0.015] [optim_t 0.347] [lr 0.000107] [CE 3.204 (3.760)] [KD 1.234 (1.654)] +2024-10-20 23:18:31,772 - Train: 89.70% [1122100/1251000] [897.0/1000.0] [batch_t 0.513 (0.443)] [data_t 0.015] [optim_t 0.497] [lr 0.000107] [CE 3.515 (3.772)] [KD 1.484 (1.647)] +2024-10-20 23:19:13,397 - Test (net): 100.00% [50/50] [batch_t 0.150 (0.426)] [top1_cnt 41338] [top5_cnt 48145] [top_all 50000] +2024-10-20 23:19:13,398 - net: 82.676 (96.290) +2024-10-20 23:19:34,756 - Test (net_E): 100.00% [50/50] [batch_t 0.174 (0.419)] [top1_cnt 41659] [top5_cnt 48266] [top_all 50000] +2024-10-20 23:19:34,757 - net_E: 83.318 (96.532) +2024-10-20 23:19:34,915 - Max [top1: 82.862 (epoch: 894)] [top1-ema: 83.354 (epoch: 895)] +2024-10-20 23:19:34,915 - ==> Total time: 5 days, 23:37:43 Eta: 16:29:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 23:19:42,462 - Train: 89.70% [1122150/1251000] [897.0/1000.0] [batch_t 0.364 (1.998)] [data_t 0.015] [optim_t 0.349] [lr 0.000107] [CE 3.178 (3.363)] [KD 1.467 (1.464)] +2024-10-20 23:20:01,771 - Train: 89.70% [1122200/1251000] [897.0/1000.0] [batch_t 0.466 (0.386)] [data_t 0.016] [optim_t 0.451] [lr 0.000107] [CE 4.122 (3.730)] [KD 1.756 (1.629)] +2024-10-20 23:20:23,491 - Train: 89.71% [1122250/1251000] [897.1/1000.0] [batch_t 0.560 (0.434)] [data_t 0.016] [optim_t 0.544] [lr 0.000107] [CE 3.914 (3.730)] [KD 1.668 (1.624)] +2024-10-20 23:20:44,854 - Train: 89.71% [1122300/1251000] [897.1/1000.0] [batch_t 0.398 (0.427)] [data_t 0.015] [optim_t 0.382] [lr 0.000107] [CE 4.157 (3.738)] [KD 1.791 (1.631)] +2024-10-20 23:21:05,866 - Train: 89.72% [1122350/1251000] [897.2/1000.0] [batch_t 0.460 (0.420)] [data_t 0.015] [optim_t 0.445] [lr 0.000107] [CE 3.909 (3.759)] [KD 1.764 (1.640)] +2024-10-20 23:21:26,847 - Train: 89.72% [1122400/1251000] [897.2/1000.0] [batch_t 0.441 (0.419)] [data_t 0.015] [optim_t 0.426] [lr 0.000107] [CE 3.534 (3.715)] [KD 1.481 (1.628)] +2024-10-20 23:21:47,789 - Train: 89.72% [1122450/1251000] [897.2/1000.0] [batch_t 0.471 (0.419)] [data_t 0.016] [optim_t 0.455] [lr 0.000107] [CE 4.308 (3.702)] [KD 1.943 (1.600)] +2024-10-20 23:22:08,943 - Train: 89.73% [1122500/1251000] [897.3/1000.0] [batch_t 0.399 (0.423)] [data_t 0.016] [optim_t 0.384] [lr 0.000107] [CE 3.541 (3.782)] [KD 1.523 (1.655)] +2024-10-20 23:22:30,107 - Train: 89.73% [1122550/1251000] [897.3/1000.0] [batch_t 0.416 (0.423)] [data_t 0.015] [optim_t 0.401] [lr 0.000107] [CE 4.100 (3.748)] [KD 1.800 (1.634)] +2024-10-20 23:22:50,990 - Train: 89.74% [1122600/1251000] [897.4/1000.0] [batch_t 0.420 (0.418)] [data_t 0.015] [optim_t 0.405] [lr 0.000107] [CE 4.008 (3.776)] [KD 1.850 (1.663)] +2024-10-20 23:23:11,671 - Train: 89.74% [1122650/1251000] [897.4/1000.0] [batch_t 0.403 (0.413)] [data_t 0.015] [optim_t 0.388] [lr 0.000106] [CE 3.695 (3.747)] [KD 1.601 (1.640)] +2024-10-20 23:23:33,596 - Train: 89.74% [1122700/1251000] [897.4/1000.0] [batch_t 0.365 (0.438)] [data_t 0.015] [optim_t 0.350] [lr 0.000106] [CE 3.593 (3.731)] [KD 1.654 (1.646)] +2024-10-20 23:23:54,669 - Train: 89.75% [1122750/1251000] [897.5/1000.0] [batch_t 0.447 (0.421)] [data_t 0.015] [optim_t 0.432] [lr 0.000106] [CE 3.776 (3.821)] [KD 1.590 (1.665)] +2024-10-20 23:24:15,894 - Train: 89.75% [1122800/1251000] [897.5/1000.0] [batch_t 0.400 (0.424)] [data_t 0.015] [optim_t 0.385] [lr 0.000106] [CE 4.059 (3.751)] [KD 1.719 (1.639)] +2024-10-20 23:24:37,323 - Train: 89.76% [1122850/1251000] [897.6/1000.0] [batch_t 0.403 (0.428)] [data_t 0.016] [optim_t 0.388] [lr 0.000106] [CE 4.143 (3.749)] [KD 1.866 (1.654)] +2024-10-20 23:24:58,924 - Train: 89.76% [1122900/1251000] [897.6/1000.0] [batch_t 0.439 (0.432)] [data_t 0.015] [optim_t 0.423] [lr 0.000106] [CE 3.961 (3.769)] [KD 1.774 (1.644)] +2024-10-20 23:25:20,957 - Train: 89.76% [1122950/1251000] [897.6/1000.0] [batch_t 0.420 (0.441)] [data_t 0.016] [optim_t 0.404] [lr 0.000106] [CE 3.206 (3.755)] [KD 1.283 (1.648)] +2024-10-20 23:25:42,950 - Train: 89.77% [1123000/1251000] [897.7/1000.0] [batch_t 0.479 (0.440)] [data_t 0.016] [optim_t 0.463] [lr 0.000106] [CE 3.813 (3.783)] [KD 1.723 (1.645)] +2024-10-20 23:26:04,712 - Train: 89.77% [1123050/1251000] [897.7/1000.0] [batch_t 0.477 (0.435)] [data_t 0.016] [optim_t 0.461] [lr 0.000106] [CE 3.989 (3.807)] [KD 1.887 (1.661)] +2024-10-20 23:26:26,891 - Train: 89.78% [1123100/1251000] [897.8/1000.0] [batch_t 0.362 (0.443)] [data_t 0.016] [optim_t 0.347] [lr 0.000106] [CE 3.621 (3.765)] [KD 1.574 (1.632)] +2024-10-20 23:26:48,498 - Train: 89.78% [1123150/1251000] [897.8/1000.0] [batch_t 0.431 (0.432)] [data_t 0.015] [optim_t 0.415] [lr 0.000106] [CE 3.372 (3.768)] [KD 1.372 (1.649)] +2024-10-20 23:27:10,304 - Train: 89.78% [1123200/1251000] [897.8/1000.0] [batch_t 0.474 (0.436)] [data_t 0.016] [optim_t 0.458] [lr 0.000106] [CE 3.572 (3.756)] [KD 1.604 (1.630)] +2024-10-20 23:27:32,189 - Train: 89.79% [1123250/1251000] [897.9/1000.0] [batch_t 0.458 (0.438)] [data_t 0.016] [optim_t 0.443] [lr 0.000106] [CE 3.816 (3.717)] [KD 1.626 (1.618)] +2024-10-20 23:27:53,509 - Train: 89.79% [1123300/1251000] [897.9/1000.0] [batch_t 0.421 (0.426)] [data_t 0.015] [optim_t 0.406] [lr 0.000106] [CE 3.481 (3.776)] [KD 1.608 (1.650)] +2024-10-20 23:28:14,851 - Train: 89.80% [1123350/1251000] [898.0/1000.0] [batch_t 0.405 (0.427)] [data_t 0.016] [optim_t 0.390] [lr 0.000106] [CE 3.976 (3.678)] [KD 1.693 (1.600)] +2024-10-20 23:28:56,938 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 41346] [top5_cnt 48141] [top_all 50000] +2024-10-20 23:28:56,938 - net: 82.692 (96.282) +2024-10-20 23:29:18,337 - Test (net_E): 100.00% [50/50] [batch_t 0.136 (0.419)] [top1_cnt 41661] [top5_cnt 48263] [top_all 50000] +2024-10-20 23:29:18,337 - net_E: 83.322 (96.526) +2024-10-20 23:29:18,495 - Max [top1: 82.862 (epoch: 894)] [top1-ema: 83.354 (epoch: 895)] +2024-10-20 23:29:18,495 - ==> Total time: 5 days, 23:47:27 Eta: 16:19:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 23:29:25,599 - Train: 89.80% [1123400/1251000] [898.0/1000.0] [batch_t 0.948 (2.868)] [data_t 0.015] [optim_t 0.932] [lr 0.000106] [CE 3.669 (3.692)] [KD 1.547 (1.593)] +2024-10-20 23:29:44,895 - Train: 89.80% [1123450/1251000] [898.0/1000.0] [batch_t 0.485 (0.386)] [data_t 0.016] [optim_t 0.470] [lr 0.000106] [CE 4.096 (3.711)] [KD 1.882 (1.617)] +2024-10-20 23:30:06,688 - Train: 89.81% [1123500/1251000] [898.1/1000.0] [batch_t 0.442 (0.436)] [data_t 0.015] [optim_t 0.426] [lr 0.000105] [CE 3.990 (3.768)] [KD 1.806 (1.633)] +2024-10-20 23:30:28,738 - Train: 89.81% [1123550/1251000] [898.1/1000.0] [batch_t 0.449 (0.441)] [data_t 0.015] [optim_t 0.434] [lr 0.000105] [CE 3.796 (3.747)] [KD 1.750 (1.631)] +2024-10-20 23:30:50,009 - Train: 89.82% [1123600/1251000] [898.2/1000.0] [batch_t 0.457 (0.425)] [data_t 0.015] [optim_t 0.441] [lr 0.000105] [CE 4.126 (3.797)] [KD 1.794 (1.666)] +2024-10-20 23:31:11,541 - Train: 89.82% [1123650/1251000] [898.2/1000.0] [batch_t 0.433 (0.431)] [data_t 0.015] [optim_t 0.417] [lr 0.000105] [CE 4.026 (3.687)] [KD 1.687 (1.597)] +2024-10-20 23:31:32,688 - Train: 89.82% [1123700/1251000] [898.2/1000.0] [batch_t 0.415 (0.423)] [data_t 0.015] [optim_t 0.400] [lr 0.000105] [CE 3.637 (3.692)] [KD 1.559 (1.609)] +2024-10-20 23:31:54,237 - Train: 89.83% [1123750/1251000] [898.3/1000.0] [batch_t 0.993 (0.431)] [data_t 0.016] [optim_t 0.977] [lr 0.000105] [CE 3.557 (3.775)] [KD 1.581 (1.662)] +2024-10-20 23:32:15,241 - Train: 89.83% [1123800/1251000] [898.3/1000.0] [batch_t 0.397 (0.420)] [data_t 0.056] [optim_t 0.341] [lr 0.000105] [CE 3.659 (3.752)] [KD 1.626 (1.644)] +2024-10-20 23:32:36,974 - Train: 89.84% [1123850/1251000] [898.4/1000.0] [batch_t 0.429 (0.435)] [data_t 0.087] [optim_t 0.342] [lr 0.000105] [CE 4.037 (3.777)] [KD 1.826 (1.658)] +2024-10-20 23:32:58,891 - Train: 89.84% [1123900/1251000] [898.4/1000.0] [batch_t 0.475 (0.438)] [data_t 0.015] [optim_t 0.460] [lr 0.000105] [CE 3.405 (3.721)] [KD 1.392 (1.637)] +2024-10-20 23:33:21,349 - Train: 89.84% [1123950/1251000] [898.4/1000.0] [batch_t 0.390 (0.449)] [data_t 0.015] [optim_t 0.375] [lr 0.000105] [CE 4.024 (3.748)] [KD 1.806 (1.645)] +2024-10-20 23:33:43,792 - Train: 89.85% [1124000/1251000] [898.5/1000.0] [batch_t 0.435 (0.449)] [data_t 0.015] [optim_t 0.419] [lr 0.000105] [CE 3.192 (3.735)] [KD 1.322 (1.636)] +2024-10-20 23:34:06,022 - Train: 89.85% [1124050/1251000] [898.5/1000.0] [batch_t 0.431 (0.444)] [data_t 0.015] [optim_t 0.416] [lr 0.000105] [CE 4.383 (3.735)] [KD 1.915 (1.615)] +2024-10-20 23:34:28,726 - Train: 89.86% [1124100/1251000] [898.6/1000.0] [batch_t 0.474 (0.454)] [data_t 0.015] [optim_t 0.458] [lr 0.000105] [CE 3.592 (3.799)] [KD 1.515 (1.648)] +2024-10-20 23:34:51,246 - Train: 89.86% [1124150/1251000] [898.6/1000.0] [batch_t 0.493 (0.450)] [data_t 0.015] [optim_t 0.477] [lr 0.000105] [CE 3.505 (3.694)] [KD 1.455 (1.592)] +2024-10-20 23:35:13,803 - Train: 89.86% [1124200/1251000] [898.6/1000.0] [batch_t 0.360 (0.451)] [data_t 0.015] [optim_t 0.344] [lr 0.000105] [CE 3.476 (3.816)] [KD 1.459 (1.668)] +2024-10-20 23:35:35,930 - Train: 89.87% [1124250/1251000] [898.7/1000.0] [batch_t 0.434 (0.442)] [data_t 0.015] [optim_t 0.418] [lr 0.000105] [CE 3.868 (3.762)] [KD 1.635 (1.625)] +2024-10-20 23:35:58,417 - Train: 89.87% [1124300/1251000] [898.7/1000.0] [batch_t 0.424 (0.450)] [data_t 0.016] [optim_t 0.409] [lr 0.000105] [CE 4.487 (3.737)] [KD 2.086 (1.611)] +2024-10-20 23:36:21,049 - Train: 89.88% [1124350/1251000] [898.8/1000.0] [batch_t 0.425 (0.453)] [data_t 0.016] [optim_t 0.410] [lr 0.000104] [CE 4.130 (3.770)] [KD 1.764 (1.653)] +2024-10-20 23:36:43,062 - Train: 89.88% [1124400/1251000] [898.8/1000.0] [batch_t 0.365 (0.440)] [data_t 0.015] [optim_t 0.349] [lr 0.000104] [CE 3.483 (3.734)] [KD 1.567 (1.637)] +2024-10-20 23:37:03,223 - Train: 89.88% [1124450/1251000] [898.8/1000.0] [batch_t 0.426 (0.403)] [data_t 0.016] [optim_t 0.410] [lr 0.000104] [CE 3.359 (3.699)] [KD 1.438 (1.611)] +2024-10-20 23:37:24,172 - Train: 89.89% [1124500/1251000] [898.9/1000.0] [batch_t 0.395 (0.419)] [data_t 0.015] [optim_t 0.380] [lr 0.000104] [CE 3.845 (3.807)] [KD 1.767 (1.658)] +2024-10-20 23:37:45,805 - Train: 89.89% [1124550/1251000] [898.9/1000.0] [batch_t 0.471 (0.433)] [data_t 0.015] [optim_t 0.455] [lr 0.000104] [CE 4.279 (3.750)] [KD 1.913 (1.636)] +2024-10-20 23:38:08,519 - Train: 89.90% [1124600/1251000] [899.0/1000.0] [batch_t 0.396 (0.454)] [data_t 0.016] [optim_t 0.381] [lr 0.000104] [CE 4.176 (3.774)] [KD 1.794 (1.645)] +2024-10-20 23:38:50,652 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41330] [top5_cnt 48157] [top_all 50000] +2024-10-20 23:38:50,652 - net: 82.660 (96.314) +2024-10-20 23:39:12,494 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 41667] [top5_cnt 48273] [top_all 50000] +2024-10-20 23:39:12,495 - net_E: 83.334 (96.546) +2024-10-20 23:39:12,659 - Max [top1: 82.862 (epoch: 894)] [top1-ema: 83.354 (epoch: 895)] +2024-10-20 23:39:12,660 - ==> Total time: 5 days, 23:57:21 Eta: 16:10:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 23:39:19,381 - Train: 89.90% [1124650/1251000] [899.0/1000.0] [batch_t 5.037 (5.037)] [data_t 4.670] [optim_t 0.367] [lr 0.000104] [CE 4.055 (4.055)] [KD 1.817 (1.817)] +2024-10-20 23:39:38,884 - Train: 89.90% [1124700/1251000] [899.0/1000.0] [batch_t 0.453 (0.390)] [data_t 0.111] [optim_t 0.342] [lr 0.000104] [CE 3.655 (3.695)] [KD 1.582 (1.595)] +2024-10-20 23:39:59,929 - Train: 89.91% [1124750/1251000] [899.1/1000.0] [batch_t 0.362 (0.421)] [data_t 0.016] [optim_t 0.347] [lr 0.000104] [CE 3.797 (3.781)] [KD 1.732 (1.651)] +2024-10-20 23:40:21,171 - Train: 89.91% [1124800/1251000] [899.1/1000.0] [batch_t 0.461 (0.425)] [data_t 0.117] [optim_t 0.344] [lr 0.000104] [CE 3.907 (3.787)] [KD 1.685 (1.643)] +2024-10-20 23:40:42,591 - Train: 89.92% [1124850/1251000] [899.2/1000.0] [batch_t 0.382 (0.428)] [data_t 0.015] [optim_t 0.366] [lr 0.000104] [CE 3.361 (3.850)] [KD 1.464 (1.675)] +2024-10-20 23:41:03,633 - Train: 89.92% [1124900/1251000] [899.2/1000.0] [batch_t 0.441 (0.421)] [data_t 0.015] [optim_t 0.426] [lr 0.000104] [CE 3.750 (3.686)] [KD 1.810 (1.617)] +2024-10-20 23:41:24,737 - Train: 89.92% [1124950/1251000] [899.2/1000.0] [batch_t 0.362 (0.422)] [data_t 0.016] [optim_t 0.346] [lr 0.000104] [CE 3.751 (3.735)] [KD 1.567 (1.623)] +2024-10-20 23:41:46,708 - Train: 89.93% [1125000/1251000] [899.3/1000.0] [batch_t 0.457 (0.439)] [data_t 0.016] [optim_t 0.442] [lr 0.000104] [CE 3.378 (3.727)] [KD 1.502 (1.621)] +2024-10-20 23:42:08,669 - Train: 89.93% [1125050/1251000] [899.3/1000.0] [batch_t 0.461 (0.439)] [data_t 0.015] [optim_t 0.445] [lr 0.000104] [CE 4.201 (3.667)] [KD 2.007 (1.598)] +2024-10-20 23:42:30,131 - Train: 89.94% [1125100/1251000] [899.4/1000.0] [batch_t 0.421 (0.429)] [data_t 0.015] [optim_t 0.406] [lr 0.000104] [CE 3.799 (3.750)] [KD 1.570 (1.622)] +2024-10-20 23:42:51,535 - Train: 89.94% [1125150/1251000] [899.4/1000.0] [batch_t 0.449 (0.428)] [data_t 0.015] [optim_t 0.434] [lr 0.000104] [CE 3.029 (3.728)] [KD 1.284 (1.618)] +2024-10-20 23:43:12,831 - Train: 89.94% [1125200/1251000] [899.4/1000.0] [batch_t 0.391 (0.426)] [data_t 0.015] [optim_t 0.376] [lr 0.000103] [CE 3.837 (3.761)] [KD 1.692 (1.634)] +2024-10-20 23:43:34,033 - Train: 89.95% [1125250/1251000] [899.5/1000.0] [batch_t 0.517 (0.424)] [data_t 0.016] [optim_t 0.501] [lr 0.000103] [CE 4.105 (3.795)] [KD 1.720 (1.634)] +2024-10-20 23:43:55,708 - Train: 89.95% [1125300/1251000] [899.5/1000.0] [batch_t 0.435 (0.433)] [data_t 0.015] [optim_t 0.420] [lr 0.000103] [CE 3.719 (3.703)] [KD 1.664 (1.606)] +2024-10-20 23:44:17,212 - Train: 89.96% [1125350/1251000] [899.6/1000.0] [batch_t 0.442 (0.430)] [data_t 0.016] [optim_t 0.426] [lr 0.000103] [CE 3.799 (3.752)] [KD 1.628 (1.647)] +2024-10-20 23:44:38,283 - Train: 89.96% [1125400/1251000] [899.6/1000.0] [batch_t 0.519 (0.421)] [data_t 0.015] [optim_t 0.504] [lr 0.000103] [CE 3.981 (3.726)] [KD 1.838 (1.621)] +2024-10-20 23:44:59,468 - Train: 89.96% [1125450/1251000] [899.6/1000.0] [batch_t 0.424 (0.424)] [data_t 0.015] [optim_t 0.408] [lr 0.000103] [CE 4.051 (3.735)] [KD 1.775 (1.633)] +2024-10-20 23:45:20,464 - Train: 89.97% [1125500/1251000] [899.7/1000.0] [batch_t 0.365 (0.420)] [data_t 0.015] [optim_t 0.350] [lr 0.000103] [CE 3.231 (3.737)] [KD 1.363 (1.624)] +2024-10-20 23:45:42,308 - Train: 89.97% [1125550/1251000] [899.7/1000.0] [batch_t 0.363 (0.437)] [data_t 0.015] [optim_t 0.348] [lr 0.000103] [CE 3.847 (3.734)] [KD 1.643 (1.638)] +2024-10-20 23:46:03,463 - Train: 89.98% [1125600/1251000] [899.8/1000.0] [batch_t 0.433 (0.423)] [data_t 0.015] [optim_t 0.418] [lr 0.000103] [CE 3.557 (3.738)] [KD 1.563 (1.614)] +2024-10-20 23:46:25,003 - Train: 89.98% [1125650/1251000] [899.8/1000.0] [batch_t 0.424 (0.431)] [data_t 0.015] [optim_t 0.408] [lr 0.000103] [CE 4.328 (3.771)] [KD 1.901 (1.659)] +2024-10-20 23:46:46,890 - Train: 89.98% [1125700/1251000] [899.8/1000.0] [batch_t 0.368 (0.438)] [data_t 0.016] [optim_t 0.353] [lr 0.000103] [CE 3.894 (3.798)] [KD 1.754 (1.669)] +2024-10-20 23:47:07,981 - Train: 89.99% [1125750/1251000] [899.9/1000.0] [batch_t 0.500 (0.422)] [data_t 0.015] [optim_t 0.484] [lr 0.000103] [CE 3.906 (3.711)] [KD 1.576 (1.618)] +2024-10-20 23:47:29,526 - Train: 89.99% [1125800/1251000] [899.9/1000.0] [batch_t 0.462 (0.431)] [data_t 0.016] [optim_t 0.447] [lr 0.000103] [CE 3.894 (3.788)] [KD 1.654 (1.646)] +2024-10-20 23:47:51,063 - Train: 90.00% [1125850/1251000] [900.0/1000.0] [batch_t 0.364 (0.431)] [data_t 0.015] [optim_t 0.349] [lr 0.000103] [CE 3.251 (3.668)] [KD 1.359 (1.596)] +2024-10-20 23:48:12,006 - Train: 90.00% [1125900/1251000] [900.0/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.346] [lr 0.000103] [CE 3.597 (3.704)] [KD 1.616 (1.609)] +2024-10-20 23:48:34,056 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 41399] [top5_cnt 48162] [top_all 50000] +2024-10-20 23:48:34,057 - net: 82.798 (96.324) +2024-10-20 23:48:55,096 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 41643] [top5_cnt 48263] [top_all 50000] +2024-10-20 23:48:55,096 - net_E: 83.286 (96.526) +2024-10-20 23:48:55,271 - Max [top1: 82.862 (epoch: 894)] [top1-ema: 83.354 (epoch: 895)] +2024-10-20 23:48:55,271 - ==> Total time: 6 days, 0:07:03 Eta: 16:00:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 23:49:22,064 - Train: 90.00% [1125950/1251000] [900.0/1000.0] [batch_t 0.409 (0.454)] [data_t 0.063] [optim_t 0.345] [lr 0.000103] [CE 4.027 (3.767)] [KD 1.693 (1.636)] +2024-10-20 23:49:43,835 - Train: 90.01% [1126000/1251000] [900.1/1000.0] [batch_t 0.417 (0.435)] [data_t 0.073] [optim_t 0.345] [lr 0.000103] [CE 3.856 (3.688)] [KD 1.677 (1.602)] +2024-10-20 23:50:04,991 - Train: 90.01% [1126050/1251000] [900.1/1000.0] [batch_t 0.485 (0.423)] [data_t 0.140] [optim_t 0.345] [lr 0.000103] [CE 3.979 (3.682)] [KD 1.763 (1.581)] +2024-10-20 23:50:26,022 - Train: 90.02% [1126100/1251000] [900.2/1000.0] [batch_t 0.415 (0.420)] [data_t 0.073] [optim_t 0.342] [lr 0.000102] [CE 3.389 (3.710)] [KD 1.557 (1.610)] +2024-10-20 23:50:47,709 - Train: 90.02% [1126150/1251000] [900.2/1000.0] [batch_t 0.460 (0.434)] [data_t 0.118] [optim_t 0.343] [lr 0.000102] [CE 3.598 (3.749)] [KD 1.538 (1.610)] +2024-10-20 23:51:09,727 - Train: 90.02% [1126200/1251000] [900.2/1000.0] [batch_t 0.384 (0.440)] [data_t 0.039] [optim_t 0.345] [lr 0.000102] [CE 3.936 (3.723)] [KD 1.695 (1.603)] +2024-10-20 23:51:31,257 - Train: 90.03% [1126250/1251000] [900.3/1000.0] [batch_t 0.382 (0.430)] [data_t 0.035] [optim_t 0.347] [lr 0.000102] [CE 4.162 (3.741)] [KD 1.720 (1.632)] +2024-10-20 23:51:52,587 - Train: 90.03% [1126300/1251000] [900.3/1000.0] [batch_t 0.430 (0.426)] [data_t 0.080] [optim_t 0.350] [lr 0.000102] [CE 3.831 (3.765)] [KD 1.601 (1.652)] +2024-10-20 23:52:14,137 - Train: 90.04% [1126350/1251000] [900.4/1000.0] [batch_t 0.433 (0.431)] [data_t 0.086] [optim_t 0.347] [lr 0.000102] [CE 3.853 (3.696)] [KD 1.723 (1.596)] +2024-10-20 23:52:36,107 - Train: 90.04% [1126400/1251000] [900.4/1000.0] [batch_t 0.362 (0.439)] [data_t 0.015] [optim_t 0.347] [lr 0.000102] [CE 3.588 (3.825)] [KD 1.574 (1.654)] +2024-10-20 23:52:57,924 - Train: 90.04% [1126450/1251000] [900.4/1000.0] [batch_t 0.498 (0.436)] [data_t 0.015] [optim_t 0.483] [lr 0.000102] [CE 3.444 (3.726)] [KD 1.527 (1.630)] +2024-10-20 23:53:19,033 - Train: 90.05% [1126500/1251000] [900.5/1000.0] [batch_t 0.407 (0.422)] [data_t 0.015] [optim_t 0.392] [lr 0.000102] [CE 4.037 (3.774)] [KD 1.888 (1.637)] +2024-10-20 23:53:40,534 - Train: 90.05% [1126550/1251000] [900.5/1000.0] [batch_t 0.369 (0.430)] [data_t 0.023] [optim_t 0.346] [lr 0.000102] [CE 3.027 (3.708)] [KD 1.401 (1.611)] +2024-10-20 23:54:02,121 - Train: 90.06% [1126600/1251000] [900.6/1000.0] [batch_t 0.429 (0.432)] [data_t 0.081] [optim_t 0.348] [lr 0.000102] [CE 3.791 (3.735)] [KD 1.790 (1.635)] +2024-10-20 23:54:24,059 - Train: 90.06% [1126650/1251000] [900.6/1000.0] [batch_t 0.488 (0.439)] [data_t 0.144] [optim_t 0.344] [lr 0.000102] [CE 3.751 (3.671)] [KD 1.618 (1.581)] +2024-10-20 23:54:46,010 - Train: 90.06% [1126700/1251000] [900.6/1000.0] [batch_t 0.463 (0.439)] [data_t 0.105] [optim_t 0.358] [lr 0.000102] [CE 3.544 (3.733)] [KD 1.516 (1.624)] +2024-10-20 23:55:08,769 - Train: 90.07% [1126750/1251000] [900.7/1000.0] [batch_t 0.955 (0.455)] [data_t 0.015] [optim_t 0.940] [lr 0.000102] [CE 3.970 (3.824)] [KD 1.853 (1.664)] +2024-10-20 23:55:31,079 - Train: 90.07% [1126800/1251000] [900.7/1000.0] [batch_t 0.516 (0.446)] [data_t 0.015] [optim_t 0.501] [lr 0.000102] [CE 3.652 (3.699)] [KD 1.540 (1.601)] +2024-10-20 23:55:53,687 - Train: 90.08% [1126850/1251000] [900.8/1000.0] [batch_t 0.475 (0.452)] [data_t 0.016] [optim_t 0.460] [lr 0.000102] [CE 3.606 (3.716)] [KD 1.509 (1.616)] +2024-10-20 23:56:16,046 - Train: 90.08% [1126900/1251000] [900.8/1000.0] [batch_t 0.402 (0.447)] [data_t 0.015] [optim_t 0.387] [lr 0.000102] [CE 3.785 (3.800)] [KD 1.580 (1.662)] +2024-10-20 23:56:39,160 - Train: 90.08% [1126950/1251000] [900.8/1000.0] [batch_t 0.503 (0.462)] [data_t 0.015] [optim_t 0.487] [lr 0.000101] [CE 3.142 (3.714)] [KD 1.288 (1.600)] +2024-10-20 23:57:01,366 - Train: 90.09% [1127000/1251000] [900.9/1000.0] [batch_t 0.466 (0.444)] [data_t 0.015] [optim_t 0.451] [lr 0.000101] [CE 3.427 (3.833)] [KD 1.455 (1.691)] +2024-10-20 23:57:24,117 - Train: 90.09% [1127050/1251000] [900.9/1000.0] [batch_t 0.473 (0.455)] [data_t 0.015] [optim_t 0.457] [lr 0.000101] [CE 3.522 (3.742)] [KD 1.438 (1.621)] +2024-10-20 23:57:46,574 - Train: 90.10% [1127100/1251000] [901.0/1000.0] [batch_t 0.451 (0.449)] [data_t 0.015] [optim_t 0.436] [lr 0.000101] [CE 3.524 (3.734)] [KD 1.490 (1.627)] +2024-10-20 23:58:08,463 - Train: 90.10% [1127150/1251000] [901.0/1000.0] [batch_t 0.359 (0.438)] [data_t 0.015] [optim_t 0.344] [lr 0.000101] [CE 3.858 (3.726)] [KD 1.693 (1.620)] +2024-10-20 23:58:30,440 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41354] [top5_cnt 48199] [top_all 50000] +2024-10-20 23:58:30,441 - net: 82.708 (96.398) +2024-10-20 23:58:52,255 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41675] [top5_cnt 48271] [top_all 50000] +2024-10-20 23:58:52,256 - net_E: 83.350 (96.542) +2024-10-20 23:58:52,480 - Max [top1: 82.862 (epoch: 894)] [top1-ema: 83.354 (epoch: 895)] +2024-10-20 23:58:52,481 - ==> Total time: 6 days, 0:17:01 Eta: 15:51:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-20 23:59:18,255 - Train: 90.10% [1127200/1251000] [901.0/1000.0] [batch_t 0.548 (0.491)] [data_t 0.016] [optim_t 0.532] [lr 0.000101] [CE 4.110 (3.801)] [KD 1.795 (1.637)] +2024-10-20 23:59:40,924 - Train: 90.11% [1127250/1251000] [901.1/1000.0] [batch_t 0.361 (0.453)] [data_t 0.015] [optim_t 0.345] [lr 0.000101] [CE 3.493 (3.800)] [KD 1.535 (1.639)] +2024-10-21 00:00:03,752 - Train: 90.11% [1127300/1251000] [901.1/1000.0] [batch_t 0.420 (0.456)] [data_t 0.016] [optim_t 0.405] [lr 0.000101] [CE 3.864 (3.710)] [KD 1.640 (1.620)] +2024-10-21 00:00:26,160 - Train: 90.12% [1127350/1251000] [901.2/1000.0] [batch_t 0.452 (0.448)] [data_t 0.015] [optim_t 0.436] [lr 0.000101] [CE 3.549 (3.830)] [KD 1.678 (1.666)] +2024-10-21 00:00:48,839 - Train: 90.12% [1127400/1251000] [901.2/1000.0] [batch_t 0.390 (0.453)] [data_t 0.015] [optim_t 0.375] [lr 0.000101] [CE 3.544 (3.736)] [KD 1.633 (1.619)] +2024-10-21 00:01:11,358 - Train: 90.12% [1127450/1251000] [901.2/1000.0] [batch_t 0.394 (0.450)] [data_t 0.015] [optim_t 0.379] [lr 0.000101] [CE 3.810 (3.756)] [KD 1.797 (1.619)] +2024-10-21 00:01:34,820 - Train: 90.13% [1127500/1251000] [901.3/1000.0] [batch_t 0.434 (0.469)] [data_t 0.015] [optim_t 0.418] [lr 0.000101] [CE 3.298 (3.728)] [KD 1.495 (1.627)] +2024-10-21 00:01:56,284 - Train: 90.13% [1127550/1251000] [901.3/1000.0] [batch_t 0.434 (0.429)] [data_t 0.015] [optim_t 0.419] [lr 0.000101] [CE 4.061 (3.827)] [KD 1.778 (1.657)] +2024-10-21 00:02:17,436 - Train: 90.14% [1127600/1251000] [901.4/1000.0] [batch_t 0.382 (0.423)] [data_t 0.016] [optim_t 0.367] [lr 0.000101] [CE 4.051 (3.698)] [KD 1.810 (1.602)] +2024-10-21 00:02:39,103 - Train: 90.14% [1127650/1251000] [901.4/1000.0] [batch_t 0.438 (0.433)] [data_t 0.015] [optim_t 0.423] [lr 0.000101] [CE 3.805 (3.731)] [KD 1.561 (1.614)] +2024-10-21 00:03:01,274 - Train: 90.14% [1127700/1251000] [901.4/1000.0] [batch_t 0.442 (0.443)] [data_t 0.015] [optim_t 0.427] [lr 0.000101] [CE 3.849 (3.690)] [KD 1.553 (1.587)] +2024-10-21 00:03:22,698 - Train: 90.15% [1127750/1251000] [901.5/1000.0] [batch_t 0.428 (0.428)] [data_t 0.015] [optim_t 0.413] [lr 0.000101] [CE 3.975 (3.779)] [KD 1.751 (1.639)] +2024-10-21 00:03:43,895 - Train: 90.15% [1127800/1251000] [901.5/1000.0] [batch_t 0.401 (0.424)] [data_t 0.015] [optim_t 0.386] [lr 0.000101] [CE 4.413 (3.765)] [KD 1.919 (1.632)] +2024-10-21 00:04:06,011 - Train: 90.16% [1127850/1251000] [901.6/1000.0] [batch_t 0.503 (0.442)] [data_t 0.015] [optim_t 0.487] [lr 0.000100] [CE 3.619 (3.738)] [KD 1.617 (1.619)] +2024-10-21 00:04:28,151 - Train: 90.16% [1127900/1251000] [901.6/1000.0] [batch_t 0.418 (0.443)] [data_t 0.016] [optim_t 0.402] [lr 0.000100] [CE 3.753 (3.744)] [KD 1.562 (1.611)] +2024-10-21 00:04:49,504 - Train: 90.16% [1127950/1251000] [901.6/1000.0] [batch_t 0.454 (0.427)] [data_t 0.015] [optim_t 0.438] [lr 0.000100] [CE 3.551 (3.702)] [KD 1.452 (1.608)] +2024-10-21 00:05:10,793 - Train: 90.17% [1128000/1251000] [901.7/1000.0] [batch_t 0.440 (0.426)] [data_t 0.015] [optim_t 0.425] [lr 0.000100] [CE 3.709 (3.716)] [KD 1.677 (1.615)] +2024-10-21 00:05:32,098 - Train: 90.17% [1128050/1251000] [901.7/1000.0] [batch_t 0.438 (0.426)] [data_t 0.015] [optim_t 0.422] [lr 0.000100] [CE 3.936 (3.744)] [KD 1.696 (1.631)] +2024-10-21 00:05:53,310 - Train: 90.18% [1128100/1251000] [901.8/1000.0] [batch_t 0.411 (0.424)] [data_t 0.015] [optim_t 0.396] [lr 0.000100] [CE 3.441 (3.859)] [KD 1.410 (1.679)] +2024-10-21 00:06:14,726 - Train: 90.18% [1128150/1251000] [901.8/1000.0] [batch_t 0.488 (0.428)] [data_t 0.015] [optim_t 0.473] [lr 0.000100] [CE 3.956 (3.755)] [KD 1.647 (1.626)] +2024-10-21 00:06:36,555 - Train: 90.18% [1128200/1251000] [901.8/1000.0] [batch_t 0.399 (0.436)] [data_t 0.015] [optim_t 0.384] [lr 0.000100] [CE 4.014 (3.789)] [KD 1.779 (1.644)] +2024-10-21 00:06:58,208 - Train: 90.19% [1128250/1251000] [901.9/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.348] [lr 0.000100] [CE 3.934 (3.831)] [KD 1.746 (1.671)] +2024-10-21 00:07:19,501 - Train: 90.19% [1128300/1251000] [901.9/1000.0] [batch_t 0.444 (0.426)] [data_t 0.015] [optim_t 0.429] [lr 0.000100] [CE 3.793 (3.735)] [KD 1.606 (1.632)] +2024-10-21 00:07:40,479 - Train: 90.20% [1128350/1251000] [902.0/1000.0] [batch_t 0.389 (0.419)] [data_t 0.015] [optim_t 0.374] [lr 0.000100] [CE 3.949 (3.751)] [KD 1.728 (1.624)] +2024-10-21 00:08:01,158 - Train: 90.20% [1128400/1251000] [902.0/1000.0] [batch_t 0.361 (0.413)] [data_t 0.015] [optim_t 0.346] [lr 0.000100] [CE 3.155 (3.716)] [KD 1.307 (1.591)] +2024-10-21 00:08:23,827 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 41426] [top5_cnt 48185] [top_all 50000] +2024-10-21 00:08:23,827 - net: 82.852 (96.370) +2024-10-21 00:08:45,567 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.429)] [top1_cnt 41652] [top5_cnt 48268] [top_all 50000] +2024-10-21 00:08:45,567 - net_E: 83.304 (96.536) +2024-10-21 00:08:45,727 - Max [top1: 82.862 (epoch: 894)] [top1-ema: 83.354 (epoch: 895)] +2024-10-21 00:08:45,727 - ==> Total time: 6 days, 0:26:54 Eta: 15:41:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 00:09:10,892 - Train: 90.20% [1128450/1251000] [902.0/1000.0] [batch_t 0.448 (0.496)] [data_t 0.015] [optim_t 0.432] [lr 0.000100] [CE 3.858 (3.700)] [KD 1.839 (1.603)] +2024-10-21 00:09:33,191 - Train: 90.21% [1128500/1251000] [902.1/1000.0] [batch_t 0.358 (0.446)] [data_t 0.015] [optim_t 0.343] [lr 0.000100] [CE 3.745 (3.688)] [KD 1.605 (1.609)] +2024-10-21 00:09:54,707 - Train: 90.21% [1128550/1251000] [902.1/1000.0] [batch_t 0.367 (0.430)] [data_t 0.015] [optim_t 0.351] [lr 0.000100] [CE 4.356 (3.753)] [KD 1.857 (1.609)] +2024-10-21 00:10:16,829 - Train: 90.22% [1128600/1251000] [902.2/1000.0] [batch_t 0.532 (0.442)] [data_t 0.015] [optim_t 0.516] [lr 0.000100] [CE 3.969 (3.770)] [KD 1.947 (1.627)] +2024-10-21 00:10:38,840 - Train: 90.22% [1128650/1251000] [902.2/1000.0] [batch_t 0.386 (0.440)] [data_t 0.016] [optim_t 0.371] [lr 0.000100] [CE 3.805 (3.741)] [KD 1.721 (1.626)] +2024-10-21 00:11:00,453 - Train: 90.22% [1128700/1251000] [902.2/1000.0] [batch_t 0.506 (0.432)] [data_t 0.015] [optim_t 0.491] [lr 0.000099] [CE 3.625 (3.751)] [KD 1.643 (1.617)] +2024-10-21 00:11:22,181 - Train: 90.23% [1128750/1251000] [902.3/1000.0] [batch_t 0.471 (0.434)] [data_t 0.016] [optim_t 0.456] [lr 0.000099] [CE 3.683 (3.716)] [KD 1.508 (1.596)] +2024-10-21 00:11:44,171 - Train: 90.23% [1128800/1251000] [902.3/1000.0] [batch_t 0.445 (0.440)] [data_t 0.015] [optim_t 0.429] [lr 0.000099] [CE 3.713 (3.710)] [KD 1.591 (1.607)] +2024-10-21 00:12:06,396 - Train: 90.24% [1128850/1251000] [902.4/1000.0] [batch_t 0.434 (0.444)] [data_t 0.016] [optim_t 0.418] [lr 0.000099] [CE 4.041 (3.707)] [KD 1.830 (1.598)] +2024-10-21 00:12:28,626 - Train: 90.24% [1128900/1251000] [902.4/1000.0] [batch_t 0.397 (0.445)] [data_t 0.015] [optim_t 0.381] [lr 0.000099] [CE 3.973 (3.703)] [KD 1.747 (1.597)] +2024-10-21 00:12:50,641 - Train: 90.24% [1128950/1251000] [902.4/1000.0] [batch_t 0.457 (0.440)] [data_t 0.015] [optim_t 0.441] [lr 0.000099] [CE 3.412 (3.679)] [KD 1.445 (1.595)] +2024-10-21 00:13:12,528 - Train: 90.25% [1129000/1251000] [902.5/1000.0] [batch_t 0.474 (0.438)] [data_t 0.015] [optim_t 0.459] [lr 0.000099] [CE 3.651 (3.650)] [KD 1.681 (1.595)] +2024-10-21 00:13:35,180 - Train: 90.25% [1129050/1251000] [902.5/1000.0] [batch_t 0.422 (0.453)] [data_t 0.015] [optim_t 0.406] [lr 0.000099] [CE 3.444 (3.776)] [KD 1.520 (1.628)] +2024-10-21 00:13:57,081 - Train: 90.26% [1129100/1251000] [902.6/1000.0] [batch_t 0.506 (0.438)] [data_t 0.015] [optim_t 0.490] [lr 0.000099] [CE 4.237 (3.786)] [KD 1.769 (1.646)] +2024-10-21 00:14:19,162 - Train: 90.26% [1129150/1251000] [902.6/1000.0] [batch_t 0.451 (0.442)] [data_t 0.015] [optim_t 0.436] [lr 0.000099] [CE 3.842 (3.699)] [KD 1.752 (1.603)] +2024-10-21 00:14:41,645 - Train: 90.26% [1129200/1251000] [902.6/1000.0] [batch_t 0.469 (0.450)] [data_t 0.015] [optim_t 0.453] [lr 0.000099] [CE 4.182 (3.740)] [KD 1.834 (1.607)] +2024-10-21 00:15:03,632 - Train: 90.27% [1129250/1251000] [902.7/1000.0] [batch_t 0.449 (0.440)] [data_t 0.015] [optim_t 0.434] [lr 0.000099] [CE 3.398 (3.744)] [KD 1.437 (1.620)] +2024-10-21 00:15:25,660 - Train: 90.27% [1129300/1251000] [902.7/1000.0] [batch_t 0.454 (0.440)] [data_t 0.015] [optim_t 0.439] [lr 0.000099] [CE 3.558 (3.769)] [KD 1.573 (1.633)] +2024-10-21 00:15:47,407 - Train: 90.28% [1129350/1251000] [902.8/1000.0] [batch_t 0.399 (0.435)] [data_t 0.016] [optim_t 0.383] [lr 0.000099] [CE 3.641 (3.740)] [KD 1.591 (1.614)] +2024-10-21 00:16:08,465 - Train: 90.28% [1129400/1251000] [902.8/1000.0] [batch_t 0.363 (0.421)] [data_t 0.015] [optim_t 0.348] [lr 0.000099] [CE 3.995 (3.741)] [KD 1.774 (1.620)] +2024-10-21 00:16:30,331 - Train: 90.28% [1129450/1251000] [902.8/1000.0] [batch_t 0.475 (0.437)] [data_t 0.015] [optim_t 0.460] [lr 0.000099] [CE 4.112 (3.784)] [KD 1.691 (1.645)] +2024-10-21 00:16:51,696 - Train: 90.29% [1129500/1251000] [902.9/1000.0] [batch_t 0.438 (0.427)] [data_t 0.015] [optim_t 0.423] [lr 0.000099] [CE 3.415 (3.761)] [KD 1.561 (1.631)] +2024-10-21 00:17:12,714 - Train: 90.29% [1129550/1251000] [902.9/1000.0] [batch_t 0.402 (0.420)] [data_t 0.015] [optim_t 0.386] [lr 0.000099] [CE 3.597 (3.768)] [KD 1.564 (1.635)] +2024-10-21 00:17:34,187 - Train: 90.30% [1129600/1251000] [903.0/1000.0] [batch_t 0.418 (0.429)] [data_t 0.015] [optim_t 0.403] [lr 0.000098] [CE 4.012 (3.681)] [KD 1.821 (1.603)] +2024-10-21 00:17:55,314 - Train: 90.30% [1129650/1251000] [903.0/1000.0] [batch_t 0.359 (0.422)] [data_t 0.015] [optim_t 0.344] [lr 0.000098] [CE 3.796 (3.761)] [KD 1.733 (1.628)] +2024-10-21 00:18:17,135 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.411)] [top1_cnt 41445] [top5_cnt 48172] [top_all 50000] +2024-10-21 00:18:17,136 - net: 82.890 (96.344) +2024-10-21 00:18:38,794 - Test (net_E): 100.00% [50/50] [batch_t 0.153 (0.427)] [top1_cnt 41653] [top5_cnt 48276] [top_all 50000] +2024-10-21 00:18:38,794 - net_E: 83.306 (96.552) +2024-10-21 00:18:38,954 - Max [top1: 82.890 (epoch: 903)] [top1-ema: 83.354 (epoch: 895)] +2024-10-21 00:18:38,954 - ==> Total time: 6 days, 0:36:47 Eta: 15:32:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 00:19:05,061 - Train: 90.30% [1129700/1251000] [903.0/1000.0] [batch_t 0.409 (0.458)] [data_t 0.015] [optim_t 0.393] [lr 0.000098] [CE 3.599 (3.760)] [KD 1.626 (1.640)] +2024-10-21 00:19:26,989 - Train: 90.31% [1129750/1251000] [903.1/1000.0] [batch_t 0.414 (0.438)] [data_t 0.015] [optim_t 0.399] [lr 0.000098] [CE 3.690 (3.787)] [KD 1.596 (1.640)] +2024-10-21 00:19:47,861 - Train: 90.31% [1129800/1251000] [903.1/1000.0] [batch_t 0.465 (0.417)] [data_t 0.016] [optim_t 0.450] [lr 0.000098] [CE 3.347 (3.725)] [KD 1.426 (1.610)] +2024-10-21 00:20:08,179 - Train: 90.32% [1129850/1251000] [903.2/1000.0] [batch_t 0.360 (0.406)] [data_t 0.015] [optim_t 0.345] [lr 0.000098] [CE 3.616 (3.703)] [KD 1.485 (1.595)] +2024-10-21 00:20:28,785 - Train: 90.32% [1129900/1251000] [903.2/1000.0] [batch_t 0.431 (0.412)] [data_t 0.015] [optim_t 0.415] [lr 0.000098] [CE 3.576 (3.745)] [KD 1.505 (1.622)] +2024-10-21 00:20:48,913 - Train: 90.32% [1129950/1251000] [903.2/1000.0] [batch_t 0.381 (0.402)] [data_t 0.016] [optim_t 0.365] [lr 0.000098] [CE 3.392 (3.753)] [KD 1.450 (1.641)] +2024-10-21 00:21:10,467 - Train: 90.33% [1130000/1251000] [903.3/1000.0] [batch_t 0.404 (0.431)] [data_t 0.015] [optim_t 0.389] [lr 0.000098] [CE 3.816 (3.717)] [KD 1.676 (1.611)] +2024-10-21 00:21:31,305 - Train: 90.33% [1130050/1251000] [903.3/1000.0] [batch_t 0.392 (0.417)] [data_t 0.015] [optim_t 0.376] [lr 0.000098] [CE 3.736 (3.659)] [KD 1.678 (1.573)] +2024-10-21 00:21:53,088 - Train: 90.34% [1130100/1251000] [903.4/1000.0] [batch_t 0.373 (0.436)] [data_t 0.029] [optim_t 0.344] [lr 0.000098] [CE 4.129 (3.740)] [KD 1.726 (1.608)] +2024-10-21 00:22:15,275 - Train: 90.34% [1130150/1251000] [903.4/1000.0] [batch_t 0.454 (0.444)] [data_t 0.110] [optim_t 0.344] [lr 0.000098] [CE 3.794 (3.771)] [KD 1.626 (1.626)] +2024-10-21 00:22:37,772 - Train: 90.34% [1130200/1251000] [903.4/1000.0] [batch_t 0.461 (0.450)] [data_t 0.113] [optim_t 0.348] [lr 0.000098] [CE 3.520 (3.833)] [KD 1.567 (1.669)] +2024-10-21 00:22:59,858 - Train: 90.35% [1130250/1251000] [903.5/1000.0] [batch_t 0.492 (0.442)] [data_t 0.137] [optim_t 0.356] [lr 0.000098] [CE 3.927 (3.759)] [KD 1.855 (1.617)] +2024-10-21 00:23:22,120 - Train: 90.35% [1130300/1251000] [903.5/1000.0] [batch_t 0.464 (0.445)] [data_t 0.121] [optim_t 0.343] [lr 0.000098] [CE 3.700 (3.756)] [KD 1.575 (1.619)] +2024-10-21 00:23:44,118 - Train: 90.36% [1130350/1251000] [903.6/1000.0] [batch_t 0.482 (0.440)] [data_t 0.139] [optim_t 0.343] [lr 0.000098] [CE 3.607 (3.764)] [KD 1.465 (1.635)] +2024-10-21 00:24:05,448 - Train: 90.36% [1130400/1251000] [903.6/1000.0] [batch_t 0.486 (0.426)] [data_t 0.145] [optim_t 0.342] [lr 0.000098] [CE 3.589 (3.776)] [KD 1.356 (1.638)] +2024-10-21 00:24:27,132 - Train: 90.36% [1130450/1251000] [903.6/1000.0] [batch_t 0.418 (0.434)] [data_t 0.015] [optim_t 0.403] [lr 0.000098] [CE 3.694 (3.779)] [KD 1.624 (1.641)] +2024-10-21 00:24:48,036 - Train: 90.37% [1130500/1251000] [903.7/1000.0] [batch_t 0.399 (0.418)] [data_t 0.015] [optim_t 0.384] [lr 0.000097] [CE 3.891 (3.779)] [KD 1.748 (1.651)] +2024-10-21 00:25:08,858 - Train: 90.37% [1130550/1251000] [903.7/1000.0] [batch_t 0.394 (0.416)] [data_t 0.015] [optim_t 0.379] [lr 0.000097] [CE 4.259 (3.740)] [KD 1.941 (1.626)] +2024-10-21 00:25:30,430 - Train: 90.38% [1130600/1251000] [903.8/1000.0] [batch_t 0.435 (0.431)] [data_t 0.015] [optim_t 0.420] [lr 0.000097] [CE 3.449 (3.798)] [KD 1.409 (1.643)] +2024-10-21 00:25:52,288 - Train: 90.38% [1130650/1251000] [903.8/1000.0] [batch_t 0.440 (0.437)] [data_t 0.015] [optim_t 0.424] [lr 0.000097] [CE 3.881 (3.738)] [KD 1.765 (1.622)] +2024-10-21 00:26:13,421 - Train: 90.38% [1130700/1251000] [903.8/1000.0] [batch_t 0.418 (0.423)] [data_t 0.015] [optim_t 0.402] [lr 0.000097] [CE 3.676 (3.709)] [KD 1.566 (1.590)] +2024-10-21 00:26:35,181 - Train: 90.39% [1130750/1251000] [903.9/1000.0] [batch_t 0.403 (0.435)] [data_t 0.015] [optim_t 0.388] [lr 0.000097] [CE 4.295 (3.711)] [KD 1.754 (1.606)] +2024-10-21 00:26:57,040 - Train: 90.39% [1130800/1251000] [903.9/1000.0] [batch_t 0.426 (0.437)] [data_t 0.015] [optim_t 0.411] [lr 0.000097] [CE 3.550 (3.784)] [KD 1.511 (1.642)] +2024-10-21 00:27:17,935 - Train: 90.40% [1130850/1251000] [904.0/1000.0] [batch_t 0.398 (0.418)] [data_t 0.015] [optim_t 0.383] [lr 0.000097] [CE 3.476 (3.709)] [KD 1.612 (1.592)] +2024-10-21 00:27:39,013 - Train: 90.40% [1130900/1251000] [904.0/1000.0] [batch_t 0.359 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.000097] [CE 3.540 (3.675)] [KD 1.480 (1.589)] +2024-10-21 00:28:01,860 - Test (net): 100.00% [50/50] [batch_t 0.133 (0.425)] [top1_cnt 41361] [top5_cnt 48177] [top_all 50000] +2024-10-21 00:28:01,861 - net: 82.722 (96.354) +2024-10-21 00:28:23,122 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 41649] [top5_cnt 48265] [top_all 50000] +2024-10-21 00:28:23,122 - net_E: 83.298 (96.530) +2024-10-21 00:28:23,300 - Max [top1: 82.890 (epoch: 903)] [top1-ema: 83.354 (epoch: 895)] +2024-10-21 00:28:23,300 - ==> Total time: 6 days, 0:46:31 Eta: 15:22:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 00:28:47,230 - Train: 90.40% [1130950/1251000] [904.0/1000.0] [batch_t 0.472 (0.491)] [data_t 0.015] [optim_t 0.457] [lr 0.000097] [CE 3.583 (3.791)] [KD 1.548 (1.643)] +2024-10-21 00:29:08,650 - Train: 90.41% [1131000/1251000] [904.1/1000.0] [batch_t 0.483 (0.428)] [data_t 0.015] [optim_t 0.468] [lr 0.000097] [CE 3.706 (3.763)] [KD 1.691 (1.617)] +2024-10-21 00:29:30,211 - Train: 90.41% [1131050/1251000] [904.1/1000.0] [batch_t 0.447 (0.431)] [data_t 0.015] [optim_t 0.431] [lr 0.000097] [CE 3.606 (3.754)] [KD 1.576 (1.633)] +2024-10-21 00:29:51,836 - Train: 90.42% [1131100/1251000] [904.2/1000.0] [batch_t 0.418 (0.432)] [data_t 0.015] [optim_t 0.403] [lr 0.000097] [CE 3.992 (3.685)] [KD 1.763 (1.601)] +2024-10-21 00:30:13,042 - Train: 90.42% [1131150/1251000] [904.2/1000.0] [batch_t 0.426 (0.424)] [data_t 0.016] [optim_t 0.410] [lr 0.000097] [CE 3.616 (3.684)] [KD 1.661 (1.593)] +2024-10-21 00:30:33,943 - Train: 90.42% [1131200/1251000] [904.2/1000.0] [batch_t 0.453 (0.418)] [data_t 0.016] [optim_t 0.438] [lr 0.000097] [CE 3.796 (3.739)] [KD 1.557 (1.618)] +2024-10-21 00:30:54,639 - Train: 90.43% [1131250/1251000] [904.3/1000.0] [batch_t 0.424 (0.414)] [data_t 0.016] [optim_t 0.408] [lr 0.000097] [CE 3.651 (3.760)] [KD 1.583 (1.627)] +2024-10-21 00:31:15,979 - Train: 90.43% [1131300/1251000] [904.3/1000.0] [batch_t 0.388 (0.427)] [data_t 0.015] [optim_t 0.372] [lr 0.000097] [CE 3.852 (3.757)] [KD 1.725 (1.626)] +2024-10-21 00:31:38,156 - Train: 90.44% [1131350/1251000] [904.4/1000.0] [batch_t 0.434 (0.443)] [data_t 0.016] [optim_t 0.418] [lr 0.000097] [CE 3.518 (3.686)] [KD 1.534 (1.605)] +2024-10-21 00:31:59,527 - Train: 90.44% [1131400/1251000] [904.4/1000.0] [batch_t 0.362 (0.427)] [data_t 0.016] [optim_t 0.347] [lr 0.000096] [CE 3.895 (3.864)] [KD 1.635 (1.667)] +2024-10-21 00:32:21,203 - Train: 90.44% [1131450/1251000] [904.4/1000.0] [batch_t 0.489 (0.433)] [data_t 0.015] [optim_t 0.474] [lr 0.000096] [CE 3.270 (3.772)] [KD 1.245 (1.636)] +2024-10-21 00:32:42,231 - Train: 90.45% [1131500/1251000] [904.5/1000.0] [batch_t 0.409 (0.420)] [data_t 0.016] [optim_t 0.393] [lr 0.000096] [CE 4.007 (3.758)] [KD 1.769 (1.617)] +2024-10-21 00:33:03,465 - Train: 90.45% [1131550/1251000] [904.5/1000.0] [batch_t 0.377 (0.425)] [data_t 0.016] [optim_t 0.362] [lr 0.000096] [CE 4.024 (3.728)] [KD 1.900 (1.617)] +2024-10-21 00:33:24,774 - Train: 90.46% [1131600/1251000] [904.6/1000.0] [batch_t 0.378 (0.426)] [data_t 0.016] [optim_t 0.362] [lr 0.000096] [CE 3.863 (3.759)] [KD 1.678 (1.628)] +2024-10-21 00:33:46,239 - Train: 90.46% [1131650/1251000] [904.6/1000.0] [batch_t 0.423 (0.429)] [data_t 0.016] [optim_t 0.408] [lr 0.000096] [CE 4.399 (3.713)] [KD 1.891 (1.589)] +2024-10-21 00:34:07,754 - Train: 90.46% [1131700/1251000] [904.6/1000.0] [batch_t 0.391 (0.430)] [data_t 0.015] [optim_t 0.375] [lr 0.000096] [CE 3.633 (3.783)] [KD 1.599 (1.634)] +2024-10-21 00:34:29,294 - Train: 90.47% [1131750/1251000] [904.7/1000.0] [batch_t 0.393 (0.431)] [data_t 0.015] [optim_t 0.377] [lr 0.000096] [CE 4.021 (3.794)] [KD 1.684 (1.642)] +2024-10-21 00:34:50,853 - Train: 90.47% [1131800/1251000] [904.7/1000.0] [batch_t 0.417 (0.431)] [data_t 0.015] [optim_t 0.401] [lr 0.000096] [CE 4.052 (3.849)] [KD 1.705 (1.659)] +2024-10-21 00:35:12,255 - Train: 90.48% [1131850/1251000] [904.8/1000.0] [batch_t 0.474 (0.428)] [data_t 0.015] [optim_t 0.459] [lr 0.000096] [CE 4.175 (3.737)] [KD 1.960 (1.605)] +2024-10-21 00:35:33,631 - Train: 90.48% [1131900/1251000] [904.8/1000.0] [batch_t 0.372 (0.427)] [data_t 0.015] [optim_t 0.357] [lr 0.000096] [CE 3.776 (3.711)] [KD 1.613 (1.590)] +2024-10-21 00:35:54,753 - Train: 90.48% [1131950/1251000] [904.8/1000.0] [batch_t 0.363 (0.422)] [data_t 0.015] [optim_t 0.348] [lr 0.000096] [CE 4.029 (3.787)] [KD 1.653 (1.625)] +2024-10-21 00:36:15,955 - Train: 90.49% [1132000/1251000] [904.9/1000.0] [batch_t 0.432 (0.424)] [data_t 0.015] [optim_t 0.417] [lr 0.000096] [CE 3.280 (3.779)] [KD 1.387 (1.630)] +2024-10-21 00:36:37,573 - Train: 90.49% [1132050/1251000] [904.9/1000.0] [batch_t 0.392 (0.432)] [data_t 0.015] [optim_t 0.377] [lr 0.000096] [CE 3.534 (3.809)] [KD 1.459 (1.647)] +2024-10-21 00:36:59,100 - Train: 90.50% [1132100/1251000] [905.0/1000.0] [batch_t 0.530 (0.430)] [data_t 0.015] [optim_t 0.515] [lr 0.000096] [CE 3.540 (3.740)] [KD 1.579 (1.616)] +2024-10-21 00:37:20,149 - Train: 90.50% [1132150/1251000] [905.0/1000.0] [batch_t 0.359 (0.421)] [data_t 0.015] [optim_t 0.344] [lr 0.000096] [CE 3.604 (3.733)] [KD 1.526 (1.626)] +2024-10-21 00:37:44,048 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 41405] [top5_cnt 48151] [top_all 50000] +2024-10-21 00:37:44,049 - net: 82.810 (96.302) +2024-10-21 00:38:05,965 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 41668] [top5_cnt 48277] [top_all 50000] +2024-10-21 00:38:05,966 - net_E: 83.336 (96.554) +2024-10-21 00:38:06,146 - Max [top1: 82.890 (epoch: 903)] [top1-ema: 83.354 (epoch: 895)] +2024-10-21 00:38:06,147 - ==> Total time: 6 days, 0:56:14 Eta: 15:12:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 00:38:29,959 - Train: 90.50% [1132200/1251000] [905.0/1000.0] [batch_t 0.427 (0.496)] [data_t 0.015] [optim_t 0.412] [lr 0.000096] [CE 4.038 (3.719)] [KD 1.713 (1.586)] +2024-10-21 00:38:52,478 - Train: 90.51% [1132250/1251000] [905.1/1000.0] [batch_t 0.433 (0.450)] [data_t 0.015] [optim_t 0.418] [lr 0.000096] [CE 3.867 (3.725)] [KD 1.871 (1.616)] +2024-10-21 00:39:14,987 - Train: 90.51% [1132300/1251000] [905.1/1000.0] [batch_t 0.429 (0.450)] [data_t 0.016] [optim_t 0.413] [lr 0.000095] [CE 3.747 (3.748)] [KD 1.590 (1.620)] +2024-10-21 00:39:36,767 - Train: 90.52% [1132350/1251000] [905.2/1000.0] [batch_t 0.415 (0.435)] [data_t 0.015] [optim_t 0.400] [lr 0.000095] [CE 3.973 (3.781)] [KD 1.901 (1.649)] +2024-10-21 00:39:57,853 - Train: 90.52% [1132400/1251000] [905.2/1000.0] [batch_t 0.405 (0.422)] [data_t 0.015] [optim_t 0.389] [lr 0.000095] [CE 3.778 (3.746)] [KD 1.676 (1.613)] +2024-10-21 00:40:19,353 - Train: 90.52% [1132450/1251000] [905.2/1000.0] [batch_t 0.388 (0.430)] [data_t 0.015] [optim_t 0.373] [lr 0.000095] [CE 3.712 (3.707)] [KD 1.586 (1.598)] +2024-10-21 00:40:40,682 - Train: 90.53% [1132500/1251000] [905.3/1000.0] [batch_t 0.429 (0.426)] [data_t 0.015] [optim_t 0.414] [lr 0.000095] [CE 3.912 (3.797)] [KD 1.585 (1.639)] +2024-10-21 00:41:01,438 - Train: 90.53% [1132550/1251000] [905.3/1000.0] [batch_t 0.397 (0.415)] [data_t 0.015] [optim_t 0.381] [lr 0.000095] [CE 3.230 (3.692)] [KD 1.413 (1.599)] +2024-10-21 00:41:22,950 - Train: 90.54% [1132600/1251000] [905.4/1000.0] [batch_t 0.422 (0.430)] [data_t 0.015] [optim_t 0.407] [lr 0.000095] [CE 3.841 (3.786)] [KD 1.659 (1.641)] +2024-10-21 00:41:44,855 - Train: 90.54% [1132650/1251000] [905.4/1000.0] [batch_t 0.382 (0.438)] [data_t 0.015] [optim_t 0.367] [lr 0.000095] [CE 3.324 (3.719)] [KD 1.386 (1.601)] +2024-10-21 00:42:06,407 - Train: 90.54% [1132700/1251000] [905.4/1000.0] [batch_t 0.422 (0.431)] [data_t 0.015] [optim_t 0.407] [lr 0.000095] [CE 3.942 (3.756)] [KD 1.842 (1.634)] +2024-10-21 00:42:27,635 - Train: 90.55% [1132750/1251000] [905.5/1000.0] [batch_t 0.409 (0.424)] [data_t 0.016] [optim_t 0.393] [lr 0.000095] [CE 3.981 (3.726)] [KD 1.680 (1.599)] +2024-10-21 00:42:49,586 - Train: 90.55% [1132800/1251000] [905.5/1000.0] [batch_t 0.474 (0.439)] [data_t 0.015] [optim_t 0.459] [lr 0.000095] [CE 3.255 (3.732)] [KD 1.316 (1.618)] +2024-10-21 00:43:10,932 - Train: 90.56% [1132850/1251000] [905.6/1000.0] [batch_t 0.400 (0.427)] [data_t 0.015] [optim_t 0.385] [lr 0.000095] [CE 4.064 (3.732)] [KD 1.755 (1.608)] +2024-10-21 00:43:32,018 - Train: 90.56% [1132900/1251000] [905.6/1000.0] [batch_t 0.512 (0.422)] [data_t 0.015] [optim_t 0.496] [lr 0.000095] [CE 3.337 (3.790)] [KD 1.351 (1.634)] +2024-10-21 00:43:52,215 - Train: 90.56% [1132950/1251000] [905.6/1000.0] [batch_t 0.483 (0.404)] [data_t 0.016] [optim_t 0.468] [lr 0.000095] [CE 3.579 (3.689)] [KD 1.392 (1.592)] +2024-10-21 00:44:13,324 - Train: 90.57% [1133000/1251000] [905.7/1000.0] [batch_t 0.393 (0.422)] [data_t 0.015] [optim_t 0.377] [lr 0.000095] [CE 3.871 (3.699)] [KD 1.603 (1.604)] +2024-10-21 00:44:34,166 - Train: 90.57% [1133050/1251000] [905.7/1000.0] [batch_t 0.401 (0.417)] [data_t 0.016] [optim_t 0.385] [lr 0.000095] [CE 3.714 (3.765)] [KD 1.668 (1.628)] +2024-10-21 00:44:55,216 - Train: 90.58% [1133100/1251000] [905.8/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.347] [lr 0.000095] [CE 3.855 (3.752)] [KD 1.655 (1.632)] +2024-10-21 00:45:16,372 - Train: 90.58% [1133150/1251000] [905.8/1000.0] [batch_t 0.398 (0.423)] [data_t 0.016] [optim_t 0.383] [lr 0.000095] [CE 3.918 (3.762)] [KD 1.694 (1.619)] +2024-10-21 00:45:38,466 - Train: 90.58% [1133200/1251000] [905.8/1000.0] [batch_t 0.517 (0.442)] [data_t 0.167] [optim_t 0.350] [lr 0.000095] [CE 4.096 (3.778)] [KD 1.758 (1.631)] +2024-10-21 00:46:00,073 - Train: 90.59% [1133250/1251000] [905.9/1000.0] [batch_t 0.410 (0.432)] [data_t 0.062] [optim_t 0.347] [lr 0.000094] [CE 3.435 (3.729)] [KD 1.483 (1.600)] +2024-10-21 00:46:21,363 - Train: 90.59% [1133300/1251000] [905.9/1000.0] [batch_t 0.498 (0.426)] [data_t 0.147] [optim_t 0.351] [lr 0.000094] [CE 3.862 (3.780)] [KD 1.764 (1.627)] +2024-10-21 00:46:42,656 - Train: 90.60% [1133350/1251000] [906.0/1000.0] [batch_t 0.461 (0.426)] [data_t 0.114] [optim_t 0.346] [lr 0.000094] [CE 3.736 (3.752)] [KD 1.650 (1.621)] +2024-10-21 00:47:04,064 - Train: 90.60% [1133400/1251000] [906.0/1000.0] [batch_t 0.364 (0.428)] [data_t 0.015] [optim_t 0.349] [lr 0.000094] [CE 3.856 (3.694)] [KD 1.727 (1.588)] +2024-10-21 00:47:28,626 - Test (net): 100.00% [50/50] [batch_t 0.148 (0.442)] [top1_cnt 41512] [top5_cnt 48181] [top_all 50000] +2024-10-21 00:47:28,626 - net: 83.024 (96.362) +2024-10-21 00:47:51,022 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.440)] [top1_cnt 41651] [top5_cnt 48272] [top_all 50000] +2024-10-21 00:47:51,023 - net_E: 83.302 (96.544) +2024-10-21 00:47:51,172 - Max [top1: 83.024 (epoch: 906)] [top1-ema: 83.354 (epoch: 895)] +2024-10-21 00:47:51,172 - ==> Total time: 6 days, 1:05:59 Eta: 15:03:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 00:48:14,919 - Train: 90.60% [1133450/1251000] [906.0/1000.0] [batch_t 0.367 (0.444)] [data_t 0.015] [optim_t 0.351] [lr 0.000094] [CE 4.082 (3.742)] [KD 1.764 (1.632)] +2024-10-21 00:48:36,190 - Train: 90.61% [1133500/1251000] [906.1/1000.0] [batch_t 0.419 (0.425)] [data_t 0.075] [optim_t 0.343] [lr 0.000094] [CE 3.756 (3.684)] [KD 1.477 (1.584)] +2024-10-21 00:48:58,168 - Train: 90.61% [1133550/1251000] [906.1/1000.0] [batch_t 0.461 (0.439)] [data_t 0.015] [optim_t 0.445] [lr 0.000094] [CE 3.668 (3.787)] [KD 1.560 (1.642)] +2024-10-21 00:49:20,542 - Train: 90.62% [1133600/1251000] [906.2/1000.0] [batch_t 0.438 (0.447)] [data_t 0.015] [optim_t 0.422] [lr 0.000094] [CE 3.922 (3.769)] [KD 1.642 (1.615)] +2024-10-21 00:49:41,149 - Train: 90.62% [1133650/1251000] [906.2/1000.0] [batch_t 0.387 (0.412)] [data_t 0.015] [optim_t 0.372] [lr 0.000094] [CE 4.346 (3.764)] [KD 2.011 (1.629)] +2024-10-21 00:50:01,663 - Train: 90.62% [1133700/1251000] [906.2/1000.0] [batch_t 0.378 (0.410)] [data_t 0.015] [optim_t 0.362] [lr 0.000094] [CE 3.722 (3.751)] [KD 1.686 (1.614)] +2024-10-21 00:50:23,352 - Train: 90.63% [1133750/1251000] [906.3/1000.0] [batch_t 0.482 (0.434)] [data_t 0.137] [optim_t 0.345] [lr 0.000094] [CE 4.139 (3.783)] [KD 1.980 (1.628)] +2024-10-21 00:50:45,771 - Train: 90.63% [1133800/1251000] [906.3/1000.0] [batch_t 0.364 (0.448)] [data_t 0.016] [optim_t 0.347] [lr 0.000094] [CE 3.319 (3.750)] [KD 1.333 (1.592)] +2024-10-21 00:51:07,130 - Train: 90.64% [1133850/1251000] [906.4/1000.0] [batch_t 0.417 (0.427)] [data_t 0.075] [optim_t 0.343] [lr 0.000094] [CE 4.072 (3.793)] [KD 1.745 (1.636)] +2024-10-21 00:51:28,477 - Train: 90.64% [1133900/1251000] [906.4/1000.0] [batch_t 0.368 (0.427)] [data_t 0.016] [optim_t 0.352] [lr 0.000094] [CE 3.510 (3.795)] [KD 1.508 (1.637)] +2024-10-21 00:51:50,243 - Train: 90.64% [1133950/1251000] [906.4/1000.0] [batch_t 0.411 (0.435)] [data_t 0.065] [optim_t 0.346] [lr 0.000094] [CE 3.746 (3.738)] [KD 1.554 (1.612)] +2024-10-21 00:52:11,830 - Train: 90.65% [1134000/1251000] [906.5/1000.0] [batch_t 0.462 (0.432)] [data_t 0.118] [optim_t 0.344] [lr 0.000094] [CE 3.714 (3.818)] [KD 1.679 (1.651)] +2024-10-21 00:52:33,403 - Train: 90.65% [1134050/1251000] [906.5/1000.0] [batch_t 0.427 (0.431)] [data_t 0.075] [optim_t 0.351] [lr 0.000094] [CE 3.803 (3.650)] [KD 1.674 (1.565)] +2024-10-21 00:52:54,907 - Train: 90.66% [1134100/1251000] [906.6/1000.0] [batch_t 0.360 (0.430)] [data_t 0.016] [optim_t 0.345] [lr 0.000094] [CE 3.520 (3.775)] [KD 1.622 (1.620)] +2024-10-21 00:53:16,134 - Train: 90.66% [1134150/1251000] [906.6/1000.0] [batch_t 0.386 (0.424)] [data_t 0.041] [optim_t 0.345] [lr 0.000093] [CE 2.912 (3.695)] [KD 1.264 (1.599)] +2024-10-21 00:53:38,008 - Train: 90.66% [1134200/1251000] [906.6/1000.0] [batch_t 0.461 (0.437)] [data_t 0.113] [optim_t 0.348] [lr 0.000093] [CE 3.555 (3.746)] [KD 1.510 (1.607)] +2024-10-21 00:53:59,904 - Train: 90.67% [1134250/1251000] [906.7/1000.0] [batch_t 0.420 (0.438)] [data_t 0.075] [optim_t 0.345] [lr 0.000093] [CE 3.883 (3.778)] [KD 1.661 (1.627)] +2024-10-21 00:54:21,874 - Train: 90.67% [1134300/1251000] [906.7/1000.0] [batch_t 0.510 (0.439)] [data_t 0.132] [optim_t 0.377] [lr 0.000093] [CE 3.936 (3.758)] [KD 1.722 (1.617)] +2024-10-21 00:54:43,815 - Train: 90.68% [1134350/1251000] [906.8/1000.0] [batch_t 0.460 (0.439)] [data_t 0.116] [optim_t 0.344] [lr 0.000093] [CE 3.937 (3.824)] [KD 1.677 (1.650)] +2024-10-21 00:55:05,223 - Train: 90.68% [1134400/1251000] [906.8/1000.0] [batch_t 0.363 (0.428)] [data_t 0.016] [optim_t 0.347] [lr 0.000093] [CE 4.111 (3.747)] [KD 1.976 (1.610)] +2024-10-21 00:55:26,628 - Train: 90.68% [1134450/1251000] [906.8/1000.0] [batch_t 0.441 (0.428)] [data_t 0.097] [optim_t 0.344] [lr 0.000093] [CE 3.465 (3.773)] [KD 1.558 (1.624)] +2024-10-21 00:55:48,065 - Train: 90.69% [1134500/1251000] [906.9/1000.0] [batch_t 0.361 (0.429)] [data_t 0.016] [optim_t 0.345] [lr 0.000093] [CE 3.779 (3.749)] [KD 1.618 (1.610)] +2024-10-21 00:56:09,691 - Train: 90.69% [1134550/1251000] [906.9/1000.0] [batch_t 0.386 (0.432)] [data_t 0.041] [optim_t 0.345] [lr 0.000093] [CE 3.520 (3.805)] [KD 1.510 (1.626)] +2024-10-21 00:56:31,212 - Train: 90.70% [1134600/1251000] [907.0/1000.0] [batch_t 0.482 (0.430)] [data_t 0.134] [optim_t 0.348] [lr 0.000093] [CE 3.480 (3.784)] [KD 1.485 (1.620)] +2024-10-21 00:56:51,933 - Train: 90.70% [1134650/1251000] [907.0/1000.0] [batch_t 0.357 (0.414)] [data_t 0.015] [optim_t 0.342] [lr 0.000093] [CE 3.866 (3.694)] [KD 1.660 (1.581)] +2024-10-21 00:57:15,644 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 41467] [top5_cnt 48194] [top_all 50000] +2024-10-21 00:57:15,645 - net: 82.934 (96.388) +2024-10-21 00:57:37,666 - Test (net_E): 100.00% [50/50] [batch_t 0.149 (0.432)] [top1_cnt 41671] [top5_cnt 48266] [top_all 50000] +2024-10-21 00:57:37,666 - net_E: 83.342 (96.532) +2024-10-21 00:57:37,816 - Max [top1: 83.024 (epoch: 906)] [top1-ema: 83.354 (epoch: 895)] +2024-10-21 00:57:37,817 - ==> Total time: 6 days, 1:15:46 Eta: 14:53:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 00:58:00,897 - Train: 90.70% [1134700/1251000] [907.0/1000.0] [batch_t 0.366 (0.503)] [data_t 0.015] [optim_t 0.350] [lr 0.000093] [CE 3.656 (3.752)] [KD 1.642 (1.616)] +2024-10-21 00:58:21,664 - Train: 90.71% [1134750/1251000] [907.1/1000.0] [batch_t 0.535 (0.415)] [data_t 0.016] [optim_t 0.519] [lr 0.000093] [CE 3.843 (3.774)] [KD 1.517 (1.624)] +2024-10-21 00:58:42,819 - Train: 90.71% [1134800/1251000] [907.1/1000.0] [batch_t 0.418 (0.423)] [data_t 0.016] [optim_t 0.402] [lr 0.000093] [CE 3.523 (3.808)] [KD 1.468 (1.630)] +2024-10-21 00:59:04,414 - Train: 90.72% [1134850/1251000] [907.2/1000.0] [batch_t 0.510 (0.432)] [data_t 0.165] [optim_t 0.345] [lr 0.000093] [CE 4.083 (3.751)] [KD 1.765 (1.611)] +2024-10-21 00:59:25,766 - Train: 90.72% [1134900/1251000] [907.2/1000.0] [batch_t 0.387 (0.427)] [data_t 0.041] [optim_t 0.346] [lr 0.000093] [CE 3.975 (3.769)] [KD 1.744 (1.621)] +2024-10-21 00:59:46,949 - Train: 90.72% [1134950/1251000] [907.2/1000.0] [batch_t 0.461 (0.424)] [data_t 0.015] [optim_t 0.446] [lr 0.000093] [CE 3.793 (3.661)] [KD 1.614 (1.576)] +2024-10-21 01:00:08,812 - Train: 90.73% [1135000/1251000] [907.3/1000.0] [batch_t 0.477 (0.437)] [data_t 0.015] [optim_t 0.461] [lr 0.000093] [CE 3.478 (3.833)] [KD 1.492 (1.640)] +2024-10-21 01:00:30,643 - Train: 90.73% [1135050/1251000] [907.3/1000.0] [batch_t 0.465 (0.436)] [data_t 0.016] [optim_t 0.449] [lr 0.000093] [CE 3.559 (3.725)] [KD 1.515 (1.590)] +2024-10-21 01:00:52,624 - Train: 90.74% [1135100/1251000] [907.4/1000.0] [batch_t 0.432 (0.439)] [data_t 0.016] [optim_t 0.417] [lr 0.000092] [CE 3.680 (3.778)] [KD 1.628 (1.630)] +2024-10-21 01:01:14,842 - Train: 90.74% [1135150/1251000] [907.4/1000.0] [batch_t 0.380 (0.444)] [data_t 0.015] [optim_t 0.364] [lr 0.000092] [CE 3.761 (3.688)] [KD 1.607 (1.597)] +2024-10-21 01:01:36,531 - Train: 90.74% [1135200/1251000] [907.4/1000.0] [batch_t 0.427 (0.434)] [data_t 0.016] [optim_t 0.411] [lr 0.000092] [CE 3.603 (3.735)] [KD 1.588 (1.612)] +2024-10-21 01:01:58,005 - Train: 90.75% [1135250/1251000] [907.5/1000.0] [batch_t 0.390 (0.429)] [data_t 0.015] [optim_t 0.374] [lr 0.000092] [CE 3.461 (3.670)] [KD 1.470 (1.563)] +2024-10-21 01:02:19,832 - Train: 90.75% [1135300/1251000] [907.5/1000.0] [batch_t 0.438 (0.436)] [data_t 0.016] [optim_t 0.423] [lr 0.000092] [CE 4.172 (3.784)] [KD 1.823 (1.626)] +2024-10-21 01:02:41,752 - Train: 90.76% [1135350/1251000] [907.6/1000.0] [batch_t 0.500 (0.438)] [data_t 0.016] [optim_t 0.484] [lr 0.000092] [CE 3.798 (3.727)] [KD 1.637 (1.596)] +2024-10-21 01:03:03,292 - Train: 90.76% [1135400/1251000] [907.6/1000.0] [batch_t 0.431 (0.431)] [data_t 0.015] [optim_t 0.416] [lr 0.000092] [CE 3.892 (3.721)] [KD 1.631 (1.601)] +2024-10-21 01:03:25,716 - Train: 90.76% [1135450/1251000] [907.6/1000.0] [batch_t 0.467 (0.448)] [data_t 0.015] [optim_t 0.452] [lr 0.000092] [CE 4.139 (3.754)] [KD 1.843 (1.621)] +2024-10-21 01:03:47,742 - Train: 90.77% [1135500/1251000] [907.7/1000.0] [batch_t 0.460 (0.440)] [data_t 0.015] [optim_t 0.445] [lr 0.000092] [CE 4.038 (3.750)] [KD 1.670 (1.619)] +2024-10-21 01:04:08,741 - Train: 90.77% [1135550/1251000] [907.7/1000.0] [batch_t 0.399 (0.420)] [data_t 0.015] [optim_t 0.384] [lr 0.000092] [CE 3.213 (3.736)] [KD 1.321 (1.605)] +2024-10-21 01:04:29,997 - Train: 90.78% [1135600/1251000] [907.8/1000.0] [batch_t 0.431 (0.425)] [data_t 0.015] [optim_t 0.416] [lr 0.000092] [CE 3.814 (3.785)] [KD 1.699 (1.640)] +2024-10-21 01:04:52,042 - Train: 90.78% [1135650/1251000] [907.8/1000.0] [batch_t 0.431 (0.441)] [data_t 0.015] [optim_t 0.416] [lr 0.000092] [CE 3.836 (3.766)] [KD 1.608 (1.631)] +2024-10-21 01:05:14,240 - Train: 90.78% [1135700/1251000] [907.8/1000.0] [batch_t 0.360 (0.444)] [data_t 0.016] [optim_t 0.344] [lr 0.000092] [CE 3.384 (3.772)] [KD 1.450 (1.629)] +2024-10-21 01:05:36,082 - Train: 90.79% [1135750/1251000] [907.9/1000.0] [batch_t 0.468 (0.437)] [data_t 0.016] [optim_t 0.453] [lr 0.000092] [CE 3.409 (3.753)] [KD 1.423 (1.613)] +2024-10-21 01:05:58,015 - Train: 90.79% [1135800/1251000] [907.9/1000.0] [batch_t 0.455 (0.439)] [data_t 0.016] [optim_t 0.440] [lr 0.000092] [CE 3.912 (3.747)] [KD 1.708 (1.621)] +2024-10-21 01:06:20,354 - Train: 90.80% [1135850/1251000] [908.0/1000.0] [batch_t 0.410 (0.447)] [data_t 0.015] [optim_t 0.394] [lr 0.000092] [CE 3.985 (3.720)] [KD 1.703 (1.605)] +2024-10-21 01:06:42,409 - Train: 90.80% [1135900/1251000] [908.0/1000.0] [batch_t 0.366 (0.441)] [data_t 0.015] [optim_t 0.351] [lr 0.000092] [CE 3.869 (3.743)] [KD 1.669 (1.617)] +2024-10-21 01:07:07,429 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.435)] [top1_cnt 41522] [top5_cnt 48196] [top_all 50000] +2024-10-21 01:07:07,430 - net: 83.044 (96.392) +2024-10-21 01:07:29,221 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41656] [top5_cnt 48270] [top_all 50000] +2024-10-21 01:07:29,221 - net_E: 83.312 (96.540) +2024-10-21 01:07:29,372 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.354 (epoch: 895)] +2024-10-21 01:07:29,372 - ==> Total time: 6 days, 1:25:37 Eta: 14:44:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 01:07:52,843 - Train: 90.80% [1135950/1251000] [908.0/1000.0] [batch_t 0.465 (0.457)] [data_t 0.122] [optim_t 0.343] [lr 0.000092] [CE 3.708 (3.799)] [KD 1.546 (1.632)] +2024-10-21 01:08:16,482 - Train: 90.81% [1136000/1251000] [908.1/1000.0] [batch_t 0.369 (0.473)] [data_t 0.015] [optim_t 0.354] [lr 0.000091] [CE 4.202 (3.724)] [KD 1.815 (1.586)] +2024-10-21 01:08:37,977 - Train: 90.81% [1136050/1251000] [908.1/1000.0] [batch_t 0.480 (0.430)] [data_t 0.136] [optim_t 0.344] [lr 0.000091] [CE 3.461 (3.728)] [KD 1.441 (1.602)] +2024-10-21 01:08:59,703 - Train: 90.82% [1136100/1251000] [908.2/1000.0] [batch_t 0.360 (0.434)] [data_t 0.015] [optim_t 0.345] [lr 0.000091] [CE 3.831 (3.707)] [KD 1.592 (1.595)] +2024-10-21 01:09:21,463 - Train: 90.82% [1136150/1251000] [908.2/1000.0] [batch_t 0.524 (0.435)] [data_t 0.183] [optim_t 0.341] [lr 0.000091] [CE 4.264 (3.771)] [KD 1.908 (1.623)] +2024-10-21 01:09:42,764 - Train: 90.82% [1136200/1251000] [908.2/1000.0] [batch_t 0.490 (0.426)] [data_t 0.145] [optim_t 0.345] [lr 0.000091] [CE 3.640 (3.786)] [KD 1.518 (1.628)] +2024-10-21 01:10:04,005 - Train: 90.83% [1136250/1251000] [908.3/1000.0] [batch_t 0.416 (0.425)] [data_t 0.075] [optim_t 0.341] [lr 0.000091] [CE 3.454 (3.743)] [KD 1.492 (1.606)] +2024-10-21 01:10:25,421 - Train: 90.83% [1136300/1251000] [908.3/1000.0] [batch_t 0.411 (0.428)] [data_t 0.015] [optim_t 0.395] [lr 0.000091] [CE 3.824 (3.731)] [KD 1.580 (1.611)] +2024-10-21 01:10:47,496 - Train: 90.84% [1136350/1251000] [908.4/1000.0] [batch_t 0.469 (0.441)] [data_t 0.015] [optim_t 0.454] [lr 0.000091] [CE 4.108 (3.759)] [KD 1.647 (1.609)] +2024-10-21 01:11:09,225 - Train: 90.84% [1136400/1251000] [908.4/1000.0] [batch_t 0.426 (0.434)] [data_t 0.015] [optim_t 0.411] [lr 0.000091] [CE 3.398 (3.738)] [KD 1.361 (1.622)] +2024-10-21 01:11:31,196 - Train: 90.84% [1136450/1251000] [908.4/1000.0] [batch_t 0.386 (0.439)] [data_t 0.016] [optim_t 0.370] [lr 0.000091] [CE 3.552 (3.724)] [KD 1.614 (1.618)] +2024-10-21 01:11:53,347 - Train: 90.85% [1136500/1251000] [908.5/1000.0] [batch_t 0.368 (0.443)] [data_t 0.016] [optim_t 0.352] [lr 0.000091] [CE 3.561 (3.687)] [KD 1.499 (1.590)] +2024-10-21 01:12:15,214 - Train: 90.85% [1136550/1251000] [908.5/1000.0] [batch_t 0.432 (0.437)] [data_t 0.015] [optim_t 0.416] [lr 0.000091] [CE 3.875 (3.716)] [KD 1.712 (1.590)] +2024-10-21 01:12:36,682 - Train: 90.86% [1136600/1251000] [908.6/1000.0] [batch_t 0.395 (0.429)] [data_t 0.015] [optim_t 0.380] [lr 0.000091] [CE 3.458 (3.710)] [KD 1.443 (1.587)] +2024-10-21 01:12:58,351 - Train: 90.86% [1136650/1251000] [908.6/1000.0] [batch_t 0.462 (0.433)] [data_t 0.015] [optim_t 0.447] [lr 0.000091] [CE 4.041 (3.742)] [KD 1.770 (1.619)] +2024-10-21 01:13:20,371 - Train: 90.86% [1136700/1251000] [908.6/1000.0] [batch_t 0.360 (0.440)] [data_t 0.015] [optim_t 0.344] [lr 0.000091] [CE 3.840 (3.741)] [KD 1.675 (1.630)] +2024-10-21 01:13:42,846 - Train: 90.87% [1136750/1251000] [908.7/1000.0] [batch_t 0.501 (0.449)] [data_t 0.157] [optim_t 0.343] [lr 0.000091] [CE 3.955 (3.803)] [KD 1.831 (1.641)] +2024-10-21 01:14:04,823 - Train: 90.87% [1136800/1251000] [908.7/1000.0] [batch_t 0.391 (0.439)] [data_t 0.047] [optim_t 0.344] [lr 0.000091] [CE 3.105 (3.735)] [KD 1.324 (1.592)] +2024-10-21 01:14:27,523 - Train: 90.88% [1136850/1251000] [908.8/1000.0] [batch_t 0.457 (0.454)] [data_t 0.016] [optim_t 0.442] [lr 0.000091] [CE 4.004 (3.729)] [KD 1.758 (1.592)] +2024-10-21 01:14:50,653 - Train: 90.88% [1136900/1251000] [908.8/1000.0] [batch_t 0.487 (0.462)] [data_t 0.015] [optim_t 0.471] [lr 0.000091] [CE 3.076 (3.744)] [KD 1.241 (1.606)] +2024-10-21 01:15:12,169 - Train: 90.88% [1136950/1251000] [908.8/1000.0] [batch_t 0.443 (0.430)] [data_t 0.016] [optim_t 0.428] [lr 0.000090] [CE 3.757 (3.694)] [KD 1.711 (1.574)] +2024-10-21 01:15:34,816 - Train: 90.89% [1137000/1251000] [908.9/1000.0] [batch_t 0.468 (0.453)] [data_t 0.016] [optim_t 0.452] [lr 0.000090] [CE 3.716 (3.781)] [KD 1.539 (1.631)] +2024-10-21 01:15:58,158 - Train: 90.89% [1137050/1251000] [908.9/1000.0] [batch_t 0.440 (0.467)] [data_t 0.015] [optim_t 0.425] [lr 0.000090] [CE 3.666 (3.736)] [KD 1.610 (1.603)] +2024-10-21 01:16:21,534 - Train: 90.90% [1137100/1251000] [909.0/1000.0] [batch_t 0.501 (0.467)] [data_t 0.015] [optim_t 0.485] [lr 0.000090] [CE 3.800 (3.741)] [KD 1.632 (1.603)] +2024-10-21 01:16:43,935 - Train: 90.90% [1137150/1251000] [909.0/1000.0] [batch_t 0.362 (0.448)] [data_t 0.015] [optim_t 0.346] [lr 0.000090] [CE 3.758 (3.734)] [KD 1.535 (1.594)] +2024-10-21 01:17:09,038 - Test (net): 100.00% [50/50] [batch_t 0.139 (0.434)] [top1_cnt 41433] [top5_cnt 48180] [top_all 50000] +2024-10-21 01:17:09,039 - net: 82.866 (96.360) +2024-10-21 01:17:30,750 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41661] [top5_cnt 48268] [top_all 50000] +2024-10-21 01:17:30,751 - net_E: 83.322 (96.536) +2024-10-21 01:17:30,922 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.354 (epoch: 895)] +2024-10-21 01:17:30,923 - ==> Total time: 6 days, 1:35:39 Eta: 14:34:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 01:17:52,736 - Train: 90.90% [1137200/1251000] [909.0/1000.0] [batch_t 0.361 (0.493)] [data_t 0.016] [optim_t 0.345] [lr 0.000090] [CE 3.732 (3.701)] [KD 1.606 (1.597)] +2024-10-21 01:18:14,361 - Train: 90.91% [1137250/1251000] [909.1/1000.0] [batch_t 0.385 (0.432)] [data_t 0.015] [optim_t 0.370] [lr 0.000090] [CE 3.890 (3.709)] [KD 1.624 (1.594)] +2024-10-21 01:18:36,020 - Train: 90.91% [1137300/1251000] [909.1/1000.0] [batch_t 0.461 (0.433)] [data_t 0.015] [optim_t 0.446] [lr 0.000090] [CE 3.897 (3.719)] [KD 1.611 (1.589)] +2024-10-21 01:18:58,465 - Train: 90.92% [1137350/1251000] [909.2/1000.0] [batch_t 0.534 (0.449)] [data_t 0.015] [optim_t 0.518] [lr 0.000090] [CE 4.209 (3.681)] [KD 1.761 (1.566)] +2024-10-21 01:19:20,737 - Train: 90.92% [1137400/1251000] [909.2/1000.0] [batch_t 0.416 (0.445)] [data_t 0.015] [optim_t 0.400] [lr 0.000090] [CE 3.765 (3.725)] [KD 1.540 (1.592)] +2024-10-21 01:19:43,163 - Train: 90.92% [1137450/1251000] [909.2/1000.0] [batch_t 0.481 (0.448)] [data_t 0.015] [optim_t 0.466] [lr 0.000090] [CE 4.228 (3.754)] [KD 1.809 (1.593)] +2024-10-21 01:20:05,097 - Train: 90.93% [1137500/1251000] [909.3/1000.0] [batch_t 0.375 (0.439)] [data_t 0.015] [optim_t 0.360] [lr 0.000090] [CE 3.524 (3.738)] [KD 1.463 (1.597)] +2024-10-21 01:20:26,805 - Train: 90.93% [1137550/1251000] [909.3/1000.0] [batch_t 0.476 (0.434)] [data_t 0.015] [optim_t 0.461] [lr 0.000090] [CE 4.277 (3.775)] [KD 1.790 (1.611)] +2024-10-21 01:20:48,838 - Train: 90.94% [1137600/1251000] [909.4/1000.0] [batch_t 0.474 (0.441)] [data_t 0.015] [optim_t 0.459] [lr 0.000090] [CE 3.632 (3.830)] [KD 1.461 (1.653)] +2024-10-21 01:21:10,158 - Train: 90.94% [1137650/1251000] [909.4/1000.0] [batch_t 0.419 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.000090] [CE 3.348 (3.784)] [KD 1.452 (1.620)] +2024-10-21 01:21:31,241 - Train: 90.94% [1137700/1251000] [909.4/1000.0] [batch_t 0.404 (0.422)] [data_t 0.015] [optim_t 0.388] [lr 0.000090] [CE 4.209 (3.758)] [KD 1.899 (1.615)] +2024-10-21 01:21:52,610 - Train: 90.95% [1137750/1251000] [909.5/1000.0] [batch_t 0.410 (0.427)] [data_t 0.016] [optim_t 0.394] [lr 0.000090] [CE 3.924 (3.809)] [KD 1.732 (1.647)] +2024-10-21 01:22:13,821 - Train: 90.95% [1137800/1251000] [909.5/1000.0] [batch_t 0.395 (0.424)] [data_t 0.015] [optim_t 0.380] [lr 0.000090] [CE 3.954 (3.778)] [KD 1.595 (1.626)] +2024-10-21 01:22:35,172 - Train: 90.96% [1137850/1251000] [909.6/1000.0] [batch_t 0.413 (0.427)] [data_t 0.016] [optim_t 0.397] [lr 0.000090] [CE 3.867 (3.721)] [KD 1.585 (1.597)] +2024-10-21 01:22:56,425 - Train: 90.96% [1137900/1251000] [909.6/1000.0] [batch_t 0.400 (0.425)] [data_t 0.015] [optim_t 0.385] [lr 0.000089] [CE 4.042 (3.713)] [KD 1.668 (1.582)] +2024-10-21 01:23:17,833 - Train: 90.96% [1137950/1251000] [909.6/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.347] [lr 0.000089] [CE 3.791 (3.719)] [KD 1.621 (1.597)] +2024-10-21 01:23:39,794 - Train: 90.97% [1138000/1251000] [909.7/1000.0] [batch_t 0.362 (0.439)] [data_t 0.016] [optim_t 0.346] [lr 0.000089] [CE 4.205 (3.802)] [KD 2.044 (1.647)] +2024-10-21 01:24:01,500 - Train: 90.97% [1138050/1251000] [909.7/1000.0] [batch_t 0.470 (0.434)] [data_t 0.015] [optim_t 0.455] [lr 0.000089] [CE 4.292 (3.746)] [KD 1.844 (1.612)] +2024-10-21 01:24:23,810 - Train: 90.98% [1138100/1251000] [909.8/1000.0] [batch_t 0.366 (0.446)] [data_t 0.015] [optim_t 0.351] [lr 0.000089] [CE 3.959 (3.715)] [KD 1.691 (1.620)] +2024-10-21 01:24:45,163 - Train: 90.98% [1138150/1251000] [909.8/1000.0] [batch_t 0.406 (0.427)] [data_t 0.015] [optim_t 0.390] [lr 0.000089] [CE 3.628 (3.736)] [KD 1.533 (1.592)] +2024-10-21 01:25:07,060 - Train: 90.98% [1138200/1251000] [909.8/1000.0] [batch_t 0.462 (0.438)] [data_t 0.015] [optim_t 0.447] [lr 0.000089] [CE 3.692 (3.725)] [KD 1.596 (1.611)] +2024-10-21 01:25:28,623 - Train: 90.99% [1138250/1251000] [909.9/1000.0] [batch_t 0.371 (0.431)] [data_t 0.015] [optim_t 0.356] [lr 0.000089] [CE 3.678 (3.741)] [KD 1.549 (1.600)] +2024-10-21 01:25:50,578 - Train: 90.99% [1138300/1251000] [909.9/1000.0] [batch_t 0.362 (0.439)] [data_t 0.015] [optim_t 0.347] [lr 0.000089] [CE 3.760 (3.715)] [KD 1.602 (1.596)] +2024-10-21 01:26:11,608 - Train: 91.00% [1138350/1251000] [910.0/1000.0] [batch_t 0.446 (0.420)] [data_t 0.015] [optim_t 0.431] [lr 0.000089] [CE 3.562 (3.758)] [KD 1.561 (1.626)] +2024-10-21 01:26:33,121 - Train: 91.00% [1138400/1251000] [910.0/1000.0] [batch_t 0.364 (0.430)] [data_t 0.015] [optim_t 0.349] [lr 0.000089] [CE 3.983 (3.666)] [KD 1.610 (1.568)] +2024-10-21 01:26:59,815 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.457)] [top1_cnt 41438] [top5_cnt 48193] [top_all 50000] +2024-10-21 01:26:59,815 - net: 82.876 (96.386) +2024-10-21 01:27:21,471 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41676] [top5_cnt 48255] [top_all 50000] +2024-10-21 01:27:21,471 - net_E: 83.352 (96.510) +2024-10-21 01:27:21,634 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.354 (epoch: 895)] +2024-10-21 01:27:21,634 - ==> Total time: 6 days, 1:45:30 Eta: 14:24:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 01:27:43,525 - Train: 91.00% [1138450/1251000] [910.0/1000.0] [batch_t 0.368 (0.511)] [data_t 0.015] [optim_t 0.353] [lr 0.000089] [CE 3.940 (3.773)] [KD 1.620 (1.619)] +2024-10-21 01:28:05,279 - Train: 91.01% [1138500/1251000] [910.1/1000.0] [batch_t 0.528 (0.435)] [data_t 0.015] [optim_t 0.513] [lr 0.000089] [CE 3.873 (3.739)] [KD 1.681 (1.604)] +2024-10-21 01:28:27,552 - Train: 91.01% [1138550/1251000] [910.1/1000.0] [batch_t 0.599 (0.445)] [data_t 0.015] [optim_t 0.583] [lr 0.000089] [CE 3.787 (3.819)] [KD 1.704 (1.644)] +2024-10-21 01:28:49,658 - Train: 91.02% [1138600/1251000] [910.2/1000.0] [batch_t 0.428 (0.442)] [data_t 0.015] [optim_t 0.413] [lr 0.000089] [CE 3.904 (3.806)] [KD 1.817 (1.635)] +2024-10-21 01:29:11,399 - Train: 91.02% [1138650/1251000] [910.2/1000.0] [batch_t 0.363 (0.435)] [data_t 0.015] [optim_t 0.348] [lr 0.000089] [CE 3.776 (3.789)] [KD 1.770 (1.637)] +2024-10-21 01:29:32,745 - Train: 91.02% [1138700/1251000] [910.2/1000.0] [batch_t 0.450 (0.427)] [data_t 0.015] [optim_t 0.435] [lr 0.000089] [CE 3.782 (3.750)] [KD 1.648 (1.605)] +2024-10-21 01:29:55,015 - Train: 91.03% [1138750/1251000] [910.3/1000.0] [batch_t 0.381 (0.445)] [data_t 0.016] [optim_t 0.365] [lr 0.000089] [CE 3.707 (3.719)] [KD 1.600 (1.592)] +2024-10-21 01:30:17,063 - Train: 91.03% [1138800/1251000] [910.3/1000.0] [batch_t 0.450 (0.441)] [data_t 0.015] [optim_t 0.434] [lr 0.000089] [CE 4.255 (3.724)] [KD 1.826 (1.595)] +2024-10-21 01:30:39,182 - Train: 91.04% [1138850/1251000] [910.4/1000.0] [batch_t 0.542 (0.442)] [data_t 0.015] [optim_t 0.527] [lr 0.000089] [CE 4.161 (3.784)] [KD 1.887 (1.629)] +2024-10-21 01:31:00,911 - Train: 91.04% [1138900/1251000] [910.4/1000.0] [batch_t 0.426 (0.434)] [data_t 0.015] [optim_t 0.410] [lr 0.000088] [CE 4.084 (3.696)] [KD 1.829 (1.579)] +2024-10-21 01:31:22,714 - Train: 91.04% [1138950/1251000] [910.4/1000.0] [batch_t 0.489 (0.436)] [data_t 0.016] [optim_t 0.474] [lr 0.000088] [CE 3.709 (3.749)] [KD 1.504 (1.603)] +2024-10-21 01:31:44,438 - Train: 91.05% [1139000/1251000] [910.5/1000.0] [batch_t 0.426 (0.434)] [data_t 0.015] [optim_t 0.411] [lr 0.000088] [CE 3.466 (3.790)] [KD 1.439 (1.617)] +2024-10-21 01:32:05,652 - Train: 91.05% [1139050/1251000] [910.5/1000.0] [batch_t 0.465 (0.424)] [data_t 0.015] [optim_t 0.449] [lr 0.000088] [CE 3.937 (3.736)] [KD 1.697 (1.597)] +2024-10-21 01:32:27,250 - Train: 91.06% [1139100/1251000] [910.6/1000.0] [batch_t 0.425 (0.432)] [data_t 0.016] [optim_t 0.409] [lr 0.000088] [CE 3.996 (3.764)] [KD 1.575 (1.616)] +2024-10-21 01:32:48,845 - Train: 91.06% [1139150/1251000] [910.6/1000.0] [batch_t 0.489 (0.432)] [data_t 0.015] [optim_t 0.474] [lr 0.000088] [CE 4.154 (3.729)] [KD 1.963 (1.602)] +2024-10-21 01:33:11,350 - Train: 91.06% [1139200/1251000] [910.6/1000.0] [batch_t 0.485 (0.450)] [data_t 0.015] [optim_t 0.470] [lr 0.000088] [CE 4.235 (3.779)] [KD 1.860 (1.637)] +2024-10-21 01:33:33,651 - Train: 91.07% [1139250/1251000] [910.7/1000.0] [batch_t 0.433 (0.446)] [data_t 0.015] [optim_t 0.417] [lr 0.000088] [CE 4.112 (3.783)] [KD 1.738 (1.626)] +2024-10-21 01:33:56,507 - Train: 91.07% [1139300/1251000] [910.7/1000.0] [batch_t 0.444 (0.457)] [data_t 0.015] [optim_t 0.429] [lr 0.000088] [CE 3.925 (3.720)] [KD 1.689 (1.586)] +2024-10-21 01:34:19,227 - Train: 91.08% [1139350/1251000] [910.8/1000.0] [batch_t 0.429 (0.454)] [data_t 0.015] [optim_t 0.414] [lr 0.000088] [CE 3.885 (3.710)] [KD 1.618 (1.571)] +2024-10-21 01:34:42,151 - Train: 91.08% [1139400/1251000] [910.8/1000.0] [batch_t 0.487 (0.458)] [data_t 0.016] [optim_t 0.471] [lr 0.000088] [CE 4.003 (3.735)] [KD 1.675 (1.596)] +2024-10-21 01:35:04,957 - Train: 91.08% [1139450/1251000] [910.8/1000.0] [batch_t 0.460 (0.456)] [data_t 0.015] [optim_t 0.444] [lr 0.000088] [CE 3.625 (3.742)] [KD 1.485 (1.613)] +2024-10-21 01:35:27,646 - Train: 91.09% [1139500/1251000] [910.9/1000.0] [batch_t 0.425 (0.454)] [data_t 0.015] [optim_t 0.409] [lr 0.000088] [CE 3.436 (3.695)] [KD 1.437 (1.559)] +2024-10-21 01:35:50,470 - Train: 91.09% [1139550/1251000] [910.9/1000.0] [batch_t 0.473 (0.456)] [data_t 0.015] [optim_t 0.458] [lr 0.000088] [CE 3.691 (3.785)] [KD 1.526 (1.632)] +2024-10-21 01:36:13,447 - Train: 91.10% [1139600/1251000] [911.0/1000.0] [batch_t 0.361 (0.459)] [data_t 0.015] [optim_t 0.346] [lr 0.000088] [CE 3.643 (3.681)] [KD 1.548 (1.576)] +2024-10-21 01:36:35,246 - Train: 91.10% [1139650/1251000] [911.0/1000.0] [batch_t 0.357 (0.436)] [data_t 0.015] [optim_t 0.342] [lr 0.000088] [CE 3.513 (3.715)] [KD 1.514 (1.592)] +2024-10-21 01:37:00,736 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41502] [top5_cnt 48197] [top_all 50000] +2024-10-21 01:37:00,737 - net: 83.004 (96.394) +2024-10-21 01:37:22,008 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.418)] [top1_cnt 41670] [top5_cnt 48266] [top_all 50000] +2024-10-21 01:37:22,009 - net_E: 83.340 (96.532) +2024-10-21 01:37:22,216 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.354 (epoch: 895)] +2024-10-21 01:37:22,217 - ==> Total time: 6 days, 1:55:30 Eta: 14:15:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 01:37:42,980 - Train: 91.10% [1139700/1251000] [911.0/1000.0] [batch_t 0.360 (0.496)] [data_t 0.016] [optim_t 0.344] [lr 0.000088] [CE 4.003 (3.811)] [KD 1.657 (1.643)] +2024-10-21 01:38:05,193 - Train: 91.11% [1139750/1251000] [911.1/1000.0] [batch_t 0.416 (0.444)] [data_t 0.016] [optim_t 0.400] [lr 0.000088] [CE 3.806 (3.706)] [KD 1.604 (1.586)] +2024-10-21 01:38:28,117 - Train: 91.11% [1139800/1251000] [911.1/1000.0] [batch_t 0.483 (0.458)] [data_t 0.016] [optim_t 0.467] [lr 0.000088] [CE 4.045 (3.741)] [KD 1.791 (1.599)] +2024-10-21 01:38:50,041 - Train: 91.12% [1139850/1251000] [911.2/1000.0] [batch_t 0.430 (0.438)] [data_t 0.016] [optim_t 0.415] [lr 0.000087] [CE 3.692 (3.753)] [KD 1.632 (1.615)] +2024-10-21 01:39:12,103 - Train: 91.12% [1139900/1251000] [911.2/1000.0] [batch_t 0.399 (0.441)] [data_t 0.016] [optim_t 0.383] [lr 0.000087] [CE 3.523 (3.746)] [KD 1.397 (1.608)] +2024-10-21 01:39:35,043 - Train: 91.12% [1139950/1251000] [911.2/1000.0] [batch_t 0.519 (0.459)] [data_t 0.015] [optim_t 0.503] [lr 0.000087] [CE 3.796 (3.725)] [KD 1.576 (1.606)] +2024-10-21 01:39:57,493 - Train: 91.13% [1140000/1251000] [911.3/1000.0] [batch_t 0.386 (0.449)] [data_t 0.016] [optim_t 0.371] [lr 0.000087] [CE 3.956 (3.777)] [KD 1.682 (1.620)] +2024-10-21 01:40:19,308 - Train: 91.13% [1140050/1251000] [911.3/1000.0] [batch_t 0.366 (0.436)] [data_t 0.015] [optim_t 0.351] [lr 0.000087] [CE 4.218 (3.676)] [KD 1.852 (1.569)] +2024-10-21 01:40:40,849 - Train: 91.14% [1140100/1251000] [911.4/1000.0] [batch_t 0.471 (0.431)] [data_t 0.015] [optim_t 0.456] [lr 0.000087] [CE 4.179 (3.819)] [KD 1.759 (1.652)] +2024-10-21 01:41:02,377 - Train: 91.14% [1140150/1251000] [911.4/1000.0] [batch_t 0.429 (0.430)] [data_t 0.015] [optim_t 0.414] [lr 0.000087] [CE 3.275 (3.723)] [KD 1.371 (1.592)] +2024-10-21 01:41:23,561 - Train: 91.14% [1140200/1251000] [911.4/1000.0] [batch_t 0.452 (0.424)] [data_t 0.015] [optim_t 0.436] [lr 0.000087] [CE 3.948 (3.701)] [KD 1.749 (1.589)] +2024-10-21 01:41:45,192 - Train: 91.15% [1140250/1251000] [911.5/1000.0] [batch_t 0.465 (0.432)] [data_t 0.016] [optim_t 0.450] [lr 0.000087] [CE 4.038 (3.680)] [KD 1.750 (1.575)] +2024-10-21 01:42:07,335 - Train: 91.15% [1140300/1251000] [911.5/1000.0] [batch_t 0.457 (0.443)] [data_t 0.015] [optim_t 0.441] [lr 0.000087] [CE 3.671 (3.673)] [KD 1.659 (1.555)] +2024-10-21 01:42:29,779 - Train: 91.16% [1140350/1251000] [911.6/1000.0] [batch_t 0.471 (0.449)] [data_t 0.015] [optim_t 0.456] [lr 0.000087] [CE 3.448 (3.718)] [KD 1.447 (1.585)] +2024-10-21 01:42:52,117 - Train: 91.16% [1140400/1251000] [911.6/1000.0] [batch_t 0.430 (0.447)] [data_t 0.015] [optim_t 0.415] [lr 0.000087] [CE 3.574 (3.698)] [KD 1.495 (1.586)] +2024-10-21 01:43:13,895 - Train: 91.16% [1140450/1251000] [911.6/1000.0] [batch_t 0.418 (0.435)] [data_t 0.015] [optim_t 0.403] [lr 0.000087] [CE 3.696 (3.739)] [KD 1.563 (1.608)] +2024-10-21 01:43:35,621 - Train: 91.17% [1140500/1251000] [911.7/1000.0] [batch_t 0.487 (0.434)] [data_t 0.015] [optim_t 0.472] [lr 0.000087] [CE 4.168 (3.799)] [KD 1.835 (1.645)] +2024-10-21 01:43:57,897 - Train: 91.17% [1140550/1251000] [911.7/1000.0] [batch_t 0.477 (0.445)] [data_t 0.016] [optim_t 0.462] [lr 0.000087] [CE 3.863 (3.770)] [KD 1.658 (1.604)] +2024-10-21 01:44:19,619 - Train: 91.18% [1140600/1251000] [911.8/1000.0] [batch_t 0.435 (0.434)] [data_t 0.016] [optim_t 0.420] [lr 0.000087] [CE 3.754 (3.738)] [KD 1.611 (1.597)] +2024-10-21 01:44:41,626 - Train: 91.18% [1140650/1251000] [911.8/1000.0] [batch_t 0.436 (0.440)] [data_t 0.016] [optim_t 0.420] [lr 0.000087] [CE 3.728 (3.685)] [KD 1.603 (1.571)] +2024-10-21 01:45:03,849 - Train: 91.18% [1140700/1251000] [911.8/1000.0] [batch_t 0.451 (0.444)] [data_t 0.016] [optim_t 0.435] [lr 0.000087] [CE 3.443 (3.715)] [KD 1.463 (1.593)] +2024-10-21 01:45:25,618 - Train: 91.19% [1140750/1251000] [911.9/1000.0] [batch_t 0.400 (0.435)] [data_t 0.015] [optim_t 0.384] [lr 0.000087] [CE 3.747 (3.743)] [KD 1.530 (1.588)] +2024-10-21 01:45:47,043 - Train: 91.19% [1140800/1251000] [911.9/1000.0] [batch_t 0.398 (0.428)] [data_t 0.016] [optim_t 0.382] [lr 0.000087] [CE 4.142 (3.700)] [KD 1.835 (1.583)] +2024-10-21 01:46:09,103 - Train: 91.20% [1140850/1251000] [912.0/1000.0] [batch_t 0.436 (0.441)] [data_t 0.016] [optim_t 0.421] [lr 0.000086] [CE 3.748 (3.738)] [KD 1.660 (1.608)] +2024-10-21 01:46:31,234 - Train: 91.20% [1140900/1251000] [912.0/1000.0] [batch_t 0.358 (0.442)] [data_t 0.015] [optim_t 0.343] [lr 0.000086] [CE 4.068 (3.722)] [KD 1.792 (1.587)] +2024-10-21 01:46:57,742 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41461] [top5_cnt 48176] [top_all 50000] +2024-10-21 01:46:57,742 - net: 82.922 (96.352) +2024-10-21 01:47:20,879 - Test (net_E): 100.00% [50/50] [batch_t 0.162 (0.454)] [top1_cnt 41692] [top5_cnt 48275] [top_all 50000] +2024-10-21 01:47:20,880 - net_E: 83.384 (96.550) +2024-10-21 01:47:21,043 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.384 (epoch: 912)] +2024-10-21 01:47:21,043 - ==> Total time: 6 days, 2:05:29 Eta: 14:05:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 01:47:44,027 - Train: 91.20% [1140950/1251000] [912.0/1000.0] [batch_t 0.493 (0.481)] [data_t 0.015] [optim_t 0.477] [lr 0.000086] [CE 3.811 (3.667)] [KD 1.714 (1.587)] +2024-10-21 01:48:06,562 - Train: 91.21% [1141000/1251000] [912.1/1000.0] [batch_t 0.448 (0.451)] [data_t 0.016] [optim_t 0.433] [lr 0.000086] [CE 3.761 (3.761)] [KD 1.675 (1.614)] +2024-10-21 01:48:29,025 - Train: 91.21% [1141050/1251000] [912.1/1000.0] [batch_t 0.405 (0.449)] [data_t 0.016] [optim_t 0.389] [lr 0.000086] [CE 3.867 (3.719)] [KD 1.644 (1.595)] +2024-10-21 01:48:51,168 - Train: 91.22% [1141100/1251000] [912.2/1000.0] [batch_t 0.450 (0.443)] [data_t 0.015] [optim_t 0.435] [lr 0.000086] [CE 3.756 (3.743)] [KD 1.706 (1.610)] +2024-10-21 01:49:13,358 - Train: 91.22% [1141150/1251000] [912.2/1000.0] [batch_t 0.636 (0.444)] [data_t 0.015] [optim_t 0.620] [lr 0.000086] [CE 3.808 (3.717)] [KD 1.640 (1.596)] +2024-10-21 01:49:35,077 - Train: 91.22% [1141200/1251000] [912.2/1000.0] [batch_t 0.394 (0.434)] [data_t 0.015] [optim_t 0.379] [lr 0.000086] [CE 3.706 (3.756)] [KD 1.518 (1.619)] +2024-10-21 01:49:56,281 - Train: 91.23% [1141250/1251000] [912.3/1000.0] [batch_t 0.422 (0.424)] [data_t 0.015] [optim_t 0.407] [lr 0.000086] [CE 3.424 (3.733)] [KD 1.326 (1.603)] +2024-10-21 01:50:18,027 - Train: 91.23% [1141300/1251000] [912.3/1000.0] [batch_t 0.418 (0.435)] [data_t 0.016] [optim_t 0.403] [lr 0.000086] [CE 3.896 (3.770)] [KD 1.788 (1.603)] +2024-10-21 01:50:39,560 - Train: 91.24% [1141350/1251000] [912.4/1000.0] [batch_t 0.417 (0.431)] [data_t 0.016] [optim_t 0.402] [lr 0.000086] [CE 3.469 (3.749)] [KD 1.472 (1.598)] +2024-10-21 01:51:01,469 - Train: 91.24% [1141400/1251000] [912.4/1000.0] [batch_t 0.448 (0.438)] [data_t 0.015] [optim_t 0.432] [lr 0.000086] [CE 3.266 (3.733)] [KD 1.353 (1.596)] +2024-10-21 01:51:23,073 - Train: 91.24% [1141450/1251000] [912.4/1000.0] [batch_t 0.548 (0.432)] [data_t 0.015] [optim_t 0.533] [lr 0.000086] [CE 3.734 (3.706)] [KD 1.540 (1.560)] +2024-10-21 01:51:44,115 - Train: 91.25% [1141500/1251000] [912.5/1000.0] [batch_t 0.403 (0.421)] [data_t 0.016] [optim_t 0.388] [lr 0.000086] [CE 3.572 (3.716)] [KD 1.513 (1.594)] +2024-10-21 01:52:05,176 - Train: 91.25% [1141550/1251000] [912.5/1000.0] [batch_t 0.381 (0.421)] [data_t 0.015] [optim_t 0.366] [lr 0.000086] [CE 3.512 (3.790)] [KD 1.444 (1.632)] +2024-10-21 01:52:26,230 - Train: 91.25% [1141600/1251000] [912.5/1000.0] [batch_t 0.407 (0.421)] [data_t 0.015] [optim_t 0.392] [lr 0.000086] [CE 3.640 (3.739)] [KD 1.519 (1.598)] +2024-10-21 01:52:47,884 - Train: 91.26% [1141650/1251000] [912.6/1000.0] [batch_t 0.390 (0.433)] [data_t 0.016] [optim_t 0.374] [lr 0.000086] [CE 3.266 (3.723)] [KD 1.345 (1.598)] +2024-10-21 01:53:09,802 - Train: 91.26% [1141700/1251000] [912.6/1000.0] [batch_t 0.407 (0.438)] [data_t 0.016] [optim_t 0.391] [lr 0.000086] [CE 3.740 (3.745)] [KD 1.401 (1.593)] +2024-10-21 01:53:31,656 - Train: 91.27% [1141750/1251000] [912.7/1000.0] [batch_t 0.460 (0.437)] [data_t 0.015] [optim_t 0.444] [lr 0.000086] [CE 3.489 (3.760)] [KD 1.484 (1.600)] +2024-10-21 01:53:53,251 - Train: 91.27% [1141800/1251000] [912.7/1000.0] [batch_t 0.517 (0.432)] [data_t 0.015] [optim_t 0.502] [lr 0.000085] [CE 3.901 (3.787)] [KD 1.520 (1.606)] +2024-10-21 01:54:15,064 - Train: 91.27% [1141850/1251000] [912.7/1000.0] [batch_t 0.421 (0.436)] [data_t 0.015] [optim_t 0.406] [lr 0.000085] [CE 3.723 (3.725)] [KD 1.590 (1.603)] +2024-10-21 01:54:36,803 - Train: 91.28% [1141900/1251000] [912.8/1000.0] [batch_t 0.365 (0.435)] [data_t 0.015] [optim_t 0.350] [lr 0.000085] [CE 3.744 (3.787)] [KD 1.599 (1.619)] +2024-10-21 01:54:58,287 - Train: 91.28% [1141950/1251000] [912.8/1000.0] [batch_t 0.362 (0.430)] [data_t 0.015] [optim_t 0.347] [lr 0.000085] [CE 3.733 (3.754)] [KD 1.502 (1.600)] +2024-10-21 01:55:19,853 - Train: 91.29% [1142000/1251000] [912.9/1000.0] [batch_t 0.400 (0.431)] [data_t 0.016] [optim_t 0.385] [lr 0.000085] [CE 4.182 (3.718)] [KD 1.684 (1.586)] +2024-10-21 01:55:41,540 - Train: 91.29% [1142050/1251000] [912.9/1000.0] [batch_t 0.479 (0.434)] [data_t 0.015] [optim_t 0.463] [lr 0.000085] [CE 3.395 (3.773)] [KD 1.511 (1.623)] +2024-10-21 01:56:03,131 - Train: 91.29% [1142100/1251000] [912.9/1000.0] [batch_t 0.434 (0.432)] [data_t 0.015] [optim_t 0.418] [lr 0.000085] [CE 3.447 (3.726)] [KD 1.563 (1.603)] +2024-10-21 01:56:24,648 - Train: 91.30% [1142150/1251000] [913.0/1000.0] [batch_t 0.483 (0.430)] [data_t 0.015] [optim_t 0.468] [lr 0.000085] [CE 3.687 (3.797)] [KD 1.541 (1.630)] +2024-10-21 01:56:51,414 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 41473] [top5_cnt 48195] [top_all 50000] +2024-10-21 01:56:51,415 - net: 82.946 (96.390) +2024-10-21 01:57:13,915 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 41691] [top5_cnt 48280] [top_all 50000] +2024-10-21 01:57:13,915 - net_E: 83.382 (96.560) +2024-10-21 01:57:14,066 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.384 (epoch: 912)] +2024-10-21 01:57:14,066 - ==> Total time: 6 days, 2:15:22 Eta: 13:56:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 01:57:34,798 - Train: 91.30% [1142200/1251000] [913.0/1000.0] [batch_t 0.447 (0.522)] [data_t 0.015] [optim_t 0.432] [lr 0.000085] [CE 3.879 (3.679)] [KD 1.758 (1.556)] +2024-10-21 01:57:57,475 - Train: 91.31% [1142250/1251000] [913.1/1000.0] [batch_t 0.522 (0.453)] [data_t 0.015] [optim_t 0.506] [lr 0.000085] [CE 3.949 (3.694)] [KD 1.656 (1.556)] +2024-10-21 01:58:18,989 - Train: 91.31% [1142300/1251000] [913.1/1000.0] [batch_t 0.449 (0.430)] [data_t 0.015] [optim_t 0.433] [lr 0.000085] [CE 3.986 (3.753)] [KD 1.750 (1.605)] +2024-10-21 01:58:41,117 - Train: 91.31% [1142350/1251000] [913.1/1000.0] [batch_t 0.452 (0.442)] [data_t 0.015] [optim_t 0.437] [lr 0.000085] [CE 4.129 (3.767)] [KD 1.768 (1.604)] +2024-10-21 01:59:02,731 - Train: 91.32% [1142400/1251000] [913.2/1000.0] [batch_t 0.494 (0.432)] [data_t 0.015] [optim_t 0.478] [lr 0.000085] [CE 3.017 (3.731)] [KD 1.256 (1.587)] +2024-10-21 01:59:24,901 - Train: 91.32% [1142450/1251000] [913.2/1000.0] [batch_t 0.377 (0.443)] [data_t 0.016] [optim_t 0.361] [lr 0.000085] [CE 3.393 (3.743)] [KD 1.386 (1.598)] +2024-10-21 01:59:46,765 - Train: 91.33% [1142500/1251000] [913.3/1000.0] [batch_t 0.427 (0.437)] [data_t 0.015] [optim_t 0.411] [lr 0.000085] [CE 3.756 (3.703)] [KD 1.703 (1.586)] +2024-10-21 02:00:08,319 - Train: 91.33% [1142550/1251000] [913.3/1000.0] [batch_t 0.456 (0.431)] [data_t 0.015] [optim_t 0.440] [lr 0.000085] [CE 3.723 (3.701)] [KD 1.617 (1.586)] +2024-10-21 02:00:29,894 - Train: 91.33% [1142600/1251000] [913.3/1000.0] [batch_t 0.492 (0.431)] [data_t 0.016] [optim_t 0.477] [lr 0.000085] [CE 3.781 (3.683)] [KD 1.512 (1.586)] +2024-10-21 02:00:51,509 - Train: 91.34% [1142650/1251000] [913.4/1000.0] [batch_t 0.472 (0.432)] [data_t 0.016] [optim_t 0.456] [lr 0.000085] [CE 3.645 (3.778)] [KD 1.711 (1.613)] +2024-10-21 02:01:12,086 - Train: 91.34% [1142700/1251000] [913.4/1000.0] [batch_t 0.373 (0.411)] [data_t 0.015] [optim_t 0.358] [lr 0.000085] [CE 3.696 (3.681)] [KD 1.576 (1.561)] +2024-10-21 02:01:33,007 - Train: 91.35% [1142750/1251000] [913.5/1000.0] [batch_t 0.422 (0.418)] [data_t 0.015] [optim_t 0.407] [lr 0.000085] [CE 3.438 (3.696)] [KD 1.402 (1.568)] +2024-10-21 02:01:54,244 - Train: 91.35% [1142800/1251000] [913.5/1000.0] [batch_t 0.358 (0.425)] [data_t 0.016] [optim_t 0.343] [lr 0.000084] [CE 3.777 (3.785)] [KD 1.642 (1.613)] +2024-10-21 02:02:15,237 - Train: 91.35% [1142850/1251000] [913.5/1000.0] [batch_t 0.420 (0.420)] [data_t 0.015] [optim_t 0.404] [lr 0.000084] [CE 3.716 (3.682)] [KD 1.541 (1.565)] +2024-10-21 02:02:36,178 - Train: 91.36% [1142900/1251000] [913.6/1000.0] [batch_t 0.415 (0.419)] [data_t 0.015] [optim_t 0.400] [lr 0.000084] [CE 3.725 (3.729)] [KD 1.649 (1.600)] +2024-10-21 02:02:57,808 - Train: 91.36% [1142950/1251000] [913.6/1000.0] [batch_t 0.464 (0.432)] [data_t 0.015] [optim_t 0.449] [lr 0.000084] [CE 3.642 (3.711)] [KD 1.445 (1.566)] +2024-10-21 02:03:20,130 - Train: 91.37% [1143000/1251000] [913.7/1000.0] [batch_t 0.453 (0.446)] [data_t 0.015] [optim_t 0.438] [lr 0.000084] [CE 3.545 (3.814)] [KD 1.464 (1.627)] +2024-10-21 02:03:41,551 - Train: 91.37% [1143050/1251000] [913.7/1000.0] [batch_t 0.500 (0.428)] [data_t 0.015] [optim_t 0.485] [lr 0.000084] [CE 4.213 (3.716)] [KD 1.750 (1.605)] +2024-10-21 02:04:02,192 - Train: 91.37% [1143100/1251000] [913.7/1000.0] [batch_t 0.453 (0.413)] [data_t 0.015] [optim_t 0.437] [lr 0.000084] [CE 3.821 (3.775)] [KD 1.682 (1.620)] +2024-10-21 02:04:22,359 - Train: 91.38% [1143150/1251000] [913.8/1000.0] [batch_t 0.399 (0.403)] [data_t 0.016] [optim_t 0.384] [lr 0.000084] [CE 3.707 (3.702)] [KD 1.566 (1.569)] +2024-10-21 02:04:42,822 - Train: 91.38% [1143200/1251000] [913.8/1000.0] [batch_t 0.376 (0.409)] [data_t 0.015] [optim_t 0.360] [lr 0.000084] [CE 3.898 (3.720)] [KD 1.665 (1.589)] +2024-10-21 02:05:03,926 - Train: 91.39% [1143250/1251000] [913.9/1000.0] [batch_t 0.447 (0.422)] [data_t 0.016] [optim_t 0.431] [lr 0.000084] [CE 4.125 (3.766)] [KD 1.832 (1.600)] +2024-10-21 02:05:25,591 - Train: 91.39% [1143300/1251000] [913.9/1000.0] [batch_t 0.449 (0.433)] [data_t 0.015] [optim_t 0.434] [lr 0.000084] [CE 3.685 (3.729)] [KD 1.559 (1.582)] +2024-10-21 02:05:46,696 - Train: 91.39% [1143350/1251000] [913.9/1000.0] [batch_t 0.434 (0.422)] [data_t 0.015] [optim_t 0.418] [lr 0.000084] [CE 4.209 (3.768)] [KD 1.786 (1.605)] +2024-10-21 02:06:08,422 - Train: 91.40% [1143400/1251000] [914.0/1000.0] [batch_t 0.408 (0.434)] [data_t 0.015] [optim_t 0.393] [lr 0.000084] [CE 3.628 (3.733)] [KD 1.529 (1.587)] +2024-10-21 02:06:35,983 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.445)] [top1_cnt 41510] [top5_cnt 48205] [top_all 50000] +2024-10-21 02:06:35,983 - net: 83.020 (96.410) +2024-10-21 02:06:59,764 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.467)] [top1_cnt 41686] [top5_cnt 48279] [top_all 50000] +2024-10-21 02:06:59,765 - net_E: 83.372 (96.558) +2024-10-21 02:06:59,922 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.384 (epoch: 912)] +2024-10-21 02:06:59,923 - ==> Total time: 6 days, 2:25:08 Eta: 13:46:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 02:07:19,797 - Train: 91.40% [1143450/1251000] [914.0/1000.0] [batch_t 0.359 (0.503)] [data_t 0.016] [optim_t 0.343] [lr 0.000084] [CE 3.734 (3.725)] [KD 1.523 (1.596)] +2024-10-21 02:07:41,113 - Train: 91.41% [1143500/1251000] [914.1/1000.0] [batch_t 0.448 (0.426)] [data_t 0.103] [optim_t 0.345] [lr 0.000084] [CE 3.980 (3.712)] [KD 1.651 (1.580)] +2024-10-21 02:08:02,603 - Train: 91.41% [1143550/1251000] [914.1/1000.0] [batch_t 0.414 (0.430)] [data_t 0.070] [optim_t 0.344] [lr 0.000084] [CE 4.471 (3.738)] [KD 1.919 (1.592)] +2024-10-21 02:08:24,847 - Train: 91.41% [1143600/1251000] [914.1/1000.0] [batch_t 0.451 (0.445)] [data_t 0.106] [optim_t 0.345] [lr 0.000084] [CE 3.847 (3.732)] [KD 1.597 (1.594)] +2024-10-21 02:08:47,473 - Train: 91.42% [1143650/1251000] [914.2/1000.0] [batch_t 0.434 (0.452)] [data_t 0.087] [optim_t 0.346] [lr 0.000084] [CE 3.549 (3.730)] [KD 1.518 (1.596)] +2024-10-21 02:09:09,581 - Train: 91.42% [1143700/1251000] [914.2/1000.0] [batch_t 0.361 (0.442)] [data_t 0.016] [optim_t 0.346] [lr 0.000084] [CE 4.139 (3.710)] [KD 1.827 (1.576)] +2024-10-21 02:09:31,647 - Train: 91.43% [1143750/1251000] [914.3/1000.0] [batch_t 0.500 (0.441)] [data_t 0.152] [optim_t 0.349] [lr 0.000084] [CE 3.921 (3.821)] [KD 1.811 (1.646)] +2024-10-21 02:09:53,481 - Train: 91.43% [1143800/1251000] [914.3/1000.0] [batch_t 0.364 (0.437)] [data_t 0.016] [optim_t 0.348] [lr 0.000083] [CE 3.855 (3.801)] [KD 1.607 (1.631)] +2024-10-21 02:10:15,417 - Train: 91.43% [1143850/1251000] [914.3/1000.0] [batch_t 0.420 (0.439)] [data_t 0.078] [optim_t 0.342] [lr 0.000083] [CE 3.860 (3.745)] [KD 1.484 (1.615)] +2024-10-21 02:10:36,816 - Train: 91.44% [1143900/1251000] [914.4/1000.0] [batch_t 0.492 (0.428)] [data_t 0.148] [optim_t 0.344] [lr 0.000083] [CE 2.921 (3.756)] [KD 1.228 (1.596)] +2024-10-21 02:10:58,017 - Train: 91.44% [1143950/1251000] [914.4/1000.0] [batch_t 0.386 (0.424)] [data_t 0.038] [optim_t 0.349] [lr 0.000083] [CE 3.309 (3.720)] [KD 1.369 (1.568)] +2024-10-21 02:11:19,339 - Train: 91.45% [1144000/1251000] [914.5/1000.0] [batch_t 0.398 (0.426)] [data_t 0.051] [optim_t 0.348] [lr 0.000083] [CE 3.748 (3.692)] [KD 1.669 (1.559)] +2024-10-21 02:11:40,687 - Train: 91.45% [1144050/1251000] [914.5/1000.0] [batch_t 0.441 (0.427)] [data_t 0.092] [optim_t 0.349] [lr 0.000083] [CE 3.864 (3.790)] [KD 1.650 (1.609)] +2024-10-21 02:12:02,783 - Train: 91.45% [1144100/1251000] [914.5/1000.0] [batch_t 0.420 (0.442)] [data_t 0.016] [optim_t 0.404] [lr 0.000083] [CE 3.688 (3.820)] [KD 1.546 (1.638)] +2024-10-21 02:12:24,352 - Train: 91.46% [1144150/1251000] [914.6/1000.0] [batch_t 0.449 (0.431)] [data_t 0.015] [optim_t 0.434] [lr 0.000083] [CE 4.013 (3.686)] [KD 1.855 (1.553)] +2024-10-21 02:12:45,651 - Train: 91.46% [1144200/1251000] [914.6/1000.0] [batch_t 0.369 (0.426)] [data_t 0.015] [optim_t 0.353] [lr 0.000083] [CE 3.538 (3.751)] [KD 1.487 (1.594)] +2024-10-21 02:13:08,603 - Train: 91.47% [1144250/1251000] [914.7/1000.0] [batch_t 0.456 (0.459)] [data_t 0.015] [optim_t 0.441] [lr 0.000083] [CE 3.706 (3.734)] [KD 1.591 (1.585)] +2024-10-21 02:13:29,927 - Train: 91.47% [1144300/1251000] [914.7/1000.0] [batch_t 0.442 (0.426)] [data_t 0.015] [optim_t 0.426] [lr 0.000083] [CE 3.648 (3.754)] [KD 1.458 (1.606)] +2024-10-21 02:13:52,003 - Train: 91.47% [1144350/1251000] [914.7/1000.0] [batch_t 0.462 (0.441)] [data_t 0.015] [optim_t 0.447] [lr 0.000083] [CE 3.641 (3.736)] [KD 1.450 (1.586)] +2024-10-21 02:14:13,724 - Train: 91.48% [1144400/1251000] [914.8/1000.0] [batch_t 0.448 (0.434)] [data_t 0.016] [optim_t 0.432] [lr 0.000083] [CE 3.488 (3.695)] [KD 1.472 (1.577)] +2024-10-21 02:14:36,025 - Train: 91.48% [1144450/1251000] [914.8/1000.0] [batch_t 0.439 (0.446)] [data_t 0.016] [optim_t 0.423] [lr 0.000083] [CE 4.310 (3.733)] [KD 1.816 (1.591)] +2024-10-21 02:14:58,090 - Train: 91.49% [1144500/1251000] [914.9/1000.0] [batch_t 0.489 (0.441)] [data_t 0.015] [optim_t 0.474] [lr 0.000083] [CE 3.780 (3.765)] [KD 1.648 (1.600)] +2024-10-21 02:15:20,418 - Train: 91.49% [1144550/1251000] [914.9/1000.0] [batch_t 0.497 (0.446)] [data_t 0.015] [optim_t 0.482] [lr 0.000083] [CE 3.933 (3.670)] [KD 1.661 (1.552)] +2024-10-21 02:15:42,583 - Train: 91.49% [1144600/1251000] [914.9/1000.0] [batch_t 0.475 (0.443)] [data_t 0.015] [optim_t 0.459] [lr 0.000083] [CE 3.439 (3.710)] [KD 1.476 (1.576)] +2024-10-21 02:16:04,852 - Train: 91.50% [1144650/1251000] [915.0/1000.0] [batch_t 0.408 (0.445)] [data_t 0.025] [optim_t 0.383] [lr 0.000083] [CE 3.612 (3.660)] [KD 1.440 (1.554)] +2024-10-21 02:16:32,349 - Test (net): 100.00% [50/50] [batch_t 0.150 (0.437)] [top1_cnt 41512] [top5_cnt 48199] [top_all 50000] +2024-10-21 02:16:32,350 - net: 83.024 (96.398) +2024-10-21 02:16:54,212 - Test (net_E): 100.00% [50/50] [batch_t 0.181 (0.429)] [top1_cnt 41708] [top5_cnt 48277] [top_all 50000] +2024-10-21 02:16:54,213 - net_E: 83.416 (96.554) +2024-10-21 02:16:54,360 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.416 (epoch: 915)] +2024-10-21 02:16:54,361 - ==> Total time: 6 days, 2:35:02 Eta: 13:37:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 02:17:15,459 - Train: 91.50% [1144700/1251000] [915.0/1000.0] [batch_t 0.370 (0.460)] [data_t 0.015] [optim_t 0.354] [lr 0.000083] [CE 4.286 (3.754)] [KD 1.860 (1.596)] +2024-10-21 02:17:37,498 - Train: 91.51% [1144750/1251000] [915.1/1000.0] [batch_t 0.612 (0.441)] [data_t 0.016] [optim_t 0.596] [lr 0.000083] [CE 3.942 (3.736)] [KD 1.711 (1.591)] +2024-10-21 02:17:58,583 - Train: 91.51% [1144800/1251000] [915.1/1000.0] [batch_t 0.485 (0.422)] [data_t 0.015] [optim_t 0.469] [lr 0.000083] [CE 3.905 (3.736)] [KD 1.642 (1.583)] +2024-10-21 02:18:21,589 - Train: 91.51% [1144850/1251000] [915.1/1000.0] [batch_t 0.379 (0.460)] [data_t 0.016] [optim_t 0.364] [lr 0.000082] [CE 3.683 (3.716)] [KD 1.524 (1.594)] +2024-10-21 02:18:43,910 - Train: 91.52% [1144900/1251000] [915.2/1000.0] [batch_t 0.469 (0.446)] [data_t 0.016] [optim_t 0.453] [lr 0.000082] [CE 4.056 (3.744)] [KD 1.862 (1.598)] +2024-10-21 02:19:05,474 - Train: 91.52% [1144950/1251000] [915.2/1000.0] [batch_t 0.411 (0.431)] [data_t 0.015] [optim_t 0.396] [lr 0.000082] [CE 3.891 (3.766)] [KD 1.606 (1.607)] +2024-10-21 02:19:26,731 - Train: 91.53% [1145000/1251000] [915.3/1000.0] [batch_t 0.380 (0.425)] [data_t 0.016] [optim_t 0.364] [lr 0.000082] [CE 3.707 (3.770)] [KD 1.519 (1.586)] +2024-10-21 02:19:47,955 - Train: 91.53% [1145050/1251000] [915.3/1000.0] [batch_t 0.481 (0.424)] [data_t 0.015] [optim_t 0.466] [lr 0.000082] [CE 4.094 (3.773)] [KD 1.858 (1.614)] +2024-10-21 02:20:09,149 - Train: 91.53% [1145100/1251000] [915.3/1000.0] [batch_t 0.436 (0.424)] [data_t 0.015] [optim_t 0.421] [lr 0.000082] [CE 3.842 (3.731)] [KD 1.606 (1.584)] +2024-10-21 02:20:30,330 - Train: 91.54% [1145150/1251000] [915.4/1000.0] [batch_t 0.427 (0.424)] [data_t 0.015] [optim_t 0.412] [lr 0.000082] [CE 3.384 (3.742)] [KD 1.411 (1.599)] +2024-10-21 02:20:52,258 - Train: 91.54% [1145200/1251000] [915.4/1000.0] [batch_t 0.425 (0.438)] [data_t 0.015] [optim_t 0.410] [lr 0.000082] [CE 3.194 (3.645)] [KD 1.407 (1.565)] +2024-10-21 02:21:14,345 - Train: 91.55% [1145250/1251000] [915.5/1000.0] [batch_t 0.360 (0.442)] [data_t 0.016] [optim_t 0.345] [lr 0.000082] [CE 3.930 (3.757)] [KD 1.729 (1.606)] +2024-10-21 02:21:36,174 - Train: 91.55% [1145300/1251000] [915.5/1000.0] [batch_t 0.407 (0.436)] [data_t 0.015] [optim_t 0.392] [lr 0.000082] [CE 3.783 (3.799)] [KD 1.582 (1.616)] +2024-10-21 02:21:58,994 - Train: 91.55% [1145350/1251000] [915.5/1000.0] [batch_t 0.436 (0.456)] [data_t 0.015] [optim_t 0.421] [lr 0.000082] [CE 3.700 (3.778)] [KD 1.512 (1.621)] +2024-10-21 02:22:21,218 - Train: 91.56% [1145400/1251000] [915.6/1000.0] [batch_t 0.424 (0.444)] [data_t 0.015] [optim_t 0.409] [lr 0.000082] [CE 3.508 (3.773)] [KD 1.355 (1.606)] +2024-10-21 02:22:43,562 - Train: 91.56% [1145450/1251000] [915.6/1000.0] [batch_t 0.418 (0.447)] [data_t 0.015] [optim_t 0.403] [lr 0.000082] [CE 3.815 (3.734)] [KD 1.687 (1.589)] +2024-10-21 02:23:05,792 - Train: 91.57% [1145500/1251000] [915.7/1000.0] [batch_t 0.361 (0.444)] [data_t 0.016] [optim_t 0.346] [lr 0.000082] [CE 3.850 (3.732)] [KD 1.548 (1.581)] +2024-10-21 02:23:27,461 - Train: 91.57% [1145550/1251000] [915.7/1000.0] [batch_t 0.418 (0.433)] [data_t 0.015] [optim_t 0.403] [lr 0.000082] [CE 3.377 (3.696)] [KD 1.369 (1.568)] +2024-10-21 02:23:49,352 - Train: 91.57% [1145600/1251000] [915.7/1000.0] [batch_t 0.463 (0.438)] [data_t 0.119] [optim_t 0.344] [lr 0.000082] [CE 3.842 (3.689)] [KD 1.586 (1.566)] +2024-10-21 02:24:12,046 - Train: 91.58% [1145650/1251000] [915.8/1000.0] [batch_t 0.496 (0.454)] [data_t 0.150] [optim_t 0.346] [lr 0.000082] [CE 3.600 (3.684)] [KD 1.539 (1.555)] +2024-10-21 02:24:34,662 - Train: 91.58% [1145700/1251000] [915.8/1000.0] [batch_t 0.515 (0.452)] [data_t 0.099] [optim_t 0.416] [lr 0.000082] [CE 4.043 (3.782)] [KD 1.860 (1.619)] +2024-10-21 02:24:55,877 - Train: 91.59% [1145750/1251000] [915.9/1000.0] [batch_t 0.430 (0.424)] [data_t 0.083] [optim_t 0.347] [lr 0.000082] [CE 3.849 (3.723)] [KD 1.593 (1.589)] +2024-10-21 02:25:16,681 - Train: 91.59% [1145800/1251000] [915.9/1000.0] [batch_t 0.395 (0.416)] [data_t 0.042] [optim_t 0.353] [lr 0.000082] [CE 3.985 (3.737)] [KD 1.701 (1.589)] +2024-10-21 02:25:38,866 - Train: 91.59% [1145850/1251000] [915.9/1000.0] [batch_t 0.425 (0.444)] [data_t 0.015] [optim_t 0.410] [lr 0.000081] [CE 4.008 (3.734)] [KD 1.595 (1.586)] +2024-10-21 02:25:59,986 - Train: 91.60% [1145900/1251000] [916.0/1000.0] [batch_t 0.438 (0.422)] [data_t 0.015] [optim_t 0.422] [lr 0.000081] [CE 3.525 (3.729)] [KD 1.418 (1.582)] +2024-10-21 02:26:28,861 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.451)] [top1_cnt 41521] [top5_cnt 48221] [top_all 50000] +2024-10-21 02:26:28,861 - net: 83.042 (96.442) +2024-10-21 02:26:51,251 - Test (net_E): 100.00% [50/50] [batch_t 0.159 (0.440)] [top1_cnt 41722] [top5_cnt 48269] [top_all 50000] +2024-10-21 02:26:51,251 - net_E: 83.444 (96.538) +2024-10-21 02:26:51,397 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.444 (epoch: 916)] +2024-10-21 02:26:51,398 - ==> Total time: 6 days, 2:45:00 Eta: 13:27:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 02:27:11,300 - Train: 91.60% [1145950/1251000] [916.0/1000.0] [batch_t 0.359 (0.453)] [data_t 0.015] [optim_t 0.343] [lr 0.000081] [CE 3.938 (3.773)] [KD 1.742 (1.632)] +2024-10-21 02:27:33,856 - Train: 91.61% [1146000/1251000] [916.1/1000.0] [batch_t 0.577 (0.451)] [data_t 0.015] [optim_t 0.562] [lr 0.000081] [CE 4.171 (3.678)] [KD 1.829 (1.543)] +2024-10-21 02:27:56,361 - Train: 91.61% [1146050/1251000] [916.1/1000.0] [batch_t 0.472 (0.450)] [data_t 0.015] [optim_t 0.456] [lr 0.000081] [CE 3.521 (3.740)] [KD 1.421 (1.580)] +2024-10-21 02:28:19,144 - Train: 91.61% [1146100/1251000] [916.1/1000.0] [batch_t 0.515 (0.456)] [data_t 0.016] [optim_t 0.499] [lr 0.000081] [CE 3.784 (3.729)] [KD 1.726 (1.606)] +2024-10-21 02:28:41,606 - Train: 91.62% [1146150/1251000] [916.2/1000.0] [batch_t 0.447 (0.449)] [data_t 0.015] [optim_t 0.432] [lr 0.000081] [CE 4.377 (3.661)] [KD 1.900 (1.552)] +2024-10-21 02:29:03,187 - Train: 91.62% [1146200/1251000] [916.2/1000.0] [batch_t 0.451 (0.432)] [data_t 0.015] [optim_t 0.436] [lr 0.000081] [CE 3.544 (3.746)] [KD 1.508 (1.590)] +2024-10-21 02:29:23,808 - Train: 91.63% [1146250/1251000] [916.3/1000.0] [batch_t 0.382 (0.412)] [data_t 0.015] [optim_t 0.367] [lr 0.000081] [CE 3.784 (3.640)] [KD 1.456 (1.549)] +2024-10-21 02:29:45,626 - Train: 91.63% [1146300/1251000] [916.3/1000.0] [batch_t 0.364 (0.436)] [data_t 0.015] [optim_t 0.349] [lr 0.000081] [CE 3.598 (3.705)] [KD 1.622 (1.576)] +2024-10-21 02:30:07,842 - Train: 91.63% [1146350/1251000] [916.3/1000.0] [batch_t 0.411 (0.444)] [data_t 0.015] [optim_t 0.396] [lr 0.000081] [CE 3.884 (3.733)] [KD 1.556 (1.585)] +2024-10-21 02:30:29,169 - Train: 91.64% [1146400/1251000] [916.4/1000.0] [batch_t 0.425 (0.426)] [data_t 0.015] [optim_t 0.410] [lr 0.000081] [CE 3.594 (3.794)] [KD 1.472 (1.625)] +2024-10-21 02:30:51,926 - Train: 91.64% [1146450/1251000] [916.4/1000.0] [batch_t 0.362 (0.455)] [data_t 0.015] [optim_t 0.347] [lr 0.000081] [CE 3.255 (3.733)] [KD 1.352 (1.591)] +2024-10-21 02:31:13,242 - Train: 91.65% [1146500/1251000] [916.5/1000.0] [batch_t 0.500 (0.426)] [data_t 0.015] [optim_t 0.484] [lr 0.000081] [CE 3.888 (3.708)] [KD 1.736 (1.570)] +2024-10-21 02:31:35,535 - Train: 91.65% [1146550/1251000] [916.5/1000.0] [batch_t 0.366 (0.446)] [data_t 0.015] [optim_t 0.351] [lr 0.000081] [CE 3.420 (3.695)] [KD 1.422 (1.568)] +2024-10-21 02:31:57,890 - Train: 91.65% [1146600/1251000] [916.5/1000.0] [batch_t 0.488 (0.447)] [data_t 0.016] [optim_t 0.473] [lr 0.000081] [CE 3.688 (3.762)] [KD 1.652 (1.600)] +2024-10-21 02:32:20,248 - Train: 91.66% [1146650/1251000] [916.6/1000.0] [batch_t 0.449 (0.447)] [data_t 0.016] [optim_t 0.433] [lr 0.000081] [CE 3.765 (3.768)] [KD 1.692 (1.600)] +2024-10-21 02:32:43,063 - Train: 91.66% [1146700/1251000] [916.6/1000.0] [batch_t 0.545 (0.456)] [data_t 0.015] [optim_t 0.530] [lr 0.000081] [CE 3.856 (3.793)] [KD 1.636 (1.598)] +2024-10-21 02:33:05,426 - Train: 91.67% [1146750/1251000] [916.7/1000.0] [batch_t 0.517 (0.447)] [data_t 0.015] [optim_t 0.502] [lr 0.000081] [CE 3.274 (3.686)] [KD 1.388 (1.552)] +2024-10-21 02:33:27,405 - Train: 91.67% [1146800/1251000] [916.7/1000.0] [batch_t 0.401 (0.439)] [data_t 0.016] [optim_t 0.385] [lr 0.000081] [CE 3.564 (3.665)] [KD 1.496 (1.550)] +2024-10-21 02:33:49,369 - Train: 91.67% [1146850/1251000] [916.7/1000.0] [batch_t 0.453 (0.439)] [data_t 0.015] [optim_t 0.437] [lr 0.000081] [CE 3.686 (3.708)] [KD 1.595 (1.572)] +2024-10-21 02:34:10,715 - Train: 91.68% [1146900/1251000] [916.8/1000.0] [batch_t 0.400 (0.427)] [data_t 0.015] [optim_t 0.385] [lr 0.000080] [CE 3.634 (3.755)] [KD 1.527 (1.593)] +2024-10-21 02:34:31,770 - Train: 91.68% [1146950/1251000] [916.8/1000.0] [batch_t 0.413 (0.421)] [data_t 0.015] [optim_t 0.397] [lr 0.000080] [CE 3.576 (3.725)] [KD 1.414 (1.599)] +2024-10-21 02:34:53,351 - Train: 91.69% [1147000/1251000] [916.9/1000.0] [batch_t 0.483 (0.432)] [data_t 0.015] [optim_t 0.468] [lr 0.000080] [CE 3.679 (3.729)] [KD 1.667 (1.579)] +2024-10-21 02:35:15,497 - Train: 91.69% [1147050/1251000] [916.9/1000.0] [batch_t 0.468 (0.443)] [data_t 0.016] [optim_t 0.453] [lr 0.000080] [CE 3.783 (3.803)] [KD 1.566 (1.627)] +2024-10-21 02:35:38,171 - Train: 91.69% [1147100/1251000] [916.9/1000.0] [batch_t 0.404 (0.453)] [data_t 0.015] [optim_t 0.389] [lr 0.000080] [CE 3.719 (3.776)] [KD 1.687 (1.623)] +2024-10-21 02:36:00,929 - Train: 91.70% [1147150/1251000] [917.0/1000.0] [batch_t 0.532 (0.455)] [data_t 0.015] [optim_t 0.517] [lr 0.000080] [CE 3.454 (3.677)] [KD 1.526 (1.556)] +2024-10-21 02:36:30,551 - Test (net): 100.00% [50/50] [batch_t 0.131 (0.452)] [top1_cnt 41514] [top5_cnt 48189] [top_all 50000] +2024-10-21 02:36:30,552 - net: 83.028 (96.378) +2024-10-21 02:36:53,261 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.447)] [top1_cnt 41721] [top5_cnt 48276] [top_all 50000] +2024-10-21 02:36:53,261 - net_E: 83.442 (96.552) +2024-10-21 02:36:53,420 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.444 (epoch: 916)] +2024-10-21 02:36:53,420 - ==> Total time: 6 days, 2:55:02 Eta: 13:17:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 02:37:12,616 - Train: 91.70% [1147200/1251000] [917.0/1000.0] [batch_t 0.521 (0.537)] [data_t 0.016] [optim_t 0.505] [lr 0.000080] [CE 4.242 (3.707)] [KD 1.935 (1.595)] +2024-10-21 02:37:35,427 - Train: 91.71% [1147250/1251000] [917.1/1000.0] [batch_t 0.493 (0.456)] [data_t 0.016] [optim_t 0.477] [lr 0.000080] [CE 3.090 (3.737)] [KD 1.259 (1.594)] +2024-10-21 02:37:58,821 - Train: 91.71% [1147300/1251000] [917.1/1000.0] [batch_t 0.427 (0.468)] [data_t 0.015] [optim_t 0.412] [lr 0.000080] [CE 3.492 (3.711)] [KD 1.423 (1.577)] +2024-10-21 02:38:20,822 - Train: 91.71% [1147350/1251000] [917.1/1000.0] [batch_t 0.527 (0.440)] [data_t 0.015] [optim_t 0.512] [lr 0.000080] [CE 3.886 (3.681)] [KD 1.616 (1.564)] +2024-10-21 02:38:43,372 - Train: 91.72% [1147400/1251000] [917.2/1000.0] [batch_t 0.478 (0.451)] [data_t 0.016] [optim_t 0.462] [lr 0.000080] [CE 3.843 (3.734)] [KD 1.597 (1.586)] +2024-10-21 02:39:06,180 - Train: 91.72% [1147450/1251000] [917.2/1000.0] [batch_t 0.401 (0.456)] [data_t 0.016] [optim_t 0.386] [lr 0.000080] [CE 3.668 (3.732)] [KD 1.605 (1.587)] +2024-10-21 02:39:28,599 - Train: 91.73% [1147500/1251000] [917.3/1000.0] [batch_t 0.495 (0.448)] [data_t 0.015] [optim_t 0.479] [lr 0.000080] [CE 4.153 (3.731)] [KD 1.827 (1.590)] +2024-10-21 02:39:50,999 - Train: 91.73% [1147550/1251000] [917.3/1000.0] [batch_t 0.450 (0.448)] [data_t 0.015] [optim_t 0.435] [lr 0.000080] [CE 4.052 (3.746)] [KD 1.671 (1.585)] +2024-10-21 02:40:12,979 - Train: 91.73% [1147600/1251000] [917.3/1000.0] [batch_t 0.373 (0.439)] [data_t 0.015] [optim_t 0.358] [lr 0.000080] [CE 3.468 (3.763)] [KD 1.351 (1.594)] +2024-10-21 02:40:34,613 - Train: 91.74% [1147650/1251000] [917.4/1000.0] [batch_t 0.440 (0.433)] [data_t 0.015] [optim_t 0.424] [lr 0.000080] [CE 3.583 (3.767)] [KD 1.429 (1.580)] +2024-10-21 02:40:57,225 - Train: 91.74% [1147700/1251000] [917.4/1000.0] [batch_t 0.519 (0.452)] [data_t 0.015] [optim_t 0.504] [lr 0.000080] [CE 3.388 (3.769)] [KD 1.537 (1.600)] +2024-10-21 02:41:18,875 - Train: 91.75% [1147750/1251000] [917.5/1000.0] [batch_t 0.367 (0.433)] [data_t 0.015] [optim_t 0.352] [lr 0.000080] [CE 3.614 (3.723)] [KD 1.539 (1.573)] +2024-10-21 02:41:40,389 - Train: 91.75% [1147800/1251000] [917.5/1000.0] [batch_t 0.385 (0.430)] [data_t 0.015] [optim_t 0.369] [lr 0.000080] [CE 4.263 (3.748)] [KD 1.687 (1.592)] +2024-10-21 02:42:02,397 - Train: 91.75% [1147850/1251000] [917.5/1000.0] [batch_t 0.444 (0.440)] [data_t 0.015] [optim_t 0.429] [lr 0.000080] [CE 3.541 (3.780)] [KD 1.422 (1.613)] +2024-10-21 02:42:24,068 - Train: 91.76% [1147900/1251000] [917.6/1000.0] [batch_t 0.493 (0.433)] [data_t 0.016] [optim_t 0.477] [lr 0.000079] [CE 3.926 (3.806)] [KD 1.579 (1.616)] +2024-10-21 02:42:45,763 - Train: 91.76% [1147950/1251000] [917.6/1000.0] [batch_t 0.379 (0.434)] [data_t 0.015] [optim_t 0.364] [lr 0.000079] [CE 3.569 (3.727)] [KD 1.567 (1.589)] +2024-10-21 02:43:07,289 - Train: 91.77% [1148000/1251000] [917.7/1000.0] [batch_t 0.494 (0.430)] [data_t 0.015] [optim_t 0.479] [lr 0.000079] [CE 3.825 (3.712)] [KD 1.646 (1.574)] +2024-10-21 02:43:28,784 - Train: 91.77% [1148050/1251000] [917.7/1000.0] [batch_t 0.386 (0.430)] [data_t 0.015] [optim_t 0.371] [lr 0.000079] [CE 4.080 (3.697)] [KD 1.839 (1.558)] +2024-10-21 02:43:50,224 - Train: 91.77% [1148100/1251000] [917.7/1000.0] [batch_t 0.492 (0.429)] [data_t 0.016] [optim_t 0.476] [lr 0.000079] [CE 3.787 (3.756)] [KD 1.606 (1.612)] +2024-10-21 02:44:12,655 - Train: 91.78% [1148150/1251000] [917.8/1000.0] [batch_t 0.428 (0.449)] [data_t 0.015] [optim_t 0.413] [lr 0.000079] [CE 4.225 (3.744)] [KD 1.865 (1.584)] +2024-10-21 02:44:35,536 - Train: 91.78% [1148200/1251000] [917.8/1000.0] [batch_t 0.391 (0.458)] [data_t 0.015] [optim_t 0.375] [lr 0.000079] [CE 3.941 (3.685)] [KD 1.647 (1.562)] +2024-10-21 02:44:58,179 - Train: 91.79% [1148250/1251000] [917.9/1000.0] [batch_t 0.362 (0.453)] [data_t 0.015] [optim_t 0.346] [lr 0.000079] [CE 3.463 (3.626)] [KD 1.409 (1.534)] +2024-10-21 02:45:20,842 - Train: 91.79% [1148300/1251000] [917.9/1000.0] [batch_t 0.423 (0.453)] [data_t 0.015] [optim_t 0.407] [lr 0.000079] [CE 3.862 (3.737)] [KD 1.806 (1.589)] +2024-10-21 02:45:42,917 - Train: 91.79% [1148350/1251000] [917.9/1000.0] [batch_t 0.457 (0.441)] [data_t 0.015] [optim_t 0.442] [lr 0.000079] [CE 3.602 (3.748)] [KD 1.422 (1.591)] +2024-10-21 02:46:05,113 - Train: 91.80% [1148400/1251000] [918.0/1000.0] [batch_t 0.479 (0.444)] [data_t 0.015] [optim_t 0.464] [lr 0.000079] [CE 3.739 (3.717)] [KD 1.549 (1.564)] +2024-10-21 02:46:33,934 - Test (net): 100.00% [50/50] [batch_t 0.133 (0.435)] [top1_cnt 41462] [top5_cnt 48192] [top_all 50000] +2024-10-21 02:46:33,934 - net: 82.924 (96.384) +2024-10-21 02:46:56,512 - Test (net_E): 100.00% [50/50] [batch_t 0.163 (0.445)] [top1_cnt 41727] [top5_cnt 48281] [top_all 50000] +2024-10-21 02:46:56,512 - net_E: 83.454 (96.562) +2024-10-21 02:46:56,700 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.454 (epoch: 918)] +2024-10-21 02:46:56,700 - ==> Total time: 6 days, 3:05:05 Eta: 13:08:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 02:47:16,407 - Train: 91.80% [1148450/1251000] [918.0/1000.0] [batch_t 0.359 (0.473)] [data_t 0.015] [optim_t 0.344] [lr 0.000079] [CE 4.052 (3.786)] [KD 1.658 (1.601)] +2024-10-21 02:47:38,320 - Train: 91.81% [1148500/1251000] [918.1/1000.0] [batch_t 0.480 (0.438)] [data_t 0.015] [optim_t 0.464] [lr 0.000079] [CE 3.887 (3.719)] [KD 1.776 (1.577)] +2024-10-21 02:48:00,885 - Train: 91.81% [1148550/1251000] [918.1/1000.0] [batch_t 0.600 (0.451)] [data_t 0.016] [optim_t 0.584] [lr 0.000079] [CE 3.544 (3.701)] [KD 1.398 (1.575)] +2024-10-21 02:48:22,831 - Train: 91.81% [1148600/1251000] [918.1/1000.0] [batch_t 0.375 (0.439)] [data_t 0.015] [optim_t 0.360] [lr 0.000079] [CE 4.585 (3.725)] [KD 2.050 (1.577)] +2024-10-21 02:48:45,198 - Train: 91.82% [1148650/1251000] [918.2/1000.0] [batch_t 0.444 (0.447)] [data_t 0.015] [optim_t 0.429] [lr 0.000079] [CE 3.839 (3.713)] [KD 1.622 (1.575)] +2024-10-21 02:49:07,771 - Train: 91.82% [1148700/1251000] [918.2/1000.0] [batch_t 0.493 (0.451)] [data_t 0.016] [optim_t 0.478] [lr 0.000079] [CE 4.199 (3.791)] [KD 1.671 (1.603)] +2024-10-21 02:49:29,488 - Train: 91.83% [1148750/1251000] [918.3/1000.0] [batch_t 0.404 (0.434)] [data_t 0.016] [optim_t 0.388] [lr 0.000079] [CE 3.662 (3.661)] [KD 1.542 (1.551)] +2024-10-21 02:49:50,987 - Train: 91.83% [1148800/1251000] [918.3/1000.0] [batch_t 0.502 (0.430)] [data_t 0.016] [optim_t 0.487] [lr 0.000079] [CE 3.459 (3.788)] [KD 1.459 (1.599)] +2024-10-21 02:50:12,395 - Train: 91.83% [1148850/1251000] [918.3/1000.0] [batch_t 0.402 (0.428)] [data_t 0.015] [optim_t 0.386] [lr 0.000079] [CE 3.515 (3.733)] [KD 1.442 (1.574)] +2024-10-21 02:50:33,634 - Train: 91.84% [1148900/1251000] [918.4/1000.0] [batch_t 0.432 (0.425)] [data_t 0.016] [optim_t 0.416] [lr 0.000079] [CE 4.155 (3.791)] [KD 1.893 (1.610)] +2024-10-21 02:50:55,285 - Train: 91.84% [1148950/1251000] [918.4/1000.0] [batch_t 0.502 (0.433)] [data_t 0.015] [optim_t 0.486] [lr 0.000078] [CE 3.725 (3.693)] [KD 1.502 (1.550)] +2024-10-21 02:51:17,613 - Train: 91.85% [1149000/1251000] [918.5/1000.0] [batch_t 0.420 (0.446)] [data_t 0.015] [optim_t 0.405] [lr 0.000078] [CE 3.051 (3.683)] [KD 1.278 (1.562)] +2024-10-21 02:51:39,663 - Train: 91.85% [1149050/1251000] [918.5/1000.0] [batch_t 0.403 (0.441)] [data_t 0.015] [optim_t 0.387] [lr 0.000078] [CE 3.741 (3.660)] [KD 1.500 (1.531)] +2024-10-21 02:52:00,992 - Train: 91.85% [1149100/1251000] [918.5/1000.0] [batch_t 0.379 (0.426)] [data_t 0.015] [optim_t 0.364] [lr 0.000078] [CE 3.373 (3.737)] [KD 1.446 (1.596)] +2024-10-21 02:52:22,649 - Train: 91.86% [1149150/1251000] [918.6/1000.0] [batch_t 0.393 (0.433)] [data_t 0.015] [optim_t 0.377] [lr 0.000078] [CE 3.970 (3.742)] [KD 1.685 (1.575)] +2024-10-21 02:52:44,554 - Train: 91.86% [1149200/1251000] [918.6/1000.0] [batch_t 0.418 (0.438)] [data_t 0.015] [optim_t 0.403] [lr 0.000078] [CE 4.165 (3.751)] [KD 1.719 (1.584)] +2024-10-21 02:53:06,277 - Train: 91.87% [1149250/1251000] [918.7/1000.0] [batch_t 0.379 (0.434)] [data_t 0.015] [optim_t 0.363] [lr 0.000078] [CE 4.074 (3.659)] [KD 1.733 (1.545)] +2024-10-21 02:53:28,274 - Train: 91.87% [1149300/1251000] [918.7/1000.0] [batch_t 0.402 (0.440)] [data_t 0.016] [optim_t 0.387] [lr 0.000078] [CE 3.677 (3.704)] [KD 1.554 (1.570)] +2024-10-21 02:53:50,500 - Train: 91.87% [1149350/1251000] [918.7/1000.0] [batch_t 0.455 (0.444)] [data_t 0.015] [optim_t 0.439] [lr 0.000078] [CE 3.955 (3.740)] [KD 1.771 (1.588)] +2024-10-21 02:54:12,937 - Train: 91.88% [1149400/1251000] [918.8/1000.0] [batch_t 0.434 (0.449)] [data_t 0.016] [optim_t 0.418] [lr 0.000078] [CE 4.093 (3.814)] [KD 1.845 (1.623)] +2024-10-21 02:54:34,788 - Train: 91.88% [1149450/1251000] [918.8/1000.0] [batch_t 0.403 (0.437)] [data_t 0.015] [optim_t 0.387] [lr 0.000078] [CE 3.757 (3.689)] [KD 1.735 (1.584)] +2024-10-21 02:54:56,975 - Train: 91.89% [1149500/1251000] [918.9/1000.0] [batch_t 0.445 (0.444)] [data_t 0.015] [optim_t 0.430] [lr 0.000078] [CE 3.632 (3.718)] [KD 1.508 (1.590)] +2024-10-21 02:55:18,176 - Train: 91.89% [1149550/1251000] [918.9/1000.0] [batch_t 0.459 (0.424)] [data_t 0.016] [optim_t 0.444] [lr 0.000078] [CE 3.669 (3.734)] [KD 1.668 (1.586)] +2024-10-21 02:55:38,916 - Train: 91.89% [1149600/1251000] [918.9/1000.0] [batch_t 0.402 (0.415)] [data_t 0.016] [optim_t 0.386] [lr 0.000078] [CE 3.520 (3.774)] [KD 1.477 (1.603)] +2024-10-21 02:56:00,536 - Train: 91.90% [1149650/1251000] [919.0/1000.0] [batch_t 0.442 (0.432)] [data_t 0.015] [optim_t 0.427] [lr 0.000078] [CE 3.463 (3.721)] [KD 1.455 (1.581)] +2024-10-21 02:56:29,059 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.424)] [top1_cnt 41494] [top5_cnt 48180] [top_all 50000] +2024-10-21 02:56:29,059 - net: 82.988 (96.360) +2024-10-21 02:56:51,047 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 41711] [top5_cnt 48265] [top_all 50000] +2024-10-21 02:56:51,047 - net_E: 83.422 (96.530) +2024-10-21 02:56:51,194 - Max [top1: 83.044 (epoch: 908)] [top1-ema: 83.454 (epoch: 918)] +2024-10-21 02:56:51,194 - ==> Total time: 6 days, 3:14:59 Eta: 12:58:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 02:57:09,293 - Train: 91.90% [1149700/1251000] [919.0/1000.0] [batch_t 0.366 (0.533)] [data_t 0.016] [optim_t 0.350] [lr 0.000078] [CE 3.631 (3.737)] [KD 1.512 (1.575)] +2024-10-21 02:57:29,797 - Train: 91.91% [1149750/1251000] [919.1/1000.0] [batch_t 0.399 (0.410)] [data_t 0.016] [optim_t 0.384] [lr 0.000078] [CE 3.967 (3.797)] [KD 1.635 (1.613)] +2024-10-21 02:57:50,865 - Train: 91.91% [1149800/1251000] [919.1/1000.0] [batch_t 0.489 (0.421)] [data_t 0.015] [optim_t 0.474] [lr 0.000078] [CE 3.920 (3.749)] [KD 1.704 (1.604)] +2024-10-21 02:58:12,658 - Train: 91.91% [1149850/1251000] [919.1/1000.0] [batch_t 0.454 (0.436)] [data_t 0.015] [optim_t 0.439] [lr 0.000078] [CE 3.584 (3.854)] [KD 1.425 (1.644)] +2024-10-21 02:58:34,561 - Train: 91.92% [1149900/1251000] [919.2/1000.0] [batch_t 0.615 (0.438)] [data_t 0.015] [optim_t 0.600] [lr 0.000078] [CE 3.932 (3.717)] [KD 1.811 (1.575)] +2024-10-21 02:58:55,598 - Train: 91.92% [1149950/1251000] [919.2/1000.0] [batch_t 0.370 (0.421)] [data_t 0.015] [optim_t 0.354] [lr 0.000078] [CE 3.357 (3.687)] [KD 1.334 (1.566)] +2024-10-21 02:59:17,714 - Train: 91.93% [1150000/1251000] [919.3/1000.0] [batch_t 0.450 (0.442)] [data_t 0.104] [optim_t 0.346] [lr 0.000078] [CE 3.949 (3.705)] [KD 1.809 (1.577)] +2024-10-21 02:59:39,320 - Train: 91.93% [1150050/1251000] [919.3/1000.0] [batch_t 0.507 (0.432)] [data_t 0.015] [optim_t 0.492] [lr 0.000077] [CE 3.533 (3.699)] [KD 1.473 (1.556)] +2024-10-21 03:00:00,969 - Train: 91.93% [1150100/1251000] [919.3/1000.0] [batch_t 0.473 (0.433)] [data_t 0.015] [optim_t 0.457] [lr 0.000077] [CE 4.243 (3.756)] [KD 1.902 (1.604)] +2024-10-21 03:00:22,666 - Train: 91.94% [1150150/1251000] [919.4/1000.0] [batch_t 0.415 (0.434)] [data_t 0.016] [optim_t 0.399] [lr 0.000077] [CE 3.648 (3.658)] [KD 1.516 (1.549)] +2024-10-21 03:00:44,425 - Train: 91.94% [1150200/1251000] [919.4/1000.0] [batch_t 0.900 (0.435)] [data_t 0.015] [optim_t 0.885] [lr 0.000077] [CE 3.885 (3.707)] [KD 1.708 (1.582)] +2024-10-21 03:01:06,547 - Train: 91.95% [1150250/1251000] [919.5/1000.0] [batch_t 0.471 (0.442)] [data_t 0.015] [optim_t 0.456] [lr 0.000077] [CE 3.488 (3.717)] [KD 1.504 (1.578)] +2024-10-21 03:01:30,032 - Train: 91.95% [1150300/1251000] [919.5/1000.0] [batch_t 0.457 (0.470)] [data_t 0.015] [optim_t 0.441] [lr 0.000077] [CE 3.448 (3.733)] [KD 1.364 (1.569)] +2024-10-21 03:01:51,185 - Train: 91.95% [1150350/1251000] [919.5/1000.0] [batch_t 0.435 (0.423)] [data_t 0.015] [optim_t 0.420] [lr 0.000077] [CE 3.950 (3.786)] [KD 1.607 (1.590)] +2024-10-21 03:02:12,913 - Train: 91.96% [1150400/1251000] [919.6/1000.0] [batch_t 0.384 (0.434)] [data_t 0.016] [optim_t 0.368] [lr 0.000077] [CE 3.545 (3.734)] [KD 1.621 (1.587)] +2024-10-21 03:02:34,824 - Train: 91.96% [1150450/1251000] [919.6/1000.0] [batch_t 0.440 (0.438)] [data_t 0.015] [optim_t 0.425] [lr 0.000077] [CE 3.885 (3.757)] [KD 1.710 (1.606)] +2024-10-21 03:02:56,186 - Train: 91.97% [1150500/1251000] [919.7/1000.0] [batch_t 0.434 (0.427)] [data_t 0.015] [optim_t 0.419] [lr 0.000077] [CE 3.754 (3.667)] [KD 1.569 (1.537)] +2024-10-21 03:03:18,021 - Train: 91.97% [1150550/1251000] [919.7/1000.0] [batch_t 0.361 (0.437)] [data_t 0.015] [optim_t 0.345] [lr 0.000077] [CE 4.046 (3.712)] [KD 1.678 (1.569)] +2024-10-21 03:03:39,442 - Train: 91.97% [1150600/1251000] [919.7/1000.0] [batch_t 0.470 (0.428)] [data_t 0.015] [optim_t 0.455] [lr 0.000077] [CE 3.383 (3.741)] [KD 1.336 (1.589)] +2024-10-21 03:04:01,030 - Train: 91.98% [1150650/1251000] [919.8/1000.0] [batch_t 0.449 (0.432)] [data_t 0.015] [optim_t 0.433] [lr 0.000077] [CE 3.747 (3.790)] [KD 1.524 (1.618)] +2024-10-21 03:04:22,421 - Train: 91.98% [1150700/1251000] [919.8/1000.0] [batch_t 0.406 (0.428)] [data_t 0.015] [optim_t 0.390] [lr 0.000077] [CE 3.513 (3.732)] [KD 1.396 (1.578)] +2024-10-21 03:04:43,651 - Train: 91.99% [1150750/1251000] [919.9/1000.0] [batch_t 0.361 (0.424)] [data_t 0.015] [optim_t 0.346] [lr 0.000077] [CE 3.971 (3.754)] [KD 1.654 (1.585)] +2024-10-21 03:05:05,821 - Train: 91.99% [1150800/1251000] [919.9/1000.0] [batch_t 0.981 (0.443)] [data_t 0.015] [optim_t 0.966] [lr 0.000077] [CE 3.737 (3.673)] [KD 1.663 (1.566)] +2024-10-21 03:05:27,717 - Train: 91.99% [1150850/1251000] [919.9/1000.0] [batch_t 0.368 (0.438)] [data_t 0.016] [optim_t 0.352] [lr 0.000077] [CE 3.876 (3.693)] [KD 1.623 (1.547)] +2024-10-21 03:05:49,050 - Train: 92.00% [1150900/1251000] [920.0/1000.0] [batch_t 0.411 (0.427)] [data_t 0.015] [optim_t 0.396] [lr 0.000077] [CE 3.167 (3.654)] [KD 1.385 (1.554)] +2024-10-21 03:06:18,540 - Test (net): 100.00% [50/50] [batch_t 0.139 (0.433)] [top1_cnt 41537] [top5_cnt 48172] [top_all 50000] +2024-10-21 03:06:18,541 - net: 83.074 (96.344) +2024-10-21 03:06:41,008 - Test (net_E): 100.00% [50/50] [batch_t 0.153 (0.443)] [top1_cnt 41728] [top5_cnt 48269] [top_all 50000] +2024-10-21 03:06:41,009 - net_E: 83.456 (96.538) +2024-10-21 03:06:41,191 - Max [top1: 83.074 (epoch: 920)] [top1-ema: 83.456 (epoch: 920)] +2024-10-21 03:06:41,191 - ==> Total time: 6 days, 3:24:49 Eta: 12:49:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 03:06:59,879 - Train: 92.00% [1150950/1251000] [920.0/1000.0] [batch_t 0.367 (0.430)] [data_t 0.015] [optim_t 0.351] [lr 0.000077] [CE 3.934 (3.738)] [KD 1.684 (1.573)] +2024-10-21 03:07:21,523 - Train: 92.01% [1151000/1251000] [920.1/1000.0] [batch_t 0.456 (0.433)] [data_t 0.016] [optim_t 0.441] [lr 0.000077] [CE 3.814 (3.733)] [KD 1.703 (1.579)] +2024-10-21 03:07:44,279 - Train: 92.01% [1151050/1251000] [920.1/1000.0] [batch_t 0.359 (0.455)] [data_t 0.015] [optim_t 0.344] [lr 0.000077] [CE 3.762 (3.727)] [KD 1.507 (1.588)] +2024-10-21 03:08:05,767 - Train: 92.01% [1151100/1251000] [920.1/1000.0] [batch_t 0.451 (0.430)] [data_t 0.015] [optim_t 0.436] [lr 0.000076] [CE 3.404 (3.778)] [KD 1.468 (1.604)] +2024-10-21 03:08:28,107 - Train: 92.02% [1151150/1251000] [920.2/1000.0] [batch_t 0.371 (0.447)] [data_t 0.015] [optim_t 0.356] [lr 0.000076] [CE 3.715 (3.752)] [KD 1.476 (1.591)] +2024-10-21 03:08:49,759 - Train: 92.02% [1151200/1251000] [920.2/1000.0] [batch_t 0.363 (0.433)] [data_t 0.015] [optim_t 0.348] [lr 0.000076] [CE 3.855 (3.717)] [KD 1.686 (1.572)] +2024-10-21 03:09:11,754 - Train: 92.03% [1151250/1251000] [920.3/1000.0] [batch_t 0.365 (0.440)] [data_t 0.015] [optim_t 0.350] [lr 0.000076] [CE 3.766 (3.690)] [KD 1.502 (1.568)] +2024-10-21 03:09:32,968 - Train: 92.03% [1151300/1251000] [920.3/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.000076] [CE 3.107 (3.660)] [KD 1.343 (1.545)] +2024-10-21 03:09:54,713 - Train: 92.03% [1151350/1251000] [920.3/1000.0] [batch_t 0.627 (0.435)] [data_t 0.015] [optim_t 0.612] [lr 0.000076] [CE 4.000 (3.723)] [KD 1.684 (1.572)] +2024-10-21 03:10:15,997 - Train: 92.04% [1151400/1251000] [920.4/1000.0] [batch_t 0.421 (0.426)] [data_t 0.015] [optim_t 0.406] [lr 0.000076] [CE 3.827 (3.722)] [KD 1.583 (1.581)] +2024-10-21 03:10:37,740 - Train: 92.04% [1151450/1251000] [920.4/1000.0] [batch_t 0.361 (0.435)] [data_t 0.015] [optim_t 0.346] [lr 0.000076] [CE 3.618 (3.732)] [KD 1.443 (1.598)] +2024-10-21 03:10:58,754 - Train: 92.05% [1151500/1251000] [920.5/1000.0] [batch_t 0.454 (0.420)] [data_t 0.016] [optim_t 0.439] [lr 0.000076] [CE 3.489 (3.722)] [KD 1.502 (1.565)] +2024-10-21 03:11:19,579 - Train: 92.05% [1151550/1251000] [920.5/1000.0] [batch_t 0.432 (0.416)] [data_t 0.016] [optim_t 0.416] [lr 0.000076] [CE 3.917 (3.681)] [KD 1.735 (1.558)] +2024-10-21 03:11:41,005 - Train: 92.05% [1151600/1251000] [920.5/1000.0] [batch_t 0.379 (0.428)] [data_t 0.016] [optim_t 0.363] [lr 0.000076] [CE 3.587 (3.701)] [KD 1.511 (1.568)] +2024-10-21 03:12:02,413 - Train: 92.06% [1151650/1251000] [920.6/1000.0] [batch_t 0.454 (0.428)] [data_t 0.015] [optim_t 0.438] [lr 0.000076] [CE 3.890 (3.749)] [KD 1.718 (1.588)] +2024-10-21 03:12:23,610 - Train: 92.06% [1151700/1251000] [920.6/1000.0] [batch_t 0.365 (0.424)] [data_t 0.015] [optim_t 0.350] [lr 0.000076] [CE 3.858 (3.763)] [KD 1.707 (1.597)] +2024-10-21 03:12:44,882 - Train: 92.07% [1151750/1251000] [920.7/1000.0] [batch_t 0.470 (0.425)] [data_t 0.015] [optim_t 0.455] [lr 0.000076] [CE 3.906 (3.649)] [KD 1.659 (1.541)] +2024-10-21 03:13:06,730 - Train: 92.07% [1151800/1251000] [920.7/1000.0] [batch_t 0.404 (0.437)] [data_t 0.015] [optim_t 0.388] [lr 0.000076] [CE 3.603 (3.711)] [KD 1.486 (1.575)] +2024-10-21 03:13:27,223 - Train: 92.07% [1151850/1251000] [920.7/1000.0] [batch_t 0.465 (0.410)] [data_t 0.016] [optim_t 0.450] [lr 0.000076] [CE 3.604 (3.741)] [KD 1.508 (1.572)] +2024-10-21 03:13:49,026 - Train: 92.08% [1151900/1251000] [920.8/1000.0] [batch_t 0.381 (0.436)] [data_t 0.015] [optim_t 0.366] [lr 0.000076] [CE 4.042 (3.727)] [KD 1.687 (1.587)] +2024-10-21 03:14:10,370 - Train: 92.08% [1151950/1251000] [920.8/1000.0] [batch_t 0.365 (0.427)] [data_t 0.016] [optim_t 0.349] [lr 0.000076] [CE 3.845 (3.746)] [KD 1.616 (1.573)] +2024-10-21 03:14:31,801 - Train: 92.09% [1152000/1251000] [920.9/1000.0] [batch_t 0.419 (0.428)] [data_t 0.015] [optim_t 0.403] [lr 0.000076] [CE 3.390 (3.702)] [KD 1.508 (1.563)] +2024-10-21 03:14:52,886 - Train: 92.09% [1152050/1251000] [920.9/1000.0] [batch_t 0.367 (0.422)] [data_t 0.016] [optim_t 0.351] [lr 0.000076] [CE 3.989 (3.675)] [KD 1.754 (1.550)] +2024-10-21 03:15:14,439 - Train: 92.09% [1152100/1251000] [920.9/1000.0] [batch_t 0.367 (0.431)] [data_t 0.016] [optim_t 0.351] [lr 0.000076] [CE 3.757 (3.732)] [KD 1.554 (1.574)] +2024-10-21 03:15:35,217 - Train: 92.10% [1152150/1251000] [921.0/1000.0] [batch_t 0.377 (0.415)] [data_t 0.015] [optim_t 0.362] [lr 0.000076] [CE 3.657 (3.775)] [KD 1.629 (1.593)] +2024-10-21 03:16:05,562 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 41570] [top5_cnt 48243] [top_all 50000] +2024-10-21 03:16:05,563 - net: 83.140 (96.486) +2024-10-21 03:16:27,026 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 41749] [top5_cnt 48269] [top_all 50000] +2024-10-21 03:16:27,027 - net_E: 83.498 (96.538) +2024-10-21 03:16:27,181 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 03:16:27,182 - ==> Total time: 6 days, 3:34:35 Eta: 12:39:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 03:16:45,958 - Train: 92.10% [1152200/1251000] [921.0/1000.0] [batch_t 0.364 (0.436)] [data_t 0.015] [optim_t 0.348] [lr 0.000075] [CE 3.483 (3.680)] [KD 1.408 (1.541)] +2024-10-21 03:17:06,428 - Train: 92.11% [1152250/1251000] [921.1/1000.0] [batch_t 0.404 (0.409)] [data_t 0.058] [optim_t 0.346] [lr 0.000075] [CE 3.985 (3.766)] [KD 1.801 (1.608)] +2024-10-21 03:17:28,219 - Train: 92.11% [1152300/1251000] [921.1/1000.0] [batch_t 0.357 (0.436)] [data_t 0.015] [optim_t 0.342] [lr 0.000075] [CE 3.758 (3.786)] [KD 1.624 (1.612)] +2024-10-21 03:17:50,036 - Train: 92.11% [1152350/1251000] [921.1/1000.0] [batch_t 0.358 (0.436)] [data_t 0.015] [optim_t 0.343] [lr 0.000075] [CE 4.069 (3.759)] [KD 1.769 (1.588)] +2024-10-21 03:18:11,939 - Train: 92.12% [1152400/1251000] [921.2/1000.0] [batch_t 0.440 (0.438)] [data_t 0.015] [optim_t 0.424] [lr 0.000075] [CE 4.172 (3.743)] [KD 1.848 (1.571)] +2024-10-21 03:18:33,404 - Train: 92.12% [1152450/1251000] [921.2/1000.0] [batch_t 0.418 (0.429)] [data_t 0.072] [optim_t 0.346] [lr 0.000075] [CE 4.123 (3.748)] [KD 1.684 (1.567)] +2024-10-21 03:18:54,672 - Train: 92.13% [1152500/1251000] [921.3/1000.0] [batch_t 0.492 (0.425)] [data_t 0.144] [optim_t 0.348] [lr 0.000075] [CE 4.156 (3.761)] [KD 1.737 (1.587)] +2024-10-21 03:19:16,930 - Train: 92.13% [1152550/1251000] [921.3/1000.0] [batch_t 0.441 (0.445)] [data_t 0.094] [optim_t 0.347] [lr 0.000075] [CE 3.551 (3.709)] [KD 1.360 (1.574)] +2024-10-21 03:19:39,137 - Train: 92.13% [1152600/1251000] [921.3/1000.0] [batch_t 0.409 (0.444)] [data_t 0.064] [optim_t 0.345] [lr 0.000075] [CE 4.059 (3.762)] [KD 1.709 (1.583)] +2024-10-21 03:20:01,129 - Train: 92.14% [1152650/1251000] [921.4/1000.0] [batch_t 0.406 (0.440)] [data_t 0.058] [optim_t 0.348] [lr 0.000075] [CE 3.517 (3.663)] [KD 1.542 (1.545)] +2024-10-21 03:20:22,803 - Train: 92.14% [1152700/1251000] [921.4/1000.0] [batch_t 0.430 (0.433)] [data_t 0.086] [optim_t 0.344] [lr 0.000075] [CE 4.158 (3.672)] [KD 1.782 (1.557)] +2024-10-21 03:20:44,444 - Train: 92.15% [1152750/1251000] [921.5/1000.0] [batch_t 0.512 (0.433)] [data_t 0.163] [optim_t 0.348] [lr 0.000075] [CE 4.422 (3.734)] [KD 1.831 (1.579)] +2024-10-21 03:21:06,481 - Train: 92.15% [1152800/1251000] [921.5/1000.0] [batch_t 0.403 (0.441)] [data_t 0.052] [optim_t 0.351] [lr 0.000075] [CE 3.895 (3.778)] [KD 1.694 (1.606)] +2024-10-21 03:21:27,665 - Train: 92.15% [1152850/1251000] [921.5/1000.0] [batch_t 0.399 (0.424)] [data_t 0.054] [optim_t 0.345] [lr 0.000075] [CE 3.236 (3.683)] [KD 1.401 (1.544)] +2024-10-21 03:21:48,425 - Train: 92.16% [1152900/1251000] [921.6/1000.0] [batch_t 0.425 (0.415)] [data_t 0.077] [optim_t 0.348] [lr 0.000075] [CE 3.751 (3.729)] [KD 1.633 (1.578)] +2024-10-21 03:22:09,710 - Train: 92.16% [1152950/1251000] [921.6/1000.0] [batch_t 0.499 (0.426)] [data_t 0.016] [optim_t 0.483] [lr 0.000075] [CE 3.324 (3.674)] [KD 1.400 (1.539)] +2024-10-21 03:22:32,233 - Train: 92.17% [1153000/1251000] [921.7/1000.0] [batch_t 0.426 (0.450)] [data_t 0.016] [optim_t 0.410] [lr 0.000075] [CE 3.588 (3.660)] [KD 1.467 (1.533)] +2024-10-21 03:22:54,065 - Train: 92.17% [1153050/1251000] [921.7/1000.0] [batch_t 0.452 (0.437)] [data_t 0.016] [optim_t 0.436] [lr 0.000075] [CE 3.871 (3.730)] [KD 1.617 (1.590)] +2024-10-21 03:23:15,600 - Train: 92.17% [1153100/1251000] [921.7/1000.0] [batch_t 0.381 (0.431)] [data_t 0.015] [optim_t 0.365] [lr 0.000075] [CE 3.462 (3.755)] [KD 1.541 (1.592)] +2024-10-21 03:23:37,014 - Train: 92.18% [1153150/1251000] [921.8/1000.0] [batch_t 0.419 (0.428)] [data_t 0.015] [optim_t 0.404] [lr 0.000075] [CE 3.828 (3.731)] [KD 1.642 (1.565)] +2024-10-21 03:23:59,018 - Train: 92.18% [1153200/1251000] [921.8/1000.0] [batch_t 0.450 (0.440)] [data_t 0.016] [optim_t 0.435] [lr 0.000075] [CE 3.445 (3.746)] [KD 1.404 (1.557)] +2024-10-21 03:24:20,664 - Train: 92.19% [1153250/1251000] [921.9/1000.0] [batch_t 0.406 (0.433)] [data_t 0.015] [optim_t 0.390] [lr 0.000075] [CE 3.117 (3.675)] [KD 1.371 (1.542)] +2024-10-21 03:24:43,065 - Train: 92.19% [1153300/1251000] [921.9/1000.0] [batch_t 0.361 (0.448)] [data_t 0.016] [optim_t 0.346] [lr 0.000074] [CE 3.479 (3.723)] [KD 1.618 (1.569)] +2024-10-21 03:25:04,968 - Train: 92.19% [1153350/1251000] [921.9/1000.0] [batch_t 0.492 (0.438)] [data_t 0.015] [optim_t 0.477] [lr 0.000074] [CE 4.034 (3.788)] [KD 1.689 (1.593)] +2024-10-21 03:25:26,954 - Train: 92.20% [1153400/1251000] [922.0/1000.0] [batch_t 0.411 (0.440)] [data_t 0.015] [optim_t 0.395] [lr 0.000074] [CE 3.663 (3.760)] [KD 1.558 (1.585)] +2024-10-21 03:25:57,409 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41513] [top5_cnt 48235] [top_all 50000] +2024-10-21 03:25:57,409 - net: 83.026 (96.470) +2024-10-21 03:26:18,758 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 41727] [top5_cnt 48278] [top_all 50000] +2024-10-21 03:26:18,758 - net_E: 83.454 (96.556) +2024-10-21 03:26:18,918 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 03:26:18,918 - ==> Total time: 6 days, 3:44:27 Eta: 12:29:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 03:26:35,952 - Train: 92.20% [1153450/1251000] [922.0/1000.0] [batch_t 0.543 (0.555)] [data_t 0.200] [optim_t 0.344] [lr 0.000074] [CE 3.471 (3.720)] [KD 1.458 (1.571)] +2024-10-21 03:26:58,364 - Train: 92.21% [1153500/1251000] [922.1/1000.0] [batch_t 0.387 (0.448)] [data_t 0.040] [optim_t 0.348] [lr 0.000074] [CE 3.610 (3.692)] [KD 1.485 (1.562)] +2024-10-21 03:27:19,697 - Train: 92.21% [1153550/1251000] [922.1/1000.0] [batch_t 0.442 (0.427)] [data_t 0.100] [optim_t 0.342] [lr 0.000074] [CE 3.530 (3.760)] [KD 1.386 (1.593)] +2024-10-21 03:27:40,383 - Train: 92.21% [1153600/1251000] [922.1/1000.0] [batch_t 0.454 (0.414)] [data_t 0.111] [optim_t 0.344] [lr 0.000074] [CE 3.216 (3.760)] [KD 1.343 (1.597)] +2024-10-21 03:28:01,895 - Train: 92.22% [1153650/1251000] [922.2/1000.0] [batch_t 0.430 (0.430)] [data_t 0.015] [optim_t 0.415] [lr 0.000074] [CE 4.024 (3.730)] [KD 1.745 (1.571)] +2024-10-21 03:28:23,042 - Train: 92.22% [1153700/1251000] [922.2/1000.0] [batch_t 0.365 (0.423)] [data_t 0.015] [optim_t 0.350] [lr 0.000074] [CE 3.986 (3.736)] [KD 1.641 (1.571)] +2024-10-21 03:28:44,519 - Train: 92.23% [1153750/1251000] [922.3/1000.0] [batch_t 0.493 (0.429)] [data_t 0.016] [optim_t 0.477] [lr 0.000074] [CE 3.994 (3.726)] [KD 1.772 (1.585)] +2024-10-21 03:29:06,918 - Train: 92.23% [1153800/1251000] [922.3/1000.0] [batch_t 0.536 (0.448)] [data_t 0.015] [optim_t 0.520] [lr 0.000074] [CE 3.187 (3.694)] [KD 1.326 (1.556)] +2024-10-21 03:29:29,864 - Train: 92.23% [1153850/1251000] [922.3/1000.0] [batch_t 0.455 (0.459)] [data_t 0.015] [optim_t 0.439] [lr 0.000074] [CE 3.812 (3.773)] [KD 1.673 (1.597)] +2024-10-21 03:29:52,036 - Train: 92.24% [1153900/1251000] [922.4/1000.0] [batch_t 0.502 (0.443)] [data_t 0.016] [optim_t 0.487] [lr 0.000074] [CE 3.241 (3.707)] [KD 1.340 (1.571)] +2024-10-21 03:30:12,242 - Train: 92.24% [1153950/1251000] [922.4/1000.0] [batch_t 0.414 (0.404)] [data_t 0.015] [optim_t 0.399] [lr 0.000074] [CE 3.096 (3.726)] [KD 1.222 (1.556)] +2024-10-21 03:30:34,192 - Train: 92.25% [1154000/1251000] [922.5/1000.0] [batch_t 0.482 (0.439)] [data_t 0.139] [optim_t 0.343] [lr 0.000074] [CE 3.478 (3.723)] [KD 1.363 (1.564)] +2024-10-21 03:30:56,492 - Train: 92.25% [1154050/1251000] [922.5/1000.0] [batch_t 0.473 (0.446)] [data_t 0.131] [optim_t 0.342] [lr 0.000074] [CE 3.547 (3.744)] [KD 1.545 (1.592)] +2024-10-21 03:31:18,478 - Train: 92.25% [1154100/1251000] [922.5/1000.0] [batch_t 0.456 (0.440)] [data_t 0.110] [optim_t 0.346] [lr 0.000074] [CE 4.088 (3.702)] [KD 1.725 (1.554)] +2024-10-21 03:31:40,724 - Train: 92.26% [1154150/1251000] [922.6/1000.0] [batch_t 0.383 (0.445)] [data_t 0.039] [optim_t 0.344] [lr 0.000074] [CE 3.999 (3.715)] [KD 1.662 (1.569)] +2024-10-21 03:32:03,133 - Train: 92.26% [1154200/1251000] [922.6/1000.0] [batch_t 0.406 (0.448)] [data_t 0.062] [optim_t 0.344] [lr 0.000074] [CE 3.595 (3.743)] [KD 1.533 (1.585)] +2024-10-21 03:32:25,284 - Train: 92.27% [1154250/1251000] [922.7/1000.0] [batch_t 0.433 (0.443)] [data_t 0.086] [optim_t 0.347] [lr 0.000074] [CE 3.687 (3.690)] [KD 1.586 (1.540)] +2024-10-21 03:32:47,285 - Train: 92.27% [1154300/1251000] [922.7/1000.0] [batch_t 0.446 (0.440)] [data_t 0.098] [optim_t 0.348] [lr 0.000074] [CE 3.841 (3.738)] [KD 1.522 (1.577)] +2024-10-21 03:33:08,973 - Train: 92.27% [1154350/1251000] [922.7/1000.0] [batch_t 0.367 (0.434)] [data_t 0.023] [optim_t 0.344] [lr 0.000074] [CE 3.577 (3.668)] [KD 1.331 (1.558)] +2024-10-21 03:33:30,806 - Train: 92.28% [1154400/1251000] [922.8/1000.0] [batch_t 0.446 (0.437)] [data_t 0.102] [optim_t 0.344] [lr 0.000073] [CE 3.272 (3.713)] [KD 1.217 (1.564)] +2024-10-21 03:33:52,111 - Train: 92.28% [1154450/1251000] [922.8/1000.0] [batch_t 0.441 (0.426)] [data_t 0.095] [optim_t 0.346] [lr 0.000073] [CE 3.749 (3.675)] [KD 1.548 (1.533)] +2024-10-21 03:34:13,593 - Train: 92.29% [1154500/1251000] [922.9/1000.0] [batch_t 0.440 (0.429)] [data_t 0.095] [optim_t 0.345] [lr 0.000073] [CE 3.616 (3.713)] [KD 1.576 (1.557)] +2024-10-21 03:34:36,344 - Train: 92.29% [1154550/1251000] [922.9/1000.0] [batch_t 0.363 (0.455)] [data_t 0.015] [optim_t 0.348] [lr 0.000073] [CE 4.098 (3.658)] [KD 1.602 (1.536)] +2024-10-21 03:34:57,775 - Train: 92.29% [1154600/1251000] [922.9/1000.0] [batch_t 0.489 (0.429)] [data_t 0.060] [optim_t 0.429] [lr 0.000073] [CE 4.163 (3.832)] [KD 1.802 (1.630)] +2024-10-21 03:35:19,943 - Train: 92.30% [1154650/1251000] [923.0/1000.0] [batch_t 0.418 (0.443)] [data_t 0.071] [optim_t 0.347] [lr 0.000073] [CE 3.837 (3.716)] [KD 1.466 (1.569)] +2024-10-21 03:35:50,381 - Test (net): 100.00% [50/50] [batch_t 0.161 (0.421)] [top1_cnt 41565] [top5_cnt 48197] [top_all 50000] +2024-10-21 03:35:50,381 - net: 83.130 (96.394) +2024-10-21 03:36:11,978 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.424)] [top1_cnt 41719] [top5_cnt 48281] [top_all 50000] +2024-10-21 03:36:11,978 - net_E: 83.438 (96.562) +2024-10-21 03:36:12,143 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 03:36:12,143 - ==> Total time: 6 days, 3:54:20 Eta: 12:20:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 03:36:28,904 - Train: 92.30% [1154700/1251000] [923.0/1000.0] [batch_t 0.361 (0.570)] [data_t 0.015] [optim_t 0.345] [lr 0.000073] [CE 4.054 (3.665)] [KD 1.742 (1.536)] +2024-10-21 03:36:50,224 - Train: 92.31% [1154750/1251000] [923.1/1000.0] [batch_t 0.502 (0.426)] [data_t 0.016] [optim_t 0.486] [lr 0.000073] [CE 3.265 (3.725)] [KD 1.375 (1.576)] +2024-10-21 03:37:12,334 - Train: 92.31% [1154800/1251000] [923.1/1000.0] [batch_t 0.363 (0.442)] [data_t 0.016] [optim_t 0.348] [lr 0.000073] [CE 3.796 (3.717)] [KD 1.600 (1.562)] +2024-10-21 03:37:33,932 - Train: 92.31% [1154850/1251000] [923.1/1000.0] [batch_t 0.417 (0.432)] [data_t 0.016] [optim_t 0.401] [lr 0.000073] [CE 3.808 (3.802)] [KD 1.641 (1.598)] +2024-10-21 03:37:55,555 - Train: 92.32% [1154900/1251000] [923.2/1000.0] [batch_t 0.427 (0.432)] [data_t 0.015] [optim_t 0.412] [lr 0.000073] [CE 3.985 (3.740)] [KD 1.618 (1.565)] +2024-10-21 03:38:17,230 - Train: 92.32% [1154950/1251000] [923.2/1000.0] [batch_t 0.369 (0.433)] [data_t 0.016] [optim_t 0.354] [lr 0.000073] [CE 3.963 (3.663)] [KD 1.788 (1.527)] +2024-10-21 03:38:38,555 - Train: 92.33% [1155000/1251000] [923.3/1000.0] [batch_t 0.522 (0.426)] [data_t 0.016] [optim_t 0.506] [lr 0.000073] [CE 3.533 (3.736)] [KD 1.440 (1.550)] +2024-10-21 03:38:59,871 - Train: 92.33% [1155050/1251000] [923.3/1000.0] [batch_t 0.391 (0.426)] [data_t 0.015] [optim_t 0.375] [lr 0.000073] [CE 3.640 (3.717)] [KD 1.453 (1.552)] +2024-10-21 03:39:21,498 - Train: 92.33% [1155100/1251000] [923.3/1000.0] [batch_t 0.364 (0.432)] [data_t 0.015] [optim_t 0.348] [lr 0.000073] [CE 3.995 (3.771)] [KD 1.605 (1.583)] +2024-10-21 03:39:44,448 - Train: 92.34% [1155150/1251000] [923.4/1000.0] [batch_t 0.466 (0.459)] [data_t 0.016] [optim_t 0.450] [lr 0.000073] [CE 3.787 (3.707)] [KD 1.580 (1.553)] +2024-10-21 03:40:06,656 - Train: 92.34% [1155200/1251000] [923.4/1000.0] [batch_t 0.407 (0.444)] [data_t 0.016] [optim_t 0.392] [lr 0.000073] [CE 4.028 (3.679)] [KD 1.695 (1.542)] +2024-10-21 03:40:29,423 - Train: 92.35% [1155250/1251000] [923.5/1000.0] [batch_t 0.451 (0.455)] [data_t 0.016] [optim_t 0.435] [lr 0.000073] [CE 3.298 (3.694)] [KD 1.323 (1.557)] +2024-10-21 03:40:51,834 - Train: 92.35% [1155300/1251000] [923.5/1000.0] [batch_t 0.465 (0.448)] [data_t 0.015] [optim_t 0.450] [lr 0.000073] [CE 3.641 (3.716)] [KD 1.526 (1.554)] +2024-10-21 03:41:15,064 - Train: 92.35% [1155350/1251000] [923.5/1000.0] [batch_t 0.473 (0.464)] [data_t 0.016] [optim_t 0.458] [lr 0.000073] [CE 4.021 (3.743)] [KD 1.784 (1.587)] +2024-10-21 03:41:37,891 - Train: 92.36% [1155400/1251000] [923.6/1000.0] [batch_t 0.460 (0.456)] [data_t 0.015] [optim_t 0.444] [lr 0.000073] [CE 3.996 (3.733)] [KD 1.711 (1.574)] +2024-10-21 03:41:59,341 - Train: 92.36% [1155450/1251000] [923.6/1000.0] [batch_t 0.416 (0.429)] [data_t 0.016] [optim_t 0.400] [lr 0.000073] [CE 3.769 (3.770)] [KD 1.595 (1.600)] +2024-10-21 03:42:20,510 - Train: 92.37% [1155500/1251000] [923.7/1000.0] [batch_t 0.401 (0.423)] [data_t 0.016] [optim_t 0.386] [lr 0.000073] [CE 3.469 (3.733)] [KD 1.434 (1.573)] +2024-10-21 03:42:42,339 - Train: 92.37% [1155550/1251000] [923.7/1000.0] [batch_t 0.369 (0.436)] [data_t 0.016] [optim_t 0.353] [lr 0.000072] [CE 3.970 (3.757)] [KD 1.671 (1.591)] +2024-10-21 03:43:04,765 - Train: 92.37% [1155600/1251000] [923.7/1000.0] [batch_t 0.420 (0.448)] [data_t 0.016] [optim_t 0.404] [lr 0.000072] [CE 3.849 (3.796)] [KD 1.668 (1.600)] +2024-10-21 03:43:26,501 - Train: 92.38% [1155650/1251000] [923.8/1000.0] [batch_t 0.458 (0.435)] [data_t 0.015] [optim_t 0.442] [lr 0.000072] [CE 3.919 (3.708)] [KD 1.641 (1.556)] +2024-10-21 03:43:49,414 - Train: 92.38% [1155700/1251000] [923.8/1000.0] [batch_t 0.471 (0.458)] [data_t 0.015] [optim_t 0.455] [lr 0.000072] [CE 3.827 (3.776)] [KD 1.589 (1.612)] +2024-10-21 03:44:11,178 - Train: 92.39% [1155750/1251000] [923.9/1000.0] [batch_t 0.472 (0.435)] [data_t 0.016] [optim_t 0.457] [lr 0.000072] [CE 3.491 (3.741)] [KD 1.499 (1.575)] +2024-10-21 03:44:33,418 - Train: 92.39% [1155800/1251000] [923.9/1000.0] [batch_t 0.443 (0.445)] [data_t 0.097] [optim_t 0.345] [lr 0.000072] [CE 3.757 (3.713)] [KD 1.738 (1.581)] +2024-10-21 03:44:57,019 - Train: 92.39% [1155850/1251000] [923.9/1000.0] [batch_t 0.398 (0.472)] [data_t 0.050] [optim_t 0.347] [lr 0.000072] [CE 3.650 (3.792)] [KD 1.448 (1.601)] +2024-10-21 03:45:18,036 - Train: 92.40% [1155900/1251000] [924.0/1000.0] [batch_t 0.360 (0.420)] [data_t 0.016] [optim_t 0.345] [lr 0.000072] [CE 3.741 (3.712)] [KD 1.632 (1.570)] +2024-10-21 03:45:49,500 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41488] [top5_cnt 48214] [top_all 50000] +2024-10-21 03:45:49,500 - net: 82.976 (96.428) +2024-10-21 03:46:11,040 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41700] [top5_cnt 48289] [top_all 50000] +2024-10-21 03:46:11,040 - net_E: 83.400 (96.578) +2024-10-21 03:46:11,200 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 03:46:11,201 - ==> Total time: 6 days, 4:04:19 Eta: 12:10:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 03:46:27,551 - Train: 92.40% [1155950/1251000] [924.0/1000.0] [batch_t 0.364 (0.565)] [data_t 0.016] [optim_t 0.348] [lr 0.000072] [CE 3.815 (3.738)] [KD 1.697 (1.561)] +2024-10-21 03:46:49,647 - Train: 92.41% [1156000/1251000] [924.1/1000.0] [batch_t 0.421 (0.442)] [data_t 0.079] [optim_t 0.342] [lr 0.000072] [CE 3.792 (3.675)] [KD 1.695 (1.550)] +2024-10-21 03:47:11,695 - Train: 92.41% [1156050/1251000] [924.1/1000.0] [batch_t 0.480 (0.441)] [data_t 0.137] [optim_t 0.342] [lr 0.000072] [CE 3.495 (3.850)] [KD 1.480 (1.625)] +2024-10-21 03:47:33,849 - Train: 92.41% [1156100/1251000] [924.1/1000.0] [batch_t 0.415 (0.443)] [data_t 0.072] [optim_t 0.344] [lr 0.000072] [CE 4.114 (3.763)] [KD 1.780 (1.593)] +2024-10-21 03:47:55,854 - Train: 92.42% [1156150/1251000] [924.2/1000.0] [batch_t 0.461 (0.440)] [data_t 0.115] [optim_t 0.346] [lr 0.000072] [CE 3.359 (3.720)] [KD 1.390 (1.558)] +2024-10-21 03:48:17,563 - Train: 92.42% [1156200/1251000] [924.2/1000.0] [batch_t 0.433 (0.434)] [data_t 0.091] [optim_t 0.342] [lr 0.000072] [CE 3.778 (3.707)] [KD 1.561 (1.543)] +2024-10-21 03:48:39,170 - Train: 92.43% [1156250/1251000] [924.3/1000.0] [batch_t 0.436 (0.432)] [data_t 0.093] [optim_t 0.343] [lr 0.000072] [CE 3.459 (3.714)] [KD 1.455 (1.550)] +2024-10-21 03:49:00,670 - Train: 92.43% [1156300/1251000] [924.3/1000.0] [batch_t 0.361 (0.430)] [data_t 0.016] [optim_t 0.345] [lr 0.000072] [CE 4.013 (3.785)] [KD 1.659 (1.600)] +2024-10-21 03:49:21,974 - Train: 92.43% [1156350/1251000] [924.3/1000.0] [batch_t 0.414 (0.426)] [data_t 0.065] [optim_t 0.349] [lr 0.000072] [CE 3.543 (3.722)] [KD 1.605 (1.567)] +2024-10-21 03:49:43,258 - Train: 92.44% [1156400/1251000] [924.4/1000.0] [batch_t 0.458 (0.426)] [data_t 0.107] [optim_t 0.351] [lr 0.000072] [CE 3.735 (3.675)] [KD 1.518 (1.535)] +2024-10-21 03:50:04,225 - Train: 92.44% [1156450/1251000] [924.4/1000.0] [batch_t 0.412 (0.419)] [data_t 0.067] [optim_t 0.345] [lr 0.000072] [CE 3.766 (3.710)] [KD 1.518 (1.566)] +2024-10-21 03:50:25,371 - Train: 92.45% [1156500/1251000] [924.5/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.000072] [CE 4.113 (3.751)] [KD 1.638 (1.568)] +2024-10-21 03:50:47,278 - Train: 92.45% [1156550/1251000] [924.5/1000.0] [batch_t 0.435 (0.438)] [data_t 0.092] [optim_t 0.344] [lr 0.000072] [CE 3.868 (3.746)] [KD 1.657 (1.574)] +2024-10-21 03:51:10,269 - Train: 92.45% [1156600/1251000] [924.5/1000.0] [batch_t 0.436 (0.460)] [data_t 0.092] [optim_t 0.344] [lr 0.000072] [CE 3.538 (3.706)] [KD 1.495 (1.557)] +2024-10-21 03:51:32,008 - Train: 92.46% [1156650/1251000] [924.6/1000.0] [batch_t 0.362 (0.435)] [data_t 0.016] [optim_t 0.347] [lr 0.000071] [CE 3.164 (3.724)] [KD 1.279 (1.577)] +2024-10-21 03:51:53,886 - Train: 92.46% [1156700/1251000] [924.6/1000.0] [batch_t 0.435 (0.437)] [data_t 0.090] [optim_t 0.346] [lr 0.000071] [CE 3.854 (3.639)] [KD 1.655 (1.524)] +2024-10-21 03:52:16,589 - Train: 92.47% [1156750/1251000] [924.7/1000.0] [batch_t 0.469 (0.454)] [data_t 0.123] [optim_t 0.346] [lr 0.000071] [CE 3.344 (3.672)] [KD 1.390 (1.534)] +2024-10-21 03:52:38,617 - Train: 92.47% [1156800/1251000] [924.7/1000.0] [batch_t 0.394 (0.440)] [data_t 0.050] [optim_t 0.344] [lr 0.000071] [CE 3.141 (3.732)] [KD 1.271 (1.573)] +2024-10-21 03:53:00,712 - Train: 92.47% [1156850/1251000] [924.7/1000.0] [batch_t 0.436 (0.442)] [data_t 0.089] [optim_t 0.347] [lr 0.000071] [CE 3.703 (3.745)] [KD 1.509 (1.597)] +2024-10-21 03:53:22,212 - Train: 92.48% [1156900/1251000] [924.8/1000.0] [batch_t 0.455 (0.430)] [data_t 0.113] [optim_t 0.342] [lr 0.000071] [CE 3.566 (3.758)] [KD 1.658 (1.588)] +2024-10-21 03:53:44,289 - Train: 92.48% [1156950/1251000] [924.8/1000.0] [batch_t 0.446 (0.441)] [data_t 0.016] [optim_t 0.430] [lr 0.000071] [CE 3.317 (3.754)] [KD 1.310 (1.579)] +2024-10-21 03:54:06,067 - Train: 92.49% [1157000/1251000] [924.9/1000.0] [batch_t 0.438 (0.435)] [data_t 0.015] [optim_t 0.423] [lr 0.000071] [CE 3.925 (3.726)] [KD 1.592 (1.560)] +2024-10-21 03:54:26,933 - Train: 92.49% [1157050/1251000] [924.9/1000.0] [batch_t 0.442 (0.417)] [data_t 0.015] [optim_t 0.427] [lr 0.000071] [CE 3.476 (3.733)] [KD 1.426 (1.570)] +2024-10-21 03:54:48,479 - Train: 92.49% [1157100/1251000] [924.9/1000.0] [batch_t 0.480 (0.431)] [data_t 0.015] [optim_t 0.465] [lr 0.000071] [CE 3.729 (3.805)] [KD 1.521 (1.595)] +2024-10-21 03:55:10,822 - Train: 92.50% [1157150/1251000] [925.0/1000.0] [batch_t 0.461 (0.447)] [data_t 0.016] [optim_t 0.445] [lr 0.000071] [CE 3.917 (3.706)] [KD 1.641 (1.554)] +2024-10-21 03:55:43,572 - Test (net): 100.00% [50/50] [batch_t 0.134 (0.447)] [top1_cnt 41475] [top5_cnt 48225] [top_all 50000] +2024-10-21 03:55:43,572 - net: 82.950 (96.450) +2024-10-21 03:56:05,581 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.433)] [top1_cnt 41703] [top5_cnt 48284] [top_all 50000] +2024-10-21 03:56:05,581 - net_E: 83.406 (96.568) +2024-10-21 03:56:05,768 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 03:56:05,769 - ==> Total time: 6 days, 4:14:14 Eta: 12:01:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 03:56:21,776 - Train: 92.50% [1157200/1251000] [925.0/1000.0] [batch_t 0.362 (0.584)] [data_t 0.016] [optim_t 0.347] [lr 0.000071] [CE 3.472 (3.654)] [KD 1.395 (1.539)] +2024-10-21 03:56:42,121 - Train: 92.51% [1157250/1251000] [925.1/1000.0] [batch_t 0.363 (0.407)] [data_t 0.015] [optim_t 0.348] [lr 0.000071] [CE 3.266 (3.689)] [KD 1.284 (1.552)] +2024-10-21 03:57:03,130 - Train: 92.51% [1157300/1251000] [925.1/1000.0] [batch_t 0.438 (0.420)] [data_t 0.015] [optim_t 0.422] [lr 0.000071] [CE 3.626 (3.697)] [KD 1.563 (1.564)] +2024-10-21 03:57:24,477 - Train: 92.51% [1157350/1251000] [925.1/1000.0] [batch_t 0.466 (0.427)] [data_t 0.015] [optim_t 0.450] [lr 0.000071] [CE 3.914 (3.738)] [KD 1.730 (1.580)] +2024-10-21 03:57:45,765 - Train: 92.52% [1157400/1251000] [925.2/1000.0] [batch_t 0.399 (0.426)] [data_t 0.015] [optim_t 0.383] [lr 0.000071] [CE 3.930 (3.755)] [KD 1.585 (1.560)] +2024-10-21 03:58:06,930 - Train: 92.52% [1157450/1251000] [925.2/1000.0] [batch_t 0.362 (0.423)] [data_t 0.015] [optim_t 0.347] [lr 0.000071] [CE 3.957 (3.684)] [KD 1.697 (1.546)] +2024-10-21 03:58:28,452 - Train: 92.53% [1157500/1251000] [925.3/1000.0] [batch_t 0.359 (0.430)] [data_t 0.015] [optim_t 0.344] [lr 0.000071] [CE 3.766 (3.739)] [KD 1.569 (1.580)] +2024-10-21 03:58:49,388 - Train: 92.53% [1157550/1251000] [925.3/1000.0] [batch_t 0.453 (0.419)] [data_t 0.015] [optim_t 0.438] [lr 0.000071] [CE 3.408 (3.675)] [KD 1.351 (1.555)] +2024-10-21 03:59:10,654 - Train: 92.53% [1157600/1251000] [925.3/1000.0] [batch_t 0.382 (0.425)] [data_t 0.015] [optim_t 0.366] [lr 0.000071] [CE 3.741 (3.661)] [KD 1.565 (1.527)] +2024-10-21 03:59:32,865 - Train: 92.54% [1157650/1251000] [925.4/1000.0] [batch_t 0.361 (0.444)] [data_t 0.015] [optim_t 0.346] [lr 0.000071] [CE 4.090 (3.701)] [KD 1.846 (1.555)] +2024-10-21 03:59:55,016 - Train: 92.54% [1157700/1251000] [925.4/1000.0] [batch_t 0.488 (0.443)] [data_t 0.015] [optim_t 0.473] [lr 0.000071] [CE 3.386 (3.681)] [KD 1.378 (1.549)] +2024-10-21 04:00:16,906 - Train: 92.55% [1157750/1251000] [925.5/1000.0] [batch_t 0.432 (0.438)] [data_t 0.015] [optim_t 0.417] [lr 0.000071] [CE 4.096 (3.734)] [KD 1.675 (1.560)] +2024-10-21 04:00:38,527 - Train: 92.55% [1157800/1251000] [925.5/1000.0] [batch_t 0.447 (0.432)] [data_t 0.016] [optim_t 0.431] [lr 0.000070] [CE 3.859 (3.737)] [KD 1.711 (1.567)] +2024-10-21 04:01:00,612 - Train: 92.55% [1157850/1251000] [925.5/1000.0] [batch_t 0.508 (0.442)] [data_t 0.015] [optim_t 0.492] [lr 0.000070] [CE 3.439 (3.722)] [KD 1.491 (1.575)] +2024-10-21 04:01:22,814 - Train: 92.56% [1157900/1251000] [925.6/1000.0] [batch_t 0.442 (0.444)] [data_t 0.016] [optim_t 0.427] [lr 0.000070] [CE 3.751 (3.725)] [KD 1.607 (1.573)] +2024-10-21 04:01:44,437 - Train: 92.56% [1157950/1251000] [925.6/1000.0] [batch_t 0.445 (0.432)] [data_t 0.015] [optim_t 0.429] [lr 0.000070] [CE 3.659 (3.712)] [KD 1.402 (1.548)] +2024-10-21 04:02:06,228 - Train: 92.57% [1158000/1251000] [925.7/1000.0] [batch_t 0.455 (0.436)] [data_t 0.015] [optim_t 0.440] [lr 0.000070] [CE 3.226 (3.727)] [KD 1.329 (1.591)] +2024-10-21 04:02:27,639 - Train: 92.57% [1158050/1251000] [925.7/1000.0] [batch_t 0.362 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.000070] [CE 3.921 (3.684)] [KD 1.653 (1.551)] +2024-10-21 04:02:49,726 - Train: 92.57% [1158100/1251000] [925.7/1000.0] [batch_t 0.436 (0.442)] [data_t 0.093] [optim_t 0.343] [lr 0.000070] [CE 3.731 (3.668)] [KD 1.539 (1.522)] +2024-10-21 04:03:13,075 - Train: 92.58% [1158150/1251000] [925.8/1000.0] [batch_t 0.500 (0.467)] [data_t 0.158] [optim_t 0.342] [lr 0.000070] [CE 3.676 (3.775)] [KD 1.491 (1.584)] +2024-10-21 04:03:34,891 - Train: 92.58% [1158200/1251000] [925.8/1000.0] [batch_t 0.363 (0.436)] [data_t 0.015] [optim_t 0.347] [lr 0.000070] [CE 3.814 (3.753)] [KD 1.530 (1.582)] +2024-10-21 04:03:55,661 - Train: 92.59% [1158250/1251000] [925.9/1000.0] [batch_t 0.505 (0.415)] [data_t 0.108] [optim_t 0.397] [lr 0.000070] [CE 3.512 (3.660)] [KD 1.481 (1.529)] +2024-10-21 04:04:17,848 - Train: 92.59% [1158300/1251000] [925.9/1000.0] [batch_t 0.470 (0.444)] [data_t 0.015] [optim_t 0.454] [lr 0.000070] [CE 3.461 (3.685)] [KD 1.436 (1.538)] +2024-10-21 04:04:40,929 - Train: 92.59% [1158350/1251000] [925.9/1000.0] [batch_t 0.516 (0.462)] [data_t 0.015] [optim_t 0.501] [lr 0.000070] [CE 3.402 (3.742)] [KD 1.354 (1.553)] +2024-10-21 04:05:04,024 - Train: 92.60% [1158400/1251000] [926.0/1000.0] [batch_t 0.448 (0.462)] [data_t 0.015] [optim_t 0.432] [lr 0.000070] [CE 3.318 (3.698)] [KD 1.382 (1.558)] +2024-10-21 04:05:38,516 - Test (net): 100.00% [50/50] [batch_t 0.152 (0.474)] [top1_cnt 41541] [top5_cnt 48193] [top_all 50000] +2024-10-21 04:05:38,517 - net: 83.082 (96.386) +2024-10-21 04:06:00,601 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41706] [top5_cnt 48289] [top_all 50000] +2024-10-21 04:06:00,601 - net_E: 83.412 (96.578) +2024-10-21 04:06:00,822 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 04:06:00,823 - ==> Total time: 6 days, 4:24:09 Eta: 11:51:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 04:06:16,271 - Train: 92.60% [1158450/1251000] [926.0/1000.0] [batch_t 0.362 (0.567)] [data_t 0.016] [optim_t 0.346] [lr 0.000070] [CE 3.697 (3.668)] [KD 1.518 (1.539)] +2024-10-21 04:06:38,692 - Train: 92.61% [1158500/1251000] [926.1/1000.0] [batch_t 0.466 (0.448)] [data_t 0.015] [optim_t 0.451] [lr 0.000070] [CE 3.538 (3.709)] [KD 1.406 (1.537)] +2024-10-21 04:07:02,092 - Train: 92.61% [1158550/1251000] [926.1/1000.0] [batch_t 0.445 (0.468)] [data_t 0.015] [optim_t 0.429] [lr 0.000070] [CE 3.580 (3.739)] [KD 1.474 (1.582)] +2024-10-21 04:07:24,816 - Train: 92.61% [1158600/1251000] [926.1/1000.0] [batch_t 0.461 (0.454)] [data_t 0.015] [optim_t 0.446] [lr 0.000070] [CE 3.353 (3.670)] [KD 1.470 (1.536)] +2024-10-21 04:07:46,919 - Train: 92.62% [1158650/1251000] [926.2/1000.0] [batch_t 0.563 (0.442)] [data_t 0.015] [optim_t 0.547] [lr 0.000070] [CE 3.659 (3.613)] [KD 1.648 (1.525)] +2024-10-21 04:08:08,245 - Train: 92.62% [1158700/1251000] [926.2/1000.0] [batch_t 0.418 (0.426)] [data_t 0.015] [optim_t 0.403] [lr 0.000070] [CE 3.887 (3.712)] [KD 1.620 (1.557)] +2024-10-21 04:08:29,279 - Train: 92.63% [1158750/1251000] [926.3/1000.0] [batch_t 0.409 (0.421)] [data_t 0.015] [optim_t 0.393] [lr 0.000070] [CE 3.387 (3.797)] [KD 1.371 (1.615)] +2024-10-21 04:08:50,870 - Train: 92.63% [1158800/1251000] [926.3/1000.0] [batch_t 0.360 (0.432)] [data_t 0.015] [optim_t 0.344] [lr 0.000070] [CE 3.885 (3.645)] [KD 1.578 (1.519)] +2024-10-21 04:09:12,046 - Train: 92.63% [1158850/1251000] [926.3/1000.0] [batch_t 0.363 (0.423)] [data_t 0.015] [optim_t 0.348] [lr 0.000070] [CE 4.115 (3.689)] [KD 1.756 (1.551)] +2024-10-21 04:09:33,821 - Train: 92.64% [1158900/1251000] [926.4/1000.0] [batch_t 0.433 (0.435)] [data_t 0.015] [optim_t 0.418] [lr 0.000070] [CE 3.409 (3.683)] [KD 1.386 (1.543)] +2024-10-21 04:09:56,449 - Train: 92.64% [1158950/1251000] [926.4/1000.0] [batch_t 0.448 (0.452)] [data_t 0.015] [optim_t 0.433] [lr 0.000070] [CE 3.940 (3.706)] [KD 1.653 (1.543)] +2024-10-21 04:10:18,773 - Train: 92.65% [1159000/1251000] [926.5/1000.0] [batch_t 0.405 (0.446)] [data_t 0.015] [optim_t 0.390] [lr 0.000069] [CE 3.915 (3.681)] [KD 1.720 (1.543)] +2024-10-21 04:10:40,968 - Train: 92.65% [1159050/1251000] [926.5/1000.0] [batch_t 0.379 (0.444)] [data_t 0.015] [optim_t 0.363] [lr 0.000069] [CE 3.960 (3.642)] [KD 1.802 (1.531)] +2024-10-21 04:11:03,808 - Train: 92.65% [1159100/1251000] [926.5/1000.0] [batch_t 0.492 (0.457)] [data_t 0.015] [optim_t 0.477] [lr 0.000069] [CE 3.172 (3.662)] [KD 1.343 (1.528)] +2024-10-21 04:11:25,663 - Train: 92.66% [1159150/1251000] [926.6/1000.0] [batch_t 0.447 (0.437)] [data_t 0.016] [optim_t 0.431] [lr 0.000069] [CE 3.377 (3.749)] [KD 1.266 (1.579)] +2024-10-21 04:11:46,944 - Train: 92.66% [1159200/1251000] [926.6/1000.0] [batch_t 0.412 (0.426)] [data_t 0.015] [optim_t 0.397] [lr 0.000069] [CE 3.876 (3.708)] [KD 1.617 (1.537)] +2024-10-21 04:12:09,234 - Train: 92.67% [1159250/1251000] [926.7/1000.0] [batch_t 0.402 (0.446)] [data_t 0.015] [optim_t 0.386] [lr 0.000069] [CE 3.861 (3.725)] [KD 1.592 (1.566)] +2024-10-21 04:12:31,957 - Train: 92.67% [1159300/1251000] [926.7/1000.0] [batch_t 0.419 (0.454)] [data_t 0.016] [optim_t 0.403] [lr 0.000069] [CE 3.549 (3.809)] [KD 1.483 (1.609)] +2024-10-21 04:12:54,655 - Train: 92.67% [1159350/1251000] [926.7/1000.0] [batch_t 0.440 (0.454)] [data_t 0.016] [optim_t 0.424] [lr 0.000069] [CE 3.407 (3.708)] [KD 1.366 (1.565)] +2024-10-21 04:13:17,060 - Train: 92.68% [1159400/1251000] [926.8/1000.0] [batch_t 0.437 (0.448)] [data_t 0.016] [optim_t 0.421] [lr 0.000069] [CE 3.671 (3.701)] [KD 1.608 (1.559)] +2024-10-21 04:13:39,865 - Train: 92.68% [1159450/1251000] [926.8/1000.0] [batch_t 0.507 (0.456)] [data_t 0.015] [optim_t 0.491] [lr 0.000069] [CE 3.515 (3.711)] [KD 1.502 (1.543)] +2024-10-21 04:14:01,821 - Train: 92.69% [1159500/1251000] [926.9/1000.0] [batch_t 0.479 (0.439)] [data_t 0.015] [optim_t 0.464] [lr 0.000069] [CE 3.945 (3.801)] [KD 1.700 (1.596)] +2024-10-21 04:14:24,044 - Train: 92.69% [1159550/1251000] [926.9/1000.0] [batch_t 0.429 (0.444)] [data_t 0.015] [optim_t 0.414] [lr 0.000069] [CE 4.043 (3.682)] [KD 1.746 (1.547)] +2024-10-21 04:14:45,073 - Train: 92.69% [1159600/1251000] [926.9/1000.0] [batch_t 0.464 (0.420)] [data_t 0.015] [optim_t 0.449] [lr 0.000069] [CE 3.801 (3.759)] [KD 1.729 (1.594)] +2024-10-21 04:15:06,099 - Train: 92.70% [1159650/1251000] [927.0/1000.0] [batch_t 0.446 (0.420)] [data_t 0.015] [optim_t 0.431] [lr 0.000069] [CE 3.552 (3.742)] [KD 1.529 (1.570)] +2024-10-21 04:15:38,144 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41519] [top5_cnt 48219] [top_all 50000] +2024-10-21 04:15:38,145 - net: 83.038 (96.438) +2024-10-21 04:15:59,941 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41711] [top5_cnt 48286] [top_all 50000] +2024-10-21 04:15:59,942 - net_E: 83.422 (96.572) +2024-10-21 04:16:00,114 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 04:16:00,115 - ==> Total time: 6 days, 4:34:08 Eta: 11:41:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 04:16:15,135 - Train: 92.70% [1159700/1251000] [927.0/1000.0] [batch_t 0.361 (0.588)] [data_t 0.015] [optim_t 0.346] [lr 0.000069] [CE 3.691 (3.754)] [KD 1.574 (1.578)] +2024-10-21 04:16:36,314 - Train: 92.71% [1159750/1251000] [927.1/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.000069] [CE 4.141 (3.811)] [KD 1.751 (1.608)] +2024-10-21 04:16:57,302 - Train: 92.71% [1159800/1251000] [927.1/1000.0] [batch_t 0.380 (0.420)] [data_t 0.016] [optim_t 0.365] [lr 0.000069] [CE 3.585 (3.746)] [KD 1.496 (1.569)] +2024-10-21 04:17:18,915 - Train: 92.71% [1159850/1251000] [927.1/1000.0] [batch_t 0.363 (0.432)] [data_t 0.016] [optim_t 0.348] [lr 0.000069] [CE 4.170 (3.836)] [KD 1.707 (1.614)] +2024-10-21 04:17:41,451 - Train: 92.72% [1159900/1251000] [927.2/1000.0] [batch_t 0.475 (0.451)] [data_t 0.015] [optim_t 0.459] [lr 0.000069] [CE 3.820 (3.767)] [KD 1.586 (1.577)] +2024-10-21 04:18:03,625 - Train: 92.72% [1159950/1251000] [927.2/1000.0] [batch_t 0.516 (0.443)] [data_t 0.016] [optim_t 0.500] [lr 0.000069] [CE 3.363 (3.675)] [KD 1.367 (1.540)] +2024-10-21 04:18:26,125 - Train: 92.73% [1160000/1251000] [927.3/1000.0] [batch_t 0.400 (0.450)] [data_t 0.015] [optim_t 0.385] [lr 0.000069] [CE 3.705 (3.731)] [KD 1.553 (1.557)] +2024-10-21 04:18:48,181 - Train: 92.73% [1160050/1251000] [927.3/1000.0] [batch_t 0.403 (0.441)] [data_t 0.015] [optim_t 0.387] [lr 0.000069] [CE 4.068 (3.706)] [KD 1.616 (1.563)] +2024-10-21 04:19:10,260 - Train: 92.73% [1160100/1251000] [927.3/1000.0] [batch_t 0.420 (0.441)] [data_t 0.015] [optim_t 0.405] [lr 0.000069] [CE 3.505 (3.694)] [KD 1.515 (1.555)] +2024-10-21 04:19:31,944 - Train: 92.74% [1160150/1251000] [927.4/1000.0] [batch_t 0.455 (0.434)] [data_t 0.015] [optim_t 0.440] [lr 0.000068] [CE 3.697 (3.674)] [KD 1.587 (1.524)] +2024-10-21 04:19:53,581 - Train: 92.74% [1160200/1251000] [927.4/1000.0] [batch_t 0.399 (0.433)] [data_t 0.015] [optim_t 0.383] [lr 0.000068] [CE 3.503 (3.762)] [KD 1.410 (1.579)] +2024-10-21 04:20:15,800 - Train: 92.75% [1160250/1251000] [927.5/1000.0] [batch_t 0.439 (0.444)] [data_t 0.015] [optim_t 0.424] [lr 0.000068] [CE 3.406 (3.672)] [KD 1.384 (1.535)] +2024-10-21 04:20:37,744 - Train: 92.75% [1160300/1251000] [927.5/1000.0] [batch_t 0.479 (0.439)] [data_t 0.015] [optim_t 0.463] [lr 0.000068] [CE 3.738 (3.786)] [KD 1.650 (1.586)] +2024-10-21 04:20:59,166 - Train: 92.75% [1160350/1251000] [927.5/1000.0] [batch_t 0.363 (0.428)] [data_t 0.016] [optim_t 0.347] [lr 0.000068] [CE 3.929 (3.696)] [KD 1.646 (1.552)] +2024-10-21 04:21:21,357 - Train: 92.76% [1160400/1251000] [927.6/1000.0] [batch_t 0.384 (0.444)] [data_t 0.016] [optim_t 0.368] [lr 0.000068] [CE 3.518 (3.749)] [KD 1.400 (1.588)] +2024-10-21 04:21:43,925 - Train: 92.76% [1160450/1251000] [927.6/1000.0] [batch_t 0.396 (0.451)] [data_t 0.015] [optim_t 0.381] [lr 0.000068] [CE 3.846 (3.769)] [KD 1.664 (1.579)] +2024-10-21 04:22:06,202 - Train: 92.77% [1160500/1251000] [927.7/1000.0] [batch_t 0.556 (0.445)] [data_t 0.015] [optim_t 0.541] [lr 0.000068] [CE 3.741 (3.723)] [KD 1.688 (1.547)] +2024-10-21 04:22:27,922 - Train: 92.77% [1160550/1251000] [927.7/1000.0] [batch_t 0.541 (0.434)] [data_t 0.015] [optim_t 0.526] [lr 0.000068] [CE 3.689 (3.743)] [KD 1.560 (1.563)] +2024-10-21 04:22:50,266 - Train: 92.77% [1160600/1251000] [927.7/1000.0] [batch_t 0.421 (0.447)] [data_t 0.015] [optim_t 0.405] [lr 0.000068] [CE 3.863 (3.713)] [KD 1.513 (1.551)] +2024-10-21 04:23:12,692 - Train: 92.78% [1160650/1251000] [927.8/1000.0] [batch_t 0.468 (0.448)] [data_t 0.015] [optim_t 0.452] [lr 0.000068] [CE 3.494 (3.727)] [KD 1.555 (1.562)] +2024-10-21 04:23:35,136 - Train: 92.78% [1160700/1251000] [927.8/1000.0] [batch_t 0.421 (0.449)] [data_t 0.015] [optim_t 0.406] [lr 0.000068] [CE 3.992 (3.703)] [KD 1.714 (1.559)] +2024-10-21 04:23:57,967 - Train: 92.79% [1160750/1251000] [927.9/1000.0] [batch_t 0.558 (0.457)] [data_t 0.016] [optim_t 0.542] [lr 0.000068] [CE 3.772 (3.669)] [KD 1.531 (1.521)] +2024-10-21 04:24:20,820 - Train: 92.79% [1160800/1251000] [927.9/1000.0] [batch_t 0.440 (0.457)] [data_t 0.015] [optim_t 0.425] [lr 0.000068] [CE 3.871 (3.736)] [KD 1.692 (1.560)] +2024-10-21 04:24:43,410 - Train: 92.79% [1160850/1251000] [927.9/1000.0] [batch_t 0.423 (0.452)] [data_t 0.015] [optim_t 0.408] [lr 0.000068] [CE 3.538 (3.730)] [KD 1.540 (1.578)] +2024-10-21 04:25:05,747 - Train: 92.80% [1160900/1251000] [928.0/1000.0] [batch_t 0.475 (0.447)] [data_t 0.015] [optim_t 0.459] [lr 0.000068] [CE 3.995 (3.708)] [KD 1.806 (1.541)] +2024-10-21 04:25:39,638 - Test (net): 100.00% [50/50] [batch_t 0.134 (0.451)] [top1_cnt 41548] [top5_cnt 48230] [top_all 50000] +2024-10-21 04:25:39,639 - net: 83.096 (96.460) +2024-10-21 04:26:02,267 - Test (net_E): 100.00% [50/50] [batch_t 0.132 (0.446)] [top1_cnt 41717] [top5_cnt 48280] [top_all 50000] +2024-10-21 04:26:02,267 - net_E: 83.434 (96.560) +2024-10-21 04:26:02,429 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 04:26:02,430 - ==> Total time: 6 days, 4:44:11 Eta: 11:32:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 04:26:18,858 - Train: 92.80% [1160950/1251000] [928.0/1000.0] [batch_t 0.360 (0.519)] [data_t 0.015] [optim_t 0.345] [lr 0.000068] [CE 3.315 (3.589)] [KD 1.367 (1.499)] +2024-10-21 04:26:39,468 - Train: 92.81% [1161000/1251000] [928.1/1000.0] [batch_t 0.474 (0.412)] [data_t 0.016] [optim_t 0.459] [lr 0.000068] [CE 3.903 (3.761)] [KD 1.628 (1.579)] +2024-10-21 04:27:01,147 - Train: 92.81% [1161050/1251000] [928.1/1000.0] [batch_t 0.482 (0.433)] [data_t 0.015] [optim_t 0.467] [lr 0.000068] [CE 3.567 (3.793)] [KD 1.488 (1.598)] +2024-10-21 04:27:22,252 - Train: 92.81% [1161100/1251000] [928.1/1000.0] [batch_t 0.411 (0.422)] [data_t 0.015] [optim_t 0.396] [lr 0.000068] [CE 3.376 (3.740)] [KD 1.403 (1.556)] +2024-10-21 04:27:43,749 - Train: 92.82% [1161150/1251000] [928.2/1000.0] [batch_t 0.419 (0.430)] [data_t 0.016] [optim_t 0.403] [lr 0.000068] [CE 3.672 (3.773)] [KD 1.521 (1.597)] +2024-10-21 04:28:05,616 - Train: 92.82% [1161200/1251000] [928.2/1000.0] [batch_t 0.455 (0.437)] [data_t 0.015] [optim_t 0.440] [lr 0.000068] [CE 3.776 (3.755)] [KD 1.683 (1.587)] +2024-10-21 04:28:27,466 - Train: 92.83% [1161250/1251000] [928.3/1000.0] [batch_t 0.377 (0.437)] [data_t 0.016] [optim_t 0.361] [lr 0.000068] [CE 3.575 (3.736)] [KD 1.354 (1.564)] +2024-10-21 04:28:50,015 - Train: 92.83% [1161300/1251000] [928.3/1000.0] [batch_t 0.452 (0.451)] [data_t 0.015] [optim_t 0.437] [lr 0.000068] [CE 4.202 (3.715)] [KD 1.893 (1.554)] +2024-10-21 04:29:12,700 - Train: 92.83% [1161350/1251000] [928.3/1000.0] [batch_t 0.369 (0.454)] [data_t 0.016] [optim_t 0.353] [lr 0.000067] [CE 3.404 (3.703)] [KD 1.444 (1.565)] +2024-10-21 04:29:35,536 - Train: 92.84% [1161400/1251000] [928.4/1000.0] [batch_t 0.503 (0.457)] [data_t 0.016] [optim_t 0.488] [lr 0.000067] [CE 3.464 (3.727)] [KD 1.548 (1.559)] +2024-10-21 04:29:57,128 - Train: 92.84% [1161450/1251000] [928.4/1000.0] [batch_t 0.366 (0.432)] [data_t 0.016] [optim_t 0.351] [lr 0.000067] [CE 3.956 (3.709)] [KD 1.652 (1.551)] +2024-10-21 04:30:18,874 - Train: 92.85% [1161500/1251000] [928.5/1000.0] [batch_t 0.451 (0.435)] [data_t 0.016] [optim_t 0.435] [lr 0.000067] [CE 3.753 (3.755)] [KD 1.520 (1.563)] +2024-10-21 04:30:41,215 - Train: 92.85% [1161550/1251000] [928.5/1000.0] [batch_t 0.474 (0.447)] [data_t 0.016] [optim_t 0.459] [lr 0.000067] [CE 3.701 (3.684)] [KD 1.501 (1.536)] +2024-10-21 04:31:03,615 - Train: 92.85% [1161600/1251000] [928.5/1000.0] [batch_t 0.441 (0.448)] [data_t 0.016] [optim_t 0.425] [lr 0.000067] [CE 3.546 (3.692)] [KD 1.495 (1.550)] +2024-10-21 04:31:26,144 - Train: 92.86% [1161650/1251000] [928.6/1000.0] [batch_t 0.419 (0.450)] [data_t 0.016] [optim_t 0.404] [lr 0.000067] [CE 3.617 (3.773)] [KD 1.471 (1.579)] +2024-10-21 04:31:48,371 - Train: 92.86% [1161700/1251000] [928.6/1000.0] [batch_t 0.496 (0.444)] [data_t 0.016] [optim_t 0.480] [lr 0.000067] [CE 3.462 (3.735)] [KD 1.412 (1.580)] +2024-10-21 04:32:10,040 - Train: 92.87% [1161750/1251000] [928.7/1000.0] [batch_t 0.456 (0.433)] [data_t 0.016] [optim_t 0.441] [lr 0.000067] [CE 3.798 (3.753)] [KD 1.494 (1.570)] +2024-10-21 04:32:31,249 - Train: 92.87% [1161800/1251000] [928.7/1000.0] [batch_t 0.410 (0.424)] [data_t 0.016] [optim_t 0.394] [lr 0.000067] [CE 3.623 (3.669)] [KD 1.588 (1.541)] +2024-10-21 04:32:53,241 - Train: 92.87% [1161850/1251000] [928.7/1000.0] [batch_t 0.365 (0.440)] [data_t 0.016] [optim_t 0.349] [lr 0.000067] [CE 3.655 (3.778)] [KD 1.450 (1.595)] +2024-10-21 04:33:15,681 - Train: 92.88% [1161900/1251000] [928.8/1000.0] [batch_t 0.499 (0.449)] [data_t 0.016] [optim_t 0.483] [lr 0.000067] [CE 3.683 (3.705)] [KD 1.569 (1.555)] +2024-10-21 04:33:36,905 - Train: 92.88% [1161950/1251000] [928.8/1000.0] [batch_t 0.382 (0.424)] [data_t 0.016] [optim_t 0.366] [lr 0.000067] [CE 3.486 (3.653)] [KD 1.456 (1.536)] +2024-10-21 04:33:58,468 - Train: 92.89% [1162000/1251000] [928.9/1000.0] [batch_t 0.424 (0.431)] [data_t 0.015] [optim_t 0.409] [lr 0.000067] [CE 4.057 (3.783)] [KD 1.633 (1.584)] +2024-10-21 04:34:20,408 - Train: 92.89% [1162050/1251000] [928.9/1000.0] [batch_t 0.363 (0.439)] [data_t 0.015] [optim_t 0.348] [lr 0.000067] [CE 3.923 (3.725)] [KD 1.568 (1.549)] +2024-10-21 04:34:42,687 - Train: 92.89% [1162100/1251000] [928.9/1000.0] [batch_t 0.435 (0.445)] [data_t 0.088] [optim_t 0.346] [lr 0.000067] [CE 3.750 (3.773)] [KD 1.606 (1.590)] +2024-10-21 04:35:05,004 - Train: 92.90% [1162150/1251000] [929.0/1000.0] [batch_t 0.361 (0.446)] [data_t 0.015] [optim_t 0.345] [lr 0.000067] [CE 3.830 (3.701)] [KD 1.479 (1.548)] +2024-10-21 04:35:39,413 - Test (net): 100.00% [50/50] [batch_t 0.130 (0.446)] [top1_cnt 41521] [top5_cnt 48244] [top_all 50000] +2024-10-21 04:35:39,414 - net: 83.042 (96.488) +2024-10-21 04:36:01,716 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 41714] [top5_cnt 48283] [top_all 50000] +2024-10-21 04:36:01,717 - net_E: 83.428 (96.566) +2024-10-21 04:36:01,915 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 04:36:01,915 - ==> Total time: 6 days, 4:54:10 Eta: 11:22:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 04:36:17,220 - Train: 92.90% [1162200/1251000] [929.0/1000.0] [batch_t 0.367 (0.485)] [data_t 0.015] [optim_t 0.351] [lr 0.000067] [CE 3.639 (3.770)] [KD 1.553 (1.587)] +2024-10-21 04:36:37,561 - Train: 92.91% [1162250/1251000] [929.1/1000.0] [batch_t 0.438 (0.407)] [data_t 0.015] [optim_t 0.422] [lr 0.000067] [CE 3.498 (3.712)] [KD 1.361 (1.559)] +2024-10-21 04:37:00,557 - Train: 92.91% [1162300/1251000] [929.1/1000.0] [batch_t 0.478 (0.460)] [data_t 0.016] [optim_t 0.463] [lr 0.000067] [CE 3.562 (3.725)] [KD 1.460 (1.552)] +2024-10-21 04:37:23,315 - Train: 92.91% [1162350/1251000] [929.1/1000.0] [batch_t 0.414 (0.455)] [data_t 0.016] [optim_t 0.398] [lr 0.000067] [CE 3.980 (3.696)] [KD 1.710 (1.538)] +2024-10-21 04:37:44,669 - Train: 92.92% [1162400/1251000] [929.2/1000.0] [batch_t 0.368 (0.427)] [data_t 0.016] [optim_t 0.352] [lr 0.000067] [CE 3.437 (3.769)] [KD 1.365 (1.578)] +2024-10-21 04:38:06,601 - Train: 92.92% [1162450/1251000] [929.2/1000.0] [batch_t 0.458 (0.438)] [data_t 0.015] [optim_t 0.442] [lr 0.000067] [CE 4.056 (3.705)] [KD 1.723 (1.542)] +2024-10-21 04:38:29,039 - Train: 92.93% [1162500/1251000] [929.3/1000.0] [batch_t 0.476 (0.449)] [data_t 0.015] [optim_t 0.460] [lr 0.000067] [CE 4.127 (3.729)] [KD 1.735 (1.561)] +2024-10-21 04:38:51,190 - Train: 92.93% [1162550/1251000] [929.3/1000.0] [batch_t 0.428 (0.443)] [data_t 0.015] [optim_t 0.413] [lr 0.000066] [CE 3.655 (3.690)] [KD 1.602 (1.527)] +2024-10-21 04:39:12,839 - Train: 92.93% [1162600/1251000] [929.3/1000.0] [batch_t 0.445 (0.433)] [data_t 0.015] [optim_t 0.430] [lr 0.000066] [CE 4.008 (3.654)] [KD 1.612 (1.515)] +2024-10-21 04:39:34,560 - Train: 92.94% [1162650/1251000] [929.4/1000.0] [batch_t 0.421 (0.434)] [data_t 0.015] [optim_t 0.406] [lr 0.000066] [CE 3.984 (3.712)] [KD 1.700 (1.552)] +2024-10-21 04:39:58,169 - Train: 92.94% [1162700/1251000] [929.4/1000.0] [batch_t 0.443 (0.472)] [data_t 0.015] [optim_t 0.427] [lr 0.000066] [CE 4.351 (3.753)] [KD 1.846 (1.566)] +2024-10-21 04:40:20,390 - Train: 92.95% [1162750/1251000] [929.5/1000.0] [batch_t 0.376 (0.444)] [data_t 0.015] [optim_t 0.361] [lr 0.000066] [CE 3.693 (3.646)] [KD 1.454 (1.522)] +2024-10-21 04:40:42,968 - Train: 92.95% [1162800/1251000] [929.5/1000.0] [batch_t 0.492 (0.451)] [data_t 0.015] [optim_t 0.476] [lr 0.000066] [CE 3.686 (3.730)] [KD 1.408 (1.554)] +2024-10-21 04:41:05,358 - Train: 92.95% [1162850/1251000] [929.5/1000.0] [batch_t 0.438 (0.448)] [data_t 0.015] [optim_t 0.422] [lr 0.000066] [CE 3.335 (3.752)] [KD 1.461 (1.559)] +2024-10-21 04:41:28,697 - Train: 92.96% [1162900/1251000] [929.6/1000.0] [batch_t 0.594 (0.467)] [data_t 0.016] [optim_t 0.579] [lr 0.000066] [CE 4.058 (3.673)] [KD 1.656 (1.542)] +2024-10-21 04:41:52,194 - Train: 92.96% [1162950/1251000] [929.6/1000.0] [batch_t 0.434 (0.470)] [data_t 0.015] [optim_t 0.419] [lr 0.000066] [CE 4.034 (3.785)] [KD 1.806 (1.593)] +2024-10-21 04:42:14,254 - Train: 92.97% [1163000/1251000] [929.7/1000.0] [batch_t 0.397 (0.441)] [data_t 0.015] [optim_t 0.382] [lr 0.000066] [CE 3.405 (3.676)] [KD 1.395 (1.522)] +2024-10-21 04:42:36,378 - Train: 92.97% [1163050/1251000] [929.7/1000.0] [batch_t 0.494 (0.442)] [data_t 0.015] [optim_t 0.479] [lr 0.000066] [CE 4.044 (3.749)] [KD 1.811 (1.569)] +2024-10-21 04:42:58,930 - Train: 92.97% [1163100/1251000] [929.7/1000.0] [batch_t 0.464 (0.451)] [data_t 0.015] [optim_t 0.448] [lr 0.000066] [CE 3.162 (3.769)] [KD 1.308 (1.575)] +2024-10-21 04:43:20,986 - Train: 92.98% [1163150/1251000] [929.8/1000.0] [batch_t 0.452 (0.441)] [data_t 0.015] [optim_t 0.437] [lr 0.000066] [CE 3.488 (3.717)] [KD 1.580 (1.556)] +2024-10-21 04:43:43,454 - Train: 92.98% [1163200/1251000] [929.8/1000.0] [batch_t 0.361 (0.449)] [data_t 0.015] [optim_t 0.346] [lr 0.000066] [CE 3.849 (3.685)] [KD 1.547 (1.542)] +2024-10-21 04:44:05,071 - Train: 92.99% [1163250/1251000] [929.9/1000.0] [batch_t 0.473 (0.432)] [data_t 0.015] [optim_t 0.457] [lr 0.000066] [CE 3.875 (3.730)] [KD 1.665 (1.549)] +2024-10-21 04:44:27,006 - Train: 92.99% [1163300/1251000] [929.9/1000.0] [batch_t 0.471 (0.439)] [data_t 0.015] [optim_t 0.455] [lr 0.000066] [CE 3.369 (3.669)] [KD 1.474 (1.527)] +2024-10-21 04:44:48,605 - Train: 92.99% [1163350/1251000] [929.9/1000.0] [batch_t 0.473 (0.432)] [data_t 0.015] [optim_t 0.458] [lr 0.000066] [CE 3.717 (3.731)] [KD 1.636 (1.558)] +2024-10-21 04:45:10,482 - Train: 93.00% [1163400/1251000] [930.0/1000.0] [batch_t 0.424 (0.437)] [data_t 0.015] [optim_t 0.408] [lr 0.000066] [CE 3.613 (3.662)] [KD 1.545 (1.535)] +2024-10-21 04:45:45,913 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.454)] [top1_cnt 41551] [top5_cnt 48231] [top_all 50000] +2024-10-21 04:45:45,914 - net: 83.102 (96.462) +2024-10-21 04:46:07,551 - Test (net_E): 100.00% [50/50] [batch_t 0.160 (0.424)] [top1_cnt 41707] [top5_cnt 48280] [top_all 50000] +2024-10-21 04:46:07,551 - net_E: 83.414 (96.560) +2024-10-21 04:46:07,718 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 04:46:07,719 - ==> Total time: 6 days, 5:04:16 Eta: 11:13:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 04:46:22,644 - Train: 93.00% [1163450/1251000] [930.0/1000.0] [batch_t 0.361 (0.540)] [data_t 0.016] [optim_t 0.345] [lr 0.000066] [CE 3.428 (3.889)] [KD 1.433 (1.629)] +2024-10-21 04:46:42,975 - Train: 93.01% [1163500/1251000] [930.1/1000.0] [batch_t 0.361 (0.406)] [data_t 0.015] [optim_t 0.345] [lr 0.000066] [CE 3.302 (3.728)] [KD 1.334 (1.571)] +2024-10-21 04:47:04,651 - Train: 93.01% [1163550/1251000] [930.1/1000.0] [batch_t 0.487 (0.433)] [data_t 0.016] [optim_t 0.472] [lr 0.000066] [CE 3.478 (3.696)] [KD 1.487 (1.560)] +2024-10-21 04:47:26,388 - Train: 93.01% [1163600/1251000] [930.1/1000.0] [batch_t 0.482 (0.435)] [data_t 0.015] [optim_t 0.466] [lr 0.000066] [CE 3.340 (3.767)] [KD 1.409 (1.581)] +2024-10-21 04:47:48,296 - Train: 93.02% [1163650/1251000] [930.2/1000.0] [batch_t 0.418 (0.438)] [data_t 0.015] [optim_t 0.403] [lr 0.000066] [CE 3.230 (3.672)] [KD 1.292 (1.521)] +2024-10-21 04:48:10,619 - Train: 93.02% [1163700/1251000] [930.2/1000.0] [batch_t 0.513 (0.446)] [data_t 0.015] [optim_t 0.498] [lr 0.000066] [CE 3.506 (3.628)] [KD 1.349 (1.508)] +2024-10-21 04:48:32,585 - Train: 93.03% [1163750/1251000] [930.3/1000.0] [batch_t 0.402 (0.439)] [data_t 0.015] [optim_t 0.386] [lr 0.000066] [CE 3.692 (3.765)] [KD 1.483 (1.578)] +2024-10-21 04:48:55,044 - Train: 93.03% [1163800/1251000] [930.3/1000.0] [batch_t 0.457 (0.449)] [data_t 0.015] [optim_t 0.441] [lr 0.000065] [CE 4.020 (3.694)] [KD 1.735 (1.551)] +2024-10-21 04:49:17,255 - Train: 93.03% [1163850/1251000] [930.3/1000.0] [batch_t 0.468 (0.444)] [data_t 0.015] [optim_t 0.453] [lr 0.000065] [CE 3.579 (3.742)] [KD 1.498 (1.560)] +2024-10-21 04:49:39,154 - Train: 93.04% [1163900/1251000] [930.4/1000.0] [batch_t 0.455 (0.438)] [data_t 0.016] [optim_t 0.440] [lr 0.000065] [CE 3.809 (3.728)] [KD 1.611 (1.554)] +2024-10-21 04:50:01,040 - Train: 93.04% [1163950/1251000] [930.4/1000.0] [batch_t 0.406 (0.438)] [data_t 0.015] [optim_t 0.391] [lr 0.000065] [CE 4.171 (3.717)] [KD 1.709 (1.544)] +2024-10-21 04:50:23,438 - Train: 93.05% [1164000/1251000] [930.5/1000.0] [batch_t 0.361 (0.448)] [data_t 0.015] [optim_t 0.346] [lr 0.000065] [CE 4.003 (3.772)] [KD 1.740 (1.574)] +2024-10-21 04:50:45,452 - Train: 93.05% [1164050/1251000] [930.5/1000.0] [batch_t 0.493 (0.440)] [data_t 0.016] [optim_t 0.477] [lr 0.000065] [CE 3.895 (3.723)] [KD 1.624 (1.538)] +2024-10-21 04:51:08,605 - Train: 93.05% [1164100/1251000] [930.5/1000.0] [batch_t 0.476 (0.463)] [data_t 0.015] [optim_t 0.461] [lr 0.000065] [CE 3.535 (3.775)] [KD 1.490 (1.584)] +2024-10-21 04:51:31,115 - Train: 93.06% [1164150/1251000] [930.6/1000.0] [batch_t 0.446 (0.450)] [data_t 0.015] [optim_t 0.431] [lr 0.000065] [CE 3.572 (3.765)] [KD 1.391 (1.584)] +2024-10-21 04:51:53,004 - Train: 93.06% [1164200/1251000] [930.6/1000.0] [batch_t 0.397 (0.438)] [data_t 0.016] [optim_t 0.381] [lr 0.000065] [CE 3.651 (3.740)] [KD 1.592 (1.568)] +2024-10-21 04:52:15,042 - Train: 93.07% [1164250/1251000] [930.7/1000.0] [batch_t 0.422 (0.441)] [data_t 0.016] [optim_t 0.407] [lr 0.000065] [CE 4.088 (3.705)] [KD 1.576 (1.540)] +2024-10-21 04:52:37,116 - Train: 93.07% [1164300/1251000] [930.7/1000.0] [batch_t 0.501 (0.441)] [data_t 0.015] [optim_t 0.485] [lr 0.000065] [CE 3.659 (3.775)] [KD 1.425 (1.571)] +2024-10-21 04:52:59,939 - Train: 93.07% [1164350/1251000] [930.7/1000.0] [batch_t 0.472 (0.456)] [data_t 0.016] [optim_t 0.456] [lr 0.000065] [CE 3.394 (3.681)] [KD 1.490 (1.526)] +2024-10-21 04:53:22,135 - Train: 93.08% [1164400/1251000] [930.8/1000.0] [batch_t 0.421 (0.444)] [data_t 0.015] [optim_t 0.406] [lr 0.000065] [CE 3.909 (3.730)] [KD 1.624 (1.553)] +2024-10-21 04:53:44,342 - Train: 93.08% [1164450/1251000] [930.8/1000.0] [batch_t 0.399 (0.444)] [data_t 0.015] [optim_t 0.384] [lr 0.000065] [CE 3.947 (3.766)] [KD 1.614 (1.571)] +2024-10-21 04:54:06,735 - Train: 93.09% [1164500/1251000] [930.9/1000.0] [batch_t 0.528 (0.448)] [data_t 0.015] [optim_t 0.513] [lr 0.000065] [CE 4.146 (3.703)] [KD 1.660 (1.530)] +2024-10-21 04:54:29,754 - Train: 93.09% [1164550/1251000] [930.9/1000.0] [batch_t 0.523 (0.460)] [data_t 0.016] [optim_t 0.508] [lr 0.000065] [CE 3.381 (3.778)] [KD 1.526 (1.579)] +2024-10-21 04:54:52,302 - Train: 93.09% [1164600/1251000] [930.9/1000.0] [batch_t 0.409 (0.451)] [data_t 0.015] [optim_t 0.394] [lr 0.000065] [CE 3.933 (3.699)] [KD 1.463 (1.550)] +2024-10-21 04:55:14,440 - Train: 93.10% [1164650/1251000] [931.0/1000.0] [batch_t 0.460 (0.443)] [data_t 0.015] [optim_t 0.444] [lr 0.000065] [CE 3.821 (3.751)] [KD 1.461 (1.560)] +2024-10-21 04:55:49,036 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.433)] [top1_cnt 41565] [top5_cnt 48250] [top_all 50000] +2024-10-21 04:55:49,036 - net: 83.130 (96.500) +2024-10-21 04:56:11,324 - Test (net_E): 100.00% [50/50] [batch_t 0.143 (0.439)] [top1_cnt 41703] [top5_cnt 48288] [top_all 50000] +2024-10-21 04:56:11,325 - net_E: 83.406 (96.576) +2024-10-21 04:56:11,485 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 04:56:11,486 - ==> Total time: 6 days, 5:14:20 Eta: 11:03:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 04:56:25,965 - Train: 93.10% [1164700/1251000] [931.0/1000.0] [batch_t 0.363 (0.675)] [data_t 0.015] [optim_t 0.347] [lr 0.000065] [CE 3.055 (3.604)] [KD 1.210 (1.512)] +2024-10-21 04:56:47,567 - Train: 93.11% [1164750/1251000] [931.1/1000.0] [batch_t 0.446 (0.432)] [data_t 0.015] [optim_t 0.431] [lr 0.000065] [CE 3.437 (3.715)] [KD 1.481 (1.554)] +2024-10-21 04:57:09,855 - Train: 93.11% [1164800/1251000] [931.1/1000.0] [batch_t 0.373 (0.446)] [data_t 0.015] [optim_t 0.358] [lr 0.000065] [CE 3.812 (3.709)] [KD 1.628 (1.543)] +2024-10-21 04:57:32,097 - Train: 93.11% [1164850/1251000] [931.1/1000.0] [batch_t 0.523 (0.445)] [data_t 0.015] [optim_t 0.507] [lr 0.000065] [CE 3.912 (3.726)] [KD 1.655 (1.557)] +2024-10-21 04:57:54,250 - Train: 93.12% [1164900/1251000] [931.2/1000.0] [batch_t 0.419 (0.443)] [data_t 0.015] [optim_t 0.403] [lr 0.000065] [CE 3.767 (3.725)] [KD 1.604 (1.539)] +2024-10-21 04:58:16,586 - Train: 93.12% [1164950/1251000] [931.2/1000.0] [batch_t 0.468 (0.447)] [data_t 0.016] [optim_t 0.452] [lr 0.000065] [CE 3.737 (3.694)] [KD 1.543 (1.524)] +2024-10-21 04:58:39,071 - Train: 93.13% [1165000/1251000] [931.3/1000.0] [batch_t 0.402 (0.450)] [data_t 0.015] [optim_t 0.386] [lr 0.000064] [CE 3.827 (3.702)] [KD 1.745 (1.537)] +2024-10-21 04:59:01,402 - Train: 93.13% [1165050/1251000] [931.3/1000.0] [batch_t 0.467 (0.447)] [data_t 0.015] [optim_t 0.452] [lr 0.000064] [CE 3.737 (3.603)] [KD 1.660 (1.490)] +2024-10-21 04:59:23,495 - Train: 93.13% [1165100/1251000] [931.3/1000.0] [batch_t 0.379 (0.442)] [data_t 0.015] [optim_t 0.363] [lr 0.000064] [CE 4.157 (3.718)] [KD 1.632 (1.548)] +2024-10-21 04:59:45,200 - Train: 93.14% [1165150/1251000] [931.4/1000.0] [batch_t 0.450 (0.434)] [data_t 0.015] [optim_t 0.434] [lr 0.000064] [CE 3.627 (3.684)] [KD 1.574 (1.552)] +2024-10-21 05:00:07,980 - Train: 93.14% [1165200/1251000] [931.4/1000.0] [batch_t 0.481 (0.456)] [data_t 0.016] [optim_t 0.465] [lr 0.000064] [CE 3.883 (3.654)] [KD 1.698 (1.527)] +2024-10-21 05:00:29,184 - Train: 93.15% [1165250/1251000] [931.5/1000.0] [batch_t 0.523 (0.424)] [data_t 0.016] [optim_t 0.508] [lr 0.000064] [CE 3.875 (3.742)] [KD 1.632 (1.561)] +2024-10-21 05:00:50,195 - Train: 93.15% [1165300/1251000] [931.5/1000.0] [batch_t 0.368 (0.420)] [data_t 0.015] [optim_t 0.353] [lr 0.000064] [CE 3.629 (3.706)] [KD 1.465 (1.560)] +2024-10-21 05:01:10,799 - Train: 93.15% [1165350/1251000] [931.5/1000.0] [batch_t 0.362 (0.412)] [data_t 0.015] [optim_t 0.347] [lr 0.000064] [CE 3.835 (3.748)] [KD 1.579 (1.568)] +2024-10-21 05:01:32,142 - Train: 93.16% [1165400/1251000] [931.6/1000.0] [batch_t 0.407 (0.427)] [data_t 0.015] [optim_t 0.391] [lr 0.000064] [CE 4.018 (3.683)] [KD 1.855 (1.527)] +2024-10-21 05:01:53,536 - Train: 93.16% [1165450/1251000] [931.6/1000.0] [batch_t 0.373 (0.428)] [data_t 0.015] [optim_t 0.358] [lr 0.000064] [CE 4.086 (3.713)] [KD 1.636 (1.544)] +2024-10-21 05:02:15,575 - Train: 93.17% [1165500/1251000] [931.7/1000.0] [batch_t 0.413 (0.441)] [data_t 0.015] [optim_t 0.398] [lr 0.000064] [CE 3.828 (3.750)] [KD 1.614 (1.561)] +2024-10-21 05:02:37,416 - Train: 93.17% [1165550/1251000] [931.7/1000.0] [batch_t 0.475 (0.437)] [data_t 0.015] [optim_t 0.460] [lr 0.000064] [CE 4.189 (3.721)] [KD 1.693 (1.543)] +2024-10-21 05:02:59,577 - Train: 93.17% [1165600/1251000] [931.7/1000.0] [batch_t 0.357 (0.443)] [data_t 0.015] [optim_t 0.342] [lr 0.000064] [CE 3.263 (3.733)] [KD 1.223 (1.556)] +2024-10-21 05:03:21,772 - Train: 93.18% [1165650/1251000] [931.8/1000.0] [batch_t 0.470 (0.444)] [data_t 0.015] [optim_t 0.454] [lr 0.000064] [CE 3.336 (3.728)] [KD 1.411 (1.561)] +2024-10-21 05:03:44,447 - Train: 93.18% [1165700/1251000] [931.8/1000.0] [batch_t 0.464 (0.453)] [data_t 0.122] [optim_t 0.342] [lr 0.000064] [CE 3.552 (3.648)] [KD 1.555 (1.516)] +2024-10-21 05:04:06,170 - Train: 93.19% [1165750/1251000] [931.9/1000.0] [batch_t 0.368 (0.434)] [data_t 0.015] [optim_t 0.353] [lr 0.000064] [CE 3.316 (3.731)] [KD 1.360 (1.557)] +2024-10-21 05:04:29,188 - Train: 93.19% [1165800/1251000] [931.9/1000.0] [batch_t 0.535 (0.460)] [data_t 0.015] [optim_t 0.519] [lr 0.000064] [CE 3.871 (3.759)] [KD 1.618 (1.567)] +2024-10-21 05:04:51,874 - Train: 93.19% [1165850/1251000] [931.9/1000.0] [batch_t 0.402 (0.454)] [data_t 0.015] [optim_t 0.387] [lr 0.000064] [CE 3.545 (3.681)] [KD 1.544 (1.524)] +2024-10-21 05:05:13,790 - Train: 93.20% [1165900/1251000] [932.0/1000.0] [batch_t 0.360 (0.438)] [data_t 0.015] [optim_t 0.344] [lr 0.000064] [CE 3.149 (3.708)] [KD 1.380 (1.553)] +2024-10-21 05:05:51,225 - Test (net): 100.00% [50/50] [batch_t 0.212 (0.486)] [top1_cnt 41511] [top5_cnt 48211] [top_all 50000] +2024-10-21 05:05:51,226 - net: 83.022 (96.422) +2024-10-21 05:06:13,745 - Test (net_E): 100.00% [50/50] [batch_t 0.148 (0.445)] [top1_cnt 41708] [top5_cnt 48301] [top_all 50000] +2024-10-21 05:06:13,746 - net_E: 83.416 (96.602) +2024-10-21 05:06:13,885 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 05:06:13,885 - ==> Total time: 6 days, 5:24:22 Eta: 10:54:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 05:06:27,452 - Train: 93.20% [1165950/1251000] [932.0/1000.0] [batch_t 0.363 (0.683)] [data_t 0.015] [optim_t 0.347] [lr 0.000064] [CE 4.174 (3.854)] [KD 1.797 (1.608)] +2024-10-21 05:06:48,130 - Train: 93.21% [1166000/1251000] [932.1/1000.0] [batch_t 0.521 (0.413)] [data_t 0.016] [optim_t 0.505] [lr 0.000064] [CE 3.636 (3.750)] [KD 1.433 (1.560)] +2024-10-21 05:07:10,056 - Train: 93.21% [1166050/1251000] [932.1/1000.0] [batch_t 0.523 (0.438)] [data_t 0.015] [optim_t 0.508] [lr 0.000064] [CE 3.721 (3.715)] [KD 1.597 (1.553)] +2024-10-21 05:07:32,168 - Train: 93.21% [1166100/1251000] [932.1/1000.0] [batch_t 0.409 (0.442)] [data_t 0.015] [optim_t 0.394] [lr 0.000064] [CE 4.137 (3.815)] [KD 1.711 (1.585)] +2024-10-21 05:07:54,593 - Train: 93.22% [1166150/1251000] [932.2/1000.0] [batch_t 0.477 (0.448)] [data_t 0.015] [optim_t 0.462] [lr 0.000064] [CE 3.603 (3.709)] [KD 1.544 (1.543)] +2024-10-21 05:08:17,114 - Train: 93.22% [1166200/1251000] [932.2/1000.0] [batch_t 0.437 (0.450)] [data_t 0.015] [optim_t 0.422] [lr 0.000064] [CE 3.491 (3.717)] [KD 1.489 (1.545)] +2024-10-21 05:08:39,772 - Train: 93.23% [1166250/1251000] [932.3/1000.0] [batch_t 0.480 (0.453)] [data_t 0.016] [optim_t 0.465] [lr 0.000064] [CE 3.683 (3.719)] [KD 1.479 (1.543)] +2024-10-21 05:09:02,130 - Train: 93.23% [1166300/1251000] [932.3/1000.0] [batch_t 0.487 (0.447)] [data_t 0.015] [optim_t 0.471] [lr 0.000063] [CE 3.609 (3.752)] [KD 1.479 (1.561)] +2024-10-21 05:09:24,028 - Train: 93.23% [1166350/1251000] [932.3/1000.0] [batch_t 0.424 (0.438)] [data_t 0.016] [optim_t 0.408] [lr 0.000063] [CE 3.920 (3.742)] [KD 1.588 (1.552)] +2024-10-21 05:09:46,223 - Train: 93.24% [1166400/1251000] [932.4/1000.0] [batch_t 0.562 (0.444)] [data_t 0.015] [optim_t 0.547] [lr 0.000063] [CE 3.569 (3.702)] [KD 1.379 (1.552)] +2024-10-21 05:10:08,230 - Train: 93.24% [1166450/1251000] [932.4/1000.0] [batch_t 0.415 (0.440)] [data_t 0.015] [optim_t 0.400] [lr 0.000063] [CE 3.659 (3.789)] [KD 1.539 (1.594)] +2024-10-21 05:10:30,120 - Train: 93.25% [1166500/1251000] [932.5/1000.0] [batch_t 0.485 (0.438)] [data_t 0.015] [optim_t 0.469] [lr 0.000063] [CE 4.052 (3.722)] [KD 1.680 (1.546)] +2024-10-21 05:10:51,921 - Train: 93.25% [1166550/1251000] [932.5/1000.0] [batch_t 0.378 (0.436)] [data_t 0.015] [optim_t 0.362] [lr 0.000063] [CE 3.654 (3.773)] [KD 1.528 (1.568)] +2024-10-21 05:11:14,219 - Train: 93.25% [1166600/1251000] [932.5/1000.0] [batch_t 0.469 (0.446)] [data_t 0.015] [optim_t 0.454] [lr 0.000063] [CE 3.690 (3.760)] [KD 1.623 (1.555)] +2024-10-21 05:11:35,818 - Train: 93.26% [1166650/1251000] [932.6/1000.0] [batch_t 0.502 (0.432)] [data_t 0.015] [optim_t 0.487] [lr 0.000063] [CE 3.758 (3.728)] [KD 1.560 (1.564)] +2024-10-21 05:11:58,433 - Train: 93.26% [1166700/1251000] [932.6/1000.0] [batch_t 0.564 (0.452)] [data_t 0.015] [optim_t 0.548] [lr 0.000063] [CE 3.926 (3.671)] [KD 1.643 (1.513)] +2024-10-21 05:12:20,456 - Train: 93.27% [1166750/1251000] [932.7/1000.0] [batch_t 0.435 (0.440)] [data_t 0.015] [optim_t 0.419] [lr 0.000063] [CE 3.447 (3.739)] [KD 1.464 (1.546)] +2024-10-21 05:12:41,898 - Train: 93.27% [1166800/1251000] [932.7/1000.0] [batch_t 0.448 (0.429)] [data_t 0.015] [optim_t 0.432] [lr 0.000063] [CE 3.368 (3.709)] [KD 1.410 (1.549)] +2024-10-21 05:13:04,426 - Train: 93.27% [1166850/1251000] [932.7/1000.0] [batch_t 0.505 (0.450)] [data_t 0.015] [optim_t 0.490] [lr 0.000063] [CE 3.942 (3.739)] [KD 1.663 (1.557)] +2024-10-21 05:13:26,492 - Train: 93.28% [1166900/1251000] [932.8/1000.0] [batch_t 0.448 (0.441)] [data_t 0.015] [optim_t 0.433] [lr 0.000063] [CE 3.855 (3.765)] [KD 1.598 (1.570)] +2024-10-21 05:13:49,242 - Train: 93.28% [1166950/1251000] [932.8/1000.0] [batch_t 0.381 (0.455)] [data_t 0.015] [optim_t 0.366] [lr 0.000063] [CE 3.617 (3.694)] [KD 1.429 (1.536)] +2024-10-21 05:14:11,167 - Train: 93.29% [1167000/1251000] [932.9/1000.0] [batch_t 0.388 (0.438)] [data_t 0.015] [optim_t 0.372] [lr 0.000063] [CE 3.358 (3.676)] [KD 1.357 (1.543)] +2024-10-21 05:14:32,846 - Train: 93.29% [1167050/1251000] [932.9/1000.0] [batch_t 0.491 (0.433)] [data_t 0.016] [optim_t 0.476] [lr 0.000063] [CE 3.387 (3.736)] [KD 1.445 (1.544)] +2024-10-21 05:14:54,810 - Train: 93.29% [1167100/1251000] [932.9/1000.0] [batch_t 0.486 (0.439)] [data_t 0.015] [optim_t 0.470] [lr 0.000063] [CE 3.752 (3.764)] [KD 1.528 (1.563)] +2024-10-21 05:15:16,766 - Train: 93.30% [1167150/1251000] [933.0/1000.0] [batch_t 0.471 (0.439)] [data_t 0.015] [optim_t 0.456] [lr 0.000063] [CE 3.480 (3.702)] [KD 1.487 (1.546)] +2024-10-21 05:15:51,933 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41528] [top5_cnt 48233] [top_all 50000] +2024-10-21 05:15:51,934 - net: 83.056 (96.466) +2024-10-21 05:16:13,965 - Test (net_E): 100.00% [50/50] [batch_t 0.152 (0.434)] [top1_cnt 41707] [top5_cnt 48291] [top_all 50000] +2024-10-21 05:16:13,965 - net_E: 83.414 (96.582) +2024-10-21 05:16:14,110 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 05:16:14,111 - ==> Total time: 6 days, 5:34:22 Eta: 10:44:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 05:16:27,302 - Train: 93.30% [1167200/1251000] [933.0/1000.0] [batch_t 0.543 (0.705)] [data_t 0.015] [optim_t 0.528] [lr 0.000063] [CE 3.342 (3.689)] [KD 1.365 (1.548)] +2024-10-21 05:16:50,068 - Train: 93.31% [1167250/1251000] [933.1/1000.0] [batch_t 0.488 (0.455)] [data_t 0.016] [optim_t 0.472] [lr 0.000063] [CE 4.010 (3.735)] [KD 1.725 (1.553)] +2024-10-21 05:17:12,450 - Train: 93.31% [1167300/1251000] [933.1/1000.0] [batch_t 0.461 (0.448)] [data_t 0.015] [optim_t 0.446] [lr 0.000063] [CE 3.925 (3.737)] [KD 1.681 (1.575)] +2024-10-21 05:17:35,153 - Train: 93.31% [1167350/1251000] [933.1/1000.0] [batch_t 0.398 (0.454)] [data_t 0.015] [optim_t 0.383] [lr 0.000063] [CE 3.350 (3.712)] [KD 1.343 (1.548)] +2024-10-21 05:17:57,878 - Train: 93.32% [1167400/1251000] [933.2/1000.0] [batch_t 0.530 (0.454)] [data_t 0.015] [optim_t 0.515] [lr 0.000063] [CE 3.527 (3.705)] [KD 1.546 (1.538)] +2024-10-21 05:18:20,593 - Train: 93.32% [1167450/1251000] [933.2/1000.0] [batch_t 0.439 (0.454)] [data_t 0.016] [optim_t 0.423] [lr 0.000063] [CE 3.637 (3.769)] [KD 1.514 (1.562)] +2024-10-21 05:18:41,736 - Train: 93.33% [1167500/1251000] [933.3/1000.0] [batch_t 0.400 (0.423)] [data_t 0.015] [optim_t 0.384] [lr 0.000063] [CE 4.281 (3.748)] [KD 1.794 (1.565)] +2024-10-21 05:19:03,344 - Train: 93.33% [1167550/1251000] [933.3/1000.0] [batch_t 0.382 (0.432)] [data_t 0.015] [optim_t 0.366] [lr 0.000062] [CE 3.879 (3.668)] [KD 1.628 (1.526)] +2024-10-21 05:19:25,364 - Train: 93.33% [1167600/1251000] [933.3/1000.0] [batch_t 0.508 (0.440)] [data_t 0.015] [optim_t 0.493] [lr 0.000062] [CE 4.267 (3.694)] [KD 1.834 (1.538)] +2024-10-21 05:19:47,470 - Train: 93.34% [1167650/1251000] [933.4/1000.0] [batch_t 0.430 (0.442)] [data_t 0.015] [optim_t 0.415] [lr 0.000062] [CE 3.985 (3.698)] [KD 1.741 (1.537)] +2024-10-21 05:20:09,190 - Train: 93.34% [1167700/1251000] [933.4/1000.0] [batch_t 0.421 (0.434)] [data_t 0.015] [optim_t 0.405] [lr 0.000062] [CE 3.691 (3.701)] [KD 1.633 (1.534)] +2024-10-21 05:20:31,212 - Train: 93.35% [1167750/1251000] [933.5/1000.0] [batch_t 0.457 (0.440)] [data_t 0.015] [optim_t 0.441] [lr 0.000062] [CE 3.505 (3.703)] [KD 1.406 (1.532)] +2024-10-21 05:20:53,071 - Train: 93.35% [1167800/1251000] [933.5/1000.0] [batch_t 0.380 (0.437)] [data_t 0.015] [optim_t 0.365] [lr 0.000062] [CE 3.393 (3.762)] [KD 1.463 (1.550)] +2024-10-21 05:21:15,087 - Train: 93.35% [1167850/1251000] [933.5/1000.0] [batch_t 0.453 (0.440)] [data_t 0.015] [optim_t 0.437] [lr 0.000062] [CE 4.106 (3.723)] [KD 1.772 (1.550)] +2024-10-21 05:21:36,800 - Train: 93.36% [1167900/1251000] [933.6/1000.0] [batch_t 0.360 (0.434)] [data_t 0.015] [optim_t 0.345] [lr 0.000062] [CE 3.356 (3.683)] [KD 1.416 (1.520)] +2024-10-21 05:21:58,295 - Train: 93.36% [1167950/1251000] [933.6/1000.0] [batch_t 0.431 (0.430)] [data_t 0.015] [optim_t 0.416] [lr 0.000062] [CE 4.110 (3.706)] [KD 1.770 (1.538)] +2024-10-21 05:22:20,630 - Train: 93.37% [1168000/1251000] [933.7/1000.0] [batch_t 0.559 (0.447)] [data_t 0.015] [optim_t 0.543] [lr 0.000062] [CE 3.999 (3.709)] [KD 1.619 (1.537)] +2024-10-21 05:22:43,377 - Train: 93.37% [1168050/1251000] [933.7/1000.0] [batch_t 0.415 (0.455)] [data_t 0.015] [optim_t 0.400] [lr 0.000062] [CE 4.442 (3.694)] [KD 1.928 (1.521)] +2024-10-21 05:23:06,191 - Train: 93.37% [1168100/1251000] [933.7/1000.0] [batch_t 0.396 (0.456)] [data_t 0.015] [optim_t 0.380] [lr 0.000062] [CE 3.240 (3.722)] [KD 1.312 (1.538)] +2024-10-21 05:23:28,431 - Train: 93.38% [1168150/1251000] [933.8/1000.0] [batch_t 0.463 (0.445)] [data_t 0.015] [optim_t 0.448] [lr 0.000062] [CE 4.027 (3.664)] [KD 1.664 (1.530)] +2024-10-21 05:23:50,276 - Train: 93.38% [1168200/1251000] [933.8/1000.0] [batch_t 0.488 (0.437)] [data_t 0.016] [optim_t 0.473] [lr 0.000062] [CE 3.898 (3.781)] [KD 1.616 (1.573)] +2024-10-21 05:24:12,493 - Train: 93.39% [1168250/1251000] [933.9/1000.0] [batch_t 0.397 (0.444)] [data_t 0.016] [optim_t 0.381] [lr 0.000062] [CE 3.821 (3.687)] [KD 1.564 (1.528)] +2024-10-21 05:24:35,172 - Train: 93.39% [1168300/1251000] [933.9/1000.0] [batch_t 0.466 (0.453)] [data_t 0.015] [optim_t 0.451] [lr 0.000062] [CE 3.557 (3.702)] [KD 1.499 (1.536)] +2024-10-21 05:24:57,542 - Train: 93.39% [1168350/1251000] [933.9/1000.0] [batch_t 0.436 (0.447)] [data_t 0.015] [optim_t 0.421] [lr 0.000062] [CE 3.670 (3.741)] [KD 1.496 (1.555)] +2024-10-21 05:25:20,397 - Train: 93.40% [1168400/1251000] [934.0/1000.0] [batch_t 0.461 (0.457)] [data_t 0.015] [optim_t 0.446] [lr 0.000062] [CE 3.542 (3.680)] [KD 1.461 (1.524)] +2024-10-21 05:25:57,695 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.457)] [top1_cnt 41568] [top5_cnt 48235] [top_all 50000] +2024-10-21 05:25:57,695 - net: 83.136 (96.470) +2024-10-21 05:26:19,426 - Test (net_E): 100.00% [50/50] [batch_t 0.135 (0.429)] [top1_cnt 41699] [top5_cnt 48288] [top_all 50000] +2024-10-21 05:26:19,427 - net_E: 83.398 (96.576) +2024-10-21 05:26:19,564 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 05:26:19,565 - ==> Total time: 6 days, 5:44:28 Eta: 10:34:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 05:26:32,151 - Train: 93.40% [1168450/1251000] [934.0/1000.0] [batch_t 0.361 (0.704)] [data_t 0.015] [optim_t 0.346] [lr 0.000062] [CE 3.903 (3.668)] [KD 1.563 (1.525)] +2024-10-21 05:26:51,779 - Train: 93.41% [1168500/1251000] [934.1/1000.0] [batch_t 0.415 (0.392)] [data_t 0.015] [optim_t 0.399] [lr 0.000062] [CE 3.480 (3.725)] [KD 1.378 (1.550)] +2024-10-21 05:27:13,300 - Train: 93.41% [1168550/1251000] [934.1/1000.0] [batch_t 0.435 (0.430)] [data_t 0.015] [optim_t 0.420] [lr 0.000062] [CE 4.012 (3.731)] [KD 1.850 (1.556)] +2024-10-21 05:27:34,434 - Train: 93.41% [1168600/1251000] [934.1/1000.0] [batch_t 0.437 (0.423)] [data_t 0.015] [optim_t 0.421] [lr 0.000062] [CE 3.324 (3.654)] [KD 1.284 (1.504)] +2024-10-21 05:27:55,855 - Train: 93.42% [1168650/1251000] [934.2/1000.0] [batch_t 0.448 (0.428)] [data_t 0.015] [optim_t 0.432] [lr 0.000062] [CE 3.908 (3.678)] [KD 1.650 (1.521)] +2024-10-21 05:28:18,021 - Train: 93.42% [1168700/1251000] [934.2/1000.0] [batch_t 0.490 (0.443)] [data_t 0.015] [optim_t 0.475] [lr 0.000062] [CE 3.695 (3.740)] [KD 1.625 (1.556)] +2024-10-21 05:28:39,569 - Train: 93.43% [1168750/1251000] [934.3/1000.0] [batch_t 0.410 (0.431)] [data_t 0.015] [optim_t 0.394] [lr 0.000062] [CE 4.313 (3.695)] [KD 1.940 (1.536)] +2024-10-21 05:29:00,801 - Train: 93.43% [1168800/1251000] [934.3/1000.0] [batch_t 0.409 (0.425)] [data_t 0.015] [optim_t 0.394] [lr 0.000062] [CE 3.493 (3.679)] [KD 1.448 (1.521)] +2024-10-21 05:29:22,022 - Train: 93.43% [1168850/1251000] [934.3/1000.0] [batch_t 0.394 (0.424)] [data_t 0.015] [optim_t 0.378] [lr 0.000061] [CE 3.405 (3.692)] [KD 1.465 (1.521)] +2024-10-21 05:29:43,668 - Train: 93.44% [1168900/1251000] [934.4/1000.0] [batch_t 0.496 (0.433)] [data_t 0.015] [optim_t 0.481] [lr 0.000061] [CE 3.465 (3.746)] [KD 1.415 (1.562)] +2024-10-21 05:30:04,831 - Train: 93.44% [1168950/1251000] [934.4/1000.0] [batch_t 0.385 (0.423)] [data_t 0.015] [optim_t 0.369] [lr 0.000061] [CE 3.645 (3.735)] [KD 1.475 (1.554)] +2024-10-21 05:30:26,368 - Train: 93.45% [1169000/1251000] [934.5/1000.0] [batch_t 0.477 (0.431)] [data_t 0.015] [optim_t 0.461] [lr 0.000061] [CE 3.833 (3.704)] [KD 1.612 (1.536)] +2024-10-21 05:30:48,464 - Train: 93.45% [1169050/1251000] [934.5/1000.0] [batch_t 0.489 (0.442)] [data_t 0.015] [optim_t 0.474] [lr 0.000061] [CE 3.408 (3.745)] [KD 1.365 (1.545)] +2024-10-21 05:31:10,443 - Train: 93.45% [1169100/1251000] [934.5/1000.0] [batch_t 0.420 (0.439)] [data_t 0.015] [optim_t 0.404] [lr 0.000061] [CE 3.917 (3.747)] [KD 1.639 (1.576)] +2024-10-21 05:31:31,838 - Train: 93.46% [1169150/1251000] [934.6/1000.0] [batch_t 0.423 (0.428)] [data_t 0.016] [optim_t 0.408] [lr 0.000061] [CE 3.784 (3.684)] [KD 1.453 (1.521)] +2024-10-21 05:31:52,812 - Train: 93.46% [1169200/1251000] [934.6/1000.0] [batch_t 0.378 (0.419)] [data_t 0.015] [optim_t 0.363] [lr 0.000061] [CE 3.924 (3.690)] [KD 1.589 (1.526)] +2024-10-21 05:32:14,162 - Train: 93.47% [1169250/1251000] [934.7/1000.0] [batch_t 0.497 (0.427)] [data_t 0.015] [optim_t 0.482] [lr 0.000061] [CE 3.666 (3.730)] [KD 1.602 (1.549)] +2024-10-21 05:32:36,630 - Train: 93.47% [1169300/1251000] [934.7/1000.0] [batch_t 0.513 (0.449)] [data_t 0.015] [optim_t 0.497] [lr 0.000061] [CE 3.631 (3.661)] [KD 1.545 (1.529)] +2024-10-21 05:32:58,474 - Train: 93.47% [1169350/1251000] [934.7/1000.0] [batch_t 0.420 (0.437)] [data_t 0.016] [optim_t 0.405] [lr 0.000061] [CE 3.779 (3.733)] [KD 1.553 (1.553)] +2024-10-21 05:33:19,980 - Train: 93.48% [1169400/1251000] [934.8/1000.0] [batch_t 0.362 (0.430)] [data_t 0.016] [optim_t 0.347] [lr 0.000061] [CE 3.642 (3.634)] [KD 1.559 (1.517)] +2024-10-21 05:33:41,022 - Train: 93.48% [1169450/1251000] [934.8/1000.0] [batch_t 0.471 (0.421)] [data_t 0.015] [optim_t 0.456] [lr 0.000061] [CE 3.944 (3.702)] [KD 1.488 (1.537)] +2024-10-21 05:34:02,725 - Train: 93.49% [1169500/1251000] [934.9/1000.0] [batch_t 0.457 (0.434)] [data_t 0.015] [optim_t 0.441] [lr 0.000061] [CE 3.771 (3.713)] [KD 1.529 (1.534)] +2024-10-21 05:34:25,001 - Train: 93.49% [1169550/1251000] [934.9/1000.0] [batch_t 0.449 (0.445)] [data_t 0.015] [optim_t 0.434] [lr 0.000061] [CE 3.803 (3.779)] [KD 1.561 (1.563)] +2024-10-21 05:34:47,354 - Train: 93.49% [1169600/1251000] [934.9/1000.0] [batch_t 0.490 (0.447)] [data_t 0.015] [optim_t 0.474] [lr 0.000061] [CE 3.654 (3.717)] [KD 1.409 (1.541)] +2024-10-21 05:35:10,196 - Train: 93.50% [1169650/1251000] [935.0/1000.0] [batch_t 0.505 (0.457)] [data_t 0.015] [optim_t 0.490] [lr 0.000061] [CE 3.823 (3.640)] [KD 1.641 (1.508)] +2024-10-21 05:35:46,975 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.443)] [top1_cnt 41566] [top5_cnt 48253] [top_all 50000] +2024-10-21 05:35:46,976 - net: 83.132 (96.506) +2024-10-21 05:36:09,702 - Test (net_E): 100.00% [50/50] [batch_t 0.135 (0.448)] [top1_cnt 41694] [top5_cnt 48293] [top_all 50000] +2024-10-21 05:36:09,703 - net_E: 83.388 (96.586) +2024-10-21 05:36:09,835 - Max [top1: 83.140 (epoch: 921)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 05:36:09,836 - ==> Total time: 6 days, 5:54:18 Eta: 10:25:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 05:36:21,962 - Train: 93.50% [1169700/1251000] [935.0/1000.0] [batch_t 0.359 (0.721)] [data_t 0.016] [optim_t 0.344] [lr 0.000061] [CE 3.582 (3.682)] [KD 1.435 (1.519)] +2024-10-21 05:36:43,353 - Train: 93.51% [1169750/1251000] [935.1/1000.0] [batch_t 0.542 (0.428)] [data_t 0.015] [optim_t 0.526] [lr 0.000061] [CE 3.453 (3.770)] [KD 1.474 (1.568)] +2024-10-21 05:37:06,576 - Train: 93.51% [1169800/1251000] [935.1/1000.0] [batch_t 0.447 (0.464)] [data_t 0.015] [optim_t 0.432] [lr 0.000061] [CE 3.852 (3.642)] [KD 1.689 (1.504)] +2024-10-21 05:37:28,868 - Train: 93.51% [1169850/1251000] [935.1/1000.0] [batch_t 0.423 (0.446)] [data_t 0.015] [optim_t 0.407] [lr 0.000061] [CE 4.145 (3.685)] [KD 1.780 (1.524)] +2024-10-21 05:37:49,248 - Train: 93.52% [1169900/1251000] [935.2/1000.0] [batch_t 0.383 (0.407)] [data_t 0.015] [optim_t 0.368] [lr 0.000061] [CE 3.796 (3.676)] [KD 1.573 (1.521)] +2024-10-21 05:38:10,852 - Train: 93.52% [1169950/1251000] [935.2/1000.0] [batch_t 0.480 (0.432)] [data_t 0.015] [optim_t 0.464] [lr 0.000061] [CE 3.739 (3.766)] [KD 1.557 (1.567)] +2024-10-21 05:38:33,206 - Train: 93.53% [1170000/1251000] [935.3/1000.0] [batch_t 0.472 (0.447)] [data_t 0.015] [optim_t 0.456] [lr 0.000061] [CE 3.515 (3.677)] [KD 1.401 (1.526)] +2024-10-21 05:38:55,527 - Train: 93.53% [1170050/1251000] [935.3/1000.0] [batch_t 0.363 (0.446)] [data_t 0.015] [optim_t 0.348] [lr 0.000061] [CE 3.728 (3.712)] [KD 1.525 (1.522)] +2024-10-21 05:39:17,737 - Train: 93.53% [1170100/1251000] [935.3/1000.0] [batch_t 0.465 (0.444)] [data_t 0.015] [optim_t 0.449] [lr 0.000061] [CE 3.493 (3.697)] [KD 1.450 (1.541)] +2024-10-21 05:39:38,174 - Train: 93.54% [1170150/1251000] [935.4/1000.0] [batch_t 0.394 (0.409)] [data_t 0.015] [optim_t 0.379] [lr 0.000061] [CE 4.011 (3.713)] [KD 1.678 (1.544)] +2024-10-21 05:39:58,816 - Train: 93.54% [1170200/1251000] [935.4/1000.0] [batch_t 0.435 (0.413)] [data_t 0.015] [optim_t 0.419] [lr 0.000060] [CE 3.508 (3.695)] [KD 1.414 (1.525)] +2024-10-21 05:40:20,163 - Train: 93.55% [1170250/1251000] [935.5/1000.0] [batch_t 0.393 (0.427)] [data_t 0.015] [optim_t 0.378] [lr 0.000060] [CE 3.625 (3.692)] [KD 1.547 (1.532)] +2024-10-21 05:40:41,799 - Train: 93.55% [1170300/1251000] [935.5/1000.0] [batch_t 0.470 (0.433)] [data_t 0.016] [optim_t 0.454] [lr 0.000060] [CE 3.862 (3.742)] [KD 1.583 (1.562)] +2024-10-21 05:41:03,815 - Train: 93.55% [1170350/1251000] [935.5/1000.0] [batch_t 0.523 (0.440)] [data_t 0.016] [optim_t 0.507] [lr 0.000060] [CE 3.787 (3.682)] [KD 1.587 (1.531)] +2024-10-21 05:41:25,603 - Train: 93.56% [1170400/1251000] [935.6/1000.0] [batch_t 0.362 (0.436)] [data_t 0.015] [optim_t 0.347] [lr 0.000060] [CE 3.826 (3.754)] [KD 1.497 (1.566)] +2024-10-21 05:41:48,092 - Train: 93.56% [1170450/1251000] [935.6/1000.0] [batch_t 0.432 (0.450)] [data_t 0.015] [optim_t 0.417] [lr 0.000060] [CE 3.744 (3.763)] [KD 1.562 (1.561)] +2024-10-21 05:42:10,300 - Train: 93.57% [1170500/1251000] [935.7/1000.0] [batch_t 0.416 (0.444)] [data_t 0.015] [optim_t 0.401] [lr 0.000060] [CE 2.859 (3.758)] [KD 1.159 (1.550)] +2024-10-21 05:42:32,821 - Train: 93.57% [1170550/1251000] [935.7/1000.0] [batch_t 0.479 (0.450)] [data_t 0.015] [optim_t 0.463] [lr 0.000060] [CE 3.909 (3.730)] [KD 1.577 (1.562)] +2024-10-21 05:42:55,757 - Train: 93.57% [1170600/1251000] [935.7/1000.0] [batch_t 0.465 (0.459)] [data_t 0.015] [optim_t 0.449] [lr 0.000060] [CE 4.119 (3.686)] [KD 1.646 (1.541)] +2024-10-21 05:43:19,833 - Train: 93.58% [1170650/1251000] [935.8/1000.0] [batch_t 0.484 (0.481)] [data_t 0.016] [optim_t 0.468] [lr 0.000060] [CE 3.103 (3.610)] [KD 1.301 (1.490)] +2024-10-21 05:43:43,458 - Train: 93.58% [1170700/1251000] [935.8/1000.0] [batch_t 0.431 (0.472)] [data_t 0.015] [optim_t 0.416] [lr 0.000060] [CE 3.992 (3.741)] [KD 1.728 (1.565)] +2024-10-21 05:44:05,117 - Train: 93.59% [1170750/1251000] [935.9/1000.0] [batch_t 0.472 (0.433)] [data_t 0.015] [optim_t 0.456] [lr 0.000060] [CE 3.856 (3.748)] [KD 1.604 (1.536)] +2024-10-21 05:44:26,659 - Train: 93.59% [1170800/1251000] [935.9/1000.0] [batch_t 0.481 (0.431)] [data_t 0.015] [optim_t 0.466] [lr 0.000060] [CE 3.680 (3.780)] [KD 1.505 (1.566)] +2024-10-21 05:44:48,074 - Train: 93.59% [1170850/1251000] [935.9/1000.0] [batch_t 0.393 (0.428)] [data_t 0.015] [optim_t 0.378] [lr 0.000060] [CE 3.511 (3.713)] [KD 1.523 (1.544)] +2024-10-21 05:45:10,100 - Train: 93.60% [1170900/1251000] [936.0/1000.0] [batch_t 0.403 (0.440)] [data_t 0.015] [optim_t 0.387] [lr 0.000060] [CE 3.681 (3.719)] [KD 1.625 (1.558)] +2024-10-21 05:45:46,913 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 41631] [top5_cnt 48233] [top_all 50000] +2024-10-21 05:45:46,913 - net: 83.262 (96.466) +2024-10-21 05:46:08,897 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 41711] [top5_cnt 48303] [top_all 50000] +2024-10-21 05:46:08,898 - net_E: 83.422 (96.606) +2024-10-21 05:46:09,102 - Max [top1: 83.262 (epoch: 936)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 05:46:09,103 - ==> Total time: 6 days, 6:04:17 Eta: 10:15:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 05:46:22,011 - Train: 93.60% [1170950/1251000] [936.0/1000.0] [batch_t 0.366 (0.607)] [data_t 0.016] [optim_t 0.351] [lr 0.000060] [CE 3.856 (3.728)] [KD 1.561 (1.557)] +2024-10-21 05:46:42,424 - Train: 93.61% [1171000/1251000] [936.1/1000.0] [batch_t 0.592 (0.408)] [data_t 0.056] [optim_t 0.536] [lr 0.000060] [CE 4.231 (3.733)] [KD 1.702 (1.549)] +2024-10-21 05:47:03,546 - Train: 93.61% [1171050/1251000] [936.1/1000.0] [batch_t 0.553 (0.422)] [data_t 0.050] [optim_t 0.504] [lr 0.000060] [CE 3.898 (3.665)] [KD 1.541 (1.511)] +2024-10-21 05:47:25,546 - Train: 93.61% [1171100/1251000] [936.1/1000.0] [batch_t 0.380 (0.440)] [data_t 0.015] [optim_t 0.365] [lr 0.000060] [CE 3.241 (3.699)] [KD 1.265 (1.525)] +2024-10-21 05:47:47,539 - Train: 93.62% [1171150/1251000] [936.2/1000.0] [batch_t 0.415 (0.440)] [data_t 0.016] [optim_t 0.400] [lr 0.000060] [CE 3.826 (3.731)] [KD 1.779 (1.540)] +2024-10-21 05:48:09,652 - Train: 93.62% [1171200/1251000] [936.2/1000.0] [batch_t 0.520 (0.442)] [data_t 0.015] [optim_t 0.504] [lr 0.000060] [CE 3.652 (3.723)] [KD 1.406 (1.528)] +2024-10-21 05:48:30,900 - Train: 93.63% [1171250/1251000] [936.3/1000.0] [batch_t 0.363 (0.425)] [data_t 0.016] [optim_t 0.347] [lr 0.000060] [CE 3.622 (3.701)] [KD 1.515 (1.526)] +2024-10-21 05:48:53,037 - Train: 93.63% [1171300/1251000] [936.3/1000.0] [batch_t 0.422 (0.443)] [data_t 0.016] [optim_t 0.406] [lr 0.000060] [CE 4.399 (3.714)] [KD 1.888 (1.550)] +2024-10-21 05:49:15,341 - Train: 93.63% [1171350/1251000] [936.3/1000.0] [batch_t 0.361 (0.446)] [data_t 0.015] [optim_t 0.345] [lr 0.000060] [CE 4.128 (3.770)] [KD 1.646 (1.564)] +2024-10-21 05:49:36,831 - Train: 93.64% [1171400/1251000] [936.4/1000.0] [batch_t 0.515 (0.430)] [data_t 0.015] [optim_t 0.500] [lr 0.000060] [CE 3.660 (3.745)] [KD 1.475 (1.552)] +2024-10-21 05:49:58,358 - Train: 93.64% [1171450/1251000] [936.4/1000.0] [batch_t 0.441 (0.430)] [data_t 0.015] [optim_t 0.425] [lr 0.000060] [CE 3.668 (3.740)] [KD 1.496 (1.553)] +2024-10-21 05:50:20,839 - Train: 93.65% [1171500/1251000] [936.5/1000.0] [batch_t 0.359 (0.450)] [data_t 0.015] [optim_t 0.344] [lr 0.000059] [CE 3.804 (3.706)] [KD 1.690 (1.523)] +2024-10-21 05:50:42,973 - Train: 93.65% [1171550/1251000] [936.5/1000.0] [batch_t 0.438 (0.443)] [data_t 0.015] [optim_t 0.423] [lr 0.000059] [CE 4.176 (3.751)] [KD 1.756 (1.563)] +2024-10-21 05:51:05,638 - Train: 93.65% [1171600/1251000] [936.5/1000.0] [batch_t 0.509 (0.453)] [data_t 0.015] [optim_t 0.494] [lr 0.000059] [CE 3.412 (3.665)] [KD 1.406 (1.511)] +2024-10-21 05:51:27,572 - Train: 93.66% [1171650/1251000] [936.6/1000.0] [batch_t 0.475 (0.439)] [data_t 0.015] [optim_t 0.459] [lr 0.000059] [CE 3.979 (3.702)] [KD 1.796 (1.523)] +2024-10-21 05:51:49,259 - Train: 93.66% [1171700/1251000] [936.6/1000.0] [batch_t 0.450 (0.434)] [data_t 0.015] [optim_t 0.435] [lr 0.000059] [CE 3.551 (3.703)] [KD 1.520 (1.541)] +2024-10-21 05:52:10,504 - Train: 93.67% [1171750/1251000] [936.7/1000.0] [batch_t 0.427 (0.425)] [data_t 0.015] [optim_t 0.411] [lr 0.000059] [CE 3.568 (3.757)] [KD 1.631 (1.564)] +2024-10-21 05:52:32,050 - Train: 93.67% [1171800/1251000] [936.7/1000.0] [batch_t 0.412 (0.431)] [data_t 0.016] [optim_t 0.396] [lr 0.000059] [CE 3.998 (3.668)] [KD 1.631 (1.509)] +2024-10-21 05:52:53,610 - Train: 93.67% [1171850/1251000] [936.7/1000.0] [batch_t 0.380 (0.431)] [data_t 0.032] [optim_t 0.348] [lr 0.000059] [CE 3.208 (3.694)] [KD 1.346 (1.541)] +2024-10-21 05:53:15,580 - Train: 93.68% [1171900/1251000] [936.8/1000.0] [batch_t 0.428 (0.439)] [data_t 0.081] [optim_t 0.346] [lr 0.000059] [CE 3.834 (3.655)] [KD 1.521 (1.519)] +2024-10-21 05:53:37,760 - Train: 93.68% [1171950/1251000] [936.8/1000.0] [batch_t 0.363 (0.443)] [data_t 0.015] [optim_t 0.348] [lr 0.000059] [CE 3.763 (3.736)] [KD 1.654 (1.563)] +2024-10-21 05:53:58,842 - Train: 93.69% [1172000/1251000] [936.9/1000.0] [batch_t 0.462 (0.422)] [data_t 0.116] [optim_t 0.346] [lr 0.000059] [CE 3.831 (3.695)] [KD 1.683 (1.534)] +2024-10-21 05:54:20,059 - Train: 93.69% [1172050/1251000] [936.9/1000.0] [batch_t 0.394 (0.424)] [data_t 0.044] [optim_t 0.350] [lr 0.000059] [CE 3.844 (3.742)] [KD 1.551 (1.548)] +2024-10-21 05:54:41,915 - Train: 93.69% [1172100/1251000] [936.9/1000.0] [batch_t 0.447 (0.437)] [data_t 0.098] [optim_t 0.349] [lr 0.000059] [CE 3.676 (3.747)] [KD 1.535 (1.554)] +2024-10-21 05:55:04,163 - Train: 93.70% [1172150/1251000] [937.0/1000.0] [batch_t 0.517 (0.445)] [data_t 0.173] [optim_t 0.344] [lr 0.000059] [CE 3.866 (3.739)] [KD 1.624 (1.538)] +2024-10-21 05:55:41,352 - Test (net): 100.00% [50/50] [batch_t 0.188 (0.436)] [top1_cnt 41595] [top5_cnt 48246] [top_all 50000] +2024-10-21 05:55:41,352 - net: 83.190 (96.492) +2024-10-21 05:56:03,380 - Test (net_E): 100.00% [50/50] [batch_t 0.152 (0.432)] [top1_cnt 41705] [top5_cnt 48291] [top_all 50000] +2024-10-21 05:56:03,381 - net_E: 83.410 (96.582) +2024-10-21 05:56:03,588 - Max [top1: 83.262 (epoch: 936)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 05:56:03,589 - ==> Total time: 6 days, 6:14:12 Eta: 10:06:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 05:56:16,567 - Train: 93.70% [1172200/1251000] [937.0/1000.0] [batch_t 0.366 (0.671)] [data_t 0.015] [optim_t 0.351] [lr 0.000059] [CE 3.921 (3.641)] [KD 1.505 (1.516)] +2024-10-21 05:56:36,308 - Train: 93.71% [1172250/1251000] [937.1/1000.0] [batch_t 0.482 (0.395)] [data_t 0.137] [optim_t 0.345] [lr 0.000059] [CE 3.770 (3.679)] [KD 1.487 (1.513)] +2024-10-21 05:56:59,448 - Train: 93.71% [1172300/1251000] [937.1/1000.0] [batch_t 0.502 (0.463)] [data_t 0.158] [optim_t 0.343] [lr 0.000059] [CE 4.048 (3.689)] [KD 1.730 (1.516)] +2024-10-21 05:57:21,797 - Train: 93.71% [1172350/1251000] [937.1/1000.0] [batch_t 0.462 (0.447)] [data_t 0.120] [optim_t 0.343] [lr 0.000059] [CE 3.705 (3.651)] [KD 1.530 (1.512)] +2024-10-21 05:57:43,787 - Train: 93.72% [1172400/1251000] [937.2/1000.0] [batch_t 0.435 (0.440)] [data_t 0.091] [optim_t 0.344] [lr 0.000059] [CE 3.927 (3.702)] [KD 1.669 (1.547)] +2024-10-21 05:58:05,680 - Train: 93.72% [1172450/1251000] [937.2/1000.0] [batch_t 0.405 (0.438)] [data_t 0.054] [optim_t 0.351] [lr 0.000059] [CE 3.211 (3.657)] [KD 1.333 (1.505)] +2024-10-21 05:58:27,065 - Train: 93.73% [1172500/1251000] [937.3/1000.0] [batch_t 0.430 (0.428)] [data_t 0.081] [optim_t 0.348] [lr 0.000059] [CE 3.213 (3.702)] [KD 1.368 (1.524)] +2024-10-21 05:58:49,114 - Train: 93.73% [1172550/1251000] [937.3/1000.0] [batch_t 0.365 (0.441)] [data_t 0.015] [optim_t 0.349] [lr 0.000059] [CE 3.974 (3.773)] [KD 1.813 (1.568)] +2024-10-21 05:59:11,148 - Train: 93.73% [1172600/1251000] [937.3/1000.0] [batch_t 0.415 (0.441)] [data_t 0.070] [optim_t 0.345] [lr 0.000059] [CE 3.559 (3.759)] [KD 1.572 (1.555)] +2024-10-21 05:59:33,023 - Train: 93.74% [1172650/1251000] [937.4/1000.0] [batch_t 0.419 (0.437)] [data_t 0.068] [optim_t 0.351] [lr 0.000059] [CE 4.070 (3.760)] [KD 1.737 (1.565)] +2024-10-21 05:59:55,519 - Train: 93.74% [1172700/1251000] [937.4/1000.0] [batch_t 0.418 (0.450)] [data_t 0.075] [optim_t 0.343] [lr 0.000059] [CE 3.848 (3.693)] [KD 1.649 (1.521)] +2024-10-21 06:00:17,588 - Train: 93.75% [1172750/1251000] [937.5/1000.0] [batch_t 0.426 (0.441)] [data_t 0.080] [optim_t 0.346] [lr 0.000059] [CE 3.590 (3.720)] [KD 1.474 (1.537)] +2024-10-21 06:00:39,685 - Train: 93.75% [1172800/1251000] [937.5/1000.0] [batch_t 0.464 (0.442)] [data_t 0.118] [optim_t 0.345] [lr 0.000059] [CE 3.158 (3.691)] [KD 1.317 (1.524)] +2024-10-21 06:01:01,245 - Train: 93.75% [1172850/1251000] [937.5/1000.0] [batch_t 0.361 (0.431)] [data_t 0.018] [optim_t 0.343] [lr 0.000059] [CE 3.914 (3.722)] [KD 1.722 (1.531)] +2024-10-21 06:01:22,687 - Train: 93.76% [1172900/1251000] [937.6/1000.0] [batch_t 0.372 (0.429)] [data_t 0.015] [optim_t 0.357] [lr 0.000058] [CE 3.992 (3.706)] [KD 1.730 (1.542)] +2024-10-21 06:01:44,620 - Train: 93.76% [1172950/1251000] [937.6/1000.0] [batch_t 0.481 (0.439)] [data_t 0.132] [optim_t 0.349] [lr 0.000058] [CE 3.386 (3.753)] [KD 1.361 (1.547)] +2024-10-21 06:02:06,633 - Train: 93.76% [1173000/1251000] [937.6/1000.0] [batch_t 0.411 (0.440)] [data_t 0.062] [optim_t 0.349] [lr 0.000058] [CE 3.042 (3.754)] [KD 1.267 (1.560)] +2024-10-21 06:02:28,303 - Train: 93.77% [1173050/1251000] [937.7/1000.0] [batch_t 0.374 (0.433)] [data_t 0.023] [optim_t 0.351] [lr 0.000058] [CE 4.244 (3.683)] [KD 1.685 (1.502)] +2024-10-21 06:02:49,792 - Train: 93.77% [1173100/1251000] [937.7/1000.0] [batch_t 0.386 (0.430)] [data_t 0.040] [optim_t 0.346] [lr 0.000058] [CE 3.524 (3.781)] [KD 1.409 (1.574)] +2024-10-21 06:03:11,156 - Train: 93.78% [1173150/1251000] [937.8/1000.0] [batch_t 0.451 (0.427)] [data_t 0.102] [optim_t 0.349] [lr 0.000058] [CE 3.658 (3.684)] [KD 1.505 (1.524)] +2024-10-21 06:03:32,688 - Train: 93.78% [1173200/1251000] [937.8/1000.0] [batch_t 0.492 (0.431)] [data_t 0.144] [optim_t 0.347] [lr 0.000058] [CE 3.566 (3.672)] [KD 1.462 (1.531)] +2024-10-21 06:03:53,863 - Train: 93.78% [1173250/1251000] [937.8/1000.0] [batch_t 0.377 (0.423)] [data_t 0.026] [optim_t 0.351] [lr 0.000058] [CE 3.596 (3.690)] [KD 1.440 (1.505)] +2024-10-21 06:04:15,158 - Train: 93.79% [1173300/1251000] [937.9/1000.0] [batch_t 0.430 (0.426)] [data_t 0.084] [optim_t 0.345] [lr 0.000058] [CE 3.438 (3.686)] [KD 1.438 (1.519)] +2024-10-21 06:04:36,833 - Train: 93.79% [1173350/1251000] [937.9/1000.0] [batch_t 0.441 (0.433)] [data_t 0.095] [optim_t 0.346] [lr 0.000058] [CE 3.478 (3.745)] [KD 1.415 (1.555)] +2024-10-21 06:04:57,825 - Train: 93.80% [1173400/1251000] [938.0/1000.0] [batch_t 0.463 (0.420)] [data_t 0.115] [optim_t 0.347] [lr 0.000058] [CE 3.913 (3.722)] [KD 1.741 (1.551)] +2024-10-21 06:05:35,052 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 41552] [top5_cnt 48232] [top_all 50000] +2024-10-21 06:05:35,053 - net: 83.104 (96.464) +2024-10-21 06:05:56,552 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 41707] [top5_cnt 48295] [top_all 50000] +2024-10-21 06:05:56,552 - net_E: 83.414 (96.590) +2024-10-21 06:05:56,704 - Max [top1: 83.262 (epoch: 936)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 06:05:56,704 - ==> Total time: 6 days, 6:24:05 Eta: 9:56:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 06:06:08,031 - Train: 93.80% [1173450/1251000] [938.0/1000.0] [batch_t 0.362 (0.830)] [data_t 0.015] [optim_t 0.347] [lr 0.000058] [CE 3.536 (3.825)] [KD 1.457 (1.601)] +2024-10-21 06:06:28,476 - Train: 93.80% [1173500/1251000] [938.0/1000.0] [batch_t 0.409 (0.409)] [data_t 0.015] [optim_t 0.393] [lr 0.000058] [CE 3.062 (3.690)] [KD 1.271 (1.541)] +2024-10-21 06:06:50,688 - Train: 93.81% [1173550/1251000] [938.1/1000.0] [batch_t 0.468 (0.444)] [data_t 0.015] [optim_t 0.453] [lr 0.000058] [CE 3.843 (3.727)] [KD 1.634 (1.541)] +2024-10-21 06:07:12,977 - Train: 93.81% [1173600/1251000] [938.1/1000.0] [batch_t 0.515 (0.446)] [data_t 0.015] [optim_t 0.499] [lr 0.000058] [CE 3.333 (3.683)] [KD 1.375 (1.512)] +2024-10-21 06:07:35,534 - Train: 93.82% [1173650/1251000] [938.2/1000.0] [batch_t 0.492 (0.451)] [data_t 0.015] [optim_t 0.476] [lr 0.000058] [CE 3.495 (3.705)] [KD 1.432 (1.519)] +2024-10-21 06:07:57,481 - Train: 93.82% [1173700/1251000] [938.2/1000.0] [batch_t 0.387 (0.439)] [data_t 0.015] [optim_t 0.372] [lr 0.000058] [CE 4.181 (3.723)] [KD 1.689 (1.542)] +2024-10-21 06:08:20,907 - Train: 93.82% [1173750/1251000] [938.2/1000.0] [batch_t 0.410 (0.468)] [data_t 0.016] [optim_t 0.395] [lr 0.000058] [CE 3.350 (3.725)] [KD 1.374 (1.541)] +2024-10-21 06:08:42,711 - Train: 93.83% [1173800/1251000] [938.3/1000.0] [batch_t 0.460 (0.436)] [data_t 0.015] [optim_t 0.445] [lr 0.000058] [CE 3.480 (3.812)] [KD 1.453 (1.596)] +2024-10-21 06:09:04,330 - Train: 93.83% [1173850/1251000] [938.3/1000.0] [batch_t 0.493 (0.432)] [data_t 0.015] [optim_t 0.477] [lr 0.000058] [CE 3.792 (3.745)] [KD 1.640 (1.546)] +2024-10-21 06:09:25,990 - Train: 93.84% [1173900/1251000] [938.4/1000.0] [batch_t 0.397 (0.433)] [data_t 0.015] [optim_t 0.382] [lr 0.000058] [CE 3.790 (3.644)] [KD 1.509 (1.506)] +2024-10-21 06:09:48,210 - Train: 93.84% [1173950/1251000] [938.4/1000.0] [batch_t 0.381 (0.444)] [data_t 0.015] [optim_t 0.366] [lr 0.000058] [CE 3.813 (3.751)] [KD 1.538 (1.553)] +2024-10-21 06:10:10,522 - Train: 93.84% [1174000/1251000] [938.4/1000.0] [batch_t 0.477 (0.446)] [data_t 0.015] [optim_t 0.462] [lr 0.000058] [CE 3.880 (3.706)] [KD 1.640 (1.516)] +2024-10-21 06:10:33,274 - Train: 93.85% [1174050/1251000] [938.5/1000.0] [batch_t 0.502 (0.455)] [data_t 0.015] [optim_t 0.487] [lr 0.000058] [CE 3.727 (3.747)] [KD 1.515 (1.548)] +2024-10-21 06:10:55,090 - Train: 93.85% [1174100/1251000] [938.5/1000.0] [batch_t 0.378 (0.436)] [data_t 0.015] [optim_t 0.362] [lr 0.000058] [CE 3.722 (3.750)] [KD 1.632 (1.537)] +2024-10-21 06:11:17,002 - Train: 93.86% [1174150/1251000] [938.6/1000.0] [batch_t 0.463 (0.438)] [data_t 0.015] [optim_t 0.448] [lr 0.000058] [CE 3.834 (3.700)] [KD 1.639 (1.536)] +2024-10-21 06:11:39,214 - Train: 93.86% [1174200/1251000] [938.6/1000.0] [batch_t 0.461 (0.444)] [data_t 0.015] [optim_t 0.446] [lr 0.000058] [CE 3.728 (3.683)] [KD 1.471 (1.525)] +2024-10-21 06:12:01,596 - Train: 93.86% [1174250/1251000] [938.6/1000.0] [batch_t 0.432 (0.448)] [data_t 0.016] [optim_t 0.417] [lr 0.000057] [CE 3.532 (3.719)] [KD 1.336 (1.529)] +2024-10-21 06:12:23,480 - Train: 93.87% [1174300/1251000] [938.7/1000.0] [batch_t 0.361 (0.438)] [data_t 0.015] [optim_t 0.345] [lr 0.000057] [CE 3.447 (3.660)] [KD 1.388 (1.510)] +2024-10-21 06:12:44,997 - Train: 93.87% [1174350/1251000] [938.7/1000.0] [batch_t 0.427 (0.430)] [data_t 0.015] [optim_t 0.411] [lr 0.000057] [CE 3.816 (3.708)] [KD 1.532 (1.518)] +2024-10-21 06:13:06,520 - Train: 93.88% [1174400/1251000] [938.8/1000.0] [batch_t 0.454 (0.430)] [data_t 0.015] [optim_t 0.439] [lr 0.000057] [CE 3.204 (3.668)] [KD 1.355 (1.530)] +2024-10-21 06:13:28,497 - Train: 93.88% [1174450/1251000] [938.8/1000.0] [batch_t 0.364 (0.439)] [data_t 0.015] [optim_t 0.349] [lr 0.000057] [CE 3.434 (3.683)] [KD 1.418 (1.515)] +2024-10-21 06:13:49,633 - Train: 93.88% [1174500/1251000] [938.8/1000.0] [batch_t 0.434 (0.423)] [data_t 0.016] [optim_t 0.418] [lr 0.000057] [CE 3.653 (3.711)] [KD 1.555 (1.529)] +2024-10-21 06:14:10,727 - Train: 93.89% [1174550/1251000] [938.9/1000.0] [batch_t 0.417 (0.422)] [data_t 0.015] [optim_t 0.402] [lr 0.000057] [CE 3.724 (3.675)] [KD 1.594 (1.505)] +2024-10-21 06:14:32,027 - Train: 93.89% [1174600/1251000] [938.9/1000.0] [batch_t 0.427 (0.426)] [data_t 0.015] [optim_t 0.412] [lr 0.000057] [CE 3.903 (3.770)] [KD 1.645 (1.555)] +2024-10-21 06:14:54,032 - Train: 93.90% [1174650/1251000] [939.0/1000.0] [batch_t 0.480 (0.440)] [data_t 0.015] [optim_t 0.464] [lr 0.000057] [CE 3.833 (3.710)] [KD 1.542 (1.534)] +2024-10-21 06:15:32,433 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 41576] [top5_cnt 48233] [top_all 50000] +2024-10-21 06:15:32,433 - net: 83.152 (96.466) +2024-10-21 06:15:53,391 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 41708] [top5_cnt 48277] [top_all 50000] +2024-10-21 06:15:53,392 - net_E: 83.416 (96.554) +2024-10-21 06:15:53,573 - Max [top1: 83.262 (epoch: 936)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 06:15:53,574 - ==> Total time: 6 days, 6:34:02 Eta: 9:46:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 06:16:04,455 - Train: 93.90% [1174700/1251000] [939.0/1000.0] [batch_t 0.360 (0.839)] [data_t 0.015] [optim_t 0.345] [lr 0.000057] [CE 3.534 (3.683)] [KD 1.432 (1.501)] +2024-10-21 06:16:24,659 - Train: 93.90% [1174750/1251000] [939.0/1000.0] [batch_t 0.517 (0.404)] [data_t 0.016] [optim_t 0.501] [lr 0.000057] [CE 3.731 (3.717)] [KD 1.567 (1.523)] +2024-10-21 06:16:45,381 - Train: 93.91% [1174800/1251000] [939.1/1000.0] [batch_t 0.381 (0.414)] [data_t 0.016] [optim_t 0.366] [lr 0.000057] [CE 3.491 (3.686)] [KD 1.566 (1.520)] +2024-10-21 06:17:07,111 - Train: 93.91% [1174850/1251000] [939.1/1000.0] [batch_t 0.579 (0.434)] [data_t 0.015] [optim_t 0.564] [lr 0.000057] [CE 3.626 (3.725)] [KD 1.412 (1.525)] +2024-10-21 06:17:29,135 - Train: 93.92% [1174900/1251000] [939.2/1000.0] [batch_t 0.486 (0.440)] [data_t 0.143] [optim_t 0.344] [lr 0.000057] [CE 3.536 (3.776)] [KD 1.413 (1.559)] +2024-10-21 06:17:51,488 - Train: 93.92% [1174950/1251000] [939.2/1000.0] [batch_t 0.437 (0.447)] [data_t 0.088] [optim_t 0.349] [lr 0.000057] [CE 3.815 (3.700)] [KD 1.496 (1.529)] +2024-10-21 06:18:12,681 - Train: 93.92% [1175000/1251000] [939.2/1000.0] [batch_t 0.372 (0.424)] [data_t 0.028] [optim_t 0.344] [lr 0.000057] [CE 4.124 (3.676)] [KD 1.723 (1.514)] +2024-10-21 06:18:34,817 - Train: 93.93% [1175050/1251000] [939.3/1000.0] [batch_t 0.527 (0.443)] [data_t 0.181] [optim_t 0.346] [lr 0.000057] [CE 3.897 (3.631)] [KD 1.612 (1.500)] +2024-10-21 06:18:55,780 - Train: 93.93% [1175100/1251000] [939.3/1000.0] [batch_t 0.437 (0.419)] [data_t 0.093] [optim_t 0.344] [lr 0.000057] [CE 3.481 (3.749)] [KD 1.369 (1.555)] +2024-10-21 06:19:17,689 - Train: 93.94% [1175150/1251000] [939.4/1000.0] [batch_t 0.418 (0.438)] [data_t 0.016] [optim_t 0.403] [lr 0.000057] [CE 3.863 (3.766)] [KD 1.662 (1.554)] +2024-10-21 06:19:39,039 - Train: 93.94% [1175200/1251000] [939.4/1000.0] [batch_t 0.416 (0.427)] [data_t 0.016] [optim_t 0.400] [lr 0.000057] [CE 3.210 (3.669)] [KD 1.328 (1.511)] +2024-10-21 06:20:00,580 - Train: 93.94% [1175250/1251000] [939.4/1000.0] [batch_t 0.369 (0.431)] [data_t 0.015] [optim_t 0.353] [lr 0.000057] [CE 3.676 (3.720)] [KD 1.525 (1.532)] +2024-10-21 06:20:21,995 - Train: 93.95% [1175300/1251000] [939.5/1000.0] [batch_t 0.478 (0.428)] [data_t 0.123] [optim_t 0.356] [lr 0.000057] [CE 3.772 (3.741)] [KD 1.510 (1.541)] +2024-10-21 06:20:43,952 - Train: 93.95% [1175350/1251000] [939.5/1000.0] [batch_t 0.370 (0.439)] [data_t 0.016] [optim_t 0.354] [lr 0.000057] [CE 3.392 (3.756)] [KD 1.369 (1.561)] +2024-10-21 06:21:06,095 - Train: 93.96% [1175400/1251000] [939.6/1000.0] [batch_t 0.494 (0.443)] [data_t 0.148] [optim_t 0.345] [lr 0.000057] [CE 3.714 (3.760)] [KD 1.509 (1.561)] +2024-10-21 06:21:27,539 - Train: 93.96% [1175450/1251000] [939.6/1000.0] [batch_t 0.381 (0.429)] [data_t 0.033] [optim_t 0.348] [lr 0.000057] [CE 3.918 (3.742)] [KD 1.689 (1.552)] +2024-10-21 06:21:49,251 - Train: 93.96% [1175500/1251000] [939.6/1000.0] [batch_t 0.377 (0.434)] [data_t 0.031] [optim_t 0.346] [lr 0.000057] [CE 3.537 (3.670)] [KD 1.500 (1.521)] +2024-10-21 06:22:11,028 - Train: 93.97% [1175550/1251000] [939.7/1000.0] [batch_t 0.377 (0.435)] [data_t 0.031] [optim_t 0.346] [lr 0.000057] [CE 3.995 (3.734)] [KD 1.600 (1.553)] +2024-10-21 06:22:32,618 - Train: 93.97% [1175600/1251000] [939.7/1000.0] [batch_t 0.466 (0.432)] [data_t 0.114] [optim_t 0.351] [lr 0.000057] [CE 3.317 (3.622)] [KD 1.469 (1.490)] +2024-10-21 06:22:53,967 - Train: 93.98% [1175650/1251000] [939.8/1000.0] [batch_t 0.410 (0.427)] [data_t 0.065] [optim_t 0.345] [lr 0.000057] [CE 3.350 (3.732)] [KD 1.360 (1.537)] +2024-10-21 06:23:15,624 - Train: 93.98% [1175700/1251000] [939.8/1000.0] [batch_t 0.390 (0.433)] [data_t 0.046] [optim_t 0.344] [lr 0.000056] [CE 3.876 (3.660)] [KD 1.425 (1.489)] +2024-10-21 06:23:37,144 - Train: 93.98% [1175750/1251000] [939.8/1000.0] [batch_t 0.459 (0.430)] [data_t 0.111] [optim_t 0.348] [lr 0.000056] [CE 3.585 (3.730)] [KD 1.533 (1.530)] +2024-10-21 06:23:58,591 - Train: 93.99% [1175800/1251000] [939.9/1000.0] [batch_t 0.441 (0.429)] [data_t 0.093] [optim_t 0.348] [lr 0.000056] [CE 3.548 (3.682)] [KD 1.489 (1.501)] +2024-10-21 06:24:19,854 - Train: 93.99% [1175850/1251000] [939.9/1000.0] [batch_t 0.379 (0.425)] [data_t 0.031] [optim_t 0.347] [lr 0.000056] [CE 3.213 (3.681)] [KD 1.257 (1.517)] +2024-10-21 06:24:41,450 - Train: 94.00% [1175900/1251000] [940.0/1000.0] [batch_t 0.380 (0.432)] [data_t 0.034] [optim_t 0.346] [lr 0.000056] [CE 4.098 (3.666)] [KD 1.591 (1.510)] +2024-10-21 06:25:20,565 - Test (net): 100.00% [50/50] [batch_t 0.177 (0.448)] [top1_cnt 41606] [top5_cnt 48232] [top_all 50000] +2024-10-21 06:25:20,566 - net: 83.212 (96.464) +2024-10-21 06:25:43,040 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 41719] [top5_cnt 48276] [top_all 50000] +2024-10-21 06:25:43,041 - net_E: 83.438 (96.552) +2024-10-21 06:25:43,192 - Max [top1: 83.262 (epoch: 936)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 06:25:43,192 - ==> Total time: 6 days, 6:43:51 Eta: 9:37:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 06:25:53,391 - Train: 94.00% [1175950/1251000] [940.0/1000.0] [batch_t 0.364 (0.875)] [data_t 0.015] [optim_t 0.349] [lr 0.000056] [CE 3.675 (3.825)] [KD 1.576 (1.628)] +2024-10-21 06:26:12,423 - Train: 94.00% [1176000/1251000] [940.0/1000.0] [batch_t 0.360 (0.381)] [data_t 0.015] [optim_t 0.345] [lr 0.000056] [CE 3.912 (3.689)] [KD 1.648 (1.510)] +2024-10-21 06:26:34,323 - Train: 94.01% [1176050/1251000] [940.1/1000.0] [batch_t 0.477 (0.438)] [data_t 0.015] [optim_t 0.462] [lr 0.000056] [CE 3.065 (3.751)] [KD 1.271 (1.538)] +2024-10-21 06:26:56,075 - Train: 94.01% [1176100/1251000] [940.1/1000.0] [batch_t 0.489 (0.435)] [data_t 0.015] [optim_t 0.473] [lr 0.000056] [CE 3.965 (3.726)] [KD 1.765 (1.522)] +2024-10-21 06:27:17,365 - Train: 94.02% [1176150/1251000] [940.2/1000.0] [batch_t 0.372 (0.426)] [data_t 0.015] [optim_t 0.357] [lr 0.000056] [CE 3.474 (3.750)] [KD 1.494 (1.552)] +2024-10-21 06:27:38,955 - Train: 94.02% [1176200/1251000] [940.2/1000.0] [batch_t 0.387 (0.432)] [data_t 0.015] [optim_t 0.371] [lr 0.000056] [CE 4.274 (3.696)] [KD 1.704 (1.519)] +2024-10-21 06:28:00,730 - Train: 94.02% [1176250/1251000] [940.2/1000.0] [batch_t 0.465 (0.435)] [data_t 0.015] [optim_t 0.450] [lr 0.000056] [CE 3.713 (3.801)] [KD 1.496 (1.590)] +2024-10-21 06:28:22,355 - Train: 94.03% [1176300/1251000] [940.3/1000.0] [batch_t 0.513 (0.432)] [data_t 0.015] [optim_t 0.498] [lr 0.000056] [CE 3.724 (3.707)] [KD 1.559 (1.520)] +2024-10-21 06:28:43,350 - Train: 94.03% [1176350/1251000] [940.3/1000.0] [batch_t 0.381 (0.420)] [data_t 0.015] [optim_t 0.365] [lr 0.000056] [CE 3.296 (3.630)] [KD 1.374 (1.494)] +2024-10-21 06:29:04,262 - Train: 94.04% [1176400/1251000] [940.4/1000.0] [batch_t 0.401 (0.418)] [data_t 0.015] [optim_t 0.386] [lr 0.000056] [CE 3.203 (3.675)] [KD 1.233 (1.517)] +2024-10-21 06:29:25,796 - Train: 94.04% [1176450/1251000] [940.4/1000.0] [batch_t 0.389 (0.431)] [data_t 0.015] [optim_t 0.374] [lr 0.000056] [CE 3.122 (3.724)] [KD 1.279 (1.540)] +2024-10-21 06:29:47,444 - Train: 94.04% [1176500/1251000] [940.4/1000.0] [batch_t 0.479 (0.433)] [data_t 0.016] [optim_t 0.463] [lr 0.000056] [CE 3.704 (3.746)] [KD 1.545 (1.571)] +2024-10-21 06:30:09,502 - Train: 94.05% [1176550/1251000] [940.5/1000.0] [batch_t 0.367 (0.441)] [data_t 0.015] [optim_t 0.351] [lr 0.000056] [CE 3.304 (3.674)] [KD 1.458 (1.516)] +2024-10-21 06:30:31,548 - Train: 94.05% [1176600/1251000] [940.5/1000.0] [batch_t 0.465 (0.441)] [data_t 0.015] [optim_t 0.450] [lr 0.000056] [CE 3.884 (3.769)] [KD 1.617 (1.544)] +2024-10-21 06:30:53,132 - Train: 94.06% [1176650/1251000] [940.6/1000.0] [batch_t 0.428 (0.432)] [data_t 0.015] [optim_t 0.413] [lr 0.000056] [CE 3.771 (3.789)] [KD 1.598 (1.572)] +2024-10-21 06:31:14,290 - Train: 94.06% [1176700/1251000] [940.6/1000.0] [batch_t 0.408 (0.423)] [data_t 0.015] [optim_t 0.393] [lr 0.000056] [CE 3.909 (3.668)] [KD 1.655 (1.519)] +2024-10-21 06:31:35,778 - Train: 94.06% [1176750/1251000] [940.6/1000.0] [batch_t 0.415 (0.430)] [data_t 0.015] [optim_t 0.399] [lr 0.000056] [CE 3.339 (3.651)] [KD 1.309 (1.494)] +2024-10-21 06:31:57,449 - Train: 94.07% [1176800/1251000] [940.7/1000.0] [batch_t 0.406 (0.433)] [data_t 0.016] [optim_t 0.390] [lr 0.000056] [CE 3.702 (3.647)] [KD 1.593 (1.510)] +2024-10-21 06:32:18,830 - Train: 94.07% [1176850/1251000] [940.7/1000.0] [batch_t 0.406 (0.427)] [data_t 0.015] [optim_t 0.390] [lr 0.000056] [CE 4.000 (3.682)] [KD 1.724 (1.529)] +2024-10-21 06:32:40,846 - Train: 94.08% [1176900/1251000] [940.8/1000.0] [batch_t 0.464 (0.440)] [data_t 0.015] [optim_t 0.449] [lr 0.000056] [CE 3.782 (3.674)] [KD 1.657 (1.523)] +2024-10-21 06:33:02,651 - Train: 94.08% [1176950/1251000] [940.8/1000.0] [batch_t 0.413 (0.436)] [data_t 0.015] [optim_t 0.397] [lr 0.000056] [CE 3.177 (3.686)] [KD 1.349 (1.518)] +2024-10-21 06:33:24,095 - Train: 94.08% [1177000/1251000] [940.8/1000.0] [batch_t 0.366 (0.429)] [data_t 0.015] [optim_t 0.350] [lr 0.000056] [CE 3.753 (3.650)] [KD 1.505 (1.496)] +2024-10-21 06:33:45,608 - Train: 94.09% [1177050/1251000] [940.9/1000.0] [batch_t 0.556 (0.430)] [data_t 0.015] [optim_t 0.540] [lr 0.000056] [CE 3.364 (3.685)] [KD 1.349 (1.507)] +2024-10-21 06:34:07,562 - Train: 94.09% [1177100/1251000] [940.9/1000.0] [batch_t 0.450 (0.439)] [data_t 0.015] [optim_t 0.434] [lr 0.000055] [CE 3.911 (3.635)] [KD 1.559 (1.502)] +2024-10-21 06:34:29,464 - Train: 94.10% [1177150/1251000] [941.0/1000.0] [batch_t 0.459 (0.438)] [data_t 0.016] [optim_t 0.443] [lr 0.000055] [CE 3.848 (3.727)] [KD 1.660 (1.544)] +2024-10-21 06:35:08,185 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 41550] [top5_cnt 48249] [top_all 50000] +2024-10-21 06:35:08,185 - net: 83.100 (96.498) +2024-10-21 06:35:29,391 - Test (net_E): 100.00% [50/50] [batch_t 0.131 (0.416)] [top1_cnt 41721] [top5_cnt 48280] [top_all 50000] +2024-10-21 06:35:29,392 - net_E: 83.442 (96.560) +2024-10-21 06:35:29,552 - Max [top1: 83.262 (epoch: 936)] [top1-ema: 83.498 (epoch: 921)] +2024-10-21 06:35:29,552 - ==> Total time: 6 days, 6:53:38 Eta: 9:27:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 06:35:39,368 - Train: 94.10% [1177200/1251000] [941.0/1000.0] [batch_t 0.366 (0.934)] [data_t 0.015] [optim_t 0.351] [lr 0.000055] [CE 3.467 (3.604)] [KD 1.285 (1.440)] +2024-10-21 06:35:59,207 - Train: 94.10% [1177250/1251000] [941.0/1000.0] [batch_t 0.450 (0.397)] [data_t 0.016] [optim_t 0.434] [lr 0.000055] [CE 3.584 (3.773)] [KD 1.566 (1.572)] +2024-10-21 06:36:21,460 - Train: 94.11% [1177300/1251000] [941.1/1000.0] [batch_t 0.607 (0.445)] [data_t 0.016] [optim_t 0.592] [lr 0.000055] [CE 4.041 (3.705)] [KD 1.692 (1.538)] +2024-10-21 06:36:42,485 - Train: 94.11% [1177350/1251000] [941.1/1000.0] [batch_t 0.417 (0.420)] [data_t 0.015] [optim_t 0.401] [lr 0.000055] [CE 3.506 (3.732)] [KD 1.424 (1.567)] +2024-10-21 06:37:03,515 - Train: 94.12% [1177400/1251000] [941.2/1000.0] [batch_t 0.461 (0.420)] [data_t 0.015] [optim_t 0.446] [lr 0.000055] [CE 3.637 (3.740)] [KD 1.531 (1.560)] +2024-10-21 06:37:24,381 - Train: 94.12% [1177450/1251000] [941.2/1000.0] [batch_t 0.473 (0.417)] [data_t 0.016] [optim_t 0.458] [lr 0.000055] [CE 3.160 (3.666)] [KD 1.234 (1.483)] +2024-10-21 06:37:45,418 - Train: 94.12% [1177500/1251000] [941.2/1000.0] [batch_t 0.371 (0.421)] [data_t 0.016] [optim_t 0.355] [lr 0.000055] [CE 3.494 (3.706)] [KD 1.481 (1.531)] +2024-10-21 06:38:07,430 - Train: 94.13% [1177550/1251000] [941.3/1000.0] [batch_t 0.470 (0.440)] [data_t 0.015] [optim_t 0.455] [lr 0.000055] [CE 3.586 (3.717)] [KD 1.450 (1.537)] +2024-10-21 06:38:29,199 - Train: 94.13% [1177600/1251000] [941.3/1000.0] [batch_t 0.398 (0.435)] [data_t 0.015] [optim_t 0.383] [lr 0.000055] [CE 3.934 (3.680)] [KD 1.707 (1.515)] +2024-10-21 06:38:50,744 - Train: 94.14% [1177650/1251000] [941.4/1000.0] [batch_t 0.433 (0.431)] [data_t 0.015] [optim_t 0.418] [lr 0.000055] [CE 3.660 (3.677)] [KD 1.577 (1.507)] +2024-10-21 06:39:12,822 - Train: 94.14% [1177700/1251000] [941.4/1000.0] [batch_t 0.511 (0.441)] [data_t 0.015] [optim_t 0.496] [lr 0.000055] [CE 3.690 (3.768)] [KD 1.567 (1.549)] +2024-10-21 06:39:34,675 - Train: 94.14% [1177750/1251000] [941.4/1000.0] [batch_t 0.361 (0.437)] [data_t 0.016] [optim_t 0.345] [lr 0.000055] [CE 3.602 (3.732)] [KD 1.490 (1.552)] +2024-10-21 06:39:55,355 - Train: 94.15% [1177800/1251000] [941.5/1000.0] [batch_t 0.376 (0.413)] [data_t 0.016] [optim_t 0.360] [lr 0.000055] [CE 3.634 (3.727)] [KD 1.487 (1.552)] +2024-10-21 06:40:16,639 - Train: 94.15% [1177850/1251000] [941.5/1000.0] [batch_t 0.404 (0.426)] [data_t 0.015] [optim_t 0.389] [lr 0.000055] [CE 3.687 (3.743)] [KD 1.571 (1.541)] +2024-10-21 06:40:38,219 - Train: 94.16% [1177900/1251000] [941.6/1000.0] [batch_t 0.455 (0.431)] [data_t 0.015] [optim_t 0.440] [lr 0.000055] [CE 3.597 (3.696)] [KD 1.392 (1.518)] +2024-10-21 06:41:00,227 - Train: 94.16% [1177950/1251000] [941.6/1000.0] [batch_t 0.360 (0.440)] [data_t 0.016] [optim_t 0.345] [lr 0.000055] [CE 3.721 (3.681)] [KD 1.522 (1.514)] +2024-10-21 06:41:22,327 - Train: 94.16% [1178000/1251000] [941.6/1000.0] [batch_t 0.467 (0.442)] [data_t 0.015] [optim_t 0.452] [lr 0.000055] [CE 3.636 (3.736)] [KD 1.478 (1.541)] +2024-10-21 06:41:43,883 - Train: 94.17% [1178050/1251000] [941.7/1000.0] [batch_t 0.423 (0.431)] [data_t 0.015] [optim_t 0.408] [lr 0.000055] [CE 4.174 (3.705)] [KD 1.629 (1.526)] +2024-10-21 06:42:05,692 - Train: 94.17% [1178100/1251000] [941.7/1000.0] [batch_t 0.490 (0.436)] [data_t 0.015] [optim_t 0.475] [lr 0.000055] [CE 3.798 (3.751)] [KD 1.546 (1.546)] +2024-10-21 06:42:27,232 - Train: 94.18% [1178150/1251000] [941.8/1000.0] [batch_t 0.459 (0.431)] [data_t 0.015] [optim_t 0.444] [lr 0.000055] [CE 3.239 (3.679)] [KD 1.322 (1.522)] +2024-10-21 06:42:48,364 - Train: 94.18% [1178200/1251000] [941.8/1000.0] [batch_t 0.429 (0.423)] [data_t 0.015] [optim_t 0.413] [lr 0.000055] [CE 4.011 (3.674)] [KD 1.679 (1.515)] +2024-10-21 06:43:09,657 - Train: 94.18% [1178250/1251000] [941.8/1000.0] [batch_t 0.456 (0.426)] [data_t 0.015] [optim_t 0.441] [lr 0.000055] [CE 3.741 (3.757)] [KD 1.530 (1.547)] +2024-10-21 06:43:31,091 - Train: 94.19% [1178300/1251000] [941.9/1000.0] [batch_t 0.490 (0.429)] [data_t 0.015] [optim_t 0.474] [lr 0.000055] [CE 4.078 (3.702)] [KD 1.738 (1.517)] +2024-10-21 06:43:52,005 - Train: 94.19% [1178350/1251000] [941.9/1000.0] [batch_t 0.450 (0.418)] [data_t 0.091] [optim_t 0.360] [lr 0.000055] [CE 3.595 (3.637)] [KD 1.414 (1.511)] +2024-10-21 06:44:13,227 - Train: 94.20% [1178400/1251000] [942.0/1000.0] [batch_t 0.451 (0.424)] [data_t 0.105] [optim_t 0.346] [lr 0.000055] [CE 4.089 (3.685)] [KD 1.646 (1.501)] +2024-10-21 06:44:52,903 - Test (net): 100.00% [50/50] [batch_t 0.207 (0.447)] [top1_cnt 41552] [top5_cnt 48233] [top_all 50000] +2024-10-21 06:44:52,904 - net: 83.104 (96.466) +2024-10-21 06:45:14,549 - Test (net_E): 100.00% [50/50] [batch_t 0.130 (0.425)] [top1_cnt 41750] [top5_cnt 48279] [top_all 50000] +2024-10-21 06:45:14,549 - net_E: 83.500 (96.558) +2024-10-21 06:45:14,716 - Max [top1: 83.262 (epoch: 936)] [top1-ema: 83.500 (epoch: 942)] +2024-10-21 06:45:14,716 - ==> Total time: 6 days, 7:03:23 Eta: 9:18:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 06:45:25,975 - Train: 94.20% [1178450/1251000] [942.0/1000.0] [batch_t 0.364 (0.852)] [data_t 0.016] [optim_t 0.348] [lr 0.000055] [CE 3.537 (3.774)] [KD 1.501 (1.498)] +2024-10-21 06:45:45,273 - Train: 94.20% [1178500/1251000] [942.0/1000.0] [batch_t 0.369 (0.386)] [data_t 0.015] [optim_t 0.353] [lr 0.000055] [CE 4.118 (3.815)] [KD 1.730 (1.578)] +2024-10-21 06:46:07,541 - Train: 94.21% [1178550/1251000] [942.1/1000.0] [batch_t 0.491 (0.445)] [data_t 0.015] [optim_t 0.475] [lr 0.000055] [CE 3.500 (3.649)] [KD 1.341 (1.501)] +2024-10-21 06:46:29,987 - Train: 94.21% [1178600/1251000] [942.1/1000.0] [batch_t 0.446 (0.449)] [data_t 0.015] [optim_t 0.431] [lr 0.000054] [CE 3.442 (3.689)] [KD 1.344 (1.525)] +2024-10-21 06:46:52,168 - Train: 94.22% [1178650/1251000] [942.2/1000.0] [batch_t 0.456 (0.444)] [data_t 0.015] [optim_t 0.440] [lr 0.000054] [CE 3.631 (3.771)] [KD 1.588 (1.554)] +2024-10-21 06:47:14,142 - Train: 94.22% [1178700/1251000] [942.2/1000.0] [batch_t 0.440 (0.439)] [data_t 0.016] [optim_t 0.424] [lr 0.000054] [CE 3.666 (3.657)] [KD 1.433 (1.492)] +2024-10-21 06:47:35,719 - Train: 94.22% [1178750/1251000] [942.2/1000.0] [batch_t 0.403 (0.431)] [data_t 0.015] [optim_t 0.388] [lr 0.000054] [CE 3.473 (3.765)] [KD 1.427 (1.551)] +2024-10-21 06:47:58,550 - Train: 94.23% [1178800/1251000] [942.3/1000.0] [batch_t 0.482 (0.457)] [data_t 0.016] [optim_t 0.466] [lr 0.000054] [CE 3.500 (3.787)] [KD 1.466 (1.565)] +2024-10-21 06:48:21,143 - Train: 94.23% [1178850/1251000] [942.3/1000.0] [batch_t 0.364 (0.452)] [data_t 0.016] [optim_t 0.348] [lr 0.000054] [CE 4.216 (3.746)] [KD 1.687 (1.541)] +2024-10-21 06:48:42,106 - Train: 94.24% [1178900/1251000] [942.4/1000.0] [batch_t 0.380 (0.419)] [data_t 0.015] [optim_t 0.365] [lr 0.000054] [CE 3.639 (3.761)] [KD 1.422 (1.552)] +2024-10-21 06:49:03,809 - Train: 94.24% [1178950/1251000] [942.4/1000.0] [batch_t 0.456 (0.434)] [data_t 0.015] [optim_t 0.440] [lr 0.000054] [CE 3.748 (3.679)] [KD 1.579 (1.512)] +2024-10-21 06:49:25,230 - Train: 94.24% [1179000/1251000] [942.4/1000.0] [batch_t 0.508 (0.428)] [data_t 0.015] [optim_t 0.492] [lr 0.000054] [CE 3.519 (3.678)] [KD 1.551 (1.501)] +2024-10-21 06:49:46,663 - Train: 94.25% [1179050/1251000] [942.5/1000.0] [batch_t 0.360 (0.429)] [data_t 0.015] [optim_t 0.345] [lr 0.000054] [CE 3.871 (3.761)] [KD 1.512 (1.536)] +2024-10-21 06:50:08,727 - Train: 94.25% [1179100/1251000] [942.5/1000.0] [batch_t 0.451 (0.441)] [data_t 0.015] [optim_t 0.436] [lr 0.000054] [CE 3.991 (3.757)] [KD 1.565 (1.550)] +2024-10-21 06:50:31,246 - Train: 94.26% [1179150/1251000] [942.6/1000.0] [batch_t 0.481 (0.450)] [data_t 0.015] [optim_t 0.466] [lr 0.000054] [CE 3.716 (3.760)] [KD 1.454 (1.544)] +2024-10-21 06:50:53,645 - Train: 94.26% [1179200/1251000] [942.6/1000.0] [batch_t 0.400 (0.448)] [data_t 0.015] [optim_t 0.385] [lr 0.000054] [CE 4.060 (3.759)] [KD 1.680 (1.549)] +2024-10-21 06:51:15,948 - Train: 94.26% [1179250/1251000] [942.6/1000.0] [batch_t 0.368 (0.446)] [data_t 0.015] [optim_t 0.352] [lr 0.000054] [CE 3.149 (3.672)] [KD 1.245 (1.496)] +2024-10-21 06:51:37,622 - Train: 94.27% [1179300/1251000] [942.7/1000.0] [batch_t 0.480 (0.433)] [data_t 0.015] [optim_t 0.464] [lr 0.000054] [CE 3.549 (3.690)] [KD 1.578 (1.518)] +2024-10-21 06:52:00,054 - Train: 94.27% [1179350/1251000] [942.7/1000.0] [batch_t 0.474 (0.449)] [data_t 0.015] [optim_t 0.459] [lr 0.000054] [CE 3.476 (3.704)] [KD 1.338 (1.528)] +2024-10-21 06:52:22,844 - Train: 94.28% [1179400/1251000] [942.8/1000.0] [batch_t 0.402 (0.456)] [data_t 0.015] [optim_t 0.387] [lr 0.000054] [CE 3.631 (3.660)] [KD 1.481 (1.502)] +2024-10-21 06:52:45,648 - Train: 94.28% [1179450/1251000] [942.8/1000.0] [batch_t 0.442 (0.456)] [data_t 0.015] [optim_t 0.427] [lr 0.000054] [CE 3.544 (3.732)] [KD 1.456 (1.537)] +2024-10-21 06:53:07,881 - Train: 94.28% [1179500/1251000] [942.8/1000.0] [batch_t 0.492 (0.445)] [data_t 0.016] [optim_t 0.476] [lr 0.000054] [CE 4.018 (3.724)] [KD 1.643 (1.546)] +2024-10-21 06:53:29,220 - Train: 94.29% [1179550/1251000] [942.9/1000.0] [batch_t 0.461 (0.427)] [data_t 0.016] [optim_t 0.445] [lr 0.000054] [CE 3.724 (3.765)] [KD 1.410 (1.540)] +2024-10-21 06:53:52,542 - Train: 94.29% [1179600/1251000] [942.9/1000.0] [batch_t 0.463 (0.466)] [data_t 0.016] [optim_t 0.448] [lr 0.000054] [CE 3.545 (3.706)] [KD 1.403 (1.528)] +2024-10-21 06:54:15,473 - Train: 94.30% [1179650/1251000] [943.0/1000.0] [batch_t 0.437 (0.459)] [data_t 0.015] [optim_t 0.422] [lr 0.000054] [CE 3.447 (3.720)] [KD 1.615 (1.537)] +2024-10-21 06:54:56,255 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41592] [top5_cnt 48254] [top_all 50000] +2024-10-21 06:54:56,256 - net: 83.184 (96.508) +2024-10-21 06:55:18,162 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 41728] [top5_cnt 48277] [top_all 50000] +2024-10-21 06:55:18,162 - net_E: 83.456 (96.554) +2024-10-21 06:55:18,323 - Max [top1: 83.262 (epoch: 936)] [top1-ema: 83.500 (epoch: 942)] +2024-10-21 06:55:18,323 - ==> Total time: 6 days, 7:13:26 Eta: 9:08:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 06:55:27,664 - Train: 94.30% [1179700/1251000] [943.0/1000.0] [batch_t 0.358 (1.111)] [data_t 0.015] [optim_t 0.343] [lr 0.000054] [CE 3.754 (3.787)] [KD 1.643 (1.569)] +2024-10-21 06:55:47,353 - Train: 94.30% [1179750/1251000] [943.0/1000.0] [batch_t 0.409 (0.394)] [data_t 0.064] [optim_t 0.344] [lr 0.000054] [CE 3.731 (3.716)] [KD 1.422 (1.525)] +2024-10-21 06:56:10,726 - Train: 94.31% [1179800/1251000] [943.1/1000.0] [batch_t 0.428 (0.467)] [data_t 0.085] [optim_t 0.343] [lr 0.000054] [CE 3.830 (3.701)] [KD 1.488 (1.503)] +2024-10-21 06:56:32,804 - Train: 94.31% [1179850/1251000] [943.1/1000.0] [batch_t 0.505 (0.441)] [data_t 0.162] [optim_t 0.343] [lr 0.000054] [CE 3.839 (3.639)] [KD 1.568 (1.490)] +2024-10-21 06:56:54,757 - Train: 94.32% [1179900/1251000] [943.2/1000.0] [batch_t 0.480 (0.439)] [data_t 0.132] [optim_t 0.348] [lr 0.000054] [CE 3.661 (3.681)] [KD 1.529 (1.520)] +2024-10-21 06:57:16,735 - Train: 94.32% [1179950/1251000] [943.2/1000.0] [batch_t 0.498 (0.439)] [data_t 0.151] [optim_t 0.347] [lr 0.000054] [CE 3.784 (3.727)] [KD 1.722 (1.540)] +2024-10-21 06:57:38,534 - Train: 94.32% [1180000/1251000] [943.2/1000.0] [batch_t 0.394 (0.436)] [data_t 0.045] [optim_t 0.348] [lr 0.000054] [CE 4.143 (3.749)] [KD 1.675 (1.526)] +2024-10-21 06:58:00,178 - Train: 94.33% [1180050/1251000] [943.3/1000.0] [batch_t 0.506 (0.433)] [data_t 0.164] [optim_t 0.342] [lr 0.000054] [CE 3.770 (3.686)] [KD 1.563 (1.508)] +2024-10-21 06:58:22,279 - Train: 94.33% [1180100/1251000] [943.3/1000.0] [batch_t 0.439 (0.442)] [data_t 0.071] [optim_t 0.368] [lr 0.000053] [CE 3.910 (3.732)] [KD 1.450 (1.528)] +2024-10-21 06:58:43,977 - Train: 94.34% [1180150/1251000] [943.4/1000.0] [batch_t 0.436 (0.434)] [data_t 0.089] [optim_t 0.347] [lr 0.000053] [CE 3.817 (3.752)] [KD 1.673 (1.553)] +2024-10-21 06:59:05,522 - Train: 94.34% [1180200/1251000] [943.4/1000.0] [batch_t 0.496 (0.431)] [data_t 0.016] [optim_t 0.481] [lr 0.000053] [CE 3.285 (3.646)] [KD 1.425 (1.478)] +2024-10-21 06:59:27,700 - Train: 94.34% [1180250/1251000] [943.4/1000.0] [batch_t 0.498 (0.443)] [data_t 0.156] [optim_t 0.342] [lr 0.000053] [CE 3.612 (3.770)] [KD 1.486 (1.568)] +2024-10-21 06:59:49,764 - Train: 94.35% [1180300/1251000] [943.5/1000.0] [batch_t 0.442 (0.441)] [data_t 0.101] [optim_t 0.341] [lr 0.000053] [CE 3.820 (3.703)] [KD 1.597 (1.516)] +2024-10-21 07:00:11,830 - Train: 94.35% [1180350/1251000] [943.5/1000.0] [batch_t 0.382 (0.441)] [data_t 0.035] [optim_t 0.346] [lr 0.000053] [CE 3.766 (3.730)] [KD 1.421 (1.537)] +2024-10-21 07:00:33,929 - Train: 94.36% [1180400/1251000] [943.6/1000.0] [batch_t 0.445 (0.442)] [data_t 0.102] [optim_t 0.343] [lr 0.000053] [CE 3.463 (3.639)] [KD 1.395 (1.483)] +2024-10-21 07:00:56,048 - Train: 94.36% [1180450/1251000] [943.6/1000.0] [batch_t 0.469 (0.442)] [data_t 0.123] [optim_t 0.347] [lr 0.000053] [CE 3.778 (3.752)] [KD 1.549 (1.537)] +2024-10-21 07:01:18,169 - Train: 94.36% [1180500/1251000] [943.6/1000.0] [batch_t 0.476 (0.442)] [data_t 0.129] [optim_t 0.348] [lr 0.000053] [CE 3.366 (3.669)] [KD 1.459 (1.507)] +2024-10-21 07:01:41,501 - Train: 94.37% [1180550/1251000] [943.7/1000.0] [batch_t 0.457 (0.467)] [data_t 0.015] [optim_t 0.441] [lr 0.000053] [CE 3.826 (3.707)] [KD 1.629 (1.523)] +2024-10-21 07:02:03,155 - Train: 94.37% [1180600/1251000] [943.7/1000.0] [batch_t 0.367 (0.433)] [data_t 0.016] [optim_t 0.351] [lr 0.000053] [CE 3.571 (3.697)] [KD 1.450 (1.512)] +2024-10-21 07:02:24,587 - Train: 94.38% [1180650/1251000] [943.8/1000.0] [batch_t 0.444 (0.429)] [data_t 0.085] [optim_t 0.359] [lr 0.000053] [CE 3.915 (3.708)] [KD 1.564 (1.517)] +2024-10-21 07:02:46,164 - Train: 94.38% [1180700/1251000] [943.8/1000.0] [batch_t 0.395 (0.431)] [data_t 0.051] [optim_t 0.343] [lr 0.000053] [CE 3.575 (3.671)] [KD 1.402 (1.521)] +2024-10-21 07:03:08,857 - Train: 94.38% [1180750/1251000] [943.8/1000.0] [batch_t 0.497 (0.454)] [data_t 0.152] [optim_t 0.345] [lr 0.000053] [CE 3.607 (3.708)] [KD 1.550 (1.528)] +2024-10-21 07:03:31,639 - Train: 94.39% [1180800/1251000] [943.9/1000.0] [batch_t 0.475 (0.456)] [data_t 0.015] [optim_t 0.460] [lr 0.000053] [CE 3.684 (3.681)] [KD 1.502 (1.501)] +2024-10-21 07:03:53,726 - Train: 94.39% [1180850/1251000] [943.9/1000.0] [batch_t 0.402 (0.442)] [data_t 0.015] [optim_t 0.387] [lr 0.000053] [CE 3.705 (3.717)] [KD 1.511 (1.517)] +2024-10-21 07:04:15,679 - Train: 94.40% [1180900/1251000] [944.0/1000.0] [batch_t 0.477 (0.439)] [data_t 0.015] [optim_t 0.461] [lr 0.000053] [CE 3.602 (3.733)] [KD 1.583 (1.519)] +2024-10-21 07:04:56,619 - Test (net): 100.00% [50/50] [batch_t 0.152 (0.439)] [top1_cnt 41612] [top5_cnt 48273] [top_all 50000] +2024-10-21 07:04:56,619 - net: 83.224 (96.546) +2024-10-21 07:05:19,675 - Test (net_E): 100.00% [50/50] [batch_t 0.191 (0.451)] [top1_cnt 41742] [top5_cnt 48280] [top_all 50000] +2024-10-21 07:05:19,675 - net_E: 83.484 (96.560) +2024-10-21 07:05:19,863 - Max [top1: 83.262 (epoch: 936)] [top1-ema: 83.500 (epoch: 942)] +2024-10-21 07:05:19,863 - ==> Total time: 6 days, 7:23:28 Eta: 8:58:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 07:05:28,311 - Train: 94.40% [1180950/1251000] [944.0/1000.0] [batch_t 0.364 (1.150)] [data_t 0.015] [optim_t 0.348] [lr 0.000053] [CE 2.986 (3.501)] [KD 1.197 (1.415)] +2024-10-21 07:05:50,011 - Train: 94.40% [1181000/1251000] [944.0/1000.0] [batch_t 0.368 (0.434)] [data_t 0.015] [optim_t 0.352] [lr 0.000053] [CE 3.806 (3.707)] [KD 1.572 (1.527)] +2024-10-21 07:06:12,513 - Train: 94.41% [1181050/1251000] [944.1/1000.0] [batch_t 0.492 (0.450)] [data_t 0.148] [optim_t 0.343] [lr 0.000053] [CE 4.117 (3.658)] [KD 1.699 (1.496)] +2024-10-21 07:06:34,881 - Train: 94.41% [1181100/1251000] [944.1/1000.0] [batch_t 0.448 (0.447)] [data_t 0.100] [optim_t 0.349] [lr 0.000053] [CE 3.751 (3.725)] [KD 1.570 (1.527)] +2024-10-21 07:06:57,625 - Train: 94.42% [1181150/1251000] [944.2/1000.0] [batch_t 0.463 (0.455)] [data_t 0.119] [optim_t 0.344] [lr 0.000053] [CE 4.236 (3.729)] [KD 1.781 (1.539)] +2024-10-21 07:07:19,627 - Train: 94.42% [1181200/1251000] [944.2/1000.0] [batch_t 0.458 (0.440)] [data_t 0.015] [optim_t 0.442] [lr 0.000053] [CE 3.724 (3.743)] [KD 1.577 (1.546)] +2024-10-21 07:07:42,595 - Train: 94.42% [1181250/1251000] [944.2/1000.0] [batch_t 0.430 (0.459)] [data_t 0.015] [optim_t 0.414] [lr 0.000053] [CE 3.719 (3.717)] [KD 1.551 (1.517)] +2024-10-21 07:08:03,567 - Train: 94.43% [1181300/1251000] [944.3/1000.0] [batch_t 0.393 (0.419)] [data_t 0.016] [optim_t 0.377] [lr 0.000053] [CE 3.656 (3.717)] [KD 1.504 (1.531)] +2024-10-21 07:08:24,500 - Train: 94.43% [1181350/1251000] [944.3/1000.0] [batch_t 0.366 (0.419)] [data_t 0.016] [optim_t 0.351] [lr 0.000053] [CE 3.580 (3.707)] [KD 1.509 (1.513)] +2024-10-21 07:08:45,526 - Train: 94.44% [1181400/1251000] [944.4/1000.0] [batch_t 0.426 (0.420)] [data_t 0.015] [optim_t 0.411] [lr 0.000053] [CE 3.670 (3.770)] [KD 1.506 (1.562)] +2024-10-21 07:09:07,323 - Train: 94.44% [1181450/1251000] [944.4/1000.0] [batch_t 0.471 (0.436)] [data_t 0.015] [optim_t 0.456] [lr 0.000053] [CE 3.565 (3.691)] [KD 1.526 (1.524)] +2024-10-21 07:09:28,949 - Train: 94.44% [1181500/1251000] [944.4/1000.0] [batch_t 0.365 (0.432)] [data_t 0.016] [optim_t 0.350] [lr 0.000053] [CE 4.010 (3.687)] [KD 1.665 (1.516)] +2024-10-21 07:09:50,405 - Train: 94.45% [1181550/1251000] [944.5/1000.0] [batch_t 0.362 (0.429)] [data_t 0.015] [optim_t 0.347] [lr 0.000053] [CE 3.383 (3.624)] [KD 1.453 (1.477)] +2024-10-21 07:10:11,631 - Train: 94.45% [1181600/1251000] [944.5/1000.0] [batch_t 0.437 (0.424)] [data_t 0.015] [optim_t 0.422] [lr 0.000052] [CE 3.679 (3.649)] [KD 1.533 (1.489)] +2024-10-21 07:10:32,814 - Train: 94.46% [1181650/1251000] [944.6/1000.0] [batch_t 0.411 (0.424)] [data_t 0.015] [optim_t 0.395] [lr 0.000052] [CE 3.521 (3.699)] [KD 1.413 (1.521)] +2024-10-21 07:10:54,396 - Train: 94.46% [1181700/1251000] [944.6/1000.0] [batch_t 0.458 (0.432)] [data_t 0.016] [optim_t 0.442] [lr 0.000052] [CE 3.866 (3.654)] [KD 1.586 (1.501)] +2024-10-21 07:11:16,248 - Train: 94.46% [1181750/1251000] [944.6/1000.0] [batch_t 0.385 (0.437)] [data_t 0.015] [optim_t 0.369] [lr 0.000052] [CE 3.748 (3.634)] [KD 1.604 (1.485)] +2024-10-21 07:11:38,230 - Train: 94.47% [1181800/1251000] [944.7/1000.0] [batch_t 0.450 (0.440)] [data_t 0.016] [optim_t 0.434] [lr 0.000052] [CE 3.500 (3.722)] [KD 1.397 (1.533)] +2024-10-21 07:11:59,961 - Train: 94.47% [1181850/1251000] [944.7/1000.0] [batch_t 0.560 (0.434)] [data_t 0.015] [optim_t 0.545] [lr 0.000052] [CE 3.709 (3.684)] [KD 1.577 (1.520)] +2024-10-21 07:12:21,433 - Train: 94.48% [1181900/1251000] [944.8/1000.0] [batch_t 0.435 (0.429)] [data_t 0.015] [optim_t 0.419] [lr 0.000052] [CE 3.558 (3.608)] [KD 1.493 (1.472)] +2024-10-21 07:12:44,042 - Train: 94.48% [1181950/1251000] [944.8/1000.0] [batch_t 0.471 (0.452)] [data_t 0.015] [optim_t 0.455] [lr 0.000052] [CE 3.322 (3.760)] [KD 1.312 (1.557)] +2024-10-21 07:13:05,229 - Train: 94.48% [1182000/1251000] [944.8/1000.0] [batch_t 0.374 (0.424)] [data_t 0.016] [optim_t 0.359] [lr 0.000052] [CE 3.607 (3.718)] [KD 1.481 (1.520)] +2024-10-21 07:13:27,070 - Train: 94.49% [1182050/1251000] [944.9/1000.0] [batch_t 0.454 (0.437)] [data_t 0.016] [optim_t 0.438] [lr 0.000052] [CE 3.992 (3.675)] [KD 1.535 (1.496)] +2024-10-21 07:13:48,220 - Train: 94.49% [1182100/1251000] [944.9/1000.0] [batch_t 0.362 (0.423)] [data_t 0.016] [optim_t 0.347] [lr 0.000052] [CE 3.592 (3.660)] [KD 1.559 (1.509)] +2024-10-21 07:14:09,862 - Train: 94.50% [1182150/1251000] [945.0/1000.0] [batch_t 0.444 (0.433)] [data_t 0.015] [optim_t 0.429] [lr 0.000052] [CE 3.746 (3.766)] [KD 1.505 (1.577)] +2024-10-21 07:14:50,495 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41593] [top5_cnt 48221] [top_all 50000] +2024-10-21 07:14:50,495 - net: 83.186 (96.442) +2024-10-21 07:15:11,645 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 41738] [top5_cnt 48279] [top_all 50000] +2024-10-21 07:15:11,646 - net_E: 83.476 (96.558) +2024-10-21 07:15:11,791 - Max [top1: 83.262 (epoch: 936)] [top1-ema: 83.500 (epoch: 942)] +2024-10-21 07:15:11,792 - ==> Total time: 6 days, 7:33:20 Eta: 8:49:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 07:15:21,368 - Train: 94.50% [1182200/1251000] [945.0/1000.0] [batch_t 0.358 (1.126)] [data_t 0.015] [optim_t 0.343] [lr 0.000052] [CE 3.488 (3.721)] [KD 1.416 (1.552)] +2024-10-21 07:15:40,304 - Train: 94.50% [1182250/1251000] [945.0/1000.0] [batch_t 0.381 (0.379)] [data_t 0.039] [optim_t 0.343] [lr 0.000052] [CE 3.842 (3.782)] [KD 1.575 (1.559)] +2024-10-21 07:16:01,479 - Train: 94.51% [1182300/1251000] [945.1/1000.0] [batch_t 0.443 (0.423)] [data_t 0.096] [optim_t 0.346] [lr 0.000052] [CE 3.590 (3.705)] [KD 1.511 (1.519)] +2024-10-21 07:16:23,594 - Train: 94.51% [1182350/1251000] [945.1/1000.0] [batch_t 0.537 (0.442)] [data_t 0.192] [optim_t 0.344] [lr 0.000052] [CE 3.723 (3.645)] [KD 1.577 (1.496)] +2024-10-21 07:16:44,483 - Train: 94.52% [1182400/1251000] [945.2/1000.0] [batch_t 0.380 (0.418)] [data_t 0.040] [optim_t 0.341] [lr 0.000052] [CE 3.689 (3.705)] [KD 1.569 (1.518)] +2024-10-21 07:17:05,812 - Train: 94.52% [1182450/1251000] [945.2/1000.0] [batch_t 0.424 (0.426)] [data_t 0.080] [optim_t 0.344] [lr 0.000052] [CE 3.840 (3.700)] [KD 1.562 (1.536)] +2024-10-21 07:17:28,484 - Train: 94.52% [1182500/1251000] [945.2/1000.0] [batch_t 0.378 (0.453)] [data_t 0.036] [optim_t 0.343] [lr 0.000052] [CE 3.377 (3.702)] [KD 1.435 (1.500)] +2024-10-21 07:17:50,361 - Train: 94.53% [1182550/1251000] [945.3/1000.0] [batch_t 0.411 (0.437)] [data_t 0.068] [optim_t 0.343] [lr 0.000052] [CE 3.676 (3.712)] [KD 1.439 (1.514)] +2024-10-21 07:18:12,649 - Train: 94.53% [1182600/1251000] [945.3/1000.0] [batch_t 0.365 (0.446)] [data_t 0.016] [optim_t 0.350] [lr 0.000052] [CE 3.641 (3.780)] [KD 1.579 (1.552)] +2024-10-21 07:18:34,476 - Train: 94.54% [1182650/1251000] [945.4/1000.0] [batch_t 0.479 (0.436)] [data_t 0.134] [optim_t 0.345] [lr 0.000052] [CE 4.007 (3.730)] [KD 1.687 (1.542)] +2024-10-21 07:18:56,762 - Train: 94.54% [1182700/1251000] [945.4/1000.0] [batch_t 0.487 (0.446)] [data_t 0.140] [optim_t 0.347] [lr 0.000052] [CE 3.715 (3.670)] [KD 1.548 (1.503)] +2024-10-21 07:19:19,212 - Train: 94.54% [1182750/1251000] [945.4/1000.0] [batch_t 0.425 (0.449)] [data_t 0.081] [optim_t 0.344] [lr 0.000052] [CE 3.782 (3.701)] [KD 1.494 (1.521)] +2024-10-21 07:19:40,660 - Train: 94.55% [1182800/1251000] [945.5/1000.0] [batch_t 0.363 (0.429)] [data_t 0.017] [optim_t 0.346] [lr 0.000052] [CE 4.089 (3.740)] [KD 1.608 (1.515)] +2024-10-21 07:20:01,890 - Train: 94.55% [1182850/1251000] [945.5/1000.0] [batch_t 0.418 (0.424)] [data_t 0.075] [optim_t 0.343] [lr 0.000052] [CE 4.192 (3.661)] [KD 1.913 (1.507)] +2024-10-21 07:20:22,708 - Train: 94.56% [1182900/1251000] [945.6/1000.0] [batch_t 0.381 (0.416)] [data_t 0.033] [optim_t 0.348] [lr 0.000052] [CE 3.579 (3.668)] [KD 1.499 (1.490)] +2024-10-21 07:20:44,406 - Train: 94.56% [1182950/1251000] [945.6/1000.0] [batch_t 0.507 (0.434)] [data_t 0.158] [optim_t 0.349] [lr 0.000052] [CE 3.855 (3.685)] [KD 1.520 (1.492)] +2024-10-21 07:21:06,140 - Train: 94.56% [1183000/1251000] [945.6/1000.0] [batch_t 0.435 (0.435)] [data_t 0.092] [optim_t 0.343] [lr 0.000052] [CE 3.489 (3.671)] [KD 1.469 (1.505)] +2024-10-21 07:21:28,051 - Train: 94.57% [1183050/1251000] [945.7/1000.0] [batch_t 0.365 (0.438)] [data_t 0.015] [optim_t 0.350] [lr 0.000052] [CE 3.503 (3.702)] [KD 1.356 (1.536)] +2024-10-21 07:21:49,739 - Train: 94.57% [1183100/1251000] [945.7/1000.0] [batch_t 0.499 (0.434)] [data_t 0.016] [optim_t 0.484] [lr 0.000052] [CE 3.482 (3.707)] [KD 1.381 (1.522)] +2024-10-21 07:22:11,614 - Train: 94.58% [1183150/1251000] [945.8/1000.0] [batch_t 0.486 (0.437)] [data_t 0.015] [optim_t 0.471] [lr 0.000052] [CE 3.681 (3.766)] [KD 1.502 (1.527)] +2024-10-21 07:22:33,023 - Train: 94.58% [1183200/1251000] [945.8/1000.0] [batch_t 0.377 (0.428)] [data_t 0.016] [optim_t 0.361] [lr 0.000051] [CE 3.791 (3.756)] [KD 1.503 (1.536)] +2024-10-21 07:22:54,827 - Train: 94.58% [1183250/1251000] [945.8/1000.0] [batch_t 0.470 (0.436)] [data_t 0.015] [optim_t 0.454] [lr 0.000051] [CE 3.648 (3.752)] [KD 1.526 (1.542)] +2024-10-21 07:23:17,242 - Train: 94.59% [1183300/1251000] [945.9/1000.0] [batch_t 0.442 (0.448)] [data_t 0.015] [optim_t 0.426] [lr 0.000051] [CE 3.703 (3.685)] [KD 1.452 (1.515)] +2024-10-21 07:23:39,085 - Train: 94.59% [1183350/1251000] [945.9/1000.0] [batch_t 0.489 (0.437)] [data_t 0.016] [optim_t 0.473] [lr 0.000051] [CE 3.651 (3.643)] [KD 1.549 (1.483)] +2024-10-21 07:24:00,854 - Train: 94.60% [1183400/1251000] [946.0/1000.0] [batch_t 0.458 (0.435)] [data_t 0.015] [optim_t 0.442] [lr 0.000051] [CE 3.600 (3.767)] [KD 1.497 (1.530)] +2024-10-21 07:24:42,815 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.453)] [top1_cnt 41646] [top5_cnt 48262] [top_all 50000] +2024-10-21 07:24:42,815 - net: 83.292 (96.524) +2024-10-21 07:25:04,264 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 41734] [top5_cnt 48285] [top_all 50000] +2024-10-21 07:25:04,264 - net_E: 83.468 (96.570) +2024-10-21 07:25:04,448 - Max [top1: 83.292 (epoch: 946)] [top1-ema: 83.500 (epoch: 942)] +2024-10-21 07:25:04,448 - ==> Total time: 6 days, 7:43:13 Eta: 8:39:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 07:25:13,773 - Train: 94.60% [1183450/1251000] [946.0/1000.0] [batch_t 0.357 (1.131)] [data_t 0.015] [optim_t 0.342] [lr 0.000051] [CE 3.609 (3.729)] [KD 1.487 (1.538)] +2024-10-21 07:25:32,661 - Train: 94.60% [1183500/1251000] [946.0/1000.0] [batch_t 0.371 (0.378)] [data_t 0.015] [optim_t 0.356] [lr 0.000051] [CE 3.859 (3.743)] [KD 1.633 (1.533)] +2024-10-21 07:25:54,155 - Train: 94.61% [1183550/1251000] [946.1/1000.0] [batch_t 0.418 (0.430)] [data_t 0.015] [optim_t 0.402] [lr 0.000051] [CE 3.862 (3.718)] [KD 1.522 (1.520)] +2024-10-21 07:26:16,128 - Train: 94.61% [1183600/1251000] [946.1/1000.0] [batch_t 0.439 (0.439)] [data_t 0.016] [optim_t 0.423] [lr 0.000051] [CE 3.667 (3.745)] [KD 1.518 (1.539)] +2024-10-21 07:26:38,037 - Train: 94.62% [1183650/1251000] [946.2/1000.0] [batch_t 0.481 (0.438)] [data_t 0.015] [optim_t 0.466] [lr 0.000051] [CE 3.784 (3.755)] [KD 1.651 (1.538)] +2024-10-21 07:27:01,408 - Train: 94.62% [1183700/1251000] [946.2/1000.0] [batch_t 0.384 (0.467)] [data_t 0.015] [optim_t 0.369] [lr 0.000051] [CE 4.486 (3.759)] [KD 1.769 (1.548)] +2024-10-21 07:27:22,445 - Train: 94.62% [1183750/1251000] [946.2/1000.0] [batch_t 0.410 (0.421)] [data_t 0.015] [optim_t 0.395] [lr 0.000051] [CE 3.320 (3.710)] [KD 1.337 (1.501)] +2024-10-21 07:27:43,815 - Train: 94.63% [1183800/1251000] [946.3/1000.0] [batch_t 0.448 (0.427)] [data_t 0.015] [optim_t 0.433] [lr 0.000051] [CE 3.566 (3.654)] [KD 1.413 (1.485)] +2024-10-21 07:28:05,014 - Train: 94.63% [1183850/1251000] [946.3/1000.0] [batch_t 0.422 (0.424)] [data_t 0.015] [optim_t 0.407] [lr 0.000051] [CE 4.104 (3.768)] [KD 1.705 (1.556)] +2024-10-21 07:28:27,136 - Train: 94.64% [1183900/1251000] [946.4/1000.0] [batch_t 0.435 (0.442)] [data_t 0.016] [optim_t 0.419] [lr 0.000051] [CE 3.558 (3.632)] [KD 1.416 (1.487)] +2024-10-21 07:28:50,062 - Train: 94.64% [1183950/1251000] [946.4/1000.0] [batch_t 0.403 (0.458)] [data_t 0.015] [optim_t 0.388] [lr 0.000051] [CE 3.917 (3.668)] [KD 1.576 (1.498)] +2024-10-21 07:29:11,448 - Train: 94.64% [1184000/1251000] [946.4/1000.0] [batch_t 0.444 (0.428)] [data_t 0.015] [optim_t 0.429] [lr 0.000051] [CE 3.432 (3.674)] [KD 1.314 (1.505)] +2024-10-21 07:29:32,788 - Train: 94.65% [1184050/1251000] [946.5/1000.0] [batch_t 0.425 (0.427)] [data_t 0.015] [optim_t 0.410] [lr 0.000051] [CE 4.341 (3.705)] [KD 1.882 (1.533)] +2024-10-21 07:29:54,143 - Train: 94.65% [1184100/1251000] [946.5/1000.0] [batch_t 0.455 (0.427)] [data_t 0.015] [optim_t 0.440] [lr 0.000051] [CE 3.762 (3.636)] [KD 1.562 (1.482)] +2024-10-21 07:30:15,263 - Train: 94.66% [1184150/1251000] [946.6/1000.0] [batch_t 0.415 (0.422)] [data_t 0.015] [optim_t 0.399] [lr 0.000051] [CE 4.126 (3.729)] [KD 1.740 (1.525)] +2024-10-21 07:30:37,917 - Train: 94.66% [1184200/1251000] [946.6/1000.0] [batch_t 0.463 (0.453)] [data_t 0.016] [optim_t 0.448] [lr 0.000051] [CE 3.751 (3.755)] [KD 1.569 (1.546)] +2024-10-21 07:31:00,403 - Train: 94.66% [1184250/1251000] [946.6/1000.0] [batch_t 0.409 (0.450)] [data_t 0.015] [optim_t 0.394] [lr 0.000051] [CE 3.510 (3.716)] [KD 1.353 (1.528)] +2024-10-21 07:31:21,937 - Train: 94.67% [1184300/1251000] [946.7/1000.0] [batch_t 0.385 (0.431)] [data_t 0.015] [optim_t 0.370] [lr 0.000051] [CE 4.086 (3.779)] [KD 1.767 (1.572)] +2024-10-21 07:31:43,044 - Train: 94.67% [1184350/1251000] [946.7/1000.0] [batch_t 0.450 (0.422)] [data_t 0.016] [optim_t 0.434] [lr 0.000051] [CE 3.550 (3.666)] [KD 1.417 (1.494)] +2024-10-21 07:32:04,515 - Train: 94.68% [1184400/1251000] [946.8/1000.0] [batch_t 0.486 (0.429)] [data_t 0.015] [optim_t 0.470] [lr 0.000051] [CE 3.682 (3.678)] [KD 1.583 (1.514)] +2024-10-21 07:32:27,164 - Train: 94.68% [1184450/1251000] [946.8/1000.0] [batch_t 0.362 (0.453)] [data_t 0.016] [optim_t 0.346] [lr 0.000051] [CE 3.536 (3.715)] [KD 1.425 (1.527)] +2024-10-21 07:32:49,552 - Train: 94.68% [1184500/1251000] [946.8/1000.0] [batch_t 0.456 (0.448)] [data_t 0.016] [optim_t 0.440] [lr 0.000051] [CE 3.627 (3.667)] [KD 1.489 (1.482)] +2024-10-21 07:33:11,806 - Train: 94.69% [1184550/1251000] [946.9/1000.0] [batch_t 0.450 (0.445)] [data_t 0.015] [optim_t 0.434] [lr 0.000051] [CE 4.152 (3.710)] [KD 1.788 (1.522)] +2024-10-21 07:33:34,427 - Train: 94.69% [1184600/1251000] [946.9/1000.0] [batch_t 0.482 (0.452)] [data_t 0.015] [optim_t 0.467] [lr 0.000051] [CE 3.643 (3.710)] [KD 1.502 (1.522)] +2024-10-21 07:33:55,560 - Train: 94.70% [1184650/1251000] [947.0/1000.0] [batch_t 0.422 (0.423)] [data_t 0.015] [optim_t 0.407] [lr 0.000051] [CE 3.711 (3.665)] [KD 1.475 (1.483)] +2024-10-21 07:34:36,942 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 41595] [top5_cnt 48263] [top_all 50000] +2024-10-21 07:34:36,942 - net: 83.190 (96.526) +2024-10-21 07:34:58,939 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 41754] [top5_cnt 48298] [top_all 50000] +2024-10-21 07:34:58,939 - net_E: 83.508 (96.596) +2024-10-21 07:34:59,103 - Max [top1: 83.292 (epoch: 946)] [top1-ema: 83.508 (epoch: 947)] +2024-10-21 07:34:59,104 - ==> Total time: 6 days, 7:53:07 Eta: 8:30:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 07:35:08,894 - Train: 94.70% [1184700/1251000] [947.0/1000.0] [batch_t 0.364 (1.013)] [data_t 0.015] [optim_t 0.349] [lr 0.000051] [CE 3.917 (3.888)] [KD 1.673 (1.590)] +2024-10-21 07:35:28,017 - Train: 94.70% [1184750/1251000] [947.0/1000.0] [batch_t 0.380 (0.382)] [data_t 0.041] [optim_t 0.339] [lr 0.000051] [CE 3.556 (3.692)] [KD 1.379 (1.498)] +2024-10-21 07:35:48,696 - Train: 94.71% [1184800/1251000] [947.1/1000.0] [batch_t 0.402 (0.413)] [data_t 0.015] [optim_t 0.387] [lr 0.000050] [CE 3.628 (3.690)] [KD 1.328 (1.506)] +2024-10-21 07:36:10,426 - Train: 94.71% [1184850/1251000] [947.1/1000.0] [batch_t 0.495 (0.434)] [data_t 0.015] [optim_t 0.480] [lr 0.000050] [CE 3.930 (3.782)] [KD 1.773 (1.560)] +2024-10-21 07:36:32,000 - Train: 94.72% [1184900/1251000] [947.2/1000.0] [batch_t 0.449 (0.431)] [data_t 0.015] [optim_t 0.433] [lr 0.000050] [CE 3.497 (3.677)] [KD 1.374 (1.493)] +2024-10-21 07:36:53,643 - Train: 94.72% [1184950/1251000] [947.2/1000.0] [batch_t 0.460 (0.433)] [data_t 0.015] [optim_t 0.445] [lr 0.000050] [CE 4.162 (3.745)] [KD 1.700 (1.543)] +2024-10-21 07:37:15,004 - Train: 94.72% [1185000/1251000] [947.2/1000.0] [batch_t 0.438 (0.427)] [data_t 0.015] [optim_t 0.423] [lr 0.000050] [CE 3.998 (3.676)] [KD 1.735 (1.503)] +2024-10-21 07:37:36,480 - Train: 94.73% [1185050/1251000] [947.3/1000.0] [batch_t 0.502 (0.429)] [data_t 0.015] [optim_t 0.487] [lr 0.000050] [CE 3.811 (3.694)] [KD 1.624 (1.505)] +2024-10-21 07:37:58,101 - Train: 94.73% [1185100/1251000] [947.3/1000.0] [batch_t 0.403 (0.432)] [data_t 0.015] [optim_t 0.388] [lr 0.000050] [CE 3.806 (3.712)] [KD 1.652 (1.514)] +2024-10-21 07:38:20,390 - Train: 94.74% [1185150/1251000] [947.4/1000.0] [batch_t 0.361 (0.446)] [data_t 0.015] [optim_t 0.345] [lr 0.000050] [CE 4.082 (3.766)] [KD 1.641 (1.551)] +2024-10-21 07:38:43,049 - Train: 94.74% [1185200/1251000] [947.4/1000.0] [batch_t 0.490 (0.453)] [data_t 0.015] [optim_t 0.474] [lr 0.000050] [CE 3.908 (3.686)] [KD 1.594 (1.496)] +2024-10-21 07:39:05,823 - Train: 94.74% [1185250/1251000] [947.4/1000.0] [batch_t 0.360 (0.455)] [data_t 0.016] [optim_t 0.344] [lr 0.000050] [CE 4.016 (3.712)] [KD 1.562 (1.508)] +2024-10-21 07:39:27,437 - Train: 94.75% [1185300/1251000] [947.5/1000.0] [batch_t 0.414 (0.432)] [data_t 0.015] [optim_t 0.398] [lr 0.000050] [CE 3.666 (3.691)] [KD 1.442 (1.503)] +2024-10-21 07:39:48,980 - Train: 94.75% [1185350/1251000] [947.5/1000.0] [batch_t 0.435 (0.431)] [data_t 0.015] [optim_t 0.419] [lr 0.000050] [CE 3.444 (3.694)] [KD 1.456 (1.504)] +2024-10-21 07:40:11,980 - Train: 94.76% [1185400/1251000] [947.6/1000.0] [batch_t 0.488 (0.460)] [data_t 0.015] [optim_t 0.472] [lr 0.000050] [CE 3.603 (3.679)] [KD 1.429 (1.494)] +2024-10-21 07:40:34,275 - Train: 94.76% [1185450/1251000] [947.6/1000.0] [batch_t 0.376 (0.446)] [data_t 0.015] [optim_t 0.360] [lr 0.000050] [CE 4.421 (3.717)] [KD 1.785 (1.514)] +2024-10-21 07:40:56,162 - Train: 94.76% [1185500/1251000] [947.6/1000.0] [batch_t 0.488 (0.438)] [data_t 0.015] [optim_t 0.473] [lr 0.000050] [CE 3.807 (3.673)] [KD 1.557 (1.498)] +2024-10-21 07:41:18,334 - Train: 94.77% [1185550/1251000] [947.7/1000.0] [batch_t 0.493 (0.443)] [data_t 0.015] [optim_t 0.478] [lr 0.000050] [CE 3.197 (3.728)] [KD 1.225 (1.515)] +2024-10-21 07:41:40,744 - Train: 94.77% [1185600/1251000] [947.7/1000.0] [batch_t 0.433 (0.448)] [data_t 0.015] [optim_t 0.418] [lr 0.000050] [CE 3.892 (3.726)] [KD 1.597 (1.528)] +2024-10-21 07:42:02,481 - Train: 94.78% [1185650/1251000] [947.8/1000.0] [batch_t 0.482 (0.435)] [data_t 0.015] [optim_t 0.466] [lr 0.000050] [CE 3.646 (3.704)] [KD 1.479 (1.513)] +2024-10-21 07:42:24,814 - Train: 94.78% [1185700/1251000] [947.8/1000.0] [batch_t 0.363 (0.447)] [data_t 0.015] [optim_t 0.347] [lr 0.000050] [CE 3.923 (3.683)] [KD 1.619 (1.507)] +2024-10-21 07:42:46,863 - Train: 94.78% [1185750/1251000] [947.8/1000.0] [batch_t 0.393 (0.441)] [data_t 0.016] [optim_t 0.377] [lr 0.000050] [CE 3.606 (3.759)] [KD 1.449 (1.529)] +2024-10-21 07:43:09,212 - Train: 94.79% [1185800/1251000] [947.9/1000.0] [batch_t 0.436 (0.447)] [data_t 0.015] [optim_t 0.420] [lr 0.000050] [CE 3.705 (3.724)] [KD 1.589 (1.526)] +2024-10-21 07:43:31,492 - Train: 94.79% [1185850/1251000] [947.9/1000.0] [batch_t 0.473 (0.445)] [data_t 0.015] [optim_t 0.458] [lr 0.000050] [CE 3.802 (3.671)] [KD 1.496 (1.502)] +2024-10-21 07:43:52,365 - Train: 94.80% [1185900/1251000] [948.0/1000.0] [batch_t 0.365 (0.417)] [data_t 0.015] [optim_t 0.349] [lr 0.000050] [CE 3.752 (3.706)] [KD 1.615 (1.533)] +2024-10-21 07:44:35,326 - Test (net): 100.00% [50/50] [batch_t 0.159 (0.454)] [top1_cnt 41636] [top5_cnt 48234] [top_all 50000] +2024-10-21 07:44:35,326 - net: 83.272 (96.468) +2024-10-21 07:44:57,081 - Test (net_E): 100.00% [50/50] [batch_t 0.147 (0.429)] [top1_cnt 41754] [top5_cnt 48294] [top_all 50000] +2024-10-21 07:44:57,081 - net_E: 83.508 (96.588) +2024-10-21 07:44:57,248 - Max [top1: 83.292 (epoch: 946)] [top1-ema: 83.508 (epoch: 947)] +2024-10-21 07:44:57,248 - ==> Total time: 6 days, 8:03:05 Eta: 8:20:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 07:45:04,519 - Train: 94.80% [1185950/1251000] [948.0/1000.0] [batch_t 0.410 (2.966)] [data_t 0.015] [optim_t 0.394] [lr 0.000050] [CE 4.021 (3.742)] [KD 1.630 (1.530)] +2024-10-21 07:45:24,135 - Train: 94.80% [1186000/1251000] [948.0/1000.0] [batch_t 0.526 (0.392)] [data_t 0.016] [optim_t 0.510] [lr 0.000050] [CE 3.431 (3.703)] [KD 1.356 (1.519)] +2024-10-21 07:45:46,722 - Train: 94.81% [1186050/1251000] [948.1/1000.0] [batch_t 0.489 (0.452)] [data_t 0.015] [optim_t 0.473] [lr 0.000050] [CE 3.774 (3.786)] [KD 1.594 (1.562)] +2024-10-21 07:46:08,796 - Train: 94.81% [1186100/1251000] [948.1/1000.0] [batch_t 0.417 (0.441)] [data_t 0.016] [optim_t 0.401] [lr 0.000050] [CE 3.618 (3.711)] [KD 1.408 (1.526)] +2024-10-21 07:46:30,488 - Train: 94.82% [1186150/1251000] [948.2/1000.0] [batch_t 0.397 (0.434)] [data_t 0.015] [optim_t 0.381] [lr 0.000050] [CE 3.583 (3.722)] [KD 1.424 (1.523)] +2024-10-21 07:46:52,444 - Train: 94.82% [1186200/1251000] [948.2/1000.0] [batch_t 0.415 (0.439)] [data_t 0.015] [optim_t 0.400] [lr 0.000050] [CE 4.035 (3.716)] [KD 1.626 (1.527)] +2024-10-21 07:47:14,529 - Train: 94.82% [1186250/1251000] [948.2/1000.0] [batch_t 0.451 (0.442)] [data_t 0.016] [optim_t 0.435] [lr 0.000050] [CE 3.680 (3.642)] [KD 1.512 (1.492)] +2024-10-21 07:47:35,689 - Train: 94.83% [1186300/1251000] [948.3/1000.0] [batch_t 0.505 (0.423)] [data_t 0.015] [optim_t 0.489] [lr 0.000050] [CE 3.485 (3.684)] [KD 1.361 (1.505)] +2024-10-21 07:47:56,631 - Train: 94.83% [1186350/1251000] [948.3/1000.0] [batch_t 0.405 (0.419)] [data_t 0.016] [optim_t 0.390] [lr 0.000050] [CE 4.140 (3.669)] [KD 1.695 (1.501)] +2024-10-21 07:48:18,325 - Train: 94.84% [1186400/1251000] [948.4/1000.0] [batch_t 0.463 (0.434)] [data_t 0.015] [optim_t 0.447] [lr 0.000049] [CE 3.970 (3.756)] [KD 1.622 (1.553)] +2024-10-21 07:48:40,120 - Train: 94.84% [1186450/1251000] [948.4/1000.0] [batch_t 0.444 (0.436)] [data_t 0.016] [optim_t 0.429] [lr 0.000049] [CE 3.910 (3.720)] [KD 1.675 (1.514)] +2024-10-21 07:49:00,703 - Train: 94.84% [1186500/1251000] [948.4/1000.0] [batch_t 0.369 (0.412)] [data_t 0.015] [optim_t 0.354] [lr 0.000049] [CE 4.024 (3.752)] [KD 1.611 (1.522)] +2024-10-21 07:49:22,915 - Train: 94.85% [1186550/1251000] [948.5/1000.0] [batch_t 0.453 (0.444)] [data_t 0.015] [optim_t 0.438] [lr 0.000049] [CE 3.565 (3.618)] [KD 1.426 (1.475)] +2024-10-21 07:49:43,677 - Train: 94.85% [1186600/1251000] [948.5/1000.0] [batch_t 0.436 (0.415)] [data_t 0.015] [optim_t 0.421] [lr 0.000049] [CE 4.108 (3.714)] [KD 1.744 (1.537)] +2024-10-21 07:50:04,544 - Train: 94.86% [1186650/1251000] [948.6/1000.0] [batch_t 0.490 (0.417)] [data_t 0.015] [optim_t 0.474] [lr 0.000049] [CE 3.503 (3.688)] [KD 1.374 (1.501)] +2024-10-21 07:50:26,219 - Train: 94.86% [1186700/1251000] [948.6/1000.0] [batch_t 0.383 (0.433)] [data_t 0.015] [optim_t 0.368] [lr 0.000049] [CE 3.876 (3.771)] [KD 1.569 (1.540)] +2024-10-21 07:50:47,674 - Train: 94.86% [1186750/1251000] [948.6/1000.0] [batch_t 0.459 (0.429)] [data_t 0.015] [optim_t 0.444] [lr 0.000049] [CE 3.285 (3.729)] [KD 1.308 (1.515)] +2024-10-21 07:51:08,797 - Train: 94.87% [1186800/1251000] [948.7/1000.0] [batch_t 0.484 (0.422)] [data_t 0.015] [optim_t 0.468] [lr 0.000049] [CE 3.812 (3.689)] [KD 1.534 (1.496)] +2024-10-21 07:51:30,287 - Train: 94.87% [1186850/1251000] [948.7/1000.0] [batch_t 0.418 (0.430)] [data_t 0.015] [optim_t 0.402] [lr 0.000049] [CE 3.687 (3.762)] [KD 1.548 (1.543)] +2024-10-21 07:51:51,583 - Train: 94.88% [1186900/1251000] [948.8/1000.0] [batch_t 0.418 (0.426)] [data_t 0.016] [optim_t 0.403] [lr 0.000049] [CE 3.271 (3.607)] [KD 1.340 (1.473)] +2024-10-21 07:52:12,951 - Train: 94.88% [1186950/1251000] [948.8/1000.0] [batch_t 0.445 (0.427)] [data_t 0.015] [optim_t 0.429] [lr 0.000049] [CE 4.358 (3.707)] [KD 1.903 (1.504)] +2024-10-21 07:52:34,039 - Train: 94.88% [1187000/1251000] [948.8/1000.0] [batch_t 0.365 (0.422)] [data_t 0.015] [optim_t 0.349] [lr 0.000049] [CE 3.546 (3.690)] [KD 1.479 (1.502)] +2024-10-21 07:52:55,632 - Train: 94.89% [1187050/1251000] [948.9/1000.0] [batch_t 0.431 (0.432)] [data_t 0.015] [optim_t 0.416] [lr 0.000049] [CE 3.665 (3.710)] [KD 1.497 (1.513)] +2024-10-21 07:53:17,347 - Train: 94.89% [1187100/1251000] [948.9/1000.0] [batch_t 0.451 (0.434)] [data_t 0.015] [optim_t 0.435] [lr 0.000049] [CE 4.164 (3.676)] [KD 1.689 (1.497)] +2024-10-21 07:53:39,035 - Train: 94.90% [1187150/1251000] [949.0/1000.0] [batch_t 0.962 (0.434)] [data_t 0.015] [optim_t 0.946] [lr 0.000049] [CE 3.631 (3.682)] [KD 1.503 (1.502)] +2024-10-21 07:54:21,258 - Test (net): 100.00% [50/50] [batch_t 0.133 (0.441)] [top1_cnt 41575] [top5_cnt 48238] [top_all 50000] +2024-10-21 07:54:21,259 - net: 83.150 (96.476) +2024-10-21 07:54:43,947 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.445)] [top1_cnt 41752] [top5_cnt 48293] [top_all 50000] +2024-10-21 07:54:43,947 - net_E: 83.504 (96.586) +2024-10-21 07:54:44,108 - Max [top1: 83.292 (epoch: 946)] [top1-ema: 83.508 (epoch: 947)] +2024-10-21 07:54:44,108 - ==> Total time: 6 days, 8:12:52 Eta: 8:10:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 07:54:50,693 - Train: 94.90% [1187200/1251000] [949.0/1000.0] [batch_t 5.115 (5.115)] [data_t 2.911] [optim_t 2.204] [lr 0.000049] [CE 3.656 (3.656)] [KD 1.508 (1.508)] +2024-10-21 07:55:11,021 - Train: 94.90% [1187250/1251000] [949.0/1000.0] [batch_t 0.521 (0.406)] [data_t 0.015] [optim_t 0.505] [lr 0.000049] [CE 3.617 (3.659)] [KD 1.291 (1.471)] +2024-10-21 07:55:32,856 - Train: 94.91% [1187300/1251000] [949.1/1000.0] [batch_t 0.362 (0.437)] [data_t 0.015] [optim_t 0.346] [lr 0.000049] [CE 3.268 (3.725)] [KD 1.182 (1.511)] +2024-10-21 07:55:55,314 - Train: 94.91% [1187350/1251000] [949.1/1000.0] [batch_t 0.469 (0.449)] [data_t 0.123] [optim_t 0.346] [lr 0.000049] [CE 3.788 (3.699)] [KD 1.519 (1.512)] +2024-10-21 07:56:16,998 - Train: 94.92% [1187400/1251000] [949.2/1000.0] [batch_t 0.479 (0.434)] [data_t 0.135] [optim_t 0.344] [lr 0.000049] [CE 3.205 (3.643)] [KD 1.336 (1.495)] +2024-10-21 07:56:38,696 - Train: 94.92% [1187450/1251000] [949.2/1000.0] [batch_t 0.377 (0.434)] [data_t 0.030] [optim_t 0.347] [lr 0.000049] [CE 3.745 (3.775)] [KD 1.520 (1.544)] +2024-10-21 07:57:00,051 - Train: 94.92% [1187500/1251000] [949.2/1000.0] [batch_t 0.459 (0.427)] [data_t 0.117] [optim_t 0.342] [lr 0.000049] [CE 3.919 (3.710)] [KD 1.698 (1.526)] +2024-10-21 07:57:21,266 - Train: 94.93% [1187550/1251000] [949.3/1000.0] [batch_t 0.378 (0.424)] [data_t 0.033] [optim_t 0.346] [lr 0.000049] [CE 3.584 (3.654)] [KD 1.360 (1.494)] +2024-10-21 07:57:42,250 - Train: 94.93% [1187600/1251000] [949.3/1000.0] [batch_t 0.444 (0.420)] [data_t 0.096] [optim_t 0.348] [lr 0.000049] [CE 3.681 (3.696)] [KD 1.499 (1.516)] +2024-10-21 07:58:03,914 - Train: 94.94% [1187650/1251000] [949.4/1000.0] [batch_t 0.448 (0.433)] [data_t 0.104] [optim_t 0.345] [lr 0.000049] [CE 4.106 (3.741)] [KD 1.721 (1.525)] +2024-10-21 07:58:25,456 - Train: 94.94% [1187700/1251000] [949.4/1000.0] [batch_t 0.414 (0.431)] [data_t 0.070] [optim_t 0.344] [lr 0.000049] [CE 3.633 (3.666)] [KD 1.539 (1.491)] +2024-10-21 07:58:46,662 - Train: 94.94% [1187750/1251000] [949.4/1000.0] [batch_t 0.404 (0.424)] [data_t 0.058] [optim_t 0.345] [lr 0.000049] [CE 3.445 (3.732)] [KD 1.376 (1.534)] +2024-10-21 07:59:08,085 - Train: 94.95% [1187800/1251000] [949.5/1000.0] [batch_t 0.429 (0.428)] [data_t 0.085] [optim_t 0.344] [lr 0.000049] [CE 4.056 (3.733)] [KD 1.695 (1.528)] +2024-10-21 07:59:30,300 - Train: 94.95% [1187850/1251000] [949.5/1000.0] [batch_t 0.528 (0.444)] [data_t 0.183] [optim_t 0.345] [lr 0.000049] [CE 3.395 (3.686)] [KD 1.432 (1.502)] +2024-10-21 07:59:52,441 - Train: 94.96% [1187900/1251000] [949.6/1000.0] [batch_t 0.418 (0.443)] [data_t 0.074] [optim_t 0.344] [lr 0.000049] [CE 3.692 (3.649)] [KD 1.588 (1.481)] +2024-10-21 08:00:13,747 - Train: 94.96% [1187950/1251000] [949.6/1000.0] [batch_t 0.395 (0.426)] [data_t 0.047] [optim_t 0.348] [lr 0.000049] [CE 3.330 (3.699)] [KD 1.315 (1.518)] +2024-10-21 08:00:35,727 - Train: 94.96% [1188000/1251000] [949.6/1000.0] [batch_t 0.509 (0.439)] [data_t 0.165] [optim_t 0.344] [lr 0.000049] [CE 3.785 (3.725)] [KD 1.530 (1.509)] +2024-10-21 08:00:56,884 - Train: 94.97% [1188050/1251000] [949.7/1000.0] [batch_t 0.426 (0.423)] [data_t 0.079] [optim_t 0.347] [lr 0.000049] [CE 3.937 (3.700)] [KD 1.672 (1.507)] +2024-10-21 08:01:18,697 - Train: 94.97% [1188100/1251000] [949.7/1000.0] [batch_t 0.814 (0.436)] [data_t 0.471] [optim_t 0.342] [lr 0.000048] [CE 3.645 (3.671)] [KD 1.587 (1.507)] +2024-10-21 08:01:39,263 - Train: 94.98% [1188150/1251000] [949.8/1000.0] [batch_t 0.360 (0.411)] [data_t 0.015] [optim_t 0.345] [lr 0.000048] [CE 3.726 (3.810)] [KD 1.415 (1.547)] +2024-10-21 08:02:00,316 - Train: 94.98% [1188200/1251000] [949.8/1000.0] [batch_t 0.408 (0.421)] [data_t 0.063] [optim_t 0.345] [lr 0.000048] [CE 3.614 (3.667)] [KD 1.483 (1.488)] +2024-10-21 08:02:21,285 - Train: 94.98% [1188250/1251000] [949.8/1000.0] [batch_t 0.364 (0.419)] [data_t 0.016] [optim_t 0.349] [lr 0.000048] [CE 3.993 (3.609)] [KD 1.719 (1.470)] +2024-10-21 08:02:43,044 - Train: 94.99% [1188300/1251000] [949.9/1000.0] [batch_t 0.389 (0.435)] [data_t 0.045] [optim_t 0.344] [lr 0.000048] [CE 3.392 (3.677)] [KD 1.348 (1.507)] +2024-10-21 08:03:04,829 - Train: 94.99% [1188350/1251000] [949.9/1000.0] [batch_t 0.371 (0.436)] [data_t 0.026] [optim_t 0.345] [lr 0.000048] [CE 3.907 (3.730)] [KD 1.626 (1.511)] +2024-10-21 08:03:26,375 - Train: 95.00% [1188400/1251000] [950.0/1000.0] [batch_t 0.463 (0.431)] [data_t 0.119] [optim_t 0.344] [lr 0.000048] [CE 3.924 (3.644)] [KD 1.709 (1.480)] +2024-10-21 08:03:46,866 - Train: 95.00% [1188450/1251000] [950.0/1000.0] [batch_t 0.361 (0.410)] [data_t 0.015] [optim_t 0.345] [lr 0.000048] [CE 3.739 (3.706)] [KD 1.481 (1.510)] +2024-10-21 08:04:09,520 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.448)] [top1_cnt 41613] [top5_cnt 48274] [top_all 50000] +2024-10-21 08:04:09,520 - net: 83.226 (96.548) +2024-10-21 08:04:31,737 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.437)] [top1_cnt 41762] [top5_cnt 48294] [top_all 50000] +2024-10-21 08:04:31,737 - net_E: 83.524 (96.588) +2024-10-21 08:04:31,888 - Max [top1: 83.292 (epoch: 946)] [top1-ema: 83.524 (epoch: 950)] +2024-10-21 08:04:31,889 - ==> Total time: 6 days, 8:22:40 Eta: 8:01:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 08:04:59,498 - Train: 95.00% [1188500/1251000] [950.0/1000.0] [batch_t 0.530 (0.468)] [data_t 0.015] [optim_t 0.514] [lr 0.000048] [CE 3.793 (3.750)] [KD 1.630 (1.547)] +2024-10-21 08:05:21,700 - Train: 95.01% [1188550/1251000] [950.1/1000.0] [batch_t 0.458 (0.444)] [data_t 0.015] [optim_t 0.443] [lr 0.000048] [CE 3.663 (3.660)] [KD 1.511 (1.487)] +2024-10-21 08:05:44,257 - Train: 95.01% [1188600/1251000] [950.1/1000.0] [batch_t 0.420 (0.451)] [data_t 0.015] [optim_t 0.405] [lr 0.000048] [CE 3.850 (3.677)] [KD 1.590 (1.505)] +2024-10-21 08:06:06,484 - Train: 95.02% [1188650/1251000] [950.2/1000.0] [batch_t 0.390 (0.444)] [data_t 0.015] [optim_t 0.374] [lr 0.000048] [CE 4.108 (3.695)] [KD 1.671 (1.504)] +2024-10-21 08:06:28,842 - Train: 95.02% [1188700/1251000] [950.2/1000.0] [batch_t 0.485 (0.447)] [data_t 0.015] [optim_t 0.469] [lr 0.000048] [CE 3.370 (3.715)] [KD 1.327 (1.512)] +2024-10-21 08:06:51,348 - Train: 95.02% [1188750/1251000] [950.2/1000.0] [batch_t 0.359 (0.450)] [data_t 0.015] [optim_t 0.344] [lr 0.000048] [CE 3.332 (3.641)] [KD 1.279 (1.478)] +2024-10-21 08:07:13,561 - Train: 95.03% [1188800/1251000] [950.3/1000.0] [batch_t 0.386 (0.444)] [data_t 0.015] [optim_t 0.370] [lr 0.000048] [CE 3.873 (3.678)] [KD 1.535 (1.485)] +2024-10-21 08:07:35,059 - Train: 95.03% [1188850/1251000] [950.3/1000.0] [batch_t 0.483 (0.430)] [data_t 0.015] [optim_t 0.467] [lr 0.000048] [CE 4.049 (3.706)] [KD 1.635 (1.497)] +2024-10-21 08:07:56,344 - Train: 95.04% [1188900/1251000] [950.4/1000.0] [batch_t 0.416 (0.426)] [data_t 0.015] [optim_t 0.401] [lr 0.000048] [CE 4.303 (3.737)] [KD 1.765 (1.532)] +2024-10-21 08:08:18,792 - Train: 95.04% [1188950/1251000] [950.4/1000.0] [batch_t 0.504 (0.449)] [data_t 0.016] [optim_t 0.489] [lr 0.000048] [CE 3.578 (3.715)] [KD 1.456 (1.504)] +2024-10-21 08:08:40,887 - Train: 95.04% [1189000/1251000] [950.4/1000.0] [batch_t 0.502 (0.442)] [data_t 0.015] [optim_t 0.487] [lr 0.000048] [CE 3.735 (3.643)] [KD 1.479 (1.481)] +2024-10-21 08:09:02,864 - Train: 95.05% [1189050/1251000] [950.5/1000.0] [batch_t 0.400 (0.439)] [data_t 0.016] [optim_t 0.385] [lr 0.000048] [CE 3.483 (3.719)] [KD 1.464 (1.515)] +2024-10-21 08:09:25,572 - Train: 95.05% [1189100/1251000] [950.5/1000.0] [batch_t 0.487 (0.454)] [data_t 0.016] [optim_t 0.472] [lr 0.000048] [CE 3.430 (3.703)] [KD 1.410 (1.502)] +2024-10-21 08:09:48,057 - Train: 95.06% [1189150/1251000] [950.6/1000.0] [batch_t 0.402 (0.450)] [data_t 0.015] [optim_t 0.387] [lr 0.000048] [CE 3.243 (3.693)] [KD 1.228 (1.508)] +2024-10-21 08:10:10,372 - Train: 95.06% [1189200/1251000] [950.6/1000.0] [batch_t 0.535 (0.446)] [data_t 0.015] [optim_t 0.519] [lr 0.000048] [CE 3.620 (3.702)] [KD 1.401 (1.506)] +2024-10-21 08:10:32,341 - Train: 95.06% [1189250/1251000] [950.6/1000.0] [batch_t 0.478 (0.439)] [data_t 0.015] [optim_t 0.463] [lr 0.000048] [CE 3.217 (3.754)] [KD 1.247 (1.525)] +2024-10-21 08:10:54,739 - Train: 95.07% [1189300/1251000] [950.7/1000.0] [batch_t 0.456 (0.448)] [data_t 0.015] [optim_t 0.440] [lr 0.000048] [CE 4.204 (3.726)] [KD 1.812 (1.539)] +2024-10-21 08:11:16,166 - Train: 95.07% [1189350/1251000] [950.7/1000.0] [batch_t 0.365 (0.428)] [data_t 0.015] [optim_t 0.350] [lr 0.000048] [CE 3.652 (3.710)] [KD 1.405 (1.516)] +2024-10-21 08:11:37,838 - Train: 95.08% [1189400/1251000] [950.8/1000.0] [batch_t 0.480 (0.433)] [data_t 0.015] [optim_t 0.464] [lr 0.000048] [CE 3.356 (3.647)] [KD 1.336 (1.484)] +2024-10-21 08:11:59,281 - Train: 95.08% [1189450/1251000] [950.8/1000.0] [batch_t 0.490 (0.429)] [data_t 0.016] [optim_t 0.475] [lr 0.000048] [CE 3.775 (3.714)] [KD 1.524 (1.507)] +2024-10-21 08:12:20,315 - Train: 95.08% [1189500/1251000] [950.8/1000.0] [batch_t 0.391 (0.421)] [data_t 0.016] [optim_t 0.375] [lr 0.000048] [CE 4.034 (3.700)] [KD 1.589 (1.496)] +2024-10-21 08:12:41,400 - Train: 95.09% [1189550/1251000] [950.9/1000.0] [batch_t 0.486 (0.422)] [data_t 0.015] [optim_t 0.470] [lr 0.000048] [CE 3.291 (3.645)] [KD 1.190 (1.473)] +2024-10-21 08:13:03,722 - Train: 95.09% [1189600/1251000] [950.9/1000.0] [batch_t 0.475 (0.446)] [data_t 0.015] [optim_t 0.460] [lr 0.000048] [CE 4.084 (3.779)] [KD 1.728 (1.547)] +2024-10-21 08:13:25,861 - Train: 95.10% [1189650/1251000] [951.0/1000.0] [batch_t 0.473 (0.443)] [data_t 0.016] [optim_t 0.457] [lr 0.000048] [CE 3.913 (3.720)] [KD 1.497 (1.511)] +2024-10-21 08:13:46,818 - Train: 95.10% [1189700/1251000] [951.0/1000.0] [batch_t 0.359 (0.419)] [data_t 0.015] [optim_t 0.344] [lr 0.000048] [CE 3.342 (3.682)] [KD 1.278 (1.496)] +2024-10-21 08:14:08,988 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.431)] [top1_cnt 41614] [top5_cnt 48253] [top_all 50000] +2024-10-21 08:14:08,989 - net: 83.228 (96.506) +2024-10-21 08:14:31,214 - Test (net_E): 100.00% [50/50] [batch_t 0.141 (0.439)] [top1_cnt 41757] [top5_cnt 48302] [top_all 50000] +2024-10-21 08:14:31,214 - net_E: 83.514 (96.604) +2024-10-21 08:14:31,370 - Max [top1: 83.292 (epoch: 946)] [top1-ema: 83.524 (epoch: 950)] +2024-10-21 08:14:31,371 - ==> Total time: 6 days, 8:32:39 Eta: 7:51:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 08:14:59,625 - Train: 95.10% [1189750/1251000] [951.0/1000.0] [batch_t 0.564 (0.551)] [data_t 0.015] [optim_t 0.549] [lr 0.000048] [CE 4.089 (3.754)] [KD 1.739 (1.536)] +2024-10-21 08:15:22,849 - Train: 95.11% [1189800/1251000] [951.1/1000.0] [batch_t 0.361 (0.464)] [data_t 0.015] [optim_t 0.346] [lr 0.000048] [CE 3.286 (3.728)] [KD 1.360 (1.507)] +2024-10-21 08:15:45,235 - Train: 95.11% [1189850/1251000] [951.1/1000.0] [batch_t 0.443 (0.448)] [data_t 0.015] [optim_t 0.428] [lr 0.000047] [CE 3.706 (3.656)] [KD 1.474 (1.486)] +2024-10-21 08:16:08,249 - Train: 95.12% [1189900/1251000] [951.2/1000.0] [batch_t 0.489 (0.460)] [data_t 0.015] [optim_t 0.474] [lr 0.000047] [CE 4.432 (3.727)] [KD 1.850 (1.522)] +2024-10-21 08:16:31,768 - Train: 95.12% [1189950/1251000] [951.2/1000.0] [batch_t 0.451 (0.470)] [data_t 0.016] [optim_t 0.435] [lr 0.000047] [CE 3.462 (3.666)] [KD 1.412 (1.481)] +2024-10-21 08:16:54,418 - Train: 95.12% [1190000/1251000] [951.2/1000.0] [batch_t 0.477 (0.453)] [data_t 0.016] [optim_t 0.461] [lr 0.000047] [CE 3.373 (3.674)] [KD 1.412 (1.486)] +2024-10-21 08:17:16,856 - Train: 95.13% [1190050/1251000] [951.3/1000.0] [batch_t 0.494 (0.449)] [data_t 0.015] [optim_t 0.478] [lr 0.000047] [CE 3.457 (3.705)] [KD 1.394 (1.513)] +2024-10-21 08:17:38,567 - Train: 95.13% [1190100/1251000] [951.3/1000.0] [batch_t 0.501 (0.434)] [data_t 0.015] [optim_t 0.486] [lr 0.000047] [CE 3.798 (3.699)] [KD 1.554 (1.515)] +2024-10-21 08:18:00,674 - Train: 95.14% [1190150/1251000] [951.4/1000.0] [batch_t 0.458 (0.442)] [data_t 0.015] [optim_t 0.442] [lr 0.000047] [CE 3.964 (3.680)] [KD 1.605 (1.493)] +2024-10-21 08:18:22,708 - Train: 95.14% [1190200/1251000] [951.4/1000.0] [batch_t 0.499 (0.441)] [data_t 0.015] [optim_t 0.483] [lr 0.000047] [CE 3.835 (3.689)] [KD 1.482 (1.501)] +2024-10-21 08:18:45,451 - Train: 95.14% [1190250/1251000] [951.4/1000.0] [batch_t 0.457 (0.455)] [data_t 0.015] [optim_t 0.441] [lr 0.000047] [CE 3.821 (3.731)] [KD 1.593 (1.521)] +2024-10-21 08:19:07,443 - Train: 95.15% [1190300/1251000] [951.5/1000.0] [batch_t 0.442 (0.440)] [data_t 0.015] [optim_t 0.427] [lr 0.000047] [CE 3.452 (3.657)] [KD 1.409 (1.501)] +2024-10-21 08:19:28,835 - Train: 95.15% [1190350/1251000] [951.5/1000.0] [batch_t 0.412 (0.428)] [data_t 0.015] [optim_t 0.397] [lr 0.000047] [CE 3.765 (3.729)] [KD 1.549 (1.523)] +2024-10-21 08:19:50,392 - Train: 95.16% [1190400/1251000] [951.6/1000.0] [batch_t 0.363 (0.431)] [data_t 0.015] [optim_t 0.348] [lr 0.000047] [CE 3.754 (3.794)] [KD 1.513 (1.550)] +2024-10-21 08:20:13,278 - Train: 95.16% [1190450/1251000] [951.6/1000.0] [batch_t 0.411 (0.458)] [data_t 0.015] [optim_t 0.396] [lr 0.000047] [CE 3.549 (3.676)] [KD 1.488 (1.485)] +2024-10-21 08:20:36,030 - Train: 95.16% [1190500/1251000] [951.6/1000.0] [batch_t 0.489 (0.455)] [data_t 0.015] [optim_t 0.474] [lr 0.000047] [CE 3.683 (3.711)] [KD 1.401 (1.501)] +2024-10-21 08:20:58,477 - Train: 95.17% [1190550/1251000] [951.7/1000.0] [batch_t 0.424 (0.449)] [data_t 0.016] [optim_t 0.409] [lr 0.000047] [CE 3.926 (3.718)] [KD 1.576 (1.524)] +2024-10-21 08:21:20,602 - Train: 95.17% [1190600/1251000] [951.7/1000.0] [batch_t 0.562 (0.442)] [data_t 0.016] [optim_t 0.546] [lr 0.000047] [CE 4.018 (3.677)] [KD 1.541 (1.513)] +2024-10-21 08:21:42,975 - Train: 95.18% [1190650/1251000] [951.8/1000.0] [batch_t 0.362 (0.447)] [data_t 0.016] [optim_t 0.347] [lr 0.000047] [CE 4.108 (3.728)] [KD 1.737 (1.515)] +2024-10-21 08:22:05,649 - Train: 95.18% [1190700/1251000] [951.8/1000.0] [batch_t 0.541 (0.453)] [data_t 0.015] [optim_t 0.526] [lr 0.000047] [CE 3.520 (3.632)] [KD 1.366 (1.482)] +2024-10-21 08:22:27,878 - Train: 95.18% [1190750/1251000] [951.8/1000.0] [batch_t 0.441 (0.444)] [data_t 0.015] [optim_t 0.425] [lr 0.000047] [CE 4.140 (3.694)] [KD 1.667 (1.501)] +2024-10-21 08:22:50,403 - Train: 95.19% [1190800/1251000] [951.9/1000.0] [batch_t 0.430 (0.450)] [data_t 0.015] [optim_t 0.415] [lr 0.000047] [CE 4.161 (3.730)] [KD 1.729 (1.529)] +2024-10-21 08:23:12,760 - Train: 95.19% [1190850/1251000] [951.9/1000.0] [batch_t 0.366 (0.447)] [data_t 0.015] [optim_t 0.350] [lr 0.000047] [CE 3.956 (3.781)] [KD 1.752 (1.545)] +2024-10-21 08:23:34,970 - Train: 95.20% [1190900/1251000] [952.0/1000.0] [batch_t 0.368 (0.444)] [data_t 0.015] [optim_t 0.353] [lr 0.000047] [CE 3.622 (3.672)] [KD 1.465 (1.493)] +2024-10-21 08:23:56,157 - Train: 95.20% [1190950/1251000] [952.0/1000.0] [batch_t 0.360 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.000047] [CE 3.569 (3.642)] [KD 1.393 (1.483)] +2024-10-21 08:24:19,546 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.450)] [top1_cnt 41621] [top5_cnt 48278] [top_all 50000] +2024-10-21 08:24:19,546 - net: 83.242 (96.556) +2024-10-21 08:24:41,669 - Test (net_E): 100.00% [50/50] [batch_t 0.150 (0.436)] [top1_cnt 41743] [top5_cnt 48306] [top_all 50000] +2024-10-21 08:24:41,669 - net_E: 83.486 (96.612) +2024-10-21 08:24:41,868 - Max [top1: 83.292 (epoch: 946)] [top1-ema: 83.524 (epoch: 950)] +2024-10-21 08:24:41,869 - ==> Total time: 6 days, 8:42:50 Eta: 7:41:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 08:25:07,735 - Train: 95.20% [1191000/1251000] [952.0/1000.0] [batch_t 0.361 (0.511)] [data_t 0.016] [optim_t 0.345] [lr 0.000047] [CE 3.697 (3.611)] [KD 1.620 (1.467)] +2024-10-21 08:25:30,151 - Train: 95.21% [1191050/1251000] [952.1/1000.0] [batch_t 0.361 (0.448)] [data_t 0.016] [optim_t 0.345] [lr 0.000047] [CE 4.139 (3.765)] [KD 1.701 (1.529)] +2024-10-21 08:25:52,575 - Train: 95.21% [1191100/1251000] [952.1/1000.0] [batch_t 0.447 (0.448)] [data_t 0.016] [optim_t 0.432] [lr 0.000047] [CE 4.246 (3.718)] [KD 1.791 (1.514)] +2024-10-21 08:26:14,903 - Train: 95.22% [1191150/1251000] [952.2/1000.0] [batch_t 0.508 (0.446)] [data_t 0.016] [optim_t 0.493] [lr 0.000047] [CE 4.048 (3.675)] [KD 1.630 (1.496)] +2024-10-21 08:26:36,795 - Train: 95.22% [1191200/1251000] [952.2/1000.0] [batch_t 0.455 (0.438)] [data_t 0.016] [optim_t 0.439] [lr 0.000047] [CE 3.860 (3.705)] [KD 1.494 (1.508)] +2024-10-21 08:26:59,359 - Train: 95.22% [1191250/1251000] [952.2/1000.0] [batch_t 0.552 (0.451)] [data_t 0.016] [optim_t 0.536] [lr 0.000047] [CE 3.650 (3.680)] [KD 1.534 (1.485)] +2024-10-21 08:27:21,587 - Train: 95.23% [1191300/1251000] [952.3/1000.0] [batch_t 0.421 (0.444)] [data_t 0.016] [optim_t 0.405] [lr 0.000047] [CE 4.145 (3.739)] [KD 1.612 (1.518)] +2024-10-21 08:27:44,181 - Train: 95.23% [1191350/1251000] [952.3/1000.0] [batch_t 0.468 (0.452)] [data_t 0.015] [optim_t 0.453] [lr 0.000047] [CE 3.144 (3.707)] [KD 1.228 (1.513)] +2024-10-21 08:28:06,336 - Train: 95.24% [1191400/1251000] [952.4/1000.0] [batch_t 0.428 (0.443)] [data_t 0.015] [optim_t 0.412] [lr 0.000047] [CE 3.877 (3.664)] [KD 1.598 (1.474)] +2024-10-21 08:28:28,762 - Train: 95.24% [1191450/1251000] [952.4/1000.0] [batch_t 0.514 (0.448)] [data_t 0.016] [optim_t 0.498] [lr 0.000047] [CE 3.440 (3.681)] [KD 1.381 (1.496)] +2024-10-21 08:28:51,485 - Train: 95.24% [1191500/1251000] [952.4/1000.0] [batch_t 0.529 (0.454)] [data_t 0.015] [optim_t 0.513] [lr 0.000047] [CE 4.015 (3.701)] [KD 1.599 (1.502)] +2024-10-21 08:29:13,668 - Train: 95.25% [1191550/1251000] [952.5/1000.0] [batch_t 0.483 (0.444)] [data_t 0.016] [optim_t 0.467] [lr 0.000047] [CE 4.113 (3.629)] [KD 1.745 (1.469)] +2024-10-21 08:29:35,930 - Train: 95.25% [1191600/1251000] [952.5/1000.0] [batch_t 0.469 (0.445)] [data_t 0.015] [optim_t 0.454] [lr 0.000046] [CE 3.357 (3.697)] [KD 1.356 (1.507)] +2024-10-21 08:29:58,441 - Train: 95.26% [1191650/1251000] [952.6/1000.0] [batch_t 0.501 (0.450)] [data_t 0.016] [optim_t 0.485] [lr 0.000046] [CE 3.885 (3.753)] [KD 1.576 (1.531)] +2024-10-21 08:30:20,161 - Train: 95.26% [1191700/1251000] [952.6/1000.0] [batch_t 0.573 (0.434)] [data_t 0.015] [optim_t 0.558] [lr 0.000046] [CE 3.509 (3.664)] [KD 1.379 (1.481)] +2024-10-21 08:30:41,621 - Train: 95.26% [1191750/1251000] [952.6/1000.0] [batch_t 0.371 (0.429)] [data_t 0.015] [optim_t 0.356] [lr 0.000046] [CE 3.076 (3.747)] [KD 1.343 (1.523)] +2024-10-21 08:31:03,040 - Train: 95.27% [1191800/1251000] [952.7/1000.0] [batch_t 0.391 (0.428)] [data_t 0.016] [optim_t 0.376] [lr 0.000046] [CE 4.204 (3.601)] [KD 1.868 (1.460)] +2024-10-21 08:31:25,495 - Train: 95.27% [1191850/1251000] [952.7/1000.0] [batch_t 0.431 (0.449)] [data_t 0.015] [optim_t 0.415] [lr 0.000046] [CE 3.602 (3.672)] [KD 1.494 (1.494)] +2024-10-21 08:31:48,185 - Train: 95.28% [1191900/1251000] [952.8/1000.0] [batch_t 0.391 (0.454)] [data_t 0.015] [optim_t 0.375] [lr 0.000046] [CE 3.854 (3.713)] [KD 1.634 (1.517)] +2024-10-21 08:32:11,103 - Train: 95.28% [1191950/1251000] [952.8/1000.0] [batch_t 0.452 (0.458)] [data_t 0.015] [optim_t 0.437] [lr 0.000046] [CE 3.827 (3.645)] [KD 1.623 (1.471)] +2024-10-21 08:32:33,466 - Train: 95.28% [1192000/1251000] [952.8/1000.0] [batch_t 0.472 (0.447)] [data_t 0.015] [optim_t 0.457] [lr 0.000046] [CE 3.820 (3.687)] [KD 1.521 (1.493)] +2024-10-21 08:32:56,080 - Train: 95.29% [1192050/1251000] [952.9/1000.0] [batch_t 0.502 (0.452)] [data_t 0.016] [optim_t 0.486] [lr 0.000046] [CE 3.680 (3.716)] [KD 1.442 (1.515)] +2024-10-21 08:33:18,870 - Train: 95.29% [1192100/1251000] [952.9/1000.0] [batch_t 0.522 (0.456)] [data_t 0.016] [optim_t 0.507] [lr 0.000046] [CE 3.830 (3.638)] [KD 1.559 (1.469)] +2024-10-21 08:33:40,498 - Train: 95.30% [1192150/1251000] [953.0/1000.0] [batch_t 0.371 (0.432)] [data_t 0.015] [optim_t 0.356] [lr 0.000046] [CE 3.822 (3.634)] [KD 1.442 (1.466)] +2024-10-21 08:34:01,112 - Train: 95.30% [1192200/1251000] [953.0/1000.0] [batch_t 0.362 (0.412)] [data_t 0.015] [optim_t 0.347] [lr 0.000046] [CE 4.042 (3.681)] [KD 1.468 (1.504)] +2024-10-21 08:34:24,306 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.438)] [top1_cnt 41653] [top5_cnt 48272] [top_all 50000] +2024-10-21 08:34:24,307 - net: 83.306 (96.544) +2024-10-21 08:34:45,828 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41748] [top5_cnt 48308] [top_all 50000] +2024-10-21 08:34:45,828 - net_E: 83.496 (96.616) +2024-10-21 08:34:45,985 - Max [top1: 83.306 (epoch: 953)] [top1-ema: 83.524 (epoch: 950)] +2024-10-21 08:34:45,985 - ==> Total time: 6 days, 8:52:54 Eta: 7:32:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 08:35:12,883 - Train: 95.30% [1192250/1251000] [953.0/1000.0] [batch_t 0.429 (0.483)] [data_t 0.083] [optim_t 0.346] [lr 0.000046] [CE 4.092 (3.736)] [KD 1.687 (1.520)] +2024-10-21 08:35:35,023 - Train: 95.31% [1192300/1251000] [953.1/1000.0] [batch_t 0.505 (0.443)] [data_t 0.121] [optim_t 0.383] [lr 0.000046] [CE 3.369 (3.682)] [KD 1.246 (1.496)] +2024-10-21 08:35:56,748 - Train: 95.31% [1192350/1251000] [953.1/1000.0] [batch_t 0.458 (0.434)] [data_t 0.015] [optim_t 0.443] [lr 0.000046] [CE 3.592 (3.621)] [KD 1.533 (1.465)] +2024-10-21 08:36:19,236 - Train: 95.32% [1192400/1251000] [953.2/1000.0] [batch_t 0.436 (0.450)] [data_t 0.015] [optim_t 0.420] [lr 0.000046] [CE 3.781 (3.653)] [KD 1.617 (1.485)] +2024-10-21 08:36:40,545 - Train: 95.32% [1192450/1251000] [953.2/1000.0] [batch_t 0.399 (0.426)] [data_t 0.015] [optim_t 0.384] [lr 0.000046] [CE 3.526 (3.733)] [KD 1.344 (1.522)] +2024-10-21 08:37:02,105 - Train: 95.32% [1192500/1251000] [953.2/1000.0] [batch_t 0.398 (0.431)] [data_t 0.015] [optim_t 0.383] [lr 0.000046] [CE 3.537 (3.744)] [KD 1.455 (1.527)] +2024-10-21 08:37:23,574 - Train: 95.33% [1192550/1251000] [953.3/1000.0] [batch_t 0.482 (0.429)] [data_t 0.016] [optim_t 0.467] [lr 0.000046] [CE 4.238 (3.805)] [KD 1.686 (1.546)] +2024-10-21 08:37:44,659 - Train: 95.33% [1192600/1251000] [953.3/1000.0] [batch_t 0.397 (0.422)] [data_t 0.016] [optim_t 0.382] [lr 0.000046] [CE 3.543 (3.655)] [KD 1.373 (1.466)] +2024-10-21 08:38:05,946 - Train: 95.34% [1192650/1251000] [953.4/1000.0] [batch_t 0.371 (0.426)] [data_t 0.016] [optim_t 0.356] [lr 0.000046] [CE 3.994 (3.688)] [KD 1.640 (1.496)] +2024-10-21 08:38:27,293 - Train: 95.34% [1192700/1251000] [953.4/1000.0] [batch_t 0.363 (0.427)] [data_t 0.016] [optim_t 0.347] [lr 0.000046] [CE 3.509 (3.677)] [KD 1.374 (1.485)] +2024-10-21 08:38:49,046 - Train: 95.34% [1192750/1251000] [953.4/1000.0] [batch_t 0.390 (0.435)] [data_t 0.016] [optim_t 0.374] [lr 0.000046] [CE 3.947 (3.692)] [KD 1.518 (1.477)] +2024-10-21 08:39:10,403 - Train: 95.35% [1192800/1251000] [953.5/1000.0] [batch_t 0.431 (0.427)] [data_t 0.016] [optim_t 0.415] [lr 0.000046] [CE 3.644 (3.702)] [KD 1.397 (1.510)] +2024-10-21 08:39:31,771 - Train: 95.35% [1192850/1251000] [953.5/1000.0] [batch_t 0.511 (0.427)] [data_t 0.016] [optim_t 0.495] [lr 0.000046] [CE 3.592 (3.735)] [KD 1.412 (1.524)] +2024-10-21 08:39:53,915 - Train: 95.36% [1192900/1251000] [953.6/1000.0] [batch_t 0.452 (0.443)] [data_t 0.015] [optim_t 0.436] [lr 0.000046] [CE 3.382 (3.653)] [KD 1.342 (1.486)] +2024-10-21 08:40:15,497 - Train: 95.36% [1192950/1251000] [953.6/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.000046] [CE 3.638 (3.753)] [KD 1.430 (1.521)] +2024-10-21 08:40:37,535 - Train: 95.36% [1193000/1251000] [953.6/1000.0] [batch_t 0.479 (0.441)] [data_t 0.016] [optim_t 0.464] [lr 0.000046] [CE 4.123 (3.755)] [KD 1.749 (1.525)] +2024-10-21 08:40:59,086 - Train: 95.37% [1193050/1251000] [953.7/1000.0] [batch_t 0.434 (0.431)] [data_t 0.016] [optim_t 0.418] [lr 0.000046] [CE 3.681 (3.731)] [KD 1.627 (1.510)] +2024-10-21 08:41:21,059 - Train: 95.37% [1193100/1251000] [953.7/1000.0] [batch_t 0.361 (0.439)] [data_t 0.015] [optim_t 0.346] [lr 0.000046] [CE 3.535 (3.740)] [KD 1.336 (1.512)] +2024-10-21 08:41:43,046 - Train: 95.38% [1193150/1251000] [953.8/1000.0] [batch_t 0.435 (0.440)] [data_t 0.015] [optim_t 0.420] [lr 0.000046] [CE 3.749 (3.670)] [KD 1.525 (1.482)] +2024-10-21 08:42:05,721 - Train: 95.38% [1193200/1251000] [953.8/1000.0] [batch_t 0.551 (0.453)] [data_t 0.016] [optim_t 0.535] [lr 0.000046] [CE 3.927 (3.759)] [KD 1.639 (1.537)] +2024-10-21 08:42:27,788 - Train: 95.38% [1193250/1251000] [953.8/1000.0] [batch_t 0.426 (0.441)] [data_t 0.016] [optim_t 0.410] [lr 0.000046] [CE 4.004 (3.735)] [KD 1.680 (1.518)] +2024-10-21 08:42:50,557 - Train: 95.39% [1193300/1251000] [953.9/1000.0] [batch_t 0.442 (0.455)] [data_t 0.016] [optim_t 0.427] [lr 0.000046] [CE 3.870 (3.735)] [KD 1.569 (1.511)] +2024-10-21 08:43:11,754 - Train: 95.39% [1193350/1251000] [953.9/1000.0] [batch_t 0.508 (0.424)] [data_t 0.016] [optim_t 0.492] [lr 0.000046] [CE 3.667 (3.663)] [KD 1.450 (1.474)] +2024-10-21 08:43:33,128 - Train: 95.40% [1193400/1251000] [954.0/1000.0] [batch_t 0.364 (0.427)] [data_t 0.016] [optim_t 0.348] [lr 0.000046] [CE 3.718 (3.688)] [KD 1.561 (1.512)] +2024-10-21 08:43:53,537 - Train: 95.40% [1193450/1251000] [954.0/1000.0] [batch_t 0.361 (0.408)] [data_t 0.015] [optim_t 0.346] [lr 0.000045] [CE 3.717 (3.690)] [KD 1.476 (1.505)] +2024-10-21 08:44:18,596 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.467)] [top1_cnt 41620] [top5_cnt 48230] [top_all 50000] +2024-10-21 08:44:18,597 - net: 83.240 (96.460) +2024-10-21 08:44:40,933 - Test (net_E): 100.00% [50/50] [batch_t 0.144 (0.440)] [top1_cnt 41749] [top5_cnt 48305] [top_all 50000] +2024-10-21 08:44:40,934 - net_E: 83.498 (96.610) +2024-10-21 08:44:41,093 - Max [top1: 83.306 (epoch: 953)] [top1-ema: 83.524 (epoch: 950)] +2024-10-21 08:44:41,094 - ==> Total time: 6 days, 9:02:49 Eta: 7:22:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 08:45:05,363 - Train: 95.40% [1193500/1251000] [954.0/1000.0] [batch_t 0.361 (0.495)] [data_t 0.015] [optim_t 0.345] [lr 0.000045] [CE 3.345 (3.727)] [KD 1.254 (1.500)] +2024-10-21 08:45:27,583 - Train: 95.41% [1193550/1251000] [954.1/1000.0] [batch_t 0.364 (0.444)] [data_t 0.015] [optim_t 0.349] [lr 0.000045] [CE 3.778 (3.658)] [KD 1.452 (1.483)] +2024-10-21 08:45:49,830 - Train: 95.41% [1193600/1251000] [954.1/1000.0] [batch_t 0.419 (0.445)] [data_t 0.016] [optim_t 0.404] [lr 0.000045] [CE 3.556 (3.684)] [KD 1.449 (1.501)] +2024-10-21 08:46:11,464 - Train: 95.42% [1193650/1251000] [954.2/1000.0] [batch_t 0.401 (0.433)] [data_t 0.016] [optim_t 0.385] [lr 0.000045] [CE 3.751 (3.676)] [KD 1.559 (1.497)] +2024-10-21 08:46:33,683 - Train: 95.42% [1193700/1251000] [954.2/1000.0] [batch_t 0.457 (0.444)] [data_t 0.015] [optim_t 0.441] [lr 0.000045] [CE 3.977 (3.712)] [KD 1.605 (1.501)] +2024-10-21 08:46:56,249 - Train: 95.42% [1193750/1251000] [954.2/1000.0] [batch_t 0.391 (0.451)] [data_t 0.015] [optim_t 0.376] [lr 0.000045] [CE 3.296 (3.721)] [KD 1.292 (1.518)] +2024-10-21 08:47:18,081 - Train: 95.43% [1193800/1251000] [954.3/1000.0] [batch_t 0.423 (0.437)] [data_t 0.015] [optim_t 0.408] [lr 0.000045] [CE 3.778 (3.706)] [KD 1.686 (1.499)] +2024-10-21 08:47:39,850 - Train: 95.43% [1193850/1251000] [954.3/1000.0] [batch_t 0.410 (0.435)] [data_t 0.015] [optim_t 0.395] [lr 0.000045] [CE 3.694 (3.661)] [KD 1.511 (1.479)] +2024-10-21 08:48:01,780 - Train: 95.44% [1193900/1251000] [954.4/1000.0] [batch_t 0.387 (0.438)] [data_t 0.015] [optim_t 0.372] [lr 0.000045] [CE 3.343 (3.736)] [KD 1.266 (1.515)] +2024-10-21 08:48:23,913 - Train: 95.44% [1193950/1251000] [954.4/1000.0] [batch_t 0.424 (0.443)] [data_t 0.015] [optim_t 0.409] [lr 0.000045] [CE 3.952 (3.692)] [KD 1.614 (1.509)] +2024-10-21 08:48:46,505 - Train: 95.44% [1194000/1251000] [954.4/1000.0] [batch_t 0.499 (0.452)] [data_t 0.016] [optim_t 0.484] [lr 0.000045] [CE 4.251 (3.665)] [KD 1.610 (1.498)] +2024-10-21 08:49:08,435 - Train: 95.45% [1194050/1251000] [954.5/1000.0] [batch_t 0.413 (0.439)] [data_t 0.015] [optim_t 0.398] [lr 0.000045] [CE 4.030 (3.651)] [KD 1.808 (1.489)] +2024-10-21 08:49:29,144 - Train: 95.45% [1194100/1251000] [954.5/1000.0] [batch_t 0.394 (0.414)] [data_t 0.015] [optim_t 0.379] [lr 0.000045] [CE 3.331 (3.693)] [KD 1.329 (1.506)] +2024-10-21 08:49:50,589 - Train: 95.46% [1194150/1251000] [954.6/1000.0] [batch_t 0.476 (0.429)] [data_t 0.015] [optim_t 0.460] [lr 0.000045] [CE 3.654 (3.680)] [KD 1.427 (1.485)] +2024-10-21 08:50:12,525 - Train: 95.46% [1194200/1251000] [954.6/1000.0] [batch_t 0.410 (0.439)] [data_t 0.015] [optim_t 0.395] [lr 0.000045] [CE 3.373 (3.659)] [KD 1.313 (1.485)] +2024-10-21 08:50:35,039 - Train: 95.46% [1194250/1251000] [954.6/1000.0] [batch_t 0.489 (0.450)] [data_t 0.015] [optim_t 0.473] [lr 0.000045] [CE 3.796 (3.716)] [KD 1.533 (1.502)] +2024-10-21 08:50:57,036 - Train: 95.47% [1194300/1251000] [954.7/1000.0] [batch_t 0.461 (0.440)] [data_t 0.015] [optim_t 0.446] [lr 0.000045] [CE 3.578 (3.754)] [KD 1.382 (1.526)] +2024-10-21 08:51:17,911 - Train: 95.47% [1194350/1251000] [954.7/1000.0] [batch_t 0.418 (0.417)] [data_t 0.015] [optim_t 0.402] [lr 0.000045] [CE 3.252 (3.703)] [KD 1.435 (1.518)] +2024-10-21 08:51:39,971 - Train: 95.48% [1194400/1251000] [954.8/1000.0] [batch_t 0.363 (0.441)] [data_t 0.015] [optim_t 0.348] [lr 0.000045] [CE 3.989 (3.679)] [KD 1.623 (1.482)] +2024-10-21 08:52:01,344 - Train: 95.48% [1194450/1251000] [954.8/1000.0] [batch_t 0.477 (0.427)] [data_t 0.015] [optim_t 0.462] [lr 0.000045] [CE 3.690 (3.655)] [KD 1.403 (1.467)] +2024-10-21 08:52:23,011 - Train: 95.48% [1194500/1251000] [954.8/1000.0] [batch_t 0.445 (0.433)] [data_t 0.015] [optim_t 0.430] [lr 0.000045] [CE 3.304 (3.703)] [KD 1.357 (1.495)] +2024-10-21 08:52:44,999 - Train: 95.49% [1194550/1251000] [954.9/1000.0] [batch_t 0.452 (0.440)] [data_t 0.015] [optim_t 0.437] [lr 0.000045] [CE 3.605 (3.709)] [KD 1.440 (1.508)] +2024-10-21 08:53:07,420 - Train: 95.49% [1194600/1251000] [954.9/1000.0] [batch_t 0.446 (0.448)] [data_t 0.015] [optim_t 0.430] [lr 0.000045] [CE 3.574 (3.653)] [KD 1.532 (1.488)] +2024-10-21 08:53:29,401 - Train: 95.50% [1194650/1251000] [955.0/1000.0] [batch_t 0.363 (0.440)] [data_t 0.015] [optim_t 0.348] [lr 0.000045] [CE 3.791 (3.720)] [KD 1.529 (1.508)] +2024-10-21 08:53:50,365 - Train: 95.50% [1194700/1251000] [955.0/1000.0] [batch_t 0.363 (0.419)] [data_t 0.015] [optim_t 0.348] [lr 0.000045] [CE 3.770 (3.718)] [KD 1.578 (1.518)] +2024-10-21 08:54:13,952 - Test (net): 100.00% [50/50] [batch_t 0.141 (0.432)] [top1_cnt 41689] [top5_cnt 48253] [top_all 50000] +2024-10-21 08:54:13,952 - net: 83.378 (96.506) +2024-10-21 08:54:35,802 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.431)] [top1_cnt 41743] [top5_cnt 48303] [top_all 50000] +2024-10-21 08:54:35,802 - net_E: 83.486 (96.606) +2024-10-21 08:54:35,930 - Max [top1: 83.378 (epoch: 955)] [top1-ema: 83.524 (epoch: 950)] +2024-10-21 08:54:35,931 - ==> Total time: 6 days, 9:12:44 Eta: 7:13:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 08:54:59,987 - Train: 95.50% [1194750/1251000] [955.0/1000.0] [batch_t 0.360 (0.441)] [data_t 0.016] [optim_t 0.344] [lr 0.000045] [CE 3.779 (3.739)] [KD 1.581 (1.518)] +2024-10-21 08:55:22,296 - Train: 95.51% [1194800/1251000] [955.1/1000.0] [batch_t 0.406 (0.446)] [data_t 0.016] [optim_t 0.390] [lr 0.000045] [CE 3.509 (3.674)] [KD 1.443 (1.501)] +2024-10-21 08:55:43,461 - Train: 95.51% [1194850/1251000] [955.1/1000.0] [batch_t 0.461 (0.423)] [data_t 0.016] [optim_t 0.446] [lr 0.000045] [CE 4.082 (3.678)] [KD 1.822 (1.487)] +2024-10-21 08:56:04,877 - Train: 95.52% [1194900/1251000] [955.2/1000.0] [batch_t 0.407 (0.428)] [data_t 0.015] [optim_t 0.391] [lr 0.000045] [CE 3.760 (3.694)] [KD 1.418 (1.493)] +2024-10-21 08:56:26,868 - Train: 95.52% [1194950/1251000] [955.2/1000.0] [batch_t 0.431 (0.440)] [data_t 0.015] [optim_t 0.415] [lr 0.000045] [CE 3.757 (3.664)] [KD 1.455 (1.499)] +2024-10-21 08:56:47,959 - Train: 95.52% [1195000/1251000] [955.2/1000.0] [batch_t 0.400 (0.422)] [data_t 0.015] [optim_t 0.385] [lr 0.000045] [CE 3.419 (3.747)] [KD 1.404 (1.527)] +2024-10-21 08:57:08,789 - Train: 95.53% [1195050/1251000] [955.3/1000.0] [batch_t 0.401 (0.417)] [data_t 0.015] [optim_t 0.386] [lr 0.000045] [CE 3.493 (3.752)] [KD 1.381 (1.519)] +2024-10-21 08:57:30,287 - Train: 95.53% [1195100/1251000] [955.3/1000.0] [batch_t 0.472 (0.430)] [data_t 0.015] [optim_t 0.456] [lr 0.000045] [CE 4.031 (3.772)] [KD 1.563 (1.536)] +2024-10-21 08:57:52,214 - Train: 95.54% [1195150/1251000] [955.4/1000.0] [batch_t 0.432 (0.438)] [data_t 0.015] [optim_t 0.416] [lr 0.000045] [CE 3.648 (3.668)] [KD 1.520 (1.495)] +2024-10-21 08:58:14,370 - Train: 95.54% [1195200/1251000] [955.4/1000.0] [batch_t 0.444 (0.443)] [data_t 0.015] [optim_t 0.429] [lr 0.000045] [CE 3.757 (3.753)] [KD 1.688 (1.524)] +2024-10-21 08:58:36,656 - Train: 95.54% [1195250/1251000] [955.4/1000.0] [batch_t 0.459 (0.446)] [data_t 0.015] [optim_t 0.444] [lr 0.000045] [CE 3.571 (3.654)] [KD 1.391 (1.482)] +2024-10-21 08:58:59,023 - Train: 95.55% [1195300/1251000] [955.5/1000.0] [batch_t 0.362 (0.447)] [data_t 0.015] [optim_t 0.347] [lr 0.000045] [CE 3.451 (3.730)] [KD 1.473 (1.523)] +2024-10-21 08:59:20,849 - Train: 95.55% [1195350/1251000] [955.5/1000.0] [batch_t 0.500 (0.436)] [data_t 0.015] [optim_t 0.485] [lr 0.000044] [CE 3.803 (3.703)] [KD 1.516 (1.499)] +2024-10-21 08:59:43,084 - Train: 95.56% [1195400/1251000] [955.6/1000.0] [batch_t 0.440 (0.445)] [data_t 0.015] [optim_t 0.425] [lr 0.000044] [CE 3.781 (3.772)] [KD 1.469 (1.542)] +2024-10-21 09:00:05,117 - Train: 95.56% [1195450/1251000] [955.6/1000.0] [batch_t 0.420 (0.441)] [data_t 0.015] [optim_t 0.405] [lr 0.000044] [CE 3.653 (3.695)] [KD 1.527 (1.499)] +2024-10-21 09:00:27,259 - Train: 95.56% [1195500/1251000] [955.6/1000.0] [batch_t 0.422 (0.443)] [data_t 0.015] [optim_t 0.406] [lr 0.000044] [CE 3.710 (3.679)] [KD 1.702 (1.498)] +2024-10-21 09:00:50,469 - Train: 95.57% [1195550/1251000] [955.7/1000.0] [batch_t 0.491 (0.464)] [data_t 0.015] [optim_t 0.476] [lr 0.000044] [CE 3.759 (3.670)] [KD 1.537 (1.478)] +2024-10-21 09:01:13,726 - Train: 95.57% [1195600/1251000] [955.7/1000.0] [batch_t 0.412 (0.465)] [data_t 0.015] [optim_t 0.397] [lr 0.000044] [CE 3.664 (3.734)] [KD 1.586 (1.519)] +2024-10-21 09:01:36,367 - Train: 95.58% [1195650/1251000] [955.8/1000.0] [batch_t 0.474 (0.453)] [data_t 0.015] [optim_t 0.458] [lr 0.000044] [CE 3.876 (3.655)] [KD 1.604 (1.462)] +2024-10-21 09:01:59,013 - Train: 95.58% [1195700/1251000] [955.8/1000.0] [batch_t 0.473 (0.453)] [data_t 0.015] [optim_t 0.458] [lr 0.000044] [CE 4.041 (3.691)] [KD 1.688 (1.482)] +2024-10-21 09:02:22,928 - Train: 95.58% [1195750/1251000] [955.8/1000.0] [batch_t 0.362 (0.478)] [data_t 0.015] [optim_t 0.346] [lr 0.000044] [CE 3.366 (3.720)] [KD 1.371 (1.516)] +2024-10-21 09:02:43,791 - Train: 95.59% [1195800/1251000] [955.9/1000.0] [batch_t 0.421 (0.417)] [data_t 0.015] [optim_t 0.405] [lr 0.000044] [CE 3.885 (3.717)] [KD 1.683 (1.519)] +2024-10-21 09:03:05,404 - Train: 95.59% [1195850/1251000] [955.9/1000.0] [batch_t 0.367 (0.432)] [data_t 0.015] [optim_t 0.352] [lr 0.000044] [CE 3.633 (3.679)] [KD 1.444 (1.491)] +2024-10-21 09:03:28,004 - Train: 95.60% [1195900/1251000] [956.0/1000.0] [batch_t 0.478 (0.452)] [data_t 0.015] [optim_t 0.463] [lr 0.000044] [CE 3.734 (3.666)] [KD 1.500 (1.481)] +2024-10-21 09:03:50,591 - Train: 95.60% [1195950/1251000] [956.0/1000.0] [batch_t 0.361 (0.452)] [data_t 0.015] [optim_t 0.346] [lr 0.000044] [CE 3.858 (3.689)] [KD 1.656 (1.521)] +2024-10-21 09:04:14,530 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.432)] [top1_cnt 41639] [top5_cnt 48266] [top_all 50000] +2024-10-21 09:04:14,530 - net: 83.278 (96.532) +2024-10-21 09:04:36,858 - Test (net_E): 100.00% [50/50] [batch_t 0.171 (0.440)] [top1_cnt 41758] [top5_cnt 48294] [top_all 50000] +2024-10-21 09:04:36,859 - net_E: 83.516 (96.588) +2024-10-21 09:04:37,067 - Max [top1: 83.378 (epoch: 955)] [top1-ema: 83.524 (epoch: 950)] +2024-10-21 09:04:37,067 - ==> Total time: 6 days, 9:22:45 Eta: 7:03:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 09:05:00,728 - Train: 95.60% [1196000/1251000] [956.0/1000.0] [batch_t 0.387 (0.507)] [data_t 0.015] [optim_t 0.372] [lr 0.000044] [CE 3.817 (3.624)] [KD 1.462 (1.450)] +2024-10-21 09:05:22,788 - Train: 95.61% [1196050/1251000] [956.1/1000.0] [batch_t 0.359 (0.441)] [data_t 0.016] [optim_t 0.343] [lr 0.000044] [CE 3.831 (3.629)] [KD 1.566 (1.466)] +2024-10-21 09:05:45,191 - Train: 95.61% [1196100/1251000] [956.1/1000.0] [batch_t 0.499 (0.448)] [data_t 0.016] [optim_t 0.483] [lr 0.000044] [CE 3.586 (3.759)] [KD 1.436 (1.535)] +2024-10-21 09:06:08,770 - Train: 95.62% [1196150/1251000] [956.2/1000.0] [batch_t 0.553 (0.471)] [data_t 0.015] [optim_t 0.537] [lr 0.000044] [CE 3.259 (3.656)] [KD 1.243 (1.476)] +2024-10-21 09:06:31,906 - Train: 95.62% [1196200/1251000] [956.2/1000.0] [batch_t 0.359 (0.463)] [data_t 0.015] [optim_t 0.343] [lr 0.000044] [CE 3.897 (3.769)] [KD 1.581 (1.530)] +2024-10-21 09:06:53,993 - Train: 95.62% [1196250/1251000] [956.2/1000.0] [batch_t 0.382 (0.442)] [data_t 0.015] [optim_t 0.366] [lr 0.000044] [CE 4.453 (3.722)] [KD 1.887 (1.512)] +2024-10-21 09:07:15,804 - Train: 95.63% [1196300/1251000] [956.3/1000.0] [batch_t 0.445 (0.436)] [data_t 0.015] [optim_t 0.430] [lr 0.000044] [CE 3.743 (3.732)] [KD 1.543 (1.519)] +2024-10-21 09:07:38,404 - Train: 95.63% [1196350/1251000] [956.3/1000.0] [batch_t 0.495 (0.452)] [data_t 0.015] [optim_t 0.480] [lr 0.000044] [CE 3.924 (3.691)] [KD 1.580 (1.503)] +2024-10-21 09:08:00,918 - Train: 95.64% [1196400/1251000] [956.4/1000.0] [batch_t 0.378 (0.450)] [data_t 0.015] [optim_t 0.363] [lr 0.000044] [CE 3.436 (3.759)] [KD 1.459 (1.519)] +2024-10-21 09:08:22,957 - Train: 95.64% [1196450/1251000] [956.4/1000.0] [batch_t 0.451 (0.441)] [data_t 0.015] [optim_t 0.436] [lr 0.000044] [CE 3.963 (3.726)] [KD 1.587 (1.519)] +2024-10-21 09:08:45,285 - Train: 95.64% [1196500/1251000] [956.4/1000.0] [batch_t 0.453 (0.446)] [data_t 0.015] [optim_t 0.437] [lr 0.000044] [CE 4.004 (3.647)] [KD 1.626 (1.476)] +2024-10-21 09:09:07,564 - Train: 95.65% [1196550/1251000] [956.5/1000.0] [batch_t 0.380 (0.445)] [data_t 0.015] [optim_t 0.364] [lr 0.000044] [CE 4.026 (3.684)] [KD 1.715 (1.497)] +2024-10-21 09:09:29,841 - Train: 95.65% [1196600/1251000] [956.5/1000.0] [batch_t 0.458 (0.445)] [data_t 0.015] [optim_t 0.442] [lr 0.000044] [CE 3.712 (3.650)] [KD 1.511 (1.473)] +2024-10-21 09:09:52,930 - Train: 95.66% [1196650/1251000] [956.6/1000.0] [batch_t 0.402 (0.462)] [data_t 0.015] [optim_t 0.387] [lr 0.000044] [CE 3.528 (3.763)] [KD 1.433 (1.528)] +2024-10-21 09:10:15,241 - Train: 95.66% [1196700/1251000] [956.6/1000.0] [batch_t 0.446 (0.446)] [data_t 0.015] [optim_t 0.431] [lr 0.000044] [CE 3.734 (3.688)] [KD 1.384 (1.500)] +2024-10-21 09:10:37,391 - Train: 95.66% [1196750/1251000] [956.6/1000.0] [batch_t 0.442 (0.443)] [data_t 0.015] [optim_t 0.427] [lr 0.000044] [CE 3.637 (3.733)] [KD 1.474 (1.513)] +2024-10-21 09:10:59,094 - Train: 95.67% [1196800/1251000] [956.7/1000.0] [batch_t 0.471 (0.434)] [data_t 0.015] [optim_t 0.456] [lr 0.000044] [CE 3.676 (3.697)] [KD 1.690 (1.494)] +2024-10-21 09:11:21,031 - Train: 95.67% [1196850/1251000] [956.7/1000.0] [batch_t 0.546 (0.439)] [data_t 0.015] [optim_t 0.531] [lr 0.000044] [CE 3.692 (3.652)] [KD 1.529 (1.465)] +2024-10-21 09:11:43,447 - Train: 95.68% [1196900/1251000] [956.8/1000.0] [batch_t 0.459 (0.448)] [data_t 0.015] [optim_t 0.443] [lr 0.000044] [CE 3.657 (3.667)] [KD 1.430 (1.480)] +2024-10-21 09:12:05,215 - Train: 95.68% [1196950/1251000] [956.8/1000.0] [batch_t 0.399 (0.435)] [data_t 0.015] [optim_t 0.384] [lr 0.000044] [CE 4.142 (3.727)] [KD 1.695 (1.500)] +2024-10-21 09:12:27,665 - Train: 95.68% [1197000/1251000] [956.8/1000.0] [batch_t 0.470 (0.449)] [data_t 0.015] [optim_t 0.455] [lr 0.000044] [CE 3.896 (3.662)] [KD 1.698 (1.489)] +2024-10-21 09:12:49,328 - Train: 95.69% [1197050/1251000] [956.9/1000.0] [batch_t 0.431 (0.433)] [data_t 0.016] [optim_t 0.416] [lr 0.000044] [CE 3.810 (3.727)] [KD 1.645 (1.490)] +2024-10-21 09:13:11,353 - Train: 95.69% [1197100/1251000] [956.9/1000.0] [batch_t 0.440 (0.440)] [data_t 0.015] [optim_t 0.425] [lr 0.000044] [CE 3.867 (3.722)] [KD 1.569 (1.531)] +2024-10-21 09:13:33,290 - Train: 95.70% [1197150/1251000] [957.0/1000.0] [batch_t 0.365 (0.439)] [data_t 0.015] [optim_t 0.350] [lr 0.000044] [CE 3.707 (3.607)] [KD 1.533 (1.470)] +2024-10-21 09:13:54,401 - Train: 95.70% [1197200/1251000] [957.0/1000.0] [batch_t 0.359 (0.422)] [data_t 0.015] [optim_t 0.344] [lr 0.000044] [CE 3.667 (3.681)] [KD 1.444 (1.491)] +2024-10-21 09:14:18,359 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41649] [top5_cnt 48256] [top_all 50000] +2024-10-21 09:14:18,359 - net: 83.298 (96.512) +2024-10-21 09:14:39,810 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41759] [top5_cnt 48299] [top_all 50000] +2024-10-21 09:14:39,811 - net_E: 83.518 (96.598) +2024-10-21 09:14:39,968 - Max [top1: 83.378 (epoch: 955)] [top1-ema: 83.524 (epoch: 950)] +2024-10-21 09:14:39,968 - ==> Total time: 6 days, 9:32:48 Eta: 6:53:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 09:15:03,417 - Train: 95.70% [1197250/1251000] [957.0/1000.0] [batch_t 0.361 (0.510)] [data_t 0.016] [optim_t 0.346] [lr 0.000044] [CE 3.616 (3.760)] [KD 1.405 (1.532)] +2024-10-21 09:15:26,063 - Train: 95.71% [1197300/1251000] [957.1/1000.0] [batch_t 0.447 (0.453)] [data_t 0.015] [optim_t 0.432] [lr 0.000043] [CE 3.944 (3.656)] [KD 1.662 (1.479)] +2024-10-21 09:15:49,167 - Train: 95.71% [1197350/1251000] [957.1/1000.0] [batch_t 0.532 (0.462)] [data_t 0.015] [optim_t 0.516] [lr 0.000043] [CE 4.077 (3.678)] [KD 1.706 (1.477)] +2024-10-21 09:16:11,926 - Train: 95.72% [1197400/1251000] [957.2/1000.0] [batch_t 0.441 (0.455)] [data_t 0.015] [optim_t 0.426] [lr 0.000043] [CE 3.610 (3.709)] [KD 1.440 (1.506)] +2024-10-21 09:16:34,851 - Train: 95.72% [1197450/1251000] [957.2/1000.0] [batch_t 0.469 (0.458)] [data_t 0.015] [optim_t 0.454] [lr 0.000043] [CE 3.890 (3.745)] [KD 1.598 (1.523)] +2024-10-21 09:16:57,456 - Train: 95.72% [1197500/1251000] [957.2/1000.0] [batch_t 0.511 (0.452)] [data_t 0.015] [optim_t 0.496] [lr 0.000043] [CE 3.748 (3.662)] [KD 1.546 (1.487)] +2024-10-21 09:17:20,244 - Train: 95.73% [1197550/1251000] [957.3/1000.0] [batch_t 0.458 (0.456)] [data_t 0.015] [optim_t 0.443] [lr 0.000043] [CE 3.941 (3.696)] [KD 1.638 (1.495)] +2024-10-21 09:17:43,530 - Train: 95.73% [1197600/1251000] [957.3/1000.0] [batch_t 0.460 (0.466)] [data_t 0.015] [optim_t 0.445] [lr 0.000043] [CE 3.990 (3.742)] [KD 1.665 (1.530)] +2024-10-21 09:18:06,897 - Train: 95.74% [1197650/1251000] [957.4/1000.0] [batch_t 0.418 (0.467)] [data_t 0.015] [optim_t 0.402] [lr 0.000043] [CE 3.933 (3.704)] [KD 1.605 (1.496)] +2024-10-21 09:18:28,780 - Train: 95.74% [1197700/1251000] [957.4/1000.0] [batch_t 0.463 (0.438)] [data_t 0.015] [optim_t 0.448] [lr 0.000043] [CE 3.731 (3.720)] [KD 1.442 (1.495)] +2024-10-21 09:18:50,959 - Train: 95.74% [1197750/1251000] [957.4/1000.0] [batch_t 0.369 (0.443)] [data_t 0.015] [optim_t 0.353] [lr 0.000043] [CE 3.720 (3.721)] [KD 1.381 (1.504)] +2024-10-21 09:19:13,910 - Train: 95.75% [1197800/1251000] [957.5/1000.0] [batch_t 0.494 (0.459)] [data_t 0.015] [optim_t 0.478] [lr 0.000043] [CE 4.122 (3.692)] [KD 1.627 (1.484)] +2024-10-21 09:19:36,094 - Train: 95.75% [1197850/1251000] [957.5/1000.0] [batch_t 0.439 (0.444)] [data_t 0.015] [optim_t 0.424] [lr 0.000043] [CE 3.503 (3.670)] [KD 1.482 (1.486)] +2024-10-21 09:19:58,381 - Train: 95.76% [1197900/1251000] [957.6/1000.0] [batch_t 0.471 (0.446)] [data_t 0.015] [optim_t 0.456] [lr 0.000043] [CE 4.146 (3.681)] [KD 1.828 (1.476)] +2024-10-21 09:20:20,726 - Train: 95.76% [1197950/1251000] [957.6/1000.0] [batch_t 0.409 (0.447)] [data_t 0.015] [optim_t 0.393] [lr 0.000043] [CE 3.221 (3.729)] [KD 1.149 (1.506)] +2024-10-21 09:20:42,749 - Train: 95.76% [1198000/1251000] [957.6/1000.0] [batch_t 0.394 (0.440)] [data_t 0.015] [optim_t 0.378] [lr 0.000043] [CE 3.696 (3.683)] [KD 1.467 (1.490)] +2024-10-21 09:21:04,164 - Train: 95.77% [1198050/1251000] [957.7/1000.0] [batch_t 0.389 (0.428)] [data_t 0.015] [optim_t 0.374] [lr 0.000043] [CE 3.560 (3.728)] [KD 1.454 (1.514)] +2024-10-21 09:21:25,670 - Train: 95.77% [1198100/1251000] [957.7/1000.0] [batch_t 0.379 (0.430)] [data_t 0.015] [optim_t 0.364] [lr 0.000043] [CE 3.223 (3.710)] [KD 1.261 (1.515)] +2024-10-21 09:21:47,492 - Train: 95.78% [1198150/1251000] [957.8/1000.0] [batch_t 0.458 (0.436)] [data_t 0.015] [optim_t 0.443] [lr 0.000043] [CE 3.307 (3.700)] [KD 1.250 (1.509)] +2024-10-21 09:22:09,459 - Train: 95.78% [1198200/1251000] [957.8/1000.0] [batch_t 0.448 (0.439)] [data_t 0.015] [optim_t 0.432] [lr 0.000043] [CE 3.809 (3.719)] [KD 1.575 (1.490)] +2024-10-21 09:22:31,387 - Train: 95.78% [1198250/1251000] [957.8/1000.0] [batch_t 0.458 (0.438)] [data_t 0.016] [optim_t 0.442] [lr 0.000043] [CE 3.619 (3.717)] [KD 1.540 (1.516)] +2024-10-21 09:22:53,136 - Train: 95.79% [1198300/1251000] [957.9/1000.0] [batch_t 0.454 (0.435)] [data_t 0.016] [optim_t 0.438] [lr 0.000043] [CE 3.136 (3.717)] [KD 1.172 (1.497)] +2024-10-21 09:23:16,259 - Train: 95.79% [1198350/1251000] [957.9/1000.0] [batch_t 0.441 (0.462)] [data_t 0.015] [optim_t 0.425] [lr 0.000043] [CE 3.473 (3.662)] [KD 1.411 (1.497)] +2024-10-21 09:23:38,395 - Train: 95.80% [1198400/1251000] [958.0/1000.0] [batch_t 0.433 (0.443)] [data_t 0.015] [optim_t 0.418] [lr 0.000043] [CE 3.872 (3.655)] [KD 1.622 (1.495)] +2024-10-21 09:23:59,998 - Train: 95.80% [1198450/1251000] [958.0/1000.0] [batch_t 0.362 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.000043] [CE 3.499 (3.706)] [KD 1.432 (1.496)] +2024-10-21 09:24:24,804 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.433)] [top1_cnt 41693] [top5_cnt 48281] [top_all 50000] +2024-10-21 09:24:24,805 - net: 83.386 (96.562) +2024-10-21 09:24:46,605 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41761] [top5_cnt 48309] [top_all 50000] +2024-10-21 09:24:46,606 - net_E: 83.522 (96.618) +2024-10-21 09:24:46,751 - Max [top1: 83.386 (epoch: 958)] [top1-ema: 83.524 (epoch: 950)] +2024-10-21 09:24:46,751 - ==> Total time: 6 days, 9:42:55 Eta: 6:44:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 09:25:10,593 - Train: 95.80% [1198500/1251000] [958.0/1000.0] [batch_t 0.481 (0.466)] [data_t 0.016] [optim_t 0.466] [lr 0.000043] [CE 3.892 (3.718)] [KD 1.627 (1.497)] +2024-10-21 09:25:33,144 - Train: 95.81% [1198550/1251000] [958.1/1000.0] [batch_t 0.507 (0.451)] [data_t 0.015] [optim_t 0.492] [lr 0.000043] [CE 4.053 (3.717)] [KD 1.658 (1.494)] +2024-10-21 09:25:54,754 - Train: 95.81% [1198600/1251000] [958.1/1000.0] [batch_t 0.360 (0.432)] [data_t 0.016] [optim_t 0.344] [lr 0.000043] [CE 3.672 (3.725)] [KD 1.592 (1.515)] +2024-10-21 09:26:17,190 - Train: 95.82% [1198650/1251000] [958.2/1000.0] [batch_t 0.358 (0.449)] [data_t 0.015] [optim_t 0.343] [lr 0.000043] [CE 4.032 (3.733)] [KD 1.611 (1.508)] +2024-10-21 09:26:39,075 - Train: 95.82% [1198700/1251000] [958.2/1000.0] [batch_t 0.382 (0.438)] [data_t 0.015] [optim_t 0.366] [lr 0.000043] [CE 3.599 (3.669)] [KD 1.500 (1.475)] +2024-10-21 09:27:00,729 - Train: 95.82% [1198750/1251000] [958.2/1000.0] [batch_t 0.362 (0.433)] [data_t 0.016] [optim_t 0.347] [lr 0.000043] [CE 4.061 (3.690)] [KD 1.760 (1.498)] +2024-10-21 09:27:23,358 - Train: 95.83% [1198800/1251000] [958.3/1000.0] [batch_t 0.524 (0.452)] [data_t 0.015] [optim_t 0.509] [lr 0.000043] [CE 3.708 (3.690)] [KD 1.544 (1.501)] +2024-10-21 09:27:46,536 - Train: 95.83% [1198850/1251000] [958.3/1000.0] [batch_t 0.546 (0.463)] [data_t 0.015] [optim_t 0.530] [lr 0.000043] [CE 3.512 (3.673)] [KD 1.398 (1.469)] +2024-10-21 09:28:09,483 - Train: 95.84% [1198900/1251000] [958.4/1000.0] [batch_t 0.462 (0.459)] [data_t 0.016] [optim_t 0.446] [lr 0.000043] [CE 3.855 (3.702)] [KD 1.591 (1.512)] +2024-10-21 09:28:31,716 - Train: 95.84% [1198950/1251000] [958.4/1000.0] [batch_t 0.489 (0.445)] [data_t 0.015] [optim_t 0.474] [lr 0.000043] [CE 3.996 (3.736)] [KD 1.609 (1.525)] +2024-10-21 09:28:54,358 - Train: 95.84% [1199000/1251000] [958.4/1000.0] [batch_t 0.447 (0.453)] [data_t 0.015] [optim_t 0.432] [lr 0.000043] [CE 3.401 (3.719)] [KD 1.233 (1.501)] +2024-10-21 09:29:16,932 - Train: 95.85% [1199050/1251000] [958.5/1000.0] [batch_t 0.441 (0.451)] [data_t 0.015] [optim_t 0.425] [lr 0.000043] [CE 4.091 (3.724)] [KD 1.591 (1.518)] +2024-10-21 09:29:37,829 - Train: 95.85% [1199100/1251000] [958.5/1000.0] [batch_t 0.447 (0.418)] [data_t 0.016] [optim_t 0.432] [lr 0.000043] [CE 3.933 (3.697)] [KD 1.651 (1.505)] +2024-10-21 09:29:58,975 - Train: 95.86% [1199150/1251000] [958.6/1000.0] [batch_t 0.417 (0.423)] [data_t 0.015] [optim_t 0.402] [lr 0.000043] [CE 3.986 (3.808)] [KD 1.696 (1.549)] +2024-10-21 09:30:20,230 - Train: 95.86% [1199200/1251000] [958.6/1000.0] [batch_t 0.438 (0.425)] [data_t 0.015] [optim_t 0.423] [lr 0.000043] [CE 3.636 (3.719)] [KD 1.505 (1.515)] +2024-10-21 09:30:42,468 - Train: 95.86% [1199250/1251000] [958.6/1000.0] [batch_t 0.558 (0.445)] [data_t 0.155] [optim_t 0.403] [lr 0.000043] [CE 3.837 (3.663)] [KD 1.476 (1.477)] +2024-10-21 09:31:05,090 - Train: 95.87% [1199300/1251000] [958.7/1000.0] [batch_t 0.449 (0.452)] [data_t 0.102] [optim_t 0.348] [lr 0.000042] [CE 3.593 (3.727)] [KD 1.438 (1.498)] +2024-10-21 09:31:27,656 - Train: 95.87% [1199350/1251000] [958.7/1000.0] [batch_t 0.500 (0.451)] [data_t 0.157] [optim_t 0.343] [lr 0.000042] [CE 3.964 (3.643)] [KD 1.673 (1.486)] +2024-10-21 09:31:49,505 - Train: 95.88% [1199400/1251000] [958.8/1000.0] [batch_t 0.377 (0.437)] [data_t 0.035] [optim_t 0.343] [lr 0.000042] [CE 3.967 (3.647)] [KD 1.712 (1.463)] +2024-10-21 09:32:11,300 - Train: 95.88% [1199450/1251000] [958.8/1000.0] [batch_t 0.436 (0.436)] [data_t 0.088] [optim_t 0.347] [lr 0.000042] [CE 3.821 (3.767)] [KD 1.577 (1.527)] +2024-10-21 09:32:32,618 - Train: 95.88% [1199500/1251000] [958.8/1000.0] [batch_t 0.404 (0.426)] [data_t 0.055] [optim_t 0.349] [lr 0.000042] [CE 3.438 (3.655)] [KD 1.427 (1.470)] +2024-10-21 09:32:54,503 - Train: 95.89% [1199550/1251000] [958.9/1000.0] [batch_t 0.418 (0.438)] [data_t 0.070] [optim_t 0.347] [lr 0.000042] [CE 3.796 (3.651)] [KD 1.569 (1.482)] +2024-10-21 09:33:15,839 - Train: 95.89% [1199600/1251000] [958.9/1000.0] [batch_t 0.423 (0.427)] [data_t 0.079] [optim_t 0.344] [lr 0.000042] [CE 3.330 (3.702)] [KD 1.362 (1.500)] +2024-10-21 09:33:37,893 - Train: 95.90% [1199650/1251000] [959.0/1000.0] [batch_t 0.444 (0.441)] [data_t 0.098] [optim_t 0.347] [lr 0.000042] [CE 3.977 (3.698)] [KD 1.665 (1.496)] +2024-10-21 09:33:59,494 - Train: 95.90% [1199700/1251000] [959.0/1000.0] [batch_t 0.362 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.000042] [CE 3.698 (3.669)] [KD 1.492 (1.489)] +2024-10-21 09:34:24,509 - Test (net): 100.00% [50/50] [batch_t 0.142 (0.430)] [top1_cnt 41677] [top5_cnt 48269] [top_all 50000] +2024-10-21 09:34:24,509 - net: 83.354 (96.538) +2024-10-21 09:34:46,400 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41763] [top5_cnt 48313] [top_all 50000] +2024-10-21 09:34:46,401 - net_E: 83.526 (96.626) +2024-10-21 09:34:46,554 - Max [top1: 83.386 (epoch: 958)] [top1-ema: 83.526 (epoch: 959)] +2024-10-21 09:34:46,555 - ==> Total time: 6 days, 9:52:55 Eta: 6:34:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 09:35:10,554 - Train: 95.90% [1199750/1251000] [959.0/1000.0] [batch_t 0.360 (0.481)] [data_t 0.015] [optim_t 0.345] [lr 0.000042] [CE 3.618 (3.709)] [KD 1.439 (1.504)] +2024-10-21 09:35:32,624 - Train: 95.91% [1199800/1251000] [959.1/1000.0] [batch_t 0.363 (0.441)] [data_t 0.015] [optim_t 0.348] [lr 0.000042] [CE 3.804 (3.693)] [KD 1.473 (1.497)] +2024-10-21 09:35:54,888 - Train: 95.91% [1199850/1251000] [959.1/1000.0] [batch_t 0.394 (0.445)] [data_t 0.047] [optim_t 0.347] [lr 0.000042] [CE 4.021 (3.680)] [KD 1.654 (1.485)] +2024-10-21 09:36:16,438 - Train: 95.92% [1199900/1251000] [959.2/1000.0] [batch_t 0.427 (0.431)] [data_t 0.080] [optim_t 0.347] [lr 0.000042] [CE 3.832 (3.763)] [KD 1.532 (1.524)] +2024-10-21 09:36:38,528 - Train: 95.92% [1199950/1251000] [959.2/1000.0] [batch_t 0.468 (0.442)] [data_t 0.122] [optim_t 0.345] [lr 0.000042] [CE 3.505 (3.735)] [KD 1.269 (1.499)] +2024-10-21 09:37:00,136 - Train: 95.92% [1200000/1251000] [959.2/1000.0] [batch_t 0.414 (0.432)] [data_t 0.066] [optim_t 0.348] [lr 0.000042] [CE 4.041 (3.723)] [KD 1.631 (1.502)] +2024-10-21 09:37:21,817 - Train: 95.93% [1200050/1251000] [959.3/1000.0] [batch_t 0.519 (0.433)] [data_t 0.156] [optim_t 0.364] [lr 0.000042] [CE 3.653 (3.752)] [KD 1.398 (1.542)] +2024-10-21 09:37:43,132 - Train: 95.93% [1200100/1251000] [959.3/1000.0] [batch_t 0.452 (0.426)] [data_t 0.105] [optim_t 0.347] [lr 0.000042] [CE 4.044 (3.691)] [KD 1.523 (1.477)] +2024-10-21 09:38:04,685 - Train: 95.94% [1200150/1251000] [959.4/1000.0] [batch_t 0.364 (0.431)] [data_t 0.016] [optim_t 0.349] [lr 0.000042] [CE 3.626 (3.685)] [KD 1.420 (1.505)] +2024-10-21 09:38:26,876 - Train: 95.94% [1200200/1251000] [959.4/1000.0] [batch_t 0.391 (0.444)] [data_t 0.043] [optim_t 0.349] [lr 0.000042] [CE 3.524 (3.693)] [KD 1.380 (1.495)] +2024-10-21 09:38:48,624 - Train: 95.94% [1200250/1251000] [959.4/1000.0] [batch_t 0.492 (0.435)] [data_t 0.142] [optim_t 0.350] [lr 0.000042] [CE 3.193 (3.734)] [KD 1.237 (1.512)] +2024-10-21 09:39:10,639 - Train: 95.95% [1200300/1251000] [959.5/1000.0] [batch_t 0.419 (0.440)] [data_t 0.073] [optim_t 0.346] [lr 0.000042] [CE 3.886 (3.745)] [KD 1.565 (1.521)] +2024-10-21 09:39:32,678 - Train: 95.95% [1200350/1251000] [959.5/1000.0] [batch_t 0.513 (0.441)] [data_t 0.145] [optim_t 0.368] [lr 0.000042] [CE 4.026 (3.759)] [KD 1.671 (1.523)] +2024-10-21 09:39:55,086 - Train: 95.96% [1200400/1251000] [959.6/1000.0] [batch_t 0.362 (0.448)] [data_t 0.016] [optim_t 0.346] [lr 0.000042] [CE 3.615 (3.703)] [KD 1.539 (1.511)] +2024-10-21 09:40:16,065 - Train: 95.96% [1200450/1251000] [959.6/1000.0] [batch_t 0.393 (0.419)] [data_t 0.016] [optim_t 0.378] [lr 0.000042] [CE 3.695 (3.688)] [KD 1.500 (1.492)] +2024-10-21 09:40:38,308 - Train: 95.96% [1200500/1251000] [959.6/1000.0] [batch_t 0.488 (0.445)] [data_t 0.144] [optim_t 0.345] [lr 0.000042] [CE 4.038 (3.706)] [KD 1.707 (1.490)] +2024-10-21 09:41:01,360 - Train: 95.97% [1200550/1251000] [959.7/1000.0] [batch_t 0.440 (0.461)] [data_t 0.092] [optim_t 0.348] [lr 0.000042] [CE 4.038 (3.679)] [KD 1.510 (1.480)] +2024-10-21 09:41:22,651 - Train: 95.97% [1200600/1251000] [959.7/1000.0] [batch_t 0.407 (0.426)] [data_t 0.059] [optim_t 0.348] [lr 0.000042] [CE 3.962 (3.678)] [KD 1.714 (1.492)] +2024-10-21 09:41:44,645 - Train: 95.98% [1200650/1251000] [959.8/1000.0] [batch_t 0.388 (0.440)] [data_t 0.044] [optim_t 0.344] [lr 0.000042] [CE 3.750 (3.709)] [KD 1.567 (1.514)] +2024-10-21 09:42:06,602 - Train: 95.98% [1200700/1251000] [959.8/1000.0] [batch_t 0.401 (0.439)] [data_t 0.057] [optim_t 0.344] [lr 0.000042] [CE 3.519 (3.651)] [KD 1.345 (1.471)] +2024-10-21 09:42:29,029 - Train: 95.98% [1200750/1251000] [959.8/1000.0] [batch_t 0.380 (0.448)] [data_t 0.029] [optim_t 0.351] [lr 0.000042] [CE 3.591 (3.693)] [KD 1.450 (1.490)] +2024-10-21 09:42:50,865 - Train: 95.99% [1200800/1251000] [959.9/1000.0] [batch_t 0.411 (0.437)] [data_t 0.068] [optim_t 0.343] [lr 0.000042] [CE 3.563 (3.654)] [KD 1.469 (1.501)] +2024-10-21 09:43:13,265 - Train: 95.99% [1200850/1251000] [959.9/1000.0] [batch_t 0.449 (0.448)] [data_t 0.105] [optim_t 0.344] [lr 0.000042] [CE 3.795 (3.685)] [KD 1.606 (1.483)] +2024-10-21 09:43:35,355 - Train: 96.00% [1200900/1251000] [960.0/1000.0] [batch_t 0.464 (0.442)] [data_t 0.121] [optim_t 0.342] [lr 0.000042] [CE 3.310 (3.606)] [KD 1.318 (1.448)] +2024-10-21 09:43:57,275 - Train: 96.00% [1200950/1251000] [960.0/1000.0] [batch_t 0.364 (0.438)] [data_t 0.015] [optim_t 0.349] [lr 0.000042] [CE 3.788 (3.708)] [KD 1.595 (1.501)] +2024-10-21 09:44:23,133 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.441)] [top1_cnt 41699] [top5_cnt 48281] [top_all 50000] +2024-10-21 09:44:23,133 - net: 83.398 (96.562) +2024-10-21 09:44:44,543 - Test (net_E): 100.00% [50/50] [batch_t 0.152 (0.422)] [top1_cnt 41766] [top5_cnt 48317] [top_all 50000] +2024-10-21 09:44:44,543 - net_E: 83.532 (96.634) +2024-10-21 09:44:44,735 - Max [top1: 83.398 (epoch: 960)] [top1-ema: 83.532 (epoch: 960)] +2024-10-21 09:44:44,735 - ==> Total time: 6 days, 10:02:53 Eta: 6:25:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 09:45:09,359 - Train: 96.00% [1201000/1251000] [960.0/1000.0] [batch_t 0.438 (0.442)] [data_t 0.015] [optim_t 0.423] [lr 0.000042] [CE 4.057 (3.708)] [KD 1.703 (1.502)] +2024-10-21 09:45:32,276 - Train: 96.01% [1201050/1251000] [960.1/1000.0] [batch_t 0.362 (0.458)] [data_t 0.015] [optim_t 0.347] [lr 0.000042] [CE 3.828 (3.698)] [KD 1.565 (1.497)] +2024-10-21 09:45:54,825 - Train: 96.01% [1201100/1251000] [960.1/1000.0] [batch_t 0.373 (0.451)] [data_t 0.015] [optim_t 0.358] [lr 0.000042] [CE 3.724 (3.695)] [KD 1.499 (1.498)] +2024-10-21 09:46:17,580 - Train: 96.02% [1201150/1251000] [960.2/1000.0] [batch_t 0.419 (0.455)] [data_t 0.015] [optim_t 0.404] [lr 0.000042] [CE 3.905 (3.718)] [KD 1.517 (1.498)] +2024-10-21 09:46:40,164 - Train: 96.02% [1201200/1251000] [960.2/1000.0] [batch_t 0.365 (0.452)] [data_t 0.015] [optim_t 0.349] [lr 0.000042] [CE 3.598 (3.635)] [KD 1.480 (1.485)] +2024-10-21 09:47:02,881 - Train: 96.02% [1201250/1251000] [960.2/1000.0] [batch_t 0.517 (0.454)] [data_t 0.015] [optim_t 0.501] [lr 0.000042] [CE 3.771 (3.629)] [KD 1.522 (1.449)] +2024-10-21 09:47:25,615 - Train: 96.03% [1201300/1251000] [960.3/1000.0] [batch_t 0.477 (0.455)] [data_t 0.015] [optim_t 0.461] [lr 0.000042] [CE 3.535 (3.661)] [KD 1.457 (1.493)] +2024-10-21 09:47:47,533 - Train: 96.03% [1201350/1251000] [960.3/1000.0] [batch_t 0.408 (0.438)] [data_t 0.015] [optim_t 0.392] [lr 0.000042] [CE 3.128 (3.700)] [KD 1.241 (1.489)] +2024-10-21 09:48:09,090 - Train: 96.04% [1201400/1251000] [960.4/1000.0] [batch_t 0.366 (0.431)] [data_t 0.016] [optim_t 0.351] [lr 0.000042] [CE 4.022 (3.700)] [KD 1.620 (1.498)] +2024-10-21 09:48:30,659 - Train: 96.04% [1201450/1251000] [960.4/1000.0] [batch_t 0.369 (0.431)] [data_t 0.016] [optim_t 0.353] [lr 0.000041] [CE 4.261 (3.699)] [KD 1.809 (1.508)] +2024-10-21 09:48:52,387 - Train: 96.04% [1201500/1251000] [960.4/1000.0] [batch_t 0.466 (0.434)] [data_t 0.015] [optim_t 0.450] [lr 0.000041] [CE 3.881 (3.798)] [KD 1.434 (1.543)] +2024-10-21 09:49:13,920 - Train: 96.05% [1201550/1251000] [960.5/1000.0] [batch_t 0.477 (0.431)] [data_t 0.016] [optim_t 0.461] [lr 0.000041] [CE 4.405 (3.753)] [KD 1.837 (1.517)] +2024-10-21 09:49:35,693 - Train: 96.05% [1201600/1251000] [960.5/1000.0] [batch_t 0.462 (0.435)] [data_t 0.016] [optim_t 0.447] [lr 0.000041] [CE 3.761 (3.750)] [KD 1.470 (1.523)] +2024-10-21 09:49:58,029 - Train: 96.06% [1201650/1251000] [960.6/1000.0] [batch_t 0.476 (0.447)] [data_t 0.016] [optim_t 0.460] [lr 0.000041] [CE 3.935 (3.678)] [KD 1.573 (1.495)] +2024-10-21 09:50:20,138 - Train: 96.06% [1201700/1251000] [960.6/1000.0] [batch_t 0.450 (0.442)] [data_t 0.016] [optim_t 0.435] [lr 0.000041] [CE 3.451 (3.683)] [KD 1.538 (1.488)] +2024-10-21 09:50:41,713 - Train: 96.06% [1201750/1251000] [960.6/1000.0] [batch_t 0.448 (0.431)] [data_t 0.015] [optim_t 0.432] [lr 0.000041] [CE 4.278 (3.712)] [KD 1.710 (1.498)] +2024-10-21 09:51:03,910 - Train: 96.07% [1201800/1251000] [960.7/1000.0] [batch_t 0.392 (0.444)] [data_t 0.016] [optim_t 0.377] [lr 0.000041] [CE 3.307 (3.698)] [KD 1.387 (1.508)] +2024-10-21 09:51:26,839 - Train: 96.07% [1201850/1251000] [960.7/1000.0] [batch_t 0.489 (0.458)] [data_t 0.016] [optim_t 0.473] [lr 0.000041] [CE 3.737 (3.689)] [KD 1.475 (1.486)] +2024-10-21 09:51:48,554 - Train: 96.08% [1201900/1251000] [960.8/1000.0] [batch_t 0.367 (0.434)] [data_t 0.015] [optim_t 0.352] [lr 0.000041] [CE 3.920 (3.717)] [KD 1.536 (1.516)] +2024-10-21 09:52:10,522 - Train: 96.08% [1201950/1251000] [960.8/1000.0] [batch_t 0.443 (0.439)] [data_t 0.015] [optim_t 0.428] [lr 0.000041] [CE 3.444 (3.657)] [KD 1.371 (1.484)] +2024-10-21 09:52:32,417 - Train: 96.08% [1202000/1251000] [960.8/1000.0] [batch_t 0.576 (0.438)] [data_t 0.016] [optim_t 0.561] [lr 0.000041] [CE 4.003 (3.728)] [KD 1.527 (1.512)] +2024-10-21 09:52:55,005 - Train: 96.09% [1202050/1251000] [960.9/1000.0] [batch_t 0.432 (0.452)] [data_t 0.016] [optim_t 0.416] [lr 0.000041] [CE 4.286 (3.680)] [KD 1.836 (1.475)] +2024-10-21 09:53:16,230 - Train: 96.09% [1202100/1251000] [960.9/1000.0] [batch_t 0.483 (0.424)] [data_t 0.015] [optim_t 0.468] [lr 0.000041] [CE 3.616 (3.713)] [KD 1.442 (1.498)] +2024-10-21 09:53:37,866 - Train: 96.10% [1202150/1251000] [961.0/1000.0] [batch_t 0.440 (0.433)] [data_t 0.015] [optim_t 0.424] [lr 0.000041] [CE 3.941 (3.679)] [KD 1.559 (1.490)] +2024-10-21 09:53:59,678 - Train: 96.10% [1202200/1251000] [961.0/1000.0] [batch_t 0.365 (0.436)] [data_t 0.015] [optim_t 0.349] [lr 0.000041] [CE 3.722 (3.660)] [KD 1.517 (1.485)] +2024-10-21 09:54:25,726 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.431)] [top1_cnt 41612] [top5_cnt 48257] [top_all 50000] +2024-10-21 09:54:25,726 - net: 83.224 (96.514) +2024-10-21 09:54:47,781 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 41785] [top5_cnt 48313] [top_all 50000] +2024-10-21 09:54:47,782 - net_E: 83.570 (96.626) +2024-10-21 09:54:47,954 - Max [top1: 83.398 (epoch: 960)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 09:54:47,955 - ==> Total time: 6 days, 10:12:56 Eta: 6:15:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 09:55:10,387 - Train: 96.10% [1202250/1251000] [961.0/1000.0] [batch_t 0.498 (0.465)] [data_t 0.153] [optim_t 0.345] [lr 0.000041] [CE 3.863 (3.676)] [KD 1.560 (1.498)] +2024-10-21 09:55:33,277 - Train: 96.11% [1202300/1251000] [961.1/1000.0] [batch_t 0.363 (0.458)] [data_t 0.015] [optim_t 0.347] [lr 0.000041] [CE 3.539 (3.740)] [KD 1.364 (1.526)] +2024-10-21 09:55:55,082 - Train: 96.11% [1202350/1251000] [961.1/1000.0] [batch_t 0.445 (0.436)] [data_t 0.101] [optim_t 0.344] [lr 0.000041] [CE 3.267 (3.723)] [KD 1.381 (1.512)] +2024-10-21 09:56:17,255 - Train: 96.12% [1202400/1251000] [961.2/1000.0] [batch_t 0.386 (0.443)] [data_t 0.015] [optim_t 0.371] [lr 0.000041] [CE 3.528 (3.734)] [KD 1.427 (1.525)] +2024-10-21 09:56:38,420 - Train: 96.12% [1202450/1251000] [961.2/1000.0] [batch_t 0.453 (0.423)] [data_t 0.016] [optim_t 0.437] [lr 0.000041] [CE 3.469 (3.673)] [KD 1.402 (1.472)] +2024-10-21 09:57:00,317 - Train: 96.12% [1202500/1251000] [961.2/1000.0] [batch_t 0.453 (0.438)] [data_t 0.015] [optim_t 0.437] [lr 0.000041] [CE 3.193 (3.627)] [KD 1.303 (1.477)] +2024-10-21 09:57:21,769 - Train: 96.13% [1202550/1251000] [961.3/1000.0] [batch_t 0.375 (0.429)] [data_t 0.015] [optim_t 0.359] [lr 0.000041] [CE 3.338 (3.735)] [KD 1.300 (1.516)] +2024-10-21 09:57:43,877 - Train: 96.13% [1202600/1251000] [961.3/1000.0] [batch_t 0.427 (0.442)] [data_t 0.015] [optim_t 0.412] [lr 0.000041] [CE 3.724 (3.693)] [KD 1.412 (1.481)] +2024-10-21 09:58:05,382 - Train: 96.14% [1202650/1251000] [961.4/1000.0] [batch_t 0.424 (0.430)] [data_t 0.016] [optim_t 0.408] [lr 0.000041] [CE 3.390 (3.688)] [KD 1.389 (1.475)] +2024-10-21 09:58:27,243 - Train: 96.14% [1202700/1251000] [961.4/1000.0] [batch_t 0.506 (0.437)] [data_t 0.015] [optim_t 0.490] [lr 0.000041] [CE 4.152 (3.695)] [KD 1.725 (1.500)] +2024-10-21 09:58:48,676 - Train: 96.14% [1202750/1251000] [961.4/1000.0] [batch_t 0.459 (0.429)] [data_t 0.016] [optim_t 0.444] [lr 0.000041] [CE 4.147 (3.748)] [KD 1.774 (1.519)] +2024-10-21 09:59:10,551 - Train: 96.15% [1202800/1251000] [961.5/1000.0] [batch_t 0.487 (0.437)] [data_t 0.015] [optim_t 0.472] [lr 0.000041] [CE 3.745 (3.617)] [KD 1.534 (1.453)] +2024-10-21 09:59:32,401 - Train: 96.15% [1202850/1251000] [961.5/1000.0] [batch_t 0.512 (0.437)] [data_t 0.015] [optim_t 0.496] [lr 0.000041] [CE 3.743 (3.700)] [KD 1.478 (1.491)] +2024-10-21 09:59:54,039 - Train: 96.16% [1202900/1251000] [961.6/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.346] [lr 0.000041] [CE 3.514 (3.650)] [KD 1.463 (1.459)] +2024-10-21 10:00:16,738 - Train: 96.16% [1202950/1251000] [961.6/1000.0] [batch_t 0.478 (0.454)] [data_t 0.016] [optim_t 0.463] [lr 0.000041] [CE 3.980 (3.701)] [KD 1.588 (1.491)] +2024-10-21 10:00:39,260 - Train: 96.16% [1203000/1251000] [961.6/1000.0] [batch_t 0.475 (0.450)] [data_t 0.015] [optim_t 0.460] [lr 0.000041] [CE 4.221 (3.764)] [KD 1.799 (1.535)] +2024-10-21 10:01:01,571 - Train: 96.17% [1203050/1251000] [961.7/1000.0] [batch_t 0.419 (0.446)] [data_t 0.015] [optim_t 0.404] [lr 0.000041] [CE 3.703 (3.759)] [KD 1.443 (1.524)] +2024-10-21 10:01:23,858 - Train: 96.17% [1203100/1251000] [961.7/1000.0] [batch_t 0.480 (0.446)] [data_t 0.015] [optim_t 0.465] [lr 0.000041] [CE 3.929 (3.677)] [KD 1.571 (1.482)] +2024-10-21 10:01:45,882 - Train: 96.18% [1203150/1251000] [961.8/1000.0] [batch_t 0.488 (0.440)] [data_t 0.015] [optim_t 0.473] [lr 0.000041] [CE 3.422 (3.675)] [KD 1.429 (1.491)] +2024-10-21 10:02:07,312 - Train: 96.18% [1203200/1251000] [961.8/1000.0] [batch_t 0.409 (0.428)] [data_t 0.015] [optim_t 0.393] [lr 0.000041] [CE 3.912 (3.742)] [KD 1.565 (1.507)] +2024-10-21 10:02:28,470 - Train: 96.18% [1203250/1251000] [961.8/1000.0] [batch_t 0.447 (0.423)] [data_t 0.015] [optim_t 0.432] [lr 0.000041] [CE 3.565 (3.732)] [KD 1.412 (1.507)] +2024-10-21 10:02:49,360 - Train: 96.19% [1203300/1251000] [961.9/1000.0] [batch_t 0.400 (0.418)] [data_t 0.015] [optim_t 0.384] [lr 0.000041] [CE 3.737 (3.720)] [KD 1.522 (1.491)] +2024-10-21 10:03:11,407 - Train: 96.19% [1203350/1251000] [961.9/1000.0] [batch_t 0.444 (0.441)] [data_t 0.100] [optim_t 0.345] [lr 0.000041] [CE 3.887 (3.671)] [KD 1.566 (1.478)] +2024-10-21 10:03:33,353 - Train: 96.20% [1203400/1251000] [962.0/1000.0] [batch_t 0.429 (0.439)] [data_t 0.083] [optim_t 0.346] [lr 0.000041] [CE 3.993 (3.700)] [KD 1.757 (1.511)] +2024-10-21 10:03:55,017 - Train: 96.20% [1203450/1251000] [962.0/1000.0] [batch_t 0.363 (0.433)] [data_t 0.019] [optim_t 0.344] [lr 0.000041] [CE 3.851 (3.693)] [KD 1.669 (1.511)] +2024-10-21 10:04:21,860 - Test (net): 100.00% [50/50] [batch_t 0.144 (0.446)] [top1_cnt 41673] [top5_cnt 48273] [top_all 50000] +2024-10-21 10:04:21,860 - net: 83.346 (96.546) +2024-10-21 10:04:43,536 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.426)] [top1_cnt 41773] [top5_cnt 48308] [top_all 50000] +2024-10-21 10:04:43,537 - net_E: 83.546 (96.616) +2024-10-21 10:04:43,702 - Max [top1: 83.398 (epoch: 960)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 10:04:43,702 - ==> Total time: 6 days, 10:22:52 Eta: 6:05:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 10:05:04,261 - Train: 96.20% [1203500/1251000] [962.0/1000.0] [batch_t 0.481 (0.504)] [data_t 0.015] [optim_t 0.466] [lr 0.000041] [CE 4.002 (3.645)] [KD 1.653 (1.484)] +2024-10-21 10:05:25,595 - Train: 96.21% [1203550/1251000] [962.1/1000.0] [batch_t 0.364 (0.427)] [data_t 0.015] [optim_t 0.349] [lr 0.000041] [CE 4.095 (3.591)] [KD 1.678 (1.451)] +2024-10-21 10:05:48,211 - Train: 96.21% [1203600/1251000] [962.1/1000.0] [batch_t 0.516 (0.452)] [data_t 0.015] [optim_t 0.501] [lr 0.000041] [CE 3.871 (3.712)] [KD 1.629 (1.495)] +2024-10-21 10:06:09,481 - Train: 96.22% [1203650/1251000] [962.2/1000.0] [batch_t 0.402 (0.425)] [data_t 0.015] [optim_t 0.387] [lr 0.000040] [CE 3.859 (3.741)] [KD 1.552 (1.513)] +2024-10-21 10:06:32,156 - Train: 96.22% [1203700/1251000] [962.2/1000.0] [batch_t 0.421 (0.453)] [data_t 0.016] [optim_t 0.406] [lr 0.000040] [CE 4.094 (3.764)] [KD 1.718 (1.525)] +2024-10-21 10:06:54,411 - Train: 96.22% [1203750/1251000] [962.2/1000.0] [batch_t 0.474 (0.445)] [data_t 0.015] [optim_t 0.458] [lr 0.000040] [CE 3.480 (3.786)] [KD 1.532 (1.541)] +2024-10-21 10:07:16,826 - Train: 96.23% [1203800/1251000] [962.3/1000.0] [batch_t 0.359 (0.448)] [data_t 0.015] [optim_t 0.344] [lr 0.000040] [CE 3.790 (3.663)] [KD 1.487 (1.495)] +2024-10-21 10:07:38,934 - Train: 96.23% [1203850/1251000] [962.3/1000.0] [batch_t 0.430 (0.442)] [data_t 0.015] [optim_t 0.415] [lr 0.000040] [CE 4.149 (3.746)] [KD 1.742 (1.506)] +2024-10-21 10:08:01,336 - Train: 96.24% [1203900/1251000] [962.4/1000.0] [batch_t 0.399 (0.448)] [data_t 0.016] [optim_t 0.384] [lr 0.000040] [CE 3.822 (3.750)] [KD 1.573 (1.534)] +2024-10-21 10:08:24,209 - Train: 96.24% [1203950/1251000] [962.4/1000.0] [batch_t 0.377 (0.457)] [data_t 0.015] [optim_t 0.362] [lr 0.000040] [CE 3.829 (3.693)] [KD 1.626 (1.487)] +2024-10-21 10:08:45,907 - Train: 96.24% [1204000/1251000] [962.4/1000.0] [batch_t 0.466 (0.434)] [data_t 0.016] [optim_t 0.450] [lr 0.000040] [CE 3.901 (3.694)] [KD 1.575 (1.476)] +2024-10-21 10:09:07,023 - Train: 96.25% [1204050/1251000] [962.5/1000.0] [batch_t 0.406 (0.422)] [data_t 0.015] [optim_t 0.390] [lr 0.000040] [CE 3.752 (3.750)] [KD 1.568 (1.519)] +2024-10-21 10:09:28,113 - Train: 96.25% [1204100/1251000] [962.5/1000.0] [batch_t 0.375 (0.422)] [data_t 0.015] [optim_t 0.360] [lr 0.000040] [CE 3.611 (3.688)] [KD 1.336 (1.487)] +2024-10-21 10:09:51,146 - Train: 96.25% [1204150/1251000] [962.5/1000.0] [batch_t 0.503 (0.461)] [data_t 0.015] [optim_t 0.488] [lr 0.000040] [CE 3.751 (3.699)] [KD 1.509 (1.493)] +2024-10-21 10:10:13,007 - Train: 96.26% [1204200/1251000] [962.6/1000.0] [batch_t 0.388 (0.437)] [data_t 0.015] [optim_t 0.373] [lr 0.000040] [CE 3.518 (3.655)] [KD 1.520 (1.468)] +2024-10-21 10:10:34,905 - Train: 96.26% [1204250/1251000] [962.6/1000.0] [batch_t 0.474 (0.438)] [data_t 0.015] [optim_t 0.459] [lr 0.000040] [CE 4.132 (3.788)] [KD 1.677 (1.542)] +2024-10-21 10:10:56,425 - Train: 96.27% [1204300/1251000] [962.7/1000.0] [batch_t 0.391 (0.430)] [data_t 0.015] [optim_t 0.376] [lr 0.000040] [CE 3.611 (3.659)] [KD 1.455 (1.478)] +2024-10-21 10:11:18,169 - Train: 96.27% [1204350/1251000] [962.7/1000.0] [batch_t 0.381 (0.435)] [data_t 0.015] [optim_t 0.366] [lr 0.000040] [CE 4.019 (3.749)] [KD 1.706 (1.517)] +2024-10-21 10:11:40,526 - Train: 96.27% [1204400/1251000] [962.7/1000.0] [batch_t 0.476 (0.447)] [data_t 0.016] [optim_t 0.460] [lr 0.000040] [CE 3.140 (3.631)] [KD 1.280 (1.450)] +2024-10-21 10:12:03,972 - Train: 96.28% [1204450/1251000] [962.8/1000.0] [batch_t 0.554 (0.469)] [data_t 0.016] [optim_t 0.538] [lr 0.000040] [CE 3.639 (3.759)] [KD 1.423 (1.513)] +2024-10-21 10:12:25,966 - Train: 96.28% [1204500/1251000] [962.8/1000.0] [batch_t 0.442 (0.440)] [data_t 0.015] [optim_t 0.426] [lr 0.000040] [CE 3.697 (3.677)] [KD 1.604 (1.477)] +2024-10-21 10:12:49,496 - Train: 96.29% [1204550/1251000] [962.9/1000.0] [batch_t 0.459 (0.471)] [data_t 0.015] [optim_t 0.444] [lr 0.000040] [CE 4.109 (3.753)] [KD 1.627 (1.517)] +2024-10-21 10:13:11,302 - Train: 96.29% [1204600/1251000] [962.9/1000.0] [batch_t 0.426 (0.436)] [data_t 0.015] [optim_t 0.411] [lr 0.000040] [CE 3.935 (3.692)] [KD 1.589 (1.499)] +2024-10-21 10:13:33,367 - Train: 96.29% [1204650/1251000] [962.9/1000.0] [batch_t 0.362 (0.441)] [data_t 0.016] [optim_t 0.346] [lr 0.000040] [CE 4.143 (3.721)] [KD 1.585 (1.489)] +2024-10-21 10:13:55,243 - Train: 96.30% [1204700/1251000] [963.0/1000.0] [batch_t 0.497 (0.437)] [data_t 0.015] [optim_t 0.482] [lr 0.000040] [CE 3.631 (3.710)] [KD 1.496 (1.498)] +2024-10-21 10:14:23,995 - Test (net): 100.00% [50/50] [batch_t 0.199 (0.476)] [top1_cnt 41662] [top5_cnt 48285] [top_all 50000] +2024-10-21 10:14:23,996 - net: 83.324 (96.570) +2024-10-21 10:14:45,876 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.430)] [top1_cnt 41763] [top5_cnt 48301] [top_all 50000] +2024-10-21 10:14:45,876 - net_E: 83.526 (96.602) +2024-10-21 10:14:46,026 - Max [top1: 83.398 (epoch: 960)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 10:14:46,027 - ==> Total time: 6 days, 10:32:54 Eta: 5:56:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 10:15:06,633 - Train: 96.30% [1204750/1251000] [963.0/1000.0] [batch_t 0.363 (0.512)] [data_t 0.016] [optim_t 0.348] [lr 0.000040] [CE 3.702 (3.599)] [KD 1.561 (1.447)] +2024-10-21 10:15:30,545 - Train: 96.31% [1204800/1251000] [963.1/1000.0] [batch_t 0.466 (0.478)] [data_t 0.016] [optim_t 0.450] [lr 0.000040] [CE 3.720 (3.671)] [KD 1.468 (1.495)] +2024-10-21 10:15:53,190 - Train: 96.31% [1204850/1251000] [963.1/1000.0] [batch_t 0.492 (0.453)] [data_t 0.016] [optim_t 0.477] [lr 0.000040] [CE 3.695 (3.686)] [KD 1.580 (1.482)] +2024-10-21 10:16:15,371 - Train: 96.31% [1204900/1251000] [963.1/1000.0] [batch_t 0.430 (0.443)] [data_t 0.015] [optim_t 0.415] [lr 0.000040] [CE 3.782 (3.702)] [KD 1.575 (1.504)] +2024-10-21 10:16:38,257 - Train: 96.32% [1204950/1251000] [963.2/1000.0] [batch_t 0.453 (0.458)] [data_t 0.015] [optim_t 0.438] [lr 0.000040] [CE 3.842 (3.658)] [KD 1.707 (1.467)] +2024-10-21 10:16:59,889 - Train: 96.32% [1205000/1251000] [963.2/1000.0] [batch_t 0.436 (0.433)] [data_t 0.016] [optim_t 0.420] [lr 0.000040] [CE 4.447 (3.781)] [KD 1.715 (1.528)] +2024-10-21 10:17:21,799 - Train: 96.33% [1205050/1251000] [963.3/1000.0] [batch_t 0.487 (0.438)] [data_t 0.015] [optim_t 0.471] [lr 0.000040] [CE 3.987 (3.719)] [KD 1.648 (1.506)] +2024-10-21 10:17:43,775 - Train: 96.33% [1205100/1251000] [963.3/1000.0] [batch_t 0.481 (0.439)] [data_t 0.015] [optim_t 0.466] [lr 0.000040] [CE 4.134 (3.661)] [KD 1.664 (1.470)] +2024-10-21 10:18:06,859 - Train: 96.33% [1205150/1251000] [963.3/1000.0] [batch_t 0.362 (0.462)] [data_t 0.015] [optim_t 0.346] [lr 0.000040] [CE 3.010 (3.618)] [KD 1.139 (1.457)] +2024-10-21 10:18:28,979 - Train: 96.34% [1205200/1251000] [963.4/1000.0] [batch_t 0.376 (0.442)] [data_t 0.015] [optim_t 0.361] [lr 0.000040] [CE 3.396 (3.671)] [KD 1.377 (1.482)] +2024-10-21 10:18:50,759 - Train: 96.34% [1205250/1251000] [963.4/1000.0] [batch_t 0.449 (0.435)] [data_t 0.015] [optim_t 0.434] [lr 0.000040] [CE 3.543 (3.661)] [KD 1.413 (1.457)] +2024-10-21 10:19:13,257 - Train: 96.35% [1205300/1251000] [963.5/1000.0] [batch_t 0.504 (0.450)] [data_t 0.016] [optim_t 0.488] [lr 0.000040] [CE 4.134 (3.768)] [KD 1.724 (1.520)] +2024-10-21 10:19:35,118 - Train: 96.35% [1205350/1251000] [963.5/1000.0] [batch_t 0.470 (0.437)] [data_t 0.015] [optim_t 0.454] [lr 0.000040] [CE 3.214 (3.712)] [KD 1.269 (1.503)] +2024-10-21 10:19:57,168 - Train: 96.35% [1205400/1251000] [963.5/1000.0] [batch_t 0.411 (0.441)] [data_t 0.016] [optim_t 0.396] [lr 0.000040] [CE 3.460 (3.697)] [KD 1.519 (1.488)] +2024-10-21 10:20:20,161 - Train: 96.36% [1205450/1251000] [963.6/1000.0] [batch_t 0.524 (0.460)] [data_t 0.015] [optim_t 0.508] [lr 0.000040] [CE 3.539 (3.721)] [KD 1.340 (1.503)] +2024-10-21 10:20:42,145 - Train: 96.36% [1205500/1251000] [963.6/1000.0] [batch_t 0.893 (0.440)] [data_t 0.015] [optim_t 0.877] [lr 0.000040] [CE 3.724 (3.671)] [KD 1.478 (1.472)] +2024-10-21 10:21:03,241 - Train: 96.37% [1205550/1251000] [963.7/1000.0] [batch_t 0.501 (0.422)] [data_t 0.015] [optim_t 0.485] [lr 0.000040] [CE 4.003 (3.814)] [KD 1.676 (1.532)] +2024-10-21 10:21:24,647 - Train: 96.37% [1205600/1251000] [963.7/1000.0] [batch_t 0.450 (0.428)] [data_t 0.015] [optim_t 0.435] [lr 0.000040] [CE 3.968 (3.741)] [KD 1.723 (1.515)] +2024-10-21 10:21:46,312 - Train: 96.37% [1205650/1251000] [963.7/1000.0] [batch_t 0.391 (0.433)] [data_t 0.016] [optim_t 0.375] [lr 0.000040] [CE 3.849 (3.662)] [KD 1.678 (1.494)] +2024-10-21 10:22:07,869 - Train: 96.38% [1205700/1251000] [963.8/1000.0] [batch_t 0.511 (0.431)] [data_t 0.015] [optim_t 0.495] [lr 0.000040] [CE 4.040 (3.639)] [KD 1.688 (1.470)] +2024-10-21 10:22:29,578 - Train: 96.38% [1205750/1251000] [963.8/1000.0] [batch_t 0.445 (0.434)] [data_t 0.016] [optim_t 0.430] [lr 0.000040] [CE 3.839 (3.643)] [KD 1.541 (1.461)] +2024-10-21 10:22:51,210 - Train: 96.39% [1205800/1251000] [963.9/1000.0] [batch_t 0.492 (0.433)] [data_t 0.015] [optim_t 0.477] [lr 0.000040] [CE 3.456 (3.694)] [KD 1.329 (1.486)] +2024-10-21 10:23:12,462 - Train: 96.39% [1205850/1251000] [963.9/1000.0] [batch_t 0.377 (0.425)] [data_t 0.015] [optim_t 0.361] [lr 0.000040] [CE 3.741 (3.701)] [KD 1.540 (1.492)] +2024-10-21 10:23:33,996 - Train: 96.39% [1205900/1251000] [963.9/1000.0] [batch_t 0.449 (0.431)] [data_t 0.015] [optim_t 0.434] [lr 0.000040] [CE 3.560 (3.706)] [KD 1.506 (1.495)] +2024-10-21 10:23:55,502 - Train: 96.40% [1205950/1251000] [964.0/1000.0] [batch_t 0.443 (0.430)] [data_t 0.015] [optim_t 0.428] [lr 0.000039] [CE 3.912 (3.688)] [KD 1.557 (1.468)] +2024-10-21 10:24:22,328 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41637] [top5_cnt 48271] [top_all 50000] +2024-10-21 10:24:22,328 - net: 83.274 (96.542) +2024-10-21 10:24:44,497 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.436)] [top1_cnt 41770] [top5_cnt 48310] [top_all 50000] +2024-10-21 10:24:44,497 - net_E: 83.540 (96.620) +2024-10-21 10:24:44,659 - Max [top1: 83.398 (epoch: 960)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 10:24:44,659 - ==> Total time: 6 days, 10:42:53 Eta: 5:46:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 10:25:04,265 - Train: 96.40% [1206000/1251000] [964.0/1000.0] [batch_t 0.361 (0.503)] [data_t 0.016] [optim_t 0.345] [lr 0.000039] [CE 3.812 (3.702)] [KD 1.519 (1.498)] +2024-10-21 10:25:26,875 - Train: 96.41% [1206050/1251000] [964.1/1000.0] [batch_t 0.472 (0.452)] [data_t 0.015] [optim_t 0.457] [lr 0.000039] [CE 3.113 (3.710)] [KD 1.161 (1.504)] +2024-10-21 10:25:49,521 - Train: 96.41% [1206100/1251000] [964.1/1000.0] [batch_t 0.508 (0.453)] [data_t 0.015] [optim_t 0.493] [lr 0.000039] [CE 3.941 (3.685)] [KD 1.738 (1.476)] +2024-10-21 10:26:10,303 - Train: 96.41% [1206150/1251000] [964.1/1000.0] [batch_t 0.403 (0.416)] [data_t 0.016] [optim_t 0.388] [lr 0.000039] [CE 3.784 (3.720)] [KD 1.574 (1.490)] +2024-10-21 10:26:31,127 - Train: 96.42% [1206200/1251000] [964.2/1000.0] [batch_t 0.405 (0.416)] [data_t 0.064] [optim_t 0.341] [lr 0.000039] [CE 3.740 (3.701)] [KD 1.541 (1.493)] +2024-10-21 10:26:53,193 - Train: 96.42% [1206250/1251000] [964.2/1000.0] [batch_t 0.472 (0.441)] [data_t 0.127] [optim_t 0.346] [lr 0.000039] [CE 3.442 (3.730)] [KD 1.422 (1.515)] +2024-10-21 10:27:15,169 - Train: 96.43% [1206300/1251000] [964.3/1000.0] [batch_t 0.375 (0.439)] [data_t 0.030] [optim_t 0.344] [lr 0.000039] [CE 3.915 (3.605)] [KD 1.688 (1.463)] +2024-10-21 10:27:35,969 - Train: 96.43% [1206350/1251000] [964.3/1000.0] [batch_t 0.432 (0.416)] [data_t 0.087] [optim_t 0.345] [lr 0.000039] [CE 3.749 (3.715)] [KD 1.466 (1.507)] +2024-10-21 10:27:57,798 - Train: 96.43% [1206400/1251000] [964.3/1000.0] [batch_t 0.441 (0.436)] [data_t 0.096] [optim_t 0.345] [lr 0.000039] [CE 3.869 (3.687)] [KD 1.703 (1.488)] +2024-10-21 10:28:19,043 - Train: 96.44% [1206450/1251000] [964.4/1000.0] [batch_t 0.479 (0.425)] [data_t 0.135] [optim_t 0.345] [lr 0.000039] [CE 3.520 (3.670)] [KD 1.341 (1.469)] +2024-10-21 10:28:40,552 - Train: 96.44% [1206500/1251000] [964.4/1000.0] [batch_t 0.469 (0.430)] [data_t 0.126] [optim_t 0.343] [lr 0.000039] [CE 3.631 (3.650)] [KD 1.478 (1.481)] +2024-10-21 10:29:01,963 - Train: 96.45% [1206550/1251000] [964.5/1000.0] [batch_t 0.431 (0.428)] [data_t 0.088] [optim_t 0.344] [lr 0.000039] [CE 3.736 (3.750)] [KD 1.671 (1.522)] +2024-10-21 10:29:23,688 - Train: 96.45% [1206600/1251000] [964.5/1000.0] [batch_t 0.364 (0.434)] [data_t 0.015] [optim_t 0.348] [lr 0.000039] [CE 3.427 (3.682)] [KD 1.370 (1.478)] +2024-10-21 10:29:45,574 - Train: 96.45% [1206650/1251000] [964.5/1000.0] [batch_t 0.484 (0.438)] [data_t 0.138] [optim_t 0.346] [lr 0.000039] [CE 4.033 (3.703)] [KD 1.610 (1.488)] +2024-10-21 10:30:07,756 - Train: 96.46% [1206700/1251000] [964.6/1000.0] [batch_t 0.358 (0.443)] [data_t 0.015] [optim_t 0.343] [lr 0.000039] [CE 3.822 (3.707)] [KD 1.565 (1.492)] +2024-10-21 10:30:29,476 - Train: 96.46% [1206750/1251000] [964.6/1000.0] [batch_t 0.417 (0.434)] [data_t 0.073] [optim_t 0.345] [lr 0.000039] [CE 3.484 (3.650)] [KD 1.257 (1.468)] +2024-10-21 10:30:51,308 - Train: 96.47% [1206800/1251000] [964.7/1000.0] [batch_t 0.392 (0.437)] [data_t 0.015] [optim_t 0.376] [lr 0.000039] [CE 3.409 (3.719)] [KD 1.318 (1.496)] +2024-10-21 10:31:12,069 - Train: 96.47% [1206850/1251000] [964.7/1000.0] [batch_t 0.484 (0.415)] [data_t 0.025] [optim_t 0.459] [lr 0.000039] [CE 3.555 (3.624)] [KD 1.564 (1.446)] +2024-10-21 10:31:34,158 - Train: 96.47% [1206900/1251000] [964.7/1000.0] [batch_t 0.580 (0.442)] [data_t 0.016] [optim_t 0.565] [lr 0.000039] [CE 3.628 (3.657)] [KD 1.521 (1.471)] +2024-10-21 10:31:55,650 - Train: 96.48% [1206950/1251000] [964.8/1000.0] [batch_t 0.380 (0.430)] [data_t 0.015] [optim_t 0.365] [lr 0.000039] [CE 3.650 (3.663)] [KD 1.526 (1.482)] +2024-10-21 10:32:17,659 - Train: 96.48% [1207000/1251000] [964.8/1000.0] [batch_t 0.460 (0.440)] [data_t 0.015] [optim_t 0.444] [lr 0.000039] [CE 4.119 (3.680)] [KD 1.692 (1.480)] +2024-10-21 10:32:38,945 - Train: 96.49% [1207050/1251000] [964.9/1000.0] [batch_t 0.390 (0.426)] [data_t 0.015] [optim_t 0.375] [lr 0.000039] [CE 3.580 (3.675)] [KD 1.357 (1.489)] +2024-10-21 10:33:00,678 - Train: 96.49% [1207100/1251000] [964.9/1000.0] [batch_t 0.411 (0.435)] [data_t 0.015] [optim_t 0.395] [lr 0.000039] [CE 3.233 (3.688)] [KD 1.233 (1.467)] +2024-10-21 10:33:22,863 - Train: 96.49% [1207150/1251000] [964.9/1000.0] [batch_t 0.454 (0.444)] [data_t 0.015] [optim_t 0.439] [lr 0.000039] [CE 3.302 (3.688)] [KD 1.321 (1.498)] +2024-10-21 10:33:45,005 - Train: 96.50% [1207200/1251000] [965.0/1000.0] [batch_t 0.489 (0.443)] [data_t 0.145] [optim_t 0.344] [lr 0.000039] [CE 3.852 (3.663)] [KD 1.574 (1.462)] +2024-10-21 10:34:11,945 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41652] [top5_cnt 48293] [top_all 50000] +2024-10-21 10:34:11,946 - net: 83.304 (96.586) +2024-10-21 10:34:33,606 - Test (net_E): 100.00% [50/50] [batch_t 0.136 (0.427)] [top1_cnt 41775] [top5_cnt 48314] [top_all 50000] +2024-10-21 10:34:33,607 - net_E: 83.550 (96.628) +2024-10-21 10:34:33,782 - Max [top1: 83.398 (epoch: 960)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 10:34:33,782 - ==> Total time: 6 days, 10:52:42 Eta: 5:37:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 10:34:52,990 - Train: 96.50% [1207250/1251000] [965.0/1000.0] [batch_t 0.360 (0.504)] [data_t 0.015] [optim_t 0.345] [lr 0.000039] [CE 3.393 (3.611)] [KD 1.287 (1.470)] +2024-10-21 10:35:15,602 - Train: 96.51% [1207300/1251000] [965.1/1000.0] [batch_t 0.361 (0.452)] [data_t 0.015] [optim_t 0.345] [lr 0.000039] [CE 4.032 (3.627)] [KD 1.567 (1.454)] +2024-10-21 10:35:37,519 - Train: 96.51% [1207350/1251000] [965.1/1000.0] [batch_t 0.446 (0.438)] [data_t 0.015] [optim_t 0.431] [lr 0.000039] [CE 3.476 (3.665)] [KD 1.277 (1.459)] +2024-10-21 10:35:59,684 - Train: 96.51% [1207400/1251000] [965.1/1000.0] [batch_t 0.360 (0.443)] [data_t 0.015] [optim_t 0.344] [lr 0.000039] [CE 3.749 (3.685)] [KD 1.338 (1.482)] +2024-10-21 10:36:21,741 - Train: 96.52% [1207450/1251000] [965.2/1000.0] [batch_t 0.449 (0.441)] [data_t 0.015] [optim_t 0.433] [lr 0.000039] [CE 3.805 (3.720)] [KD 1.559 (1.507)] +2024-10-21 10:36:43,949 - Train: 96.52% [1207500/1251000] [965.2/1000.0] [batch_t 0.501 (0.444)] [data_t 0.015] [optim_t 0.486] [lr 0.000039] [CE 3.897 (3.702)] [KD 1.599 (1.496)] +2024-10-21 10:37:05,938 - Train: 96.53% [1207550/1251000] [965.3/1000.0] [batch_t 0.361 (0.440)] [data_t 0.015] [optim_t 0.346] [lr 0.000039] [CE 3.722 (3.688)] [KD 1.500 (1.503)] +2024-10-21 10:37:27,073 - Train: 96.53% [1207600/1251000] [965.3/1000.0] [batch_t 0.384 (0.423)] [data_t 0.016] [optim_t 0.368] [lr 0.000039] [CE 3.987 (3.690)] [KD 1.603 (1.467)] +2024-10-21 10:37:49,293 - Train: 96.53% [1207650/1251000] [965.3/1000.0] [batch_t 0.484 (0.444)] [data_t 0.015] [optim_t 0.468] [lr 0.000039] [CE 3.420 (3.717)] [KD 1.396 (1.500)] +2024-10-21 10:38:11,139 - Train: 96.54% [1207700/1251000] [965.4/1000.0] [batch_t 0.397 (0.437)] [data_t 0.015] [optim_t 0.381] [lr 0.000039] [CE 3.540 (3.687)] [KD 1.382 (1.476)] +2024-10-21 10:38:33,657 - Train: 96.54% [1207750/1251000] [965.4/1000.0] [batch_t 0.505 (0.450)] [data_t 0.015] [optim_t 0.490] [lr 0.000039] [CE 3.477 (3.675)] [KD 1.369 (1.465)] +2024-10-21 10:38:56,251 - Train: 96.55% [1207800/1251000] [965.5/1000.0] [batch_t 0.358 (0.452)] [data_t 0.015] [optim_t 0.343] [lr 0.000039] [CE 3.634 (3.706)] [KD 1.486 (1.498)] +2024-10-21 10:39:18,650 - Train: 96.55% [1207850/1251000] [965.5/1000.0] [batch_t 0.910 (0.448)] [data_t 0.015] [optim_t 0.894] [lr 0.000039] [CE 3.822 (3.707)] [KD 1.555 (1.483)] +2024-10-21 10:39:40,460 - Train: 96.55% [1207900/1251000] [965.5/1000.0] [batch_t 0.391 (0.436)] [data_t 0.015] [optim_t 0.376] [lr 0.000039] [CE 3.792 (3.667)] [KD 1.653 (1.474)] +2024-10-21 10:40:01,801 - Train: 96.56% [1207950/1251000] [965.6/1000.0] [batch_t 0.410 (0.427)] [data_t 0.015] [optim_t 0.395] [lr 0.000039] [CE 3.725 (3.670)] [KD 1.530 (1.468)] +2024-10-21 10:40:23,129 - Train: 96.56% [1208000/1251000] [965.6/1000.0] [batch_t 0.419 (0.426)] [data_t 0.016] [optim_t 0.404] [lr 0.000039] [CE 3.754 (3.671)] [KD 1.462 (1.470)] +2024-10-21 10:40:44,585 - Train: 96.57% [1208050/1251000] [965.7/1000.0] [batch_t 0.366 (0.429)] [data_t 0.015] [optim_t 0.351] [lr 0.000039] [CE 4.296 (3.750)] [KD 1.691 (1.517)] +2024-10-21 10:41:05,987 - Train: 96.57% [1208100/1251000] [965.7/1000.0] [batch_t 0.379 (0.428)] [data_t 0.015] [optim_t 0.363] [lr 0.000039] [CE 3.469 (3.762)] [KD 1.403 (1.525)] +2024-10-21 10:41:27,554 - Train: 96.57% [1208150/1251000] [965.7/1000.0] [batch_t 0.462 (0.431)] [data_t 0.015] [optim_t 0.446] [lr 0.000039] [CE 3.595 (3.679)] [KD 1.352 (1.477)] +2024-10-21 10:41:49,294 - Train: 96.58% [1208200/1251000] [965.8/1000.0] [batch_t 0.395 (0.435)] [data_t 0.015] [optim_t 0.380] [lr 0.000039] [CE 3.215 (3.690)] [KD 1.245 (1.474)] +2024-10-21 10:42:10,928 - Train: 96.58% [1208250/1251000] [965.8/1000.0] [batch_t 0.432 (0.433)] [data_t 0.015] [optim_t 0.417] [lr 0.000039] [CE 3.566 (3.694)] [KD 1.584 (1.490)] +2024-10-21 10:42:32,892 - Train: 96.59% [1208300/1251000] [965.9/1000.0] [batch_t 0.359 (0.439)] [data_t 0.015] [optim_t 0.343] [lr 0.000039] [CE 3.839 (3.693)] [KD 1.589 (1.477)] +2024-10-21 10:42:54,561 - Train: 96.59% [1208350/1251000] [965.9/1000.0] [batch_t 0.445 (0.433)] [data_t 0.015] [optim_t 0.430] [lr 0.000039] [CE 3.220 (3.657)] [KD 1.333 (1.475)] +2024-10-21 10:43:16,203 - Train: 96.59% [1208400/1251000] [965.9/1000.0] [batch_t 0.362 (0.433)] [data_t 0.015] [optim_t 0.347] [lr 0.000038] [CE 3.663 (3.687)] [KD 1.509 (1.483)] +2024-10-21 10:43:37,651 - Train: 96.60% [1208450/1251000] [966.0/1000.0] [batch_t 0.371 (0.429)] [data_t 0.015] [optim_t 0.356] [lr 0.000038] [CE 3.516 (3.680)] [KD 1.249 (1.488)] +2024-10-21 10:44:05,797 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.443)] [top1_cnt 41677] [top5_cnt 48286] [top_all 50000] +2024-10-21 10:44:05,797 - net: 83.354 (96.572) +2024-10-21 10:44:27,278 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41762] [top5_cnt 48321] [top_all 50000] +2024-10-21 10:44:27,279 - net_E: 83.524 (96.642) +2024-10-21 10:44:27,435 - Max [top1: 83.398 (epoch: 960)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 10:44:27,435 - ==> Total time: 6 days, 11:02:36 Eta: 5:27:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 10:44:46,887 - Train: 96.60% [1208500/1251000] [966.0/1000.0] [batch_t 0.367 (0.528)] [data_t 0.016] [optim_t 0.351] [lr 0.000038] [CE 3.912 (3.704)] [KD 1.584 (1.494)] +2024-10-21 10:45:07,604 - Train: 96.61% [1208550/1251000] [966.1/1000.0] [batch_t 0.361 (0.414)] [data_t 0.015] [optim_t 0.346] [lr 0.000038] [CE 3.915 (3.688)] [KD 1.581 (1.476)] +2024-10-21 10:45:29,403 - Train: 96.61% [1208600/1251000] [966.1/1000.0] [batch_t 0.501 (0.436)] [data_t 0.015] [optim_t 0.486] [lr 0.000038] [CE 3.282 (3.700)] [KD 1.299 (1.487)] +2024-10-21 10:45:50,745 - Train: 96.61% [1208650/1251000] [966.1/1000.0] [batch_t 0.512 (0.427)] [data_t 0.015] [optim_t 0.497] [lr 0.000038] [CE 3.850 (3.733)] [KD 1.697 (1.501)] +2024-10-21 10:46:13,036 - Train: 96.62% [1208700/1251000] [966.2/1000.0] [batch_t 0.851 (0.446)] [data_t 0.015] [optim_t 0.835] [lr 0.000038] [CE 3.305 (3.670)] [KD 1.345 (1.475)] +2024-10-21 10:46:34,037 - Train: 96.62% [1208750/1251000] [966.2/1000.0] [batch_t 0.510 (0.420)] [data_t 0.015] [optim_t 0.494] [lr 0.000038] [CE 3.511 (3.681)] [KD 1.365 (1.489)] +2024-10-21 10:46:55,997 - Train: 96.63% [1208800/1251000] [966.3/1000.0] [batch_t 0.489 (0.439)] [data_t 0.015] [optim_t 0.474] [lr 0.000038] [CE 3.997 (3.716)] [KD 1.610 (1.495)] +2024-10-21 10:47:18,046 - Train: 96.63% [1208850/1251000] [966.3/1000.0] [batch_t 0.470 (0.441)] [data_t 0.015] [optim_t 0.455] [lr 0.000038] [CE 3.958 (3.693)] [KD 1.580 (1.489)] +2024-10-21 10:47:39,518 - Train: 96.63% [1208900/1251000] [966.3/1000.0] [batch_t 0.419 (0.429)] [data_t 0.015] [optim_t 0.404] [lr 0.000038] [CE 3.853 (3.717)] [KD 1.588 (1.489)] +2024-10-21 10:48:00,834 - Train: 96.64% [1208950/1251000] [966.4/1000.0] [batch_t 0.433 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.000038] [CE 3.583 (3.664)] [KD 1.458 (1.471)] +2024-10-21 10:48:23,374 - Train: 96.64% [1209000/1251000] [966.4/1000.0] [batch_t 0.365 (0.451)] [data_t 0.015] [optim_t 0.350] [lr 0.000038] [CE 4.022 (3.651)] [KD 1.776 (1.477)] +2024-10-21 10:48:44,745 - Train: 96.65% [1209050/1251000] [966.5/1000.0] [batch_t 0.537 (0.427)] [data_t 0.015] [optim_t 0.521] [lr 0.000038] [CE 3.564 (3.664)] [KD 1.431 (1.474)] +2024-10-21 10:49:07,089 - Train: 96.65% [1209100/1251000] [966.5/1000.0] [batch_t 0.448 (0.447)] [data_t 0.015] [optim_t 0.433] [lr 0.000038] [CE 4.009 (3.720)] [KD 1.697 (1.500)] +2024-10-21 10:49:28,775 - Train: 96.65% [1209150/1251000] [966.5/1000.0] [batch_t 0.410 (0.434)] [data_t 0.015] [optim_t 0.394] [lr 0.000038] [CE 3.948 (3.716)] [KD 1.547 (1.498)] +2024-10-21 10:49:50,428 - Train: 96.66% [1209200/1251000] [966.6/1000.0] [batch_t 0.485 (0.433)] [data_t 0.015] [optim_t 0.470] [lr 0.000038] [CE 4.069 (3.739)] [KD 1.586 (1.492)] +2024-10-21 10:50:12,089 - Train: 96.66% [1209250/1251000] [966.6/1000.0] [batch_t 0.513 (0.433)] [data_t 0.016] [optim_t 0.497] [lr 0.000038] [CE 3.847 (3.766)] [KD 1.481 (1.514)] +2024-10-21 10:50:33,930 - Train: 96.67% [1209300/1251000] [966.7/1000.0] [batch_t 0.364 (0.437)] [data_t 0.015] [optim_t 0.349] [lr 0.000038] [CE 3.960 (3.726)] [KD 1.660 (1.496)] +2024-10-21 10:50:56,140 - Train: 96.67% [1209350/1251000] [966.7/1000.0] [batch_t 0.620 (0.444)] [data_t 0.016] [optim_t 0.604] [lr 0.000038] [CE 3.831 (3.672)] [KD 1.411 (1.462)] +2024-10-21 10:51:18,650 - Train: 96.67% [1209400/1251000] [966.7/1000.0] [batch_t 0.476 (0.450)] [data_t 0.015] [optim_t 0.460] [lr 0.000038] [CE 3.412 (3.679)] [KD 1.374 (1.485)] +2024-10-21 10:51:40,260 - Train: 96.68% [1209450/1251000] [966.8/1000.0] [batch_t 0.451 (0.432)] [data_t 0.015] [optim_t 0.436] [lr 0.000038] [CE 3.620 (3.678)] [KD 1.428 (1.463)] +2024-10-21 10:52:02,623 - Train: 96.68% [1209500/1251000] [966.8/1000.0] [batch_t 0.461 (0.447)] [data_t 0.015] [optim_t 0.446] [lr 0.000038] [CE 3.947 (3.734)] [KD 1.641 (1.518)] +2024-10-21 10:52:24,910 - Train: 96.69% [1209550/1251000] [966.9/1000.0] [batch_t 0.461 (0.446)] [data_t 0.015] [optim_t 0.445] [lr 0.000038] [CE 3.645 (3.714)] [KD 1.465 (1.482)] +2024-10-21 10:52:45,845 - Train: 96.69% [1209600/1251000] [966.9/1000.0] [batch_t 0.422 (0.419)] [data_t 0.015] [optim_t 0.407] [lr 0.000038] [CE 3.287 (3.642)] [KD 1.261 (1.468)] +2024-10-21 10:53:06,931 - Train: 96.69% [1209650/1251000] [966.9/1000.0] [batch_t 0.476 (0.422)] [data_t 0.015] [optim_t 0.461] [lr 0.000038] [CE 3.386 (3.723)] [KD 1.398 (1.511)] +2024-10-21 10:53:28,884 - Train: 96.70% [1209700/1251000] [967.0/1000.0] [batch_t 0.530 (0.439)] [data_t 0.015] [optim_t 0.514] [lr 0.000038] [CE 3.609 (3.693)] [KD 1.430 (1.472)] +2024-10-21 10:53:58,639 - Test (net): 100.00% [50/50] [batch_t 0.142 (0.462)] [top1_cnt 41732] [top5_cnt 48282] [top_all 50000] +2024-10-21 10:53:58,639 - net: 83.464 (96.564) +2024-10-21 10:54:21,375 - Test (net_E): 100.00% [50/50] [batch_t 0.158 (0.447)] [top1_cnt 41760] [top5_cnt 48323] [top_all 50000] +2024-10-21 10:54:21,376 - net_E: 83.520 (96.646) +2024-10-21 10:54:21,543 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 10:54:21,543 - ==> Total time: 6 days, 11:12:30 Eta: 5:17:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 10:54:42,140 - Train: 96.70% [1209750/1251000] [967.0/1000.0] [batch_t 0.360 (0.498)] [data_t 0.015] [optim_t 0.345] [lr 0.000038] [CE 3.287 (3.663)] [KD 1.219 (1.474)] +2024-10-21 10:55:03,258 - Train: 96.71% [1209800/1251000] [967.1/1000.0] [batch_t 0.451 (0.422)] [data_t 0.016] [optim_t 0.436] [lr 0.000038] [CE 3.400 (3.660)] [KD 1.383 (1.472)] +2024-10-21 10:55:24,279 - Train: 96.71% [1209850/1251000] [967.1/1000.0] [batch_t 0.425 (0.420)] [data_t 0.015] [optim_t 0.409] [lr 0.000038] [CE 3.948 (3.694)] [KD 1.583 (1.496)] +2024-10-21 10:55:45,313 - Train: 96.71% [1209900/1251000] [967.1/1000.0] [batch_t 0.434 (0.421)] [data_t 0.015] [optim_t 0.418] [lr 0.000038] [CE 3.678 (3.677)] [KD 1.458 (1.459)] +2024-10-21 10:56:06,333 - Train: 96.72% [1209950/1251000] [967.2/1000.0] [batch_t 0.376 (0.420)] [data_t 0.015] [optim_t 0.361] [lr 0.000038] [CE 3.529 (3.694)] [KD 1.346 (1.483)] +2024-10-21 10:56:27,388 - Train: 96.72% [1210000/1251000] [967.2/1000.0] [batch_t 0.362 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.000038] [CE 3.620 (3.638)] [KD 1.433 (1.445)] +2024-10-21 10:56:50,446 - Train: 96.73% [1210050/1251000] [967.3/1000.0] [batch_t 0.382 (0.461)] [data_t 0.015] [optim_t 0.367] [lr 0.000038] [CE 3.747 (3.642)] [KD 1.516 (1.451)] +2024-10-21 10:57:12,320 - Train: 96.73% [1210100/1251000] [967.3/1000.0] [batch_t 0.448 (0.437)] [data_t 0.015] [optim_t 0.433] [lr 0.000038] [CE 3.659 (3.674)] [KD 1.461 (1.476)] +2024-10-21 10:57:34,479 - Train: 96.73% [1210150/1251000] [967.3/1000.0] [batch_t 0.400 (0.443)] [data_t 0.015] [optim_t 0.384] [lr 0.000038] [CE 3.671 (3.724)] [KD 1.511 (1.492)] +2024-10-21 10:57:55,270 - Train: 96.74% [1210200/1251000] [967.4/1000.0] [batch_t 0.360 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.000038] [CE 3.744 (3.687)] [KD 1.551 (1.478)] +2024-10-21 10:58:16,149 - Train: 96.74% [1210250/1251000] [967.4/1000.0] [batch_t 0.391 (0.417)] [data_t 0.015] [optim_t 0.375] [lr 0.000038] [CE 3.773 (3.694)] [KD 1.488 (1.478)] +2024-10-21 10:58:38,106 - Train: 96.75% [1210300/1251000] [967.5/1000.0] [batch_t 0.472 (0.439)] [data_t 0.015] [optim_t 0.457] [lr 0.000038] [CE 3.522 (3.672)] [KD 1.355 (1.475)] +2024-10-21 10:59:00,579 - Train: 96.75% [1210350/1251000] [967.5/1000.0] [batch_t 0.389 (0.449)] [data_t 0.015] [optim_t 0.374] [lr 0.000038] [CE 4.040 (3.719)] [KD 1.712 (1.492)] +2024-10-21 10:59:22,934 - Train: 96.75% [1210400/1251000] [967.5/1000.0] [batch_t 0.439 (0.447)] [data_t 0.015] [optim_t 0.424] [lr 0.000038] [CE 3.876 (3.752)] [KD 1.545 (1.516)] +2024-10-21 10:59:45,026 - Train: 96.76% [1210450/1251000] [967.6/1000.0] [batch_t 0.473 (0.442)] [data_t 0.015] [optim_t 0.458] [lr 0.000038] [CE 3.625 (3.647)] [KD 1.408 (1.458)] +2024-10-21 11:00:07,100 - Train: 96.76% [1210500/1251000] [967.6/1000.0] [batch_t 0.447 (0.441)] [data_t 0.015] [optim_t 0.432] [lr 0.000038] [CE 4.263 (3.759)] [KD 1.826 (1.515)] +2024-10-21 11:00:29,227 - Train: 96.77% [1210550/1251000] [967.7/1000.0] [batch_t 0.457 (0.442)] [data_t 0.015] [optim_t 0.441] [lr 0.000038] [CE 3.187 (3.691)] [KD 1.179 (1.477)] +2024-10-21 11:00:51,682 - Train: 96.77% [1210600/1251000] [967.7/1000.0] [batch_t 0.362 (0.449)] [data_t 0.015] [optim_t 0.347] [lr 0.000038] [CE 3.399 (3.739)] [KD 1.406 (1.509)] +2024-10-21 11:01:13,657 - Train: 96.77% [1210650/1251000] [967.7/1000.0] [batch_t 0.432 (0.439)] [data_t 0.015] [optim_t 0.417] [lr 0.000038] [CE 3.806 (3.603)] [KD 1.448 (1.439)] +2024-10-21 11:01:35,584 - Train: 96.78% [1210700/1251000] [967.8/1000.0] [batch_t 0.458 (0.438)] [data_t 0.015] [optim_t 0.443] [lr 0.000038] [CE 3.889 (3.685)] [KD 1.547 (1.475)] +2024-10-21 11:01:57,946 - Train: 96.78% [1210750/1251000] [967.8/1000.0] [batch_t 0.450 (0.447)] [data_t 0.015] [optim_t 0.435] [lr 0.000038] [CE 3.023 (3.673)] [KD 1.201 (1.471)] +2024-10-21 11:02:20,358 - Train: 96.79% [1210800/1251000] [967.9/1000.0] [batch_t 0.511 (0.448)] [data_t 0.015] [optim_t 0.495] [lr 0.000038] [CE 3.907 (3.702)] [KD 1.571 (1.483)] +2024-10-21 11:02:42,564 - Train: 96.79% [1210850/1251000] [967.9/1000.0] [batch_t 0.450 (0.444)] [data_t 0.015] [optim_t 0.435] [lr 0.000038] [CE 3.683 (3.677)] [KD 1.432 (1.456)] +2024-10-21 11:03:04,428 - Train: 96.79% [1210900/1251000] [967.9/1000.0] [batch_t 0.451 (0.437)] [data_t 0.015] [optim_t 0.436] [lr 0.000038] [CE 3.478 (3.709)] [KD 1.312 (1.483)] +2024-10-21 11:03:25,551 - Train: 96.80% [1210950/1251000] [968.0/1000.0] [batch_t 0.397 (0.422)] [data_t 0.016] [optim_t 0.382] [lr 0.000038] [CE 2.894 (3.683)] [KD 1.086 (1.472)] +2024-10-21 11:03:53,578 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 41626] [top5_cnt 48273] [top_all 50000] +2024-10-21 11:03:53,578 - net: 83.252 (96.546) +2024-10-21 11:04:14,652 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 41757] [top5_cnt 48317] [top_all 50000] +2024-10-21 11:04:14,653 - net_E: 83.514 (96.634) +2024-10-21 11:04:14,818 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 11:04:14,818 - ==> Total time: 6 days, 11:22:23 Eta: 5:08:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 11:04:32,879 - Train: 96.80% [1211000/1251000] [968.0/1000.0] [batch_t 0.361 (0.513)] [data_t 0.015] [optim_t 0.346] [lr 0.000037] [CE 3.894 (3.694)] [KD 1.524 (1.495)] +2024-10-21 11:04:53,771 - Train: 96.81% [1211050/1251000] [968.1/1000.0] [batch_t 0.359 (0.418)] [data_t 0.015] [optim_t 0.344] [lr 0.000037] [CE 3.641 (3.721)] [KD 1.414 (1.486)] +2024-10-21 11:05:15,749 - Train: 96.81% [1211100/1251000] [968.1/1000.0] [batch_t 0.413 (0.439)] [data_t 0.015] [optim_t 0.397] [lr 0.000037] [CE 3.510 (3.690)] [KD 1.423 (1.481)] +2024-10-21 11:05:37,459 - Train: 96.81% [1211150/1251000] [968.1/1000.0] [batch_t 0.813 (0.434)] [data_t 0.016] [optim_t 0.798] [lr 0.000037] [CE 4.202 (3.696)] [KD 1.611 (1.479)] +2024-10-21 11:05:58,420 - Train: 96.82% [1211200/1251000] [968.2/1000.0] [batch_t 0.397 (0.419)] [data_t 0.015] [optim_t 0.382] [lr 0.000037] [CE 3.945 (3.649)] [KD 1.677 (1.457)] +2024-10-21 11:06:19,726 - Train: 96.82% [1211250/1251000] [968.2/1000.0] [batch_t 0.420 (0.426)] [data_t 0.016] [optim_t 0.405] [lr 0.000037] [CE 3.183 (3.666)] [KD 1.228 (1.472)] +2024-10-21 11:06:40,541 - Train: 96.83% [1211300/1251000] [968.3/1000.0] [batch_t 0.364 (0.416)] [data_t 0.015] [optim_t 0.349] [lr 0.000037] [CE 3.395 (3.620)] [KD 1.370 (1.452)] +2024-10-21 11:07:01,275 - Train: 96.83% [1211350/1251000] [968.3/1000.0] [batch_t 0.367 (0.415)] [data_t 0.015] [optim_t 0.351] [lr 0.000037] [CE 4.211 (3.731)] [KD 1.791 (1.498)] +2024-10-21 11:07:22,594 - Train: 96.83% [1211400/1251000] [968.3/1000.0] [batch_t 0.395 (0.426)] [data_t 0.015] [optim_t 0.380] [lr 0.000037] [CE 3.911 (3.665)] [KD 1.631 (1.478)] +2024-10-21 11:07:44,156 - Train: 96.84% [1211450/1251000] [968.4/1000.0] [batch_t 0.426 (0.431)] [data_t 0.016] [optim_t 0.411] [lr 0.000037] [CE 3.910 (3.724)] [KD 1.538 (1.500)] +2024-10-21 11:08:05,785 - Train: 96.84% [1211500/1251000] [968.4/1000.0] [batch_t 0.360 (0.432)] [data_t 0.015] [optim_t 0.345] [lr 0.000037] [CE 3.799 (3.634)] [KD 1.531 (1.455)] +2024-10-21 11:08:26,941 - Train: 96.85% [1211550/1251000] [968.5/1000.0] [batch_t 0.407 (0.423)] [data_t 0.015] [optim_t 0.392] [lr 0.000037] [CE 3.572 (3.608)] [KD 1.485 (1.457)] +2024-10-21 11:08:48,168 - Train: 96.85% [1211600/1251000] [968.5/1000.0] [batch_t 0.469 (0.424)] [data_t 0.015] [optim_t 0.454] [lr 0.000037] [CE 3.448 (3.728)] [KD 1.242 (1.485)] +2024-10-21 11:09:10,958 - Train: 96.85% [1211650/1251000] [968.5/1000.0] [batch_t 0.529 (0.456)] [data_t 0.015] [optim_t 0.514] [lr 0.000037] [CE 3.649 (3.735)] [KD 1.512 (1.524)] +2024-10-21 11:09:32,108 - Train: 96.86% [1211700/1251000] [968.6/1000.0] [batch_t 0.397 (0.423)] [data_t 0.015] [optim_t 0.382] [lr 0.000037] [CE 3.948 (3.748)] [KD 1.583 (1.524)] +2024-10-21 11:09:52,948 - Train: 96.86% [1211750/1251000] [968.6/1000.0] [batch_t 0.401 (0.417)] [data_t 0.015] [optim_t 0.386] [lr 0.000037] [CE 4.103 (3.709)] [KD 1.708 (1.501)] +2024-10-21 11:10:14,379 - Train: 96.87% [1211800/1251000] [968.7/1000.0] [batch_t 0.404 (0.429)] [data_t 0.015] [optim_t 0.388] [lr 0.000037] [CE 3.385 (3.637)] [KD 1.307 (1.450)] +2024-10-21 11:10:35,525 - Train: 96.87% [1211850/1251000] [968.7/1000.0] [batch_t 0.408 (0.423)] [data_t 0.015] [optim_t 0.393] [lr 0.000037] [CE 3.620 (3.683)] [KD 1.447 (1.468)] +2024-10-21 11:10:56,700 - Train: 96.87% [1211900/1251000] [968.7/1000.0] [batch_t 0.361 (0.423)] [data_t 0.015] [optim_t 0.346] [lr 0.000037] [CE 3.959 (3.713)] [KD 1.672 (1.490)] +2024-10-21 11:11:18,771 - Train: 96.88% [1211950/1251000] [968.8/1000.0] [batch_t 0.405 (0.441)] [data_t 0.015] [optim_t 0.390] [lr 0.000037] [CE 3.583 (3.702)] [KD 1.404 (1.491)] +2024-10-21 11:11:41,000 - Train: 96.88% [1212000/1251000] [968.8/1000.0] [batch_t 0.398 (0.444)] [data_t 0.015] [optim_t 0.382] [lr 0.000037] [CE 3.246 (3.713)] [KD 1.318 (1.495)] +2024-10-21 11:12:01,944 - Train: 96.89% [1212050/1251000] [968.9/1000.0] [batch_t 0.419 (0.419)] [data_t 0.016] [optim_t 0.404] [lr 0.000037] [CE 4.081 (3.750)] [KD 1.556 (1.497)] +2024-10-21 11:12:23,039 - Train: 96.89% [1212100/1251000] [968.9/1000.0] [batch_t 0.358 (0.422)] [data_t 0.015] [optim_t 0.342] [lr 0.000037] [CE 3.491 (3.639)] [KD 1.294 (1.462)] +2024-10-21 11:12:44,802 - Train: 96.89% [1212150/1251000] [968.9/1000.0] [batch_t 0.551 (0.435)] [data_t 0.015] [optim_t 0.536] [lr 0.000037] [CE 4.226 (3.729)] [KD 1.696 (1.507)] +2024-10-21 11:13:06,348 - Train: 96.90% [1212200/1251000] [969.0/1000.0] [batch_t 0.484 (0.431)] [data_t 0.015] [optim_t 0.469] [lr 0.000037] [CE 3.889 (3.708)] [KD 1.681 (1.480)] +2024-10-21 11:13:35,820 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.438)] [top1_cnt 41679] [top5_cnt 48294] [top_all 50000] +2024-10-21 11:13:35,821 - net: 83.358 (96.588) +2024-10-21 11:13:57,925 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.435)] [top1_cnt 41759] [top5_cnt 48316] [top_all 50000] +2024-10-21 11:13:57,926 - net_E: 83.518 (96.632) +2024-10-21 11:13:58,088 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 11:13:58,089 - ==> Total time: 6 days, 11:32:06 Eta: 4:58:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 11:14:15,763 - Train: 96.90% [1212250/1251000] [969.0/1000.0] [batch_t 0.360 (0.527)] [data_t 0.015] [optim_t 0.345] [lr 0.000037] [CE 3.642 (3.727)] [KD 1.461 (1.479)] +2024-10-21 11:14:36,842 - Train: 96.91% [1212300/1251000] [969.1/1000.0] [batch_t 0.408 (0.421)] [data_t 0.015] [optim_t 0.393] [lr 0.000037] [CE 4.003 (3.706)] [KD 1.592 (1.493)] +2024-10-21 11:14:58,559 - Train: 96.91% [1212350/1251000] [969.1/1000.0] [batch_t 0.393 (0.434)] [data_t 0.015] [optim_t 0.377] [lr 0.000037] [CE 3.826 (3.712)] [KD 1.589 (1.498)] +2024-10-21 11:15:20,171 - Train: 96.91% [1212400/1251000] [969.1/1000.0] [batch_t 0.366 (0.432)] [data_t 0.015] [optim_t 0.351] [lr 0.000037] [CE 3.333 (3.706)] [KD 1.326 (1.479)] +2024-10-21 11:15:41,849 - Train: 96.92% [1212450/1251000] [969.2/1000.0] [batch_t 0.392 (0.433)] [data_t 0.015] [optim_t 0.376] [lr 0.000037] [CE 4.184 (3.698)] [KD 1.618 (1.478)] +2024-10-21 11:16:02,959 - Train: 96.92% [1212500/1251000] [969.2/1000.0] [batch_t 0.489 (0.422)] [data_t 0.015] [optim_t 0.473] [lr 0.000037] [CE 3.658 (3.777)] [KD 1.423 (1.522)] +2024-10-21 11:16:25,069 - Train: 96.93% [1212550/1251000] [969.3/1000.0] [batch_t 0.431 (0.442)] [data_t 0.015] [optim_t 0.416] [lr 0.000037] [CE 3.369 (3.701)] [KD 1.386 (1.484)] +2024-10-21 11:16:47,025 - Train: 96.93% [1212600/1251000] [969.3/1000.0] [batch_t 0.408 (0.439)] [data_t 0.015] [optim_t 0.392] [lr 0.000037] [CE 3.578 (3.641)] [KD 1.477 (1.463)] +2024-10-21 11:17:08,339 - Train: 96.93% [1212650/1251000] [969.3/1000.0] [batch_t 0.441 (0.426)] [data_t 0.015] [optim_t 0.426] [lr 0.000037] [CE 3.883 (3.702)] [KD 1.518 (1.487)] +2024-10-21 11:17:29,749 - Train: 96.94% [1212700/1251000] [969.4/1000.0] [batch_t 0.371 (0.428)] [data_t 0.015] [optim_t 0.356] [lr 0.000037] [CE 4.159 (3.718)] [KD 1.648 (1.491)] +2024-10-21 11:17:51,251 - Train: 96.94% [1212750/1251000] [969.4/1000.0] [batch_t 0.413 (0.430)] [data_t 0.015] [optim_t 0.397] [lr 0.000037] [CE 4.083 (3.707)] [KD 1.734 (1.500)] +2024-10-21 11:18:12,575 - Train: 96.95% [1212800/1251000] [969.5/1000.0] [batch_t 0.461 (0.426)] [data_t 0.015] [optim_t 0.446] [lr 0.000037] [CE 3.388 (3.710)] [KD 1.398 (1.495)] +2024-10-21 11:18:34,785 - Train: 96.95% [1212850/1251000] [969.5/1000.0] [batch_t 0.468 (0.444)] [data_t 0.015] [optim_t 0.453] [lr 0.000037] [CE 3.621 (3.644)] [KD 1.442 (1.448)] +2024-10-21 11:18:56,623 - Train: 96.95% [1212900/1251000] [969.5/1000.0] [batch_t 0.410 (0.437)] [data_t 0.015] [optim_t 0.395] [lr 0.000037] [CE 3.780 (3.720)] [KD 1.479 (1.490)] +2024-10-21 11:19:17,872 - Train: 96.96% [1212950/1251000] [969.6/1000.0] [batch_t 0.526 (0.425)] [data_t 0.015] [optim_t 0.511] [lr 0.000037] [CE 4.421 (3.656)] [KD 1.696 (1.467)] +2024-10-21 11:19:38,960 - Train: 96.96% [1213000/1251000] [969.6/1000.0] [batch_t 0.473 (0.422)] [data_t 0.015] [optim_t 0.458] [lr 0.000037] [CE 3.747 (3.722)] [KD 1.494 (1.491)] +2024-10-21 11:20:00,670 - Train: 96.97% [1213050/1251000] [969.7/1000.0] [batch_t 0.454 (0.434)] [data_t 0.015] [optim_t 0.438] [lr 0.000037] [CE 3.767 (3.719)] [KD 1.637 (1.491)] +2024-10-21 11:20:22,656 - Train: 96.97% [1213100/1251000] [969.7/1000.0] [batch_t 0.428 (0.440)] [data_t 0.015] [optim_t 0.413] [lr 0.000037] [CE 4.039 (3.654)] [KD 1.578 (1.464)] +2024-10-21 11:20:44,659 - Train: 96.97% [1213150/1251000] [969.7/1000.0] [batch_t 0.454 (0.440)] [data_t 0.015] [optim_t 0.439] [lr 0.000037] [CE 3.982 (3.787)] [KD 1.671 (1.512)] +2024-10-21 11:21:06,596 - Train: 96.98% [1213200/1251000] [969.8/1000.0] [batch_t 0.441 (0.439)] [data_t 0.015] [optim_t 0.426] [lr 0.000037] [CE 3.480 (3.689)] [KD 1.394 (1.470)] +2024-10-21 11:21:28,538 - Train: 96.98% [1213250/1251000] [969.8/1000.0] [batch_t 0.513 (0.439)] [data_t 0.015] [optim_t 0.497] [lr 0.000037] [CE 3.840 (3.705)] [KD 1.703 (1.489)] +2024-10-21 11:21:50,387 - Train: 96.99% [1213300/1251000] [969.9/1000.0] [batch_t 0.417 (0.437)] [data_t 0.015] [optim_t 0.401] [lr 0.000037] [CE 4.224 (3.680)] [KD 1.752 (1.472)] +2024-10-21 11:22:12,571 - Train: 96.99% [1213350/1251000] [969.9/1000.0] [batch_t 0.435 (0.444)] [data_t 0.016] [optim_t 0.419] [lr 0.000037] [CE 3.620 (3.664)] [KD 1.408 (1.466)] +2024-10-21 11:22:34,309 - Train: 96.99% [1213400/1251000] [969.9/1000.0] [batch_t 0.361 (0.435)] [data_t 0.015] [optim_t 0.345] [lr 0.000037] [CE 3.765 (3.630)] [KD 1.494 (1.449)] +2024-10-21 11:22:56,641 - Train: 97.00% [1213450/1251000] [970.0/1000.0] [batch_t 0.505 (0.447)] [data_t 0.015] [optim_t 0.489] [lr 0.000037] [CE 3.522 (3.678)] [KD 1.419 (1.483)] +2024-10-21 11:23:25,909 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41694] [top5_cnt 48259] [top_all 50000] +2024-10-21 11:23:25,909 - net: 83.388 (96.518) +2024-10-21 11:23:46,794 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 41770] [top5_cnt 48314] [top_all 50000] +2024-10-21 11:23:46,795 - net_E: 83.540 (96.628) +2024-10-21 11:23:46,941 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 11:23:46,941 - ==> Total time: 6 days, 11:41:55 Eta: 4:48:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 11:24:04,626 - Train: 97.00% [1213500/1251000] [970.0/1000.0] [batch_t 0.358 (0.543)] [data_t 0.015] [optim_t 0.342] [lr 0.000037] [CE 3.718 (3.767)] [KD 1.506 (1.521)] +2024-10-21 11:24:25,931 - Train: 97.01% [1213550/1251000] [970.1/1000.0] [batch_t 0.504 (0.426)] [data_t 0.164] [optim_t 0.340] [lr 0.000037] [CE 4.121 (3.730)] [KD 1.764 (1.517)] +2024-10-21 11:24:47,854 - Train: 97.01% [1213600/1251000] [970.1/1000.0] [batch_t 0.427 (0.438)] [data_t 0.015] [optim_t 0.412] [lr 0.000037] [CE 3.732 (3.706)] [KD 1.665 (1.496)] +2024-10-21 11:25:08,263 - Train: 97.01% [1213650/1251000] [970.1/1000.0] [batch_t 0.374 (0.408)] [data_t 0.015] [optim_t 0.359] [lr 0.000037] [CE 3.521 (3.626)] [KD 1.411 (1.451)] +2024-10-21 11:25:28,833 - Train: 97.02% [1213700/1251000] [970.2/1000.0] [batch_t 0.453 (0.411)] [data_t 0.015] [optim_t 0.438] [lr 0.000037] [CE 3.204 (3.665)] [KD 1.208 (1.483)] +2024-10-21 11:25:49,556 - Train: 97.02% [1213750/1251000] [970.2/1000.0] [batch_t 0.428 (0.414)] [data_t 0.085] [optim_t 0.343] [lr 0.000036] [CE 3.880 (3.693)] [KD 1.474 (1.472)] +2024-10-21 11:26:10,600 - Train: 97.03% [1213800/1251000] [970.3/1000.0] [batch_t 0.400 (0.421)] [data_t 0.058] [optim_t 0.342] [lr 0.000036] [CE 3.580 (3.686)] [KD 1.429 (1.483)] +2024-10-21 11:26:31,678 - Train: 97.03% [1213850/1251000] [970.3/1000.0] [batch_t 0.440 (0.421)] [data_t 0.097] [optim_t 0.343] [lr 0.000036] [CE 3.769 (3.677)] [KD 1.467 (1.479)] +2024-10-21 11:26:52,407 - Train: 97.03% [1213900/1251000] [970.3/1000.0] [batch_t 0.407 (0.414)] [data_t 0.061] [optim_t 0.345] [lr 0.000036] [CE 3.853 (3.772)] [KD 1.621 (1.521)] +2024-10-21 11:27:13,208 - Train: 97.04% [1213950/1251000] [970.4/1000.0] [batch_t 0.394 (0.416)] [data_t 0.051] [optim_t 0.343] [lr 0.000036] [CE 3.974 (3.661)] [KD 1.630 (1.460)] +2024-10-21 11:27:34,020 - Train: 97.04% [1214000/1251000] [970.4/1000.0] [batch_t 0.488 (0.416)] [data_t 0.142] [optim_t 0.346] [lr 0.000036] [CE 4.032 (3.684)] [KD 1.609 (1.481)] +2024-10-21 11:27:55,287 - Train: 97.05% [1214050/1251000] [970.5/1000.0] [batch_t 0.440 (0.425)] [data_t 0.015] [optim_t 0.425] [lr 0.000036] [CE 3.908 (3.630)] [KD 1.495 (1.449)] +2024-10-21 11:28:17,146 - Train: 97.05% [1214100/1251000] [970.5/1000.0] [batch_t 0.373 (0.437)] [data_t 0.015] [optim_t 0.358] [lr 0.000036] [CE 3.420 (3.657)] [KD 1.342 (1.475)] +2024-10-21 11:28:39,275 - Train: 97.05% [1214150/1251000] [970.5/1000.0] [batch_t 0.411 (0.442)] [data_t 0.016] [optim_t 0.395] [lr 0.000036] [CE 3.787 (3.632)] [KD 1.493 (1.458)] +2024-10-21 11:29:00,880 - Train: 97.06% [1214200/1251000] [970.6/1000.0] [batch_t 0.389 (0.432)] [data_t 0.015] [optim_t 0.374] [lr 0.000036] [CE 3.753 (3.670)] [KD 1.355 (1.471)] +2024-10-21 11:29:22,487 - Train: 97.06% [1214250/1251000] [970.6/1000.0] [batch_t 0.451 (0.432)] [data_t 0.016] [optim_t 0.435] [lr 0.000036] [CE 2.904 (3.642)] [KD 1.091 (1.455)] +2024-10-21 11:29:43,869 - Train: 97.07% [1214300/1251000] [970.7/1000.0] [batch_t 0.392 (0.428)] [data_t 0.015] [optim_t 0.376] [lr 0.000036] [CE 3.718 (3.713)] [KD 1.461 (1.493)] +2024-10-21 11:30:05,495 - Train: 97.07% [1214350/1251000] [970.7/1000.0] [batch_t 0.391 (0.432)] [data_t 0.015] [optim_t 0.375] [lr 0.000036] [CE 3.952 (3.714)] [KD 1.659 (1.497)] +2024-10-21 11:30:27,348 - Train: 97.07% [1214400/1251000] [970.7/1000.0] [batch_t 0.445 (0.437)] [data_t 0.015] [optim_t 0.430] [lr 0.000036] [CE 3.595 (3.730)] [KD 1.432 (1.499)] +2024-10-21 11:30:48,570 - Train: 97.08% [1214450/1251000] [970.8/1000.0] [batch_t 0.412 (0.424)] [data_t 0.015] [optim_t 0.396] [lr 0.000036] [CE 3.474 (3.695)] [KD 1.396 (1.468)] +2024-10-21 11:31:10,238 - Train: 97.08% [1214500/1251000] [970.8/1000.0] [batch_t 0.398 (0.433)] [data_t 0.015] [optim_t 0.382] [lr 0.000036] [CE 4.057 (3.697)] [KD 1.657 (1.476)] +2024-10-21 11:31:31,726 - Train: 97.09% [1214550/1251000] [970.9/1000.0] [batch_t 0.453 (0.430)] [data_t 0.015] [optim_t 0.438] [lr 0.000036] [CE 4.056 (3.713)] [KD 1.756 (1.491)] +2024-10-21 11:31:53,568 - Train: 97.09% [1214600/1251000] [970.9/1000.0] [batch_t 0.441 (0.437)] [data_t 0.015] [optim_t 0.426] [lr 0.000036] [CE 3.717 (3.699)] [KD 1.577 (1.484)] +2024-10-21 11:32:16,532 - Train: 97.09% [1214650/1251000] [970.9/1000.0] [batch_t 0.415 (0.459)] [data_t 0.015] [optim_t 0.400] [lr 0.000036] [CE 3.778 (3.751)] [KD 1.440 (1.490)] +2024-10-21 11:32:37,042 - Train: 97.10% [1214700/1251000] [971.0/1000.0] [batch_t 0.395 (0.410)] [data_t 0.015] [optim_t 0.379] [lr 0.000036] [CE 3.738 (3.687)] [KD 1.473 (1.476)] +2024-10-21 11:33:07,048 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.434)] [top1_cnt 41700] [top5_cnt 48270] [top_all 50000] +2024-10-21 11:33:07,049 - net: 83.400 (96.540) +2024-10-21 11:33:29,074 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.433)] [top1_cnt 41775] [top5_cnt 48325] [top_all 50000] +2024-10-21 11:33:29,075 - net_E: 83.550 (96.650) +2024-10-21 11:33:29,239 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 11:33:29,240 - ==> Total time: 6 days, 11:51:37 Eta: 4:39:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 11:33:46,437 - Train: 97.10% [1214750/1251000] [971.0/1000.0] [batch_t 0.363 (0.540)] [data_t 0.015] [optim_t 0.347] [lr 0.000036] [CE 3.607 (3.691)] [KD 1.408 (1.475)] +2024-10-21 11:34:08,157 - Train: 97.11% [1214800/1251000] [971.1/1000.0] [batch_t 0.471 (0.434)] [data_t 0.015] [optim_t 0.456] [lr 0.000036] [CE 3.955 (3.659)] [KD 1.542 (1.464)] +2024-10-21 11:34:29,866 - Train: 97.11% [1214850/1251000] [971.1/1000.0] [batch_t 0.457 (0.434)] [data_t 0.015] [optim_t 0.441] [lr 0.000036] [CE 3.470 (3.777)] [KD 1.396 (1.515)] +2024-10-21 11:34:51,727 - Train: 97.11% [1214900/1251000] [971.1/1000.0] [batch_t 0.471 (0.437)] [data_t 0.015] [optim_t 0.456] [lr 0.000036] [CE 3.850 (3.730)] [KD 1.679 (1.498)] +2024-10-21 11:35:13,330 - Train: 97.12% [1214950/1251000] [971.2/1000.0] [batch_t 0.487 (0.432)] [data_t 0.015] [optim_t 0.472] [lr 0.000036] [CE 3.720 (3.605)] [KD 1.397 (1.451)] +2024-10-21 11:35:35,206 - Train: 97.12% [1215000/1251000] [971.2/1000.0] [batch_t 0.386 (0.437)] [data_t 0.015] [optim_t 0.370] [lr 0.000036] [CE 4.186 (3.651)] [KD 1.657 (1.458)] +2024-10-21 11:35:57,266 - Train: 97.13% [1215050/1251000] [971.3/1000.0] [batch_t 0.441 (0.441)] [data_t 0.015] [optim_t 0.426] [lr 0.000036] [CE 3.804 (3.686)] [KD 1.670 (1.484)] +2024-10-21 11:36:20,211 - Train: 97.13% [1215100/1251000] [971.3/1000.0] [batch_t 0.458 (0.459)] [data_t 0.015] [optim_t 0.443] [lr 0.000036] [CE 3.694 (3.764)] [KD 1.418 (1.518)] +2024-10-21 11:36:41,963 - Train: 97.13% [1215150/1251000] [971.3/1000.0] [batch_t 0.507 (0.435)] [data_t 0.015] [optim_t 0.492] [lr 0.000036] [CE 3.813 (3.657)] [KD 1.569 (1.454)] +2024-10-21 11:37:03,534 - Train: 97.14% [1215200/1251000] [971.4/1000.0] [batch_t 0.410 (0.431)] [data_t 0.015] [optim_t 0.395] [lr 0.000036] [CE 3.502 (3.657)] [KD 1.443 (1.460)] +2024-10-21 11:37:26,350 - Train: 97.14% [1215250/1251000] [971.4/1000.0] [batch_t 0.431 (0.456)] [data_t 0.086] [optim_t 0.345] [lr 0.000036] [CE 3.826 (3.764)] [KD 1.573 (1.533)] +2024-10-21 11:37:48,811 - Train: 97.15% [1215300/1251000] [971.5/1000.0] [batch_t 0.529 (0.449)] [data_t 0.156] [optim_t 0.373] [lr 0.000036] [CE 3.566 (3.698)] [KD 1.404 (1.475)] +2024-10-21 11:38:10,774 - Train: 97.15% [1215350/1251000] [971.5/1000.0] [batch_t 0.432 (0.439)] [data_t 0.087] [optim_t 0.345] [lr 0.000036] [CE 3.870 (3.593)] [KD 1.533 (1.425)] +2024-10-21 11:38:32,794 - Train: 97.15% [1215400/1251000] [971.5/1000.0] [batch_t 0.437 (0.440)] [data_t 0.093] [optim_t 0.343] [lr 0.000036] [CE 3.338 (3.645)] [KD 1.436 (1.459)] +2024-10-21 11:38:54,524 - Train: 97.16% [1215450/1251000] [971.6/1000.0] [batch_t 0.398 (0.435)] [data_t 0.052] [optim_t 0.346] [lr 0.000036] [CE 3.693 (3.743)] [KD 1.448 (1.486)] +2024-10-21 11:39:16,531 - Train: 97.16% [1215500/1251000] [971.6/1000.0] [batch_t 0.425 (0.440)] [data_t 0.015] [optim_t 0.410] [lr 0.000036] [CE 3.858 (3.675)] [KD 1.535 (1.477)] +2024-10-21 11:39:39,496 - Train: 97.17% [1215550/1251000] [971.7/1000.0] [batch_t 0.504 (0.459)] [data_t 0.015] [optim_t 0.489] [lr 0.000036] [CE 3.782 (3.684)] [KD 1.580 (1.469)] +2024-10-21 11:40:03,112 - Train: 97.17% [1215600/1251000] [971.7/1000.0] [batch_t 0.381 (0.472)] [data_t 0.015] [optim_t 0.365] [lr 0.000036] [CE 3.655 (3.741)] [KD 1.357 (1.495)] +2024-10-21 11:40:23,688 - Train: 97.17% [1215650/1251000] [971.7/1000.0] [batch_t 0.442 (0.411)] [data_t 0.016] [optim_t 0.427] [lr 0.000036] [CE 3.642 (3.678)] [KD 1.411 (1.463)] +2024-10-21 11:40:45,409 - Train: 97.18% [1215700/1251000] [971.8/1000.0] [batch_t 0.448 (0.434)] [data_t 0.015] [optim_t 0.433] [lr 0.000036] [CE 3.971 (3.731)] [KD 1.663 (1.502)] +2024-10-21 11:41:08,064 - Train: 97.18% [1215750/1251000] [971.8/1000.0] [batch_t 0.440 (0.453)] [data_t 0.015] [optim_t 0.424] [lr 0.000036] [CE 3.539 (3.616)] [KD 1.396 (1.449)] +2024-10-21 11:41:30,931 - Train: 97.19% [1215800/1251000] [971.9/1000.0] [batch_t 0.400 (0.457)] [data_t 0.015] [optim_t 0.385] [lr 0.000036] [CE 3.801 (3.734)] [KD 1.492 (1.501)] +2024-10-21 11:41:54,335 - Train: 97.19% [1215850/1251000] [971.9/1000.0] [batch_t 0.487 (0.468)] [data_t 0.015] [optim_t 0.472] [lr 0.000036] [CE 3.707 (3.667)] [KD 1.565 (1.475)] +2024-10-21 11:42:16,144 - Train: 97.19% [1215900/1251000] [971.9/1000.0] [batch_t 0.422 (0.436)] [data_t 0.015] [optim_t 0.407] [lr 0.000036] [CE 3.483 (3.649)] [KD 1.510 (1.457)] +2024-10-21 11:42:37,540 - Train: 97.20% [1215950/1251000] [972.0/1000.0] [batch_t 0.440 (0.428)] [data_t 0.015] [optim_t 0.425] [lr 0.000036] [CE 4.031 (3.653)] [KD 1.581 (1.462)] +2024-10-21 11:43:07,527 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41647] [top5_cnt 48270] [top_all 50000] +2024-10-21 11:43:07,527 - net: 83.294 (96.540) +2024-10-21 11:43:28,949 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41771] [top5_cnt 48318] [top_all 50000] +2024-10-21 11:43:28,949 - net_E: 83.542 (96.636) +2024-10-21 11:43:29,116 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 11:43:29,116 - ==> Total time: 6 days, 12:01:37 Eta: 4:29:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 11:43:45,619 - Train: 97.20% [1216000/1251000] [972.0/1000.0] [batch_t 0.409 (0.536)] [data_t 0.065] [optim_t 0.344] [lr 0.000036] [CE 3.617 (3.709)] [KD 1.466 (1.491)] +2024-10-21 11:44:07,102 - Train: 97.21% [1216050/1251000] [972.1/1000.0] [batch_t 0.442 (0.430)] [data_t 0.099] [optim_t 0.343] [lr 0.000036] [CE 3.849 (3.682)] [KD 1.476 (1.474)] +2024-10-21 11:44:28,442 - Train: 97.21% [1216100/1251000] [972.1/1000.0] [batch_t 0.438 (0.427)] [data_t 0.095] [optim_t 0.342] [lr 0.000036] [CE 4.261 (3.717)] [KD 1.857 (1.496)] +2024-10-21 11:44:49,625 - Train: 97.21% [1216150/1251000] [972.1/1000.0] [batch_t 0.414 (0.424)] [data_t 0.016] [optim_t 0.398] [lr 0.000036] [CE 3.871 (3.743)] [KD 1.600 (1.507)] +2024-10-21 11:45:11,008 - Train: 97.22% [1216200/1251000] [972.2/1000.0] [batch_t 0.426 (0.428)] [data_t 0.015] [optim_t 0.411] [lr 0.000036] [CE 3.624 (3.679)] [KD 1.375 (1.484)] +2024-10-21 11:45:32,280 - Train: 97.22% [1216250/1251000] [972.2/1000.0] [batch_t 0.484 (0.425)] [data_t 0.015] [optim_t 0.468] [lr 0.000036] [CE 3.768 (3.650)] [KD 1.620 (1.459)] +2024-10-21 11:45:53,439 - Train: 97.23% [1216300/1251000] [972.3/1000.0] [batch_t 0.466 (0.423)] [data_t 0.015] [optim_t 0.450] [lr 0.000036] [CE 4.058 (3.647)] [KD 1.735 (1.457)] +2024-10-21 11:46:14,479 - Train: 97.23% [1216350/1251000] [972.3/1000.0] [batch_t 0.403 (0.421)] [data_t 0.015] [optim_t 0.388] [lr 0.000036] [CE 3.938 (3.638)] [KD 1.653 (1.444)] +2024-10-21 11:46:35,818 - Train: 97.23% [1216400/1251000] [972.3/1000.0] [batch_t 0.456 (0.427)] [data_t 0.015] [optim_t 0.440] [lr 0.000036] [CE 4.026 (3.709)] [KD 1.765 (1.486)] +2024-10-21 11:46:57,043 - Train: 97.24% [1216450/1251000] [972.4/1000.0] [batch_t 0.404 (0.424)] [data_t 0.015] [optim_t 0.389] [lr 0.000036] [CE 3.413 (3.698)] [KD 1.389 (1.484)] +2024-10-21 11:47:18,653 - Train: 97.24% [1216500/1251000] [972.4/1000.0] [batch_t 0.500 (0.432)] [data_t 0.015] [optim_t 0.485] [lr 0.000036] [CE 3.857 (3.723)] [KD 1.531 (1.487)] +2024-10-21 11:47:40,111 - Train: 97.25% [1216550/1251000] [972.5/1000.0] [batch_t 0.402 (0.429)] [data_t 0.015] [optim_t 0.387] [lr 0.000036] [CE 3.904 (3.764)] [KD 1.526 (1.500)] +2024-10-21 11:48:01,891 - Train: 97.25% [1216600/1251000] [972.5/1000.0] [batch_t 0.389 (0.436)] [data_t 0.015] [optim_t 0.374] [lr 0.000036] [CE 4.067 (3.748)] [KD 1.761 (1.502)] +2024-10-21 11:48:23,699 - Train: 97.25% [1216650/1251000] [972.5/1000.0] [batch_t 0.399 (0.436)] [data_t 0.016] [optim_t 0.384] [lr 0.000036] [CE 3.878 (3.713)] [KD 1.569 (1.489)] +2024-10-21 11:48:45,173 - Train: 97.26% [1216700/1251000] [972.6/1000.0] [batch_t 0.515 (0.429)] [data_t 0.015] [optim_t 0.500] [lr 0.000036] [CE 3.644 (3.756)] [KD 1.359 (1.522)] +2024-10-21 11:49:07,193 - Train: 97.26% [1216750/1251000] [972.6/1000.0] [batch_t 0.502 (0.440)] [data_t 0.015] [optim_t 0.486] [lr 0.000035] [CE 3.801 (3.706)] [KD 1.671 (1.486)] +2024-10-21 11:49:29,508 - Train: 97.27% [1216800/1251000] [972.7/1000.0] [batch_t 0.451 (0.446)] [data_t 0.015] [optim_t 0.435] [lr 0.000035] [CE 3.437 (3.686)] [KD 1.398 (1.478)] +2024-10-21 11:49:51,249 - Train: 97.27% [1216850/1251000] [972.7/1000.0] [batch_t 0.366 (0.435)] [data_t 0.015] [optim_t 0.350] [lr 0.000035] [CE 3.789 (3.635)] [KD 1.472 (1.451)] +2024-10-21 11:50:12,822 - Train: 97.27% [1216900/1251000] [972.7/1000.0] [batch_t 0.473 (0.431)] [data_t 0.015] [optim_t 0.457] [lr 0.000035] [CE 4.147 (3.713)] [KD 1.724 (1.481)] +2024-10-21 11:50:34,868 - Train: 97.28% [1216950/1251000] [972.8/1000.0] [batch_t 0.421 (0.441)] [data_t 0.015] [optim_t 0.405] [lr 0.000035] [CE 3.788 (3.697)] [KD 1.554 (1.483)] +2024-10-21 11:50:56,264 - Train: 97.28% [1217000/1251000] [972.8/1000.0] [batch_t 0.422 (0.428)] [data_t 0.015] [optim_t 0.406] [lr 0.000035] [CE 3.759 (3.734)] [KD 1.511 (1.506)] +2024-10-21 11:51:18,426 - Train: 97.29% [1217050/1251000] [972.9/1000.0] [batch_t 0.361 (0.443)] [data_t 0.015] [optim_t 0.346] [lr 0.000035] [CE 4.011 (3.715)] [KD 1.548 (1.483)] +2024-10-21 11:51:40,287 - Train: 97.29% [1217100/1251000] [972.9/1000.0] [batch_t 0.501 (0.437)] [data_t 0.015] [optim_t 0.485] [lr 0.000035] [CE 4.375 (3.722)] [KD 1.777 (1.488)] +2024-10-21 11:52:01,663 - Train: 97.29% [1217150/1251000] [972.9/1000.0] [batch_t 0.404 (0.427)] [data_t 0.016] [optim_t 0.388] [lr 0.000035] [CE 3.673 (3.689)] [KD 1.481 (1.471)] +2024-10-21 11:52:22,969 - Train: 97.30% [1217200/1251000] [973.0/1000.0] [batch_t 0.403 (0.426)] [data_t 0.015] [optim_t 0.388] [lr 0.000035] [CE 3.922 (3.664)] [KD 1.619 (1.470)] +2024-10-21 11:52:53,888 - Test (net): 100.00% [50/50] [batch_t 0.152 (0.432)] [top1_cnt 41718] [top5_cnt 48275] [top_all 50000] +2024-10-21 11:52:53,889 - net: 83.436 (96.550) +2024-10-21 11:53:16,132 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.437)] [top1_cnt 41779] [top5_cnt 48314] [top_all 50000] +2024-10-21 11:53:16,132 - net_E: 83.558 (96.628) +2024-10-21 11:53:16,289 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.570 (epoch: 961)] +2024-10-21 11:53:16,289 - ==> Total time: 6 days, 12:11:24 Eta: 4:20:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 11:53:33,003 - Train: 97.30% [1217250/1251000] [973.0/1000.0] [batch_t 0.363 (0.562)] [data_t 0.015] [optim_t 0.347] [lr 0.000035] [CE 3.715 (3.662)] [KD 1.570 (1.455)] +2024-10-21 11:53:54,252 - Train: 97.31% [1217300/1251000] [973.1/1000.0] [batch_t 0.416 (0.425)] [data_t 0.016] [optim_t 0.400] [lr 0.000035] [CE 3.713 (3.693)] [KD 1.487 (1.469)] +2024-10-21 11:54:15,316 - Train: 97.31% [1217350/1251000] [973.1/1000.0] [batch_t 0.446 (0.421)] [data_t 0.015] [optim_t 0.430] [lr 0.000035] [CE 3.662 (3.629)] [KD 1.466 (1.456)] +2024-10-21 11:54:36,246 - Train: 97.31% [1217400/1251000] [973.1/1000.0] [batch_t 0.527 (0.418)] [data_t 0.015] [optim_t 0.512] [lr 0.000035] [CE 3.916 (3.679)] [KD 1.605 (1.487)] +2024-10-21 11:54:57,544 - Train: 97.32% [1217450/1251000] [973.2/1000.0] [batch_t 0.361 (0.426)] [data_t 0.016] [optim_t 0.345] [lr 0.000035] [CE 3.456 (3.677)] [KD 1.362 (1.462)] +2024-10-21 11:55:18,861 - Train: 97.32% [1217500/1251000] [973.2/1000.0] [batch_t 0.434 (0.426)] [data_t 0.015] [optim_t 0.418] [lr 0.000035] [CE 3.324 (3.736)] [KD 1.295 (1.490)] +2024-10-21 11:55:40,338 - Train: 97.33% [1217550/1251000] [973.3/1000.0] [batch_t 0.456 (0.429)] [data_t 0.015] [optim_t 0.441] [lr 0.000035] [CE 3.573 (3.611)] [KD 1.400 (1.450)] +2024-10-21 11:56:01,761 - Train: 97.33% [1217600/1251000] [973.3/1000.0] [batch_t 0.482 (0.428)] [data_t 0.015] [optim_t 0.466] [lr 0.000035] [CE 3.618 (3.682)] [KD 1.479 (1.452)] +2024-10-21 11:56:23,024 - Train: 97.33% [1217650/1251000] [973.3/1000.0] [batch_t 0.375 (0.425)] [data_t 0.015] [optim_t 0.359] [lr 0.000035] [CE 3.726 (3.671)] [KD 1.471 (1.466)] +2024-10-21 11:56:43,958 - Train: 97.34% [1217700/1251000] [973.4/1000.0] [batch_t 0.420 (0.419)] [data_t 0.015] [optim_t 0.405] [lr 0.000035] [CE 3.630 (3.649)] [KD 1.363 (1.458)] +2024-10-21 11:57:06,104 - Train: 97.34% [1217750/1251000] [973.4/1000.0] [batch_t 0.426 (0.443)] [data_t 0.015] [optim_t 0.411] [lr 0.000035] [CE 3.999 (3.718)] [KD 1.640 (1.498)] +2024-10-21 11:57:27,564 - Train: 97.35% [1217800/1251000] [973.5/1000.0] [batch_t 0.397 (0.429)] [data_t 0.015] [optim_t 0.381] [lr 0.000035] [CE 3.514 (3.686)] [KD 1.445 (1.482)] +2024-10-21 11:57:49,487 - Train: 97.35% [1217850/1251000] [973.5/1000.0] [batch_t 0.436 (0.438)] [data_t 0.015] [optim_t 0.420] [lr 0.000035] [CE 3.610 (3.641)] [KD 1.486 (1.466)] +2024-10-21 11:58:11,462 - Train: 97.35% [1217900/1251000] [973.5/1000.0] [batch_t 0.398 (0.439)] [data_t 0.015] [optim_t 0.382] [lr 0.000035] [CE 3.894 (3.773)] [KD 1.435 (1.518)] +2024-10-21 11:58:33,686 - Train: 97.36% [1217950/1251000] [973.6/1000.0] [batch_t 0.424 (0.444)] [data_t 0.015] [optim_t 0.409] [lr 0.000035] [CE 3.921 (3.690)] [KD 1.627 (1.473)] +2024-10-21 11:58:55,916 - Train: 97.36% [1218000/1251000] [973.6/1000.0] [batch_t 0.499 (0.444)] [data_t 0.016] [optim_t 0.483] [lr 0.000035] [CE 3.657 (3.666)] [KD 1.477 (1.454)] +2024-10-21 11:59:18,112 - Train: 97.37% [1218050/1251000] [973.7/1000.0] [batch_t 0.440 (0.444)] [data_t 0.015] [optim_t 0.424] [lr 0.000035] [CE 3.893 (3.678)] [KD 1.558 (1.473)] +2024-10-21 11:59:40,374 - Train: 97.37% [1218100/1251000] [973.7/1000.0] [batch_t 0.424 (0.445)] [data_t 0.015] [optim_t 0.408] [lr 0.000035] [CE 3.693 (3.657)] [KD 1.448 (1.472)] +2024-10-21 12:00:02,714 - Train: 97.37% [1218150/1251000] [973.7/1000.0] [batch_t 0.450 (0.447)] [data_t 0.015] [optim_t 0.435] [lr 0.000035] [CE 3.082 (3.711)] [KD 1.191 (1.493)] +2024-10-21 12:00:24,537 - Train: 97.38% [1218200/1251000] [973.8/1000.0] [batch_t 0.447 (0.436)] [data_t 0.016] [optim_t 0.431] [lr 0.000035] [CE 3.842 (3.652)] [KD 1.559 (1.451)] +2024-10-21 12:00:46,563 - Train: 97.38% [1218250/1251000] [973.8/1000.0] [batch_t 0.417 (0.440)] [data_t 0.015] [optim_t 0.402] [lr 0.000035] [CE 3.480 (3.628)] [KD 1.421 (1.449)] +2024-10-21 12:01:08,528 - Train: 97.39% [1218300/1251000] [973.9/1000.0] [batch_t 0.377 (0.439)] [data_t 0.015] [optim_t 0.361] [lr 0.000035] [CE 3.718 (3.713)] [KD 1.480 (1.487)] +2024-10-21 12:01:30,524 - Train: 97.39% [1218350/1251000] [973.9/1000.0] [batch_t 0.367 (0.440)] [data_t 0.015] [optim_t 0.352] [lr 0.000035] [CE 3.853 (3.639)] [KD 1.562 (1.438)] +2024-10-21 12:01:52,047 - Train: 97.39% [1218400/1251000] [973.9/1000.0] [batch_t 0.424 (0.430)] [data_t 0.015] [optim_t 0.409] [lr 0.000035] [CE 3.613 (3.684)] [KD 1.376 (1.492)] +2024-10-21 12:02:13,366 - Train: 97.40% [1218450/1251000] [974.0/1000.0] [batch_t 0.442 (0.426)] [data_t 0.015] [optim_t 0.426] [lr 0.000035] [CE 3.719 (3.637)] [KD 1.527 (1.442)] +2024-10-21 12:02:45,097 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.440)] [top1_cnt 41709] [top5_cnt 48261] [top_all 50000] +2024-10-21 12:02:45,097 - net: 83.418 (96.522) +2024-10-21 12:03:06,527 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41792] [top5_cnt 48321] [top_all 50000] +2024-10-21 12:03:06,527 - net_E: 83.584 (96.642) +2024-10-21 12:03:06,681 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.584 (epoch: 974)] +2024-10-21 12:03:06,681 - ==> Total time: 6 days, 12:21:15 Eta: 4:10:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 12:03:24,363 - Train: 97.40% [1218500/1251000] [974.0/1000.0] [batch_t 0.361 (0.502)] [data_t 0.015] [optim_t 0.345] [lr 0.000035] [CE 4.018 (3.645)] [KD 1.463 (1.446)] +2024-10-21 12:03:44,512 - Train: 97.41% [1218550/1251000] [974.1/1000.0] [batch_t 0.426 (0.403)] [data_t 0.015] [optim_t 0.410] [lr 0.000035] [CE 3.605 (3.682)] [KD 1.294 (1.486)] +2024-10-21 12:04:05,826 - Train: 97.41% [1218600/1251000] [974.1/1000.0] [batch_t 0.393 (0.426)] [data_t 0.015] [optim_t 0.378] [lr 0.000035] [CE 3.734 (3.674)] [KD 1.493 (1.471)] +2024-10-21 12:04:27,609 - Train: 97.41% [1218650/1251000] [974.1/1000.0] [batch_t 0.362 (0.436)] [data_t 0.015] [optim_t 0.347] [lr 0.000035] [CE 3.962 (3.679)] [KD 1.639 (1.476)] +2024-10-21 12:04:48,881 - Train: 97.42% [1218700/1251000] [974.2/1000.0] [batch_t 0.415 (0.425)] [data_t 0.015] [optim_t 0.400] [lr 0.000035] [CE 3.787 (3.665)] [KD 1.578 (1.465)] +2024-10-21 12:05:10,172 - Train: 97.42% [1218750/1251000] [974.2/1000.0] [batch_t 0.386 (0.426)] [data_t 0.015] [optim_t 0.371] [lr 0.000035] [CE 3.671 (3.652)] [KD 1.427 (1.473)] +2024-10-21 12:05:31,148 - Train: 97.43% [1218800/1251000] [974.3/1000.0] [batch_t 0.386 (0.419)] [data_t 0.015] [optim_t 0.371] [lr 0.000035] [CE 3.920 (3.634)] [KD 1.581 (1.450)] +2024-10-21 12:05:52,670 - Train: 97.43% [1218850/1251000] [974.3/1000.0] [batch_t 0.417 (0.430)] [data_t 0.015] [optim_t 0.401] [lr 0.000035] [CE 3.890 (3.740)] [KD 1.554 (1.486)] +2024-10-21 12:06:13,799 - Train: 97.43% [1218900/1251000] [974.3/1000.0] [batch_t 0.455 (0.422)] [data_t 0.114] [optim_t 0.341] [lr 0.000035] [CE 3.791 (3.664)] [KD 1.552 (1.468)] +2024-10-21 12:06:35,370 - Train: 97.44% [1218950/1251000] [974.4/1000.0] [batch_t 0.498 (0.431)] [data_t 0.154] [optim_t 0.344] [lr 0.000035] [CE 3.596 (3.728)] [KD 1.438 (1.492)] +2024-10-21 12:06:57,146 - Train: 97.44% [1219000/1251000] [974.4/1000.0] [batch_t 0.409 (0.435)] [data_t 0.067] [optim_t 0.342] [lr 0.000035] [CE 3.912 (3.655)] [KD 1.560 (1.465)] +2024-10-21 12:07:19,006 - Train: 97.45% [1219050/1251000] [974.5/1000.0] [batch_t 0.361 (0.437)] [data_t 0.015] [optim_t 0.345] [lr 0.000035] [CE 3.301 (3.722)] [KD 1.299 (1.490)] +2024-10-21 12:07:41,003 - Train: 97.45% [1219100/1251000] [974.5/1000.0] [batch_t 0.452 (0.440)] [data_t 0.109] [optim_t 0.343] [lr 0.000035] [CE 3.773 (3.752)] [KD 1.525 (1.502)] +2024-10-21 12:08:02,299 - Train: 97.45% [1219150/1251000] [974.5/1000.0] [batch_t 0.427 (0.426)] [data_t 0.084] [optim_t 0.343] [lr 0.000035] [CE 3.784 (3.728)] [KD 1.645 (1.482)] +2024-10-21 12:08:23,534 - Train: 97.46% [1219200/1251000] [974.6/1000.0] [batch_t 0.486 (0.425)] [data_t 0.141] [optim_t 0.345] [lr 0.000035] [CE 4.243 (3.710)] [KD 1.807 (1.492)] +2024-10-21 12:08:44,228 - Train: 97.46% [1219250/1251000] [974.6/1000.0] [batch_t 0.383 (0.414)] [data_t 0.041] [optim_t 0.342] [lr 0.000035] [CE 3.914 (3.645)] [KD 1.461 (1.443)] +2024-10-21 12:09:05,272 - Train: 97.47% [1219300/1251000] [974.7/1000.0] [batch_t 0.395 (0.421)] [data_t 0.015] [optim_t 0.380] [lr 0.000035] [CE 3.619 (3.673)] [KD 1.505 (1.477)] +2024-10-21 12:09:26,166 - Train: 97.47% [1219350/1251000] [974.7/1000.0] [batch_t 0.450 (0.418)] [data_t 0.015] [optim_t 0.434] [lr 0.000035] [CE 3.384 (3.704)] [KD 1.310 (1.483)] +2024-10-21 12:09:46,834 - Train: 97.47% [1219400/1251000] [974.7/1000.0] [batch_t 0.403 (0.413)] [data_t 0.015] [optim_t 0.388] [lr 0.000035] [CE 3.009 (3.610)] [KD 1.085 (1.434)] +2024-10-21 12:10:07,725 - Train: 97.48% [1219450/1251000] [974.8/1000.0] [batch_t 0.547 (0.418)] [data_t 0.015] [optim_t 0.532] [lr 0.000035] [CE 3.360 (3.789)] [KD 1.372 (1.507)] +2024-10-21 12:10:28,689 - Train: 97.48% [1219500/1251000] [974.8/1000.0] [batch_t 0.405 (0.419)] [data_t 0.015] [optim_t 0.390] [lr 0.000035] [CE 3.899 (3.686)] [KD 1.538 (1.461)] +2024-10-21 12:10:50,005 - Train: 97.49% [1219550/1251000] [974.9/1000.0] [batch_t 0.489 (0.426)] [data_t 0.015] [optim_t 0.473] [lr 0.000035] [CE 3.421 (3.676)] [KD 1.451 (1.467)] +2024-10-21 12:11:11,069 - Train: 97.49% [1219600/1251000] [974.9/1000.0] [batch_t 0.495 (0.421)] [data_t 0.015] [optim_t 0.480] [lr 0.000035] [CE 3.400 (3.669)] [KD 1.414 (1.475)] +2024-10-21 12:11:32,170 - Train: 97.49% [1219650/1251000] [974.9/1000.0] [batch_t 0.365 (0.422)] [data_t 0.015] [optim_t 0.349] [lr 0.000035] [CE 3.414 (3.654)] [KD 1.285 (1.459)] +2024-10-21 12:11:53,232 - Train: 97.50% [1219700/1251000] [975.0/1000.0] [batch_t 0.397 (0.421)] [data_t 0.015] [optim_t 0.381] [lr 0.000035] [CE 3.618 (3.680)] [KD 1.461 (1.463)] +2024-10-21 12:12:24,393 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41726] [top5_cnt 48294] [top_all 50000] +2024-10-21 12:12:24,394 - net: 83.452 (96.588) +2024-10-21 12:12:45,259 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 41789] [top5_cnt 48305] [top_all 50000] +2024-10-21 12:12:45,259 - net_E: 83.578 (96.610) +2024-10-21 12:12:45,392 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.584 (epoch: 974)] +2024-10-21 12:12:45,392 - ==> Total time: 6 days, 12:30:54 Eta: 4:00:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 12:13:02,399 - Train: 97.50% [1219750/1251000] [975.0/1000.0] [batch_t 0.363 (0.512)] [data_t 0.015] [optim_t 0.348] [lr 0.000035] [CE 3.985 (3.691)] [KD 1.674 (1.478)] +2024-10-21 12:13:22,411 - Train: 97.51% [1219800/1251000] [975.1/1000.0] [batch_t 0.463 (0.400)] [data_t 0.015] [optim_t 0.447] [lr 0.000035] [CE 3.969 (3.702)] [KD 1.652 (1.484)] +2024-10-21 12:13:43,828 - Train: 97.51% [1219850/1251000] [975.1/1000.0] [batch_t 0.463 (0.428)] [data_t 0.016] [optim_t 0.447] [lr 0.000035] [CE 3.162 (3.624)] [KD 1.195 (1.443)] +2024-10-21 12:14:04,508 - Train: 97.51% [1219900/1251000] [975.1/1000.0] [batch_t 0.427 (0.413)] [data_t 0.015] [optim_t 0.412] [lr 0.000035] [CE 4.030 (3.722)] [KD 1.527 (1.483)] +2024-10-21 12:14:24,992 - Train: 97.52% [1219950/1251000] [975.2/1000.0] [batch_t 0.395 (0.410)] [data_t 0.015] [optim_t 0.380] [lr 0.000035] [CE 3.439 (3.682)] [KD 1.348 (1.480)] +2024-10-21 12:14:45,520 - Train: 97.52% [1220000/1251000] [975.2/1000.0] [batch_t 0.360 (0.410)] [data_t 0.015] [optim_t 0.345] [lr 0.000034] [CE 3.838 (3.617)] [KD 1.545 (1.413)] +2024-10-21 12:15:06,064 - Train: 97.53% [1220050/1251000] [975.3/1000.0] [batch_t 0.423 (0.411)] [data_t 0.015] [optim_t 0.408] [lr 0.000034] [CE 3.688 (3.708)] [KD 1.523 (1.480)] +2024-10-21 12:15:26,870 - Train: 97.53% [1220100/1251000] [975.3/1000.0] [batch_t 0.382 (0.416)] [data_t 0.015] [optim_t 0.366] [lr 0.000034] [CE 3.479 (3.570)] [KD 1.460 (1.423)] +2024-10-21 12:15:47,529 - Train: 97.53% [1220150/1251000] [975.3/1000.0] [batch_t 0.450 (0.413)] [data_t 0.015] [optim_t 0.434] [lr 0.000034] [CE 3.539 (3.729)] [KD 1.418 (1.515)] +2024-10-21 12:16:08,773 - Train: 97.54% [1220200/1251000] [975.4/1000.0] [batch_t 0.493 (0.425)] [data_t 0.015] [optim_t 0.477] [lr 0.000034] [CE 3.600 (3.715)] [KD 1.460 (1.500)] +2024-10-21 12:16:30,265 - Train: 97.54% [1220250/1251000] [975.4/1000.0] [batch_t 0.430 (0.430)] [data_t 0.016] [optim_t 0.414] [lr 0.000034] [CE 3.723 (3.693)] [KD 1.568 (1.494)] +2024-10-21 12:16:51,270 - Train: 97.55% [1220300/1251000] [975.5/1000.0] [batch_t 0.385 (0.420)] [data_t 0.015] [optim_t 0.369] [lr 0.000034] [CE 3.587 (3.712)] [KD 1.406 (1.482)] +2024-10-21 12:17:12,543 - Train: 97.55% [1220350/1251000] [975.5/1000.0] [batch_t 0.412 (0.425)] [data_t 0.015] [optim_t 0.397] [lr 0.000034] [CE 3.691 (3.671)] [KD 1.385 (1.459)] +2024-10-21 12:17:33,469 - Train: 97.55% [1220400/1251000] [975.5/1000.0] [batch_t 0.391 (0.418)] [data_t 0.015] [optim_t 0.375] [lr 0.000034] [CE 3.965 (3.710)] [KD 1.562 (1.474)] +2024-10-21 12:17:54,996 - Train: 97.56% [1220450/1251000] [975.6/1000.0] [batch_t 0.429 (0.430)] [data_t 0.015] [optim_t 0.413] [lr 0.000034] [CE 3.352 (3.659)] [KD 1.359 (1.480)] +2024-10-21 12:18:15,919 - Train: 97.56% [1220500/1251000] [975.6/1000.0] [batch_t 0.368 (0.418)] [data_t 0.015] [optim_t 0.353] [lr 0.000034] [CE 3.514 (3.765)] [KD 1.401 (1.524)] +2024-10-21 12:18:36,768 - Train: 97.57% [1220550/1251000] [975.7/1000.0] [batch_t 0.437 (0.417)] [data_t 0.015] [optim_t 0.421] [lr 0.000034] [CE 3.444 (3.634)] [KD 1.380 (1.455)] +2024-10-21 12:18:57,992 - Train: 97.57% [1220600/1251000] [975.7/1000.0] [batch_t 0.529 (0.424)] [data_t 0.015] [optim_t 0.514] [lr 0.000034] [CE 3.940 (3.652)] [KD 1.620 (1.459)] +2024-10-21 12:19:19,183 - Train: 97.57% [1220650/1251000] [975.7/1000.0] [batch_t 0.363 (0.424)] [data_t 0.015] [optim_t 0.347] [lr 0.000034] [CE 3.513 (3.673)] [KD 1.371 (1.484)] +2024-10-21 12:19:40,775 - Train: 97.58% [1220700/1251000] [975.8/1000.0] [batch_t 0.416 (0.432)] [data_t 0.016] [optim_t 0.400] [lr 0.000034] [CE 3.742 (3.746)] [KD 1.520 (1.492)] +2024-10-21 12:20:01,706 - Train: 97.58% [1220750/1251000] [975.8/1000.0] [batch_t 0.498 (0.419)] [data_t 0.015] [optim_t 0.483] [lr 0.000034] [CE 3.527 (3.680)] [KD 1.447 (1.481)] +2024-10-21 12:20:22,962 - Train: 97.59% [1220800/1251000] [975.9/1000.0] [batch_t 0.365 (0.425)] [data_t 0.015] [optim_t 0.350] [lr 0.000034] [CE 4.036 (3.744)] [KD 1.503 (1.495)] +2024-10-21 12:20:43,524 - Train: 97.59% [1220850/1251000] [975.9/1000.0] [batch_t 0.360 (0.411)] [data_t 0.015] [optim_t 0.345] [lr 0.000034] [CE 3.746 (3.714)] [KD 1.567 (1.494)] +2024-10-21 12:21:04,589 - Train: 97.59% [1220900/1251000] [975.9/1000.0] [batch_t 0.363 (0.421)] [data_t 0.015] [optim_t 0.348] [lr 0.000034] [CE 3.455 (3.696)] [KD 1.299 (1.480)] +2024-10-21 12:21:25,594 - Train: 97.60% [1220950/1251000] [976.0/1000.0] [batch_t 0.388 (0.420)] [data_t 0.015] [optim_t 0.373] [lr 0.000034] [CE 3.534 (3.739)] [KD 1.450 (1.506)] +2024-10-21 12:21:56,677 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41669] [top5_cnt 48275] [top_all 50000] +2024-10-21 12:21:56,678 - net: 83.338 (96.550) +2024-10-21 12:22:17,878 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 41800] [top5_cnt 48304] [top_all 50000] +2024-10-21 12:22:17,878 - net_E: 83.600 (96.608) +2024-10-21 12:22:18,046 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.600 (epoch: 976)] +2024-10-21 12:22:18,047 - ==> Total time: 6 days, 12:40:26 Eta: 3:51:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 12:22:35,118 - Train: 97.60% [1221000/1251000] [976.0/1000.0] [batch_t 0.364 (0.501)] [data_t 0.015] [optim_t 0.349] [lr 0.000034] [CE 3.077 (3.688)] [KD 1.225 (1.490)] +2024-10-21 12:22:54,605 - Train: 97.61% [1221050/1251000] [976.1/1000.0] [batch_t 0.440 (0.390)] [data_t 0.015] [optim_t 0.425] [lr 0.000034] [CE 3.783 (3.755)] [KD 1.514 (1.502)] +2024-10-21 12:23:16,022 - Train: 97.61% [1221100/1251000] [976.1/1000.0] [batch_t 0.463 (0.428)] [data_t 0.015] [optim_t 0.448] [lr 0.000034] [CE 3.721 (3.699)] [KD 1.559 (1.471)] +2024-10-21 12:23:36,820 - Train: 97.61% [1221150/1251000] [976.1/1000.0] [batch_t 0.402 (0.416)] [data_t 0.016] [optim_t 0.386] [lr 0.000034] [CE 2.896 (3.658)] [KD 1.040 (1.457)] +2024-10-21 12:23:57,716 - Train: 97.62% [1221200/1251000] [976.2/1000.0] [batch_t 0.443 (0.418)] [data_t 0.015] [optim_t 0.428] [lr 0.000034] [CE 4.144 (3.701)] [KD 1.681 (1.479)] +2024-10-21 12:24:18,467 - Train: 97.62% [1221250/1251000] [976.2/1000.0] [batch_t 0.359 (0.415)] [data_t 0.015] [optim_t 0.343] [lr 0.000034] [CE 3.223 (3.651)] [KD 1.373 (1.464)] +2024-10-21 12:24:39,225 - Train: 97.63% [1221300/1251000] [976.3/1000.0] [batch_t 0.484 (0.415)] [data_t 0.015] [optim_t 0.468] [lr 0.000034] [CE 4.102 (3.658)] [KD 1.673 (1.458)] +2024-10-21 12:25:00,555 - Train: 97.63% [1221350/1251000] [976.3/1000.0] [batch_t 0.426 (0.426)] [data_t 0.015] [optim_t 0.411] [lr 0.000034] [CE 3.183 (3.687)] [KD 1.296 (1.481)] +2024-10-21 12:25:21,281 - Train: 97.63% [1221400/1251000] [976.3/1000.0] [batch_t 0.456 (0.414)] [data_t 0.015] [optim_t 0.441] [lr 0.000034] [CE 3.392 (3.638)] [KD 1.270 (1.447)] +2024-10-21 12:25:42,358 - Train: 97.64% [1221450/1251000] [976.4/1000.0] [batch_t 0.416 (0.421)] [data_t 0.015] [optim_t 0.401] [lr 0.000034] [CE 3.849 (3.644)] [KD 1.552 (1.453)] +2024-10-21 12:26:02,852 - Train: 97.64% [1221500/1251000] [976.4/1000.0] [batch_t 0.472 (0.410)] [data_t 0.015] [optim_t 0.457] [lr 0.000034] [CE 3.652 (3.666)] [KD 1.530 (1.454)] +2024-10-21 12:26:24,817 - Train: 97.65% [1221550/1251000] [976.5/1000.0] [batch_t 0.481 (0.439)] [data_t 0.015] [optim_t 0.466] [lr 0.000034] [CE 4.281 (3.694)] [KD 1.789 (1.472)] +2024-10-21 12:26:47,095 - Train: 97.65% [1221600/1251000] [976.5/1000.0] [batch_t 0.499 (0.445)] [data_t 0.015] [optim_t 0.484] [lr 0.000034] [CE 4.295 (3.704)] [KD 1.859 (1.485)] +2024-10-21 12:27:09,058 - Train: 97.65% [1221650/1251000] [976.5/1000.0] [batch_t 0.409 (0.439)] [data_t 0.015] [optim_t 0.393] [lr 0.000034] [CE 3.702 (3.725)] [KD 1.395 (1.483)] +2024-10-21 12:27:30,987 - Train: 97.66% [1221700/1251000] [976.6/1000.0] [batch_t 0.451 (0.438)] [data_t 0.015] [optim_t 0.435] [lr 0.000034] [CE 3.524 (3.703)] [KD 1.388 (1.488)] +2024-10-21 12:27:53,157 - Train: 97.66% [1221750/1251000] [976.6/1000.0] [batch_t 0.415 (0.443)] [data_t 0.015] [optim_t 0.400] [lr 0.000034] [CE 3.834 (3.719)] [KD 1.499 (1.489)] +2024-10-21 12:28:14,290 - Train: 97.67% [1221800/1251000] [976.7/1000.0] [batch_t 0.432 (0.423)] [data_t 0.016] [optim_t 0.417] [lr 0.000034] [CE 4.115 (3.698)] [KD 1.637 (1.481)] +2024-10-21 12:28:35,225 - Train: 97.67% [1221850/1251000] [976.7/1000.0] [batch_t 0.454 (0.419)] [data_t 0.015] [optim_t 0.438] [lr 0.000034] [CE 3.529 (3.670)] [KD 1.289 (1.462)] +2024-10-21 12:28:55,988 - Train: 97.67% [1221900/1251000] [976.7/1000.0] [batch_t 0.442 (0.415)] [data_t 0.015] [optim_t 0.426] [lr 0.000034] [CE 3.798 (3.686)] [KD 1.418 (1.467)] +2024-10-21 12:29:17,281 - Train: 97.68% [1221950/1251000] [976.8/1000.0] [batch_t 0.460 (0.426)] [data_t 0.015] [optim_t 0.444] [lr 0.000034] [CE 3.829 (3.774)] [KD 1.590 (1.522)] +2024-10-21 12:29:38,612 - Train: 97.68% [1222000/1251000] [976.8/1000.0] [batch_t 0.465 (0.427)] [data_t 0.015] [optim_t 0.450] [lr 0.000034] [CE 3.651 (3.646)] [KD 1.447 (1.444)] +2024-10-21 12:29:59,072 - Train: 97.69% [1222050/1251000] [976.9/1000.0] [batch_t 0.359 (0.409)] [data_t 0.016] [optim_t 0.343] [lr 0.000034] [CE 3.458 (3.737)] [KD 1.355 (1.504)] +2024-10-21 12:30:20,366 - Train: 97.69% [1222100/1251000] [976.9/1000.0] [batch_t 0.361 (0.426)] [data_t 0.015] [optim_t 0.346] [lr 0.000034] [CE 3.704 (3.704)] [KD 1.406 (1.480)] +2024-10-21 12:30:41,140 - Train: 97.69% [1222150/1251000] [976.9/1000.0] [batch_t 0.397 (0.415)] [data_t 0.015] [optim_t 0.382] [lr 0.000034] [CE 3.788 (3.652)] [KD 1.425 (1.459)] +2024-10-21 12:31:02,423 - Train: 97.70% [1222200/1251000] [977.0/1000.0] [batch_t 0.411 (0.426)] [data_t 0.015] [optim_t 0.395] [lr 0.000034] [CE 3.950 (3.688)] [KD 1.622 (1.464)] +2024-10-21 12:31:34,783 - Test (net): 100.00% [50/50] [batch_t 0.145 (0.429)] [top1_cnt 41692] [top5_cnt 48272] [top_all 50000] +2024-10-21 12:31:34,784 - net: 83.384 (96.544) +2024-10-21 12:31:56,000 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.417)] [top1_cnt 41823] [top5_cnt 48305] [top_all 50000] +2024-10-21 12:31:56,001 - net_E: 83.646 (96.610) +2024-10-21 12:31:56,183 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 12:31:56,183 - ==> Total time: 6 days, 12:50:04 Eta: 3:41:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 12:32:12,990 - Train: 97.70% [1222250/1251000] [977.0/1000.0] [batch_t 0.358 (0.513)] [data_t 0.016] [optim_t 0.342] [lr 0.000034] [CE 3.952 (3.679)] [KD 1.621 (1.485)] +2024-10-21 12:32:32,758 - Train: 97.71% [1222300/1251000] [977.1/1000.0] [batch_t 0.361 (0.395)] [data_t 0.015] [optim_t 0.346] [lr 0.000034] [CE 3.680 (3.709)] [KD 1.392 (1.486)] +2024-10-21 12:32:53,367 - Train: 97.71% [1222350/1251000] [977.1/1000.0] [batch_t 0.362 (0.412)] [data_t 0.015] [optim_t 0.346] [lr 0.000034] [CE 3.810 (3.645)] [KD 1.441 (1.452)] +2024-10-21 12:33:14,554 - Train: 97.71% [1222400/1251000] [977.1/1000.0] [batch_t 0.777 (0.424)] [data_t 0.015] [optim_t 0.762] [lr 0.000034] [CE 4.002 (3.721)] [KD 1.645 (1.486)] +2024-10-21 12:33:35,315 - Train: 97.72% [1222450/1251000] [977.2/1000.0] [batch_t 0.407 (0.415)] [data_t 0.015] [optim_t 0.391] [lr 0.000034] [CE 3.893 (3.686)] [KD 1.495 (1.464)] +2024-10-21 12:33:56,674 - Train: 97.72% [1222500/1251000] [977.2/1000.0] [batch_t 0.412 (0.427)] [data_t 0.015] [optim_t 0.397] [lr 0.000034] [CE 3.195 (3.635)] [KD 1.208 (1.437)] +2024-10-21 12:34:18,659 - Train: 97.73% [1222550/1251000] [977.3/1000.0] [batch_t 0.410 (0.440)] [data_t 0.015] [optim_t 0.395] [lr 0.000034] [CE 3.628 (3.687)] [KD 1.365 (1.469)] +2024-10-21 12:34:40,282 - Train: 97.73% [1222600/1251000] [977.3/1000.0] [batch_t 0.435 (0.432)] [data_t 0.015] [optim_t 0.419] [lr 0.000034] [CE 3.767 (3.697)] [KD 1.560 (1.484)] +2024-10-21 12:35:02,324 - Train: 97.73% [1222650/1251000] [977.3/1000.0] [batch_t 0.488 (0.441)] [data_t 0.015] [optim_t 0.473] [lr 0.000034] [CE 3.293 (3.686)] [KD 1.263 (1.456)] +2024-10-21 12:35:23,167 - Train: 97.74% [1222700/1251000] [977.4/1000.0] [batch_t 0.375 (0.417)] [data_t 0.016] [optim_t 0.359] [lr 0.000034] [CE 3.796 (3.714)] [KD 1.426 (1.489)] +2024-10-21 12:35:43,907 - Train: 97.74% [1222750/1251000] [977.4/1000.0] [batch_t 0.361 (0.415)] [data_t 0.016] [optim_t 0.345] [lr 0.000034] [CE 3.813 (3.729)] [KD 1.554 (1.499)] +2024-10-21 12:36:04,140 - Train: 97.75% [1222800/1251000] [977.5/1000.0] [batch_t 0.403 (0.405)] [data_t 0.016] [optim_t 0.388] [lr 0.000034] [CE 3.645 (3.709)] [KD 1.373 (1.479)] +2024-10-21 12:36:25,449 - Train: 97.75% [1222850/1251000] [977.5/1000.0] [batch_t 0.453 (0.426)] [data_t 0.015] [optim_t 0.438] [lr 0.000034] [CE 3.494 (3.706)] [KD 1.360 (1.479)] +2024-10-21 12:36:47,183 - Train: 97.75% [1222900/1251000] [977.5/1000.0] [batch_t 0.508 (0.435)] [data_t 0.015] [optim_t 0.492] [lr 0.000034] [CE 3.442 (3.657)] [KD 1.388 (1.470)] +2024-10-21 12:37:08,562 - Train: 97.76% [1222950/1251000] [977.6/1000.0] [batch_t 0.483 (0.427)] [data_t 0.015] [optim_t 0.467] [lr 0.000034] [CE 3.727 (3.672)] [KD 1.537 (1.465)] +2024-10-21 12:37:30,147 - Train: 97.76% [1223000/1251000] [977.6/1000.0] [batch_t 0.453 (0.432)] [data_t 0.015] [optim_t 0.438] [lr 0.000034] [CE 3.617 (3.717)] [KD 1.475 (1.493)] +2024-10-21 12:37:51,541 - Train: 97.77% [1223050/1251000] [977.7/1000.0] [batch_t 0.457 (0.428)] [data_t 0.015] [optim_t 0.442] [lr 0.000034] [CE 3.882 (3.712)] [KD 1.554 (1.479)] +2024-10-21 12:38:12,845 - Train: 97.77% [1223100/1251000] [977.7/1000.0] [batch_t 0.396 (0.426)] [data_t 0.015] [optim_t 0.380] [lr 0.000034] [CE 3.384 (3.719)] [KD 1.332 (1.482)] +2024-10-21 12:38:34,215 - Train: 97.77% [1223150/1251000] [977.7/1000.0] [batch_t 0.499 (0.427)] [data_t 0.016] [optim_t 0.483] [lr 0.000034] [CE 3.810 (3.666)] [KD 1.595 (1.468)] +2024-10-21 12:38:55,176 - Train: 97.78% [1223200/1251000] [977.8/1000.0] [batch_t 0.447 (0.419)] [data_t 0.015] [optim_t 0.432] [lr 0.000034] [CE 3.757 (3.682)] [KD 1.431 (1.477)] +2024-10-21 12:39:16,168 - Train: 97.78% [1223250/1251000] [977.8/1000.0] [batch_t 0.413 (0.420)] [data_t 0.016] [optim_t 0.397] [lr 0.000034] [CE 4.007 (3.620)] [KD 1.700 (1.442)] +2024-10-21 12:39:37,626 - Train: 97.79% [1223300/1251000] [977.9/1000.0] [batch_t 0.453 (0.429)] [data_t 0.015] [optim_t 0.437] [lr 0.000034] [CE 4.205 (3.689)] [KD 1.678 (1.466)] +2024-10-21 12:39:58,808 - Train: 97.79% [1223350/1251000] [977.9/1000.0] [batch_t 0.495 (0.424)] [data_t 0.015] [optim_t 0.480] [lr 0.000034] [CE 3.132 (3.632)] [KD 1.311 (1.452)] +2024-10-21 12:40:19,905 - Train: 97.79% [1223400/1251000] [977.9/1000.0] [batch_t 0.475 (0.422)] [data_t 0.015] [optim_t 0.460] [lr 0.000034] [CE 3.527 (3.736)] [KD 1.373 (1.479)] +2024-10-21 12:40:41,530 - Train: 97.80% [1223450/1251000] [978.0/1000.0] [batch_t 0.477 (0.432)] [data_t 0.015] [optim_t 0.462] [lr 0.000034] [CE 3.591 (3.726)] [KD 1.386 (1.481)] +2024-10-21 12:41:15,167 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.444)] [top1_cnt 41698] [top5_cnt 48291] [top_all 50000] +2024-10-21 12:41:15,167 - net: 83.396 (96.582) +2024-10-21 12:41:36,813 - Test (net_E): 100.00% [50/50] [batch_t 0.143 (0.427)] [top1_cnt 41802] [top5_cnt 48313] [top_all 50000] +2024-10-21 12:41:36,813 - net_E: 83.604 (96.626) +2024-10-21 12:41:36,988 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 12:41:36,989 - ==> Total time: 6 days, 12:59:45 Eta: 3:31:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 12:41:51,995 - Train: 97.80% [1223500/1251000] [978.0/1000.0] [batch_t 0.358 (0.624)] [data_t 0.015] [optim_t 0.343] [lr 0.000034] [CE 3.400 (3.649)] [KD 1.396 (1.456)] +2024-10-21 12:42:12,439 - Train: 97.81% [1223550/1251000] [978.1/1000.0] [batch_t 0.358 (0.409)] [data_t 0.015] [optim_t 0.342] [lr 0.000034] [CE 3.854 (3.706)] [KD 1.621 (1.483)] +2024-10-21 12:42:33,945 - Train: 97.81% [1223600/1251000] [978.1/1000.0] [batch_t 0.441 (0.430)] [data_t 0.015] [optim_t 0.426] [lr 0.000034] [CE 3.732 (3.628)] [KD 1.467 (1.445)] +2024-10-21 12:42:56,006 - Train: 97.81% [1223650/1251000] [978.1/1000.0] [batch_t 0.497 (0.441)] [data_t 0.016] [optim_t 0.481] [lr 0.000034] [CE 3.939 (3.733)] [KD 1.644 (1.504)] +2024-10-21 12:43:17,828 - Train: 97.82% [1223700/1251000] [978.2/1000.0] [batch_t 0.363 (0.436)] [data_t 0.015] [optim_t 0.347] [lr 0.000033] [CE 4.127 (3.698)] [KD 1.648 (1.480)] +2024-10-21 12:43:39,403 - Train: 97.82% [1223750/1251000] [978.2/1000.0] [batch_t 0.470 (0.431)] [data_t 0.015] [optim_t 0.455] [lr 0.000033] [CE 3.784 (3.640)] [KD 1.417 (1.448)] +2024-10-21 12:44:00,387 - Train: 97.83% [1223800/1251000] [978.3/1000.0] [batch_t 0.440 (0.420)] [data_t 0.015] [optim_t 0.425] [lr 0.000033] [CE 3.582 (3.788)] [KD 1.578 (1.509)] +2024-10-21 12:44:21,475 - Train: 97.83% [1223850/1251000] [978.3/1000.0] [batch_t 0.380 (0.422)] [data_t 0.015] [optim_t 0.364] [lr 0.000033] [CE 3.730 (3.645)] [KD 1.528 (1.446)] +2024-10-21 12:44:42,486 - Train: 97.83% [1223900/1251000] [978.3/1000.0] [batch_t 0.417 (0.420)] [data_t 0.015] [optim_t 0.401] [lr 0.000033] [CE 3.609 (3.692)] [KD 1.452 (1.471)] +2024-10-21 12:45:03,703 - Train: 97.84% [1223950/1251000] [978.4/1000.0] [batch_t 0.413 (0.424)] [data_t 0.015] [optim_t 0.397] [lr 0.000033] [CE 3.774 (3.712)] [KD 1.427 (1.477)] +2024-10-21 12:45:25,098 - Train: 97.84% [1224000/1251000] [978.4/1000.0] [batch_t 0.384 (0.428)] [data_t 0.015] [optim_t 0.369] [lr 0.000033] [CE 3.280 (3.693)] [KD 1.251 (1.473)] +2024-10-21 12:45:46,467 - Train: 97.85% [1224050/1251000] [978.5/1000.0] [batch_t 0.476 (0.427)] [data_t 0.015] [optim_t 0.461] [lr 0.000033] [CE 3.602 (3.677)] [KD 1.414 (1.468)] +2024-10-21 12:46:07,539 - Train: 97.85% [1224100/1251000] [978.5/1000.0] [batch_t 0.422 (0.421)] [data_t 0.015] [optim_t 0.407] [lr 0.000033] [CE 3.498 (3.730)] [KD 1.439 (1.481)] +2024-10-21 12:46:29,319 - Train: 97.85% [1224150/1251000] [978.5/1000.0] [batch_t 0.429 (0.436)] [data_t 0.015] [optim_t 0.413] [lr 0.000033] [CE 4.119 (3.697)] [KD 1.692 (1.481)] +2024-10-21 12:46:50,884 - Train: 97.86% [1224200/1251000] [978.6/1000.0] [batch_t 0.447 (0.431)] [data_t 0.015] [optim_t 0.432] [lr 0.000033] [CE 3.942 (3.662)] [KD 1.738 (1.463)] +2024-10-21 12:47:12,755 - Train: 97.86% [1224250/1251000] [978.6/1000.0] [batch_t 0.509 (0.437)] [data_t 0.015] [optim_t 0.494] [lr 0.000033] [CE 3.979 (3.742)] [KD 1.737 (1.501)] +2024-10-21 12:47:34,783 - Train: 97.87% [1224300/1251000] [978.7/1000.0] [batch_t 0.376 (0.440)] [data_t 0.015] [optim_t 0.360] [lr 0.000033] [CE 3.880 (3.704)] [KD 1.637 (1.475)] +2024-10-21 12:47:56,796 - Train: 97.87% [1224350/1251000] [978.7/1000.0] [batch_t 0.465 (0.440)] [data_t 0.015] [optim_t 0.450] [lr 0.000033] [CE 3.492 (3.690)] [KD 1.233 (1.471)] +2024-10-21 12:48:18,994 - Train: 97.87% [1224400/1251000] [978.7/1000.0] [batch_t 0.484 (0.444)] [data_t 0.016] [optim_t 0.468] [lr 0.000033] [CE 3.774 (3.678)] [KD 1.554 (1.469)] +2024-10-21 12:48:41,301 - Train: 97.88% [1224450/1251000] [978.8/1000.0] [batch_t 0.508 (0.446)] [data_t 0.015] [optim_t 0.492] [lr 0.000033] [CE 3.781 (3.730)] [KD 1.530 (1.489)] +2024-10-21 12:49:03,242 - Train: 97.88% [1224500/1251000] [978.8/1000.0] [batch_t 0.411 (0.439)] [data_t 0.015] [optim_t 0.396] [lr 0.000033] [CE 3.760 (3.682)] [KD 1.531 (1.474)] +2024-10-21 12:49:25,156 - Train: 97.89% [1224550/1251000] [978.9/1000.0] [batch_t 0.456 (0.438)] [data_t 0.015] [optim_t 0.441] [lr 0.000033] [CE 3.856 (3.690)] [KD 1.610 (1.470)] +2024-10-21 12:49:47,491 - Train: 97.89% [1224600/1251000] [978.9/1000.0] [batch_t 0.391 (0.447)] [data_t 0.015] [optim_t 0.376] [lr 0.000033] [CE 3.576 (3.679)] [KD 1.338 (1.466)] +2024-10-21 12:50:08,761 - Train: 97.89% [1224650/1251000] [978.9/1000.0] [batch_t 0.416 (0.425)] [data_t 0.015] [optim_t 0.401] [lr 0.000033] [CE 3.777 (3.741)] [KD 1.560 (1.503)] +2024-10-21 12:50:30,534 - Train: 97.90% [1224700/1251000] [979.0/1000.0] [batch_t 0.366 (0.435)] [data_t 0.015] [optim_t 0.350] [lr 0.000033] [CE 3.650 (3.744)] [KD 1.481 (1.500)] +2024-10-21 12:51:03,260 - Test (net): 100.00% [50/50] [batch_t 0.144 (0.417)] [top1_cnt 41696] [top5_cnt 48286] [top_all 50000] +2024-10-21 12:51:03,261 - net: 83.392 (96.572) +2024-10-21 12:51:24,729 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41796] [top5_cnt 48319] [top_all 50000] +2024-10-21 12:51:24,729 - net_E: 83.592 (96.638) +2024-10-21 12:51:24,883 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 12:51:24,884 - ==> Total time: 6 days, 13:09:33 Eta: 3:22:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 12:51:38,593 - Train: 97.90% [1224750/1251000] [979.0/1000.0] [batch_t 0.361 (0.587)] [data_t 0.015] [optim_t 0.346] [lr 0.000033] [CE 3.756 (3.659)] [KD 1.536 (1.491)] +2024-10-21 12:52:00,049 - Train: 97.91% [1224800/1251000] [979.1/1000.0] [batch_t 0.456 (0.429)] [data_t 0.015] [optim_t 0.441] [lr 0.000033] [CE 3.672 (3.641)] [KD 1.611 (1.446)] +2024-10-21 12:52:22,398 - Train: 97.91% [1224850/1251000] [979.1/1000.0] [batch_t 0.455 (0.447)] [data_t 0.016] [optim_t 0.440] [lr 0.000033] [CE 3.899 (3.687)] [KD 1.486 (1.458)] +2024-10-21 12:52:44,204 - Train: 97.91% [1224900/1251000] [979.1/1000.0] [batch_t 0.464 (0.436)] [data_t 0.015] [optim_t 0.448] [lr 0.000033] [CE 3.963 (3.687)] [KD 1.580 (1.472)] +2024-10-21 12:53:06,225 - Train: 97.92% [1224950/1251000] [979.2/1000.0] [batch_t 0.494 (0.440)] [data_t 0.015] [optim_t 0.479] [lr 0.000033] [CE 3.230 (3.746)] [KD 1.226 (1.501)] +2024-10-21 12:53:27,993 - Train: 97.92% [1225000/1251000] [979.2/1000.0] [batch_t 0.360 (0.435)] [data_t 0.015] [optim_t 0.344] [lr 0.000033] [CE 3.905 (3.709)] [KD 1.545 (1.477)] +2024-10-21 12:53:50,242 - Train: 97.93% [1225050/1251000] [979.3/1000.0] [batch_t 0.447 (0.445)] [data_t 0.015] [optim_t 0.432] [lr 0.000033] [CE 3.662 (3.726)] [KD 1.538 (1.498)] +2024-10-21 12:54:11,953 - Train: 97.93% [1225100/1251000] [979.3/1000.0] [batch_t 0.402 (0.434)] [data_t 0.015] [optim_t 0.387] [lr 0.000033] [CE 3.885 (3.715)] [KD 1.637 (1.485)] +2024-10-21 12:54:33,847 - Train: 97.93% [1225150/1251000] [979.3/1000.0] [batch_t 0.465 (0.438)] [data_t 0.015] [optim_t 0.449] [lr 0.000033] [CE 3.397 (3.718)] [KD 1.407 (1.485)] +2024-10-21 12:54:55,889 - Train: 97.94% [1225200/1251000] [979.4/1000.0] [batch_t 0.359 (0.441)] [data_t 0.016] [optim_t 0.343] [lr 0.000033] [CE 3.437 (3.686)] [KD 1.330 (1.471)] +2024-10-21 12:55:17,113 - Train: 97.94% [1225250/1251000] [979.4/1000.0] [batch_t 0.489 (0.424)] [data_t 0.015] [optim_t 0.474] [lr 0.000033] [CE 3.839 (3.745)] [KD 1.443 (1.500)] +2024-10-21 12:55:38,122 - Train: 97.95% [1225300/1251000] [979.5/1000.0] [batch_t 0.394 (0.420)] [data_t 0.015] [optim_t 0.379] [lr 0.000033] [CE 3.853 (3.643)] [KD 1.695 (1.471)] +2024-10-21 12:55:59,582 - Train: 97.95% [1225350/1251000] [979.5/1000.0] [batch_t 0.458 (0.429)] [data_t 0.016] [optim_t 0.443] [lr 0.000033] [CE 3.747 (3.734)] [KD 1.595 (1.471)] +2024-10-21 12:56:21,453 - Train: 97.95% [1225400/1251000] [979.5/1000.0] [batch_t 0.405 (0.437)] [data_t 0.015] [optim_t 0.390] [lr 0.000033] [CE 4.144 (3.715)] [KD 1.693 (1.486)] +2024-10-21 12:56:43,240 - Train: 97.96% [1225450/1251000] [979.6/1000.0] [batch_t 0.442 (0.436)] [data_t 0.015] [optim_t 0.427] [lr 0.000033] [CE 4.028 (3.742)] [KD 1.670 (1.489)] +2024-10-21 12:57:04,883 - Train: 97.96% [1225500/1251000] [979.6/1000.0] [batch_t 0.360 (0.433)] [data_t 0.015] [optim_t 0.344] [lr 0.000033] [CE 3.731 (3.620)] [KD 1.425 (1.439)] +2024-10-21 12:57:26,722 - Train: 97.97% [1225550/1251000] [979.7/1000.0] [batch_t 0.370 (0.437)] [data_t 0.015] [optim_t 0.355] [lr 0.000033] [CE 3.894 (3.692)] [KD 1.607 (1.464)] +2024-10-21 12:57:48,512 - Train: 97.97% [1225600/1251000] [979.7/1000.0] [batch_t 0.495 (0.436)] [data_t 0.015] [optim_t 0.480] [lr 0.000033] [CE 3.625 (3.738)] [KD 1.500 (1.504)] +2024-10-21 12:58:09,880 - Train: 97.97% [1225650/1251000] [979.7/1000.0] [batch_t 0.360 (0.427)] [data_t 0.015] [optim_t 0.344] [lr 0.000033] [CE 3.841 (3.703)] [KD 1.420 (1.484)] +2024-10-21 12:58:31,481 - Train: 97.98% [1225700/1251000] [979.8/1000.0] [batch_t 0.360 (0.432)] [data_t 0.015] [optim_t 0.345] [lr 0.000033] [CE 3.862 (3.613)] [KD 1.627 (1.454)] +2024-10-21 12:58:53,334 - Train: 97.98% [1225750/1251000] [979.8/1000.0] [batch_t 0.433 (0.437)] [data_t 0.015] [optim_t 0.418] [lr 0.000033] [CE 3.634 (3.694)] [KD 1.362 (1.473)] +2024-10-21 12:59:15,152 - Train: 97.99% [1225800/1251000] [979.9/1000.0] [batch_t 0.430 (0.436)] [data_t 0.015] [optim_t 0.415] [lr 0.000033] [CE 3.736 (3.666)] [KD 1.596 (1.466)] +2024-10-21 12:59:36,464 - Train: 97.99% [1225850/1251000] [979.9/1000.0] [batch_t 0.448 (0.426)] [data_t 0.015] [optim_t 0.433] [lr 0.000033] [CE 3.592 (3.708)] [KD 1.370 (1.463)] +2024-10-21 12:59:57,015 - Train: 97.99% [1225900/1251000] [979.9/1000.0] [batch_t 0.458 (0.411)] [data_t 0.015] [optim_t 0.443] [lr 0.000033] [CE 4.006 (3.612)] [KD 1.607 (1.440)] +2024-10-21 13:00:17,849 - Train: 98.00% [1225950/1251000] [980.0/1000.0] [batch_t 0.439 (0.417)] [data_t 0.015] [optim_t 0.423] [lr 0.000033] [CE 2.910 (3.659)] [KD 1.137 (1.469)] +2024-10-21 13:00:51,272 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.432)] [top1_cnt 41696] [top5_cnt 48267] [top_all 50000] +2024-10-21 13:00:51,273 - net: 83.392 (96.534) +2024-10-21 13:01:12,372 - Test (net_E): 100.00% [50/50] [batch_t 0.131 (0.416)] [top1_cnt 41812] [top5_cnt 48324] [top_all 50000] +2024-10-21 13:01:12,373 - net_E: 83.624 (96.648) +2024-10-21 13:01:12,517 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 13:01:12,517 - ==> Total time: 6 days, 13:19:21 Eta: 3:12:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 13:01:26,303 - Train: 98.00% [1226000/1251000] [980.0/1000.0] [batch_t 0.358 (0.625)] [data_t 0.015] [optim_t 0.343] [lr 0.000033] [CE 3.529 (3.704)] [KD 1.385 (1.469)] +2024-10-21 13:01:46,939 - Train: 98.01% [1226050/1251000] [980.1/1000.0] [batch_t 0.414 (0.413)] [data_t 0.015] [optim_t 0.398] [lr 0.000033] [CE 3.559 (3.618)] [KD 1.329 (1.425)] +2024-10-21 13:02:07,969 - Train: 98.01% [1226100/1251000] [980.1/1000.0] [batch_t 0.461 (0.420)] [data_t 0.015] [optim_t 0.446] [lr 0.000033] [CE 3.764 (3.620)] [KD 1.448 (1.425)] +2024-10-21 13:02:29,501 - Train: 98.01% [1226150/1251000] [980.1/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.345] [lr 0.000033] [CE 4.004 (3.716)] [KD 1.583 (1.476)] +2024-10-21 13:02:50,610 - Train: 98.02% [1226200/1251000] [980.2/1000.0] [batch_t 0.453 (0.422)] [data_t 0.015] [optim_t 0.438] [lr 0.000033] [CE 3.285 (3.675)] [KD 1.306 (1.469)] +2024-10-21 13:03:11,671 - Train: 98.02% [1226250/1251000] [980.2/1000.0] [batch_t 0.380 (0.421)] [data_t 0.015] [optim_t 0.365] [lr 0.000033] [CE 3.673 (3.639)] [KD 1.350 (1.436)] +2024-10-21 13:03:33,126 - Train: 98.03% [1226300/1251000] [980.3/1000.0] [batch_t 0.402 (0.429)] [data_t 0.015] [optim_t 0.386] [lr 0.000033] [CE 3.680 (3.692)] [KD 1.468 (1.464)] +2024-10-21 13:03:54,265 - Train: 98.03% [1226350/1251000] [980.3/1000.0] [batch_t 0.432 (0.423)] [data_t 0.015] [optim_t 0.416] [lr 0.000033] [CE 3.683 (3.705)] [KD 1.425 (1.478)] +2024-10-21 13:04:15,740 - Train: 98.03% [1226400/1251000] [980.3/1000.0] [batch_t 0.444 (0.429)] [data_t 0.015] [optim_t 0.428] [lr 0.000033] [CE 3.710 (3.641)] [KD 1.450 (1.449)] +2024-10-21 13:04:36,895 - Train: 98.04% [1226450/1251000] [980.4/1000.0] [batch_t 0.454 (0.423)] [data_t 0.015] [optim_t 0.439] [lr 0.000033] [CE 3.785 (3.733)] [KD 1.552 (1.499)] +2024-10-21 13:04:58,320 - Train: 98.04% [1226500/1251000] [980.4/1000.0] [batch_t 0.380 (0.428)] [data_t 0.015] [optim_t 0.364] [lr 0.000033] [CE 3.776 (3.743)] [KD 1.385 (1.498)] +2024-10-21 13:05:19,774 - Train: 98.05% [1226550/1251000] [980.5/1000.0] [batch_t 0.413 (0.429)] [data_t 0.015] [optim_t 0.398] [lr 0.000033] [CE 3.843 (3.705)] [KD 1.450 (1.470)] +2024-10-21 13:05:41,116 - Train: 98.05% [1226600/1251000] [980.5/1000.0] [batch_t 0.451 (0.427)] [data_t 0.015] [optim_t 0.436] [lr 0.000033] [CE 3.520 (3.654)] [KD 1.450 (1.445)] +2024-10-21 13:06:01,979 - Train: 98.05% [1226650/1251000] [980.5/1000.0] [batch_t 0.443 (0.417)] [data_t 0.016] [optim_t 0.427] [lr 0.000033] [CE 3.795 (3.760)] [KD 1.449 (1.514)] +2024-10-21 13:06:22,970 - Train: 98.06% [1226700/1251000] [980.6/1000.0] [batch_t 0.471 (0.420)] [data_t 0.015] [optim_t 0.455] [lr 0.000033] [CE 3.856 (3.695)] [KD 1.530 (1.476)] +2024-10-21 13:06:44,101 - Train: 98.06% [1226750/1251000] [980.6/1000.0] [batch_t 0.432 (0.423)] [data_t 0.015] [optim_t 0.416] [lr 0.000033] [CE 3.413 (3.660)] [KD 1.369 (1.455)] +2024-10-21 13:07:05,000 - Train: 98.07% [1226800/1251000] [980.7/1000.0] [batch_t 0.449 (0.418)] [data_t 0.016] [optim_t 0.433] [lr 0.000033] [CE 3.729 (3.679)] [KD 1.563 (1.472)] +2024-10-21 13:07:26,240 - Train: 98.07% [1226850/1251000] [980.7/1000.0] [batch_t 0.444 (0.425)] [data_t 0.015] [optim_t 0.428] [lr 0.000033] [CE 3.462 (3.655)] [KD 1.379 (1.440)] +2024-10-21 13:07:47,304 - Train: 98.07% [1226900/1251000] [980.7/1000.0] [batch_t 0.399 (0.421)] [data_t 0.015] [optim_t 0.384] [lr 0.000033] [CE 3.494 (3.676)] [KD 1.367 (1.452)] +2024-10-21 13:08:08,456 - Train: 98.08% [1226950/1251000] [980.8/1000.0] [batch_t 0.394 (0.423)] [data_t 0.015] [optim_t 0.379] [lr 0.000033] [CE 3.178 (3.715)] [KD 1.292 (1.473)] +2024-10-21 13:08:29,539 - Train: 98.08% [1227000/1251000] [980.8/1000.0] [batch_t 0.404 (0.422)] [data_t 0.015] [optim_t 0.388] [lr 0.000033] [CE 3.498 (3.708)] [KD 1.308 (1.486)] +2024-10-21 13:08:50,897 - Train: 98.09% [1227050/1251000] [980.9/1000.0] [batch_t 0.359 (0.427)] [data_t 0.016] [optim_t 0.343] [lr 0.000033] [CE 3.860 (3.707)] [KD 1.568 (1.470)] +2024-10-21 13:09:12,471 - Train: 98.09% [1227100/1251000] [980.9/1000.0] [batch_t 0.459 (0.431)] [data_t 0.015] [optim_t 0.444] [lr 0.000033] [CE 3.578 (3.648)] [KD 1.449 (1.459)] +2024-10-21 13:09:34,551 - Train: 98.09% [1227150/1251000] [980.9/1000.0] [batch_t 0.488 (0.441)] [data_t 0.015] [optim_t 0.473] [lr 0.000033] [CE 3.820 (3.668)] [KD 1.517 (1.462)] +2024-10-21 13:09:56,268 - Train: 98.10% [1227200/1251000] [981.0/1000.0] [batch_t 0.441 (0.434)] [data_t 0.015] [optim_t 0.425] [lr 0.000033] [CE 3.406 (3.691)] [KD 1.327 (1.499)] +2024-10-21 13:10:30,078 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.420)] [top1_cnt 41712] [top5_cnt 48302] [top_all 50000] +2024-10-21 13:10:30,078 - net: 83.424 (96.604) +2024-10-21 13:10:51,499 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.422)] [top1_cnt 41812] [top5_cnt 48319] [top_all 50000] +2024-10-21 13:10:51,500 - net_E: 83.624 (96.638) +2024-10-21 13:10:51,686 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 13:10:51,687 - ==> Total time: 6 days, 13:29:00 Eta: 3:03:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 13:11:05,159 - Train: 98.10% [1227250/1251000] [981.0/1000.0] [batch_t 0.361 (0.627)] [data_t 0.015] [optim_t 0.345] [lr 0.000033] [CE 3.869 (3.696)] [KD 1.637 (1.490)] +2024-10-21 13:11:26,913 - Train: 98.11% [1227300/1251000] [981.1/1000.0] [batch_t 0.459 (0.435)] [data_t 0.117] [optim_t 0.342] [lr 0.000033] [CE 3.313 (3.736)] [KD 1.351 (1.491)] +2024-10-21 13:11:49,302 - Train: 98.11% [1227350/1251000] [981.1/1000.0] [batch_t 0.477 (0.448)] [data_t 0.134] [optim_t 0.342] [lr 0.000033] [CE 3.456 (3.725)] [KD 1.462 (1.491)] +2024-10-21 13:12:11,136 - Train: 98.11% [1227400/1251000] [981.1/1000.0] [batch_t 0.392 (0.437)] [data_t 0.047] [optim_t 0.345] [lr 0.000033] [CE 3.608 (3.679)] [KD 1.418 (1.477)] +2024-10-21 13:12:33,115 - Train: 98.12% [1227450/1251000] [981.2/1000.0] [batch_t 0.437 (0.439)] [data_t 0.095] [optim_t 0.343] [lr 0.000033] [CE 3.912 (3.673)] [KD 1.652 (1.469)] +2024-10-21 13:12:54,869 - Train: 98.12% [1227500/1251000] [981.2/1000.0] [batch_t 0.440 (0.435)] [data_t 0.099] [optim_t 0.341] [lr 0.000033] [CE 3.400 (3.714)] [KD 1.368 (1.481)] +2024-10-21 13:13:15,845 - Train: 98.13% [1227550/1251000] [981.3/1000.0] [batch_t 0.405 (0.419)] [data_t 0.060] [optim_t 0.345] [lr 0.000033] [CE 3.780 (3.720)] [KD 1.486 (1.493)] +2024-10-21 13:13:36,634 - Train: 98.13% [1227600/1251000] [981.3/1000.0] [batch_t 0.458 (0.416)] [data_t 0.115] [optim_t 0.343] [lr 0.000033] [CE 3.778 (3.723)] [KD 1.552 (1.483)] +2024-10-21 13:13:58,235 - Train: 98.13% [1227650/1251000] [981.3/1000.0] [batch_t 0.363 (0.432)] [data_t 0.015] [optim_t 0.347] [lr 0.000033] [CE 3.685 (3.650)] [KD 1.417 (1.454)] +2024-10-21 13:14:19,728 - Train: 98.14% [1227700/1251000] [981.4/1000.0] [batch_t 0.357 (0.430)] [data_t 0.015] [optim_t 0.342] [lr 0.000033] [CE 3.765 (3.698)] [KD 1.470 (1.461)] +2024-10-21 13:14:40,918 - Train: 98.14% [1227750/1251000] [981.4/1000.0] [batch_t 0.430 (0.424)] [data_t 0.015] [optim_t 0.414] [lr 0.000033] [CE 3.349 (3.709)] [KD 1.395 (1.467)] +2024-10-21 13:15:02,393 - Train: 98.15% [1227800/1251000] [981.5/1000.0] [batch_t 0.372 (0.429)] [data_t 0.015] [optim_t 0.356] [lr 0.000033] [CE 3.453 (3.630)] [KD 1.347 (1.446)] +2024-10-21 13:15:23,363 - Train: 98.15% [1227850/1251000] [981.5/1000.0] [batch_t 0.439 (0.419)] [data_t 0.015] [optim_t 0.424] [lr 0.000033] [CE 3.644 (3.683)] [KD 1.368 (1.467)] +2024-10-21 13:15:44,638 - Train: 98.15% [1227900/1251000] [981.5/1000.0] [batch_t 0.361 (0.425)] [data_t 0.015] [optim_t 0.345] [lr 0.000032] [CE 3.573 (3.659)] [KD 1.351 (1.460)] +2024-10-21 13:16:06,036 - Train: 98.16% [1227950/1251000] [981.6/1000.0] [batch_t 0.367 (0.428)] [data_t 0.015] [optim_t 0.351] [lr 0.000032] [CE 3.416 (3.680)] [KD 1.456 (1.465)] +2024-10-21 13:16:27,269 - Train: 98.16% [1228000/1251000] [981.6/1000.0] [batch_t 0.503 (0.425)] [data_t 0.016] [optim_t 0.487] [lr 0.000032] [CE 4.036 (3.668)] [KD 1.556 (1.461)] +2024-10-21 13:16:49,020 - Train: 98.17% [1228050/1251000] [981.7/1000.0] [batch_t 0.407 (0.435)] [data_t 0.015] [optim_t 0.392] [lr 0.000032] [CE 3.193 (3.698)] [KD 1.213 (1.457)] +2024-10-21 13:17:10,066 - Train: 98.17% [1228100/1251000] [981.7/1000.0] [batch_t 0.364 (0.421)] [data_t 0.015] [optim_t 0.349] [lr 0.000032] [CE 3.772 (3.696)] [KD 1.620 (1.480)] +2024-10-21 13:17:31,659 - Train: 98.17% [1228150/1251000] [981.7/1000.0] [batch_t 0.443 (0.432)] [data_t 0.015] [optim_t 0.428] [lr 0.000032] [CE 3.971 (3.708)] [KD 1.602 (1.496)] +2024-10-21 13:17:52,987 - Train: 98.18% [1228200/1251000] [981.8/1000.0] [batch_t 0.415 (0.426)] [data_t 0.015] [optim_t 0.400] [lr 0.000032] [CE 3.664 (3.693)] [KD 1.375 (1.478)] +2024-10-21 13:18:13,951 - Train: 98.18% [1228250/1251000] [981.8/1000.0] [batch_t 0.361 (0.419)] [data_t 0.015] [optim_t 0.345] [lr 0.000032] [CE 3.598 (3.728)] [KD 1.453 (1.484)] +2024-10-21 13:18:34,850 - Train: 98.19% [1228300/1251000] [981.9/1000.0] [batch_t 0.409 (0.418)] [data_t 0.015] [optim_t 0.393] [lr 0.000032] [CE 4.053 (3.638)] [KD 1.619 (1.449)] +2024-10-21 13:18:56,037 - Train: 98.19% [1228350/1251000] [981.9/1000.0] [batch_t 0.456 (0.424)] [data_t 0.015] [optim_t 0.440] [lr 0.000032] [CE 3.702 (3.742)] [KD 1.552 (1.508)] +2024-10-21 13:19:17,449 - Train: 98.19% [1228400/1251000] [981.9/1000.0] [batch_t 0.454 (0.428)] [data_t 0.016] [optim_t 0.438] [lr 0.000032] [CE 3.315 (3.675)] [KD 1.250 (1.460)] +2024-10-21 13:19:38,573 - Train: 98.20% [1228450/1251000] [982.0/1000.0] [batch_t 0.361 (0.422)] [data_t 0.015] [optim_t 0.346] [lr 0.000032] [CE 4.034 (3.740)] [KD 1.464 (1.491)] +2024-10-21 13:20:13,837 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.442)] [top1_cnt 41673] [top5_cnt 48289] [top_all 50000] +2024-10-21 13:20:13,838 - net: 83.346 (96.578) +2024-10-21 13:20:36,172 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.439)] [top1_cnt 41802] [top5_cnt 48316] [top_all 50000] +2024-10-21 13:20:36,173 - net_E: 83.604 (96.632) +2024-10-21 13:20:36,357 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 13:20:36,358 - ==> Total time: 6 days, 13:38:44 Eta: 2:53:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 13:20:48,976 - Train: 98.20% [1228500/1251000] [982.0/1000.0] [batch_t 0.362 (0.622)] [data_t 0.015] [optim_t 0.347] [lr 0.000032] [CE 3.519 (3.662)] [KD 1.399 (1.457)] +2024-10-21 13:21:08,722 - Train: 98.21% [1228550/1251000] [982.1/1000.0] [batch_t 0.844 (0.395)] [data_t 0.500] [optim_t 0.344] [lr 0.000032] [CE 3.532 (3.732)] [KD 1.363 (1.495)] +2024-10-21 13:21:28,980 - Train: 98.21% [1228600/1251000] [982.1/1000.0] [batch_t 0.400 (0.405)] [data_t 0.055] [optim_t 0.345] [lr 0.000032] [CE 4.214 (3.722)] [KD 1.664 (1.488)] +2024-10-21 13:21:50,135 - Train: 98.21% [1228650/1251000] [982.1/1000.0] [batch_t 0.361 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.000032] [CE 3.576 (3.651)] [KD 1.377 (1.446)] +2024-10-21 13:22:11,031 - Train: 98.22% [1228700/1251000] [982.2/1000.0] [batch_t 0.434 (0.418)] [data_t 0.093] [optim_t 0.341] [lr 0.000032] [CE 3.752 (3.625)] [KD 1.449 (1.448)] +2024-10-21 13:22:32,304 - Train: 98.22% [1228750/1251000] [982.2/1000.0] [batch_t 0.408 (0.425)] [data_t 0.065] [optim_t 0.343] [lr 0.000032] [CE 3.319 (3.633)] [KD 1.409 (1.444)] +2024-10-21 13:22:53,345 - Train: 98.23% [1228800/1251000] [982.3/1000.0] [batch_t 0.415 (0.421)] [data_t 0.072] [optim_t 0.343] [lr 0.000032] [CE 3.737 (3.772)] [KD 1.411 (1.490)] +2024-10-21 13:23:14,366 - Train: 98.23% [1228850/1251000] [982.3/1000.0] [batch_t 0.425 (0.420)] [data_t 0.078] [optim_t 0.347] [lr 0.000032] [CE 3.669 (3.724)] [KD 1.418 (1.492)] +2024-10-21 13:23:35,617 - Train: 98.23% [1228900/1251000] [982.3/1000.0] [batch_t 0.468 (0.425)] [data_t 0.120] [optim_t 0.349] [lr 0.000032] [CE 3.815 (3.713)] [KD 1.587 (1.495)] +2024-10-21 13:23:57,078 - Train: 98.24% [1228950/1251000] [982.4/1000.0] [batch_t 0.401 (0.429)] [data_t 0.015] [optim_t 0.385] [lr 0.000032] [CE 3.669 (3.676)] [KD 1.444 (1.459)] +2024-10-21 13:24:18,239 - Train: 98.24% [1229000/1251000] [982.4/1000.0] [batch_t 0.405 (0.423)] [data_t 0.015] [optim_t 0.390] [lr 0.000032] [CE 3.328 (3.663)] [KD 1.270 (1.465)] +2024-10-21 13:24:38,314 - Train: 98.25% [1229050/1251000] [982.5/1000.0] [batch_t 0.433 (0.401)] [data_t 0.015] [optim_t 0.418] [lr 0.000032] [CE 3.267 (3.608)] [KD 1.267 (1.438)] +2024-10-21 13:24:59,409 - Train: 98.25% [1229100/1251000] [982.5/1000.0] [batch_t 0.475 (0.422)] [data_t 0.134] [optim_t 0.342] [lr 0.000032] [CE 3.679 (3.788)] [KD 1.491 (1.508)] +2024-10-21 13:25:20,049 - Train: 98.25% [1229150/1251000] [982.5/1000.0] [batch_t 0.411 (0.413)] [data_t 0.069] [optim_t 0.343] [lr 0.000032] [CE 3.928 (3.701)] [KD 1.624 (1.490)] +2024-10-21 13:25:41,307 - Train: 98.26% [1229200/1251000] [982.6/1000.0] [batch_t 0.450 (0.425)] [data_t 0.108] [optim_t 0.342] [lr 0.000032] [CE 3.912 (3.688)] [KD 1.613 (1.481)] +2024-10-21 13:26:02,575 - Train: 98.26% [1229250/1251000] [982.6/1000.0] [batch_t 0.380 (0.425)] [data_t 0.039] [optim_t 0.341] [lr 0.000032] [CE 3.787 (3.692)] [KD 1.548 (1.461)] +2024-10-21 13:26:23,339 - Train: 98.27% [1229300/1251000] [982.7/1000.0] [batch_t 0.474 (0.415)] [data_t 0.129] [optim_t 0.345] [lr 0.000032] [CE 2.948 (3.716)] [KD 1.152 (1.471)] +2024-10-21 13:26:44,001 - Train: 98.27% [1229350/1251000] [982.7/1000.0] [batch_t 0.457 (0.413)] [data_t 0.113] [optim_t 0.344] [lr 0.000032] [CE 3.781 (3.676)] [KD 1.580 (1.465)] +2024-10-21 13:27:04,905 - Train: 98.27% [1229400/1251000] [982.7/1000.0] [batch_t 0.435 (0.418)] [data_t 0.088] [optim_t 0.347] [lr 0.000032] [CE 3.887 (3.707)] [KD 1.487 (1.457)] +2024-10-21 13:27:25,785 - Train: 98.28% [1229450/1251000] [982.8/1000.0] [batch_t 0.398 (0.417)] [data_t 0.052] [optim_t 0.346] [lr 0.000032] [CE 3.696 (3.660)] [KD 1.427 (1.442)] +2024-10-21 13:27:46,950 - Train: 98.28% [1229500/1251000] [982.8/1000.0] [batch_t 0.419 (0.423)] [data_t 0.074] [optim_t 0.345] [lr 0.000032] [CE 3.707 (3.636)] [KD 1.380 (1.441)] +2024-10-21 13:28:07,592 - Train: 98.29% [1229550/1251000] [982.9/1000.0] [batch_t 0.462 (0.413)] [data_t 0.115] [optim_t 0.347] [lr 0.000032] [CE 3.573 (3.721)] [KD 1.508 (1.486)] +2024-10-21 13:28:28,468 - Train: 98.29% [1229600/1251000] [982.9/1000.0] [batch_t 0.438 (0.417)] [data_t 0.094] [optim_t 0.344] [lr 0.000032] [CE 3.330 (3.704)] [KD 1.307 (1.488)] +2024-10-21 13:28:49,347 - Train: 98.29% [1229650/1251000] [982.9/1000.0] [batch_t 0.388 (0.417)] [data_t 0.041] [optim_t 0.347] [lr 0.000032] [CE 3.232 (3.706)] [KD 1.240 (1.473)] +2024-10-21 13:29:10,497 - Train: 98.30% [1229700/1251000] [983.0/1000.0] [batch_t 0.463 (0.423)] [data_t 0.120] [optim_t 0.342] [lr 0.000032] [CE 3.854 (3.698)] [KD 1.625 (1.476)] +2024-10-21 13:29:44,850 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 41691] [top5_cnt 48303] [top_all 50000] +2024-10-21 13:29:44,850 - net: 83.382 (96.606) +2024-10-21 13:30:05,925 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.413)] [top1_cnt 41810] [top5_cnt 48320] [top_all 50000] +2024-10-21 13:30:05,926 - net_E: 83.620 (96.640) +2024-10-21 13:30:06,088 - Max [top1: 83.464 (epoch: 967)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 13:30:06,088 - ==> Total time: 6 days, 13:48:14 Eta: 2:43:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 13:30:18,452 - Train: 98.30% [1229750/1251000] [983.0/1000.0] [batch_t 0.359 (0.630)] [data_t 0.015] [optim_t 0.344] [lr 0.000032] [CE 3.464 (3.667)] [KD 1.358 (1.462)] +2024-10-21 13:30:39,039 - Train: 98.31% [1229800/1251000] [983.1/1000.0] [batch_t 0.551 (0.412)] [data_t 0.016] [optim_t 0.535] [lr 0.000032] [CE 3.437 (3.651)] [KD 1.233 (1.445)] +2024-10-21 13:30:59,862 - Train: 98.31% [1229850/1251000] [983.1/1000.0] [batch_t 0.425 (0.416)] [data_t 0.016] [optim_t 0.410] [lr 0.000032] [CE 3.877 (3.724)] [KD 1.480 (1.486)] +2024-10-21 13:31:20,890 - Train: 98.31% [1229900/1251000] [983.1/1000.0] [batch_t 0.392 (0.420)] [data_t 0.015] [optim_t 0.377] [lr 0.000032] [CE 3.849 (3.686)] [KD 1.610 (1.469)] +2024-10-21 13:31:41,886 - Train: 98.32% [1229950/1251000] [983.2/1000.0] [batch_t 0.475 (0.420)] [data_t 0.015] [optim_t 0.460] [lr 0.000032] [CE 4.150 (3.713)] [KD 1.724 (1.480)] +2024-10-21 13:32:02,670 - Train: 98.32% [1230000/1251000] [983.2/1000.0] [batch_t 0.396 (0.416)] [data_t 0.016] [optim_t 0.380] [lr 0.000032] [CE 3.935 (3.669)] [KD 1.649 (1.461)] +2024-10-21 13:32:23,850 - Train: 98.33% [1230050/1251000] [983.3/1000.0] [batch_t 0.379 (0.423)] [data_t 0.015] [optim_t 0.363] [lr 0.000032] [CE 3.621 (3.707)] [KD 1.496 (1.475)] +2024-10-21 13:32:45,443 - Train: 98.33% [1230100/1251000] [983.3/1000.0] [batch_t 0.362 (0.432)] [data_t 0.015] [optim_t 0.346] [lr 0.000032] [CE 3.378 (3.602)] [KD 1.282 (1.411)] +2024-10-21 13:33:07,219 - Train: 98.33% [1230150/1251000] [983.3/1000.0] [batch_t 0.445 (0.435)] [data_t 0.101] [optim_t 0.344] [lr 0.000032] [CE 3.871 (3.720)] [KD 1.626 (1.486)] +2024-10-21 13:33:28,871 - Train: 98.34% [1230200/1251000] [983.4/1000.0] [batch_t 0.444 (0.433)] [data_t 0.099] [optim_t 0.346] [lr 0.000032] [CE 3.663 (3.741)] [KD 1.451 (1.485)] +2024-10-21 13:33:50,319 - Train: 98.34% [1230250/1251000] [983.4/1000.0] [batch_t 0.478 (0.429)] [data_t 0.134] [optim_t 0.344] [lr 0.000032] [CE 3.910 (3.722)] [KD 1.551 (1.479)] +2024-10-21 13:34:11,566 - Train: 98.35% [1230300/1251000] [983.5/1000.0] [batch_t 0.468 (0.425)] [data_t 0.015] [optim_t 0.453] [lr 0.000032] [CE 3.121 (3.640)] [KD 1.288 (1.452)] +2024-10-21 13:34:31,831 - Train: 98.35% [1230350/1251000] [983.5/1000.0] [batch_t 0.362 (0.405)] [data_t 0.015] [optim_t 0.347] [lr 0.000032] [CE 3.228 (3.707)] [KD 1.258 (1.476)] +2024-10-21 13:34:53,004 - Train: 98.35% [1230400/1251000] [983.5/1000.0] [batch_t 0.456 (0.423)] [data_t 0.106] [optim_t 0.349] [lr 0.000032] [CE 3.439 (3.693)] [KD 1.389 (1.471)] +2024-10-21 13:35:14,218 - Train: 98.36% [1230450/1251000] [983.6/1000.0] [batch_t 0.360 (0.424)] [data_t 0.016] [optim_t 0.344] [lr 0.000032] [CE 4.291 (3.731)] [KD 1.748 (1.488)] +2024-10-21 13:35:35,666 - Train: 98.36% [1230500/1251000] [983.6/1000.0] [batch_t 0.430 (0.429)] [data_t 0.086] [optim_t 0.344] [lr 0.000032] [CE 3.725 (3.676)] [KD 1.546 (1.464)] +2024-10-21 13:35:56,770 - Train: 98.37% [1230550/1251000] [983.7/1000.0] [batch_t 0.444 (0.422)] [data_t 0.102] [optim_t 0.342] [lr 0.000032] [CE 3.990 (3.650)] [KD 1.640 (1.455)] +2024-10-21 13:36:18,179 - Train: 98.37% [1230600/1251000] [983.7/1000.0] [batch_t 0.407 (0.428)] [data_t 0.062] [optim_t 0.345] [lr 0.000032] [CE 4.003 (3.610)] [KD 1.681 (1.429)] +2024-10-21 13:36:39,445 - Train: 98.37% [1230650/1251000] [983.7/1000.0] [batch_t 0.371 (0.425)] [data_t 0.026] [optim_t 0.345] [lr 0.000032] [CE 3.606 (3.680)] [KD 1.516 (1.456)] +2024-10-21 13:37:00,876 - Train: 98.38% [1230700/1251000] [983.8/1000.0] [batch_t 0.577 (0.428)] [data_t 0.092] [optim_t 0.485] [lr 0.000032] [CE 3.958 (3.723)] [KD 1.628 (1.497)] +2024-10-21 13:37:22,035 - Train: 98.38% [1230750/1251000] [983.8/1000.0] [batch_t 0.502 (0.423)] [data_t 0.156] [optim_t 0.346] [lr 0.000032] [CE 3.925 (3.643)] [KD 1.497 (1.452)] +2024-10-21 13:37:43,515 - Train: 98.39% [1230800/1251000] [983.9/1000.0] [batch_t 0.413 (0.429)] [data_t 0.069] [optim_t 0.344] [lr 0.000032] [CE 3.483 (3.640)] [KD 1.421 (1.440)] +2024-10-21 13:38:04,424 - Train: 98.39% [1230850/1251000] [983.9/1000.0] [batch_t 0.439 (0.418)] [data_t 0.093] [optim_t 0.345] [lr 0.000032] [CE 3.852 (3.712)] [KD 1.487 (1.473)] +2024-10-21 13:38:25,351 - Train: 98.39% [1230900/1251000] [983.9/1000.0] [batch_t 0.362 (0.418)] [data_t 0.015] [optim_t 0.347] [lr 0.000032] [CE 3.963 (3.770)] [KD 1.542 (1.514)] +2024-10-21 13:38:46,475 - Train: 98.40% [1230950/1251000] [984.0/1000.0] [batch_t 0.384 (0.422)] [data_t 0.030] [optim_t 0.354] [lr 0.000032] [CE 3.907 (3.745)] [KD 1.727 (1.492)] +2024-10-21 13:39:21,164 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 41760] [top5_cnt 48289] [top_all 50000] +2024-10-21 13:39:21,165 - net: 83.520 (96.578) +2024-10-21 13:39:42,726 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41803] [top5_cnt 48319] [top_all 50000] +2024-10-21 13:39:42,726 - net_E: 83.606 (96.638) +2024-10-21 13:39:42,890 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 13:39:42,890 - ==> Total time: 6 days, 13:57:51 Eta: 2:34:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 13:39:55,952 - Train: 98.40% [1231000/1251000] [984.0/1000.0] [batch_t 0.367 (0.532)] [data_t 0.015] [optim_t 0.351] [lr 0.000032] [CE 3.720 (3.754)] [KD 1.517 (1.490)] +2024-10-21 13:40:15,313 - Train: 98.41% [1231050/1251000] [984.1/1000.0] [batch_t 0.381 (0.387)] [data_t 0.015] [optim_t 0.365] [lr 0.000032] [CE 4.004 (3.679)] [KD 1.549 (1.458)] +2024-10-21 13:40:36,671 - Train: 98.41% [1231100/1251000] [984.1/1000.0] [batch_t 0.406 (0.427)] [data_t 0.015] [optim_t 0.391] [lr 0.000032] [CE 3.754 (3.740)] [KD 1.566 (1.489)] +2024-10-21 13:40:58,173 - Train: 98.41% [1231150/1251000] [984.1/1000.0] [batch_t 0.436 (0.430)] [data_t 0.015] [optim_t 0.421] [lr 0.000032] [CE 3.945 (3.717)] [KD 1.554 (1.491)] +2024-10-21 13:41:19,198 - Train: 98.42% [1231200/1251000] [984.2/1000.0] [batch_t 0.361 (0.420)] [data_t 0.015] [optim_t 0.345] [lr 0.000032] [CE 3.447 (3.681)] [KD 1.308 (1.470)] +2024-10-21 13:41:40,796 - Train: 98.42% [1231250/1251000] [984.2/1000.0] [batch_t 0.463 (0.432)] [data_t 0.016] [optim_t 0.448] [lr 0.000032] [CE 3.846 (3.701)] [KD 1.493 (1.471)] +2024-10-21 13:42:01,874 - Train: 98.43% [1231300/1251000] [984.3/1000.0] [batch_t 0.432 (0.421)] [data_t 0.015] [optim_t 0.417] [lr 0.000032] [CE 3.787 (3.711)] [KD 1.525 (1.485)] +2024-10-21 13:42:23,091 - Train: 98.43% [1231350/1251000] [984.3/1000.0] [batch_t 0.408 (0.424)] [data_t 0.015] [optim_t 0.393] [lr 0.000032] [CE 3.651 (3.609)] [KD 1.460 (1.436)] +2024-10-21 13:42:44,529 - Train: 98.43% [1231400/1251000] [984.3/1000.0] [batch_t 0.416 (0.429)] [data_t 0.015] [optim_t 0.400] [lr 0.000032] [CE 3.864 (3.632)] [KD 1.608 (1.429)] +2024-10-21 13:43:05,961 - Train: 98.44% [1231450/1251000] [984.4/1000.0] [batch_t 0.452 (0.429)] [data_t 0.015] [optim_t 0.436] [lr 0.000032] [CE 3.865 (3.757)] [KD 1.481 (1.507)] +2024-10-21 13:43:27,589 - Train: 98.44% [1231500/1251000] [984.4/1000.0] [batch_t 0.387 (0.432)] [data_t 0.015] [optim_t 0.371] [lr 0.000032] [CE 3.095 (3.721)] [KD 1.173 (1.468)] +2024-10-21 13:43:48,782 - Train: 98.45% [1231550/1251000] [984.5/1000.0] [batch_t 0.423 (0.424)] [data_t 0.016] [optim_t 0.408] [lr 0.000032] [CE 3.781 (3.677)] [KD 1.551 (1.479)] +2024-10-21 13:44:10,451 - Train: 98.45% [1231600/1251000] [984.5/1000.0] [batch_t 0.493 (0.433)] [data_t 0.015] [optim_t 0.478] [lr 0.000032] [CE 3.358 (3.619)] [KD 1.220 (1.415)] +2024-10-21 13:44:31,816 - Train: 98.45% [1231650/1251000] [984.5/1000.0] [batch_t 0.395 (0.427)] [data_t 0.015] [optim_t 0.380] [lr 0.000032] [CE 3.609 (3.684)] [KD 1.431 (1.475)] +2024-10-21 13:44:52,755 - Train: 98.46% [1231700/1251000] [984.6/1000.0] [batch_t 0.391 (0.419)] [data_t 0.016] [optim_t 0.375] [lr 0.000032] [CE 3.251 (3.721)] [KD 1.291 (1.485)] +2024-10-21 13:45:13,921 - Train: 98.46% [1231750/1251000] [984.6/1000.0] [batch_t 0.386 (0.423)] [data_t 0.015] [optim_t 0.370] [lr 0.000032] [CE 3.375 (3.612)] [KD 1.337 (1.425)] +2024-10-21 13:45:34,943 - Train: 98.47% [1231800/1251000] [984.7/1000.0] [batch_t 0.400 (0.420)] [data_t 0.015] [optim_t 0.385] [lr 0.000032] [CE 4.274 (3.792)] [KD 1.721 (1.518)] +2024-10-21 13:45:56,370 - Train: 98.47% [1231850/1251000] [984.7/1000.0] [batch_t 0.416 (0.428)] [data_t 0.015] [optim_t 0.401] [lr 0.000032] [CE 3.576 (3.708)] [KD 1.398 (1.482)] +2024-10-21 13:46:17,733 - Train: 98.47% [1231900/1251000] [984.7/1000.0] [batch_t 0.504 (0.427)] [data_t 0.015] [optim_t 0.488] [lr 0.000032] [CE 3.587 (3.714)] [KD 1.423 (1.468)] +2024-10-21 13:46:39,200 - Train: 98.48% [1231950/1251000] [984.8/1000.0] [batch_t 0.420 (0.429)] [data_t 0.016] [optim_t 0.405] [lr 0.000032] [CE 3.898 (3.705)] [KD 1.505 (1.476)] +2024-10-21 13:47:00,400 - Train: 98.48% [1232000/1251000] [984.8/1000.0] [batch_t 0.427 (0.424)] [data_t 0.016] [optim_t 0.412] [lr 0.000032] [CE 3.989 (3.676)] [KD 1.581 (1.470)] +2024-10-21 13:47:21,928 - Train: 98.49% [1232050/1251000] [984.9/1000.0] [batch_t 0.463 (0.430)] [data_t 0.015] [optim_t 0.447] [lr 0.000032] [CE 3.461 (3.722)] [KD 1.232 (1.476)] +2024-10-21 13:47:43,503 - Train: 98.49% [1232100/1251000] [984.9/1000.0] [batch_t 0.438 (0.431)] [data_t 0.015] [optim_t 0.423] [lr 0.000032] [CE 3.833 (3.708)] [KD 1.578 (1.480)] +2024-10-21 13:48:04,734 - Train: 98.49% [1232150/1251000] [984.9/1000.0] [batch_t 0.426 (0.424)] [data_t 0.015] [optim_t 0.410] [lr 0.000032] [CE 3.127 (3.680)] [KD 1.201 (1.471)] +2024-10-21 13:48:26,034 - Train: 98.50% [1232200/1251000] [985.0/1000.0] [batch_t 0.404 (0.426)] [data_t 0.015] [optim_t 0.389] [lr 0.000032] [CE 3.829 (3.644)] [KD 1.441 (1.448)] +2024-10-21 13:49:01,445 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.426)] [top1_cnt 41688] [top5_cnt 48274] [top_all 50000] +2024-10-21 13:49:01,445 - net: 83.376 (96.548) +2024-10-21 13:49:23,252 - Test (net_E): 100.00% [50/50] [batch_t 0.133 (0.430)] [top1_cnt 41801] [top5_cnt 48321] [top_all 50000] +2024-10-21 13:49:23,253 - net_E: 83.602 (96.642) +2024-10-21 13:49:23,409 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 13:49:23,410 - ==> Total time: 6 days, 14:07:32 Eta: 2:24:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 13:49:35,559 - Train: 98.50% [1232250/1251000] [985.0/1000.0] [batch_t 0.362 (0.726)] [data_t 0.015] [optim_t 0.346] [lr 0.000032] [CE 3.721 (3.767)] [KD 1.381 (1.492)] +2024-10-21 13:49:55,705 - Train: 98.51% [1232300/1251000] [985.1/1000.0] [batch_t 0.441 (0.403)] [data_t 0.016] [optim_t 0.425] [lr 0.000032] [CE 3.829 (3.631)] [KD 1.520 (1.435)] +2024-10-21 13:50:17,685 - Train: 98.51% [1232350/1251000] [985.1/1000.0] [batch_t 0.478 (0.440)] [data_t 0.015] [optim_t 0.463] [lr 0.000032] [CE 3.955 (3.745)] [KD 1.637 (1.495)] +2024-10-21 13:50:39,381 - Train: 98.51% [1232400/1251000] [985.1/1000.0] [batch_t 0.390 (0.434)] [data_t 0.015] [optim_t 0.374] [lr 0.000032] [CE 4.068 (3.747)] [KD 1.555 (1.496)] +2024-10-21 13:51:01,403 - Train: 98.52% [1232450/1251000] [985.2/1000.0] [batch_t 0.437 (0.440)] [data_t 0.015] [optim_t 0.421] [lr 0.000032] [CE 3.647 (3.725)] [KD 1.325 (1.484)] +2024-10-21 13:51:22,255 - Train: 98.52% [1232500/1251000] [985.2/1000.0] [batch_t 0.365 (0.417)] [data_t 0.016] [optim_t 0.350] [lr 0.000032] [CE 3.994 (3.738)] [KD 1.756 (1.504)] +2024-10-21 13:51:42,893 - Train: 98.53% [1232550/1251000] [985.3/1000.0] [batch_t 0.419 (0.413)] [data_t 0.015] [optim_t 0.404] [lr 0.000032] [CE 3.435 (3.717)] [KD 1.321 (1.472)] +2024-10-21 13:52:03,804 - Train: 98.53% [1232600/1251000] [985.3/1000.0] [batch_t 0.469 (0.418)] [data_t 0.015] [optim_t 0.454] [lr 0.000032] [CE 3.699 (3.701)] [KD 1.482 (1.473)] +2024-10-21 13:52:24,427 - Train: 98.53% [1232650/1251000] [985.3/1000.0] [batch_t 0.365 (0.412)] [data_t 0.015] [optim_t 0.350] [lr 0.000032] [CE 3.860 (3.668)] [KD 1.501 (1.464)] +2024-10-21 13:52:46,332 - Train: 98.54% [1232700/1251000] [985.4/1000.0] [batch_t 0.361 (0.438)] [data_t 0.015] [optim_t 0.345] [lr 0.000032] [CE 4.024 (3.642)] [KD 1.715 (1.459)] +2024-10-21 13:53:08,118 - Train: 98.54% [1232750/1251000] [985.4/1000.0] [batch_t 0.458 (0.436)] [data_t 0.015] [optim_t 0.443] [lr 0.000032] [CE 3.538 (3.682)] [KD 1.373 (1.461)] +2024-10-21 13:53:29,931 - Train: 98.55% [1232800/1251000] [985.5/1000.0] [batch_t 0.484 (0.436)] [data_t 0.015] [optim_t 0.469] [lr 0.000032] [CE 3.581 (3.661)] [KD 1.347 (1.458)] +2024-10-21 13:53:51,230 - Train: 98.55% [1232850/1251000] [985.5/1000.0] [batch_t 0.408 (0.426)] [data_t 0.015] [optim_t 0.392] [lr 0.000032] [CE 3.626 (3.633)] [KD 1.475 (1.426)] +2024-10-21 13:54:12,836 - Train: 98.55% [1232900/1251000] [985.5/1000.0] [batch_t 0.521 (0.432)] [data_t 0.015] [optim_t 0.506] [lr 0.000032] [CE 3.655 (3.717)] [KD 1.444 (1.475)] +2024-10-21 13:54:34,739 - Train: 98.56% [1232950/1251000] [985.6/1000.0] [batch_t 0.465 (0.438)] [data_t 0.015] [optim_t 0.450] [lr 0.000032] [CE 3.695 (3.738)] [KD 1.480 (1.492)] +2024-10-21 13:54:56,316 - Train: 98.56% [1233000/1251000] [985.6/1000.0] [batch_t 0.466 (0.431)] [data_t 0.015] [optim_t 0.451] [lr 0.000032] [CE 4.102 (3.685)] [KD 1.546 (1.463)] +2024-10-21 13:55:17,236 - Train: 98.57% [1233050/1251000] [985.7/1000.0] [batch_t 0.405 (0.418)] [data_t 0.015] [optim_t 0.390] [lr 0.000032] [CE 3.800 (3.684)] [KD 1.392 (1.455)] +2024-10-21 13:55:38,819 - Train: 98.57% [1233100/1251000] [985.7/1000.0] [batch_t 0.450 (0.432)] [data_t 0.015] [optim_t 0.435] [lr 0.000032] [CE 3.895 (3.690)] [KD 1.575 (1.463)] +2024-10-21 13:56:00,689 - Train: 98.57% [1233150/1251000] [985.7/1000.0] [batch_t 0.467 (0.437)] [data_t 0.015] [optim_t 0.452] [lr 0.000031] [CE 3.776 (3.742)] [KD 1.563 (1.492)] +2024-10-21 13:56:22,665 - Train: 98.58% [1233200/1251000] [985.8/1000.0] [batch_t 0.422 (0.439)] [data_t 0.015] [optim_t 0.406] [lr 0.000031] [CE 3.225 (3.624)] [KD 1.161 (1.427)] +2024-10-21 13:56:44,400 - Train: 98.58% [1233250/1251000] [985.8/1000.0] [batch_t 0.409 (0.435)] [data_t 0.015] [optim_t 0.394] [lr 0.000031] [CE 3.418 (3.686)] [KD 1.364 (1.474)] +2024-10-21 13:57:06,042 - Train: 98.59% [1233300/1251000] [985.9/1000.0] [batch_t 0.455 (0.433)] [data_t 0.015] [optim_t 0.439] [lr 0.000031] [CE 4.090 (3.643)] [KD 1.706 (1.442)] +2024-10-21 13:57:27,982 - Train: 98.59% [1233350/1251000] [985.9/1000.0] [batch_t 0.455 (0.439)] [data_t 0.015] [optim_t 0.440] [lr 0.000031] [CE 3.716 (3.713)] [KD 1.468 (1.477)] +2024-10-21 13:57:49,752 - Train: 98.59% [1233400/1251000] [985.9/1000.0] [batch_t 0.429 (0.435)] [data_t 0.016] [optim_t 0.414] [lr 0.000031] [CE 3.791 (3.696)] [KD 1.558 (1.472)] +2024-10-21 13:58:10,545 - Train: 98.60% [1233450/1251000] [986.0/1000.0] [batch_t 0.478 (0.416)] [data_t 0.015] [optim_t 0.463] [lr 0.000031] [CE 3.724 (3.710)] [KD 1.439 (1.476)] +2024-10-21 13:58:46,680 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.427)] [top1_cnt 41728] [top5_cnt 48276] [top_all 50000] +2024-10-21 13:58:46,680 - net: 83.456 (96.552) +2024-10-21 13:59:07,987 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.419)] [top1_cnt 41798] [top5_cnt 48311] [top_all 50000] +2024-10-21 13:59:07,988 - net_E: 83.596 (96.622) +2024-10-21 13:59:08,151 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 13:59:08,152 - ==> Total time: 6 days, 14:17:16 Eta: 2:14:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 13:59:20,173 - Train: 98.60% [1233500/1251000] [986.0/1000.0] [batch_t 0.363 (0.771)] [data_t 0.015] [optim_t 0.348] [lr 0.000031] [CE 3.491 (3.692)] [KD 1.409 (1.474)] +2024-10-21 13:59:40,594 - Train: 98.61% [1233550/1251000] [986.1/1000.0] [batch_t 0.438 (0.408)] [data_t 0.015] [optim_t 0.422] [lr 0.000031] [CE 3.644 (3.662)] [KD 1.446 (1.449)] +2024-10-21 14:00:01,918 - Train: 98.61% [1233600/1251000] [986.1/1000.0] [batch_t 0.497 (0.426)] [data_t 0.015] [optim_t 0.481] [lr 0.000031] [CE 3.851 (3.734)] [KD 1.460 (1.489)] +2024-10-21 14:00:23,759 - Train: 98.61% [1233650/1251000] [986.1/1000.0] [batch_t 0.488 (0.437)] [data_t 0.015] [optim_t 0.473] [lr 0.000031] [CE 3.520 (3.654)] [KD 1.391 (1.448)] +2024-10-21 14:00:44,585 - Train: 98.62% [1233700/1251000] [986.2/1000.0] [batch_t 0.381 (0.416)] [data_t 0.015] [optim_t 0.366] [lr 0.000031] [CE 3.798 (3.718)] [KD 1.470 (1.495)] +2024-10-21 14:01:05,318 - Train: 98.62% [1233750/1251000] [986.2/1000.0] [batch_t 0.497 (0.415)] [data_t 0.015] [optim_t 0.481] [lr 0.000031] [CE 3.395 (3.666)] [KD 1.369 (1.456)] +2024-10-21 14:01:25,861 - Train: 98.63% [1233800/1251000] [986.3/1000.0] [batch_t 0.425 (0.411)] [data_t 0.016] [optim_t 0.409] [lr 0.000031] [CE 3.813 (3.687)] [KD 1.476 (1.452)] +2024-10-21 14:01:46,799 - Train: 98.63% [1233850/1251000] [986.3/1000.0] [batch_t 0.384 (0.419)] [data_t 0.016] [optim_t 0.368] [lr 0.000031] [CE 3.822 (3.676)] [KD 1.483 (1.458)] +2024-10-21 14:02:07,677 - Train: 98.63% [1233900/1251000] [986.3/1000.0] [batch_t 0.360 (0.417)] [data_t 0.015] [optim_t 0.345] [lr 0.000031] [CE 3.643 (3.707)] [KD 1.447 (1.475)] +2024-10-21 14:02:28,263 - Train: 98.64% [1233950/1251000] [986.4/1000.0] [batch_t 0.443 (0.412)] [data_t 0.015] [optim_t 0.427] [lr 0.000031] [CE 3.485 (3.755)] [KD 1.345 (1.502)] +2024-10-21 14:02:50,030 - Train: 98.64% [1234000/1251000] [986.4/1000.0] [batch_t 0.426 (0.435)] [data_t 0.015] [optim_t 0.411] [lr 0.000031] [CE 3.784 (3.679)] [KD 1.505 (1.474)] +2024-10-21 14:03:11,808 - Train: 98.65% [1234050/1251000] [986.5/1000.0] [batch_t 0.416 (0.435)] [data_t 0.015] [optim_t 0.401] [lr 0.000031] [CE 3.731 (3.715)] [KD 1.479 (1.472)] +2024-10-21 14:03:33,798 - Train: 98.65% [1234100/1251000] [986.5/1000.0] [batch_t 0.502 (0.440)] [data_t 0.015] [optim_t 0.486] [lr 0.000031] [CE 3.482 (3.706)] [KD 1.441 (1.478)] +2024-10-21 14:03:55,079 - Train: 98.65% [1234150/1251000] [986.5/1000.0] [batch_t 0.414 (0.426)] [data_t 0.016] [optim_t 0.398] [lr 0.000031] [CE 3.671 (3.713)] [KD 1.449 (1.472)] +2024-10-21 14:04:16,988 - Train: 98.66% [1234200/1251000] [986.6/1000.0] [batch_t 0.468 (0.438)] [data_t 0.015] [optim_t 0.453] [lr 0.000031] [CE 3.845 (3.692)] [KD 1.587 (1.484)] +2024-10-21 14:04:38,876 - Train: 98.66% [1234250/1251000] [986.6/1000.0] [batch_t 0.416 (0.438)] [data_t 0.015] [optim_t 0.401] [lr 0.000031] [CE 3.701 (3.758)] [KD 1.465 (1.506)] +2024-10-21 14:04:59,242 - Train: 98.67% [1234300/1251000] [986.7/1000.0] [batch_t 0.424 (0.407)] [data_t 0.016] [optim_t 0.409] [lr 0.000031] [CE 3.772 (3.730)] [KD 1.495 (1.497)] +2024-10-21 14:05:19,742 - Train: 98.67% [1234350/1251000] [986.7/1000.0] [batch_t 0.359 (0.410)] [data_t 0.015] [optim_t 0.343] [lr 0.000031] [CE 4.036 (3.724)] [KD 1.611 (1.471)] +2024-10-21 14:05:40,888 - Train: 98.67% [1234400/1251000] [986.7/1000.0] [batch_t 0.487 (0.423)] [data_t 0.015] [optim_t 0.472] [lr 0.000031] [CE 3.303 (3.670)] [KD 1.209 (1.465)] +2024-10-21 14:06:02,587 - Train: 98.68% [1234450/1251000] [986.8/1000.0] [batch_t 0.431 (0.434)] [data_t 0.015] [optim_t 0.416] [lr 0.000031] [CE 4.016 (3.669)] [KD 1.663 (1.450)] +2024-10-21 14:06:24,026 - Train: 98.68% [1234500/1251000] [986.8/1000.0] [batch_t 0.411 (0.429)] [data_t 0.015] [optim_t 0.395] [lr 0.000031] [CE 3.477 (3.675)] [KD 1.335 (1.453)] +2024-10-21 14:06:45,459 - Train: 98.69% [1234550/1251000] [986.9/1000.0] [batch_t 0.410 (0.429)] [data_t 0.015] [optim_t 0.395] [lr 0.000031] [CE 3.793 (3.670)] [KD 1.506 (1.454)] +2024-10-21 14:07:06,399 - Train: 98.69% [1234600/1251000] [986.9/1000.0] [batch_t 0.359 (0.419)] [data_t 0.015] [optim_t 0.343] [lr 0.000031] [CE 3.504 (3.652)] [KD 1.387 (1.449)] +2024-10-21 14:07:27,616 - Train: 98.69% [1234650/1251000] [986.9/1000.0] [batch_t 0.415 (0.424)] [data_t 0.015] [optim_t 0.400] [lr 0.000031] [CE 3.810 (3.710)] [KD 1.629 (1.479)] +2024-10-21 14:07:49,090 - Train: 98.70% [1234700/1251000] [987.0/1000.0] [batch_t 0.359 (0.429)] [data_t 0.015] [optim_t 0.343] [lr 0.000031] [CE 3.992 (3.756)] [KD 1.762 (1.508)] +2024-10-21 14:08:26,480 - Test (net): 100.00% [50/50] [batch_t 0.140 (0.442)] [top1_cnt 41691] [top5_cnt 48277] [top_all 50000] +2024-10-21 14:08:26,480 - net: 83.382 (96.554) +2024-10-21 14:08:47,507 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.415)] [top1_cnt 41812] [top5_cnt 48309] [top_all 50000] +2024-10-21 14:08:47,507 - net_E: 83.624 (96.618) +2024-10-21 14:08:47,649 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 14:08:47,649 - ==> Total time: 6 days, 14:26:56 Eta: 2:05:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 14:08:58,673 - Train: 98.70% [1234750/1251000] [987.0/1000.0] [batch_t 0.363 (0.750)] [data_t 0.015] [optim_t 0.348] [lr 0.000031] [CE 4.051 (3.733)] [KD 1.624 (1.496)] +2024-10-21 14:09:18,592 - Train: 98.71% [1234800/1251000] [987.1/1000.0] [batch_t 0.363 (0.398)] [data_t 0.015] [optim_t 0.347] [lr 0.000031] [CE 3.654 (3.611)] [KD 1.470 (1.424)] +2024-10-21 14:09:40,392 - Train: 98.71% [1234850/1251000] [987.1/1000.0] [batch_t 0.426 (0.436)] [data_t 0.016] [optim_t 0.410] [lr 0.000031] [CE 3.979 (3.668)] [KD 1.583 (1.462)] +2024-10-21 14:10:01,647 - Train: 98.71% [1234900/1251000] [987.1/1000.0] [batch_t 0.436 (0.425)] [data_t 0.015] [optim_t 0.421] [lr 0.000031] [CE 3.941 (3.707)] [KD 1.539 (1.485)] +2024-10-21 14:10:22,988 - Train: 98.72% [1234950/1251000] [987.2/1000.0] [batch_t 0.419 (0.427)] [data_t 0.015] [optim_t 0.404] [lr 0.000031] [CE 3.787 (3.684)] [KD 1.399 (1.452)] +2024-10-21 14:10:44,094 - Train: 98.72% [1235000/1251000] [987.2/1000.0] [batch_t 0.415 (0.422)] [data_t 0.015] [optim_t 0.400] [lr 0.000031] [CE 3.672 (3.716)] [KD 1.453 (1.480)] +2024-10-21 14:11:05,356 - Train: 98.73% [1235050/1251000] [987.3/1000.0] [batch_t 0.417 (0.425)] [data_t 0.015] [optim_t 0.402] [lr 0.000031] [CE 3.713 (3.630)] [KD 1.358 (1.448)] +2024-10-21 14:11:27,166 - Train: 98.73% [1235100/1251000] [987.3/1000.0] [batch_t 0.360 (0.436)] [data_t 0.015] [optim_t 0.344] [lr 0.000031] [CE 4.276 (3.679)] [KD 1.688 (1.460)] +2024-10-21 14:11:48,311 - Train: 98.73% [1235150/1251000] [987.3/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.345] [lr 0.000031] [CE 3.869 (3.725)] [KD 1.601 (1.492)] +2024-10-21 14:12:09,602 - Train: 98.74% [1235200/1251000] [987.4/1000.0] [batch_t 0.413 (0.426)] [data_t 0.016] [optim_t 0.398] [lr 0.000031] [CE 3.742 (3.693)] [KD 1.416 (1.467)] +2024-10-21 14:12:31,061 - Train: 98.74% [1235250/1251000] [987.4/1000.0] [batch_t 0.485 (0.429)] [data_t 0.015] [optim_t 0.469] [lr 0.000031] [CE 3.526 (3.668)] [KD 1.306 (1.454)] +2024-10-21 14:12:52,653 - Train: 98.75% [1235300/1251000] [987.5/1000.0] [batch_t 0.458 (0.432)] [data_t 0.015] [optim_t 0.442] [lr 0.000031] [CE 3.805 (3.746)] [KD 1.481 (1.493)] +2024-10-21 14:13:13,351 - Train: 98.75% [1235350/1251000] [987.5/1000.0] [batch_t 0.378 (0.414)] [data_t 0.015] [optim_t 0.362] [lr 0.000031] [CE 3.279 (3.688)] [KD 1.261 (1.466)] +2024-10-21 14:13:34,154 - Train: 98.75% [1235400/1251000] [987.5/1000.0] [batch_t 0.458 (0.416)] [data_t 0.015] [optim_t 0.443] [lr 0.000031] [CE 4.005 (3.688)] [KD 1.737 (1.480)] +2024-10-21 14:13:55,466 - Train: 98.76% [1235450/1251000] [987.6/1000.0] [batch_t 0.474 (0.426)] [data_t 0.131] [optim_t 0.342] [lr 0.000031] [CE 3.669 (3.618)] [KD 1.469 (1.438)] +2024-10-21 14:14:16,055 - Train: 98.76% [1235500/1251000] [987.6/1000.0] [batch_t 0.390 (0.412)] [data_t 0.047] [optim_t 0.344] [lr 0.000031] [CE 3.217 (3.627)] [KD 1.239 (1.434)] +2024-10-21 14:14:37,012 - Train: 98.76% [1235550/1251000] [987.6/1000.0] [batch_t 0.487 (0.419)] [data_t 0.016] [optim_t 0.472] [lr 0.000031] [CE 3.967 (3.679)] [KD 1.540 (1.462)] +2024-10-21 14:14:57,755 - Train: 98.77% [1235600/1251000] [987.7/1000.0] [batch_t 0.395 (0.415)] [data_t 0.015] [optim_t 0.379] [lr 0.000031] [CE 3.904 (3.726)] [KD 1.619 (1.487)] +2024-10-21 14:15:19,165 - Train: 98.77% [1235650/1251000] [987.7/1000.0] [batch_t 0.439 (0.428)] [data_t 0.096] [optim_t 0.342] [lr 0.000031] [CE 3.661 (3.666)] [KD 1.419 (1.460)] +2024-10-21 14:15:41,093 - Train: 98.78% [1235700/1251000] [987.8/1000.0] [batch_t 0.398 (0.438)] [data_t 0.055] [optim_t 0.342] [lr 0.000031] [CE 3.142 (3.686)] [KD 1.268 (1.450)] +2024-10-21 14:16:02,841 - Train: 98.78% [1235750/1251000] [987.8/1000.0] [batch_t 0.406 (0.435)] [data_t 0.066] [optim_t 0.341] [lr 0.000031] [CE 3.656 (3.689)] [KD 1.531 (1.453)] +2024-10-21 14:16:24,364 - Train: 98.78% [1235800/1251000] [987.8/1000.0] [batch_t 0.459 (0.430)] [data_t 0.119] [optim_t 0.340] [lr 0.000031] [CE 3.708 (3.695)] [KD 1.446 (1.481)] +2024-10-21 14:16:46,029 - Train: 98.79% [1235850/1251000] [987.9/1000.0] [batch_t 0.398 (0.433)] [data_t 0.055] [optim_t 0.343] [lr 0.000031] [CE 3.520 (3.691)] [KD 1.398 (1.475)] +2024-10-21 14:17:08,028 - Train: 98.79% [1235900/1251000] [987.9/1000.0] [batch_t 0.449 (0.440)] [data_t 0.110] [optim_t 0.339] [lr 0.000031] [CE 4.248 (3.666)] [KD 1.649 (1.447)] +2024-10-21 14:17:28,567 - Train: 98.80% [1235950/1251000] [988.0/1000.0] [batch_t 0.393 (0.411)] [data_t 0.053] [optim_t 0.340] [lr 0.000031] [CE 3.805 (3.577)] [KD 1.590 (1.415)] +2024-10-21 14:18:05,490 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.431)] [top1_cnt 41696] [top5_cnt 48296] [top_all 50000] +2024-10-21 14:18:05,491 - net: 83.392 (96.592) +2024-10-21 14:18:26,298 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.410)] [top1_cnt 41799] [top5_cnt 48313] [top_all 50000] +2024-10-21 14:18:26,298 - net_E: 83.598 (96.626) +2024-10-21 14:18:26,435 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 14:18:26,435 - ==> Total time: 6 days, 14:36:35 Eta: 1:55:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 14:18:37,346 - Train: 98.80% [1236000/1251000] [988.0/1000.0] [batch_t 0.362 (0.787)] [data_t 0.015] [optim_t 0.347] [lr 0.000031] [CE 2.958 (3.780)] [KD 1.197 (1.501)] +2024-10-21 14:18:57,910 - Train: 98.80% [1236050/1251000] [988.0/1000.0] [batch_t 0.430 (0.411)] [data_t 0.015] [optim_t 0.414] [lr 0.000031] [CE 3.256 (3.601)] [KD 1.257 (1.429)] +2024-10-21 14:19:18,978 - Train: 98.81% [1236100/1251000] [988.1/1000.0] [batch_t 0.486 (0.421)] [data_t 0.144] [optim_t 0.342] [lr 0.000031] [CE 3.730 (3.748)] [KD 1.580 (1.499)] +2024-10-21 14:19:41,111 - Train: 98.81% [1236150/1251000] [988.1/1000.0] [batch_t 0.421 (0.443)] [data_t 0.015] [optim_t 0.406] [lr 0.000031] [CE 3.387 (3.725)] [KD 1.402 (1.474)] +2024-10-21 14:20:01,686 - Train: 98.82% [1236200/1251000] [988.2/1000.0] [batch_t 0.393 (0.411)] [data_t 0.015] [optim_t 0.378] [lr 0.000031] [CE 3.609 (3.722)] [KD 1.430 (1.482)] +2024-10-21 14:20:22,572 - Train: 98.82% [1236250/1251000] [988.2/1000.0] [batch_t 0.451 (0.418)] [data_t 0.015] [optim_t 0.435] [lr 0.000031] [CE 3.808 (3.655)] [KD 1.380 (1.436)] +2024-10-21 14:20:43,491 - Train: 98.82% [1236300/1251000] [988.2/1000.0] [batch_t 0.464 (0.418)] [data_t 0.015] [optim_t 0.449] [lr 0.000031] [CE 3.678 (3.626)] [KD 1.520 (1.439)] +2024-10-21 14:21:05,039 - Train: 98.83% [1236350/1251000] [988.3/1000.0] [batch_t 0.434 (0.431)] [data_t 0.015] [optim_t 0.419] [lr 0.000031] [CE 3.905 (3.696)] [KD 1.544 (1.467)] +2024-10-21 14:21:27,119 - Train: 98.83% [1236400/1251000] [988.3/1000.0] [batch_t 0.486 (0.441)] [data_t 0.015] [optim_t 0.471] [lr 0.000031] [CE 3.850 (3.698)] [KD 1.505 (1.473)] +2024-10-21 14:21:47,945 - Train: 98.84% [1236450/1251000] [988.4/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.000031] [CE 3.617 (3.722)] [KD 1.559 (1.481)] +2024-10-21 14:22:10,102 - Train: 98.84% [1236500/1251000] [988.4/1000.0] [batch_t 0.356 (0.443)] [data_t 0.016] [optim_t 0.341] [lr 0.000031] [CE 3.788 (3.704)] [KD 1.556 (1.474)] +2024-10-21 14:22:32,262 - Train: 98.84% [1236550/1251000] [988.4/1000.0] [batch_t 0.470 (0.443)] [data_t 0.015] [optim_t 0.454] [lr 0.000031] [CE 3.512 (3.700)] [KD 1.359 (1.474)] +2024-10-21 14:22:53,073 - Train: 98.85% [1236600/1251000] [988.5/1000.0] [batch_t 0.369 (0.416)] [data_t 0.015] [optim_t 0.354] [lr 0.000031] [CE 3.385 (3.730)] [KD 1.400 (1.487)] +2024-10-21 14:23:13,952 - Train: 98.85% [1236650/1251000] [988.5/1000.0] [batch_t 0.426 (0.417)] [data_t 0.015] [optim_t 0.410] [lr 0.000031] [CE 3.706 (3.700)] [KD 1.482 (1.468)] +2024-10-21 14:23:34,575 - Train: 98.86% [1236700/1251000] [988.6/1000.0] [batch_t 0.473 (0.412)] [data_t 0.015] [optim_t 0.458] [lr 0.000031] [CE 3.670 (3.748)] [KD 1.407 (1.490)] +2024-10-21 14:23:55,938 - Train: 98.86% [1236750/1251000] [988.6/1000.0] [batch_t 0.441 (0.427)] [data_t 0.015] [optim_t 0.426] [lr 0.000031] [CE 3.501 (3.701)] [KD 1.410 (1.465)] +2024-10-21 14:24:17,567 - Train: 98.86% [1236800/1251000] [988.6/1000.0] [batch_t 0.456 (0.432)] [data_t 0.015] [optim_t 0.441] [lr 0.000031] [CE 4.174 (3.729)] [KD 1.783 (1.472)] +2024-10-21 14:24:38,365 - Train: 98.87% [1236850/1251000] [988.7/1000.0] [batch_t 0.393 (0.416)] [data_t 0.015] [optim_t 0.378] [lr 0.000031] [CE 3.886 (3.712)] [KD 1.632 (1.491)] +2024-10-21 14:24:58,977 - Train: 98.87% [1236900/1251000] [988.7/1000.0] [batch_t 0.409 (0.412)] [data_t 0.015] [optim_t 0.393] [lr 0.000031] [CE 3.639 (3.679)] [KD 1.463 (1.461)] +2024-10-21 14:25:19,811 - Train: 98.88% [1236950/1251000] [988.8/1000.0] [batch_t 0.438 (0.417)] [data_t 0.016] [optim_t 0.422] [lr 0.000031] [CE 3.353 (3.640)] [KD 1.336 (1.446)] +2024-10-21 14:25:41,366 - Train: 98.88% [1237000/1251000] [988.8/1000.0] [batch_t 0.362 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.000031] [CE 3.639 (3.710)] [KD 1.407 (1.469)] +2024-10-21 14:26:01,853 - Train: 98.88% [1237050/1251000] [988.8/1000.0] [batch_t 0.361 (0.410)] [data_t 0.015] [optim_t 0.345] [lr 0.000031] [CE 3.508 (3.708)] [KD 1.422 (1.481)] +2024-10-21 14:26:22,494 - Train: 98.89% [1237100/1251000] [988.9/1000.0] [batch_t 0.361 (0.413)] [data_t 0.015] [optim_t 0.346] [lr 0.000031] [CE 3.227 (3.638)] [KD 1.258 (1.435)] +2024-10-21 14:26:43,542 - Train: 98.89% [1237150/1251000] [988.9/1000.0] [batch_t 0.421 (0.421)] [data_t 0.016] [optim_t 0.405] [lr 0.000031] [CE 4.047 (3.720)] [KD 1.728 (1.473)] +2024-10-21 14:27:04,554 - Train: 98.90% [1237200/1251000] [989.0/1000.0] [batch_t 0.358 (0.420)] [data_t 0.015] [optim_t 0.342] [lr 0.000031] [CE 3.965 (3.705)] [KD 1.532 (1.470)] +2024-10-21 14:27:41,135 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41754] [top5_cnt 48267] [top_all 50000] +2024-10-21 14:27:41,136 - net: 83.508 (96.534) +2024-10-21 14:28:03,385 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.439)] [top1_cnt 41797] [top5_cnt 48311] [top_all 50000] +2024-10-21 14:28:03,386 - net_E: 83.594 (96.622) +2024-10-21 14:28:03,518 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 14:28:03,519 - ==> Total time: 6 days, 14:46:12 Eta: 1:45:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 14:28:16,188 - Train: 98.90% [1237250/1251000] [989.0/1000.0] [batch_t 0.360 (0.762)] [data_t 0.015] [optim_t 0.345] [lr 0.000031] [CE 4.100 (3.717)] [KD 1.722 (1.467)] +2024-10-21 14:28:35,847 - Train: 98.90% [1237300/1251000] [989.0/1000.0] [batch_t 0.475 (0.393)] [data_t 0.015] [optim_t 0.459] [lr 0.000031] [CE 3.882 (3.648)] [KD 1.719 (1.451)] +2024-10-21 14:28:57,826 - Train: 98.91% [1237350/1251000] [989.1/1000.0] [batch_t 0.424 (0.439)] [data_t 0.015] [optim_t 0.409] [lr 0.000031] [CE 3.749 (3.749)] [KD 1.450 (1.484)] +2024-10-21 14:29:19,786 - Train: 98.91% [1237400/1251000] [989.1/1000.0] [batch_t 0.459 (0.439)] [data_t 0.015] [optim_t 0.443] [lr 0.000031] [CE 3.225 (3.693)] [KD 1.317 (1.467)] +2024-10-21 14:29:41,295 - Train: 98.92% [1237450/1251000] [989.2/1000.0] [batch_t 0.451 (0.430)] [data_t 0.015] [optim_t 0.436] [lr 0.000031] [CE 3.492 (3.680)] [KD 1.393 (1.483)] +2024-10-21 14:30:03,094 - Train: 98.92% [1237500/1251000] [989.2/1000.0] [batch_t 0.413 (0.436)] [data_t 0.015] [optim_t 0.398] [lr 0.000031] [CE 3.465 (3.701)] [KD 1.341 (1.485)] +2024-10-21 14:30:24,951 - Train: 98.92% [1237550/1251000] [989.2/1000.0] [batch_t 0.464 (0.437)] [data_t 0.015] [optim_t 0.449] [lr 0.000031] [CE 3.340 (3.700)] [KD 1.331 (1.475)] +2024-10-21 14:30:46,874 - Train: 98.93% [1237600/1251000] [989.3/1000.0] [batch_t 0.399 (0.438)] [data_t 0.015] [optim_t 0.384] [lr 0.000031] [CE 4.217 (3.638)] [KD 1.829 (1.463)] +2024-10-21 14:31:08,439 - Train: 98.93% [1237650/1251000] [989.3/1000.0] [batch_t 0.480 (0.431)] [data_t 0.015] [optim_t 0.465] [lr 0.000031] [CE 3.905 (3.692)] [KD 1.694 (1.457)] +2024-10-21 14:31:30,315 - Train: 98.94% [1237700/1251000] [989.4/1000.0] [batch_t 0.375 (0.437)] [data_t 0.015] [optim_t 0.359] [lr 0.000031] [CE 3.687 (3.665)] [KD 1.467 (1.439)] +2024-10-21 14:31:51,966 - Train: 98.94% [1237750/1251000] [989.4/1000.0] [batch_t 0.437 (0.433)] [data_t 0.015] [optim_t 0.422] [lr 0.000031] [CE 3.488 (3.719)] [KD 1.306 (1.481)] +2024-10-21 14:32:13,624 - Train: 98.94% [1237800/1251000] [989.4/1000.0] [batch_t 0.486 (0.433)] [data_t 0.015] [optim_t 0.470] [lr 0.000031] [CE 3.855 (3.636)] [KD 1.508 (1.432)] +2024-10-21 14:32:35,456 - Train: 98.95% [1237850/1251000] [989.5/1000.0] [batch_t 0.449 (0.437)] [data_t 0.016] [optim_t 0.433] [lr 0.000031] [CE 3.636 (3.709)] [KD 1.519 (1.478)] +2024-10-21 14:32:57,066 - Train: 98.95% [1237900/1251000] [989.5/1000.0] [batch_t 0.427 (0.432)] [data_t 0.015] [optim_t 0.412] [lr 0.000031] [CE 3.640 (3.637)] [KD 1.438 (1.449)] +2024-10-21 14:33:18,251 - Train: 98.96% [1237950/1251000] [989.6/1000.0] [batch_t 0.443 (0.424)] [data_t 0.015] [optim_t 0.428] [lr 0.000031] [CE 3.626 (3.652)] [KD 1.466 (1.456)] +2024-10-21 14:33:39,411 - Train: 98.96% [1238000/1251000] [989.6/1000.0] [batch_t 0.412 (0.423)] [data_t 0.015] [optim_t 0.396] [lr 0.000031] [CE 3.323 (3.695)] [KD 1.269 (1.471)] +2024-10-21 14:34:00,573 - Train: 98.96% [1238050/1251000] [989.6/1000.0] [batch_t 0.407 (0.423)] [data_t 0.015] [optim_t 0.392] [lr 0.000031] [CE 3.179 (3.616)] [KD 1.163 (1.434)] +2024-10-21 14:34:21,620 - Train: 98.97% [1238100/1251000] [989.7/1000.0] [batch_t 0.460 (0.421)] [data_t 0.015] [optim_t 0.444] [lr 0.000031] [CE 3.864 (3.748)] [KD 1.546 (1.505)] +2024-10-21 14:34:42,706 - Train: 98.97% [1238150/1251000] [989.7/1000.0] [batch_t 0.434 (0.422)] [data_t 0.016] [optim_t 0.418] [lr 0.000031] [CE 3.572 (3.678)] [KD 1.404 (1.472)] +2024-10-21 14:35:03,437 - Train: 98.98% [1238200/1251000] [989.8/1000.0] [batch_t 0.426 (0.414)] [data_t 0.015] [optim_t 0.411] [lr 0.000031] [CE 3.839 (3.697)] [KD 1.523 (1.470)] +2024-10-21 14:35:24,261 - Train: 98.98% [1238250/1251000] [989.8/1000.0] [batch_t 0.427 (0.416)] [data_t 0.016] [optim_t 0.411] [lr 0.000031] [CE 4.249 (3.675)] [KD 1.724 (1.458)] +2024-10-21 14:35:45,285 - Train: 98.98% [1238300/1251000] [989.8/1000.0] [batch_t 0.441 (0.420)] [data_t 0.015] [optim_t 0.425] [lr 0.000031] [CE 4.041 (3.704)] [KD 1.672 (1.473)] +2024-10-21 14:36:06,448 - Train: 98.99% [1238350/1251000] [989.9/1000.0] [batch_t 0.410 (0.423)] [data_t 0.015] [optim_t 0.395] [lr 0.000031] [CE 3.780 (3.595)] [KD 1.519 (1.406)] +2024-10-21 14:36:27,115 - Train: 98.99% [1238400/1251000] [989.9/1000.0] [batch_t 0.391 (0.413)] [data_t 0.015] [optim_t 0.376] [lr 0.000031] [CE 3.870 (3.694)] [KD 1.563 (1.477)] +2024-10-21 14:36:47,918 - Train: 99.00% [1238450/1251000] [990.0/1000.0] [batch_t 0.388 (0.416)] [data_t 0.015] [optim_t 0.373] [lr 0.000031] [CE 3.706 (3.651)] [KD 1.371 (1.435)] +2024-10-21 14:37:26,598 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.444)] [top1_cnt 41707] [top5_cnt 48277] [top_all 50000] +2024-10-21 14:37:26,598 - net: 83.414 (96.554) +2024-10-21 14:37:49,354 - Test (net_E): 100.00% [50/50] [batch_t 0.133 (0.447)] [top1_cnt 41801] [top5_cnt 48312] [top_all 50000] +2024-10-21 14:37:49,354 - net_E: 83.602 (96.624) +2024-10-21 14:37:49,567 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 14:37:49,567 - ==> Total time: 6 days, 14:55:58 Eta: 1:36:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 14:38:01,337 - Train: 99.00% [1238500/1251000] [990.0/1000.0] [batch_t 0.363 (0.768)] [data_t 0.015] [optim_t 0.348] [lr 0.000031] [CE 3.610 (3.556)] [KD 1.473 (1.389)] +2024-10-21 14:38:20,233 - Train: 99.00% [1238550/1251000] [990.0/1000.0] [batch_t 0.391 (0.378)] [data_t 0.015] [optim_t 0.375] [lr 0.000031] [CE 3.343 (3.722)] [KD 1.223 (1.481)] +2024-10-21 14:38:42,165 - Train: 99.01% [1238600/1251000] [990.1/1000.0] [batch_t 0.424 (0.439)] [data_t 0.015] [optim_t 0.409] [lr 0.000031] [CE 3.706 (3.649)] [KD 1.440 (1.448)] +2024-10-21 14:39:03,672 - Train: 99.01% [1238650/1251000] [990.1/1000.0] [batch_t 0.386 (0.430)] [data_t 0.016] [optim_t 0.371] [lr 0.000031] [CE 3.414 (3.672)] [KD 1.406 (1.477)] +2024-10-21 14:39:24,745 - Train: 99.02% [1238700/1251000] [990.2/1000.0] [batch_t 0.416 (0.421)] [data_t 0.015] [optim_t 0.401] [lr 0.000031] [CE 3.313 (3.709)] [KD 1.219 (1.482)] +2024-10-21 14:39:46,061 - Train: 99.02% [1238750/1251000] [990.2/1000.0] [batch_t 0.461 (0.426)] [data_t 0.015] [optim_t 0.446] [lr 0.000031] [CE 3.065 (3.659)] [KD 1.236 (1.469)] +2024-10-21 14:40:07,319 - Train: 99.02% [1238800/1251000] [990.2/1000.0] [batch_t 0.386 (0.425)] [data_t 0.015] [optim_t 0.370] [lr 0.000031] [CE 3.256 (3.669)] [KD 1.242 (1.444)] +2024-10-21 14:40:28,327 - Train: 99.03% [1238850/1251000] [990.3/1000.0] [batch_t 0.409 (0.420)] [data_t 0.015] [optim_t 0.394] [lr 0.000031] [CE 3.476 (3.663)] [KD 1.384 (1.463)] +2024-10-21 14:40:49,871 - Train: 99.03% [1238900/1251000] [990.3/1000.0] [batch_t 0.445 (0.431)] [data_t 0.015] [optim_t 0.430] [lr 0.000031] [CE 3.599 (3.756)] [KD 1.374 (1.492)] +2024-10-21 14:41:11,393 - Train: 99.04% [1238950/1251000] [990.4/1000.0] [batch_t 0.406 (0.430)] [data_t 0.016] [optim_t 0.390] [lr 0.000031] [CE 3.946 (3.630)] [KD 1.623 (1.461)] +2024-10-21 14:41:32,246 - Train: 99.04% [1239000/1251000] [990.4/1000.0] [batch_t 0.426 (0.417)] [data_t 0.015] [optim_t 0.411] [lr 0.000031] [CE 3.583 (3.697)] [KD 1.489 (1.470)] +2024-10-21 14:41:53,776 - Train: 99.04% [1239050/1251000] [990.4/1000.0] [batch_t 0.395 (0.431)] [data_t 0.016] [optim_t 0.379] [lr 0.000031] [CE 3.850 (3.651)] [KD 1.621 (1.465)] +2024-10-21 14:42:15,072 - Train: 99.05% [1239100/1251000] [990.5/1000.0] [batch_t 0.419 (0.426)] [data_t 0.016] [optim_t 0.403] [lr 0.000031] [CE 3.972 (3.686)] [KD 1.678 (1.458)] +2024-10-21 14:42:36,622 - Train: 99.05% [1239150/1251000] [990.5/1000.0] [batch_t 0.485 (0.431)] [data_t 0.015] [optim_t 0.470] [lr 0.000031] [CE 3.728 (3.666)] [KD 1.489 (1.458)] +2024-10-21 14:42:57,882 - Train: 99.06% [1239200/1251000] [990.6/1000.0] [batch_t 0.359 (0.425)] [data_t 0.015] [optim_t 0.343] [lr 0.000031] [CE 3.829 (3.704)] [KD 1.513 (1.486)] +2024-10-21 14:43:19,188 - Train: 99.06% [1239250/1251000] [990.6/1000.0] [batch_t 0.476 (0.426)] [data_t 0.015] [optim_t 0.461] [lr 0.000031] [CE 3.891 (3.681)] [KD 1.616 (1.464)] +2024-10-21 14:43:40,722 - Train: 99.06% [1239300/1251000] [990.6/1000.0] [batch_t 0.429 (0.431)] [data_t 0.015] [optim_t 0.414] [lr 0.000031] [CE 3.534 (3.698)] [KD 1.319 (1.463)] +2024-10-21 14:44:02,190 - Train: 99.07% [1239350/1251000] [990.7/1000.0] [batch_t 0.472 (0.429)] [data_t 0.015] [optim_t 0.456] [lr 0.000031] [CE 3.705 (3.707)] [KD 1.433 (1.478)] +2024-10-21 14:44:23,648 - Train: 99.07% [1239400/1251000] [990.7/1000.0] [batch_t 0.358 (0.429)] [data_t 0.015] [optim_t 0.343] [lr 0.000031] [CE 4.146 (3.732)] [KD 1.663 (1.485)] +2024-10-21 14:44:44,890 - Train: 99.08% [1239450/1251000] [990.8/1000.0] [batch_t 0.386 (0.425)] [data_t 0.015] [optim_t 0.370] [lr 0.000031] [CE 3.194 (3.654)] [KD 1.257 (1.457)] +2024-10-21 14:45:06,268 - Train: 99.08% [1239500/1251000] [990.8/1000.0] [batch_t 0.456 (0.427)] [data_t 0.015] [optim_t 0.441] [lr 0.000031] [CE 4.249 (3.703)] [KD 1.730 (1.469)] +2024-10-21 14:45:27,733 - Train: 99.08% [1239550/1251000] [990.8/1000.0] [batch_t 0.414 (0.429)] [data_t 0.015] [optim_t 0.399] [lr 0.000031] [CE 3.593 (3.729)] [KD 1.387 (1.483)] +2024-10-21 14:45:49,554 - Train: 99.09% [1239600/1251000] [990.9/1000.0] [batch_t 0.578 (0.436)] [data_t 0.015] [optim_t 0.563] [lr 0.000031] [CE 3.699 (3.764)] [KD 1.426 (1.504)] +2024-10-21 14:46:10,815 - Train: 99.09% [1239650/1251000] [990.9/1000.0] [batch_t 0.433 (0.425)] [data_t 0.015] [optim_t 0.418] [lr 0.000031] [CE 3.874 (3.721)] [KD 1.757 (1.474)] +2024-10-21 14:46:32,417 - Train: 99.10% [1239700/1251000] [991.0/1000.0] [batch_t 0.460 (0.432)] [data_t 0.015] [optim_t 0.444] [lr 0.000031] [CE 3.512 (3.684)] [KD 1.456 (1.474)] +2024-10-21 14:47:11,526 - Test (net): 100.00% [50/50] [batch_t 0.131 (0.440)] [top1_cnt 41674] [top5_cnt 48271] [top_all 50000] +2024-10-21 14:47:11,527 - net: 83.348 (96.542) +2024-10-21 14:47:32,542 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 41796] [top5_cnt 48315] [top_all 50000] +2024-10-21 14:47:32,543 - net_E: 83.592 (96.630) +2024-10-21 14:47:32,693 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 14:47:32,693 - ==> Total time: 6 days, 15:05:41 Eta: 1:26:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 14:47:42,457 - Train: 99.10% [1239750/1251000] [991.0/1000.0] [batch_t 0.362 (0.908)] [data_t 0.016] [optim_t 0.346] [lr 0.000031] [CE 3.907 (3.609)] [KD 1.574 (1.394)] +2024-10-21 14:48:03,969 - Train: 99.10% [1239800/1251000] [991.0/1000.0] [batch_t 0.411 (0.430)] [data_t 0.015] [optim_t 0.395] [lr 0.000031] [CE 3.904 (3.691)] [KD 1.465 (1.461)] +2024-10-21 14:48:25,359 - Train: 99.11% [1239850/1251000] [991.1/1000.0] [batch_t 0.364 (0.428)] [data_t 0.015] [optim_t 0.348] [lr 0.000031] [CE 3.732 (3.734)] [KD 1.540 (1.480)] +2024-10-21 14:48:47,463 - Train: 99.11% [1239900/1251000] [991.1/1000.0] [batch_t 0.360 (0.442)] [data_t 0.015] [optim_t 0.345] [lr 0.000031] [CE 3.671 (3.701)] [KD 1.327 (1.461)] +2024-10-21 14:49:09,222 - Train: 99.12% [1239950/1251000] [991.2/1000.0] [batch_t 0.511 (0.435)] [data_t 0.015] [optim_t 0.496] [lr 0.000031] [CE 4.056 (3.723)] [KD 1.726 (1.484)] +2024-10-21 14:49:31,436 - Train: 99.12% [1240000/1251000] [991.2/1000.0] [batch_t 0.398 (0.444)] [data_t 0.015] [optim_t 0.382] [lr 0.000031] [CE 4.036 (3.659)] [KD 1.703 (1.464)] +2024-10-21 14:49:53,536 - Train: 99.12% [1240050/1251000] [991.2/1000.0] [batch_t 0.418 (0.442)] [data_t 0.015] [optim_t 0.402] [lr 0.000031] [CE 3.855 (3.745)] [KD 1.616 (1.498)] +2024-10-21 14:50:15,193 - Train: 99.13% [1240100/1251000] [991.3/1000.0] [batch_t 0.436 (0.433)] [data_t 0.015] [optim_t 0.421] [lr 0.000031] [CE 3.743 (3.627)] [KD 1.560 (1.457)] +2024-10-21 14:50:37,211 - Train: 99.13% [1240150/1251000] [991.3/1000.0] [batch_t 0.429 (0.440)] [data_t 0.015] [optim_t 0.414] [lr 0.000031] [CE 3.929 (3.688)] [KD 1.591 (1.451)] +2024-10-21 14:50:59,113 - Train: 99.14% [1240200/1251000] [991.4/1000.0] [batch_t 0.538 (0.438)] [data_t 0.016] [optim_t 0.523] [lr 0.000031] [CE 4.064 (3.738)] [KD 1.598 (1.497)] +2024-10-21 14:51:21,611 - Train: 99.14% [1240250/1251000] [991.4/1000.0] [batch_t 0.475 (0.450)] [data_t 0.015] [optim_t 0.460] [lr 0.000031] [CE 3.979 (3.707)] [KD 1.671 (1.477)] +2024-10-21 14:51:43,103 - Train: 99.14% [1240300/1251000] [991.4/1000.0] [batch_t 0.431 (0.430)] [data_t 0.015] [optim_t 0.416] [lr 0.000031] [CE 3.447 (3.701)] [KD 1.367 (1.467)] +2024-10-21 14:52:04,882 - Train: 99.15% [1240350/1251000] [991.5/1000.0] [batch_t 0.441 (0.435)] [data_t 0.015] [optim_t 0.425] [lr 0.000031] [CE 3.211 (3.667)] [KD 1.146 (1.470)] +2024-10-21 14:52:26,667 - Train: 99.15% [1240400/1251000] [991.5/1000.0] [batch_t 0.427 (0.436)] [data_t 0.015] [optim_t 0.412] [lr 0.000031] [CE 4.078 (3.711)] [KD 1.520 (1.475)] +2024-10-21 14:52:48,610 - Train: 99.16% [1240450/1251000] [991.6/1000.0] [batch_t 0.461 (0.439)] [data_t 0.015] [optim_t 0.445] [lr 0.000031] [CE 3.761 (3.661)] [KD 1.462 (1.464)] +2024-10-21 14:53:10,413 - Train: 99.16% [1240500/1251000] [991.6/1000.0] [batch_t 0.414 (0.436)] [data_t 0.015] [optim_t 0.398] [lr 0.000031] [CE 4.071 (3.674)] [KD 1.674 (1.459)] +2024-10-21 14:53:32,481 - Train: 99.16% [1240550/1251000] [991.6/1000.0] [batch_t 0.435 (0.441)] [data_t 0.015] [optim_t 0.420] [lr 0.000031] [CE 3.531 (3.757)] [KD 1.369 (1.486)] +2024-10-21 14:53:54,806 - Train: 99.17% [1240600/1251000] [991.7/1000.0] [batch_t 0.420 (0.446)] [data_t 0.015] [optim_t 0.405] [lr 0.000031] [CE 3.703 (3.719)] [KD 1.386 (1.472)] +2024-10-21 14:54:16,704 - Train: 99.17% [1240650/1251000] [991.7/1000.0] [batch_t 0.412 (0.438)] [data_t 0.015] [optim_t 0.397] [lr 0.000031] [CE 3.998 (3.679)] [KD 1.640 (1.466)] +2024-10-21 14:54:37,988 - Train: 99.18% [1240700/1251000] [991.8/1000.0] [batch_t 0.362 (0.426)] [data_t 0.015] [optim_t 0.347] [lr 0.000030] [CE 3.844 (3.640)] [KD 1.475 (1.438)] +2024-10-21 14:54:58,837 - Train: 99.18% [1240750/1251000] [991.8/1000.0] [batch_t 0.362 (0.417)] [data_t 0.016] [optim_t 0.346] [lr 0.000030] [CE 4.106 (3.680)] [KD 1.790 (1.464)] +2024-10-21 14:55:20,123 - Train: 99.18% [1240800/1251000] [991.8/1000.0] [batch_t 0.462 (0.426)] [data_t 0.016] [optim_t 0.446] [lr 0.000030] [CE 3.849 (3.682)] [KD 1.553 (1.470)] +2024-10-21 14:55:41,468 - Train: 99.19% [1240850/1251000] [991.9/1000.0] [batch_t 0.472 (0.427)] [data_t 0.015] [optim_t 0.457] [lr 0.000030] [CE 3.765 (3.701)] [KD 1.497 (1.484)] +2024-10-21 14:56:02,276 - Train: 99.19% [1240900/1251000] [991.9/1000.0] [batch_t 0.361 (0.416)] [data_t 0.015] [optim_t 0.345] [lr 0.000030] [CE 3.559 (3.709)] [KD 1.431 (1.468)] +2024-10-21 14:56:23,453 - Train: 99.20% [1240950/1251000] [992.0/1000.0] [batch_t 0.371 (0.423)] [data_t 0.015] [optim_t 0.355] [lr 0.000030] [CE 3.888 (3.689)] [KD 1.616 (1.465)] +2024-10-21 14:57:01,964 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.428)] [top1_cnt 41684] [top5_cnt 48273] [top_all 50000] +2024-10-21 14:57:01,964 - net: 83.368 (96.546) +2024-10-21 14:57:23,571 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.425)] [top1_cnt 41812] [top5_cnt 48310] [top_all 50000] +2024-10-21 14:57:23,572 - net_E: 83.624 (96.620) +2024-10-21 14:57:23,726 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 14:57:23,726 - ==> Total time: 6 days, 15:15:32 Eta: 1:17:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 14:57:32,863 - Train: 99.20% [1241000/1251000] [992.0/1000.0] [batch_t 0.360 (0.956)] [data_t 0.015] [optim_t 0.345] [lr 0.000030] [CE 3.390 (3.751)] [KD 1.379 (1.510)] +2024-10-21 14:57:52,745 - Train: 99.20% [1241050/1251000] [992.0/1000.0] [batch_t 0.422 (0.398)] [data_t 0.015] [optim_t 0.407] [lr 0.000030] [CE 3.574 (3.713)] [KD 1.352 (1.476)] +2024-10-21 14:58:14,621 - Train: 99.21% [1241100/1251000] [992.1/1000.0] [batch_t 0.582 (0.437)] [data_t 0.015] [optim_t 0.567] [lr 0.000030] [CE 3.739 (3.632)] [KD 1.468 (1.446)] +2024-10-21 14:58:35,420 - Train: 99.21% [1241150/1251000] [992.1/1000.0] [batch_t 0.386 (0.416)] [data_t 0.015] [optim_t 0.371] [lr 0.000030] [CE 3.649 (3.670)] [KD 1.374 (1.453)] +2024-10-21 14:58:56,550 - Train: 99.22% [1241200/1251000] [992.2/1000.0] [batch_t 0.408 (0.422)] [data_t 0.015] [optim_t 0.393] [lr 0.000030] [CE 3.630 (3.738)] [KD 1.427 (1.500)] +2024-10-21 14:59:17,752 - Train: 99.22% [1241250/1251000] [992.2/1000.0] [batch_t 0.396 (0.424)] [data_t 0.015] [optim_t 0.380] [lr 0.000030] [CE 4.113 (3.668)] [KD 1.617 (1.446)] +2024-10-21 14:59:38,961 - Train: 99.22% [1241300/1251000] [992.2/1000.0] [batch_t 0.413 (0.424)] [data_t 0.015] [optim_t 0.397] [lr 0.000030] [CE 3.591 (3.726)] [KD 1.253 (1.480)] +2024-10-21 15:00:00,575 - Train: 99.23% [1241350/1251000] [992.3/1000.0] [batch_t 0.359 (0.432)] [data_t 0.015] [optim_t 0.343] [lr 0.000030] [CE 4.067 (3.696)] [KD 1.587 (1.459)] +2024-10-21 15:00:21,003 - Train: 99.23% [1241400/1251000] [992.3/1000.0] [batch_t 0.442 (0.408)] [data_t 0.015] [optim_t 0.427] [lr 0.000030] [CE 3.800 (3.691)] [KD 1.457 (1.461)] +2024-10-21 15:00:42,266 - Train: 99.24% [1241450/1251000] [992.4/1000.0] [batch_t 0.384 (0.425)] [data_t 0.015] [optim_t 0.369] [lr 0.000030] [CE 2.949 (3.702)] [KD 1.221 (1.487)] +2024-10-21 15:01:03,739 - Train: 99.24% [1241500/1251000] [992.4/1000.0] [batch_t 0.377 (0.429)] [data_t 0.015] [optim_t 0.362] [lr 0.000030] [CE 3.789 (3.705)] [KD 1.514 (1.479)] +2024-10-21 15:01:25,015 - Train: 99.24% [1241550/1251000] [992.4/1000.0] [batch_t 0.436 (0.425)] [data_t 0.015] [optim_t 0.421] [lr 0.000030] [CE 3.696 (3.734)] [KD 1.509 (1.484)] +2024-10-21 15:01:46,266 - Train: 99.25% [1241600/1251000] [992.5/1000.0] [batch_t 0.445 (0.425)] [data_t 0.015] [optim_t 0.430] [lr 0.000030] [CE 3.802 (3.721)] [KD 1.718 (1.478)] +2024-10-21 15:02:07,668 - Train: 99.25% [1241650/1251000] [992.5/1000.0] [batch_t 0.430 (0.428)] [data_t 0.016] [optim_t 0.415] [lr 0.000030] [CE 3.281 (3.755)] [KD 1.326 (1.504)] +2024-10-21 15:02:28,568 - Train: 99.26% [1241700/1251000] [992.6/1000.0] [batch_t 0.405 (0.418)] [data_t 0.061] [optim_t 0.344] [lr 0.000030] [CE 3.415 (3.711)] [KD 1.329 (1.461)] +2024-10-21 15:02:50,745 - Train: 99.26% [1241750/1251000] [992.6/1000.0] [batch_t 0.430 (0.443)] [data_t 0.087] [optim_t 0.343] [lr 0.000030] [CE 3.948 (3.682)] [KD 1.509 (1.473)] +2024-10-21 15:03:12,356 - Train: 99.26% [1241800/1251000] [992.6/1000.0] [batch_t 0.458 (0.432)] [data_t 0.117] [optim_t 0.341] [lr 0.000030] [CE 3.801 (3.703)] [KD 1.565 (1.484)] +2024-10-21 15:03:33,887 - Train: 99.27% [1241850/1251000] [992.7/1000.0] [batch_t 0.451 (0.431)] [data_t 0.107] [optim_t 0.344] [lr 0.000030] [CE 4.000 (3.741)] [KD 1.656 (1.497)] +2024-10-21 15:03:55,677 - Train: 99.27% [1241900/1251000] [992.7/1000.0] [batch_t 0.395 (0.436)] [data_t 0.054] [optim_t 0.340] [lr 0.000030] [CE 3.747 (3.722)] [KD 1.514 (1.483)] +2024-10-21 15:04:17,987 - Train: 99.28% [1241950/1251000] [992.8/1000.0] [batch_t 0.957 (0.446)] [data_t 0.614] [optim_t 0.342] [lr 0.000030] [CE 3.387 (3.692)] [KD 1.306 (1.460)] +2024-10-21 15:04:39,250 - Train: 99.28% [1242000/1251000] [992.8/1000.0] [batch_t 0.463 (0.425)] [data_t 0.015] [optim_t 0.448] [lr 0.000030] [CE 3.459 (3.651)] [KD 1.472 (1.449)] +2024-10-21 15:05:01,032 - Train: 99.28% [1242050/1251000] [992.8/1000.0] [batch_t 0.419 (0.436)] [data_t 0.015] [optim_t 0.404] [lr 0.000030] [CE 3.917 (3.725)] [KD 1.595 (1.493)] +2024-10-21 15:05:22,520 - Train: 99.29% [1242100/1251000] [992.9/1000.0] [batch_t 0.445 (0.430)] [data_t 0.015] [optim_t 0.429] [lr 0.000030] [CE 4.197 (3.692)] [KD 1.702 (1.458)] +2024-10-21 15:05:44,429 - Train: 99.29% [1242150/1251000] [992.9/1000.0] [batch_t 0.407 (0.438)] [data_t 0.015] [optim_t 0.391] [lr 0.000030] [CE 3.295 (3.712)] [KD 1.229 (1.480)] +2024-10-21 15:06:06,215 - Train: 99.30% [1242200/1251000] [993.0/1000.0] [batch_t 0.509 (0.436)] [data_t 0.015] [optim_t 0.494] [lr 0.000030] [CE 3.933 (3.690)] [KD 1.599 (1.462)] +2024-10-21 15:06:45,388 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 41691] [top5_cnt 48283] [top_all 50000] +2024-10-21 15:06:45,388 - net: 83.382 (96.566) +2024-10-21 15:07:07,171 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41805] [top5_cnt 48307] [top_all 50000] +2024-10-21 15:07:07,172 - net_E: 83.610 (96.614) +2024-10-21 15:07:07,332 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 15:07:07,332 - ==> Total time: 6 days, 15:25:15 Eta: 1:07:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 15:07:16,085 - Train: 99.30% [1242250/1251000] [993.0/1000.0] [batch_t 0.361 (1.047)] [data_t 0.016] [optim_t 0.345] [lr 0.000030] [CE 3.725 (3.659)] [KD 1.525 (1.462)] +2024-10-21 15:07:36,477 - Train: 99.30% [1242300/1251000] [993.0/1000.0] [batch_t 0.361 (0.408)] [data_t 0.015] [optim_t 0.345] [lr 0.000030] [CE 3.524 (3.647)] [KD 1.284 (1.430)] +2024-10-21 15:07:58,578 - Train: 99.31% [1242350/1251000] [993.1/1000.0] [batch_t 0.513 (0.442)] [data_t 0.171] [optim_t 0.342] [lr 0.000030] [CE 3.246 (3.604)] [KD 1.252 (1.439)] +2024-10-21 15:08:20,682 - Train: 99.31% [1242400/1251000] [993.1/1000.0] [batch_t 0.427 (0.442)] [data_t 0.016] [optim_t 0.411] [lr 0.000030] [CE 3.484 (3.687)] [KD 1.371 (1.466)] +2024-10-21 15:08:43,010 - Train: 99.32% [1242450/1251000] [993.2/1000.0] [batch_t 0.417 (0.446)] [data_t 0.015] [optim_t 0.401] [lr 0.000030] [CE 3.304 (3.665)] [KD 1.388 (1.452)] +2024-10-21 15:09:05,013 - Train: 99.32% [1242500/1251000] [993.2/1000.0] [batch_t 0.459 (0.440)] [data_t 0.015] [optim_t 0.444] [lr 0.000030] [CE 4.203 (3.669)] [KD 1.741 (1.455)] +2024-10-21 15:09:27,049 - Train: 99.32% [1242550/1251000] [993.2/1000.0] [batch_t 0.440 (0.441)] [data_t 0.015] [optim_t 0.424] [lr 0.000030] [CE 4.039 (3.752)] [KD 1.613 (1.490)] +2024-10-21 15:09:47,845 - Train: 99.33% [1242600/1251000] [993.3/1000.0] [batch_t 0.456 (0.416)] [data_t 0.096] [optim_t 0.360] [lr 0.000030] [CE 3.334 (3.716)] [KD 1.276 (1.486)] +2024-10-21 15:10:09,899 - Train: 99.33% [1242650/1251000] [993.3/1000.0] [batch_t 0.515 (0.441)] [data_t 0.154] [optim_t 0.360] [lr 0.000030] [CE 3.652 (3.710)] [KD 1.472 (1.479)] +2024-10-21 15:10:31,836 - Train: 99.34% [1242700/1251000] [993.4/1000.0] [batch_t 0.412 (0.439)] [data_t 0.016] [optim_t 0.397] [lr 0.000030] [CE 3.856 (3.591)] [KD 1.535 (1.412)] +2024-10-21 15:10:54,328 - Train: 99.34% [1242750/1251000] [993.4/1000.0] [batch_t 0.368 (0.450)] [data_t 0.015] [optim_t 0.352] [lr 0.000030] [CE 3.955 (3.717)] [KD 1.598 (1.477)] +2024-10-21 15:11:16,323 - Train: 99.34% [1242800/1251000] [993.4/1000.0] [batch_t 0.439 (0.440)] [data_t 0.016] [optim_t 0.424] [lr 0.000030] [CE 3.812 (3.667)] [KD 1.506 (1.459)] +2024-10-21 15:11:37,058 - Train: 99.35% [1242850/1251000] [993.5/1000.0] [batch_t 0.360 (0.415)] [data_t 0.015] [optim_t 0.345] [lr 0.000030] [CE 4.184 (3.698)] [KD 1.722 (1.475)] +2024-10-21 15:11:57,578 - Train: 99.35% [1242900/1251000] [993.5/1000.0] [batch_t 0.399 (0.410)] [data_t 0.016] [optim_t 0.384] [lr 0.000030] [CE 3.414 (3.604)] [KD 1.352 (1.424)] +2024-10-21 15:12:19,558 - Train: 99.36% [1242950/1251000] [993.6/1000.0] [batch_t 0.491 (0.439)] [data_t 0.147] [optim_t 0.343] [lr 0.000030] [CE 3.742 (3.731)] [KD 1.555 (1.485)] +2024-10-21 15:12:41,402 - Train: 99.36% [1243000/1251000] [993.6/1000.0] [batch_t 0.413 (0.437)] [data_t 0.070] [optim_t 0.343] [lr 0.000030] [CE 3.431 (3.676)] [KD 1.472 (1.462)] +2024-10-21 15:13:03,480 - Train: 99.36% [1243050/1251000] [993.6/1000.0] [batch_t 0.361 (0.441)] [data_t 0.016] [optim_t 0.345] [lr 0.000030] [CE 3.800 (3.649)] [KD 1.564 (1.448)] +2024-10-21 15:13:24,224 - Train: 99.37% [1243100/1251000] [993.7/1000.0] [batch_t 0.469 (0.415)] [data_t 0.126] [optim_t 0.344] [lr 0.000030] [CE 2.919 (3.708)] [KD 1.002 (1.471)] +2024-10-21 15:13:44,781 - Train: 99.37% [1243150/1251000] [993.7/1000.0] [batch_t 0.377 (0.411)] [data_t 0.033] [optim_t 0.345] [lr 0.000030] [CE 4.176 (3.675)] [KD 1.701 (1.443)] +2024-10-21 15:14:05,866 - Train: 99.38% [1243200/1251000] [993.8/1000.0] [batch_t 0.413 (0.422)] [data_t 0.071] [optim_t 0.342] [lr 0.000030] [CE 3.986 (3.620)] [KD 1.742 (1.425)] +2024-10-21 15:14:27,904 - Train: 99.38% [1243250/1251000] [993.8/1000.0] [batch_t 0.420 (0.441)] [data_t 0.076] [optim_t 0.343] [lr 0.000030] [CE 3.876 (3.664)] [KD 1.566 (1.451)] +2024-10-21 15:14:49,569 - Train: 99.38% [1243300/1251000] [993.8/1000.0] [batch_t 0.413 (0.433)] [data_t 0.068] [optim_t 0.345] [lr 0.000030] [CE 3.543 (3.647)] [KD 1.286 (1.434)] +2024-10-21 15:15:11,585 - Train: 99.39% [1243350/1251000] [993.9/1000.0] [batch_t 0.465 (0.440)] [data_t 0.121] [optim_t 0.344] [lr 0.000030] [CE 4.119 (3.739)] [KD 1.613 (1.482)] +2024-10-21 15:15:34,159 - Train: 99.39% [1243400/1251000] [993.9/1000.0] [batch_t 0.423 (0.451)] [data_t 0.076] [optim_t 0.347] [lr 0.000030] [CE 4.093 (3.663)] [KD 1.597 (1.444)] +2024-10-21 15:15:55,992 - Train: 99.40% [1243450/1251000] [994.0/1000.0] [batch_t 0.410 (0.437)] [data_t 0.069] [optim_t 0.342] [lr 0.000030] [CE 3.226 (3.666)] [KD 1.231 (1.451)] +2024-10-21 15:16:34,993 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.414)] [top1_cnt 41732] [top5_cnt 48292] [top_all 50000] +2024-10-21 15:16:34,993 - net: 83.464 (96.584) +2024-10-21 15:16:56,548 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41797] [top5_cnt 48304] [top_all 50000] +2024-10-21 15:16:56,549 - net_E: 83.594 (96.608) +2024-10-21 15:16:56,703 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 15:16:56,704 - ==> Total time: 6 days, 15:35:05 Eta: 0:57:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 15:17:05,498 - Train: 99.40% [1243500/1251000] [994.0/1000.0] [batch_t 0.358 (1.244)] [data_t 0.015] [optim_t 0.342] [lr 0.000030] [CE 3.610 (3.607)] [KD 1.460 (1.394)] +2024-10-21 15:17:25,161 - Train: 99.40% [1243550/1251000] [994.0/1000.0] [batch_t 0.449 (0.393)] [data_t 0.015] [optim_t 0.434] [lr 0.000030] [CE 3.655 (3.725)] [KD 1.455 (1.485)] +2024-10-21 15:17:46,953 - Train: 99.41% [1243600/1251000] [994.1/1000.0] [batch_t 0.361 (0.436)] [data_t 0.015] [optim_t 0.346] [lr 0.000030] [CE 3.861 (3.697)] [KD 1.625 (1.480)] +2024-10-21 15:18:08,565 - Train: 99.41% [1243650/1251000] [994.1/1000.0] [batch_t 0.359 (0.432)] [data_t 0.015] [optim_t 0.344] [lr 0.000030] [CE 3.316 (3.675)] [KD 1.254 (1.442)] +2024-10-21 15:18:29,506 - Train: 99.42% [1243700/1251000] [994.2/1000.0] [batch_t 0.443 (0.419)] [data_t 0.015] [optim_t 0.428] [lr 0.000030] [CE 3.341 (3.708)] [KD 1.247 (1.461)] +2024-10-21 15:18:51,081 - Train: 99.42% [1243750/1251000] [994.2/1000.0] [batch_t 0.361 (0.431)] [data_t 0.015] [optim_t 0.346] [lr 0.000030] [CE 3.818 (3.739)] [KD 1.505 (1.482)] +2024-10-21 15:19:12,798 - Train: 99.42% [1243800/1251000] [994.2/1000.0] [batch_t 0.437 (0.434)] [data_t 0.094] [optim_t 0.343] [lr 0.000030] [CE 3.625 (3.751)] [KD 1.449 (1.495)] +2024-10-21 15:19:34,562 - Train: 99.43% [1243850/1251000] [994.3/1000.0] [batch_t 0.437 (0.435)] [data_t 0.096] [optim_t 0.341] [lr 0.000030] [CE 3.460 (3.631)] [KD 1.327 (1.427)] +2024-10-21 15:19:56,057 - Train: 99.43% [1243900/1251000] [994.3/1000.0] [batch_t 0.448 (0.430)] [data_t 0.105] [optim_t 0.343] [lr 0.000030] [CE 3.823 (3.699)] [KD 1.492 (1.463)] +2024-10-21 15:20:16,952 - Train: 99.44% [1243950/1251000] [994.4/1000.0] [batch_t 0.394 (0.418)] [data_t 0.048] [optim_t 0.346] [lr 0.000030] [CE 3.480 (3.737)] [KD 1.320 (1.489)] +2024-10-21 15:20:37,531 - Train: 99.44% [1244000/1251000] [994.4/1000.0] [batch_t 0.432 (0.411)] [data_t 0.088] [optim_t 0.344] [lr 0.000030] [CE 4.038 (3.717)] [KD 1.579 (1.488)] +2024-10-21 15:20:58,302 - Train: 99.44% [1244050/1251000] [994.4/1000.0] [batch_t 0.358 (0.415)] [data_t 0.016] [optim_t 0.342] [lr 0.000030] [CE 3.745 (3.688)] [KD 1.472 (1.473)] +2024-10-21 15:21:18,729 - Train: 99.45% [1244100/1251000] [994.5/1000.0] [batch_t 0.449 (0.408)] [data_t 0.106] [optim_t 0.343] [lr 0.000030] [CE 3.974 (3.632)] [KD 1.766 (1.443)] +2024-10-21 15:21:40,156 - Train: 99.45% [1244150/1251000] [994.5/1000.0] [batch_t 0.391 (0.428)] [data_t 0.015] [optim_t 0.375] [lr 0.000030] [CE 3.724 (3.673)] [KD 1.520 (1.452)] +2024-10-21 15:22:01,925 - Train: 99.46% [1244200/1251000] [994.6/1000.0] [batch_t 0.484 (0.435)] [data_t 0.015] [optim_t 0.468] [lr 0.000030] [CE 3.813 (3.626)] [KD 1.452 (1.446)] +2024-10-21 15:22:23,481 - Train: 99.46% [1244250/1251000] [994.6/1000.0] [batch_t 0.618 (0.431)] [data_t 0.015] [optim_t 0.603] [lr 0.000030] [CE 3.749 (3.742)] [KD 1.496 (1.497)] +2024-10-21 15:22:44,535 - Train: 99.46% [1244300/1251000] [994.6/1000.0] [batch_t 0.445 (0.421)] [data_t 0.015] [optim_t 0.430] [lr 0.000030] [CE 3.625 (3.686)] [KD 1.410 (1.465)] +2024-10-21 15:23:05,592 - Train: 99.47% [1244350/1251000] [994.7/1000.0] [batch_t 0.361 (0.421)] [data_t 0.015] [optim_t 0.346] [lr 0.000030] [CE 3.895 (3.751)] [KD 1.620 (1.484)] +2024-10-21 15:23:26,480 - Train: 99.47% [1244400/1251000] [994.7/1000.0] [batch_t 0.415 (0.418)] [data_t 0.015] [optim_t 0.399] [lr 0.000030] [CE 3.973 (3.757)] [KD 1.623 (1.513)] +2024-10-21 15:23:47,680 - Train: 99.48% [1244450/1251000] [994.8/1000.0] [batch_t 0.417 (0.424)] [data_t 0.016] [optim_t 0.402] [lr 0.000030] [CE 3.422 (3.743)] [KD 1.375 (1.504)] +2024-10-21 15:24:09,434 - Train: 99.48% [1244500/1251000] [994.8/1000.0] [batch_t 0.448 (0.435)] [data_t 0.015] [optim_t 0.432] [lr 0.000030] [CE 3.891 (3.700)] [KD 1.457 (1.469)] +2024-10-21 15:24:30,646 - Train: 99.48% [1244550/1251000] [994.8/1000.0] [batch_t 0.452 (0.424)] [data_t 0.015] [optim_t 0.436] [lr 0.000030] [CE 3.862 (3.682)] [KD 1.473 (1.465)] +2024-10-21 15:24:51,641 - Train: 99.49% [1244600/1251000] [994.9/1000.0] [batch_t 0.394 (0.420)] [data_t 0.016] [optim_t 0.378] [lr 0.000030] [CE 3.382 (3.651)] [KD 1.288 (1.442)] +2024-10-21 15:25:12,854 - Train: 99.49% [1244650/1251000] [994.9/1000.0] [batch_t 0.388 (0.424)] [data_t 0.015] [optim_t 0.372] [lr 0.000030] [CE 3.734 (3.662)] [KD 1.394 (1.448)] +2024-10-21 15:25:33,825 - Train: 99.50% [1244700/1251000] [995.0/1000.0] [batch_t 0.382 (0.419)] [data_t 0.015] [optim_t 0.366] [lr 0.000030] [CE 3.610 (3.705)] [KD 1.440 (1.469)] +2024-10-21 15:26:12,651 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.412)] [top1_cnt 41716] [top5_cnt 48275] [top_all 50000] +2024-10-21 15:26:12,651 - net: 83.432 (96.550) +2024-10-21 15:26:34,069 - Test (net_E): 100.00% [50/50] [batch_t 0.151 (0.422)] [top1_cnt 41792] [top5_cnt 48313] [top_all 50000] +2024-10-21 15:26:34,069 - net_E: 83.584 (96.626) +2024-10-21 15:26:34,215 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 15:26:34,215 - ==> Total time: 6 days, 15:44:42 Eta: 0:48:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 15:26:42,735 - Train: 99.50% [1244750/1251000] [995.0/1000.0] [batch_t 0.581 (1.394)] [data_t 0.015] [optim_t 0.566] [lr 0.000030] [CE 3.847 (3.720)] [KD 1.633 (1.521)] +2024-10-21 15:27:01,813 - Train: 99.50% [1244800/1251000] [995.0/1000.0] [batch_t 0.384 (0.381)] [data_t 0.015] [optim_t 0.369] [lr 0.000030] [CE 3.437 (3.682)] [KD 1.344 (1.445)] +2024-10-21 15:27:23,731 - Train: 99.51% [1244850/1251000] [995.1/1000.0] [batch_t 0.448 (0.438)] [data_t 0.015] [optim_t 0.433] [lr 0.000030] [CE 3.313 (3.708)] [KD 1.256 (1.473)] +2024-10-21 15:27:45,179 - Train: 99.51% [1244900/1251000] [995.1/1000.0] [batch_t 0.413 (0.429)] [data_t 0.015] [optim_t 0.397] [lr 0.000030] [CE 3.796 (3.627)] [KD 1.387 (1.439)] +2024-10-21 15:28:07,145 - Train: 99.52% [1244950/1251000] [995.2/1000.0] [batch_t 0.464 (0.439)] [data_t 0.015] [optim_t 0.449] [lr 0.000030] [CE 3.639 (3.741)] [KD 1.386 (1.481)] +2024-10-21 15:28:28,236 - Train: 99.52% [1245000/1251000] [995.2/1000.0] [batch_t 0.398 (0.422)] [data_t 0.015] [optim_t 0.382] [lr 0.000030] [CE 3.655 (3.708)] [KD 1.554 (1.470)] +2024-10-21 15:28:49,309 - Train: 99.52% [1245050/1251000] [995.2/1000.0] [batch_t 0.397 (0.421)] [data_t 0.016] [optim_t 0.381] [lr 0.000030] [CE 3.606 (3.589)] [KD 1.406 (1.411)] +2024-10-21 15:29:10,686 - Train: 99.53% [1245100/1251000] [995.3/1000.0] [batch_t 0.427 (0.427)] [data_t 0.015] [optim_t 0.412] [lr 0.000030] [CE 3.359 (3.728)] [KD 1.334 (1.487)] +2024-10-21 15:29:32,260 - Train: 99.53% [1245150/1251000] [995.3/1000.0] [batch_t 0.444 (0.431)] [data_t 0.015] [optim_t 0.429] [lr 0.000030] [CE 3.320 (3.669)] [KD 1.308 (1.456)] +2024-10-21 15:29:53,266 - Train: 99.54% [1245200/1251000] [995.4/1000.0] [batch_t 0.411 (0.420)] [data_t 0.015] [optim_t 0.396] [lr 0.000030] [CE 3.503 (3.707)] [KD 1.323 (1.470)] +2024-10-21 15:30:15,128 - Train: 99.54% [1245250/1251000] [995.4/1000.0] [batch_t 0.478 (0.437)] [data_t 0.015] [optim_t 0.463] [lr 0.000030] [CE 3.240 (3.692)] [KD 1.252 (1.472)] +2024-10-21 15:30:36,998 - Train: 99.54% [1245300/1251000] [995.4/1000.0] [batch_t 0.461 (0.437)] [data_t 0.015] [optim_t 0.446] [lr 0.000030] [CE 3.918 (3.650)] [KD 1.407 (1.437)] +2024-10-21 15:30:59,171 - Train: 99.55% [1245350/1251000] [995.5/1000.0] [batch_t 0.493 (0.443)] [data_t 0.015] [optim_t 0.478] [lr 0.000030] [CE 3.903 (3.654)] [KD 1.449 (1.448)] +2024-10-21 15:31:20,841 - Train: 99.55% [1245400/1251000] [995.5/1000.0] [batch_t 0.429 (0.433)] [data_t 0.015] [optim_t 0.414] [lr 0.000030] [CE 3.206 (3.690)] [KD 1.238 (1.475)] +2024-10-21 15:31:42,770 - Train: 99.56% [1245450/1251000] [995.6/1000.0] [batch_t 0.402 (0.438)] [data_t 0.015] [optim_t 0.387] [lr 0.000030] [CE 3.427 (3.625)] [KD 1.346 (1.426)] +2024-10-21 15:32:04,668 - Train: 99.56% [1245500/1251000] [995.6/1000.0] [batch_t 0.503 (0.438)] [data_t 0.015] [optim_t 0.488] [lr 0.000030] [CE 3.891 (3.715)] [KD 1.482 (1.469)] +2024-10-21 15:32:25,762 - Train: 99.56% [1245550/1251000] [995.6/1000.0] [batch_t 0.396 (0.422)] [data_t 0.015] [optim_t 0.381] [lr 0.000030] [CE 3.733 (3.650)] [KD 1.530 (1.459)] +2024-10-21 15:32:47,416 - Train: 99.57% [1245600/1251000] [995.7/1000.0] [batch_t 0.427 (0.433)] [data_t 0.015] [optim_t 0.411] [lr 0.000030] [CE 3.183 (3.717)] [KD 1.266 (1.475)] +2024-10-21 15:33:07,893 - Train: 99.57% [1245650/1251000] [995.7/1000.0] [batch_t 0.366 (0.409)] [data_t 0.015] [optim_t 0.351] [lr 0.000030] [CE 4.222 (3.738)] [KD 1.723 (1.477)] +2024-10-21 15:33:28,952 - Train: 99.58% [1245700/1251000] [995.8/1000.0] [batch_t 0.403 (0.421)] [data_t 0.015] [optim_t 0.388] [lr 0.000030] [CE 3.253 (3.680)] [KD 1.310 (1.470)] +2024-10-21 15:33:49,671 - Train: 99.58% [1245750/1251000] [995.8/1000.0] [batch_t 0.361 (0.414)] [data_t 0.016] [optim_t 0.346] [lr 0.000030] [CE 3.508 (3.686)] [KD 1.320 (1.459)] +2024-10-21 15:34:11,260 - Train: 99.58% [1245800/1251000] [995.8/1000.0] [batch_t 0.371 (0.432)] [data_t 0.015] [optim_t 0.355] [lr 0.000030] [CE 3.791 (3.598)] [KD 1.432 (1.419)] +2024-10-21 15:34:33,106 - Train: 99.59% [1245850/1251000] [995.9/1000.0] [batch_t 0.361 (0.437)] [data_t 0.016] [optim_t 0.346] [lr 0.000030] [CE 3.429 (3.762)] [KD 1.332 (1.504)] +2024-10-21 15:34:53,840 - Train: 99.59% [1245900/1251000] [995.9/1000.0] [batch_t 0.364 (0.415)] [data_t 0.015] [optim_t 0.348] [lr 0.000030] [CE 3.869 (3.713)] [KD 1.551 (1.487)] +2024-10-21 15:35:14,142 - Train: 99.60% [1245950/1251000] [996.0/1000.0] [batch_t 0.385 (0.406)] [data_t 0.016] [optim_t 0.370] [lr 0.000030] [CE 3.724 (3.661)] [KD 1.422 (1.432)] +2024-10-21 15:35:52,898 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.411)] [top1_cnt 41717] [top5_cnt 48270] [top_all 50000] +2024-10-21 15:35:52,898 - net: 83.434 (96.540) +2024-10-21 15:36:14,637 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41804] [top5_cnt 48305] [top_all 50000] +2024-10-21 15:36:14,638 - net_E: 83.608 (96.610) +2024-10-21 15:36:14,803 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 15:36:14,803 - ==> Total time: 6 days, 15:54:23 Eta: 0:38:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 15:36:22,798 - Train: 99.60% [1246000/1251000] [996.0/1000.0] [batch_t 0.361 (1.643)] [data_t 0.015] [optim_t 0.346] [lr 0.000030] [CE 4.153 (3.725)] [KD 1.721 (1.494)] +2024-10-21 15:36:43,070 - Train: 99.60% [1246050/1251000] [996.0/1000.0] [batch_t 0.489 (0.405)] [data_t 0.015] [optim_t 0.473] [lr 0.000030] [CE 3.689 (3.708)] [KD 1.454 (1.478)] +2024-10-21 15:37:04,490 - Train: 99.61% [1246100/1251000] [996.1/1000.0] [batch_t 0.361 (0.428)] [data_t 0.015] [optim_t 0.346] [lr 0.000030] [CE 3.445 (3.667)] [KD 1.343 (1.451)] +2024-10-21 15:37:26,277 - Train: 99.61% [1246150/1251000] [996.1/1000.0] [batch_t 0.433 (0.436)] [data_t 0.016] [optim_t 0.418] [lr 0.000030] [CE 3.532 (3.761)] [KD 1.314 (1.491)] +2024-10-21 15:37:47,806 - Train: 99.62% [1246200/1251000] [996.2/1000.0] [batch_t 0.419 (0.430)] [data_t 0.015] [optim_t 0.404] [lr 0.000030] [CE 3.794 (3.667)] [KD 1.392 (1.464)] +2024-10-21 15:38:09,436 - Train: 99.62% [1246250/1251000] [996.2/1000.0] [batch_t 0.434 (0.432)] [data_t 0.015] [optim_t 0.419] [lr 0.000030] [CE 3.949 (3.614)] [KD 1.573 (1.428)] +2024-10-21 15:38:30,783 - Train: 99.62% [1246300/1251000] [996.2/1000.0] [batch_t 0.403 (0.427)] [data_t 0.015] [optim_t 0.387] [lr 0.000030] [CE 3.587 (3.690)] [KD 1.304 (1.460)] +2024-10-21 15:38:51,960 - Train: 99.63% [1246350/1251000] [996.3/1000.0] [batch_t 0.425 (0.423)] [data_t 0.015] [optim_t 0.409] [lr 0.000030] [CE 3.292 (3.653)] [KD 1.242 (1.443)] +2024-10-21 15:39:12,780 - Train: 99.63% [1246400/1251000] [996.3/1000.0] [batch_t 0.389 (0.416)] [data_t 0.015] [optim_t 0.374] [lr 0.000030] [CE 3.985 (3.577)] [KD 1.551 (1.410)] +2024-10-21 15:39:33,671 - Train: 99.64% [1246450/1251000] [996.4/1000.0] [batch_t 0.590 (0.418)] [data_t 0.015] [optim_t 0.575] [lr 0.000030] [CE 3.990 (3.663)] [KD 1.588 (1.438)] +2024-10-21 15:39:54,375 - Train: 99.64% [1246500/1251000] [996.4/1000.0] [batch_t 0.368 (0.414)] [data_t 0.015] [optim_t 0.353] [lr 0.000030] [CE 3.656 (3.687)] [KD 1.445 (1.449)] +2024-10-21 15:40:15,449 - Train: 99.64% [1246550/1251000] [996.4/1000.0] [batch_t 0.387 (0.421)] [data_t 0.015] [optim_t 0.372] [lr 0.000030] [CE 3.827 (3.705)] [KD 1.581 (1.475)] +2024-10-21 15:40:36,655 - Train: 99.65% [1246600/1251000] [996.5/1000.0] [batch_t 0.367 (0.424)] [data_t 0.015] [optim_t 0.352] [lr 0.000030] [CE 3.493 (3.726)] [KD 1.462 (1.473)] +2024-10-21 15:40:57,877 - Train: 99.65% [1246650/1251000] [996.5/1000.0] [batch_t 0.431 (0.424)] [data_t 0.016] [optim_t 0.416] [lr 0.000030] [CE 3.801 (3.718)] [KD 1.522 (1.474)] +2024-10-21 15:41:18,837 - Train: 99.66% [1246700/1251000] [996.6/1000.0] [batch_t 0.457 (0.419)] [data_t 0.015] [optim_t 0.442] [lr 0.000030] [CE 3.813 (3.730)] [KD 1.422 (1.484)] +2024-10-21 15:41:39,521 - Train: 99.66% [1246750/1251000] [996.6/1000.0] [batch_t 0.408 (0.414)] [data_t 0.016] [optim_t 0.393] [lr 0.000030] [CE 3.916 (3.729)] [KD 1.540 (1.481)] +2024-10-21 15:42:00,173 - Train: 99.66% [1246800/1251000] [996.6/1000.0] [batch_t 0.420 (0.413)] [data_t 0.015] [optim_t 0.405] [lr 0.000030] [CE 3.636 (3.646)] [KD 1.484 (1.448)] +2024-10-21 15:42:21,049 - Train: 99.67% [1246850/1251000] [996.7/1000.0] [batch_t 0.420 (0.417)] [data_t 0.015] [optim_t 0.404] [lr 0.000030] [CE 3.483 (3.698)] [KD 1.379 (1.482)] +2024-10-21 15:42:41,903 - Train: 99.67% [1246900/1251000] [996.7/1000.0] [batch_t 0.476 (0.417)] [data_t 0.015] [optim_t 0.461] [lr 0.000030] [CE 3.904 (3.723)] [KD 1.577 (1.475)] +2024-10-21 15:43:03,174 - Train: 99.68% [1246950/1251000] [996.8/1000.0] [batch_t 0.405 (0.425)] [data_t 0.015] [optim_t 0.390] [lr 0.000030] [CE 3.669 (3.689)] [KD 1.456 (1.475)] +2024-10-21 15:43:24,102 - Train: 99.68% [1247000/1251000] [996.8/1000.0] [batch_t 0.429 (0.418)] [data_t 0.015] [optim_t 0.413] [lr 0.000030] [CE 3.291 (3.780)] [KD 1.282 (1.507)] +2024-10-21 15:43:45,204 - Train: 99.68% [1247050/1251000] [996.8/1000.0] [batch_t 0.425 (0.422)] [data_t 0.015] [optim_t 0.409] [lr 0.000030] [CE 3.995 (3.725)] [KD 1.742 (1.486)] +2024-10-21 15:44:06,422 - Train: 99.69% [1247100/1251000] [996.9/1000.0] [batch_t 0.450 (0.424)] [data_t 0.016] [optim_t 0.434] [lr 0.000030] [CE 3.318 (3.687)] [KD 1.387 (1.461)] +2024-10-21 15:44:27,773 - Train: 99.69% [1247150/1251000] [996.9/1000.0] [batch_t 0.451 (0.427)] [data_t 0.016] [optim_t 0.435] [lr 0.000030] [CE 3.745 (3.673)] [KD 1.568 (1.463)] +2024-10-21 15:44:49,113 - Train: 99.70% [1247200/1251000] [997.0/1000.0] [batch_t 0.418 (0.427)] [data_t 0.015] [optim_t 0.403] [lr 0.000030] [CE 3.293 (3.640)] [KD 1.292 (1.436)] +2024-10-21 15:45:30,224 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41678] [top5_cnt 48264] [top_all 50000] +2024-10-21 15:45:30,224 - net: 83.356 (96.528) +2024-10-21 15:45:51,403 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.416)] [top1_cnt 41772] [top5_cnt 48307] [top_all 50000] +2024-10-21 15:45:51,403 - net_E: 83.544 (96.614) +2024-10-21 15:45:51,547 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 15:45:51,548 - ==> Total time: 6 days, 16:04:00 Eta: 0:28:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 15:45:58,969 - Train: 99.70% [1247250/1251000] [997.0/1000.0] [batch_t 0.358 (2.010)] [data_t 0.016] [optim_t 0.343] [lr 0.000030] [CE 3.528 (3.715)] [KD 1.367 (1.470)] +2024-10-21 15:46:18,893 - Train: 99.70% [1247300/1251000] [997.0/1000.0] [batch_t 0.410 (0.398)] [data_t 0.015] [optim_t 0.394] [lr 0.000030] [CE 3.950 (3.685)] [KD 1.579 (1.454)] +2024-10-21 15:46:41,290 - Train: 99.71% [1247350/1251000] [997.1/1000.0] [batch_t 0.955 (0.448)] [data_t 0.015] [optim_t 0.940] [lr 0.000030] [CE 3.115 (3.701)] [KD 1.262 (1.461)] +2024-10-21 15:47:02,126 - Train: 99.71% [1247400/1251000] [997.1/1000.0] [batch_t 0.396 (0.417)] [data_t 0.015] [optim_t 0.381] [lr 0.000030] [CE 3.906 (3.678)] [KD 1.431 (1.468)] +2024-10-21 15:47:23,326 - Train: 99.72% [1247450/1251000] [997.2/1000.0] [batch_t 0.362 (0.424)] [data_t 0.015] [optim_t 0.346] [lr 0.000030] [CE 4.006 (3.772)] [KD 1.591 (1.499)] +2024-10-21 15:47:44,947 - Train: 99.72% [1247500/1251000] [997.2/1000.0] [batch_t 0.419 (0.432)] [data_t 0.016] [optim_t 0.404] [lr 0.000030] [CE 2.965 (3.641)] [KD 1.110 (1.420)] +2024-10-21 15:48:06,093 - Train: 99.72% [1247550/1251000] [997.2/1000.0] [batch_t 0.442 (0.423)] [data_t 0.015] [optim_t 0.426] [lr 0.000030] [CE 3.528 (3.679)] [KD 1.400 (1.460)] +2024-10-21 15:48:27,553 - Train: 99.73% [1247600/1251000] [997.3/1000.0] [batch_t 0.417 (0.429)] [data_t 0.015] [optim_t 0.402] [lr 0.000030] [CE 3.597 (3.671)] [KD 1.423 (1.451)] +2024-10-21 15:48:49,424 - Train: 99.73% [1247650/1251000] [997.3/1000.0] [batch_t 0.476 (0.437)] [data_t 0.016] [optim_t 0.461] [lr 0.000030] [CE 4.189 (3.670)] [KD 1.696 (1.466)] +2024-10-21 15:49:11,316 - Train: 99.74% [1247700/1251000] [997.4/1000.0] [batch_t 0.406 (0.438)] [data_t 0.015] [optim_t 0.391] [lr 0.000030] [CE 3.650 (3.709)] [KD 1.428 (1.480)] +2024-10-21 15:49:32,704 - Train: 99.74% [1247750/1251000] [997.4/1000.0] [batch_t 0.488 (0.428)] [data_t 0.015] [optim_t 0.473] [lr 0.000030] [CE 3.961 (3.763)] [KD 1.445 (1.503)] +2024-10-21 15:49:53,842 - Train: 99.74% [1247800/1251000] [997.4/1000.0] [batch_t 0.392 (0.423)] [data_t 0.015] [optim_t 0.377] [lr 0.000030] [CE 3.201 (3.653)] [KD 1.274 (1.448)] +2024-10-21 15:50:14,999 - Train: 99.75% [1247850/1251000] [997.5/1000.0] [batch_t 0.360 (0.423)] [data_t 0.015] [optim_t 0.344] [lr 0.000030] [CE 3.286 (3.698)] [KD 1.276 (1.465)] +2024-10-21 15:50:37,065 - Train: 99.75% [1247900/1251000] [997.5/1000.0] [batch_t 0.428 (0.441)] [data_t 0.015] [optim_t 0.413] [lr 0.000030] [CE 3.229 (3.624)] [KD 1.256 (1.433)] +2024-10-21 15:50:58,372 - Train: 99.76% [1247950/1251000] [997.6/1000.0] [batch_t 0.461 (0.426)] [data_t 0.015] [optim_t 0.446] [lr 0.000030] [CE 3.740 (3.645)] [KD 1.540 (1.423)] +2024-10-21 15:51:19,682 - Train: 99.76% [1248000/1251000] [997.6/1000.0] [batch_t 0.448 (0.426)] [data_t 0.015] [optim_t 0.432] [lr 0.000030] [CE 3.806 (3.718)] [KD 1.494 (1.482)] +2024-10-21 15:51:41,174 - Train: 99.76% [1248050/1251000] [997.6/1000.0] [batch_t 0.448 (0.430)] [data_t 0.015] [optim_t 0.433] [lr 0.000030] [CE 3.655 (3.688)] [KD 1.443 (1.462)] +2024-10-21 15:52:02,351 - Train: 99.77% [1248100/1251000] [997.7/1000.0] [batch_t 0.410 (0.423)] [data_t 0.015] [optim_t 0.395] [lr 0.000030] [CE 3.621 (3.650)] [KD 1.339 (1.449)] +2024-10-21 15:52:23,657 - Train: 99.77% [1248150/1251000] [997.7/1000.0] [batch_t 0.429 (0.426)] [data_t 0.016] [optim_t 0.413] [lr 0.000030] [CE 3.991 (3.683)] [KD 1.685 (1.453)] +2024-10-21 15:52:45,232 - Train: 99.78% [1248200/1251000] [997.8/1000.0] [batch_t 0.431 (0.431)] [data_t 0.015] [optim_t 0.416] [lr 0.000030] [CE 3.819 (3.705)] [KD 1.573 (1.477)] +2024-10-21 15:53:07,190 - Train: 99.78% [1248250/1251000] [997.8/1000.0] [batch_t 0.450 (0.439)] [data_t 0.016] [optim_t 0.435] [lr 0.000030] [CE 3.539 (3.653)] [KD 1.413 (1.440)] +2024-10-21 15:53:28,046 - Train: 99.78% [1248300/1251000] [997.8/1000.0] [batch_t 0.425 (0.417)] [data_t 0.015] [optim_t 0.409] [lr 0.000030] [CE 3.488 (3.711)] [KD 1.424 (1.477)] +2024-10-21 15:53:49,363 - Train: 99.79% [1248350/1251000] [997.9/1000.0] [batch_t 0.489 (0.426)] [data_t 0.015] [optim_t 0.474] [lr 0.000030] [CE 3.886 (3.630)] [KD 1.603 (1.428)] +2024-10-21 15:54:10,354 - Train: 99.79% [1248400/1251000] [997.9/1000.0] [batch_t 0.363 (0.420)] [data_t 0.015] [optim_t 0.348] [lr 0.000030] [CE 3.259 (3.652)] [KD 1.224 (1.443)] +2024-10-21 15:54:31,780 - Train: 99.80% [1248450/1251000] [998.0/1000.0] [batch_t 0.412 (0.428)] [data_t 0.015] [optim_t 0.397] [lr 0.000030] [CE 4.150 (3.712)] [KD 1.700 (1.474)] +2024-10-21 15:55:13,075 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.431)] [top1_cnt 41719] [top5_cnt 48270] [top_all 50000] +2024-10-21 15:55:13,076 - net: 83.438 (96.540) +2024-10-21 15:55:34,791 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.428)] [top1_cnt 41764] [top5_cnt 48309] [top_all 50000] +2024-10-21 15:55:34,791 - net_E: 83.528 (96.618) +2024-10-21 15:55:34,968 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 15:55:34,969 - ==> Total time: 6 days, 16:13:43 Eta: 0:19:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 15:55:42,340 - Train: 99.80% [1248500/1251000] [998.0/1000.0] [batch_t 0.365 (2.897)] [data_t 0.016] [optim_t 0.350] [lr 0.000030] [CE 4.226 (3.989)] [KD 1.771 (1.629)] +2024-10-21 15:56:01,576 - Train: 99.80% [1248550/1251000] [998.0/1000.0] [batch_t 0.365 (0.385)] [data_t 0.016] [optim_t 0.349] [lr 0.000030] [CE 3.275 (3.715)] [KD 1.291 (1.483)] +2024-10-21 15:56:22,137 - Train: 99.81% [1248600/1251000] [998.1/1000.0] [batch_t 0.424 (0.411)] [data_t 0.015] [optim_t 0.409] [lr 0.000030] [CE 3.995 (3.672)] [KD 1.623 (1.473)] +2024-10-21 15:56:43,105 - Train: 99.81% [1248650/1251000] [998.1/1000.0] [batch_t 0.361 (0.419)] [data_t 0.016] [optim_t 0.346] [lr 0.000030] [CE 3.972 (3.676)] [KD 1.564 (1.461)] +2024-10-21 15:57:03,925 - Train: 99.82% [1248700/1251000] [998.2/1000.0] [batch_t 0.402 (0.416)] [data_t 0.016] [optim_t 0.386] [lr 0.000030] [CE 3.820 (3.710)] [KD 1.582 (1.491)] +2024-10-21 15:57:24,717 - Train: 99.82% [1248750/1251000] [998.2/1000.0] [batch_t 0.372 (0.416)] [data_t 0.015] [optim_t 0.357] [lr 0.000030] [CE 3.935 (3.633)] [KD 1.561 (1.426)] +2024-10-21 15:57:46,165 - Train: 99.82% [1248800/1251000] [998.2/1000.0] [batch_t 0.446 (0.429)] [data_t 0.015] [optim_t 0.431] [lr 0.000030] [CE 3.500 (3.648)] [KD 1.260 (1.445)] +2024-10-21 15:58:07,365 - Train: 99.83% [1248850/1251000] [998.3/1000.0] [batch_t 0.405 (0.424)] [data_t 0.015] [optim_t 0.390] [lr 0.000030] [CE 3.132 (3.663)] [KD 1.230 (1.455)] +2024-10-21 15:58:28,638 - Train: 99.83% [1248900/1251000] [998.3/1000.0] [batch_t 0.452 (0.425)] [data_t 0.015] [optim_t 0.436] [lr 0.000030] [CE 3.596 (3.700)] [KD 1.381 (1.471)] +2024-10-21 15:58:50,110 - Train: 99.84% [1248950/1251000] [998.4/1000.0] [batch_t 0.367 (0.429)] [data_t 0.015] [optim_t 0.352] [lr 0.000030] [CE 3.895 (3.628)] [KD 1.575 (1.440)] +2024-10-21 15:59:11,178 - Train: 99.84% [1249000/1251000] [998.4/1000.0] [batch_t 0.505 (0.421)] [data_t 0.015] [optim_t 0.490] [lr 0.000030] [CE 3.002 (3.643)] [KD 1.224 (1.448)] +2024-10-21 15:59:32,071 - Train: 99.84% [1249050/1251000] [998.4/1000.0] [batch_t 0.359 (0.418)] [data_t 0.015] [optim_t 0.343] [lr 0.000030] [CE 3.692 (3.696)] [KD 1.383 (1.466)] +2024-10-21 15:59:52,919 - Train: 99.85% [1249100/1251000] [998.5/1000.0] [batch_t 0.422 (0.417)] [data_t 0.015] [optim_t 0.407] [lr 0.000030] [CE 3.445 (3.712)] [KD 1.343 (1.475)] +2024-10-21 16:00:14,047 - Train: 99.85% [1249150/1251000] [998.5/1000.0] [batch_t 0.405 (0.422)] [data_t 0.015] [optim_t 0.390] [lr 0.000030] [CE 3.551 (3.628)] [KD 1.356 (1.438)] +2024-10-21 16:00:35,198 - Train: 99.86% [1249200/1251000] [998.6/1000.0] [batch_t 0.366 (0.423)] [data_t 0.015] [optim_t 0.350] [lr 0.000030] [CE 3.995 (3.713)] [KD 1.713 (1.471)] +2024-10-21 16:00:56,592 - Train: 99.86% [1249250/1251000] [998.6/1000.0] [batch_t 0.509 (0.428)] [data_t 0.015] [optim_t 0.493] [lr 0.000030] [CE 3.474 (3.688)] [KD 1.333 (1.459)] +2024-10-21 16:01:17,745 - Train: 99.86% [1249300/1251000] [998.6/1000.0] [batch_t 0.366 (0.423)] [data_t 0.015] [optim_t 0.351] [lr 0.000030] [CE 3.368 (3.731)] [KD 1.373 (1.496)] +2024-10-21 16:01:38,285 - Train: 99.87% [1249350/1251000] [998.7/1000.0] [batch_t 0.388 (0.411)] [data_t 0.015] [optim_t 0.372] [lr 0.000030] [CE 4.324 (3.641)] [KD 1.821 (1.427)] +2024-10-21 16:01:59,850 - Train: 99.87% [1249400/1251000] [998.7/1000.0] [batch_t 0.362 (0.431)] [data_t 0.015] [optim_t 0.347] [lr 0.000030] [CE 3.957 (3.699)] [KD 1.617 (1.455)] +2024-10-21 16:02:20,594 - Train: 99.88% [1249450/1251000] [998.8/1000.0] [batch_t 0.503 (0.415)] [data_t 0.074] [optim_t 0.429] [lr 0.000030] [CE 3.823 (3.707)] [KD 1.547 (1.478)] +2024-10-21 16:02:41,530 - Train: 99.88% [1249500/1251000] [998.8/1000.0] [batch_t 0.431 (0.419)] [data_t 0.088] [optim_t 0.342] [lr 0.000030] [CE 3.310 (3.780)] [KD 1.360 (1.524)] +2024-10-21 16:03:02,609 - Train: 99.88% [1249550/1251000] [998.8/1000.0] [batch_t 0.360 (0.421)] [data_t 0.015] [optim_t 0.345] [lr 0.000030] [CE 3.695 (3.631)] [KD 1.529 (1.440)] +2024-10-21 16:03:22,835 - Train: 99.89% [1249600/1251000] [998.9/1000.0] [batch_t 0.461 (0.404)] [data_t 0.118] [optim_t 0.343] [lr 0.000030] [CE 3.536 (3.628)] [KD 1.369 (1.435)] +2024-10-21 16:03:44,021 - Train: 99.89% [1249650/1251000] [998.9/1000.0] [batch_t 0.359 (0.424)] [data_t 0.015] [optim_t 0.344] [lr 0.000030] [CE 4.091 (3.674)] [KD 1.603 (1.453)] +2024-10-21 16:04:04,985 - Train: 99.90% [1249700/1251000] [999.0/1000.0] [batch_t 0.401 (0.419)] [data_t 0.057] [optim_t 0.344] [lr 0.000030] [CE 3.792 (3.698)] [KD 1.450 (1.464)] +2024-10-21 16:04:46,329 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.423)] [top1_cnt 41662] [top5_cnt 48292] [top_all 50000] +2024-10-21 16:04:46,330 - net: 83.324 (96.584) +2024-10-21 16:05:07,743 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.421)] [top1_cnt 41776] [top5_cnt 48308] [top_all 50000] +2024-10-21 16:05:07,744 - net_E: 83.552 (96.616) +2024-10-21 16:05:07,894 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 16:05:07,894 - ==> Total time: 6 days, 16:23:16 Eta: 0:09:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 16:05:14,735 - Train: 99.90% [1249750/1251000] [999.0/1000.0] [batch_t 5.367 (5.367)] [data_t 3.582] [optim_t 1.785] [lr 0.000030] [CE 3.662 (3.662)] [KD 1.369 (1.369)] +2024-10-21 16:05:35,706 - Train: 99.90% [1249800/1251000] [999.0/1000.0] [batch_t 0.540 (0.419)] [data_t 0.015] [optim_t 0.524] [lr 0.000030] [CE 3.586 (3.733)] [KD 1.420 (1.481)] +2024-10-21 16:05:57,938 - Train: 99.91% [1249850/1251000] [999.1/1000.0] [batch_t 0.391 (0.445)] [data_t 0.049] [optim_t 0.343] [lr 0.000030] [CE 3.636 (3.660)] [KD 1.480 (1.443)] +2024-10-21 16:06:20,427 - Train: 99.91% [1249900/1251000] [999.1/1000.0] [batch_t 0.499 (0.450)] [data_t 0.151] [optim_t 0.349] [lr 0.000030] [CE 3.624 (3.688)] [KD 1.417 (1.467)] +2024-10-21 16:06:42,523 - Train: 99.92% [1249950/1251000] [999.2/1000.0] [batch_t 0.409 (0.442)] [data_t 0.068] [optim_t 0.341] [lr 0.000030] [CE 4.257 (3.698)] [KD 1.578 (1.447)] +2024-10-21 16:07:04,945 - Train: 99.92% [1250000/1251000] [999.2/1000.0] [batch_t 0.473 (0.448)] [data_t 0.131] [optim_t 0.342] [lr 0.000030] [CE 3.882 (3.679)] [KD 1.576 (1.451)] +2024-10-21 16:07:27,059 - Train: 99.92% [1250050/1251000] [999.2/1000.0] [batch_t 0.369 (0.442)] [data_t 0.027] [optim_t 0.342] [lr 0.000030] [CE 3.907 (3.680)] [KD 1.547 (1.457)] +2024-10-21 16:07:49,251 - Train: 99.93% [1250100/1251000] [999.3/1000.0] [batch_t 0.463 (0.444)] [data_t 0.122] [optim_t 0.341] [lr 0.000030] [CE 3.600 (3.654)] [KD 1.394 (1.442)] +2024-10-21 16:08:11,639 - Train: 99.93% [1250150/1251000] [999.3/1000.0] [batch_t 0.488 (0.448)] [data_t 0.118] [optim_t 0.370] [lr 0.000030] [CE 3.443 (3.670)] [KD 1.352 (1.444)] +2024-10-21 16:08:33,360 - Train: 99.94% [1250200/1251000] [999.4/1000.0] [batch_t 0.358 (0.434)] [data_t 0.015] [optim_t 0.343] [lr 0.000030] [CE 3.631 (3.629)] [KD 1.540 (1.439)] +2024-10-21 16:08:55,446 - Train: 99.94% [1250250/1251000] [999.4/1000.0] [batch_t 0.451 (0.442)] [data_t 0.109] [optim_t 0.342] [lr 0.000030] [CE 3.599 (3.697)] [KD 1.456 (1.455)] +2024-10-21 16:09:17,860 - Train: 99.94% [1250300/1251000] [999.4/1000.0] [batch_t 0.362 (0.448)] [data_t 0.015] [optim_t 0.347] [lr 0.000030] [CE 3.708 (3.719)] [KD 1.433 (1.486)] +2024-10-21 16:09:39,268 - Train: 99.95% [1250350/1251000] [999.5/1000.0] [batch_t 0.419 (0.428)] [data_t 0.078] [optim_t 0.342] [lr 0.000030] [CE 4.332 (3.683)] [KD 1.635 (1.475)] +2024-10-21 16:10:01,199 - Train: 99.95% [1250400/1251000] [999.5/1000.0] [batch_t 0.428 (0.439)] [data_t 0.085] [optim_t 0.343] [lr 0.000030] [CE 3.715 (3.684)] [KD 1.522 (1.461)] +2024-10-21 16:10:22,572 - Train: 99.96% [1250450/1251000] [999.6/1000.0] [batch_t 0.428 (0.427)] [data_t 0.088] [optim_t 0.340] [lr 0.000030] [CE 3.636 (3.729)] [KD 1.496 (1.478)] +2024-10-21 16:10:43,729 - Train: 99.96% [1250500/1251000] [999.6/1000.0] [batch_t 0.420 (0.423)] [data_t 0.073] [optim_t 0.347] [lr 0.000030] [CE 3.648 (3.549)] [KD 1.469 (1.393)] +2024-10-21 16:11:04,964 - Train: 99.96% [1250550/1251000] [999.6/1000.0] [batch_t 0.446 (0.425)] [data_t 0.100] [optim_t 0.346] [lr 0.000030] [CE 3.800 (3.619)] [KD 1.475 (1.421)] +2024-10-21 16:11:27,073 - Train: 99.97% [1250600/1251000] [999.7/1000.0] [batch_t 0.546 (0.442)] [data_t 0.016] [optim_t 0.531] [lr 0.000030] [CE 3.510 (3.689)] [KD 1.320 (1.465)] +2024-10-21 16:11:48,987 - Train: 99.97% [1250650/1251000] [999.7/1000.0] [batch_t 0.494 (0.438)] [data_t 0.015] [optim_t 0.478] [lr 0.000030] [CE 3.286 (3.687)] [KD 1.189 (1.460)] +2024-10-21 16:12:11,409 - Train: 99.98% [1250700/1251000] [999.8/1000.0] [batch_t 0.429 (0.448)] [data_t 0.015] [optim_t 0.413] [lr 0.000030] [CE 3.116 (3.644)] [KD 1.155 (1.451)] +2024-10-21 16:12:33,296 - Train: 99.98% [1250750/1251000] [999.8/1000.0] [batch_t 0.419 (0.438)] [data_t 0.015] [optim_t 0.404] [lr 0.000030] [CE 3.284 (3.684)] [KD 1.355 (1.467)] +2024-10-21 16:12:54,322 - Train: 99.98% [1250800/1251000] [999.8/1000.0] [batch_t 0.394 (0.420)] [data_t 0.015] [optim_t 0.379] [lr 0.000030] [CE 3.909 (3.648)] [KD 1.510 (1.455)] +2024-10-21 16:13:15,236 - Train: 99.99% [1250850/1251000] [999.9/1000.0] [batch_t 0.470 (0.418)] [data_t 0.015] [optim_t 0.455] [lr 0.000030] [CE 3.604 (3.566)] [KD 1.456 (1.412)] +2024-10-21 16:13:36,188 - Train: 99.99% [1250900/1251000] [999.9/1000.0] [batch_t 0.453 (0.419)] [data_t 0.015] [optim_t 0.438] [lr 0.000030] [CE 4.037 (3.672)] [KD 1.547 (1.451)] +2024-10-21 16:13:58,206 - Train: 100.00% [1250950/1251000] [1000.0/1000.0] [batch_t 0.381 (0.440)] [data_t 0.015] [optim_t 0.366] [lr 0.000030] [CE 3.693 (3.637)] [KD 1.484 (1.440)] +2024-10-21 16:14:19,113 - Train: 100.00% [1251000/1251000] [1000.0/1000.0] [batch_t 0.462 (0.418)] [data_t 0.015] [optim_t 0.446] [lr 0.000030] [CE 3.351 (3.629)] [KD 1.375 (1.446)] +2024-10-21 16:14:40,622 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.427)] [top1_cnt 41750] [top5_cnt 48295] [top_all 50000] +2024-10-21 16:14:40,623 - net: 83.500 (96.590) +2024-10-21 16:15:02,004 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.422)] [top1_cnt 41776] [top5_cnt 48302] [top_all 50000] +2024-10-21 16:15:02,004 - net_E: 83.552 (96.604) +2024-10-21 16:15:02,192 - Max [top1: 83.520 (epoch: 984)] [top1-ema: 83.646 (epoch: 977)] +2024-10-21 16:15:02,192 - ==> Total time: 6 days, 16:33:10 Eta: 0:00:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B4s_ImageFolderLMDB_20241014-234153' +2024-10-21 16:15:06,863 - finish training